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"# Python Boot Camp\n",
"\n",
"**Lecturer**: Leo Singer \n",
"**Jupyter Notebook Author**: Leo Singer & Cameron Hummels\n",
"\n",
"This is a Jupyter notebook lesson taken from the GROWTH Winter School 2018. For other lessons and their accompanying lectures, please see: http://growth.caltech.edu/growth-astro-school-2018-resources.html\n",
"\n",
"## Objective\n",
"Introduce the user to basic usage of Python. Includes some basic analysis of photometric data using astropy.\n",
"\n",
"## Key steps\n",
"- Variable manipulation\n",
"- Lists, arrays, floats, ints, sets, dictionaries\n",
"- Conditionals, loops\n",
"- Error handling\n",
"- Intro to numpy\n",
"- Intro to astropy\n",
"\n",
"## Required dependencies\n",
"\n",
"See GROWTH school webpage for detailed instructions on how to install these modules and packages. Nominally, you should be able to install the python modules with `pip install `. The external astromatic packages are easiest installed using package managers (e.g., `rpm`, `apt-get`).\n",
"\n",
"### Python modules\n",
"* python 3\n",
"* astropy\n",
"* numpy\n",
"* matplotlib\n",
"\n",
"### External packages\n",
"None"
]
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"## I. Introduction\n",
"\n",
"This workshop is about doing astronomical data analysis with the [Python programming language](https://python.org/). **No previous experience with Python is necessary!**\n",
"\n",
"Python is a powerful tool, but it comes into its own as a numerical and data analysis environment with the following packages, which you will definitely want to have:\n",
"\n",
"* **[Matplotlib](https://matplotlib.org)**: plotting interactive or publication-quality figures\n",
"* **[Numpy](http://www.numpy.org)**: vectorized arithmetic and linear algebra\n",
"* **[Scipy](https://www.scipy.org)**: curated collection of algorithms for root finding, interpolation, integration, signal processing, statistics, linear algebra, and much more\n",
"* **[Jupyter Notebook](https://jupyter.org)** (formerly IPython Notebook): the Mathematica-like interface that you are using now, and last but not least\n",
"* **[Astropy](https://www.astropy.org/)**: a community library for astronomy.\n",
"\n",
"We'll cover the basics of Python itself and then dive in to some applications to explore each of these packages."
]
},
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"**NOTE:** The purest way of interacting with Python is via its command line interpreter, which looks like this:\n",
"\n",
"![A session in the Python command line interpreter](https://raw.github.com/lpsinger/astropy-tutorial/master/terminal.png)"
]
},
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"source": [
"A relatively new but very powerful way of using Python is through the Jupyter Notebook interface, which like Mathematica allows you to intermingle computer code with generated plots. You're using one now."
]
},
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"from matplotlib import pyplot as plt\n",
"import numpy as np\n",
"%matplotlib inline\n",
"\n",
"x = np.linspace(0, 2 * np.pi)\n",
"plt.plot(x, np.sin(x))\n",
"plt.xlabel('ppm caffeine in bloodstream')\n",
"plt.ylabel('cheeriness')"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"and tables..."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"Table length=5 \n",
"\n",
"integers their squares \n",
"int64 int64 \n",
"0 0 \n",
"1 1 \n",
"2 4 \n",
"3 9 \n",
"4 16 \n",
"
"
],
"text/plain": [
"\n",
"integers their squares\n",
" int64 int64 \n",
"-------- -------------\n",
" 0 0\n",
" 1 1\n",
" 2 4\n",
" 3 9\n",
" 4 16"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import astropy.table\n",
"tbl = astropy.table.Table()\n",
"tbl.add_column(astropy.table.Column(data=np.arange(5),\n",
" name='integers'))\n",
"tbl.add_column(astropy.table.Column(data=np.arange(5)**2,\n",
" name='their squares'))\n",
"tbl"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"and even notes and typeset mathematics...\n",
"\n",
"> *And God said:*\n",
">\n",
"> > $$\\nabla \\cdot \\mathbf{D} = \\rho$$\n",
"> > $$\\nabla \\cdot \\mathbf{B} = 0$$\n",
"> > $$\\nabla \\times \\mathbf{E} = -\\frac{\\partial\\mathbf{B}}{\\partial t}$$\n",
"> > $$\\nabla \\times \\mathbf{H} = J + \\frac{\\partial\\mathbf{D}}{\\partial t}$$\n",
">\n",
"> *and there was light.*\n",
"\n",
"This is all very useful for doing interactive data analysis, so we will use the IPython Notebook interface for this tutorial. **WARNING:** I'm spoiling you rotten by doing this."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## II. How to get Python/Matplotlib/Numpy/Scipy/Astropy (if necessary)\n",
"\n",
"Python and all of the packages that we discuss in this tutorial are open source software, so there multiple options for installing them. But if you followed the instructions on the GROWTH website for downloading/installing these modules, you have already installed these dependencies. Skip to the next step. "
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### For Linux/UNIX users\n",
"\n",
"If you have one of the common Linux/UNIX distros (for example, [Ubuntu](https://www.ubuntu.com), [Debian](https://debian.org), or [Fedora](https://fedoraproject.org)), then you probably already have Python and you can get Matplotlib and friends from your package manager.\n",
"\n",
"For example, on Debian or Ubuntu, use:\n",
"\n",
" $ sudo apt-get install jupyter-notebook python3-matplotlib python3-astropy python3-scipy"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### For Mac users\n",
"\n",
"Every version of Mac OS comes with a Python interpreter, but it's slightly easier to obtain Matplotlib and Numpy if you use a package manager such as [MacPorts](https://macports.org), [HomeBrew](https://brew.sh), or [Fink](http://www.finkproject.org). I use MacPorts (and contribute to it, too), so that's what I suggest. Install MacPorts and then do:\n",
"\n",
" $ sudo port install py37-matplotlib py37-scipy py37-jupyterlab py37-astropy"
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "subslide"
}
},
"source": [
"### For Windows users\n",
"\n",
"Windows does not come with Python, but popular and free builds of Python for Windows include [Anaconda](https://www.anaconda.com/distribution/) and [Canopy](https://www.enthought.com/product/canopy/). Another alternative for Windows is to set up a virtual machine with [VirtualBox](https://www.virtualbox.org) and then install a Linux distribution on that."
]
},
{
"cell_type": "markdown",
"metadata": {
"slideshow": {
"slide_type": "slide"
}
},
"source": [
"## III. Python basics"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### The `print()` function and string literals"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If this is your first time looking at Python code, the first thing that you might notice is that it is very easy to understand. For example, to print something to the screen, it's just:"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Hello world!\n"
]
}
],
"source": [
"print('Hello world!')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This is a Python statement, consisting of the built-in command `print` and a string surrounded by single quotes. Double quotes are fine inside a string:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"She said, \"Hello, world!\"\n"
]
}
],
"source": [
"print('She said, \"Hello, world!\"')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"But if you want single quotes inside your string, you had better delimit it with double quotes:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"She said, 'Hello, world!'\n"
]
}
],
"source": [
"print(\"She said, 'Hello, world!'\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you need both single quotes and double quotes, you can use backslashes to escape characters."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"She said, \"O brave new world, that has such people in't!\"\n"
]
}
],
"source": [
"print('She said, \"O brave new world, that has such people in\\'t!\"')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you need a string that contains newlines, use triple quotes (`'''`) or triple double quotes (`\"\"\"`):"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"MIRANDA\n",
" O, wonder!\n",
" How many goodly creatures are there here!\n",
" How beauteous mankind is! O brave new world\n",
" That has such people in't!\n"
]
}
],
"source": [
"print(\"\"\"MIRANDA\n",
" O, wonder!\n",
" How many goodly creatures are there here!\n",
" How beauteous mankind is! O brave new world\n",
" That has such people in't!\"\"\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's say that you need to print a few different things on the same line. Just separate them with commas, as in:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"'Tis new to Miranda\n"
]
}
],
"source": [
"person = 'Miranda'\n",
"print(\"'Tis new to\", person)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Oops. I'm getting ahead of myself—you've now seen your first variable assignment in Python. Strings can be concatened by adding them:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'abcdef'"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"'abc' + 'def'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or repeated by multiplying them:"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'abcdefabcdef'"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"'abcdef' * 2"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Numeric and boolean literals"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Python's numeric types include integers and both real and complex floating point numbers:"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"a = 30 # an integer\n",
"b = 0xDEADBEEF # an integer in hexadecimal\n",
"c = 3.14159 # a floating point number\n",
"d = 5.1e10 # scientific notation\n",
"e = 2.5 + 5.3j # a complex number\n",
"hungry = True # boolean literal\n",
"need_coffee = False # another boolean literal"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"By the way, all of the text on a given line after the trailing hash sign (`#`) is a comment, ignored by Python.\n",
"\n",
"The arithmetic operators in Python are similar to C, C++, Java, and so on. There is addition (and subtraction):"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"33.14159"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"a + c"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Multiplication:"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(75+159j)"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"a * e"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Division:"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"9.549304651466295"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"a / c"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"***Important note***: unlike C, C++, Java, etc., ***division of integers gives you floats***:"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2.3333333333333335"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"7 / 3"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you want integer division, then use the double-slash `//` operator:"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"a = 7\n",
"b = 3\n",
"7 // 3"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The `%` sign is the remainder operator:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"6"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"32 % 26"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Exponentiation is accomplished with the `**` operator:"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"125 0.3333333333333333\n"
]
}
],
"source": [
"print(5 ** 3, 9**-0.5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Tuples"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"A tuple is a sequence of values. It's just about the handiest thing since integers. A tuple is immutable: once you have created it, you cannot add items to it, remove items from it, or change items. Tuples are very handy for storing short sequences of related values or returning multiple values from a function. This is what tuples look like:"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"some_tuple = ('a', 'b', 'c')\n",
"another_tuple = ('caffeine', 6.674e-11, 3.14, 2.718)\n",
"nested_tuple = (5, 4, 3, 2, ('a', 'b'), 'c')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Once you have made a tuple, you might want to retrieve a value from it. You index a tuple with square brackets, ***starting from zero***:"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'a'"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"some_tuple[0]"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'b'"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"some_tuple[1]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can access whole ranges of values using ***slice notation***:"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(4, 3, 2)"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"nested_tuple[1:4]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or, to count backward from the end of the tuple, use a ***negative index***:"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2.718"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"another_tuple[-1]"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"3.14"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"another_tuple[-2]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Strings can be treated just like tuples of individual charaters:"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"and\n"
]
}
],
"source": [
"person = 'Miranda'\n",
"print(person[3:6])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Lists"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"What if you want a container like a tuple but to which you can add or remove items or alter existing items? That's a list. The syntax is almost the same, except that you create a list using square brackets `[]` instead of round ones `()`:"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"your_list = ['foo', 'bar', 'bat', 'baz']\n",
"my_list = ['xyzzy', 1, 3, 5, 7]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"But you can change elements:"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['xyzzy', 2, 3, 5, 7]\n"
]
}
],
"source": [
"my_list[1] = 2\n",
"print(my_list)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or append elements to an existing list:"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['xyzzy', 2, 3, 5, 7, 11]\n"
]
}
],
"source": [
"my_list.append(11)\n",
"print(my_list)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or delete elements:"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[2, 3, 5, 7, 11]\n"
]
}
],
"source": [
"del my_list[0]\n",
"print(my_list)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Sets"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Sometimes you need a collection of items where order doesn't necessarily matter, but each item is guaranteed to be unique. That's a set, created just like a list or tuple but with curly braces `{}`:"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'foo', 5, 6, 7, 8}\n"
]
}
],
"source": [
"a = {5, 6, 'foo', 7, 7, 8}\n",
"print(a)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can add items to a set:"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{3, 'foo', 5, 6, 7, 8}\n"
]
}
],
"source": [
"a.add(3)\n",
"print(a)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or take them away:"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'foo', 5, 6, 7, 8}\n"
]
}
],
"source": [
"a.remove(3)\n",
"print(a)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You also have set-theoretic intersections with the `&` operator:"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{3, 4}"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"{1, 2, 3, 4, 5, 6} & {3, 4}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And union with the `|` operator:"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{1, 2, 3, 4, 5, 6, 7}"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"{1, 2, 3, 4, 5, 6} | {6, 7}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And set difference with the `-` operator:"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{1, 2, 5, 6}"
]
},
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"{1, 2, 3, 4, 5, 6} - {3, 4}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Dictionaries"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Sometimes, you want a collection that is like a list, but whose indices are strings or other Python values. That's a dictionary. Dictionaries are handy for any type of database-like operation, or for storing mappings from one set of values to another. You create a dictionary by enclosing a list of key-value pairs in curly braces:"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'name': 'GRB 130702A',\n",
" 'redshift': 0.145,\n",
" 'ra': (14, 29, 14.78),\n",
" 'dec': (15, 46, 26.4)}"
]
},
"execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"my_grb = {'name': 'GRB 130702A', 'redshift': 0.145, 'ra': (14, 29, 14.78), 'dec': (15, 46, 26.4)}\n",
"my_grb"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can index items in dictionaries with square braces `[]`, similar to tuples or lists:"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(15, 46, 26.4)"
]
},
"execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"my_grb['dec']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"or add items to them:"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'name': 'GRB 130702A',\n",
" 'redshift': 0.145,\n",
" 'ra': (14, 29, 14.78),\n",
" 'dec': (15, 46, 26.4),\n",
" 'url': 'http://gcn.gsfc.nasa.gov/other/130702A.gcn3'}"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"my_grb['url'] = 'http://gcn.gsfc.nasa.gov/other/130702A.gcn3'\n",
"my_grb"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"or delete items from them:"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'name': 'GRB 130702A',\n",
" 'redshift': 0.145,\n",
" 'ra': (14, 29, 14.78),\n",
" 'dec': (15, 46, 26.4)}"
]
},
"execution_count": 39,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"del my_grb['url']\n",
"my_grb"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Dictionary keys can be any **immutable** kind of Python object: tuples, strings, integers, and floats are all fine. Values in a dictionary can be **any Python value at all**, including lists or other dictionaries:"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'foods': ['chicken', 'veggie burger', 'banana'],\n",
" 'cheeses': {'camembert', 'gouda', 'mozarella', 'muenster'},\n",
" (5.5, 2): 42,\n",
" 'plugh': 'bat'}"
]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"{\n",
" 'foods': ['chicken', 'veggie burger', 'banana'],\n",
" 'cheeses': {'muenster', 'gouda', 'camembert', 'mozarella'},\n",
" (5.5, 2): 42,\n",
" 'plugh': 'bat'\n",
"}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### The `None` object"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Sometimes you need to represent the absence of a value, for instance, if you have a gap in a dataset. You might be tempted to use some special value like `-1` or `99` for this purpose, but **don't**! Use the built-in object `None`."
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [],
"source": [
"a = None"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Conditionals"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In Python, control flow statements such as conditionals and loops have blocks indicated with indentation. Any number of spaces or tabs is fine, as long as you are consistent within a block. Common choices include four spaces, two spaces, or a tab.\n",
"\n",
"You can use the `if`...`elif`...`else` statement to have different bits of code run depending on the truth or falsehood of boolean expressions. For example:"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"i'm in the 'else' block\n",
"a is greater than 3\n"
]
}
],
"source": [
"a = 5\n",
"\n",
"if a < 3:\n",
" print(\"i'm in the 'if' block\")\n",
" messsage = 'a is less than 3'\n",
"elif a == 3:\n",
" print(\"i'm in the 'elif' block\")\n",
" messsage = 'a is 3'\n",
"else:\n",
" print(\"i'm in the 'else' block\")\n",
" message = 'a is greater than 3'\n",
"\n",
"print(message)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can chain together inequalities just like in mathematical notation:"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"a is greater than 0 but less than or equal to 5\n"
]
}
],
"source": [
"if 0 < a <= 5:\n",
" print('a is greater than 0 but less than or equal to 5')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can also combine comparison operators with the boolean `and`, `or`, and `not` operators:"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"yahoo!\n"
]
}
],
"source": [
"if a < 6 or a > 8:\n",
" print('yahoo!')"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"a is an odd number less than 6!\n"
]
}
],
"source": [
"if a < 6 and a % 2 == 1:\n",
" print('a is an odd number less than 6!')"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [],
"source": [
"if not a == 5: # same as a != 5\n",
" print('a is not 5')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The comparison operator `is` tests whether two Python values are not only equal, but represent the same object. Since there is only one `None` object, the `is` operator is particularly useful for detecting `None`."
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"No, thanks\n"
]
}
],
"source": [
"food = None\n",
"\n",
"if food is None:\n",
" print('No, thanks')\n",
"else:\n",
" print('Here is your', food)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Likewise, there is an `is not` operator:"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [],
"source": [
"if food is not None:\n",
" print('Yum!')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The `in` and `not in` operators are handy for testing for membership in a string, set, or dictionary:"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"indeed it is\n"
]
}
],
"source": [
"if 3 in {1, 2, 3, 4, 5}:\n",
" print('indeed it is')"
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"there is no \"i\" in \"team\"\n"
]
}
],
"source": [
"if 'i' not in 'team':\n",
" print('there is no \"i\" in \"team\"')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"When referring to a dictionary, the `in` operator tests if the item is among the **keys** of the dictionary."
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"the key \"foo\" is in the dictionary\n"
]
}
],
"source": [
"d = {'foo': 3, 'bar': 5, 'bat': 9}\n",
"if 'foo' in d:\n",
" print('the key \"foo\" is in the dictionary')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### The `for` and `while` loops"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In Python, there are just two types of loops: `for` and `while`. `for` loops are useful for repeating a set of statements for each item in a collection (tuple, set, list, dictionary, or string). `while` loops are not as common, but can be used to repeat a set of statements until a boolean expression becomes false."
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0\n",
"1\n",
"4\n",
"9\n"
]
}
],
"source": [
"for i in [0, 1, 2, 3]:\n",
" print(i**2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The built-in function `range`, which returns a list of numbers, is often handy here:"
]
},
{
"cell_type": "code",
"execution_count": 53,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0\n",
"1\n",
"4\n",
"9\n"
]
}
],
"source": [
"for i in range(4):\n",
" print(i**2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or you can have the range start from a nonzero value:"
]
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"4\n",
"1\n",
"0\n",
"1\n",
"4\n",
"9\n"
]
}
],
"source": [
"for i in range(-2, 4):\n",
" print(i**2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can iterate over the keys and values in a dictionary with `.items()`:"
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"foo ... 27\n",
"bar ... 125\n",
"bat ... 729\n"
]
}
],
"source": [
"for key, val in d.items():\n",
" print(key, '...', val**3)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The syntax of the `while` loop is similar to the `if` statement:"
]
},
{
"cell_type": "code",
"execution_count": 56,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2\n",
"4\n",
"8\n"
]
}
],
"source": [
"a = 1\n",
"while a < 5:\n",
" a = a * 2\n",
" print(a)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### List comprehensions"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Sometimes you need a loop to create one list from another. List comprehensions make this very terse. For example, the following `for` loop:"
]
},
{
"cell_type": "code",
"execution_count": 57,
"metadata": {},
"outputs": [],
"source": [
"a = []\n",
"for i in range(5):\n",
" a.append(i * 10)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"is equivalent to this list comprehension:"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {},
"outputs": [],
"source": [
"a = [i * 10 for i in range(5)]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can even incorporate conditionals into a list comprehension. The following:"
]
},
{
"cell_type": "code",
"execution_count": 59,
"metadata": {},
"outputs": [],
"source": [
"a = []\n",
"for i in range(5):\n",
" if i % 2 == 0:\n",
" # i is even\n",
" a.append(i * 10)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"can be written as:"
]
},
{
"cell_type": "code",
"execution_count": 60,
"metadata": {},
"outputs": [],
"source": [
"a = [i * 10 for i in range(5) if i % 2 == 0]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Conditional expressions"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Conditional expressions are a closely related shorthand. The following:"
]
},
{
"cell_type": "code",
"execution_count": 61,
"metadata": {},
"outputs": [],
"source": [
"if 6/2 == 3:\n",
" a = 'foo'\n",
"else:\n",
" a = 'bar'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"is equivalent to:"
]
},
{
"cell_type": "code",
"execution_count": 62,
"metadata": {},
"outputs": [],
"source": [
"a = 'foo' if 6/2 == 3 else 'bar'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Functions"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Functions are created with the `def` statement. A function may either have or not have a `return` statement to send back a return value."
]
},
{
"cell_type": "code",
"execution_count": 63,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"9\n"
]
}
],
"source": [
"def square(n):\n",
" return n * n\n",
"\n",
"a = square(3)\n",
"print(a)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you want to return multiple values from a function, return a tuple. Parentheses around the tuple are optional."
]
},
{
"cell_type": "code",
"execution_count": 64,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(9, 27)\n"
]
}
],
"source": [
"def powers(n):\n",
" return n**2, n**3\n",
"\n",
"print(powers(3))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If a function returns multiple values, you can automatically unpack them into multiple variables:"
]
},
{
"cell_type": "code",
"execution_count": 65,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"9\n"
]
}
],
"source": [
"square, cube = powers(3)\n",
"print(square)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If you pass a mutable value such as a list to a function, then **the function may modify that value**. For example, you might implement the Fibonacci sequence like this:"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[1, 1, 2, 3, 5, 8, 13, 21, 34, 55]\n"
]
}
],
"source": [
"def fibonacci(seed, n):\n",
" while len(seed) < n:\n",
" seed.append(seed[-1] + seed[-2])\n",
" # Note: no return statement\n",
"\n",
"seed = [1, 1]\n",
"fibonacci(seed, 10)\n",
"print(seed)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can also give a function's arguments default values, such as:"
]
},
{
"cell_type": "code",
"execution_count": 67,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[1, 1, 2, 3, 5, 8]\n"
]
}
],
"source": [
"def fibonacci(seed, n=6):\n",
" while len(seed) < n:\n",
" seed.append(seed[-1] + seed[-2])\n",
" # Note: no return statement\n",
"\n",
"seed = [1, 1]\n",
"fibonacci(seed)\n",
"print(seed)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"If a function has a large number of arguments, it may be easier to read if you pass the arguments by keyword, as in:"
]
},
{
"cell_type": "code",
"execution_count": 68,
"metadata": {},
"outputs": [],
"source": [
"seq = [1, 1]\n",
"fibonacci(seed=seq, n=4)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## IV. The Python standard library"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Python comes with an extensive **[standard library](http://docs.python.org/2/library/index.html)** consisting of individual **modules** that you can opt to use with the `import` statement. For example:"
]
},
{
"cell_type": "code",
"execution_count": 69,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1.7320508075688772"
]
},
"execution_count": 69,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import math\n",
"math.sqrt(3)"
]
},
{
"cell_type": "code",
"execution_count": 70,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"3.141592653589793"
]
},
"execution_count": 70,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from math import pi\n",
"pi"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Some particularly useful parts of the Python standard library are:\n",
"\n",
"* [`random`](https://docs.python.org/3/library/random.html): random number generators\n",
"* [`pickle`](https://docs.python.org/3/library/pickle.html): read/write Python objects into files\n",
"* [`sqlite3`](https://docs.python.org/3/library/sqlite3.html): SQLite database acces\n",
"* [`os`](https://docs.python.org/3/library/os.html): operating system services\n",
"* [`os.path`](https://docs.python.org/3/library/os.path.html): file path manipulation\n",
"* [`subprocess`](https://docs.python.org/3/library/subprocess.html): launch external processes\n",
"* [`email`](https://docs.python.org/3/library/email.html): compose, parse, receive, or send e-mail\n",
"* [`pdb`](https://docs.python.org/3/library/pdb.html): built-in debugger\n",
"* [`re`](https://docs.python.org/3/library/re.html): regular expressions\n",
"* [`http`](https://docs.python.org/3/library/http.html): built-in lightweight web client and server\n",
"* [`optparse`](https://docs.python.org/3/library/optparse.html): build pretty command-line interfaces\n",
"* [`itertools`](https://docs.python.org/3/library/itertools.html): exotic looping constructs\n",
"* [`multiprocessing`](https://docs.python.org/3/library/multiprocessing.html): parallel processing"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Error handling"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"It can be important for your code to be able to handle error conditions. For example, let's say that you are implementing a sinc function:"
]
},
{
"cell_type": "code",
"execution_count": 71,
"metadata": {},
"outputs": [
{
"ename": "ZeroDivisionError",
"evalue": "float division by zero",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mZeroDivisionError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mmath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msinc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;32m\u001b[0m in \u001b[0;36msinc\u001b[0;34m(x)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0msinc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mmath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mx\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msinc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mZeroDivisionError\u001b[0m: float division by zero"
]
}
],
"source": [
"def sinc(x):\n",
" return math.sin(x) / x\n",
"\n",
"print(sinc(0))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Oops! We know that by definition $\\mathrm{sinc}(0) = 1$ , so we should catch this error:"
]
},
{
"cell_type": "code",
"execution_count": 72,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1\n"
]
}
],
"source": [
"def sinc(x):\n",
" try:\n",
" result = math.sin(x) / x\n",
" except ZeroDivisionError:\n",
" result = 1\n",
" return result\n",
"\n",
"print(sinc(0))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Reading and writing files"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The built-in `open` function opens a file and returns a `file` object that you can use to read or write data. Here's an example of writing data to a file:"
]
},
{
"cell_type": "code",
"execution_count": 73,
"metadata": {},
"outputs": [],
"source": [
"myfile = open('myfile.txt', 'w') # open file for writing\n",
"myfile.write(\"red 1\\n\")\n",
"myfile.write(\"green 2\\n\")\n",
"myfile.write(\"blue 3\\n\")\n",
"myfile.close()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And here is reading it:"
]
},
{
"cell_type": "code",
"execution_count": 74,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{'red': 1, 'green': 2, 'blue': 3}\n"
]
}
],
"source": [
"d = {} # create empty dictionary\n",
"\n",
"for line in open('myfile.txt', 'r'): # open file for reading\n",
" color, num = line.split() # break apart line by whitespace\n",
" num = int(num) # convert num to integer\n",
" d[color] = num\n",
"\n",
"print(d)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## V. Numpy & Matplotlib"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Numpy provides array operations and linear algebra to Python. A Numpy array is a bit like a Python list, but supports elementwise arithmetic. For example:"
]
},
{
"cell_type": "code",
"execution_count": 75,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[ 2 4 6 8 10]\n"
]
}
],
"source": [
"import numpy as np\n",
"\n",
"x = np.asarray([1, 2, 3, 4, 5])\n",
"y = 2 * x\n",
"print(y)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Numpy arrays may have any number of dimensions:"
]
},
{
"cell_type": "code",
"execution_count": 76,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[1, 2, 3],\n",
" [4, 5, 6],\n",
" [7, 8, 9]])"
]
},
"execution_count": 76,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x = np.asarray([[1, 2, 3], [4, 5, 6], [7, 8, 9]])\n",
"x"
]
},
{
"cell_type": "code",
"execution_count": 77,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[9, 8, 7],\n",
" [6, 5, 4],\n",
" [3, 2, 1]])"
]
},
"execution_count": 77,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"y = np.asarray([[9, 8, 7], [6, 5, 4], [3, 2, 1]])\n",
"y"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"An array has a certain number of dimensions denoted `.ndim`:"
]
},
{
"cell_type": "code",
"execution_count": 78,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"2"
]
},
"execution_count": 78,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x.ndim"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"and the dimensions' individual lengths are given by `.shape`:"
]
},
{
"cell_type": "code",
"execution_count": 79,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(3, 3)"
]
},
"execution_count": 79,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x.shape"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"and the total number of elements by `.size`:"
]
},
{
"cell_type": "code",
"execution_count": 80,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"9"
]
},
"execution_count": 80,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x.size"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"By default, multiplication is elementwise:"
]
},
{
"cell_type": "code",
"execution_count": 81,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[ 9, 16, 21],\n",
" [24, 25, 24],\n",
" [21, 16, 9]])"
]
},
"execution_count": 81,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x * y"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To perform matrix multiplication, either convert arrays to `np.matrix` or use `np.dot`:"
]
},
{
"cell_type": "code",
"execution_count": 82,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"matrix([[ 30, 24, 18],\n",
" [ 84, 69, 54],\n",
" [138, 114, 90]])"
]
},
"execution_count": 82,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.asmatrix(x) * np.asmatrix(y)"
]
},
{
"cell_type": "code",
"execution_count": 83,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[ 30, 24, 18],\n",
" [ 84, 69, 54],\n",
" [138, 114, 90]])"
]
},
"execution_count": 83,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.dot(x, y)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can also perform comparison operations on arrays..."
]
},
{
"cell_type": "code",
"execution_count": 84,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[False, False, False],\n",
" [False, False, True],\n",
" [ True, True, True]])"
]
},
"execution_count": 84,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x > 5"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Although a boolean array doesn't directly make sense in an `if` statement:"
]
},
{
"cell_type": "code",
"execution_count": 85,
"metadata": {},
"outputs": [
{
"ename": "ValueError",
"evalue": "The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mif\u001b[0m \u001b[0mx\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m5\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'oops'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mValueError\u001b[0m: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()"
]
}
],
"source": [
"if x > 5:\n",
" print('oops')"
]
},
{
"cell_type": "code",
"execution_count": 86,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"at least some elements are greater than 5\n"
]
}
],
"source": [
"if np.any(x > 5):\n",
" print('at least some elements are greater than 5')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can use conditional expressions like indices:"
]
},
{
"cell_type": "code",
"execution_count": 87,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[1, 2, 3],\n",
" [4, 5, 5],\n",
" [5, 5, 5]])"
]
},
"execution_count": 87,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x[x > 5] = 5\n",
"x"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or manipulate individual rows:"
]
},
{
"cell_type": "code",
"execution_count": 88,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[ 1, 2, 3],\n",
" [-1, -1, -1],\n",
" [ 5, 5, 5]])"
]
},
"execution_count": 88,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x[1, :] = -1\n",
"x"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or individual columns:"
]
},
{
"cell_type": "code",
"execution_count": 89,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[ 1, 102, 3],\n",
" [ -1, 99, -1],\n",
" [ 5, 105, 5]])"
]
},
"execution_count": 89,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"x[:, 1] += 100\n",
"x"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Other useful features include various random number generators:"
]
},
{
"cell_type": "code",
"execution_count": 90,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(array([3.000e+00, 4.700e+01, 3.210e+02, 1.117e+03, 2.430e+03, 3.047e+03,\n",
" 2.007e+03, 8.400e+02, 1.670e+02, 2.100e+01]),\n",
" array([-4.17837775, -3.39916472, -2.61995168, -1.84073865, -1.06152561,\n",
" -0.28231258, 0.49690045, 1.27611349, 2.05532652, 2.83453956,\n",
" 3.61375259]),\n",
" )"
]
},
"execution_count": 90,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"from matplotlib import pyplot as plt\n",
"%matplotlib inline\n",
"\n",
"# Plot histogram of 10k normal random variates\n",
"plt.hist(np.random.randn(10000))"
]
},
{
"cell_type": "code",
"execution_count": 91,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"4.859973657700913"
]
},
"execution_count": 91,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.random.uniform(low=0, high=2*np.pi)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You've already seen a few examples of Matplotlib. If you have used MATLAB, then Matplotlib code may look familiar."
]
},
{
"cell_type": "code",
"execution_count": 92,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"x = np.linspace(-10, 10)\n",
"y = 1 / (1 + np.exp(x))\n",
"plt.plot(x, y)\n",
"plt.annotate(\n",
" 'foo bar', (x[20], y[20]), (50, 5),\n",
" textcoords='offset points',\n",
" arrowprops={'arrowstyle': '->'})\n",
"plt.grid()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## VI. Astropy"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Astropy is a core Python package for astronomy. It is formed from the merger of a number of other Python astronomy packages, but also contains a lot of original code. Core features include:\n",
"\n",
"* `astropy.constants`, `astropy.units`: Physical constants, units, and unit conversion\n",
"* `astropy.time`: Manipulation of dates and times\n",
"* `astropy.coordinates`: Representation of and conversion between astronomical coordinate systems\n",
"* `astropy.table`: Tables and gridded data\n",
"* `astropy.io.fits`: Manipulating FITS files\n",
"* `astropy.io.ascii`: Manipulating ASCII tables of many different formats\n",
"* `astropy.io.votable`: Virtual Observatory tables\n",
"* `astropy.wcs`: World Coordinate System transformations\n",
"* `astropy.cosmology`: Cosmological calculations\n",
"* `astropy.stats`: Astrostatistics\n",
"* `astropy.modeling`: multi-D model fitting Swiss army knife\n",
"\n",
"The Astropy project also has sevearl [\"affiliated packages\"](http://www.astropy.org/affiliated/index.html) that have similar design but are maintained separately, including:\n",
"\n",
"* [Photutils](https://photutils.readthedocs.io/): Aperture photometry\n",
"* [Astroquery](https://astroquery.readthedocs.io/): Query astronomical databases"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's experiment by opening up a P48 image. We'll need several modules from the Astropy package for this exercise."
]
},
{
"cell_type": "code",
"execution_count": 93,
"metadata": {},
"outputs": [],
"source": [
"import astropy.coordinates\n",
"import astropy.units as u\n",
"import astropy.io.fits\n",
"import astropy.stats\n",
"import astropy.table\n",
"import astropy.wcs\n",
"import astropy.cosmology\n",
"import scipy.optimize\n",
"import scipy.odr"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"I've downloaded a P48 image and put it in the data/ directory."
]
},
{
"cell_type": "code",
"execution_count": 94,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[]"
]
},
"execution_count": 94,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fits = astropy.io.fits.open('data/PTF_201307021787_i_p_scie_t041723_u016616794_f02_p003486_c11.fits')\n",
"fits"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's grab the first (and only) HDU of this FITS file:"
]
},
{
"cell_type": "code",
"execution_count": 95,
"metadata": {},
"outputs": [],
"source": [
"hdu = fits[0]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Then let's take a look at the contents of the header:"
]
},
{
"cell_type": "code",
"execution_count": 96,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"SIMPLE = T / Fits standard \n",
"BITPIX = -32 / FOUR-BYTE SINGLE PRECISION FLOATING POINT \n",
"NAXIS = 2 / STANDARD FITS FORMAT \n",
"NAXIS1 = 2048 / STANDARD FITS FORMAT \n",
"NAXIS2 = 4096 / STANDARD FITS FORMAT \n",
"ORIGIN = 'Palomar Transient Factory' / Origin of these image data \n",
"CREATOR = 'Infrared Processing and Analysis Center' / Creator of this FITS file \n",
"TELESCOP= 'P48 ' / Name of telescope \n",
"INSTRUME= 'PTF/MOSAIC' / Instrument name \n",
"OBSERVER= 'KulkarniPTF' / Observer name and project \n",
"CCDID = '11 ' / CCD number (0..11) \n",
"DATE-OBS= '2013-07-02T04:17:23.555' / UTC shutter time YYYY-MM-DDTHH:MM:SS.SSS \n",
"DATE = '2013-07-01T21:35:19' / File creation date (YYYY-MM-DDThh:mm:ss UT) \n",
"REFERENC= 'http://www.astro.caltech.edu/ptf' / URL of PTF website \n",
" \n",
" / PROPOSAL INFORMATION \n",
" \n",
"PTFPRPI = 'Kulkarni' / PTF Project PI \n",
"PTFPID = '30011 ' / Project type: 00000-49999 \n",
"OBJECT = 'PTF_survey' / Fields object \n",
"PTFFIELD= '3486 ' / PTF unique field ID \n",
"PTFFLAG = '1 ' / 1 = PTF; 0 = non-PTF category \n",
" \n",
" / TIME AND EXPOSURE INFORMATION \n",
" \n",
"FILTER = 'R ' / Filter name \n",
"FILTERID= '2 ' / Filter ID \n",
"FILTERSL= '1 ' / Filter changer slot position \n",
"EXPTIME = 60. / [s] Requested exposure time \n",
"AEXPTIME= 60. / actual exposure time (sec) \n",
"UTC-OBS = '2013-07-02T04:17:23.555' / UTC time shutter open YYYY-MM-DDTHH:MM:SS.\n",
"OBSJD = 2456475.67874 / [day] Julian day corresponds to UTC-OBS \n",
"OBSMJD = 56475.17874 / MJD corresponds to UTC-OBS (day) \n",
"OBSLST = '15:11:26.46' / Mean LST corresponds to UTC-OBS 'HH:MM:SS.S' \n",
"HOURANG = '0:48:14.61' / Mean HA (sHH:MM:SS.S) based on LMST at UTC-OBS \n",
"HJD = 2456475.68019 / [day] Heliocentric Julian Day \n",
"OBSTYPE = 'object ' / Image type (dark,science,bias,focus) \n",
"IMGTYP = 'object ' / Image type (dark,science,bias,focus) \n",
" \n",
" / MOON AND SUN \n",
" \n",
"MOONRA = 30.98457 / [deg] Moon J2000.0 R.A. \n",
"MOONDEC = 12.984756 / [deg] Moon J2000.0 Dec. \n",
"MOONILLF= -0.306369 / [frac] Moon illuminated fraction \n",
"MOONPHAS= 247.2158 / [deg] Moon phase angle \n",
"MOONESB = -0. / Moon excess in sky brightness V-band \n",
"MOONALT = -40.94289 / [deg] Moon altitude \n",
"SUNAZ = 310.3019 / [deg] Sun azimuth \n",
"SUNALT = -14.00398 / [deg] Sun altitude \n",
" \n",
" / PHOTOMETRY \n",
" \n",
"BUNIT = 'DN ' / Data number (analog-to-digital units or ADU) \n",
"PHTCALEX= 1 / Was phot.-cal. module executed? \n",
"PHTCALFL= 1 / Flag for image is photometric (0=N, 1=Y) \n",
"PCALRMSE= 0.215766 / RMSE from (zeropoint, extinction) data fit \n",
"IMAGEZPT= 23.72382 / Image magnitude zeropoint \n",
"COLORTRM= -0.012228 / Image color term (g-r) \n",
"ZPTSIGMA= 1.886777 / Robust dispersion of SEx-SDSS magnitudes \n",
"IZPORIG = 'SDSS ' / Photometric-calibration origin \n",
"ZPRULE = 'DIRECT ' / Photometric-calibration method \n",
"MAGZPT = 23.77773 / Magnitude zeropoint at airmass=1 \n",
"EXTINCT = -0.195707 / Extinction \n",
"APSFILT = 'r ' / SDSS filter used in abs phot cal \n",
"APSCOL = 'r-i ' / SDSS color used in abs phot cal \n",
"APRMS = 0.05618604 / RMS in mag of final abs phot cal \n",
"APBSRMS = 0.0344094 / RMS in mag of final abs phot cal for bright sta\n",
"APNSTDI1= 177080 / Number of standard stars in first iteration \n",
"APNSTDIF= 160107 / Number of standard stars in final iteration \n",
"APCHI2 = 771280.24477198 / Chi2 of final abs phot cal \n",
"APDOF = 160096. / Dof of chi2 of final abs phot cal \n",
"APMEDJD = 2456475.80246722 / Median JD used in abs phot cal \n",
"APPN01 = 'ZeroPoint' / Name of parameter abs phot cal 01 \n",
"APPAR01 = 23.68493517 / Value of parameter abs phot cal 01 \n",
"APPARE01= 0.0026937 / Error of parameter abs phot cal 01 \n",
"APPN02 = 'ColorTerm' / Name of parameter abs phot cal 02 \n",
"APPAR02 = -0.03174945 / Value of parameter abs phot cal 02 \n",
"APPARE02= 0.00383537 / Error of parameter abs phot cal 02 \n",
"APPN03 = 'AirMassTerm' / Name of parameter abs phot cal 03 \n",
"APPAR03 = -0.28459543 / Value of parameter abs phot cal 03 \n",
"APPARE03= 0.00226667 / Error of parameter abs phot cal 03 \n",
"APPN04 = 'AirMassColorTerm' / Name of parameter abs phot cal 04 \n",
"APPAR04 = 0.24261075 / Value of parameter abs phot cal 04 \n",
"APPARE04= 0.00313212 / Error of parameter abs phot cal 04 \n",
"APPN05 = 'TimeTerm' / Name of parameter abs phot cal 05 \n",
"APPAR05 = 0.19911481 / Value of parameter abs phot cal 05 \n",
"APPARE05= 0.00219937 / Error of parameter abs phot cal 05 \n",
"APPN06 = 'Time2Term' / Name of parameter abs phot cal 06 \n",
"APPAR06 = 1.65698453 / Value of parameter abs phot cal 06 \n",
"APPARE06= 0.02684713 / Error of parameter abs phot cal 06 \n",
"APPN07 = 'XTerm ' / Name of parameter abs phot cal 07 \n",
"APPAR07 = 0.02703671 / Value of parameter abs phot cal 07 \n",
"APPARE07= 0.00053429 / Error of parameter abs phot cal 07 \n",
"APPN08 = 'YTerm ' / Name of parameter abs phot cal 08 \n",
"APPAR08 = -0.01528394 / Value of parameter abs phot cal 08 \n",
"APPARE08= 0.00131972 / Error of parameter abs phot cal 08 \n",
"APPN09 = 'Y2Term ' / Name of parameter abs phot cal 09 \n",
"APPAR09 = 0.00938432 / Value of parameter abs phot cal 09 \n",
"APPARE09= 0.00208283 / Error of parameter abs phot cal 09 \n",
"APPN10 = 'Y3Term ' / Name of parameter abs phot cal 10 \n",
"APPAR10 = 0.03443254 / Value of parameter abs phot cal 10 \n",
"APPARE10= 0.00825142 / Error of parameter abs phot cal 10 \n",
"APPN11 = 'XYTerm ' / Name of parameter abs phot cal 11 \n",
"APPAR11 = 0.01025838 / Value of parameter abs phot cal 11 \n",
"APPARE11= 0.00188474 / Error of parameter abs phot cal 11 \n",
" \n",
" / ASTROMETRY \n",
" \n",
"WCSAXES = 2 / Number of axes in world coordinate system \n",
"CRVAL1 = 217.309490953823 / [deg] RA of reference point \n",
"CRVAL2 = 16.6581466832508 / [deg] DEC of reference point \n",
"CRPIX1 = 1497.193 / [pix] Image reference point \n",
"CRPIX2 = 609.3031 / [pix] Image reference point \n",
"CTYPE1 = 'RA---TAN-SIP' / TAN (gnomic) projection + SIP distortions \n",
"CTYPE2 = 'DEC--TAN-SIP' / TAN (gnomic) projection + SIP distortions \n",
"CUNIT1 = 'deg ' / Image axis-1 celestial-coordinate units \n",
"CUNIT2 = 'deg ' / Image axis-2 celestial-coordinate units \n",
"CRTYPE1 = 'deg ' / Data units of CRVAL1 \n",
"CRTYPE2 = 'deg ' / Data units of CRVAL2 \n",
"CD1_1 = 0.000280377484830748 / Transformation matrix \n",
"CD1_2 = -1.71606271442079E-06 \n",
"CD2_1 = -1.61073877029747E-06 \n",
"CD2_2 = -0.000280943199913645 \n",
"OBJRA = '14:22:34.454' / Requested field J2000.0 Ra. \n",
"OBJDEC = '+16:52:30.00' / Requested field J2000.0 Dec. \n",
"OBJRAD = 215.64356 / [deg] Requested field RA (J2000.0) \n",
"OBJDECD = 16.875 / [deg] Requested field Dec (J2000.0) \n",
"PIXSCALE= 1.01 / [arcsec/pix] Pixel scale \n",
"EQUINOX = 2000. / [yr] Equatorial coordinates definition \n",
"LONPOLE = 180. \n",
"LATPOLE = 0. \n",
" \n",
" / IMAGE QUALITY \n",
" \n",
"SEEING = 1.71 / [pix] Seeing FWHM \n",
"PEAKDIST= 0.389898704794061 / [pix] Mean dist brightest pixel-centroid pixel \n",
"ELLIP = 0.107 / Mean image ellipticity A/B \n",
"ELLIPPA = -35.01 / [deg] Mean image ellipticity PA \n",
"FBIAS = 689.3355 / [DN] Floating bias of the image \n",
"SATURVAL= 53000. / [DN] Saturation value of the CCD array \n",
"FWHMSEX = 1.85 / [arcsec] SExtractor SEEING estimate \n",
"MDSKYMAG= 20.39761 / [mag/s-arcsec^2] Median sky obsolete \n",
"MSMAPCZP= 20.05711 / [mag/s-arcsec^2] Median sky abs. phot. cal. \n",
"LIMITMAG= 21.74218 / [mag/s-arcsec^2] Limiting magnitude obsolete \n",
"LMGAPCZP= 21.40168 / [mag/s-arcsec^2] Limiting mag. abs. phot. cal. \n",
"MEDFWHM = 2.608781 / [arcsecond] Median FWHM \n",
"MEDELONG= 1.168383 / [dimensionless] Median elongation \n",
"STDELONG= 0.6377625 / [dimensionless] Std. dev. of elongation \n",
"MEDTHETA= -7.846824 / [deg] Atan(median sin(theta)/median cos(theta))\n",
"STDTHETA= 64.7667 / [deg] Atan(stddev sin(theta)/stddev cos(theta))\n",
"MEDDLMAG= 30.16257 / [mag/s-arcsec^2] Median (MU_MAX-MAG_AUTO) \n",
"STDDLMAG= 1.823812 / [mag/s-arcsec^2] Stddev of (MU_MAX-MAG_AUTO) \n",
" \n",
" / OBSERVATORY AND TCS \n",
" \n",
"OCS_TIME= '2013-07-02T04:17:23.461' / UTC Date for OCS calc time-dep params \n",
"OPERMODE= 'OCS ' / Mode of operation: OCS | Manual | N/A \n",
"SOFTVER = '1.1.1.1 ' / Softwere version (TCS.Camera.OCS.Sched) \n",
"OCS_VER = '1 ' / OCS software version and date \n",
"TCS_VER = '1 ' / TCS software version and date \n",
"SCH_VER = '1 ' / OCS-Scheduler software version and date \n",
"MAT_VER = '7.7.0.471' / Matlab version \n",
"HDR_VER = '1 ' / Header version \n",
"TRIGGER = 'N/A ' / trigger ID for TOO, e.g. VOEVENT-Nr \n",
"TCSMODE = 'Star ' / TCS fundamental mode \n",
"TCSSMODE= 'Active ' / TCS fundamental submode \n",
"TCSFMODE= 'Pos ' / TCS focus mode \n",
"TCSFSMOD= 'On-Target' / TCS focus submode \n",
"TCSDMODE= 'Stop ' / TCS dome mode \n",
"TCSDSMOD= 'N/A ' / TCS dome submode \n",
"TCSWMODE= 'Slave ' / TCS windscreen mode \n",
"TCSWSMOD= 'N/A ' / TCS windscreen submode \n",
"OBSLAT = 33.3574 / [deg] Telescope geodetic latitude in WGS84 \n",
"OBSLON = -116.8599 / [deg] Telescope geodetic longitude in WGS84 \n",
"OBSALT = 1703.2 / [m] Telescope geodetic altitude in WGS84 \n",
"DEFOCUS = 0. / [mm] Focus position - nominal focus \n",
"FOCUSPOS= 1.3785 / [mm] Exposures focusPos \n",
"DOMESTAT= 'open ' / Dome status at begining of exposure \n",
"TRACKRA = 10.6 / [arcsec/hr] Track speed RA rel to sidereal \n",
"TRACKDEC= 1.3 / [arcsec/hr] Track speed Dec rel to sidereal \n",
"AZIMUTH = 216.6835 / [deg] Telescope Azimuth \n",
"ALTITUDE= 70.18806 / [deg] Telescope altitude \n",
"AIRMASS = 1.062788 / Telescope airmass \n",
"TELRA = 215.7994 / [deg] Telescope ap equinox of date RA \n",
"TELDEC = 16.8139 / [deg] Telescope ap equinox of date Dec \n",
"TELHA = 12.0595 / [deg] Telescope ap equinox of date HA \n",
"DOMEAZ = 215.3933 / [deg] Dome azimuth \n",
"WINDSCAL= 10.1089 / [deg] Wind screen altitude \n",
"WINDDIR = 1.6 / [deg] Azimuth of wind direction \n",
"WINDSPED= 9.1656 / Wind speed (km/hour) \n",
"OUTTEMP = 23.33333 / [C] Outside temperature \n",
"OUTRELHU= 0.409 / [frac] Outside relative humidity \n",
"OUTDEWPT= 9.277778 / [C] Outside dew point \n",
" \n",
" / INSTRUMENT TELEMETRY \n",
" \n",
"PANID = '_p48s ' / PAN identification \n",
"DHSID = '_p48s ' / DHS identification \n",
"CCDSEC = '[1:2048,1:4096]' / CCD section \n",
"CCDSIZE = '[1:2048,1:4096]' / CCD size \n",
"DATASEC = '[1:2048,1:4096]' / Data section \n",
"DETSEC = '[1:2048,1:4096]' / Detector section \n",
"ROISEC = '[1:2048,1:4096]' / ROI section \n",
"FPA = 'P48MOSAIC' / Focal plan array \n",
"CCDNAME = 'W7C1 ' / Detector mfg serial number \n",
"CHECKSUM= ' ' / Image header unit checksum \n",
"DATASUM = ' ' / Image data unit checksum \n",
"DHEINF = 'SDSU, Gen-III' / Controller info \n",
"DHEFIRM = '/usr/src/dsp/20090618/tim_m.lod' / DSP software \n",
"CAM_VER = '20090615.1.3.100000' / Camera server date.rev.cfitsio \n",
"LV_VER = '8.5 ' / LabVIEW software version \n",
"PCI_VER = '2.0c ' / Astropci software version \n",
"DETID = 'PTF/MOSAIC' / Detector ID \n",
"AUTHOR = 'PTF/OCS/TCS/Camera' / Source for header information \n",
"DATAMIN = 0. / Minimum value for array \n",
"ROISTATE= 'ROI ' / ROI State (FULL | ROI) \n",
"LEDBLUE = 'OFF ' / 470nm LED state (ON | OFF) \n",
"LEDRED = 'OFF ' / 660nm LED state (ON | OFF) \n",
"LEDNIR = 'OFF ' / 880nm LED state (ON | OFF) \n",
"CCD9TEMP= 175.002 / [K] 0x0 servo temp sensor on CCD09 \n",
"HSTEMP = 150.25 / [K] 0x1 heat spreader temp \n",
"DHE0TEMP= 303.015 / [K] 0x2 detector head electronics temp, master \n",
"DHE1TEMP= 304.935 / [K] 0x3 detector head electronics temp, slave \n",
"DEWWTEMP= 292.787 / [K] 0x4 dewar wall temp \n",
"HEADTEMP= 141.038 / [K] 0x5 cryo cooler cold head temp \n",
"CCD5TEMP= 175.312 / [K] 0x6 temp sensor on CCD05 \n",
"CCD11TEM= 176.263 / [K] 0x7 temp sensor on CCD11 \n",
"CCD0TEMP= 169.376 / [K] 0x8 temp sensor on CCD00 \n",
"RSTEMP = 241.756 / [K] 0x9 temp sensor on radiation shield \n",
"DEWPRESS= 2.3 / [milli-torr] Dewar pressure \n",
"DETHEAT = 28.5 / [%] Detector focal plane heater power \n",
"NAMPSXY = '6 2 ' / Number of amplifiers in x y \n",
"CCDSUM = '1 1 ' / [pix] Binning in x and y \n",
"MODELFOC= 'N/A ' / MODELFOC \n",
"EXPCKSUM= '4VHn7S9l4SEl4S9l' / Primary header unit checksum \n",
"EXPDTSUM= ' 0' / Primary data unit checksum \n",
"GAIN = 1.5 / [e-/D.N.] Gain of detector. \n",
"READNOI = 5.2 / [e-] Read noise of detector. \n",
"DARKCUR = 0.1 / [e-/s] Dark current of detector \n",
" \n",
" / SCAMP DISTORTION KEYWORDS \n",
" \n",
"RADECSYS= 'ICRS ' / Astrometric system \n",
"PV1_0 = 0. / Projection distortion parameter \n",
"PV1_1 = 1. / Projection distortion parameter \n",
"PV1_2 = 0. / Projection distortion parameter \n",
"PV1_4 = -0.00173789497161513 / Projection distortion parameter \n",
"PV1_5 = 6.00083003595371E-05 / Projection distortion parameter \n",
"PV1_6 = -0.00054585707358405 / Projection distortion parameter \n",
"PV1_7 = -0.00133490210858131 / Projection distortion parameter \n",
"PV1_8 = 0.000173741003278833 / Projection distortion parameter \n",
"PV1_9 = -0.000547160675264968 / Projection distortion parameter \n",
"PV1_10 = 0.000251433351740168 / Projection distortion parameter \n",
"PV1_12 = -0.00328774077188989 / Projection distortion parameter \n",
"PV1_13 = -0.000280710215945655 / Projection distortion parameter \n",
"PV1_14 = 0.000714951620183291 / Projection distortion parameter \n",
"PV1_15 = -0.000275634808657675 / Projection distortion parameter \n",
"PV1_16 = 0.000192684172156633 / Projection distortion parameter \n",
"PV2_0 = 0. / Projection distortion parameter \n",
"PV2_1 = 1. / Projection distortion parameter \n",
"PV2_2 = 0. / Projection distortion parameter \n",
"PV2_4 = 0.00025061777603867 / Projection distortion parameter \n",
"PV2_5 = -0.00125376481783182 / Projection distortion parameter \n",
"PV2_6 = -0.000118547045320473 / Projection distortion parameter \n",
"PV2_7 = -0.000709046387896288 / Projection distortion parameter \n",
"PV2_8 = 0.000780095509401425 / Projection distortion parameter \n",
"PV2_9 = -0.000924905030225836 / Projection distortion parameter \n",
"PV2_10 = -0.000525520061118934 / Projection distortion parameter \n",
"PV2_12 = -0.000283472622900895 / Projection distortion parameter \n",
"PV2_13 = 0.000738353372557653 / Projection distortion parameter \n",
"PV2_14 = 0.000164958172111789 / Projection distortion parameter \n",
"PV2_15 = -0.00144743155797026 / Projection distortion parameter \n",
"PV2_16 = -0.000422174086212961 / Projection distortion parameter \n",
"FGROUPNO= 1 / SCAMP field group label \n",
"ASTIRMS1= 0. / Astrom. dispersion RMS (intern., high S/N) \n",
"ASTIRMS2= 0. / Astrom. dispersion RMS (intern., high S/N) \n",
"ASTRRMS1= 2.60633E-05 / Astrom. dispersion RMS (ref., high S/N) \n",
"ASTRRMS2= 2.679676E-05 / Astrom. dispersion RMS (ref., high S/N) \n",
"ASTINST = 1 / SCAMP astrometric instrument label \n",
"FLXSCALE= 0. / SCAMP relative flux scale \n",
"MAGZEROP= 0. / SCAMP zero-point \n",
"PHOTIRMS= 0. / mag dispersion RMS (internal, high S/N) \n",
"RA_RMS = 0.4284936 / [arcsec] RMS of SCAMP fit from 2MASS matching \n",
"DEC_RMS = 0.3289862 / [arcsec] RMS of SCAMP fit from 2MASS matching \n",
"ASTROMN = 1003 / Number of stars in SCAMP astrometric solution \n",
"SCAMPPTH= '/ptf/pos/archive/fallbackcal/scamp/11/' / SCAMP catalog path \n",
"SCAMPFIL= 'PTF_201102044118_c_e_sdss_t095258_u003860515_f01_p003486_c11.fits' \n",
" \n",
" / SIP DISTORTION KEYWORDS \n",
" \n",
"A_ORDER = 4 / Distortion order for A \n",
"A_0_2 = -1.53991686981733E-07 / Projection distortion parameter \n",
"A_0_3 = -1.9961153583439E-11 / Projection distortion parameter \n",
"A_0_4 = 4.28220501859733E-15 / Projection distortion parameter \n",
"A_1_1 = -1.48140435828959E-08 / Projection distortion parameter \n",
"A_1_2 = -4.37451084272745E-11 / Projection distortion parameter \n",
"A_1_3 = 6.11763923987906E-15 / Projection distortion parameter \n",
"A_2_0 = -4.87160559968282E-07 / Projection distortion parameter \n",
"A_2_1 = -1.27084757090404E-11 / Projection distortion parameter \n",
"A_2_2 = 1.57779409644097E-14 / Projection distortion parameter \n",
"A_3_0 = -1.04765134994984E-10 / Projection distortion parameter \n",
"A_3_1 = 7.95789862286398E-15 / Projection distortion parameter \n",
"A_4_0 = -7.23704568938464E-14 / Projection distortion parameter \n",
"A_DMAX = 2.44291521352919 / Projection distortion parameter \n",
"B_ORDER = 4 / Distortion order for B \n",
"B_0_2 = -6.7373693835656E-08 / Projection distortion parameter \n",
"B_0_3 = -5.54765729401967E-11 / Projection distortion parameter \n",
"B_0_4 = 6.16120047283346E-15 / Projection distortion parameter \n",
"B_1_1 = -3.5264356557202E-07 / Projection distortion parameter \n",
"B_1_2 = -6.12610617364653E-11 / Projection distortion parameter \n",
"B_1_3 = 1.64880764414739E-14 / Projection distortion parameter \n",
"B_2_0 = 3.39463080480267E-08 / Projection distortion parameter \n",
"B_2_1 = -7.40973776817625E-11 / Projection distortion parameter \n",
"B_2_2 = -2.8629870353495E-15 / Projection distortion parameter \n",
"B_3_0 = 4.14105136847929E-11 / Projection distortion parameter \n",
"B_3_1 = -3.22124747225646E-14 / Projection distortion parameter \n",
"B_4_0 = 9.51825972208521E-15 / Projection distortion parameter \n",
"B_DMAX = 2.95057287643024 / Projection distortion parameter \n",
"AP_ORDER= 4 / Distortion order for AP \n",
"AP_0_1 = 2.05105623663409E-08 / Projection distortion parameter \n",
"AP_0_2 = 1.54047990787523E-07 / Projection distortion parameter \n",
"AP_0_3 = 1.99841723199859E-11 / Projection distortion parameter \n",
"AP_0_4 = -4.27260819246964E-15 / Projection distortion parameter \n",
"AP_1_0 = -7.88989114580002E-08 / Projection distortion parameter \n",
"AP_1_1 = 1.49024754213322E-08 / Projection distortion parameter \n",
"AP_1_2 = 4.39773302986539E-11 / Projection distortion parameter \n",
"AP_1_3 = -6.1078457561122E-15 / Projection distortion parameter \n",
"AP_2_0 = 4.87351326761802E-07 / Projection distortion parameter \n",
"AP_2_1 = 1.27034030399091E-11 / Projection distortion parameter \n",
"AP_2_2 = -1.56781266527055E-14 / Projection distortion parameter \n",
"AP_3_0 = 1.05609755183277E-10 / Projection distortion parameter \n",
"AP_3_1 = -7.88269146660008E-15 / Projection distortion parameter \n",
"AP_4_0 = 7.2479268759029E-14 / Projection distortion parameter \n",
"BP_ORDER= 4 / Distortion order for BP \n",
"BP_0_1 = -3.61828763934933E-08 / Projection distortion parameter \n",
"BP_0_2 = 6.74317721340757E-08 / Projection distortion parameter \n",
"BP_0_3 = 5.55651238033361E-11 / Projection distortion parameter \n",
"BP_0_4 = -6.14956183405539E-15 / Projection distortion parameter \n",
"BP_1_0 = -5.01841161647254E-08 / Projection distortion parameter \n",
"BP_1_1 = 3.52809293826258E-07 / Projection distortion parameter \n",
"BP_1_2 = 6.13665672637537E-11 / Projection distortion parameter \n",
"BP_1_3 = -1.64300062518365E-14 / Projection distortion parameter \n",
"BP_2_0 = -3.4054112344702E-08 / Projection distortion parameter \n",
"BP_2_1 = 7.45298070253847E-11 / Projection distortion parameter \n",
"BP_2_2 = 2.92717865788252E-15 / Projection distortion parameter \n",
"BP_3_0 = -4.14183265768535E-11 / Projection distortion parameter \n",
"BP_3_1 = 3.23323470749901E-14 / Projection distortion parameter \n",
"BP_4_0 = -9.48831790286268E-15 / Projection distortion parameter \n",
" \n",
" / DATA FLOW \n",
" \n",
"ORIGNAME= '/data/PTF_default_56753.fits' / Filename as written by the camera \n",
"FILENAME= 'PTF201307021787_2_o_56753.fits' / Filename of delivered camera image \n",
"PROCORIG= 'IPAC-PTF pipelines' / Processing origin \n",
"PROCDATE= 'Wed Jul 3 19:07:12 2013' / Processing date/time (Pacific time) \n",
"PTFVERSN= 5. / Version of PTFSCIENCEPIPELINE program \n",
"PMASKPTH= '/ptf/pos/archive/fallbackcal/pmasks/' / Pathname of pixel mask \n",
"PMASKFIL= '70sOn35s_pixmask_chip11.trimmed.v4.fits' / Filename of pixel mask \n",
"SFLATPTH= '/ptf/pos/sbx2/2013/07/02/f2/c11/cal/p4/cId98684/' / Pathname of super\n",
"SFLATFIL= 'PTF_201307020000_i_s_flat_t120000_u000098684_f02_p000000_c11.fits' \n",
"SBIASPTH= '/ptf/pos/sbx2/2013/07/02/f2/c11/cal/p1/cId98678/' / Pathname of super\n",
"SBIASFIL= 'PTF_201307020000_i_s_bias_t120000_u000098678_f00_p000000_c11.fits' \n",
"DBNID = 1550 / Database night ID \n",
"DBEXPID = 342625 / Database exposure ID \n",
"DBRID = 5743856 / Database raw-image ID \n",
"DBPID = 16616794 / Database processed-image ID \n",
"DBFID = 2 / Database filter ID \n",
"DBPIID = 1 / Database P.I. ID \n",
"DBPRID = 17 / Database project ID \n",
"DBFIELD = 342625 / Database field ID \n",
"DBSVID = 51 / Database software-version ID \n",
"DBCVID = 57 / Database config-data-file ID \n",
"INFOBITS= 0 / Database infobits (2^2 and 2^3 excluded) "
]
},
"execution_count": 96,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"hdu.header"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now let's plot the image data. But let's use sigma-clipping to pick a nice scale for the image."
]
},
{
"cell_type": "code",
"execution_count": 97,
"metadata": {},
"outputs": [],
"source": [
"mean, median, std = astropy.stats.sigma_clipped_stats(hdu.data)"
]
},
{
"cell_type": "code",
"execution_count": 98,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0,0.5,'pixel $y$')"
]
},
"execution_count": 98,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(20, 10))\n",
"plt.imshow(hdu.data, vmin=mean-std, vmax=mean+3*std, cmap='binary')\n",
"plt.xlabel('pixel $x$')\n",
"plt.ylabel('pixel $y$')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"I happen to know that there is something interesting to look at near $\\mathrm{RA, Dec}=14^\\mathrm{h}29^{m}14.781^{s}, +15^\\circ46^\\prime26.385^{\\prime\\prime}$. Let's open the catalog file from IPAC and find this object."
]
},
{
"cell_type": "code",
"execution_count": 99,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"Table length=3677 \n",
"\n",
"NUMBER FLAGS XWIN_IMAGE YWIN_IMAGE X_WORLD Y_WORLD XPEAK_IMAGE YPEAK_IMAGE ERRTHETAWIN_IMAGE DELTAWIN_J2000 X2WIN_IMAGE Y2WIN_IMAGE XYWIN_IMAGE AWIN_WORLD BWIN_WORLD MAG_ISO MAGERR_ISO MAG_AUTO MAGERR_AUTO MAG_ISOCOR MAGERR_ISOCOR MAG_APER [5] MAGERR_APER [5] MAG_PETRO MAGERR_PETRO MAG_BEST MAGERR_BEST MU_THRESHOLD MU_MAX BACKGROUND THRESHOLD ALPHAWIN_J2000 THETAWIN_IMAGE THETAWIN_J2000 ELONGATION ISOAREA_WORLD ISOAREAF_WORLD ISO0 ISO1 ISO2 ISO3 ISO4 ISO5 ISO6 ISO7 FWHM_IMAGE KRON_RADIUS PETRO_RADIUS CLASS_STAR FLUX_BEST FLUXERR_BEST FLUX_AUTO FLUXERR_AUTO FLUX_ISO FLUXERR_ISO FLUX_APER [5] FLUXERR_APER [5] X_IMAGE Y_IMAGE X2_IMAGE Y2_IMAGE XY_IMAGE THETA_IMAGE ERRAWIN_IMAGE ERRBWIN_IMAGE THETAWIN_WORLD ERRX2WIN_IMAGE ERRY2WIN_IMAGE ERRXYWIN_IMAGE FLUX_RADIUS [5] IMAFLAGS_ISO NIMAFLAGS_ISO ERRAWIN_WORLD ERRBWIN_WORLD ERRTHETAWIN_WORLD A_IMAGE ERRA_IMAGE B_IMAGE ERRB_IMAGE A_WORLD ERRA_WORLD B_WORLD ERRB_WORLD ERRTHETA_IMAGE ERRX2_IMAGE ERRY2_IMAGE ERRXY_IMAGE AWIN_IMAGE BWIN_IMAGE FLUX_PETRO FLUXERR_PETRO ZEROPOINT \n",
"pix pix deg deg pix pix deg deg pix2 pix2 pix2 deg deg mag mag mag mag mag mag mag mag mag mag mag mag mag / arcsec2 mag / arcsec2 ct ct deg deg deg deg2 deg2 pix2 pix2 pix2 pix2 pix2 pix2 pix2 pix2 pix ct ct ct ct ct ct ct ct pix pix pix2 pix2 pix2 deg pix pix deg pix2 pix2 pix2 pix deg deg deg pix pix pix pix deg deg deg deg deg pix2 pix2 pix2 pix pix ct ct \n",
"int32 int16 float64 float64 float64 float64 int32 int32 float32 float64 float64 float64 float64 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float64 float32 float32 float32 float32 float32 int32 int32 int32 int32 int32 int32 int32 int32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float64 float64 float64 float32 float32 float32 float32 float64 float64 float64 float32 int32 int32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float32 float64 float64 float64 float32 float32 float32 float32 float32 \n",
"1 28 2043.074 214.094 2.1746988032e+02 1.6768041142e+01 2043 212 87.4 16.7682110 5.6769986187e+00 1.6965502946e+01 6.5196985681e-02 0.001157005 0.0006676022 -17.5135 0.0003 -17.4988 0.0003 -17.5144 0.0003 -13.2036 .. -16.4910 0.0033 .. 0.0005 -17.5118 0.0003 -17.4988 0.0003 -4.0448 -11.9232 1316.305 38.65126 217.4699923 89.7 0.06 4.558 8.099405e-05 8.729097e-05 1029 717 465 304 237 203 178 167 29.24 2.50 5.28 0.71 9989354 2799.243 9989354 2799.243 1.012528e+07 2911.335 191172.9 .. 3948118 584.841 .. 1915.655 2042.695 214.701 5.2066121064e+00 1.0815026130e+02 -5.6963231037e-02 -90.0 0.0011 0.0009 89.9 7.4104895621e-07 1.1675932674e-06 1.9696284927e-08 3.719 .. 22.713 962 947 3.03627e-07 2.410763e-07 -87.8 10.400 0.0034 2.282 0.0010 0.002921241 9.450149e-07 0.0006393165 2.804898e-07 89.7 1.0020437010e-06 1.1318135079e-05 5.4623076615e-08 4.119 2.383 1.010962e+07 2991.671 27.846247 \n",
"2 4 65.380 121.919 2.1689073057e+02 1.6797018546e+01 66 122 -89.0 16.7970191 1.3250237361e+00 2.1440943129e+00 -9.7237642208e-03 0.0004115421 0.0003232088 -15.5504 0.0008 -15.5137 0.0007 -15.5526 0.0008 -13.1979 .. -15.5172 0.0034 .. 0.0007 -15.5396 0.0007 -15.5137 0.0007 -3.9759 -11.9204 1302.128 42.14668 216.8907428 -89.3 0.92 1.374 2.684059e-05 3.164199e-05 348 234 135 86 56 42 32 25 2.17 2.50 3.96 0.99 1605065 1061.007 1605065 1061.007 1660124 1192.634 190185.4 .. 1610221 589.9341 .. 1068.229 65.338 121.922 2.8985469346e+00 5.4736777658e+00 -2.9297647083e-02 -89.3 0.0009 0.0008 89.1 6.1528742993e-07 7.8340161585e-07 -2.8935308061e-09 1.477 .. 4.477 258 301 2.487633e-07 2.202488e-07 88.8 2.340 0.0028 1.702 0.0021 0.0006575582 7.742271e-07 0.0004780277 5.778505e-07 89.7 4.2348475924e-06 7.5889872594e-06 1.8240460563e-08 1.464 1.151 1643842 1118.459 27.824438 \n",
"3 0 983.166 38.558 2.1715994445e+02 1.6819311393e+01 983 39 55.3 16.8192926 1.1139941515e+00 1.1306721510e+00 4.0566587761e-02 0.0003028937 0.0002918463 -11.0397 0.0146 -10.9770 0.0141 -11.1272 0.0167 -9.3016 .. -10.9005 0.0196 .. 0.0132 -11.3312 0.0257 -10.9770 0.0141 -4.0448 -8.2182 1296.623 41.99482 217.1599069 50.8 -37.72 1.179 8.894391e-06 1.054733e-05 113 83 49 29 20 14 7 4 2.74 2.70 7.26 0.03 24591.92 319.0636 24591.92 319.0636 26055.44 349.9035 5255.96 .. 22919.04 95.0915 .. 278.9724 983.294 38.491 4.4003347820e+00 5.3312111907e+00 6.4142420463e-01 63.0 0.0098 0.0097 -52.3 9.5226090170e-05 9.5668119409e-05 5.8885196793e-07 1.121 .. 5.774 2 92 2.752732e-06 2.732792e-06 -62.0 2.379 0.0490 2.018 0.0393 0.0006680026 1.376218e-05 0.0005664813 1.10276e-05 64.0 1.7084132417e-03 2.2366507334e-03 3.3831831693e-04 1.079 1.040 34078.66 806.3724 27.827711 \n",
"4 24 347.435 11.880 2.1697360841e+02 1.6827481128e+01 347 12 16.6 16.8276240 1.0355505696e+01 9.4271396643e+00 6.2975688637e-01 0.0009172358 0.0008479064 -12.4540 0.0077 -12.4115 0.0076 -12.5334 0.0085 -8.9267 .. -11.5708 0.0262 .. 0.0079 -12.4740 0.0142 -12.4115 0.0076 -4.0448 -7.8515 1296.039 38.57433 216.9735960 26.8 -62.70 1.250 3.667952e-05 3.959184e-05 466 397 296 189 124 69 22 7 8.31 2.50 5.94 0.02 92170.45 644.9402 92170.45 644.9402 95853.72 682.3517 3721.011 .. 42494.74 89.64857 .. 309.8721 347.479 12.388 2.5359695764e+01 2.0887850756e+01 4.5488104494e+00 31.9 0.0176 0.0174 -27.3 3.0953533623e-04 3.0234345647e-04 2.3611621748e-06 3.193 .. 11.880 2 453 4.944153e-06 4.880243e-06 -18.1 5.310 0.0507 4.249 0.0396 0.001490945 1.425063e-05 0.00119348 1.112322e-05 33.0 2.2771986388e-03 1.8666918714e-03 4.5979305959e-04 3.267 3.018 97637.42 1273.242 27.829847 \n",
"5 0 1419.644 16.543 2.1728782282e+02 1.6824814907e+01 1420 17 52.9 16.8248090 4.4178439291e-01 4.3311540951e-01 7.1139474826e-03 0.0001873106 0.0001839508 -13.3029 0.0024 -13.2559 0.0022 -13.3075 0.0025 -12.3278 .. -13.2972 0.0040 .. 0.0023 -13.2995 0.0024 -13.2559 0.0022 -4.0448 -11.2156 1298.333 42.10085 217.2878236 29.3 -57.81 1.011 6.926605e-06 7.792431e-06 88 67 46 32 23 15 11 4 1.98 2.50 3.96 0.98 200614.2 397.3951 200614.2 397.3951 209490.2 465.5554 85333.2 .. 208391.3 312.4908 .. 447.7514 1419.642 16.522 1.7794715373e+00 1.7409274455e+00 -1.8805991238e-03 -2.8 0.0014 0.0014 -32.2 1.8508188539e-06 1.8686180321e-06 3.1349550057e-08 0.764 .. 3.082 2 87 3.862136e-07 3.79287e-07 -56.2 1.334 0.0045 1.319 0.0045 0.0003740543 1.255708e-06 0.0003706939 1.250092e-06 49.4 1.9914545968e-05 1.9937354494e-05 7.4353676281e-08 0.668 0.655 208834.9 453.9077 27.834558 \n",
"6 0 514.564 10.706 2.1702260024e+02 1.6827724383e+01 514 11 -62.4 16.8277498 5.9142447503e-01 6.5556088470e-01 -1.0051526135e-01 0.0002398509 0.0002020227 -7.2930 0.1261 -7.6631 0.1285 -7.7533 0.1569 -6.4307 .. -7.9112 0.1572 .. 0.1874 -7.6528 0.1402 -7.6631 0.1285 -4.0448 -5.5531 1294.74 42.08438 217.0225999 -53.8 36.08 1.433 6.296913e-07 8.658256e-07 8 6 6 6 5 3 2 2 2.93 3.23 3.50 0.57 1162.136 137.5369 1162.136 137.5369 826.4187 95.98862 373.4989 .. 1460.421 54.04912 .. 251.9493 514.565 10.796 7.9410111742e-01 7.4420238692e-01 -2.6412677874e-01 -42.3 0.0833 0.0828 53.9 6.8785857821e-03 6.9232021883e-03 -3.1993471041e-05 0.880 .. 2.906 2 7 2.340519e-05 2.325019e-05 66.9 1.017 0.1498 0.710 0.0997 0.000285593 4.205139e-05 0.0001993489 2.79971e-05 -41.1 1.7033715173e-02 1.5332180723e-02 -6.1888949186e-03 0.854 0.720 1151.076 148.5741 27.824036 \n",
"7 16 681.212 6.826 2.1707146999e+02 1.6828635858e+01 681 7 6.9 16.8286256 4.4507014800e-01 4.3518368289e-01 3.2035187791e-03 0.0001874013 0.0001851478 -11.2204 0.0085 -11.1853 0.0075 -11.2380 0.0089 -10.2205 .. -11.2299 0.0119 .. 0.0101 -11.2353 0.0110 -11.1853 0.0075 -4.0448 -9.3773 1297.529 42.13911 217.0714577 16.5 -71.57 1.027 3.069745e-06 3.778148e-06 39 31 24 18 13 9 6 3 1.88 2.50 4.62 0.98 29792.91 206.5918 29792.91 206.5918 30771.28 241.5911 12251.4 .. 31041.84 134.256 .. 288.1205 681.254 6.789 1.5324851307e+00 1.4617770069e+00 -1.9257480957e-02 -14.3 0.0041 0.0040 -18.4 1.6616793079e-05 1.6305715315e-05 3.8301279627e-08 0.695 .. 2.958 2 45 1.143899e-06 1.134507e-06 -8.1 1.240 0.0143 1.207 0.0134 0.0003479222 4.016769e-06 0.0003391354 3.754562e-06 -15.3 2.0308719233e-04 1.8039068319e-04 -6.7193523572e-06 0.668 0.659 31196.84 314.963 27.82548 \n",
"8 17 1702.202 3.995 2.1737056495e+02 1.6827823624e+01 1702 4 -88.3 16.8278556 3.9485783164e-01 5.0578787752e-01 -1.8279240727e-02 0.0002003851 0.0001754766 -7.4613 0.1046 -7.4852 0.1071 -7.7460 0.1312 -6.6235 .. -7.8658 0.1366 .. 0.1884 -8.0994 0.1722 -7.7460 0.1312 -4.0448 -5.6556 1296.546 42.34091 217.3706056 -80.9 9.30 1.205 7.084028e-07 7.871142e-07 9 8 7 4 4 4 4 1 2.31 2.50 7.26 0.02 1254.308 151.5553 986.4572 97.26327 964.9769 92.93609 446.0672 .. 1400.677 56.11121 .. 243.0224 1702.064 4.110 5.4506024457e-01 7.8801548301e-01 -1.7972054473e-02 -85.8 0.0611 0.0608 80.7 3.7027137114e-03 3.7375703017e-03 -1.0604899876e-06 0.689 .. 1.909 2 8 1.717515e-05 1.705734e-05 88.6 0.888 0.1128 0.737 0.0893 0.0002496091 3.168354e-05 0.0002066852 2.503702e-05 -89.0 7.9794737455e-03 1.2717063303e-02 -8.6559355843e-05 0.713 0.626 1736.771 275.431 27.84032 \n",
"9 16 1462.955 4.041 2.1730049055e+02 1.6828159935e+01 1463 4 -7.0 16.8282504 4.3208523858e-01 3.0241714646e-01 -5.3747741519e-02 0.0001883899 0.0001494983 -6.2974 0.2121 -6.2974 0.2121 -6.9074 0.2528 -5.8143 .. -3.9690 0.2687 .. 6.8096 -4.6870 2.9836 -6.2974 0.2121 -4.0448 -4.9818 1298.299 42.09095 217.3005322 -19.8 70.28 1.688 3.148457e-07 3.935571e-07 4 4 4 3 3 2 1 1 3.37 2.50 7.26 0.19 330.3375 64.52986 330.3375 64.52986 330.3375 64.52986 211.7029 .. 38.69083 52.38777 .. 242.6062 1462.815 4.364 5.1806758222e-01 2.3159829416e-01 -1.0915492893e-01 -18.7 0.1028 0.1019 19.7 1.0560099709e-02 1.0381090241e-02 -2.2266092367e-05 0.610 .. 1.299 0 0 2.881802e-05 2.862082e-05 8.8 0.745 0.2015 0.441 0.1166 0.0002088159 5.649244e-05 0.0001241215 3.281079e-05 -18.5 3.7883472443e-02 1.6338130602e-02 -8.1444611907e-03 0.672 0.532 74.95251 205.9214 27.834024 \n",
"... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... \n",
"3668 0 633.149 3001.570 2.1705290781e+02 1.5987372267e+01 633 3002 88.0 15.9873833 3.1695085312e-01 3.1255683988e-01 1.4692101828e-02 0.0001609568 0.0001538191 -6.4416 0.1860 -6.4450 0.2178 -6.8966 0.2317 -5.9800 .. -6.9440 0.2301 .. 0.4540 -6.9982 0.2588 -6.4450 0.2178 -4.0524 -5.0998 1314.179 42.02858 217.0529009 40.7 -48.82 1.614 3.935571e-07 3.935571e-07 5 4 3 3 3 2 2 1 2.35 2.72 5.28 0.52 378.4565 75.90158 378.4565 75.90158 377.2543 64.59866 246.6039 .. 599.2498 52.23959 .. 250.5046 633.173 3001.609 4.9827473314e-01 2.3816529236e-01 -9.9857172373e-02 -18.8 0.1009 0.0940 -41.2 8.8338777886e-03 1.0188009690e-02 4.8218427149e-05 0.590 .. 1.351 0 0 2.833521e-05 2.636368e-05 -89.0 0.730 0.1958 0.452 0.1133 0.0002046743 5.491983e-05 0.0001268745 3.180012e-05 -18.4 3.5768722370e-02 1.5379015370e-02 -7.6515311048e-03 0.574 0.548 629.93 150.1085 27.823418 \n",
"3669 0 1349.198 2992.668 2.1726180192e+02 1.5989050378e+01 1349 2993 30.2 15.9890452 4.9992717193e-01 4.5168815976e-01 1.2350089568e-02 0.0001987397 0.0001880702 -9.0294 0.0381 -9.0240 0.0390 -9.1252 0.0438 -8.0382 .. -9.0887 0.0447 .. 0.0651 -9.0747 0.0656 -9.0240 0.0390 -4.0516 -7.1057 1311.011 42.62583 217.2617892 13.6 -76.85 1.130 1.495517e-06 1.731651e-06 19 16 14 11 7 6 3 2 2.19 2.50 4.62 0.43 4069.963 146.1293 4069.963 146.1293 4090.453 143.3382 1641.714 .. 4320.163 67.5742 .. 258.8881 1349.242 2992.649 1.2627686357e+00 1.0631121646e+00 1.0036056951e-01 22.6 0.0203 0.0202 -13.1 4.1143877142e-04 4.1013433214e-04 1.1465648627e-06 0.759 .. 2.665 2 20 5.687514e-06 5.682804e-06 -28.6 1.142 0.0529 1.011 0.0438 0.0003200676 1.481833e-05 0.0002837698 1.229285e-05 25.4 2.6345776193e-03 2.0781525143e-03 3.4015252068e-04 0.709 0.670 4264.755 257.681 27.827106 \n",
"3670 0 480.257 3026.587 2.1700821869e+02 1.5980538406e+01 480 3027 -59.2 15.9805149 5.7886289965e-01 6.1019401366e-01 1.6653773775e-02 0.0002204108 0.0002122875 -8.6307 0.0540 -8.6212 0.0556 -8.8117 0.0659 -7.4545 .. -8.7505 0.0691 .. 0.0869 -8.7453 0.1027 -8.6212 0.0556 -4.0517 -6.3875 1315.907 41.89695 217.0082462 66.6 -21.92 1.175 1.416806e-06 1.810363e-06 18 18 12 10 8 7 4 4 2.52 2.50 5.28 0.20 2808.468 143.6786 2808.468 143.6786 2833.177 140.9358 958.993 .. 3163.677 61.0404 .. 253.008 480.162 3026.504 1.1833870985e+00 1.3657640267e+00 1.8268373761e-01 58.3 0.0333 0.0332 -68.1 1.1049152686e-03 1.1082441067e-03 -3.0670787409e-06 0.843 .. 2.865 2 15 9.358972e-06 9.312046e-06 57.3 1.216 0.0811 1.035 0.0649 0.0003410202 2.274565e-05 0.0002906106 1.821759e-05 60.3 4.7891089193e-03 5.9949305356e-03 1.0218168574e-03 0.786 0.756 3148.517 297.799 27.822645 \n",
"3671 0 438.992 3038.134 2.1699621435e+02 1.5977296508e+01 439 3038 25.7 15.9773136 7.7328533035e-01 7.8177881138e-01 -7.5047803371e-03 0.0002490644 0.0002458616 -9.0859 0.0409 -9.1474 0.0432 -9.2266 0.0488 -7.7208 .. -9.2170 0.0579 .. 0.0570 -9.3546 0.0749 -9.1474 0.0432 -4.0339 -6.8008 1317.021 41.98452 216.9961863 -59.8 31.24 1.025 2.20392e-06 2.361342e-06 28 21 17 12 9 8 4 1 2.74 2.69 5.94 0.02 4559.762 181.2195 4559.762 181.2195 4308.801 162.4483 1225.493 .. 4862.01 65.30345 .. 255.2488 439.089 3038.195 1.5606822514e+00 1.6401189355e+00 -3.6946528436e-03 -87.3 0.0283 0.0282 58.8 7.9751264753e-04 7.9493136342e-04 1.6213178333e-06 0.945 .. 3.459 2 24 7.923373e-06 7.914764e-06 -7.2 1.281 0.0622 1.249 0.0595 0.0003595768 1.744968e-05 0.0003504417 1.66874e-05 77.7 3.5496666568e-03 3.8518509101e-03 6.9061212639e-05 0.887 0.877 5518.571 380.4832 27.822363 \n",
"3672 0 1200.923 2973.869 2.1721859432e+02 1.5994474845e+01 1201 2974 -63.2 15.9945088 4.6180383224e-01 5.2668444271e-01 -1.0539288851e-01 0.0002183673 0.0001735725 -6.7242 0.1707 -6.7242 0.1707 -7.2693 0.2079 -5.8372 .. -6.9528 0.2663 .. 0.4545 -7.0798 0.2780 -6.7242 0.1707 -4.0463 -4.8670 1312.255 42.37002 217.2185822 -53.6 36.56 1.677 5.509799e-07 5.509799e-07 7 6 6 6 4 3 3 2 4.05 2.50 5.28 0.00 489.3994 76.93464 489.3994 76.93464 489.3994 76.93464 216.2127 .. 604.0984 53.01835 .. 252.7975 1200.965 2973.990 5.2971578939e-01 5.3752872920e-01 -2.5352386331e-01 -45.4 0.1110 0.1101 53.4 1.2166436645e-02 1.2286774291e-02 -8.1456611196e-05 0.684 .. 1.641 0 0 3.118279e-05 3.085466e-05 62.1 0.887 0.1990 0.529 0.1152 0.0002491066 5.587126e-05 0.0001482364 3.227017e-05 -45.0 2.6453803700e-02 2.6419403872e-02 -1.3164182300e-02 0.778 0.620 679.0667 173.8118 27.827667 \n",
"3673 0 1900.714 2959.848 2.1742267631e+02 1.5997509267e+01 1901 2960 14.8 15.9974985 4.5932568139e-01 3.8612735148e-01 7.2142228876e-02 0.0001987712 0.0001641378 -6.7399 0.1625 -6.8668 0.1560 -7.1526 0.2036 -6.0360 .. -6.7282 0.2293 .. 0.5789 -6.6487 0.5401 -6.8668 0.1560 -4.0414 -5.0627 1311.327 43.96854 217.4226542 31.6 -58.19 1.331 4.722685e-07 4.722685e-07 6 6 6 6 5 2 2 2 3.23 2.50 6.60 0.03 558.0887 80.1562 558.0887 80.1562 496.5345 74.28085 259.6469 .. 491.2279 54.82244 .. 261.8692 1900.790 2959.809 4.3497144686e-01 4.2454665016e-01 1.1960471761e-01 43.8 0.0984 0.0974 -31.8 9.6633230034e-03 9.5040439447e-03 4.5268400738e-05 0.690 .. 1.647 0 0 2.754936e-05 2.735004e-05 -9.9 0.741 0.1594 0.557 0.1176 0.0002076316 4.464085e-05 0.0001563481 3.302552e-05 44.8 1.9652602964e-02 1.9579179721e-02 5.7833329226e-03 0.710 0.585 456.535 227.0471 27.843845 \n",
"3674 0 871.156 2991.505 2.1712236874e+02 1.5989970172e+01 871 2992 85.1 15.9899501 4.9720379341e-01 4.8758384034e-01 2.1765163686e-03 0.0001977864 0.0001959698 -12.2929 0.0045 -12.2527 0.0039 -12.3024 0.0046 -11.2074 .. -12.2917 0.0071 .. 0.0045 -12.2947 0.0046 -12.2527 0.0039 -4.0436 -10.2012 1313.713 42.29378 217.1223588 12.2 -81.75 1.012 4.958819e-06 5.982068e-06 63 50 37 29 19 14 8 4 2.00 2.50 3.96 0.98 79630.47 286.2123 79630.47 286.2123 82632.88 340.4197 30407.3 .. 82544.04 197.4957 .. 343.8496 871.190 2991.433 1.8141462940e+00 1.7979999553e+00 -1.9700869937e-02 -33.9 0.0024 0.0024 -8.2 5.5529471103e-06 5.7751211695e-06 1.9021598322e-08 0.778 .. 3.250 2 63 6.745829e-07 6.60849e-07 -88.2 1.352 0.0084 1.336 0.0082 0.000379559 2.351123e-06 0.0003745568 2.304393e-06 -52.0 6.8537264998e-05 6.9134038145e-05 -1.2020153741e-06 0.705 0.698 82773.5 353.2516 27.826073 \n",
"3675 3 1023.866 3017.437 2.1716687006e+02 1.5982508284e+01 1024 3017 -55.3 15.9824947 7.2083494020e-01 7.9105130729e-01 -5.0721378004e-02 0.0002539709 0.0002334704 -8.7654 0.0509 -8.7722 0.0532 -8.9470 0.0620 -7.4321 .. -9.0274 0.0707 .. 0.0676 -9.1539 0.0871 -8.9470 0.0620 -4.0783 -6.3053 1311.421 42.02868 217.1668593 -62.3 27.96 1.236 1.731651e-06 2.046497e-06 22 19 16 12 9 7 5 3 3.73 2.56 5.94 0.01 3791.384 216.5886 3227.564 157.961 3207.528 150.2645 939.3902 .. 4082.899 61.14021 .. 254.3319 1023.903 3017.389 1.2382394949e+00 1.8311604932e+00 -1.2183333173e-01 -78.8 0.0360 0.0358 62.0 1.2849502077e-03 1.2896658597e-03 -6.2798325948e-06 0.930 .. 3.033 2 22 1.010307e-05 1.002847e-05 56.0 1.362 0.0814 1.102 0.0642 0.0003824896 2.284805e-05 0.0003087887 1.798708e-05 -84.8 4.1383206015e-03 6.6020195367e-03 -2.2747061376e-04 0.904 0.833 4587.294 367.7406 27.82908 \n",
"3676 0 1179.159 3018.957 2.1721207826e+02 1.5981892510e+01 1180 3019 75.9 15.9818811 9.9507435525e-01 1.2667342814e+00 1.6175461849e-01 0.0003247973 0.0002692479 -7.3859 0.1214 -7.8800 0.1386 -7.8515 0.1509 -5.8273 .. -8.0759 0.2768 .. 0.1618 -8.2315 0.1788 -7.8800 0.1386 -4.0774 -5.2412 1310.863 42.25343 217.2121498 65.0 -24.44 1.588 7.084028e-07 9.44537e-07 7 7 7 6 6 4 4 3 5.32 3.56 6.60 0.04 1419.085 181.0634 1419.085 181.0634 900.2398 100.6331 214.2556 .. 1699.714 54.61708 .. 253.2822 1178.913 3018.917 8.0612094546e-01 1.3013292107e+00 3.8236517990e-01 61.5 0.1215 0.1210 -65.6 1.4656128957e-02 1.4764826594e-02 2.9161487289e-05 1.274 .. 4.035 2 6 3.410456e-05 3.394318e-05 89.4 1.229 0.1866 0.773 0.1118 0.0003443484 5.229758e-05 0.0002173663 3.141866e-05 61.2 1.7673829008e-02 2.9631894207e-02 9.4240517764e-03 1.159 0.959 1961.532 322.9964 27.8279 \n",
"3677 0 1662.327 3030.111 2.1735296976e+02 1.5978082454e+01 1662 3030 60.1 15.9781198 5.3105649862e-01 5.8383334448e-01 -1.5526484766e-02 0.0002153152 0.0002033029 -7.5225 0.1086 -7.7532 0.1275 -7.8901 0.1367 -6.6035 .. -7.9357 0.1379 .. 0.1860 -7.9354 0.2174 -7.7532 0.1275 -4.0387 -5.8846 1310.831 42.66018 217.3530129 -74.8 16.20 1.194 7.871142e-07 9.44537e-07 10 8 7 5 2 2 1 1 2.56 3.22 6.60 0.54 1262.682 148.207 1262.682 148.207 1020.894 102.1292 437.9241 .. 1493.692 55.60824 .. 255.8242 1662.180 3030.245 7.5889562155e-01 8.6272534715e-01 -1.3242078747e-01 -55.7 0.0746 0.0744 73.8 5.5481008954e-03 5.5591019851e-03 9.4166956312e-06 0.766 .. 3.179 2 8 2.092381e-05 2.087486e-05 82.4 0.976 0.1272 0.818 0.1022 0.0002741546 3.57211e-05 0.0002289363 2.861356e-05 -54.8 1.2348910210e-02 1.4276510853e-02 -2.7003988950e-03 0.767 0.726 1493.354 298.8986 27.834106 \n",
"
"
],
"text/plain": [
"\n",
" NUMBER FLAGS XWIN_IMAGE YWIN_IMAGE ... FLUX_PETRO FLUXERR_PETRO ZEROPOINT\n",
" pix pix ... ct ct \n",
" int32 int16 float64 float64 ... float32 float32 float32 \n",
"---------- ----- ---------- ---------- ... ------------ ------------- ---------\n",
" 1 28 2043.074 214.094 ... 1.010962e+07 2991.671 27.846247\n",
" 2 4 65.380 121.919 ... 1643842 1118.459 27.824438\n",
" 3 0 983.166 38.558 ... 34078.66 806.3724 27.827711\n",
" 4 24 347.435 11.880 ... 97637.42 1273.242 27.829847\n",
" 5 0 1419.644 16.543 ... 208834.9 453.9077 27.834558\n",
" 6 0 514.564 10.706 ... 1151.076 148.5741 27.824036\n",
" 7 16 681.212 6.826 ... 31196.84 314.963 27.82548\n",
" 8 17 1702.202 3.995 ... 1736.771 275.431 27.84032\n",
" 9 16 1462.955 4.041 ... 74.95251 205.9214 27.834024\n",
" ... ... ... ... ... ... ... ...\n",
" 3668 0 633.149 3001.570 ... 629.93 150.1085 27.823418\n",
" 3669 0 1349.198 2992.668 ... 4264.755 257.681 27.827106\n",
" 3670 0 480.257 3026.587 ... 3148.517 297.799 27.822645\n",
" 3671 0 438.992 3038.134 ... 5518.571 380.4832 27.822363\n",
" 3672 0 1200.923 2973.869 ... 679.0667 173.8118 27.827667\n",
" 3673 0 1900.714 2959.848 ... 456.535 227.0471 27.843845\n",
" 3674 0 871.156 2991.505 ... 82773.5 353.2516 27.826073\n",
" 3675 3 1023.866 3017.437 ... 4587.294 367.7406 27.82908\n",
" 3676 0 1179.159 3018.957 ... 1961.532 322.9964 27.8279\n",
" 3677 0 1662.327 3030.111 ... 1493.354 298.8986 27.834106"
]
},
"execution_count": 99,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"catalog_filename = 'data/PTF_201307021787_c_p_scie_t041723_u016616794_f02_p003486_c11.ctlg.gz'\n",
"catalog_table = astropy.table.Table.read(catalog_filename)\n",
"catalog_table"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, let's create a coordinates object to represent the target that we are searching for:"
]
},
{
"cell_type": "code",
"execution_count": 100,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 100,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"target_coord = astropy.coordinates.SkyCoord(\n",
" '14h29m14.781s +15d46m26.385s')\n",
"target_coord"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now, let's match this position against the source catalog:"
]
},
{
"cell_type": "code",
"execution_count": 101,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(array(3259), )"
]
},
"execution_count": 101,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Coordinates of objects in catalog\n",
"catalog_coords = astropy.coordinates.SkyCoord(\n",
" ra=catalog_table['ALPHAWIN_J2000'],\n",
" dec=catalog_table['DELTAWIN_J2000'])\n",
"\n",
"# Do source matching\n",
"index, separation, distance = target_coord.match_to_catalog_sky(catalog_coords)\n",
"index, separation"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here is the closest-matching row:"
]
},
{
"cell_type": "code",
"execution_count": 102,
"metadata": {},
"outputs": [],
"source": [
"index = np.asscalar(index)\n",
"matching_row = catalog_table[index]"
]
},
{
"cell_type": "code",
"execution_count": 103,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0,0.5,'pixel $y$')"
]
},
"execution_count": 103,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(10, 10))\n",
"plt.imshow(hdu.data, vmin=mean-std, vmax=mean+3*std, cmap='binary', interpolation='nearest')\n",
"plt.xlim(matching_row['XWIN_IMAGE'] - 64, matching_row['XWIN_IMAGE'] + 64)\n",
"plt.ylim(matching_row['YWIN_IMAGE'] - 64, matching_row['YWIN_IMAGE'] + 64)\n",
"\n",
"# I happen to know that these images are upside down; use APLPy or the like to\n",
"# automatically orient North upward\n",
"plt.gca().invert_yaxis()\n",
"\n",
"plt.xlabel('pixel $x$')\n",
"plt.ylabel('pixel $y$')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's calibrate the Sextractor photometry. We'll query the [PTF photometric calibrator catalog](http://irsa.ipac.caltech.edu/cgi-bin/Gator/nph-scan?projshort=Contributed_Data_Sets) at [IRSA](http://irsa.ipac.caltech.edu/) using [Astroquery](http://astroquery.readthedocs.org/)..."
]
},
{
"cell_type": "code",
"execution_count": 104,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"Table masked=True length=19 \n",
"\n",
"ra dec clon clat np nt bstrms rptf rerr rmerr rperr mutype errmu ptffield ci flag dist angle id \n",
"deg deg mag mag mag mag arcsec deg \n",
"float64 float64 object object object object float64 float64 float64 float64 float64 float64 float64 object object object float64 float64 object \n",
"217.311 15.772 14h29m14.59s 15d46m19.51s 9 5 0.02 18.051 0.032 0.022 0.042 -0.93 0.116 3486 11 1 7.428213 201.936592 0 \n",
"217.298 15.760 14h29m11.60s 15d45m35.21s 9 5 0.02 15.742 0.011 0.016 0.006 -0.008 0.109 3486 11 1 68.740981 221.872219 1 \n",
"217.326 15.789 14h29m18.12s 15d47m19.13s 9 5 0.02 15.209 0.007 0.007 0.007 -0.003 0.059 3486 11 1 71.441115 42.43006 2 \n",
"217.291 15.770 14h29m09.80s 15d46m13.63s 9 5 0.02 17.942 0.023 0.035 0.01 -0.399 0.077 3486 11 1 72.972506 259.922078 3 \n",
"217.316 15.753 14h29m15.86s 15d45m09.99s 9 5 0.02 16.188 0.01 0.006 0.015 0.038 0.085 3486 11 1 77.979509 168.484482 4 \n",
"217.294 15.788 14h29m10.52s 15d47m18.12s 9 5 0.02 18.102 0.044 0.05 0.038 -1.159 0.09 3486 11 1 80.340374 310.076374 5 \n",
"217.342 15.781 14h29m22.06s 15d46m52.22s 9 5 0.02 18.722 0.031 0.024 0.039 -0.029 0.107 3486 11 1 108.254667 76.195635 6 \n",
"217.299 15.802 14h29m11.65s 15d48m07.24s 9 5 0.02 16.728 0.016 0.001 0.032 0.01 0.094 3486 11 1 110.518047 335.844641 7 \n",
"217.280 15.769 14h29m07.21s 15d46m06.83s 8 5 0.02 18.581 0.028 0.013 0.043 0.018 0.089 3486 11 1 111.05929 259.855291 8 \n",
"217.279 15.755 14h29m07.01s 15d45m18.12s 9 5 0.02 18.2 0.023 0.006 0.04 -0.357 0.082 3486 11 1 131.381738 238.689357 9 \n",
"217.293 15.807 14h29m10.39s 15d48m24.89s 9 5 0.02 14.598 0.008 0.003 0.013 -0.043 0.093 3486 11 1 134.386258 331.849195 10 \n",
"217.271 15.768 14h29m04.98s 15d46m03.62s 9 5 0.02 17.762 0.029 0.023 0.036 -0.553 0.093 3486 11 1 143.252977 260.8567 11 \n",
"217.344 15.749 14h29m22.58s 15d44m57.72s 9 5 0.02 18.272 0.03 0.026 0.033 -0.632 0.103 3486 11 1 143.308281 128.22579 12 \n",
"217.268 15.768 14h29m04.35s 15d46m05.74s 9 5 0.02 18.298 0.027 0.039 0.015 -0.271 0.102 3486 11 1 152.001619 262.192586 13 \n",
"217.279 15.746 14h29m06.85s 15d44m45.74s 9 5 0.02 17.751 0.021 0.027 0.015 0.05 0.087 3486 11 1 152.512542 228.702158 14 \n",
"217.275 15.745 14h29m05.90s 15d44m42.06s 9 5 0.02 18.21 0.027 0.025 0.03 0.063 0.128 3486 11 1 165.322266 230.870344 15 \n",
"217.296 15.730 14h29m11.02s 15d43m47.69s 9 5 0.02 15.487 0.011 0.003 0.018 0.001 0.1 3486 11 1 167.738282 198.890243 16 \n",
"217.349 15.807 14h29m23.79s 15d48m23.43s 9 5 0.02 17.52 0.019 0.019 0.019 0.004 0.08 3486 11 1 174.980335 48.021103 17 \n",
"217.323 15.826 14h29m17.40s 15d49m34.13s 8 4 0.02 18.759 0.037 0.018 0.056 -0.046 0.092 3486 11 1 191.512624 11.40079 18 \n",
"
"
],
"text/plain": [
"\n",
" ra dec clon clat ... dist angle id \n",
" deg deg ... arcsec deg \n",
"float64 float64 object object ... float64 float64 object\n",
"------- ------- ------------ ------------ ... ---------- ---------- ------\n",
"217.311 15.772 14h29m14.59s 15d46m19.51s ... 7.428213 201.936592 0\n",
"217.298 15.760 14h29m11.60s 15d45m35.21s ... 68.740981 221.872219 1\n",
"217.326 15.789 14h29m18.12s 15d47m19.13s ... 71.441115 42.43006 2\n",
"217.291 15.770 14h29m09.80s 15d46m13.63s ... 72.972506 259.922078 3\n",
"217.316 15.753 14h29m15.86s 15d45m09.99s ... 77.979509 168.484482 4\n",
"217.294 15.788 14h29m10.52s 15d47m18.12s ... 80.340374 310.076374 5\n",
"217.342 15.781 14h29m22.06s 15d46m52.22s ... 108.254667 76.195635 6\n",
"217.299 15.802 14h29m11.65s 15d48m07.24s ... 110.518047 335.844641 7\n",
"217.280 15.769 14h29m07.21s 15d46m06.83s ... 111.05929 259.855291 8\n",
"217.279 15.755 14h29m07.01s 15d45m18.12s ... 131.381738 238.689357 9\n",
"217.293 15.807 14h29m10.39s 15d48m24.89s ... 134.386258 331.849195 10\n",
"217.271 15.768 14h29m04.98s 15d46m03.62s ... 143.252977 260.8567 11\n",
"217.344 15.749 14h29m22.58s 15d44m57.72s ... 143.308281 128.22579 12\n",
"217.268 15.768 14h29m04.35s 15d46m05.74s ... 152.001619 262.192586 13\n",
"217.279 15.746 14h29m06.85s 15d44m45.74s ... 152.512542 228.702158 14\n",
"217.275 15.745 14h29m05.90s 15d44m42.06s ... 165.322266 230.870344 15\n",
"217.296 15.730 14h29m11.02s 15d43m47.69s ... 167.738282 198.890243 16\n",
"217.349 15.807 14h29m23.79s 15d48m23.43s ... 174.980335 48.021103 17\n",
"217.323 15.826 14h29m17.40s 15d49m34.13s ... 191.512624 11.40079 18"
]
},
"execution_count": 104,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from astroquery.irsa import Irsa\n",
"\n",
"calib_table = Irsa.query_region(\n",
" target_coord,\n",
" catalog='ptfphotcalcat',\n",
" radius=200*u.arcsec)\n",
"calib_table"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's look at where these are in relation to are target. We'll need to convert the RA, Dec in the table to pixel coordinates. That's where the World Coordinate System (WCS) transformation comes in."
]
},
{
"cell_type": "code",
"execution_count": 105,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING: FITSFixedWarning: RADECSYS= 'ICRS ' / Astrometric system \n",
"the RADECSYS keyword is deprecated, use RADESYSa. [astropy.wcs.wcs]\n",
"WARNING: FITSFixedWarning: Removed redundant SCAMP distortion parameters because SIP parameters are also present [astropy.wcs.wcs]\n"
]
}
],
"source": [
"wcs = astropy.wcs.WCS(hdu.header)"
]
},
{
"cell_type": "code",
"execution_count": 106,
"metadata": {},
"outputs": [
{
"data": {
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ev35NeHg4e/fu5eXLl2zbto1Vq1YREBBAfn4+p06dIjo6mmvXrlFdXU1FRQVv377ln//8p5BEFBcXc+fOHWJjY7GzsyMsLIxHjx6Rm5uLkpISPj4+9Pb24uvrS2dnJw8fPgQgKCiI58+fs3r1aiorK8nIyMDR0VFILjo7OzE3N+eLL75g9+7dHDp0CIlEQl9fH76+vmRmZrJmzRp8fX05ePAgoaGhaGlp4erqiqenJykpKcTFxWFra4tYLObWrVsMGjQIJSUllJWV6enpYejQofj4+GBjY4OdnR3Xrl0jICAAFxcXLCws8Pb2Jjk5mYcPH1JcXMzcuXNRVVWlpKQELy8vrl69SlxcHDo6Onh7e2NqasqQIUNQVlYmPT2d7u5uZs2aRWBgIK2trUgkEq5evcrcuXOFxD07O1tYpA4dOsTy5cu5fPkyurq6WFtbo6ury9WrV5k4cSLDhg1jxIgRlJSUYGlpSUdHB4qKipiYmGBiYkJHRwcvX77Ew8OD9+/fY2RkRF5eHm1tbbx48YLOzk4KCgq4fv06EomE3t5eWltbCQ0NJTMzExsbG/744w/S0tJoaWnBwsICT09PHB0dcXFx4erVq6irqxMVFUVhYSFz5swhNTWVwsJCwsPDqa6uJjw8nD///JPhw4dz+PBhfH19aWlpob6+HgUFBe7fv4+vry8nTpzA19eX+vp6PvnkExYtWkRmZiY9PT0kJCSwZ88e6uvrqa2txcnJiZcvXxIQEIClpSVPnjzh9u3bTJw4keTkZI4cOYKNjQ1GRkZ0dHQwdepUnj17RnFxMfX19dy8eRMNDQ2WL18uzOuHDx/y+PFjJkyYwNGjR7G0tCQ6OpqvvvqKhIQEFBQUiIiIIDs7m9bWVuzt7bGxseHgwYOMGzeOwYMHExgYSEJCAiEhIVhaWlJQUICjoyM1NTV4eXnR09PDtWvXsLe3Jzw8nPz8fE6ePEl/fz8xMTEEBATQ2tpKa2sr5ubm7NmzhxkzZnDgwAFmzpxJVVUVtra2SKVSKisrsbe3x9fXF3Nzc5qamrh16xbZ2dmYm5uTkpJCdXU1fn5+aGho8OTJE3p6eoiIiCA2NpbBgwejrq6OhoYGjY2NJCcnIxaL2b9/P7du3WLjxo0YGhqSkZHB48ePsbOzIzc3Fw0NDSIjI0lNTcXZ2RkvLy98fX2xtbUVEnwtLS0UFRWRyWTo6emxaNEidu/ezbRp05gwYQLFxcU4OTlx6NAhBgwYQGhoKIsWLWLWrFlIpVKysrIYMWIEVlZWnD9/nvDwcLKyskhJSSE6OhqpVEpeXh5eXl7s3LmTwsJCvvrqKwICAjAzM2PmzJncv39fqEzX1tayfv16CgsLiYmJwc7ODltbW86ePUt5eTmlpaV4eHhQV1fHqlWriI+Px8rKio6ODpKTk4VE+vr167x79w4XFxcqKirw9PRk69at/PLLL0IVu76+nvj4eNatW8eSJUtYunQpVlZWuLi44ObmxocPH8jJySEnJ4fe3l5cXFywsrIiISFBqNzU19djYGBAW1sbaWlpdHd38+HDB0pKSsjJySEzMxMrKys0NDRQV1fH1NSUnp4eNDQ0MDU1Zd++fWhoaHDixAkuXrxIdnY2Fy9eZNy4cTg6OqKpqYmioiLTp0/HxsaGJ0+esHv3bp49e4a+vj45OTlMmzaNyspKduzYwYcPH9i2bRvr169n8+bNPHr0CGdnZ6ZNm0ZoaCgODg6UlZURGhpKd3c3f/zxB1ZWVqSmpqKpqSkcVnfv3s2UKVO4du0axcXFuLq6cvv2bfz8/Lh8+TLz58/n7t27pKWlYWVlxf379+np6UEkEvHo0SNevnyJnp4eTk5O3Llzhw8fPjBz5kx6enpwd3dHS0uLvr4+WlpamD9/PgoKCly/fh3464bJ1NSU9evXI5PJaG1tJSUlhcbGRpYtW8aQIUOYP38+Q4YMYefOneTl5SESiUhKSsLMzIyMjAxsbW3p7e1l6tSpuLi4kJmZiZeXF/39/UIhxtnZmezsbIYMGUJBQQF1dXXY2NhQUFBARkYGUqmUtrY2cnNzmT59upD0+fr6sn//fqKionj79i0DBgzg4cOHwjpYVFREeno6y5Yt++q/y1HkiRpw6NCh7e7u7tjZ2WFnZ0dDQwP6+vqUl5fT3t5OeHg4pqamnDt3jsjISB4/fkxkZCQ5OTnY29vT1tbG7du36e7u/i+nz4KCAiIiIhg0aBAlJSUMGDAAf39/nj17hoeHB5GRkezfv5/MzEwWLVpEbGws3d3deHp64uXlxb1799iyZYtQIr9//z7e3t4EBwezceNGfH19CQ0NJTc3l3nz5hEUFISHhwcODg64uroycuRITE1NSU1NZebMmQQEBODs7My4ceNYsmQJu3btYseOHbx48ULYaA4dOkRcXBzt7e3o6OhgZmbGrl27kEgkVFVV0dzczIEDB9izZw9NTU0UFhby7t075syZw3fffYeamhrjx4/n1q1bHD9+HE9PT9zc3DA1NSUtLQ0dHR3hynLEiBFYW1sjk8m4f/8+7e3tbNiwQUgaMzIyUFZW5siRI+zfvx+A5ORk8vLyKC0tpbGxEX19ffbv309fXx+tra3k5OTQ3d0tvD+pVEpubi5FRUXs37+f0NBQysvLaW1tpbKykkOHDvHVV1+xZMkSysvLKSgoICwsTKgGpaenc/HiRdTU1EhNTeXRo0dCVauurg6xWMyoUaNYt24d3t7ePHv2jIEDB3L//n0GDhxIWVkZMpmM1NRUdHR0mDNnDq9evUJfXx9/f39GjBiBs7MzampquLu7CxWajx8/cvfuXT7//HPevn1Leno6Xl5ePHv2jJycHEJCQnj8+DGffPIJf/75J8rKykRERODs7Mzr16+Jjo6msbERMzMznjx5QnBwMDU1NZSVlWFtbY23tzdtbW38/PPPBAcHExMTw40bN1iwYIGQ/Ofk5KCnp8fQoUM5evQoiYmJSKVSdu3ahZOTE/n5+VhaWjJixAjy8vIoLi6mvb2d0aNHk5KSwrx587h37x7jx4/H0dERmUyGjY0NSUlJHDx4kC+++AIPDw9SUlJ48OABixcvRltbmz179jBgwADEYjErVqzg559/pqioiKNHj6Knp0dCQgLm5ua4u7uTkpLCkiVLMDQ0JDc3l2PHjtHS0kJOTg62traoq6vz7t07nJ2dSU9PZ9iwYdTU1HDo0CGUlZXR0NCgvLyc2bNnc+nSJRwdHXny5AkzZ87EzMyMoqIivL292b9/P8HBwcLVma6urpA4hISEsG/fPuLj4ykqKmLfvn20t7dTXl4uHLhGjhzJ1atX0dbW5tKlS4SGhlJSUkJISAhnz55FVVWVN2/eoKWlhampKaamptTW1jJhwgR8fHywsLBAWVkZdXV1SkpKuHr1KqamptTU1ODn50dubi5SqZQZM2ZgYGDA06dPWbx4Mbdv38bU1BRjY2OcnJzo7e3lzp07qKurk5eXx6ZNm/jss8+orKxk27ZtwiHv6dOnvH//nsmTJyMWixk2bJhwMCwrKyM6OpoHDx5gZ2dHX18fJiYm1NTUYG9vz5AhQ1izZg1LliwRDl1/V04lEgk3btwgLCyMuro6vL29KS0txcnJicDAQFavXk1gYCBaWloMHz6cpKQkent7GTlyJPfu3RNkFZaWloSFheHl5cXjx49JT09HV1eXsLAwPn78yCeffALArl27uHnzJu3t7bi6upKXl8eaNWsICgqira0NBQUFIbE5duwYK1euJDExkYCAAOrq6mhra8PExISoqCiam5sZPXo06urq6Onpoampiba2Nk5OTsTHxzNkyBA2btzIxYsXWbNmDZqamtja2hIQEMD79+85c+YMU6ZM4fz580yZMoUvv/yS9PR0Dh06hJGREV1dXfj5+bF//360tbWpra3FysoKS0tLgoKCOHnyJBoaGkRHRxMYGEhtbS1ffPEF/v7+XL9+nUmTJvHTTz+hqKiIt7c3e/fuxdXVFWtra44dO0ZERAQuLi7o6ekxfvx4IiIiUFNTQyKR4OzsjFQqpaWlBWNjY06fPi1cT758+VJYbxYsWMDBgwfx9/fHz8+PmTNnkpqaKiT2u3fvZvny5ezbt4/Zs2fz7bffsmLFCvT09MjIyMDT05Ps7GzCwsIQiUSsWbMGCwsLJkyYwOTJk7G0tOTYsWM8ffqU1tZW3r17x9ixY4VCQ11dHT09PcKNzk8//URTUxOWlpakp6czYMAATExMMDU1Fa54f//9d0xNTdm5cyeVlZWEhISQlJTEjBkzEIlEuLu7s2/fPoyMjJg8eTL9/f0oKyvT19fHzJkzef78OV1dXSQkJJCXl4eamhrPnj3D3Nyc3t5efHx8mDp1KjU1NaSlpQlVToCoqCj27NnD8ePH2bRpE8OHD2fu3LlUVVWxbNkyjh8/zpIlS+SJ2v+E3bt3b7916xbjxo1jw4YNHD9+nIyMDFRVVVFXV8fCwoLc3FxcXV35448/2LJlC9XV1TQ1NZGUlMSkSZNwcnKipqYGFRUVdHV1Wbx4MXPnzhX0TkFBQYwdO5a8vDySk5NZtWoVK1asoK2tjZiYGM6ePYuFhQU7d+7k+fPnwqnm48ePZGdno6ioyM8//ywkOZcuXRIWj+HDhzNnzhzOnz+Puro6o0aN4tixY9jb2/Pbb7+xcOFCRCKRoMPw8vJCSUmJOXPmYGVlxeXLl9HW1kZFRYWwsDB++OEHAMrLyxk5ciR37tyhr68PPz8/TE1NBe3V6dOnGT16NIMGDeLMmTMoKCjQ1tbG5cuXaW5uZsGCBZibm2NmZsY//vEPADo7O2lqasLJyYk9e/aQm5tLVVUV27Zto6ysDDMzMyGhcXBwwMPDg7Fjx3LhwgU8PDw4ffq0cEUcFxfHgQMHsLOzo7S0lPb2dvz9/TE1NWXo0KH8/vvvVFZWsn79emprawXd1d+bS19fH/PmzUMmkxEREUFlZSVhYWGUlpby8OFDRo8ezdKlS8nLy0NJSYn6+noKCwvp7u4mOTmZRYsW4ebmho6ODgEBAcKY2draYmhoKGgRvby8cHZ2prW1la1btxIcHMyLFy8EvUZ1dbWwuYrFYtrb21FTU2P06NHk5+ejqakp6DPevn3LwoUL6e7upra2lpqaGsRiMRKJBBUVFUxMTHj//j3GxsYUFhYyefJkRo4cybx587C2tuaHH34gKysLfX19+vr60NLSIj4+nuDgYNzd3Wlra2Pq1KnExcXh7e1NamoqgwcPxtramtWrV1NUVMQ333xDQ0MDaWlpODk5cebMGYYOHcqQIUNwdXWls7OTsWPHkpiYyKRJkzh9+jQpKSncvXuXyspKamtrefz4MXv27MHCwkLQqA0ZMgR9fX3CwsL4/PPPCQwMZO3atXzxxRekpKSwbNkyKioqiI6ORl1dHV1dXaHq297ejr29PSEhIfz555+0t7fj4OBASUkJGhoaNDU1MW3aNC5evIixsTGKiooMHjyYzs5O3NzcKC4upqysDBMTE16/fk1OTg4ZGRnU19fj4eFBWVkZly9fRllZGUtLS3R1dXFzcyMzMxN7e3tMTEz47LPPGDVqFBKJhCdPntDY2EhbWxvm5uYcP34cHx8fRo0ahbu7u1CNa21txdPTk9bWVioqKvj11185duwY8fHxBAYGUl5eTnl5uVB1GThwIOXl5YwaNYpBgwZhaWlJTk4Oy5Yto7e3l6amJvLy8ggKCmLDhg34+PhgZ2eHmZkZSUlJ/Pnnn2zevJmWlhZmzpzJr7/+yueff46BgQH37t3D1tZWqDw1NjZy+/ZtsrOzycrKIjU1FbFYzKVLl5gzZw75+flcvnyZsWPH8vjxYw4fPkxKSgo3btyguLiYyspK4ZC6cOFCgoODBS1dR0cHkydPRiqV8umnnzJs2DAuXrxISkoKO3fu5MaNG8TGxlJUVERQUBCWlpbcvXuXN2/eUFRUhIKCAnZ2dri6uqKkpMTEiRORyWSMGTOGsWPHYmtrS19fH1euXMHW1pYNGzagr6/PsGHDWLp0Kffv3yc2NpbHjx8zZswYsrKy0NTUJDs7m+7ububMmUNQUBCjRo3C0tKS2NhYIiMjcXBwQFlZmXHjxnH+/HmhEqmiokJMTAzn/nJDAAAgAElEQVTHjx9HJBJhZmbG7NmzmTRpEjk5Ody/f5+Ojg4cHR2Fg79UKsXZ2RkHBweUlJQIDAykoaGByspKfH19+fjxI83NzWzevJmoqCj09fUF+cTfeqs///yTN2/esHTpUq5cuUJDQwPHjx8nICAAb29vpFIpFRUVSKVSpk2bRkpKCubm5kRERGBoaIiSkhI3b96kqKgId3d3NDQ0UFRUxMnJiYsXL9LU1MTx48dZvXo1r1+/5uHDhyxevJjHjx9jZmbGnTt3iIqKYseOHaSlpWFsbEx4eDiRkZH8+OOPLFq0CE9PT/Ly8pgxYwbd3d1YW1sTFxcnxO/hw4exsLBgx44djBw5EldXV44fP86PP/6Io6MjJiYmDB06FAsLC+bOncuwYcPw8PBAT0+Pnp4eKioqMDAwQEVFhUGDBmFjY8P79+9JSUlhzZo1TJs2jfv37/PixQtmzZrF27dvGTFiBF1dXTx48AA9PT0UFBQ4d+4c6enpzJ49GwMDAx49ekRGRgb9/f3MnDmTgoIC3NzcuHPnDmPGjKGjo4MnT54wfvx4nj17xs6dOxk3bhxXrlxBU1NTuI37++bE3NycyMhIQceckpLCixcvWLx48X+bqMldn3LkyJEjR44cOf+myCtqwD//+c/tlpaWLFmyBDMzMwYMGICSkhJjxozB1dVVEChaWVlhb29PY2MjxsbGJCYmMnnyZAYMGMCxY8f49NNPSUlJEdxaampqXLx4kfT0dDZv3iwIuQMCApg+fTqDBw/GyckJPT093r9/T0hICKmpqYwfP56nT5/i7e1NZ2cnP//8M5999hnDhw9nwYIFREVFoaGhQVBQEJ9//jlRUVHo6uoyfvx4Bg8ezNixY5k1axa3b98mIiKCCxcuUFRURF5eHlOnTkUkElFbW4uZmRmampro6uoKp/+LFy8KlYKnT58yYMAAsrOziY6O5siRI7x8+ZLu7m5SU1NZt24d8fHxdHd389VXX2FiYoKbmxseHh7o6+vj6OhIRkYG27dv59ixYygoKJCamkpTUxOLFi2iqKiI2NhYpk6dyt69e3nx4gXR0dFUVFRw4MAB5syZw8aNG6mrq8PAwICGhgbh6tbT01Oo2Jibmws6wAsXLrB06VLWrVvHF198wYABA6isrMTFxYUxY8aQkZGBWCwWqllJSUloamrS29uLTCYjMTERsVhMZGQkeXl5XLlyBSMjIzQ1NTE2NhauYRITEzEzM6OxsZHHjx/z4MEDWltbaWlpYdSoUSQmJmJgYMD333/PihUrSExMFIwi3t7eLFq0iNOnTxMYGEhdXR03btxAVVUVS0tLZs6ciZeXl6DVmjhxImVlZUK1prW1lUWLFrF27Vr27dvHoEGDEIvFFBcXExAQQFdXl3DdlJGRwfXr16murmbjxo0AfPz4kd27d7N9+3YKCgqYMmUKLi4u2NnZIRKJsLCw4MWLF8TExPD69WuCgoL48OEDJiYmpKSkMGzYMEQiEcrKyowfP56QkBDy8vIE1+WKFSuIjo7G0tISRUVFjh07ho+PD2ZmZkRHR2NhYUFLSwvOzs4kJyejpaWFgYEB6urq+Pv74+XlJZhv/q6eKCkp8fz5c+7duyecyg8fPoxYLMbR0ZGcnBwKCgqEazhjY2OePXvGsmXLcHZ2xtLSkp6eHpycnDA0NGTfvn1ERETQ0NBAZmYm/v7+mJiYkJqaytatWzl+/DgNDQ14eXkxaNAgbG1tOXnyJNOnT0dHR4e7d++yceNGBg8eTFtbG62trTg4OHDx4kXmz59PfX09e/bswcfHh6ysLAAMDAywsrLi3LlzaGho0NHRgYmJCQcPHhQqtUuWLCEkJIS5c+fi6elJQUEBvb29hIWFUVhYSHp6OosXL+b+/fuCGzopKQkLCwtOnz7NvXv3yMrKYvTo0URHR+Ps7IytrS02Njbo6ekxefJkRCIRb968wdjYWNC77dy5U6gS2NrasnbtWlRUVDAyMmLt2rWcOHGCDx8+8OLFC/z9/QVNzrt374iMjKS6uhoAU1NTxo0bx5YtW4iIiCArK4thw4YRHx/PpEmTBEelsrIyvb29HDhwgNDQUG7cuMGaNWtYtmwZ8Jdz+OzZszg4OAB/mbD++OMPQS5RVVWFmZkZT58+FdynCxYsQENDg8WLF5OTk8PevXuJjY2lr6+PrKws1NXVqampYcmSJURGRpKbm4uhoSFhYWG0tLRgYmIijP2hQ4cYOXKkIDtQVFTE2tqa9evX8+HDBywsLLCxseHw4cOC3i4wMBBbW1uam5sF7eH9+/cxMDBAIpEwdepUjh07xvXr1xk7dixv3rxBUVERPz8/4bp179693L17l9LSUkJDQ+no6MDFxQWJRCLoQAcOHMjz589pbGwUqoe//fYbPT09LFmyhPr6eqZMmcLly5eZOnUqNjY2nDx5EgsLCxoaGggICODQoUMEBgbS3NzMoEGDcHFxITo6GhUVFezs7Ni8eTMRERGYm5uze/duduzYga+vLzU1NVRWVtLe3s7MmTNpbW3lt99+486dO5SVlTF27FjOnz9Pa2uroC9UVlbG2tqampoanJ2dkclkuLu7s2vXLszMzARd3ZgxY+jp6RF0s9evXxdkBf/85z/59ttv6evr448//mDcuHF8+PCBRYsWsWnTJjo6Ohg2bBjJyclUVFQwcOBA3NzcBJPUmzdv+OyzzygoKCAvL483b95QXV0tmJZ+//13Vq1axdSpU8nOzqaqqorAwEBu3rzJokWLuH37No6OjkJV7Ouvv6atrY1vvvkGLS0tHjx4QFhYGE5OTjQ1NZGVlUVRURH37t1DUVGR3t5enJycEIvFPHnyBENDQwYOHEh8fDzLly+XX33+T7h8+fL2cePGMXLkSEaOHCnY8f8WA8bExODo6Eh+fr6gG9iyZQsODg64uLjw7bff4u/vj4WFBVevXhXu0ZWVlbGwsMDU1BSxWIyysjK//fYbb9++pb+/n/7+fry9vXn16hWWlpZUVlYSExNDTU0NHz9+pKCggIcPH6KjoyNMkHXr1mFiYsKpU6c4ceIE27dvZ/ny5Tg7O6Ouro5EIsHT05Phw4ejr6/Ps2fPBPODvb09iYmJVFdX097ezqeffoq9vT0lJSV0dXUxceJEnJycsLKyIioqiuDgYBISEujq6mLatGm8fv0aiUTC0qVLCQsL49atW3h4eCCTyYiNjaW2thYtLS0kEgmrV6/G0tKSBw8eYGVlxfLlyxkyZIhgFzc2NkZHR4dffvmFoKAgbG1tqaioQFFRkZKSEgByc3MFvY6BgQFDhgzBwsKC5ORkysvLmT9/Pl9++SUqKio8e/aMGTNm4ODgwOPHjxkyZAglJSUMHz6cffv2UV9fz4oVK5gyZQpxcXF0dnZSWVmJo6Oj8M7Hjx9PcHAwTU1NbN26la+++gqRSERbWxuDBw/m1q1bPH78GCsrK+rq6nBxcRHcmPPmzePDhw90dnZy4cIFwsPDEYvFwgaemZmJhYWFoKVYt24dM2fOJDMzk4aGBmJiYnj16hV3796ltrYWQ0ND4uLi6OjooKqqCj8/P0pKSujr66OqqoohQ4ZQX18v/Kyurk5BQQE5OTnY2NiwfPlywsLC+O2337C3t+fzzz8nODgYMzMzBg4cyLJly9i4cSMxMTH8+uuvnDlzhtu3b7NixQr27dtHfn4+kydPJjMzU2iNsXLlSsaOHStc0+Xk5NDS0sLdu3cZOHCgoEOSyWQcOXKEgQMHCoJqfX191NXVKS8vx9fXFyMjI6qqqnj27Bnt7e3Cldv9+/cpLi5GR0dHEHMXFBQQHByMj48PI0aMICgoSIizvr4+6urqOHXqFO7u7nR0dBAeHo6lpSX19fXcvXuXBw8eYGFhgY6ODsbGxojFYmprawkKCiIpKQktLS3c3d0FQ4e+vj4RERFMmjSJdevW8fz5cxITExk/fjwvXrwgPz+fFy9esGrVKkaMGMHVq1d5+vQpenp6mJqaMnv2bDQ1NXny5AnPnz/H09OToKAgRCIRR48eJT4+nlWrVvHHH39QVlZGVVUVX3/9NcOGDeObb74RdK9/O+JsbGy4deuWIJ8oLi4mNDQUY2Njbty4werVq/n999/ZvHkz06dPZ9q0aezcuRMPDw8OHTokOPPy8vLYs2cPUqmUu3fvMmrUKKRSKcePH+ebb77h1q1blJSUUFhYiIKCAj4+Ptjb27Nu3TpsbGzQ1tYmNDSUsLAw4Zpry5YtxMXFMX78eLy8vPD29ubevXs8evSITz/9lNWrV6OgoMCiRYuEtiK///4706dPZ//+/QQFBdHR0YGvry8pKSkEBgby6NEjAMzMzAgLC+OPP/4gMTERCwsL1NXV6e3txdjYmIEDBwquXjs7O0JCQli7dq1gxvr888/5/vvvsba25s2bN0RFRSGRSFBQUEAmk7F9+3asrKx4+fIlo0ePxsLCQnB+1tbW0tPTg5ubGzU1NYwYMYJXr14RGhrKgAEDhJZKS5cupbW1lSdPnlBbW8uVK1fo6upCIpEwaNAgcnJy0NbWxsLCgv7+frKysjh48CCXLl1i9uzZwrX31KlTqaqqoq6uTkiExo8fj7m5OeXl5UyePJmNGzeSmJiItrY2w4cPx9LSEh0dHdTU1Lh9+zYxMTEUFBSgrq6OpqYmIpGI5uZmkpKS8PHx4fXr15SVlZGQkICTkxMLFy5EIpEQEhKCoaEh5eXlzJo1i0uXLrFjxw4cHBy4fPkyu3btwtLSkqdPn3L48GHMzc2ZNWuW8C4nT55MZWUlZmZmWFhY0NPTQ09PD729vezduxc/Pz8yMzMZPHgwR44cQUVFhdraWqZMmYKHhwdKSkr84x//ICkpicLCQlxcXLhx4wbZ2dn89ttvrFmzhtraWkJCQhCLxaxfv56enh4MDQ3Ztm0bc+bMYfbs2bx584aJEycyePBgTExMSEhIoLa2lry8PMzNzSkpKcHHx4erV69y4sQJPvvsM5KTk9m6dSurV69m9+7dhIaGEhcXR0FBAWPHjqWiooKhQ4dSW1uLv7+/0M5EVVWVmJgYLly4gLu7O7q6urx8+ZL6+nqSk5MJCQnBxMQEXV1doa1RdnY2UVFRnD59mu7ubkH/9z8xE8j7qAHe3t6yzMxM7t27J2TYa9euFXrwzJ8/Hw8PDzZv3syXX37Jl19+yd27dwkODiY8PJyPHz8SFRVFcXExjx8/Rk9Pj8jISOAvyzPAmTNnBIdnZmYmDx48YNWqVbx69YoBAwbg4OBAamoqhw8f5sCBA3z48AF7e3uKi4sFM0FPTw9nzpxhxIgRgrC/vb2dUaNG8ezZM9auXUtqairHjh3j22+/5cmTJ1RVVdHW1sbw4cOBv+z1paWlbNu2DW1tbby9vSkpKWH79u0kJSVx9OhRlixZIlRzNDQ0UFJSIiAgQHBc3bp1i66uLqZOnUpycrLglmlubsbGxobnz5+jpaWFiYkJ586dY86cObS0tKCqqiqMb0FBAaqqqhw+fJjAwEBcXFw4d+4cS5cuxcjIiNzcXFxcXDhz5gzW1tbY2toyb948tm3bxqBBgwAoLS0VJmJZWZlQmYyMjOTFixdMmjSJ9+/fExwcLCSVCQkJdHd38/TpUwD09PTQ0NBg3LhxBAUF0dXVxbVr13B1daWsrIyRI0dSV1fHpk2b8PX1RSwW4+HhQUVFhXBau3DhAtHR0YSGhjJv3jzCw8Pp6Ohgzpw5vH//npiYGIKDg1FVVWXjxo28fftW0Hn8zY4dO8jNzWXixIkUFhbi6+vLmDFjmD17NkuXLsXR0ZGIiAhSUlI4e/YsOTk5XLlyRXAdAWRmZjJ16lT+/PNP3r17h4KCgqDX++GHH/jkk0+wsrKitraWffv2sXTpUlJSUrh9+zZ/H9hsbW1JSEjg4cOHqKmp4ebmRklJCWZmZowcOZL79+/j5eVFfn4+jo6OlJSUoKCgQG5urtBb6m9DQnV1NQUFBaxcuZIzZ84watQo9PX1efLkCW/fvmXKlCls376dU6dOkZmZSVZWllCZef/+PZWVlWzYsIERI0aQnJzMsGHDePnyJS0tLXz48IGUlBTs7e2pra3F0dGRWbNmcffuXQoLC4G/LPo6OjpUVFQwePBgBg4cyKlTp1BUVGTmzJkkJCQQEBBAcXExpaWlBAUFkZGRQU5ODhs2bPgva0RKSgp+fn58++23jBo1ikOHDhETE4OBgQHe3t5s3bqV0aNHCy1eSktLhVhXV1enqKgIf39/YUPbvXu34La1tLSkuLgYc3NzsrKyEIvFghbp71YBn376KfCXkzUkJIS4uDiqq6tZv349+fn5nD17lp07d3Lu3DliY2NJSEggODgYqVTKs2fPgL+qk9HR0YhEIlJTU7lz5w6LFi3i0aNHgqPPxsZG0ISdPHmSK1euMGXKFGpra4G/etO5u7uzdetW/Pz8+PXXX9mzZw8KCgpCJX7ChAlYWFggkUh4+/YtDg4OrF+/Xmjv8ODBA8LDw/n2229ZuXIlFRUVGBkZ8fr1a7Zu3crixYuxsrKit7eXrq4uduzYIbyHv1vzTJs2jYSEBDo7OzEwMCAhIQFTU1MKCgrw8fHBw8MDS0tLZDIZR48epa6ujpEjR+Lg4MCqVasA0NHRwcfHByUlJebOnQv81Qbl2rVrgj7166+/Jjc3l5UrV3Lu3Dl6e3v58OEDPT09wF9tZJqammhpaREcx3fu3KG5uZmhQ4eSlpbGlClT8PLyYtmyZXz22Wd0d3dz8eJF8vPzhb1m3759wlxxdHSksrKStLQ03r59K7gYnzx5wrp16ygsLOTZs2dC3z2AtLQ0VqxYgbm5OZs2bcLPz4/CwkKWLl2KlpYWubm5+Pj4AH+5JV+9ekVVVRWxsbFCpX3YsGFERERQXl7Ox48fuXHjBtbW1piYmFBZWcncuXPJzMyks7OTwsJCrl27xoULF7h69arQ7kgsFgvza//+/VhZWVFUVMSiRYs4ceIE/v7++Pr6cvHiRcHwsW7dOvT19XF1dQX+6qE4ffp08vPzsba2RiqVEh8fz/jx4+nr62PXrl1oaWkRERHBuHHj6OjoYMyYMezatUvob+bl5SXEzNmzZ2lubhbamezcuZOioiKkUilv3rzBysoKf39/Tp48iZKSEk5OTgAcPnyY/v5+YW/39/fH1taWxMREoqKi+P333+ns7GTkyJGCSVBPT0/oPwoIjticnBzgr3ygoqKCCRMmUF9fz6effkp2dvZ/26JDXlED9u/fv10kEhEYGIi2trawqXR3d2NgYIC2tjaWlpYcOnQIMzMznJycCA8Pp6qqiokTJzJ06FAUFBSor6/n48ePyGQyzpw5g5KSEv7+/hgbG2NoaMjhw4eJiorC3NwcVVVV4uPjaWxsJCwsjMePH2Nvb09VVZVQeSgtLUVNTQ1XV1cMDQ0xNjamoKCAnp4eQkJCKCwsJDIykqFDh+Ll5cXJkycRiUTMmzePhoYG+vv7UVRU5Pz589TU1PD69Wvq6+s5cuQIcXFxPH/+HF1dXdLT04mKiuLmzZsYGxsTHx/P6NGjef78OcrKykgkEiwsLDhz5gyZmZlIJBImT54MwIEDBygqKiI4OJjc3FxkMhmjR49GIpFw9uxZZs+eTWxsLKtWrWL79u0MHjyY2tpaXFxciI2NZcuWLQwcOJDLly8TFRXF1q1bBdfNuXPn8Pf3p7Ozk76+PtLT04mNjeXmzZvk5eXh5uZGYWEhysrK5OfnM3XqVGbNmoVMJmPUqFG0tLQglUopKyvj+vXrKCsrY29vj1Qq5auvvmLq1KnCSTMoKIjt27dTU1ODo6MjXl5epKam8uuvvwqNVr/44gv6+/tpbGwUegtJJBKMjY1RUlISGibu2LGD+fPno66uTktLi3CS0tfXp7Gxke3bt3P37l0ATp06xatXr9DW1haco9evX2f58uUsWbKECRMmsHfvXl69esW1a9e4d+8emzZtYvbs2UycOJHLly/T2NhIcXGx0POtq6uL8PBwXF1dGThwII2NjcJp8MaNG5SVlTFhwgROnjxJaWkp3333HT///DOvXr3C0dERBQUFDA0NMTc3R0NDg0mTJpGQkICurq7QD6m0tBQ9PT3GjBnD1atXUVBQYPHixXh4ePDkyRPs7Oyor6/H1dUVRUVF/P39iY+PJzExUbhGcHNzw9HRke+++w6JRIKXlxerV68mMzOTxMREZsyYgbW1NVu2bOGTTz7h+vXraGpqEhgYiKurKyKRCH19fZKTk6mursbHx4e9e/fS0tIibMxOTk6kpaXh5uaGqqoqFhYWODk5oaamxvHjxykqKkIsFmNvb09SUhJtbW2sXLmSoqIiGhsb+f333wFwcnJCVVWVyspKYV4HBgZiYmJCaWkpdnZ2nDx5knXr1mFnZ0daWhpKSko0NjYKp+m/26rEx8czY8YMXF1d+eGHH4Tmt1lZWTx8+JBZs2Zx9OhR0tLSGD9+PDY2NnR2dnLu3Dk++eQTtm3bhrq6OgsWLODevXu0trYSHR3N69evSUxMZPjw4djb23PixAmh8vu32FpDQwMDAwN+++03hg8fLrgXFRUVOXLkCL6+voSEhAg9+j777DPq6urYv38/b9684ebNmzx//pzNmzfj7++PsrLy/8XeW75lmbbf+zshISHdKUijIJ0KiCJioWK3jjm2o6PO2M+M+bFjFBuxuzBQUFRAQASkQ0JAGikB4fdiNs7v9nv3/AHP9ZpNubmv+76Ocx1r7YuQkBB0dXVxcXERByEJCQk+fvyInZ0dHz9+xMzMDBkZGaSkpBgzZgy1tbWYm5uTlpbG8uXLsba25tatW0ydOpX8/HzBR3z27Blubm7IyspSVFQk3vsehdzDw4PXr18TFhaGk5MTwcHB1NbWoqKiQp8+fZCQkGDNmjW4ubnR2dlJY2MjTk5OODk50dzcjLq6ukj8FhYW8ueff7JgwQI6OzsZNWoUo0aNQlVVle7ubhQUFDhz5gyRkZHExsYiIyNDbW2tOMRWVFSgr69PfHw8U6ZMISgoiEOHDnHgwAEuX76MgoICCxYsEODc4cOH4+HhQWRkJLKysixbtgxpaWnKy8spKipi2rRpAlDeAyGOiori6tWr3LlzR8Cnq6qqaGlpoampCTc3NwICArCwsMDMzIzGxkby8/PJz8/n3LlzBAUF8enTJxYuXEj//v25fv06u3fvJjAwkKqqKoyMjLh48SIHDx7kzJkzyMjIiM3SkCFDSEhIoK2tjZqaGqZPnw78Pzi1vLw8paWl6OrqYmlpSWZmJhoaGkydOpWioiKsra0FamrJkiU8e/YMMzMzdHV16du3Lz4+PlhYWODk5ERnZydpaWns37+fOXPmEB8fz/Dhw1FXV8fd3V0o8kuXLiU5OZndu3djYGCApqYm2traSElJsWXLFqqqqjAwMEBPT48///wTSUlJkpOT8fLyoqKigjNnzrBixQoeP36Mr68vSkpKmJiYoKamxuTJkxk7diyGhob4+Phw9epVBg8ezM+fP/n8+TPJycl0dHQQGBjIypUrkZaW5tq1azx79oyWlhYKCgowMTHh58+fpKenc/ToUSwsLFi6dCmzZs2iu7ubz58//w/P8d9eu3bt2jJ//nxB4+7Xrx/q6uoiljt48GBu377NjBkzBDagB+CamprKzZs38ff3p7u7m8ePH2Nvb09LSwsmJiYC1QH/kp2TkpJwdXVl/fr1DBkyhNraWo4dO8a8efM4fPiwSLg5OTnR0dEhGDzl5eXEx8cTGBiIrq4uSkpKPH/+nIEDBxIeHs6rV6+E38nPz4/Y2Fji4uLQ09Pj2LFjTJ48mYyMDCZNmkT//v2JiIigb9++XLt2jVOnTrF//3709fUFm+zcuXMMHDiQvn37UlRUhLS0NC9fvqSmpobCwkJxgmpubkZWVpY+ffoIT9ezZ89YsmQJISEhGBsb09zcTGxsLH369BGnups3bxIcHCzAp1FRUSxatIhhw4ahqKjI77//zokTJ/j777+ZMWMGffr0wczMjAMHDqCsrMyPHz+4f/8+06ZNE6/Z3Nyc5uZmLCwsyMvLw8vLC29vb9LS0nBxcSEoKAhjY2O+fPlCbm4uOTk5wvdUX1/PmDFjxCBy/PhxhgwZgpWVFYqKilRWVlJdXU16ejoWFhYClyEtLY2bmxsnTpxATU0NU1NT5syZI1KIN2/e5P79++K0Z2NjQ1RUFIaGhnz48IHo6GhKS0sZPXo0srKyHDhwAAkJCeLi4ujo6EBNTQ0TExMMDQ1RV1fn999/5+zZs1RXV9PV1YWDg4NAfPz999/Iyclx48YNTExM2L59O8rKyjx9+hRfX1/Cw8PJz8/H0dGRtrY2PDw8GD16NBs2bGDhwoVCcRw6dCjV1dUMGjSII0eO4O/vj5aWFvLy8qiqqtK3b1+CgoL4+vUrr1+/pqamhg0bNnDmzBnxeWhtbRUsJgcHB5YvX866dev48eMHv/32G52dnVhaWqKnp0dQUBDfvn0jMjKS48ePM3v2bGJjY2lra0NXV5eDBw8iLS2Nubk5srKyVFRU0NzczIMHDwSEdv78+dy9exdjY2PMzc0xMTHh06dPFBUVUV1dzcCBAzl16hR9+/bFyMiIv/76i/r6erZv386HDx8AhH+zoKAASUlJOjo6GD58OPn5+WRnZ3PixAn09PQYPXq0AKAmJyfj5OQkPHVSUlI0NTXx7ds39PX1kZWV5dSpU6ioqBAUFMSSJUuor6/H39+fW7dusWzZMnr37k1kZCTOzs5MnTpVtKIYGRnx48cPWltbsbe3x9DQEDMzMx49ekR9fT19+/bl1KlTZGdn09jYSEVFhfhZBQUFXr58ibOzM7t27SImJgYPDw8xfNrY2ODu7o6+vj7t7e2CKVdYWMjDhw9ZtmwZGzZsYODAgYwZM0ZAj83NzZk9ezaKioqUlpby/v17GhoaSGshKr4AACAASURBVEpKIjY2lsGDBxMSEkJraysXLlzg6NGj/Pnnnzx79gwLCwvk5eVZsWIFQ4YMob29nQsXLjBnzhxevXpFd3c3enp6qKiocPPmTS5dukRoaKjAzNy+fRszMzN+/PjBsWPHOHPmDIsWLWLjxo18+PABKSkpsRJ99OgRkZGRvHr1is2bN6OqqoqRkRH29vZERUVRVVXFkiVLqK2tRVZWFlNTU8LDw9m1axcpKSl8+PCBnJwcPn78KNbl+fn5KCkpoaioKPzKjo6ODBgwgKVLlzJ16lRu3rxJe3s7Ojo6xMbGoqOjg7m5OaWlpdy+fZvKykr279/Px48fGTZsGF1dXbS3t2NhYcG+ffsYMGAAxsbGODs789dffzFw4EAePnwoDn2DBg1i8eLFAieSkJCArKwsOTk5gsHXq1cv7t69i4+PD/X19Tg5OXHy5En27NlDamoqLi4utLe38+rVKxYtWiTWcI8ePcLMzIyysjImTZpEeHg45eXlvHjxgn379iEjI4OtrS27du1CV1cXMzMzcnJy8PDwYO3atcTHx3PixAlOnz7Nu3fv8PLyQllZmUWLFqGjo8PAgQNJT0/nx48faGho8ODBA+Li4oiMjGTJkiXs2rWLN2/ekJWVhaenp/D59qhw0dHRPH78mMjISObOnUtdXR2lpaWYmZmJJL61tTWSkpJs2bKFdevWcf78eUaNGsWHDx+EAhkQECD8xM7OzqioqPDhwwe6urqEItajOpuamlJZWcnevXuxsbHB0tKSFy9ecOvWLcaNG0evXr149OgRnp6e7N+/n1u3btHS0sKECRNQV1dHW1ub+/fvs2jRIiZOnEhMTAzu7u4EBQWRmJhIVlYWCxcu/N+g9t9cx44d29LjC/D390dCQoKsrCwiIyP58uWL8Bv0fMhfvXqFv78/dnZ2LFq0CBkZGWpqarCzs8PDw4MjR46wZMkSLCws+Pjxo+AL9WABKioqaGxsxMjIiLCwMBoaGggLC8Pe3h4/Pz/+85//MGLECBISEmhqahJRd0lJSQoKCpCXl8fMzIzExET09PSIiIjg0KFDLFiwQFRb2djYkJaWRmVlJcXFxQwYMAAfHx+WLl1KQUEBlZWV2NnZ4enpKSplxo4dS0xMDDt27EBPT0/AC2VlZbGwsKC4uBgFBQVmzJhBXV0dsbGxLF26lIEDB/L27VsSExMZO3Ys9vb2op7o7NmzKCoqMnHiRKSkpGhtbaW+vp7k5GQsLCwYOnQolpaW4nfuQZD0GN0LCwsJDAxk3rx5rFixggsXLuDv74+amhoxMTHExMQwY8YMrKysRE3JnDlzGDp0KLdu3cLX15eWlhaSkpJQU1PjzZs3jBo1inPnzlFSUsK6devQ1tYmPz+fgIAA/Pz86OjoYM+ePcyYMYO4uDjMzc358OEDampqyMjIkJiYyLdv3wgJCUFeXp7Q0FDhpfP19aWhoYGsrCwBgOzfvz8vXrxAS0uL9vZ23N3defHiBfn5+fzxxx8EBgaSm5tLZmYmhYWFqKio4ObmxuLFi9m/fz/Lly/H0NCQjIwM5s+fz9evX/Hx8eHjx48UFhaKKq/W1lYaGxtZunQpcXFxBAcH4+LiQnl5ObGxsTx//pygoCCGDBmCvr4+UVFRxMTEiNCFmpoaZWVlVFVV8f37dzIzMxk1ahTt7e3k5ubS1dXFvn37WLhwIYMHD8bT05PExETxMz0wVHt7ezo7OzEzM8PFxYXCwkLOnz9PVFQUnp6eGBoasn37dkaOHMnVq1eRkpLi0KFDVFRUoKysTElJCR4eHhQVFQmMx+3bt0lMTMTU1JTCwkJcXV05c+YM48aNQ1lZmWvXrmFvby9qvSQkJJg3bx4DBgygf//+5OfnM2HCBDZt2oS3t7f4e2poaODj48M///zDjRs3kJWVRUlJiZiYGPLy8rC0tERdXZ19+/axY8cObty4gZaWFrNnz+bYsWN8+/YNT09PsfJTUlJCW1ubW7duoa+vj76+PgkJCdjY2PD161e+f//Opk2b2L9/P6ampigrK/PkyROcnJz4+PEjLi4ufP78mUOHDiErK0tBQQElJSU4ODhw/fp1fvnlF86dO8fcuXO5evWqaLPQ1tbG1NSURYsWkZCQwI0bN/D19RXqb48SoaGhgampKUpKShgaGpKWliYM+VpaWnR0dFBVVcXevXsJDg6mq6uL7du38/TpU6SlpdHS0kJCQoIpU6agpaXF4cOH2bJlC3p6ehQWFmJra0trayupqamsWbMGCwsLGhoa8PPzo6qqiq6uLuLi4vD19cXHx4dhw4bx7Nkz/Pz8aGhoQF1dncDAQObPn09FRQVv3rxBVVUVHR0dXrx4IYYnPz8/du/ezcaNG9HV1eXJkyeYm5uTm5vLwYMHBZ5jxowZNDY28vfffxMaGkpOTg6mpqYYGxtz+/ZtpkyZQmFhIebm5hQWFnL79m1mzpyJlpYW8+fP59q1ayxYsIDMzEzu3btHcHAwpaWlqKmpISUlxb59+zAxMWHVqlUoKiri4OBAR0cHJ06c4Pz583R1dWFvb8+rV69YsWKFUBdbWlrQ09OjpqZGoGmuX7+OtbU1P3784MiRI9TU1ODt7c2gQYMoKSnhl19+4ebNm7i6uqKpqcmhQ4fYsWMHPj4+6OrqcvjwYWbNmsW1a9cICwvj+fPnGBoaCmXs7du35OXlYW5ujrGxMUuXLuXVq1f4+PigoqKCt7c3p06dorKykpaWFlatWoWCggLjxo3j4MGDuLu78+TJEwYOHMjIkSNJSUnB29sbDQ0NWltbsbW1JTU1FSsrK2bNmsWWLVvEkDJixAj279+PvLw8mZmZPH78mGHDhgm17dGjR8yaNQt7e3tqampITk4mNDSUiooKGhoauHHjBlOmTMHGxobY2Fg+fvwoGoRCQ0PJysoiICCA2tpaWltbOX78OGFhYcTExKCtrS1A1efPnxcA8ffv3zN06FCuXLnCjBkzBDdt2bJlyMvLc/LkSZydncnJyUFCQoK2tjY+fvwoBrdZs2Yxfvx4vn79yo0bN5CXl2fRokUsWbIEFRUVVFRUSE1NRUFBAVVVVQoKCkhJSSE9PR0rKytKSkr48OHD/wa1//Y6d+7clubmZqZPn46WlhZ6enr07t2b3r17Y29vz/jx45GUlGT16tU4OjqKvq4hQ4agoaFBbW0tmpqanDlzho6ODoyNjYXh3cjISFDs4+PjOXv2rFBdrl27RmxsLPb29nh6emJiYkJCQgJbtmxh8+bNjBkzBikpKcaNG4ezszN3794lOTkZW1tbdu7cKdaugwYN4v79+6xcuRIbGxsqKirEDd/DGZowYQKurq707t2bM2fOoKOjw4cPH9DW1hadoXfu3GHo0KH88ssvjBw5kubmZjo7O5kxY4bw5PWsklxcXMjOzhY3r7y8PP7+/lhaWpKWlsaLFy8ICwsjPDyc9PR05OXlMTQ0pKWlBUlJSQYMGMCXL1948OABb968YfDgwejo6GBoaEhraysnTpygrq6OVatWsW/fPvbu3cuNGzfYsmULT58+pb6+Hnt7eyZPniyGyQsXLhAfHy9OTnfv3mX8+PFUVVXx7t07fHx8OHDgAMnJyQwfPpx+/frx8OFDJk2axJcvX1BRURF9e3369KG8vJy5c+fS1tZGd3c3ISEhXLt2DX19fSQkJLhz5w7Pnz/n6NGjJCUlcfv2bQYOHEhubi6ysrJYW1sL7pabmxuPHj3Cw8NDACF//PghhtFTp07x66+/YmRkxKtXr9DV1eXcuXOEhobS2NgoQMY9axdJSUkmTpwowMS9evVCTk6OL1++kJSURF1dHeXl5VhaWlJfX8/48eP58OEDMTExuLq6kpKSgpWVFV1dXZw8eRIXFxdaWlp49uwZkydPpqamBn9/f1RUVKitrUVdXZ2srCxmzZpFbGwsdnZ26Ovrc/nyZdasWcOGDRuYOHEi2trawL8JaR0dHVJTUyktLWXr1q18/foVS0tL7t69i5eXF3v27CEwMJArV65w9OhRJk6cKAarefPmYW9vz5s3b2hra8PCwoL6+noSEhLQ19dHSUmJ+fPnU1JSIszRsbGxDBo0iE+fPtHS0sK2bdt4/vw5YWFh1NTUUFJSIrpee8y/qampfP78GR0dHbZt20ZlZaWoCfPy8mLhwoWMGDGCqVOn8v79eywtLbG0tBReNX19fc6fP8/MmTPZt28fvr6+bN68ma1btyItLU1xcTHGxsbU19fT1NTEqlWrOHv2LMXFxQKK+uTJEwIDAzE2NkZGRob29naKiopQVVUVANie9f7Xr18ZMGAANTU1fPnyhdGjRzNhwgQUFBRwcHBgypQpuLm5MXPmTPT19QkPD8fR0RFNTU3q6+u5f/8+hoaG1NbWUlpaSnV1NdbW1uzbt4+VK1dibGyMvr6+UCG/fftGQUEBQ4YMwdXVFXt7ewoKClBXV0dfX5+VK1dy584dioqKUFJSYvDgwaSlpbFz504kJSXx9vZGR0eH8ePHY2pqSn19PaNGjUJTU5OioiLOnz9Pnz59GDhwIBUVFUhLS2NmZkZ9fT3Pnj0TEPD09HTs7OyYOnUq7u7uYu138eJFFBUVmT9/Prq6urx+/RolJSUcHR0pKCgQTRbfvn0TRn1vb29UVFTIzc0Vvca5ublMmTKF3r17C4XQzc0Nd3d3GhsbsbKy4uvXr6Jpw9bWVoS8vL29UVJS4uPHj6SkpHDt2jWOHDkCIHys0tLS5OXl4e/vj6enJ/X19Xz9+pVv376JfswlS5YQERGBiooKCgoK5OTkMGfOHN6/f4+NjQ3d3d0i7NTzfV5XV0dDQ4OgBOTk5ODn58fjx4+JiYlBUVGRCRMm4Ofnh6+vL9HR0cLP1dbWRkhICNHR0eTn5/Ps2TNmz57Ntm3bOHr0KA8ePODGjRt8+vSJPn360Lt3b27evMmCBQtEr7SRkRHh4eEsWLAAZ2dnXrx4IdK1Penv4uJidu/ezfLly3F0dMTT0xN5eXmRYp02bRqBgYH8+eefvH//ngULFojD4bhx49i5cyfwb2eutbU1o0aN4sCBA/Tr14/o6GhGjBiBhIQEpaWlAlTb2tqKl5cX5eXlGBkZoa6uzvfv31m8eDEZGRkMGDAAW1tbOjs7cXR0pLGxkYKCArZt20ZWVpbYYn379o3g4GBu376Nubk57969Y/HixSgpKQl7jKWlJdOmTSMqKgotLS3u3buHjIwM5eXltLW14evry759+xg8eDCysrJkZWUxcuRIurq6uHv37v9Wn//tdfjw4S36+vps3LiRPXv2YGhoSGJiIo8fP6awsBBNTU20tLQ4ffo0w4YNw8DAABcXFxYtWoSLiwtjx47l/v37GBgYsHLlSry8vJg/fz45OTmC5K2srMzUqVOxs7Ojra2N06dP4+rqyi+//IKqqippaWniy2Xp0qWiekZHR4djx44RHR2Ns7MzCxcupKmpCW9vbyIiInj69CnW1tZERUXh5OREQUEBaWlpnDp1ChsbG/Hhqa+vp7CwUBTEGhkZ8fXrVyZOnMiqVauora2ls7OT0tJSXrx4gYeHB0uXLqV///7cuXMHCQkJ1q9fz40bNzh58iTl5eVCmZoxYwadnZ1cuXKFsWPHoqSkRH19PXPnzsXV1ZWWlhZqamq4desWX758oaCgQPiZ3rx5g6amJsHBwdy9e5eMjAySk5MZMWIEcnJyLFu2jOnTp1NUVCSUztTUVBoaGvjtt994+/YtM2bMYPPmzezdu5fv37+jqamJkpISM2bMIDExkbKyMkaOHEl6ejohISEMHDiQX3/9lefPn3P8+HFmzpyJrq4uxsbGrFu3jurqaoG2iIyMZPr06SKmvmfPHqysrMjLyyMiIoKCggLevHmDoaEhYWFhKCoqoqmpiZubG0ePHsXDw4OkpCS6urowNjYWRmlvb2/u3r1LUlIS+fn5LFmyhPz8fPbt20dAQACTJk1i2LBhKCgoYGNjQ2hoKLm5uaxevZqhQ4eydOlSwsLCiI+PJzw8nNjYWAHQlJWVZdCgQezatYtp06ZRXl7OgwcPsLCwYOvWrVy8eJEfP37g6urK2rVrWbhwIUlJSeTl5TFy5Ei+f/9OfX09hoaGPH/+nJaWFuLi4pg1axYpKSlERUWJJHRhYSG+vr6ijufevXsoKCiIB/zdu3cZMWIE6urqoiomIyMDFRUVxowZw+3bt7Gzs8PIyAhZWVkePHhATk4OpaWlGBsbs2bNGpKSkoTS0LPq19fXp76+HltbW+zs7Hjz5g1z5swhJyeHqKgoKisrCQ4Oprm5mfv375OWlsaBAwfYvn07jx49IjAwEFNTUwHtDAgIoKGhAVlZWYKDg3n06BFJSUlMmDCBDRs24OnpSWtrK/Hx8dy9e5cBAwagqKiIk5MTgYGB4nvir7/+oqOjg5s3b7Jx40aMjIyE5+XmzZs8ffqU1NRUVq5ciba2NteuXaO4uJixY8cSGxvL0aNHhXLu5uZGbm4ueXl5FBYWMnbsWLKzswkNDeXTp09MnjwZOTk5Pn36xNWrV0X6d9q0abS1tfHp0yeRoO3xXDk6OrJ27VrWrl2LtLQ0UlJSREdHi0aGP//8kw8fPvD3339TWlrKoUOH2LNnD2ZmZpiamtLU1MS9e/dwcHAQPaQ7duzA0dERR0dHlixZQnBwMGPHjuXVq1dERUWJpPCkSZOwsLAgIyMDTU1NUXA/efJk4VvtGRh6HuYeHh5ISkoyZMgQIiMjqays5PPnz8Lv197eTt++fUUbSV1dHVVVVZiZmXH58mVqamqIiYnht99+Iy8vj9LSUoKDg5GXl0deXp41a9ZgZ2eHo6OjQCo5Ozvz48cPoqKiRAjr8uXLBAYGoq+vj62tLY8fP6a4uFis9798+YKdnR0RERGsWLGCbdu2ISEhgZGRERkZGdTU1HDkyBFKSkooLy8nJSUF+LfEfPLkyfTq1Yt79+5haGjIz58/sbOzo7W1FU1NTeH1am9vp6urCzMzM2pqavj+/TslJSWi5/XHjx+oqakhLy+PgoICUVFRZGRk0NzcTEFBAb179yYtLY0NGzYIgK2uri5Lly4lOjoaX19fMWT0hFwMDAwYM2YMrq6uFBcXExISQmxsLFeuXGH69Ols2bKFtWvXimfpP//8Q3FxMdLS0ujo6FBeXo6uri729vb069ePO3fuoK6uTlJSEoMGDaK6uhpTU1M+ffrE7NmzCQ4OFhVs9+7dw9bWlgkTJoigVI8n1dHRkfT0dObNm8eqVavo6OhASUmJ7du3ExUVJbzd8vLyHDlyBAkJCWbMmEFsbKxIZz9+/JiqqirKy8sxMzPD0NCQCxcuEBAQIFau0dHRfP78mf79+6Ourk53dze1tbXo6elx+/Ztfv31V5KSkrhy5QoWFhZoaGgwZcoUoqOjqa6uFv9uSUkJHR0dHDx4kKCgIJKSkkSq9n+D2n95bdiwYcvcuXOFybq6uhoTExP69u2Lg4MDfn5+pKam0tTURFNTExMmTODIkSOMHj0aJycnzpw5I4z6+/fvFyfAFy9eCBL/u3fvGDp0qNizBwYGYmVlhYqKCunp6cjJydHU1ERiYiJr1qwhNDSU3r17ixJlf39/2traCA8PF7v07u5uNm7cSEFBAWZmZjx//pzi4mJ+/PiBg4MDgYGBHD9+nHnz5rF161Y+fvyIq6srzs7OQjnq7u5m2rRpjBs3jurqaoYPH46pqSlycnKMGzeOa9euMXnyZDZt2kRYWBh2dnb4+PiI2qakpCS2bNlCdnY2u3fv5uLFizQ2NjJy5EgcHR2Bf9OIPj4+pKWlCZp8Ty+gqakpXl5eIinl7e1NaGgob9++pX///vj7+xMZGSlOSOfOncPX1xcDAwMMDAyQl5fn9u3bGBkZsX37doKCggRXzdTUlNzcXL59+0Z8fLwwdnd1dfHHH38wZ84czp49i729PQkJCdTX13Pu3Dm8vb3R09NDSUmJbdu2kZeXJ5hLe/bsoV+/fsC/qaDly5djb29PRkYG+vr6eHl5ieSgsrIyCQkJuLm5kZGRwdu3b5GTkxMPv5kzZzJ16lRGjhyJqqoqz58/F+T6Hup/UVERWlpa1NbWMnr0aJ48eSL6TCMiIrCwsEBPT0/0nT58+JDv378za9YsampquHHjhlAQysvLxVpz7ty54j7v7u4WPqQPHz6IYvRt27axdu1a+vTpIwjbra2tVFZWEhQUxJ07d9i/f7/oMP306RNhYWG4ubmRlpbGgwcPRE1Ze3s79vb2VFZW4uzsjIWFBX///TdFRUXk5OSIyqyZM2dibm6OoqIiubm5SEhIYGVlhbm5OXfv3mXGjBm0tLTQ0tKCu7s7ly5dor29naCgIJYtW4atrS2LFi0iJCSEwsJCHBwc+PnzJ8XFxRw/fhxTU1O0tbX/f2veiRMnoqqqyvXr15kyZQrHjh0T3kQ5OTns7OzIyMjA2toaLy8vxowZQ0ZGBgMHDiQlJYWnT58SExODqamp6NocM2aMaH+QlpYmLS2N/Px8hgwZwrNnz9DQ0MDR0ZHt27eLMENP/+3IkSMF3uDnz5+izzMtLY3v379jbW3NggULBCaghw939uxZdHV10dLSYv369aJgvqWlhd69e6Ovr09GRgYrVqzg3bt3pKSk0K9fP5KSkoSSaWZmxrp160hMTOTAgQO4u7sTFRVFd3c3+fn5tLe3s2bNGkxNTens7ERSUpK6ujrs7OyIjY3FxcWFd+/eMXLkSPz8/Pjw4QN+fn5kZGSwb98+7ty5g5OTExEREYwYMYLExETBZvz58yc5OTmMHz+erKws2traMDQ0FAPfunXr2L17Nzk5OWhqajJ27FgROulJzfYoMUFBQfz48YNZs2YxbNgwlJSUePLkCVu2bEFCQoKtW7eybt06PD09ef36NV++fKGurk4ohq6urnR1dREdHU19fT23bt1CWVmZyspKzMzMRM+vlpYW2dnZGBgYkJOTIzo7FyxYQFdXF48ePcLIyAgVFRViY2MJDg5GQkICOzs77O3tMTc3R0NDg5cvX1JfX09dXR2SkpJ4enpSVlZGaWkpY8eOpVevXpw4cYK2tjZ27NjBrVu3cHBw4I8//uDt27cEBATg5eWFo6Mj79+/59u3b9jb24uKK1dXV44cOcLWrVsFJywsLIySkhIyMjJQVFSkpqaG+fPn09jYiJmZmbgXJk6cyPfv30lOTqa7u5uysjLRGDJs2DDOnz9PUVERqamp/PLLL0ydOpXIyEg8PT3R1dUVNpKDBw/y9u1bXrx4IZp3lJSUSEhI4Nq1a8Ko7+HhQXd3N7/88gvq6uo0NTWho6NDQ0MDJSUlnDx5kkePHjFx4kRevHghAiM9n1E7OzuUlZW5fPkyKioq+Pn5UVdXh5aWFgMGDCAxMZGHDx/y+PFjkWxvbW1FWVmZAQMGMGzYMC5duoSjoyNaWlqEhITw9etXrl+/jpycHDo6OmzdupUdO3awfft2YScaOnQojo6OJCQkMHz4cPr37y+q9TQ1Namrq2PUqFG8ePECPT09UlNTSUtL+6+aCf43qAE3btzYcuLECdasWcPbt29Zvnw5kZGReHl5oa6uzoULFxg9ejR1dXUYGBjQ3d1NZ2cnly5dQl9fH3Nzc3r37k1QUBBXr17F3t6elJQUuru7mTBhAjY2NsjKypKZmYmvry+vX7/G39+f9+/fizRST5WQvb09Xl5e+Pr6EhcXx9at/+893LFjB3Z2dkRGRrJ27VqePHnC//3f/+Hp6UltbS1ycnL8+uuvwufWu3dvysvL+fnzJy0tLWhoaCAnJ0d+fj61tbVCkXn79i1v374lNTUVFRUV/v77b6ysrNDX1ycpKUmcItPS0kRqqqmpiZKSEkxMTHBxcWHbtm1cv36dqqoq5OTksLW15fXr18THx5Obm0tiYiLd3d2sXbsWd3d39u7dS2trq6glSkxMxN/fn3v37vHmzRtkZGTEGq62tpbnz5+TmJiIs7Mz06ZN49q1a0yYMAE7OzsaGxvp6uoiJyeHZcuWMWLECBwdHTl16hSZmZmoq6vz4MEDTE1NkZWVpV+/fsjJyYnC8hEjRgij7KFDh0Q/XnV1NTo6OqL0NyIiAjc3N/Ly8ujXrx8PHjwgISGBrKwsqqqqRJXW58+fycvLY/78+airq4v+TUlJSXR0dOju7mbYsGFcvHiR+vp6cnNz0dPTo729HRMTE4EdcXJyQktLiy1btuDv78/Lly+xsrIiOzubXr164ejoSElJCbq6uigqKlJWVoaDgwOqqqrcvHkTKSkpdu/eTVZWFhoaGgQFBQkPSQ+I8vXr1zQ1NaGiokJ9fb0o/54zZ454YJaWlgoOlq2tLUlJScTExODp6cmOHTtISUkRPZzS0tJUVVXh4eFBcXEx27ZtY+bMmZw8eZKMjAwaGxtxd3enrKxMrF3++ecf4uLi+O233/j111958uQJvXr1QktLS/Qfrl27Fi0tLS5evMimTZtQV1eno6MDOTk5CgsLsbGxwd/fn6ysLDQ1NWlrayMtLQ0LCwvOnz/PxIkTkZGRITc3l9u3b6OpqcmxY8eYO3euAM+qqKhw+vRptm3bRnd3N+rq6gwYMIC4uDjRfXr37l00NTWRk5NDTU2N8PBw1NXVcXFxYdCgQQwYMID3799z8eJFQkJC6OrqEkDYPn368OnTJxYvXixg1NHR0eIEr66ujp+fH0VFRQQHB4ve2s7OTuLi4hgxYoTwDT59+hRZWVnWr19PYWEhAQEB3Lhxg7a2NubMmUNjYyNTp04V/4+pqSmHDh0iMzOT4uJiWltbefLkCc7OzkRERLBx40aOHz8u4MxDhgwhODiYpKQk5s+fz8CBAzEzMyMpKQlDQ0NRJt6j9Nva2vLmzRs8PT0FgNjExARlZWWkpaX5/Pkza9euZcSIEbx9+xZtbW3OnDnDtm3bhDeux0eXm5uLfk9tAwAAIABJREFUnZ0dCgoKHD9+nNraWiQlJWlsbGTNmjWMHTuWq1ev4ubmhqOjI0pKSrx+/Rp1dXXOnDnD2LFjSU9PF6GP1tZWzM3NefbsGa6urkyePJlFixZhYWGBpKQkDQ0NKCoqYmlpydatW+nq6iIxMZGOjg5UVVVJTk4mLCwMa2trIiMjGTp0KOXl5SgqKuLt7Y2npyfZ2dl0dHSwbt06li5dSnV1Nc+fPxc9tLm5uQLyHBAQgJSUFGVlZQIwbGxsLICtL168wMfHh6ioKBE469u3L93d3Tg4OJCQkMDixYtZvXo1AQEBWFtbo6amJjxlSkpKVFVVoaWlJSrd4N/1a1JSEuvXryc3N1cc1CdMmEBQUBDu7u4UFxcLSHBPV3JsbCxXr17lt99+o6CggHv37tHQ0MCcOXOwtLQkOjqazs5OWlpakJGREYcMb29vkpKSCAwMpKuri+vXr3PixAni4uLw8vLi6dOnYljt1asXhYWFFBUV8ccffzBkyBAOHz5MSkqKYFXGxcXR2NjI7NmzWb58ORkZGYJ9mpSUxPnz5+ns7KSyspLk5GQOHTpEv379uHLlCgEBAaLvuccvbWNjw4QJE0QVWkdHhwj0mJiYiJW4s7MzT548EZaQqqoqfH19UVFRYcCAAWIY3LVrF/Av/+/kyZMkJSUxfvx4nj59ip+fH+Xl5QwaNEj45fr378+VK1f+p6j9t9fRo0e3TJ48mZs3b3LmzBnxZkRERPD69Ws8PT2Jj4/Hzc2Np0+fcu7cOfz8/Jg1axZKSkqUlJTQ3t5OSkqKKErfu3cvurq6uLu7o6Ojw759+3j27Bmqqqps3boVAwMDwewpKysjJycHLy8vIiIixCS/fft2Zs+ejYODA/X19ZibmwveTI/R+tixY6iqqmJubo6rqysFBQU8ffqUhoYGysvL8fT0RE5OTkTCJ0yYwPnz59HW1sbCwgIPDw/Ky8sxNjamvLychQsXoquri5+fH1lZWfTp04fBgwejr68vjK0aGhqkpqZiY2MjPC3Z2dkCDBgYGCg663pWkYaGhvj5+ZGUlERhYSGOjo5CrZg6dSqrV6+mublZmMeTkpJwcHDg27dvNDY24urqipmZGSoqKpiamuLr60ttbS3p6en069ePrVu3snbtWoyNjXFwcMDKyoo3b94wbNgwFi9ezM6dO1FSUkJGRkaUejc2NvLgwQMOHz7MnDlz0NTUJCUlhby8PLKzswWgU1ZWli9fvvDXX38JGXzt2rXIyMiIdF9ISAienp5cu3aN9PR0PD09+f3337GwsCAnJwcVFRXCwsJoaWnB1NQULS0tVq1axdWrV8nIyBDA5EOHDonVi76+PvLy8qI/NjMzk6ysLPLy8pCVlUVeXh53d3eOHz9OZmYm/fv359q1a3z9+pWpU6fy+vVrRo4cyaVLl0TfXc+ANnv2bExMTAgNDSU7OxstLS1+/vwpmhmysrLEmrOnnWLgwIEcPnyYpqYmsrOzWbRoEXfu3GHcuHG8ffuWlpYWysvLMTc3582bN+jr67N582YRolm/fj2ZmZk8ePCAc+fOMWnSJKSlpWlsbBRKm5OTE4MGDUJfXx9fX19Rqm5ubs6AAQOEOf779+88efIEV1dXsrOzKSgoEKvLs2fP8ubNG0aPHs3Tp09xcHAgPT1dqNiampqis1BTUxMJCQm6u7t59+4dAQEBgnuUm5tL//79cXFx4ejRoyQkJHDw4EFkZWXR1NQkPT2d+/fvs27dOh4+fIiGhgZ37txh0KBBDBs2jLKyMmpra0lISOD06dPEx8eTmZmJubk5I0aMYPbs2bi7uzNkyBD69u2LnJwcu3fvFgpvQ0MDcnJySEpKIicnh7y8vFBNJCUlSUlJQUpKijVr1lBTU8PmzZvFehT+5aYNHz6c9PR0KisrMTQ0pKysjOrqaiQlJdm2bRsXLlzA0dFRIEuMjIzIzMzkwoULBAcHi/7ilpYWamtr8fb2Jisri1u3buHv74+fnx/19fViuJ8xYwZv3rwRAR1XV1e2bdvGhg0byMvLo7GxkeHDh4sVUO/evTE2NuaPP/4QzSiXL18mLCyMhw8fMnHiRAICAvj58yf+/v7iO/vr1694eHiwceNGnJ2d0dXV5dKlSyxYsEAoGFpaWvj4+GBpaYmUlJQoFi8qKhKKU3NzMx0dHbS3txMQEMD169fZtm0bZWVlDB8+HFVVVTQ0NHB3dyckJIQrV67wxx9/8PPnT+rr64mLi6OkpIR79+4hJSVFVFQUenp6aGtr09jYyOfPn2lqahIKYY9y7+XlxZcvX5CQkODq1atiYPf09ERNTY0fP37Q1NREfHw8YWFhAvu0c+dOduzYQX5+PkZGRkyfPh0PDw8AVq1aRUlJCUOHDhWH7KFDh9Lc3IyioiJubm5ISkpy9epVtLW1yc3NJTg4GB8fHyIiIkTqvQc90bOy7lF84+LicHd3x93dnW/fvtHQ0ICysrJQCXswS56eniJg1nOvDBkyhMbGRsEOrK2tZfjw4cjIyJCWloanpyeqqqro6ekxbNgw4uPjxe8eGxtLSUmJsBolJyfT3NzMhQsXmDZtGvLy8lRUVDBp0iQaGxtRV1dn/fr1REdHU1ZWRl1dHSNHjqSkpIQlS5awZcsWMai3trbSr18/wd8MCAhASUkJHR0dgZIyMTFh8ODBqKmpkZaWJnyD8fHxxMTE0NTUxMyZM7ly5QoGBgZ8+PCBsLAwnJ2dOXToEKdOnWLatGk4ODiIg0laWpp4Fv03YYL/AW/5F3j7119/YWhoSGVlJfv27cPf319wYn78+IGenh6bN29m5syZvHjxgvnz53P48GEGDx7Mjh07iIiI4MyZM/j4+GBtbc3169eZMGECJ0+eBBAE/IMHDxIfH8+rV6949+4dxsbGAFRWVgoj9qJFizh+/DgAKSkpNDU1Af/CSPX09Pj8+TPPnj1DT0+P4cOH097eTkREBK2trdy6dYtPnz4JL1Rqaip79+7l3bt3wL9VLHfv3sXb2xsjIyPev3+PiooKAwcO5Pr168jIyLB3715ev37NpUuXSEtL4/fff2fDhg0cO3YMQDB4pk6dSk5ODtnZ2dy6dYvjx48LSXr79u2izSA/P59t27axfv16zMzMgH/ZOz1MpaqqKh49eiSi0v7+/vj7+/Pw4UN27txJZGQkK1as4OzZs8jKygqjbkpKCp2dnQLi+/nzZx4/fszmzZu5c+cOq1evJioqioaGBrS1tRk9ejS6urqEhIQI+GYP8DIyMpIdO3bw6dMnwQHrecCbmZmRlpaGq6srNTU1XL9+nTFjxnD69GkANm3axL59+1BXVxfFwNnZ2bi7u/P8+XOBC5k+fTqrV68W5umysjJR5t7c3IyhoaGAs/7555+MGjUKfX19MjMz8ff3Z8eOHezYsYPIyEh8fHyQkJDgypUr9HyGraysCAkJ4eTJk/j6+lJYWMjLly8JCQlBVVWV2tpaLly4gKKiIocOHSIvL4+ioiKysrJYunQpABcvXqSurg5HR0dkZGRobW1FXl4eDQ0NHj16RH5+PgcOHKC1tZWVK1cyePBghg4dyufPn/n27RsAoaGhtLe3k5CQgImJCY8ePeKXX37h1KlTzJ8/n5MnT6KkpCQAyz0wSAMDA/bu3QvApEmTiI+PZ+7cuQDMmjWL+vp6VFVVmTp1Kj4+Pri7uzNy5Eh69eqFra0tVlZWNDU1IScnJ/4emzZtEniWIUOG4OvrC/xb4p6amsrFixfR0dEhOTkZd3d3XF1dBe0d4NSpUzQ3N7N69Wru3r2Lv78/Tk5OpKSkcO7cObZu3crr16+ZPn06Bw4cICcnh7q6OvH5BXjz5o2wRjg7O+Ps7ExRUREuLi7Y2dmRnp7Ox48fcXBwIDIykrKyMoEC+r//+z8ATE1NcXFxoVevXiQkJIhGgGXLluHr68uaNWtYsmSJKLeGf6HSf/31F66uruI194B3R4wYgZqaGocPHxYA2Hfv3mFhYUF1dTUVFRUMGjQIQMC1AcrLy3n//j0hISFkZWURFhbGhg0b+M9//kNaWhoNDQ38/PmTtLQ0li5dyrp16/D29haHM4Ds7GzmzZsHwMGDB7lx4wYyMjLiIT1t2jS2b9/Oy5cvCQ8P5/v37/Tv3///95398+dPdu/ezZQpU6isrBRG8+joaPT19bl//z6+vr64u7sTHx8vKobMzc3Fa+l5HWlpacjLy5OcnMzgwYORkpLi1q1buLm58eDBA1pbWzE0NMTX15fm5ma+f/8u7g83NzckJCSIiIjA39+fK1euoKurS11dHZaWllRVVfHt2zeWLl3KsWPH+P79O11dXSxZskTAjGVkZGhoaMDW1pYhQ4YAMHv2bLq7u/Hx8UFbW5v+/fuLw0avXr04d+4cs2bNYsqUKQDisJqTk4OFhQWnT59GTU2Nly9fcvjwYbq6upCUlCQrK4ucnBxsbGwoKysTCB6A0aNHs3//frZv387ly5eRl5enra0NSUlJYmJiWLRoEfHx8QII29nZia2tLQ8fPsTGxgYAf39/zp07x6FDh7h69Sr9+vXj06dP4v3rgaHn5+fT0tJCWFgYO3bsYNKkSdy/fx9AqOn5+fn8/vvvnDp1iqFDh3Lq1CnKyspQUVHB19eXESNGsGvXLhQUFAQ8/q+//gL+rYRqb28XrDs1NTWWL1/OmDFjhJfv6tWreHl5oampKVL81dXV6OvrAzBlyhQ8PT0ZMWKEgOM+ePCAkJAQMjMzmTZtGubm5gDs3bsXVVVVnjx5QkhICIMHDwYgPDyc3377TbBAr1y5wuTJk5GRkeHy5cucPn2a5OTk/wFv/5trw4YNW06ePImCggK7d+/m8uXLXL58GRsbG5qbm6moqKCjo4PQ0FBOnjxJWFgYz549Y9asWVy6dImQkBDOnz8v8ABv3rwRxsK3b9/S0dFBd3c3mZmZhIaGijXZ6NGjKSoqIjc3l/DwcNFnV1paipubG8+ePcPd3R1DQ0MRVOghof/+++8MGjRIpH5sbGzo6upiz549vHjxgsjISJqampCWlhbeEWVlZU6dOsXatWupqKjgx48fdHR0EBUVxc+fP4mLi8PJyYmFCxdSVVVFaWkpAH5+fly6dAlnZ2fq6+txcXHh9evXdHZ2kpqaSmFhIePGjaOoqIj6+npBtZ4zZw7Nzc18+PChpyoDaWlpNDU1xevS1tbG3NwcLS0tCgsLCQ0N5ebNm4wfP57Ozk7Gjx9PamoqOjo6zJkzh23btgl6fXV1NaNGjSI1NRV3d3cyMjIICAggNjaWoUOHilTN4sWLcXBwIDw8HH9/f8zMzMjMzKSiogIFBQX69OnDmjVryMvLo6uri1evXlFeXs6kSZPYuXMnd+7cwdzcnOLiYj5+/Ii+vr4Awfr6+hIWFsbIkSNpbGzEy8tLULkjIyPx9vYmJiYGeXl5Xr9+zdy5cwUjTEZGBg8PD5SVlZGQkMDExIQPHz5w4cIFrKysSEpK4s6dO6xcuZITJ07Q1NRER0cH9vb2jBkzRvhgVFRU0NDQICQkhE2bNjFr1izCw8PFSiwgIIB79+6Rl5fH+PHjcXZ25t27d9jZ2QkvWU1NDYmJiVRUVAjStoGBAevWrRNYAW1tbRYtWsSePXuQk5Nj3rx51NTUYGNjQ2trKzk5OeKL/f79+9jZ2fH9+3dkZWW5efOmMO3u2bOHrVu3EhoayqNHjzh8+DAhISFoaWlhYGDAgAED+Pz5Mx4eHmzatIkRI0bQ0tJCYmIiISEhjBs3jjNnzqCuro6JiQmjR4/m8+fPQiles2YNd+7cwc/PDz8/PwwMDEhPT8fW1paSkhLCw8Px8fER9+XgwYMxMzMTp3Nra2uWL19ObGws//zzDyNHjuTVq1f07dsXJycnXFxcsLKyYty4cTQ0NHDkyBG6urpYuXIlbW1tGBsb079/f/7zn//w+vVr9PX1MTMz48SJE7i7u1NfX8+1a9cYPnw4xcXF6OvrY29vT3t7u/BX2tvbs3HjRpGaHDRoEDdu3KC4uBhra2s2b97MH3/8QXx8PFu2bOHly5fIycmxceNG2trauHHjBq2traxZs4a6ujrU1NQwMDCgsrKSFStWUFhYyOfPn+nbty+bNm2iqqqK0aNH07t3b/bv34+lpSVr1qwhMzMTBQUF7t69S1paGt3d3SxfvpyPHz/i7+/P27dvaWpqIiMjg6CgIP7++28B6H3x4gWWlpY4Ojri4eGBhYUFxsbGghp/7Ngxli9fzunTp4Vnq729nfLycvT19Zk2bRrR0dEEBwfT1NQkqPMAkpKSQqkaPnw4VlZW3LlzB11dXW7fvs2ePXt4+vQpX758oaGhgdDQUMzMzJCSkhKJ/qdPnyIvL8+XL19wd3fH1tYWBQUFevfuTa9evZg/fz5Hjx6lo6MDNzc3KisrSU9PJzk5GX9/f5SVlUUlWk9IY+DAgTg6OvLPP//g7e1N3759iYyMxMLCAnt7e1ELpaOjw4MHD2hqasLf31+Q8lVUVEQnq5SUFMXFxSKJCYgBJyIiAk9PTyZNmsTo0aMJDAwUQ+rp06eJi4tj6tSpKCsr4+7uzvr16ykoKCArK4tRo0YRExODhISEqBrrCUH1ePT8/PzIzs6md+/e7Nmzh8OHD9Pc3IyEhAS5ubnMmDFD+Pbk5OTo16+f+N1rampYtWoVly5dwsfHh1u3bqGkpCSSzd+/f+fr169oaGiwevVqRo0ahZKSEqmpqbS3t7N27VqWLFmCnZ0dOjo6eHl5sWrVKv7880+6uroIDg6md+/ewguek5MjVu7y8vI4ODiQmJiIo6MjqampmJqa8vz5c8aPH8+kSZPYtWsX0dHR1NTUoKKiwtu3b8nPzyckJIQLFy6wc+dOrly5wtmzZ6mpqSEvL49Hjx6xevVqHBwcsLa25sKFC7i4uHD48GFev37N4sWLMTIyoqCggNWrV/Of//yHxMREDA0N6dOnD4qKirS3t2NpaSmU1X79+nH//v3/4Tn+2+vEiRNbZs6cSfX/x957BVVhfv/Xi3LoHDpIUaT3jihNEBBUwChWVNTYu8aSqLFGoynGmqDEEnvv2MWOYkG6UhQERKRLk17+Fxmemd/dd+ad9y7PHcMVzDlP2fuz16qqYvLkybx9+xY3NzdSU1P5/Pkz4eHhyMrK8sMPP6Cvry+wHF++fOHevXuMGTOG+Ph45s+fj4yMDMrKyvzxxx8UFBTw/fffC4J3cXExdXV1pKSk0NHRwfXr14mOjubFixcsWrSI1NRUysvLUVRU5M2bN7S2tuLh4cFff/0leFUZGRlIpVI2b97M2rVryc7OJjMzk7t373L48GEGDx4sSsjr1q3jl19+4cOHD3R3d9PQ0ECfPn3YtWuXwE/k5eWhr68P/Fu10NTUZNOmTdy8eZOQkBAxHVVTUyNe9Hv37hUA2h6AbUZGBrNnz+aHH35gzpw5zJ8/nx9++IHa2lp+++031qxZg52dHY8fPxYTbBcvXkRHR4c9e/aQnZ3NsmXL2L59O6NHj+bq1asi2zFu3DgAEfBOT0/n69evAkvw/Plzvn79yqhRo8TPHR0dFBQUMHr0aP766y/u3buHoqIiHz58YPLkydy8eZOmpibmzp3L33//jY6ODjo6OmzdupUtW7bw8eNHfH19+fjxI6amptjb27NlyxYiIyN5+/Yt2dnZ4m//+vUre/bsQVNTk0uXLrFt2zb09fU5ePAgU6ZMwdPTk3fv3lFcXIyBgQH29vaoq6sLQbuysjJ3794V7ex79+6xZs0a/P39mThxIocOHRLsOFVVVcGdOnbsGI6OjpSUlPD161dBZI+NjWXXrl3U1NSgoqLCzZs3aWhoID09nenTp4sQek/buqamhocPH1JQUMDz58+prKwkOzubV69eiQpXT/n+2rVrDB48mAsXLpCSksKTJ09QU1MT4fRPnz4hJydHYmIiM2bMEMMQPRYFa2trVq5cyZMnT9iwYYMgent7e3P27FlxaPQ8MnrMB1OmTMHPzw8/Pz9aW1sF2b6goIAvX76wZMkSIaP/4YcfGD9+vFBVubm50dzcjLy8PDk5ObS2tvL161dOnz7Nr7/+iq6uLl1dXZw4cQIzMzNevHiBqqoqxsbGJCcn4+XlJQwGt27d4ptvviE7O5sRI0agqqrK+/fvGTdunBBmDxs2jOHDhxMbG4u/vz85OTns3buXiRMnkp6ejqGhIQoKChgaGvL+/XuRIaqurqaxsZGsrCxBib979y55eXk4OjqKQyUpKYlFixbh4+PD+fPnhTViwYIFZGVlcfDgQZKSkpBKpXh6egL/qtKOHTvG+vXref36NdXV1ZSWljJo0CDU1dV5+vQpenp6GBkZIS8vj5mZGdevXxePtvLycmRlZVFWVqaurg4jIyNSUlIoLS0lPT2ddevWcfHiRTo7O7G0tGTEiBH88ccfbNq0iU2bNuHq6sqtW7fIysri+fPnXL9+nZaWFuEa7t+/P8XFxTQ1NVFfX8+4cePYuXOnqATv3buXt2/f0traSmFhIXJyciLXmZaWRmdnp/i+Ozo6CrH38OHDuXbtGv369aO2thZHR0eh+HF1dWX//v0CcC4vL8+BAwf4+vWriHH0TMXm5uby6tUr1qxZI/5X9fX1HD9+HHt7e1paWpg3bx6FhYXcvn2b/fv3o6amRu/evbGzsyM1NZXW1laWLVuGn5+fGDbS19dHUVGRsWPHsmnTJtzc3ER3obi4mLFjx3Lz5k0RsG9pacHS0pKoqCiysrJISkrizZs3uLq6Cj7e+/fv6e7uRlNTk9LSUqytrdHW1kZGRoZ79+7h4+ODpqYmOjo6lJWVCRe1VCrlu+++Y9KkSeTm5tKrVy8MDAzYsGEDenp66OrqkpCQQG5uLsbGxnz58oX+/ftz+/ZtBg8ejJqamigQ7N+/n19//ZX4+HgmTpyInp4eVVVVODs7M2jQILGXzZ8/X7hYMzMzaWlpoaKigqqqKtrb25GTk8PFxUWw786ePYu3tzd37tzBw8OD1tZWDA0N8fPzo6WlhcOHD1NcXMzy5ctF9tXPz4/3798jkUgYNmwYampq6Ovro6Ojw8iRI/H39yciIoL169ezcuVKLl26REhIiDhzezLmOTk5dHZ2YmNjw+jRo/n++++pq6ujT58+dHR0YGhoSFxcnLCEqKmpAf9WtpuamkhOTsbCwoKGhgaRq3vw4MF/GbX/dR07dmyDqqqqUMwoKSlx+PBh5OTkaG1tpampSeRgpFIpXl5eKCoq8ujRI6qrqykvL8fHx0dQwuvq6lixYgXKysq0t7dTU1NDfn4+urq6BAcH09raSl1dHT/88AOdnZ306tWLw4cPM2zYMKZPn87UqVPR0NAQ1QEFBQWR3xg7diyampocPXqUmzdvYmJiItpBGhoauLi4iNachYUFsbGxuLi48OjRI4qLi/Hz82P48OGoqakxcOBAYWBQUlLi1q1bhIWFMWTIEK5fv86CBQsoKirC2NhYBD3fv3/PrFmzCA4OpqysjBs3bjBz5kzhSexR1ujr6/PmzRs8PDzo7u5mzpw5vHjxAmNjY/T09ITwuIdVpqamxooVK2hqasLAwICxY8fy7t07Pn/+TG5uLuvWrRNDED0eyZs3b5KTkyN4Wp8+fWLVqlVs3boVRUVFcbG1tLQU+q2ffvqJqVOnMn36dBwcHFi5ciVJSUmUl5fz448/oqWlRXJyMr169cLc3JykpCRGjRrFtm3baGtrY+jQoWKCauTIkQBkZWWJ0PKcOXPYvXs3EokEa2trMjMzuX//vrAnPHnyBCMjI9zc3Oju7iY+Pp7k5GSOHTvG0KFDuXHjBtra2ty5c0doUqKiooiMjGTLli20tbVx9uxZ3N3dqa6upl+/fqJqJZVK2bp1K97e3lRVVdHQ0MDgwYP5559/sLOzE9PL9vb29O3bl4KCAoyMjGhqasLDwwNPT0+WLFmCioqKeHV3d3eLCdSmpibx2S0sLOTcuXOsXbuWO3fu0N3dja2tLSYmJjx8+FBUe3tercnJyQQEBGBtbc1vv/2GtrY27e3tJCYmoqamRnNzMwsWLCAsLIy6ujo+ffok8nI6Ojq8ffuWuLg4AZcOCQmhqKiIU6dOif/l27dvWbJkCaNGjeLEiRNs2LABVVVV8vPzsba2Jjg4GAUFBS5dukRnZyfd3d1MnDgRHR0dMjMzGTFiBAsWLGDLli2Cf9dz2dqwYQNr167lwoULLFy4EC0tLR48eAD8e1HX0NCgq6uLu3fvcuTIEdauXSuiDJaWlrS2tpKfn8+CBQtITU3F3Nyc5uZmkWUzNTVFIpFgYGBAnz598PHxob29nQkTJjB48GBev35NfHw8Y8aMwcTEBBsbG86cOSN4ZnZ2dsTFxVFeXk5QUBASiYQ5c+aQkJCAp6cn2traAoGRm5vL2bNnyc7O5tmzZ/j5+XHgwAHWrFnDuXPnqK6upr29nVWrVlFcXIxUKmXChAkEBgYKpIGJiQm9e/cWDsaei8mCBQu4e/cu7u7uFBUVUVFRwZIlS6itrcXW1hZzc3MaGhpE1Wzt2rUMGTKElStXMnToUABiYmJ49+4dKSkpREZG8ubNGwYOHIinpydXr16lsLCQgQMHEhUVhbW1Ne3t7Zw8eZL58+eLTBkgoNZaWlo4OTkRExPD27dvuXPnjjDENDY2oqenh6ysLOrq6ujq6lJfX096ejry8vIUFhbi6uqKo6MjERERNDY28uzZM3E46+npoaqqyr1796ipqUFGRoYlS5bw4sULLl26xN27dxkzZgzHjx9n2LBhXL16ldDQULKzs/H29sbIyAgnJycuX77M2LFjcXd3R1dXF01NTSwsLLh06RIeHh7s3LmTuXPnCqF5e3s76enp5OTkUF5eTl5enthnrly5wu+//053dze3b99m4MCBgn85b948AXf+5ptvCAgIoLGxEXV1deTk5Dh06BDEKN/vAAAgAElEQVSmpqYis9XV1cXr168xMzOjoaEBExMT1NTUhJmiZ9jB2dlZ8EJ7Lm1ycnLMmjWL8vJydHV1GTp0KN3d3WRkZAiQ7aVLl7h//z6NjY2sX7+esLAwXFxciIqKwtTUlAcPHgjGpqysLB4eHvTq1Qtvb2/2798vPNw9qkBDQ0OsrKwoKSnB1taWkSNHivOqJ1fcY1NQU1MjJSVFFDwiIyPx8fHB1dUVVVVVysrKRKzo559/Fl2S169fi7z5lClTsLCwEOfq77//ztGjRxk7diz29vZYWlpibW3N8ePHBfooNzeX5cuXC7fvf1Of/+PauXPnhqlTp9Lc3MzDhw/ZvXs3AIqKirS1tTFx4kRsbGxQVVWlpaWFxsZGLCwsOHr0KAYGBhQVFTFjxgxCQkKoq6sjKChIBJuTk5MFj8jLy4vly5ezbt06AgICUFJSYv369SgpKREZGcmFCxcwNzdHT0+PmzdvkpKSwvbt2zE1NcXR0ZFhw4bR0dFBZGQk0dHR/Pjjj8ycOVNob5SUlDAxMcHa2prDhw8zYsQIwsLCkEgkNDc3o6+vT0NDA5mZmUJvIycnR1hYGFu3bmX37t0Cfvjdd99RVFRER0cHjY2NIrjc1tZGY2MjVlZW3Lp1C0dHR3bt2sWwYcNITEzkzz//FNqd6OhorKysKCwsxNTUlKNHj6KqqkpzczMREREUFBRgZ2dHQkICLi4uYqKsuroaOzs7Vq1aJVoiPfmwyMhI+vTpg5WVFTExMVhaWpKbm8uLFy+wt7cXBoWSkhL++ecf5s6di5mZGZs3b8bFxQVtbW2OHj1Knz59qK6u5tSpU2RmZooL+vv37xkwYAAyMjIcOHCAUaNGcfToUSIiIoiOjubdu3fs27cPXV1dcnNzSUlJwdTUlLi4OKqqqmhpaWHw4MGkpqby4sULUZ1SUlLi+fPnbNmyRVQze4CT7u7uaGpqoqenR3R0NHl5efz9999YWlpy8uRJnj9/zvr164WvtadF0qOIiYiIwMHBgfr6elRVVenu7kYqlfL582d0dXUZPXo0zc3NdHR04OzszMOHD9mxYwdpaWkoKiqKUfOecfzOzk5aWlpERTMuLk6oq3psCG1tbfj7++Pu7s7WrVvFBF9OTo6owk6ePJm8vDw8PT0F8b5H8WRubi7cnM7OzoSHhxMREYGNjQ0GBgbY2dkB/7a4Ll68SGBgIHPmzBE+yGvXrjFo0CDs7OwYMWIE3t7ezJw5k8rKShwdHenXrx+hoaHo6Ojw4MEDRo0aJUTVvr6+rFixQoz9nzlzhujoaO7evcvPP/+MjIwMN27cEHyqhoYGUWU6dOgQX79+JTw8HCsrKyG7T0tLIzIyEl1dXXbu3MmIESPo7u6mvr4eqVRKUlISXV1dFBcXo6OjQ2VlJRKJhE+fPqGgoICCggJbtmyhrKyMtWvXcv36dYG56OrqorCwkIaGBk6cOEF3dzcODg4MGzYMX19fjh49ysKFC3n37h2RkZHIyckJYfv3339Pbm4u5eXlvHr1ipCQEKysrAQCZN68eejr6zNr1ixxEKelpeHp6UllZSUZGRmYmJiIqnvPo9TNzY22tjZMTU0ZNGgQ27dvF1nOgIAA0Xr79OkTenp6DBo0CGVlZbKysggPDyc0NJT8/HyMjY25fPkyJSUlHD9+nPv374u9ISkpCSUlJaRSKV1dXfTv35/W1lZ69+5NYmIiVlZWDB06lIEDB2JmZoalpSVtbW1s3LiRV69esXjxYiZOnIiRkREaGhriktOT9e0xMEilUmJjY3F2dubatWvU1tYKM8z8+fP57bffSE1NFZf3Y8eOERAQgEQiITQ0VLCyDAwMhBO2sLAQJSUl5s2bR1xcHJGRkWIwqwe8GhMTIx5rPTELDQ0NPn78iJWVFatXr0ZVVZVBgwYRGBjI4cOHGT58OObm5sKtWldXJ9zRnp6ewtqhoKDAX3/9xY4dOygoKEBGRgapVMrBgwdZtmwZt27dwsrKijdv3tDS0kJrayvnz59n/vz5REVFUVxcjL29PVKplOPHj+Pl5YVUKkVXV5eSkhICAwMpKSmhpKSE8PBwYd1oa2ujqakJVVVVjh49Snx8PH5+fnz69ElMxgYFBVFZWUljYyPPnz8XWeOgoCDa2trEudnzfbGwsODEiRP8/fff4rN/8OBBMjMziYiIAP7N+cnIyIiJ/R7gdHZ2NlOnTsXIyIg9e/Zw7NgxcnNzMTQ05Pr166xZs4bg4GBxtmdmZhIaGoqCggJlZWX079+f/fv3c/fuXeDfiU5HR0f69u2Lrq4uvr6+vH79mpcvXzJ+/HgKCwsJCAjgl19+4fHjx+jq6nL79m2RjywrKyM7OxsHBwc0NDR4+vTp/9T6lP3/5ebz3/pv/bf+W/+t/9Z/67/13/r/vP6rqPFvRW3r1q0C/tgTzoyIiMDPz4+jR49SW1uLVCrl2bNnmJqaCr7Y1KlTkUgkmJqasnjxYh48eMCrV68wNjbG29ubvn37YmNjQ2hoqKj69Kg+Kisr8fT0pKmpibq6OvFC3rRpE2ZmZsyYMYPS0lLq6+tpbm7GzMxMTLLp6OigqalJe3s7Dg4OvHr1infv3tHQ0EBwcDDPnj0jMjISFxcXPD09OXPmDFVVVUyfPp3t27ejrq7Oxo0b8fX1ZcqUKezYsYNjx45hZ2eHvLw8V69excTEhIMHDzJ9+nSUlJT49ddfycjIoF+/fjx+/BhjY2OkUilXr15FKpUiJyfH2LFjcXV1FXmbHtnz/Pnz0dDQwNDQkF69eonJn54slIaGhlCHuLu7Y2hoyLhx49iyZQsxMTEYGBggKytLR0cHZ86cISMjgw8fPmBoaIiDgwOdnZ24u7sLpt3FixcJDg6mpaWFVatWcfjwYcrLyzE1NaWzs5P8/HwqKytZunQpJSUleHp6oquri62tLQUFBTx8+JCmpibMzc0ZPHiwgB2np6djYGAgck89FoDk5GRkZGSwtrbGw8MDDw8Pbt++zdixY8XwhLOzMyYmJnz77bfAvxXb27dv8+rVK+FjnD9/PsePHwfA29ubkJAQnJyccHZ25tChQ7i5udHR0YG6ujoXL15EW1ubuXPncujQIVatWkV1dTUFBQXMnz9fZOeysrJoaGjAw8MDDQ0NBgwYwDfffIOmpqbIsvTosCZNmsTo0aM5ePAgCxcu5PHjxxw+fJjOzk50dXX5559/yM7OZtGiRfTq1Qs3NzeMjIywtbVFXV0dDw8PkcMrKioSmSY3NzcsLCwE0uTcuXMkJSUJDdGpU6dISkrCw8ODjo4Ovnz5Qo9/V11dHQ0NDRISEnB1daWpqYnGxkZRnVqxYgWZmZkMHDiQxsZGBgwYgIWFBbq6uvzxxx+YmZkhIyODt7c3KSkpQhGnrKzMnj17hLLK2tpakOGNjIwwNzfHycmJuLg4xo0b93+wMD1ssDFjxmBkZERFRQWamppIpVKBYamurqa2tpbk5GSkUqkAa44cORItLS3u3buHuro6OTk5NDU1oa2t/X8k7pmZmfj7+4tgvrm5ORMmTKC6uporV66gra1N7969mT59ushVHT16lLCwMHR1dYUjNTg4GAMDAy5fvkxSUhKBgYEkJibi4eFBRUUFf/31F0OHDmXBggX8/vvvKCgoEB4eTlJSksgSxcbG8vDhQ1xcXKisrBTS+Dt37gi90OzZs3F3d+fVq1dcvHiR4uJiDh06xIgRIzA2Nsbd3Z3evXtTWFjIly9fKC4upqqqiqioKGxsbIiKihJcwYCAAKZMmUJ3dzeOjo4oKSnR2dmJiYkJRkZGosJz+vRpAgMDxeDCihUryMrKEv5JeXl5bt26RVdXF87OztjY2Agvbw+E3N/fHx0dHXx9fXFycuLRo0doamoiKytLSkoKtra2tLW1CXdrD/RUTk6OtLQ0rKys0NXVJTk5GWNjY5YvX46qqioNDQ3U1NRQU1NDfX09/fr148qVKygrKzNnzhxsbGyEP3jz5s1IpVJiYmKorq6md+/e1NXVMXHiRD5+/EhBQQEAUqmUpqYmysrKOH36NJ6enujp6aGoqEhaWhq2trYcPXoUU1NTtLS0OHbsGOPHjxdey8ePHzN8+HDWrl2LsbExmZmZfPPNN5iZmZGZmSlMD+7u7mRkZPDo0SOkUil6enocOHCA27dv4+LiQnd3N+3t7SgrK1NZWUleXh6fP3/G2tqawsJCbG1tBUy4uLhY5MJ6Jjvr6uqoqalhwoQJKCoqimywoqIilZWVJCYmcu7cOZEX7tevH5cvXxbZxWnTpiGVSjl27BhFRUU8evSIoKAgli5dyu3bt1m8eDH9+/dn+/btTJ8+nVu3brFr1y4Abt++LXiEc+fOZciQIVRXVzNq1CgGDhwojB1paWnk5uaycuVKABYtWoS5ubng6UVHR1NRUcHBgweFinHEiBHcvHmTH3/8kcjISKZMmcLq1avx8/NDQ0ODpUuXEh4ejq6uLo8fP6agoOC/jNr/umJjYzeYmppia2vLwYMHRRvut99+48KFC8ydO1fIly9evEh+fj4zZsxAXl6eN2/ekJiYiKysrGBxGRgYcOPGDQwNDQUfKTExEYlEQldXF25ubtTW1rJu3TqsrKyES/LQoUMkJCSwZ88ejh8/TmJiIqNHj2bt2rW8fPkSbW1tHj9+jJeXFxoaGgQHB+Pm5iYgirm5uWICKzAwUGxEPbDEnkBmdHQ0np6efPvtt7i5uYn2lre3N56envzzzz8sW7aMRYsWsWbNGrS0tMjLyxOE6x54bV1dHePGjUNFRYWTJ0+yYsUKLC0tUVJSYs2aNSgqKuLj44OGhgby8vJoaGiQk5NDXV0db9++xdLSksDAQAwNDdm+fTt+fn6sWrVKjI7/9ddfbNq0SRwqJ0+eFKJcExMTQkND+emnn1BXVxeZlezsbFJTUxk9ejQJCQno6uoSHh4ulDk9LZBFixYRFhYmvIIFBQVUV1fT2dlJVVWVuHwHBwdTVVUl/i5lZWUaGhpE283e3p4pU6YIkOfixYuZN28e+/fvFxtEdHQ06enphIaGUlxcjJmZmWi59rSChwwZQlFRERoaGkgkEkxMTARrJzU1FU1NTQwNDZGVlSU2Nlbom5ycnPD398fPz49Tp07h7u7OhAkTuHnzJgkJCXzzzTdiExkyZAjffvsttra2aGlp0draKoCscnJyIkulrKyMiYkJGRkZTJkyhQ8fPrB69Wrmzp1L//79yc3NJTw8nJSUFKZNm0ZbWxt3795l0aJFWFtbs3v3bmbPni3UaMrKysjLy5OSkiI8qNeuXcPW1paZM2cKA4GhoSGrVq3i4sWLaGpqEh8fz7x587h79y51dXWMGTNGDBK4ubmRl5dHa2uraIdu3rwZHR0dmpqaqKiooLy8nFGjRjFhwgTMzc2FreLPP/8kKioKT09PEV/4888/8fDwYM+ePZw5cwYtLS0qKiro378/o0ePpquri6KiInJychg/fjxlZWVYW1tz4sQJGhsb6d+/P+fOnePgwYNUVFSgqqrKgQMHePnyJevXr8fW1paSkhJ69eqFrq4up06dIjg4GGNjY8LDw6moqCAuLo7ffvsNiURCRkaGmCjs6OjAzMxMMOS0tLRwcHCgra2N169fo6amxsuXLyksLKS5uZlz584RGxvL1KlT0dHRQUZGhk+fPpGSksKKFStIT0/Hz8+PCRMm4OHhwZQpU1i7di0NDQ1UVVVRWFhIZmYmGRkZPHz4kISEBHbs2CGmGPX09Lhy5QovXrwgPT1dTP6WlZWRlZUlcAkDBgxg586dtLa24u/vj4uLC4aGhuzcuZO9e/cyadIkgoODOXPmDA0NDTQ3NzNp0iTk5eXp7OzkxYsXaGtrY2ZmJibgeyY2nz9/TmtrK7m5uTg4ONCnTx+0tLT4/Pkzvr6+zJs3j/LycgE87VEZdXd3o66uDvx7WejXr5/I//WI2Xs8tz2fldWrV6Ovr4+CggJWVlb0799fDPFUVlYKSK9UKuXr16/Y29ujpaWFnp4eQUFBxMfHM3PmTK5evUpYWBhZWVlIJBLGjRvHwYMH+fbbbzE3N0dWVhYnJyeRm/v++++JiooS3EcPDw8+f/7MggULWLhwIdra2v/HnvH582esrKyYMWMGnz59QlFRUbTmhg4dSnl5Oenp6WzevJkdO3bQt29fkbMF2LdvH5MnT+bBgwdij8nNzRWxlkmTJhEaGkpZWRnp6em0tLSQlJTE48ePuXTpkgDZ+vr6Ultbi5mZGW1tbfj4+FBZWYmDgwOBgYH07duXixcvsmjRItra2qirqxO5vrdv32JhYcGnT58YP348d+7cEcqr0aNH09LSwogRI7hx4wa1tbU4OzvT0tKCi4sLSkpKODs74+XlJfKjmZmZ9OnTB2VlZfbt20d6ejqBgYGiQKCnp4exsTF37tzBxMSExYsXo6ysTH5+Pu7u7pw/f56HDx9iaWlJdHQ0WVlZWFpaChvCyJEjcXd3R1VVlaCgIDo6OkRmrr29nUmTJvHx40cOHz7M169f6e7uxtLSkry8PGbOnMnJkyf/m/r8X9fu3bs39Kgibt26BfyLpMjOzhavFUVFRe7du8fSpUvJyMggLy8PBQUFCgsL8fHx4eTJk5iamuLg4MDixYuxtbWlX79+XLhwgeTkZDo7O0Xg/+HDhxQWFtLe3k5LSwvDhg0TI/kxMTGsX7+ewMBAqqqqqK+vZ+vWrYwfP54dO3awceNGVFRU6NevHx8/fuT8+fN4enoKdcmrV69ENWXlypU0NTXx6dMnHBwcMDIyQlVVlZiYGJqbm/Hw8GDgwIHCJRgVFSUud9u2bWPp0qXcu3ePoqIiKisrxcWmR4Hx3XffUVBQwKVLl7C3txdqHoCRI0eSl5fHX3/9hUQiwdPTEyMjI5SVlTE0NBQ6oIMHD4oL7bNnzxgzZgyVlZUCCqmoqCgI4bm5ueLLrampSWJiIvPmzSMzM5N169YxadIkzMzMGD16NM+fP8fAwACJREJ9fT1GRkZYW1tz5swZYSdobW1l7ty5qKmpCSVSS0sLsbGxdHV1MWvWLADxautRr9jY2PD582cePXrE27dvBdyyd+/eHDx4kEGDBuHn50d1dTVqamp4e3tjb29PRkYGe/bsYf78+YwbN476+no0NTWFINrb2xs3NzfOnTsnArXe3t789NNPfPvtt3z48AEfHx9UVFSIjo7mwYMHNDU1CcPCsmXL2LVrF8bGxvTu3Zvbt2+TkZHB8uXLSU9Pp7y8nKdPn7J06VKKiop4/PgxCQkJeHt7c/jwYfLz89HS0kJBQQFLS0uR6bl27RqlpaW0tbVx/vx5goKCxERY//79iY+PZ/r06SgoKFBfX09MTAyXLl3Cy8uLVatWoaysTGdnJ56enqIaNXLkSNTU1Hj79i36+vpCnzRu3DhCQkLw9/cnLi6OAwcOMGHCBKytrTE2NmbHjh3MmDGDp0+fcvXqVbq6ujA0NBS5NlVVVdrb2wGIiIjg8+fPLFu2DBsbG1JTUwUmIiQkhAEDBnD69Glu3brF3bt3CQ4Oxt/fnydPnrBgwQKsra0pKCjg/fv3XL58mQkTJuDo6CgUNO7u7hw9epSlS5eKKdr6+np69eqFj48PBgYGuLi48M0336CgoICenh6enp4MGjRI5Oq0tbWJj4+npaWFFStWkJCQgKWlJQkJCaxYsYLz58/z7t07lJSUKC0tRVZWVlRC79+/L6wU169fF/uZkpISmzdvRk5OTuQjv3z5wvz58/ny5QvOzs7ExcURHh5OXV0dxsbGpKWlCRuDvb09FRUVfP78mX/++Qf4d0JSXl6e33//HRUVFTQ0NFBVVaWuro6FCxeiq6srpl7l5eVJSEjAycmJ7777joULF6Kjo8ONGzdIT08nJCSE7777juvXr6OoqEhNTQ0GBgbk5uYiKytLWVkZT58+JSEhgYULF3Lt2jXhn0xOTqa0tJTp06cTHBxMcnIyoaGhPHr0iJKSEvT19RkyZAinTp0iPDycbdu2sXr1asLDw7l27RoDBgxAXl4egGvXruHk5ER+fj4fPnzA19cXGRkZIiMjSUlJwdjYmPr6euTk5Kiurmbnzp1kZGRgYWHB5MmTRbX9119/pbm5WeyBZ8+eRUlJifr6enR1dTl69CiOjo64uLhw584dtLW1aWxsZN68eYwaNYrTp0/j6OhIR0cHFhYWQo/166+/Ii8vL7KcMjIyQnXU0NBAfHw8ffv2pbm5matXrzJ27Fiio6P59OkTqampzJs3T0w5X7t2jUOHDjFnzhxcXV0ZN26cYFqeP3+et2/fEhAQgJycHDt27GDPnj08f/6coKAgfvzxRxwcHDh16hQfP37E3Nyc3bt3M2vWLLq7u/H29mbChAl88803ODs7c+/ePSQSCenp6RQXF+Po6IiBgQGrV68WoGU7OztaWlqwt7fH3t6eZ8+eiUe0k5MT+vr6qKur097eLoaw4uLiePDggdCpDR06FAsLC1xdXblx4wb6+vpoaWmhpKRETU0Nra2tJCUlMWTIEDIzM5k7dy4pKSm4uLgIneGoUaNITk4WAxwSiUSYhy5evIhEImHo0KFoaGiQmZlJcHAwAC0tLSK32dXVBcDy5cvp7u4mLy+PY8eO8fDhQ/r27YusrCwPHz7EzMwMiURCQEAA5ubm3Lt3j2fPnv13Uftf1x9//LFh9uzZjB8/Hm1tbSIiIsSm7enpSa9evbC1teXLly/Iyclx9epV/Pz8BCw2JyeHzZs3k5eXx9mzZwkODiYqKopXr16RkpJCZWUls2fP5uXLl7S3t5Ofn8+YMWNIS0vDx8eHz58/k5OTw6VLlygsLOTDhw9oampSX1+Pra2tcEv27duXkydPIicnx59//klERIQQx379+pWMjAyWLl3KxYsXaW9vR0FBARUVFXJycgRY9+XLl1y7do3hw4cTHx+Pr68v2dnZDBs2jLt37wqkRHt7u3A6urm5oaOjw/bt23n27BmKiop8/PiRt2/fcuLECfT19cWFTCqVcu7cOfr3709SUhJr164lNzeXpKQkBg4cSHt7O4qKipiYmPD8+XMGDBhAe3u7eGEdP36c5ORkpkyZgp2dHVu2bMHFxYVvv/0WMzMz4QStra1lypQpvH//nvfv32NtbU1MTAypqancvHmT9vZ24uPjCQkJYdCgQTg5OeHm5kZQUJAIffZU0HR0dPj48SOamppERkby7Nkz7O3tcXV1Bf4FMAYHB9PQ0EBQUBDJyckAvHv3jsbGRkaOHImdnZ14uWpqavLw4UOqq6tpa2tDRUWFJ0+eIC8vT9++famsrKR37958+fKFqqoqurq6BKU9ISGBc+fO4eXlhbGxMfv27eOXX35BV1dXQGJDQkJIT08XMntzc3MsLS1FZePu3bsYGhry5MkTVq1aRWdnJ2/fvsXQ0JARI0awfPly0tLSMDExwcvLi8zMTBYvXkxISAh///03CgoK9OvXj/Xr1wte1e+//07v3r25cOECvr6++Pj4cPXqVYYOHcr48eOxt7fnxIkTArKqqamJkpISgYGBGBkZERgYyJkzZ1i/fj0mJiaYmpqSmJhIcHAw5eXl+Pv78+jRIz5//kxJSQlTp05lwIABDBo0iPnz5zN79mx27tzJ58+fcXBwAEBXV5fu7m5UVFTQ19ensbGR/Px8goODMTExQUNDg1WrVonPWFdXF+Xl5Xz8+JGPHz9iZGRE3759GTVqlODv9WykeXl5lJWV8cMPPzBt2jQGDx6MjMy/XMqVK1cycOBAqqqqmDZtGmVlZQJ2aWxsTFlZGTY2Nqirq4vBAS8vLwYMGMCJEydwdnamT58+AqzZg4uQk5Ojq6uLsrIyxo4dS3Z2NhkZGbS0tDB9+nTevHnD6NGjycjIEJUyWVlZCgsLMTc3F6Lvjo4ODhw4QEJCAteuXROC7MLCQpSVlTl16hQmJiYMHTqUkydP8vfffzNy5EiOHj2Ks7MzEomEPn36MG3aNNzd3VFXVyc7O5uXL1+ip6dHeHg4nz59wtvbm9DQUCorKwUBXk5OTlT2Nm7cyPbt28nNzaWyslJYVt6+fUtRURFhYWECsfLx40fCwsK4fPmyOKynTp3KsWPHSEpKYsmSJf+n9Xn58mVMTEzYsGED5eXlSCQSdHV1WblyJfr6+mhoaJCdnY2XlxerV68WkYp3797R3NxMVVUVDg4O6OrqUlNTg1QqxdTUlN69e3Ps2DGGDx/O7t27UVRUFBiiHvPGjh07MDAwQEdHh9LSUgCBcens7EROTo4hQ4bg7OwsHiN6enrY29vj5OQkLhtSqRQ1NTV0dHSoqqqio6OD8+fP8/PPPxMfH8+zZ8/Q1dXlyZMnjBgxgufPn1NdXS3C/MbGxkIL2NHRwcOHD5k8eTLXr1/nzZs3LFq0iNDQUIYOHcrVq1cZNmwYurq6GBgYEBERQUlJCbm5uTQ1NdHS0oKrqysyMjJCoejh4YGZmRmVlZWMHDkSS0tLkpOTiYqKYty4cZSUlODr6ytA8V1dXRw/fpzJkyejq6vLqFGj6OrqorS0lD/++IPp06ejp6cnSAUDBw4kPj6ev//+W7TSJRIJCgoKGBgYoKSkRFxcHHZ2djg4ODBp0iQMDAzYtWsXEydOpLCwkN69ewMICkBSUhLPnz/HysqK3bt3ExYWxsePH3n48CFjxowRXbJ9+/axZMkSAJ4+fSqmzOfPny+k8iNGjEBJSYng4GBiY2OJiopCIpHw+++/C/1bV1cX2dnZ9OnTRxhH1qxZw8iRI8Ul2tfXV2i9HBwcsLCwoKqqChsbG06fPs3s2bP/u6j9L2v79u0bZGVlxYf+p59+4vLly+LlYmZmxv3792lvb8fDw0O0+nbu3Im9vT0DBw7kxYsXlJWVMXHiREE7Dw4ORk1NDVtbW8GjWbJkCbGxsZiamor8iKmpKcXFxaxbt45Lly4RHteX8ZwAACAASURBVB4uAHw3b97E2dmZr1+/cvv2bTQ0NMRL5cWLFxQWFqKtrc3bt28ZOnQo+vr6ODs7ExgYSExMDLKysiIH0dXVRXV1NQ4ODpibm9Pa2sqtW7fQ0tLi3bt3hIeH069fP/bv309WVhaLFi3i8ePHfP78mfb2diE4Dg0NFaPmkyZNEmVgNzc3zM3NBSeo54vX2dmJVCpl2bJlzJw5EzU1NRITE+ns7CQnJ4d79+7h5eVFZWUlkyZNoqKiAqlUyocPHwTDrCcv01NFkJeXJz8/HzU1Nerr60lMTOTQoUNkZWUJZcygQYOYMGECGhoaeHh44OfnR11dHa6urmzcuJEXL17Q0dGBtbU18C+ZPSsriw0bNnDt2jVqamrQ09PD3Nyc/fv3o6ioiL29PVu3biUoKAhLS0ssLCw4fvw4w4cP59atWxgaGgr/3I0bNxg/fjx5eXkMHjwYGxsbrKysmDZtGl1dXfTt25fW1lZUVFTEl3nLli34+/ujoaHBiRMnGDlypFBf9bRLv379SmpqKsOGDRMHeX19Pa6urujr63PhwgWOHTvGxYsXefbsGSYmJsjIyGBsbMyxY8cYM2YMZmZmfPjwgYkTJwoS++vXr3n//j3GxsZi+iw6OpqMjAwSExMBcHFxobS0FD09PeLi4oiJiUFJSYkVK1YQFhaGsbExjx8/xtnZGSUlJVpbWykrK+P9+/eEhISgoqKCvb29ADw7OTmRkJDA27dvgX9p8SUlJUyePJno6GgmT56MiooKWVlZfP/994wZM4bQ0FCBXHB3d6eqqoqPHz9y79491q1bx5EjR8jJyUFFRQVPT09evXqFl5cXV65cobu7Gw0NDZSUlEQerrq6Gj09PUpLS3ny5AmVlZUUFxdTVlaGhYUF27dvR0dHhxcvXmBmZsb48eOxs7NDQ0NDIB3mzZuHu7s7ISEhlJeX8+nTJ+7fv8+bN2+YMWMGXl5ebNu2jeHDh7N3715xaVdVVSUpKYldu3Zx7tw5TE1N8fT0RF1dnaysLKytrTE3N8fExIQ+ffoIQPORI0eQSqXU1tZiZWVFW1sbLS0tAlLd3t7O6dOnuXbtGhcuXODp06coKyujoKCAiYkJzc3N/PTTT2hra5OdnY2rqyvFxcUEBASwfPlyURH09fVl6NChdHZ2oq+vT1BQED///DNTpkyhubmZvXv3cvnyZUJCQjAzM+P8+fNMnz6d1NRUZs2ahbm5OdXV1QwcOJDU1FQKCwvJzc0lLS2N1NRUSkpKeP36Nfn5+ejp6dHa2ipcmObm5ujo6CAnJ8eNGzfw9/dn1KhRnD17Fi8vL4FNuXDhgmCvTZkyhaKiIl6/fs3w4cO5ffs25ubmBAYGCvG9iooK8vLynD9/HnV1ddzd3VFUVOTWrVsMGDAAqVRKamoqdXV1BAcHc/DgQSQSCSNHjsTGxobt27eLykoPA9LGxoaAgACys7OZO3euiMY8evSIkJAQ5OTk+OWXXwgLC8Pe3p6jR4/y4MEDnj9/TmNjIz4+Pty8eRMrKysmT55MRkYGPj4+ZGVlERAQQGxsLG/evGHMmDHU1tayd+9evv/+e7Zt20ZKSopgq/3xxx84ODgwePBg1qxZQ01NDR0dHWhpaVFfX4+8vDypqamsXLmS5uZmamtrmTVrFh4eHiLT9vLlS75+/crXr1+FLaa1tZV9+/bh7OyMjo4Ov/zyCw4ODly8eBFPT08B8L506RLLly+nsLCQkSNHUl5eTk1NDe3t7URERFBfX8+TJ0+ora3F0NAQFxcXJBIJNTU1hISEYGBgwJkzZzhz5gzOzs64ubmJTLOioiIqKio0NzfT3NzMzZs36d27N3l5eTx79owlS5YQGBgoYNZz5syhoqKCadOmce/ePYYNGyaiOo6OjsycOROJREJZWRkrV64UqBwvLy+RtfPz8yM2NlY4jl+8eCEwWP369UNBQYHg4GC6u7upra1FX1+f5uZmnJyc0NTUxNXVlcrKStavX09WVpZogfZoz+Li4v67qP2va+fOnRtaW1vZtGkTJ06cwM7OjuTkZNE2S0xMJCoqioKCAuLj43FychK/+/XXX5GVlSU/P5+CggKuXLmCkZERwcHBVFdXs2PHDlJTUzlz5gxRUVFs3LiRyZMn09XVxYoVK2hpaRGv8CdPnqCkpISioiKlpaXY2toKknFjYyPnzp1DXV2diIgI6urqGDVqFK9evaK+vp6KigqampqQk5Pj6dOnhIaG8urVK7KzszE2NubJkye8e/eO2NhYVqxYgZycHC9fvuTUqVPIy8sTFBTEzp07GT58ONXV1bi6upKTk8O7d+8EKHTLli2cOXMGFRUVzMzM0NPTE9yZrq4uDAwMeP36NZmZmbx+/ZqOjg5qa2vp7Ozk1KlTGBsb8+7dO16+fEllZSWKioqkp6fj7e2Nq6urMAMcOXKEBQsWUF9fD8CpU6dE7s/GxoaGhgah9ZKRkSEnJ4eGhga8vb3Ztm0btbW1yMjIiGGGNWvW8PXrV1pbW7Gzs8PExISoqCiioqLw8vJCRkaG6upqysrKCAoK4siRI/z444+iJfXy5UtcXFwoKioSMFojIyOOHDnCu3fvcHV1RUFBAVtbW4qLi3FwcCAtLY1Lly4JJlFCQgJ//PEH2traKCsrExUVRUtLC0FBQdjb23PkyBFev37N2LFjhdZmwYIF7Nu3j+DgYO7fv8/9+/dZvXo1+fn5zJ07l0+fPvH06VOcnZ1RVlbmypUrVFRUEBUVxdy5c4F/cQo9oWUTExMkEgknTpwgOjoaZWVlSktLefr0KT4+PpiYmDB79myqq6u5ceMGPj4+9OnTR+TBelyRDg4O/Pnnnxw6dIjz58/T2NhInz59yMnJoaysDCsrK2xtbXF2dub27dvU1tYydOhQKisrSUhIoL6+nhEjRvDDDz8QFhZGv379cHNzo7KyksWLFxMREcH27dtZv349cXFxGBgYUFxczIwZMwgODhYO2p720rlz55gzZw5ycnLs378fd3d3wUbLyMhgzpw5ZGdno6WlhYaGhtiIe5AxZWVlPH/+nJqaGqqrq/H09OTAgQPk5eUREhLC6tWraW9vJyMjA4lEQlFREX369CEvL4+SkhLq6+uF4iovLw95eXnRzlVVVRUXbqlUSl5eHrNmzeLKlSsiAO/l5YWqqiouLi5MnDiR+vp6kVfMyMigpqaG8vJyXr9+jZubGwsXLkRDQwMtLS3mzJnDnj17GDx4MB0dHTx79gwAQ0NDzMzMRD5RU1OTESNGkJqaSmRkJIaGhhgaGnLkyBGmTJkCwIULFwgMDERDQ4P79+/j7OyMoqIiL1++RCKRAIiKf3NzM1lZWVy+fFkIquFfplxnZyeFhYW4u7ujrKzMkSNHUFdXJy0tjdLSUsaPH8+cOXM4cOAAvr6+hISEkJaWhpaWFpWVlSKP2pPbOnnyJNbW1sjLy+Pv709AQAAvXrwgPj6edevWsWDBAl69ekVLSwuqqqo4Ozvj6+vLL7/8gp6eHt9++y2ysrIoKiry/v17MeRhZmaGs7Mzu3btQkdHR2QftbW1qa+vJzIykps3b6KsrIybmxvHjx8nPj6emJgYSktL+fz5MyoqKri5uREQEEBOTg729vZMnjwZT09PLl26hLa2NoMHD+bAgQNs3ryZqqoq4uLiMDY2Rl9fH11dXUaMGMGOHTtwcXFh2LBhwqPa0dGBk5MTmzdvFvYEqVQqBssKCwu5e/cuFRUV+Pv709XVRUpKinDNnj17lpaWFsLDwwVOat68eVhbW3Pnzh3279/P4sWL0dDQAP7V+n3+/JmeGJCPjw8lJSXifPLz82PRokXk5eUxcuRIjh8/ztq1a0lISKCkpISysjL69OmDjY2NYJydO3cOVVVVcnJyaGxsJCUlRTD1PDw8ePnyJTNmzODYsWMC61NaWsq0adPYsWMHhoaGWFtb8/TpU8zMzDh58iStra0cOHCAgwcPcv36dby8vIiNjWXatGlIJBIkEgkVFRW4u7uza9cu8vPziYqKEhe8kpISmpubKSsrw9XVlfz8fDQ1Nfnzzz+ZN28e9vb2vH//XthofHx8kEgkaGtrEx4eLh6r69at4+XLl+IyuWvXLh4/fsywYcPo1asXampqfPz4kWfPnjFjxgzmzJlDV1cXe/fuxczMDEdHR2JjY/8bJvhf18GDBzf0wFqdnZ15+fIl9vb22NjYYGhoSH5+Pnv37hXl94qKCpHT6OE+3bt3T0yi9PDRli5dyqhRoxg1ahQVFRXo6+sLpU9qaiq7du0SIM+eFpCtrS3Dhg1DUVGR4uJidHV1Be/s9OnTTJ48GalUKsrBra2tZGRksHjxYtatW8f3339PYmKioHEbGxsjLy+Pubk5xsbG1NbWUlJSQu/evbl48aIQ4HZ1dbF06VKePHlCYWGhYO/k5OQgK/svxcXKygoLCws8PDzQ1dVFRkaGqVOnUlJSQlVVFX/99ZcQ2YaGhuLt7U1qaipdXV24u7tja2vL1atXKSkpYceOHbi5uXH69GmWLl1KdXW1CLIvW7aMN2/ecOHCBZSUlHj9+jW2trbMmDEDWVlZBg8ejKurK0eOHKFv374CpDlmzBg2bdokDpUPHz6Ql5eHtrY2DQ0NnDt3DkVFRWxtbUUuo6flGRAQgKysrLiQREREcObMGVpaWkTboKOjg507dxIcHExMTAyLFy8WebWeKU9TU1P279+Ps7Mzs2fPJjU1le7uboYOHUr//v0xMzMjIiJCDAycPXuWN2/e4ObmJoTNRUVF+Pr6EhcXh0QiEW1cc3NzBg4ciIuLC+/evRN09p5L6IMHD2htbSU0NJRNmzaJ3KKamhpXrlzh+vXrxMTEUFdXR1dXF/7+/mhqaqKoqIi6ujoSiYTExETMzMyQlZUV04oaGhrCZZqdnU1MTAwyMjJs3LgRc3NzioqKcHBwICwsDHd3dy5dusTUqVNpaWlh3759rFu3jrKyMlFt7e7uJjc3l23bthEaGirkzz2v1erqalEtDQsLo6KiQlSae7Kh8+bNw9TUVLQWerhkenp66OjooKKiQt++fdHR0cHMzIzy8nI0NDTE8MydO3f47bff2LFjB+bm5iQnJ7NgwQL8/f05evQovXr1wsjIiDdv3rBkyRLWr19Pa2sraWlpaGpq0tHRgampqcgUnT17ljVr1uDr60tbWxuBgYFIpVLMzMyoqanh06dPKCsrExQURGZmJjIyMowdOxZtbW1yc3MJCAjg+PHj9O/fn/z8fPLy8hg0aJCYMouPj2fYsGHcuHEDOzs7Bg8eTFVVFdra2lhaWvL9999jb28vJsB7aOqlpaX0798fAwMDLCws+Pnnn/H29iYxMZHbt28zfPhwHj9+zOnTp5FIJJSXl+Pl5cWQIUP48OED0dHRXL9+HSsrK2pqajhy5AiHDh2ioKCA48ePc/DgQRE96JGyq6uro6Kigq2tLbt27WLjxo1YWVmJoLmamhrGxsZcu3ZNVKZ6HKw9lcu1a9cKYLSGhgY+Pj7Iy8uLqqC3t7cYbnFwcODdu3d8+vSJ4OBgbt68SXFxMQBOTk4YGRmJCeHi4mIKCwupr6/n4sWLpKWl4eXlRUBAAA8ePKC7u5vly5fT0tIidF3a2tro6enx4cMHvnz5wvDhw8nLy+P/sfdeQV1efdjuhY3ee+8CCgIiAoKIKCKKiF1Uir2hidFY0cQaY0vsxt4Sy2tFxEJTqaKACEqVqoBSpSpF9oHDmv0efe/Mnu9gz2Sd5EAzg3/+z3rW+t33fd0tLS0oKysjIyPDp0+fGDJkCLGxseJSNnLkSEpKSsjIyODAgQNoaGjg7OyMrKwsa9euRUFBgaqqKlF71NDQwKdPn1BWVuaff/5h9erVLFiwgMrKSpSUlESrDXzv1GxsbGTz5s3MnDmTr1+/8vbtW2xtbcnIyMDBwYFXr16xaNEigoKC8PLywt7envj4eJ49e4aUlBQbN25EXl6eyZMnc/XqVebPn8/ixYv5+eefiY2NRVJSEgkJCdTU1AQrc/DgwSxbtowTJ06wa9cu2traePToEZMnT8bY2Jjbt2+Tk5PD9OnTMTU1ZdiwYVhaWrJ69WpsbW0BWLVqFRcvXsTT01PIkFJSUlRXV4u09JIlSzh79iwSEhK8ffuWhw8fUlNTw6FDh3j+/Dk1NTXk5uaiq6vLp0+fhGWhx4s7bNgwCgsLmTdvnujZfPbsGampqcTFxfHkyROkpaUZMmQIFhYWqKmpcePGDZydnamvr+fjx4/89ttvyMnJkZKSIg7WMjIyFBcXo6KiwufPn3Fzc8PKyoqOjg40NTXR09MjKiqK8vJycnJyGDRoELa2tiJAFxcXx7p160hNTcXT05NTp079O1H7X9fBgwd/bWtr4/bt2+LlMmrUKKysrJCXl6etrY3m5mby8vIA8PPzw93dnfr6elavXk1SUhJGRkbU19fT2dlJcXExS5YsISEhQfhpCgoK8PLy4s8//2TQoEF0d3fTp08fzMzMePLkiQAzXrt2jfj4eHr16kVeXh5jxoyhoqKCr1+/sm7dOn7//Xd8fX159+4dVVVVnD9/Hk9PT96+fYuqqiru7u5s3bqVDRs24O3tzbZt2xgyZAizZs3i2rVrzJw5E3d3d96+fcuCBQv4+++/GT9+PH5+fqxfvx5bW1tCQkIYOXIkDg4O+Pj4kJuby+LFi5GUlMTAwABra2uOHz8uki6///47CgoK6Ovrs3PnTkJDQ0V3op6enuh37KFGm5mZUVNTw7p167C1tRXyV88EQFlZmezsbMaOHUtBQYGg5D99+pT4+HjevXtHamoqNjY2WFlZYWpqiqqqKnv37hW/h57wh5OTE+7u7nR3d6OtrS3SlBISEvTp0wc/Pz+ampo4duwYQUFBgmg9YcIE6uvrOX/+PHp6emhra9Pc3IyVlRWDBg1i0aJF3Llzh7KyMvz9/Zk1axZjx45FVlaW2bNns3btWu7fv8+wYcO4evUq9fX1JCUloampSWhoKCEhIbx69QozMzP09PQ4d+4c27ZtIywsjNmzZ6OrqytG/gkJCaxfv57y8nJevXrFiRMnCA4O5uvXr+Tn53Pjxg0yMzP55Zdf6OzsFN2pDx48QE5ODmdnZ4yMjARRvccobWBgwJ49e0Q9TkZGBsuXL+f9+/eMHDmSwsJC5OTkGDhwIMOHD0dSUpLKykqUlZXJycnB3NwcDQ0NVFRURKNDYWEh48aNEz2n9+/f59GjR2Kq8eTJE8aMGfNfv+dZs2aRlpZGS0sLCgoKfPnyBRUVFTw8PPjjjz8IDg5m2rRp5OTkcPfuXfz9/UVBdGJiIpmZmRQWFuLr60tUVJTAOcjLy3Pv3j1qa2uJj4/H2dkZeXl5tLW1UVZWZvjw4Vy9ehUdHR2+ffvGmTNnMDMzExLuwIEDmTlzJr6+vigpKaGlpUVRURF2dna8f/+e1tZWtLS0WLt2LSEhIXR3d/PkyRMaGxtJTU1l4sSJqKqqcuXKFbq7u5k5cyb3799HTU0NaWlplJSUqKmp4f3798jKyuLi4kJlZSWDBw/G2tpaoEmkpKSQkpIiKSmJsWPH4uTkhJqaGnp6egItM3r0aDZv3oy1tTWLFy8WuAl3d3f69u2LjIwMcXFxWFpa4u3tLZA2DQ0NjB49mhEjRnD69Gn8/Pzo7OwkJiaG1NRUNDU1uXXrFpWVlcjLy6OlpYWKigpDhw5l4sSJAmFQVlZGQUEBS5YsQVZWlvv376Oqqoq2tjYpKSlYWVnx+vVrPn78yLNnz9DQ0EBfX587d+6grKxMVFQUzc3NjBo1itOnT9MDIF++fLnokX3w4AE5OTlkZmaSmZmJnp4exsbG5OTkEBQUxIABA1i5ciUtLS3o6+szZcoUAQ6+f/8+jo6OWFlZYWdnh52dHY8fP0ZSUlLU7uXm5jJr1iwyMjIoLi6mpaUFExMTHjx4gK+vr/BUWlhYYGZmhpmZGVevXqWtrQ0fHx9ev37N3bt3qa2tZerUqcTGxop3RUZGBlu2bKG8vJySkhJaW1txc3NDR0eHhIQE+vXrx6RJk6isrEROTg4JCQlCQ0MJDAwkOTmZ2bNno6enR11dHRMnTqSlpYXy8nJ69epFTU0Nx48fJy0tjaamJi5cuEBNTQ2ysrI4OjoSFxfHw4cPmTNnDnfv3qW1tRUbGxtOnjxJY2MjU6dOZeTIkbx8+RJ9fX1cXV1RVlYmOjqalpYWampqmDt3LllZWSQkJIgQk7m5OcePH+fz5884ODjQ0dHBnTt3RLOEhIQEBw8e5OvXr/Tv3x85OTk8PDzIzs5m3LhxLFy4kL1791JRUUFhYSFVVVXU1NQwYsQI4Qd99eqVwCjZ2NhQUVFBVVUVfn5+rFq1iqamJvz9/enXrx/6+vpoaWmhpaUlrB/Dhw/HwsKC3NxcnJyc+OWXXzhy5IjwtWppaZGRkSF8nAMGDGDo0KEMHDiQefPm4ebmJkIof//9N3Fxcairq/Px40cGDx4s3u9lZWXcu3dPwOnd3NwYOHAgKioqyMjIoKamJurZer7nampqnDhx4n8KE0h0d3f/3zr//P9mGRgYdPcYDiUkJJCQkODz58/Ex8cDiHTk48ePCQoK4rfffuP69evMnz8fTU1NPnz4wJcvX1BSUhJoicOHD7Nx40Z6Pl91dXWkpaUpKipi0qRJovLi5cuXyMvLk5aWxoIFCzh27BhLlizhn3/+ISwsjN27d5Obmwt8NzF3d3eTlpbGxYsXOXbsGCtWrODMmTPo6OhQUFCAubk5ERER+Pr6sm7dOhQVFRk0aJCos+mZ/Pj4+LB+/XpcXV0xMjLi6dOnODk5cfPmTbS0tPDw8MDOzo709HTy8/MxMzPD0tISADk5OY4dO0ZqaiqjR4+mf//+JCQksHfvXhwdHQkPD+f8+fOEhIQA8NNPP6GsrIy1tTVOTk4AFBUVkZ+fj7Ozs+iqnDRpEidOnGD27Nls3LgRJycnkX7t6ZeLjIxk586dAMTFxdHS0iIOjv7+/hw8eJBt27YRHh5O7969UVVVZdiwYURERGBubo6dnR3//PMPkydPBr7Ht/Pz85GXl2f48OHcvHkTBwcHJkyYwA8//MC8efPw9PQkNjYWW1tbNm7cyJkzZ/j48aP4/uzatYv3799jb2+Pg4MDFRUVmJmZoa+vj6ysLD/++CMHDx7k4MGDGBoaMmbMGPbv38+sWbP4448/AJCWlmbPnj20tLSwZs0adHV1+fbtG7Nnz8bU1JQnT56IdNfChQvR0dGhvr6eJ0+eiLDJy5cvmTdvHhoaGkRGRtLU1CQKuadPn86nT5/w9vZGW1ubuXPncuXKFW7dukVYWBgGBgbAd59eYGAg27dv5/Dhw6irqxMREcGrV6/w9vamT58+6OjokJOTQ0dHBwYGBri7u/P06VPBKXJ0dMTV1ZWXL1+irKyMpaUl0tLSvH//nlOnTnH58mXk5eW5efMmU6ZMITIyUiAAamtrAcSlICUlBVlZWaqrq2lsbMTJyYnW1lYR47ezsxOJLYCoqCg6OzsBRCVRS0sL+fn5xMXF8dNPPwEQEBDAlStX2LJlC9OnT8fa2ppLly5RXl7Oxo0befr0KQBdXV1YWVlx6NAhtm7dyh9//MG6detISEhAW1tbhGlGjBhBdna2+P4NHTr0v36OzZs34+7uTkxMDBISEuKgmJWVxa1btwgICKB///5s3boVBwcH2tvbefv2rUBJ1NXViSL7W7duAfDkyRM8PDx4+vQpaWlpODg40NrairGxMY8ePUJXV5ehQ4eKv//06VPmzp3LqFGjeP78OY2NjTQ3NwsfWE5ODvPnzychIYGOjg7S0tKYMWMGycnJuLq6AnD58mW2b99OTEyM6M/95ZdfKC8vF9J4z2W1p2d2w4YNXLlyBT8/P+B7oj4xMZGbN2+KsMK9e/eQk5PD1NSU4cOHExERQW1tLSUlJbx//545c+agra3Nq1evxO85JyeHyMhIIbUqKSnx7NkzOjo66OzsxMjIiPz8fCQlJRk5ciSNjY10dHSI8EZRURH+/v40NDSwYcMGrKyssLCwIDU1FV9fX8zMzJCXlycjI4MnT57w448/smnTJq5evcqJEyeA70b00NBQkpKSyMjI4KeffqJv375COVizZg1v374VRe979uxBW1ub1atX8/nzZwAOHTrEly9f8Pb2Zu/evTx8+JCXL1+ira3NmTNniIuLIy4ujqysLFGarqysTFVVFWFhYQAcPXpU9EcHBQUhLS1NW1sbz549A+DChQvs2rWLt2/fisv2ly9fqK6uFj9HD7rk8+fPlJaWMnz4cJSVlQkKChJTdCUlJZSVlSkrK2Pt2rVcunSJlJQURowYAYCxsTHHjx9n9OjRbN++nfnz54vE7K5du3Bzc+PBgwdoa2tz69YtnJ2dSU9Pp7GxEQcHBwDR7dzd3c2DBw9wdHTk2LFj/L+HSvPmzROT+KFDh3Lt2jVRcwWwePFiCgsLqaiowMTEhOzsbPz9/Xn27JmY3qakpJCUlERQUBCXL19m2LBhSElJCXLBnj17sLa2Fn20Pj4+PH78GFtbWyIiIti0aRP79+/H0tISHx8fgoODGTt2LPHx8Vy5cgWAxsZGMQQZNmwYZWVlGBgYEBkZSWdnJ1u2bOHVq1cS/B/WvxM14MiRI7/W1dVx6NAhfH19sba2RkFBgbFjx+Lh4YGEhATHjh0jOzubSZMmUVFRgaurKw4ODnh6eoqH7McffxRypK2tLQ4ODsJg//fff3Pjxg1RBjt69Gi2bNkiZEI7OzvOnj3LzJkzuXDhAitXrqSyslKkqwYMGMC7d++Etu7t7U1RURGPHz+mrKyMcePG8enTJ9TV1Xn8+LGIIY8ZMwYbGxuioqL4+PEjLS0tGBkZERYWJjZ2aWlppk2bxv79+3FzcyMkJAQtLS1iY2MxMDCgrKyMrq4uUlNTefv2vpPvCAAAIABJREFULQ8ePCA/P5+NGzcCCB9DZWUlQUFBgkekqalJc3Mz9fX1SElJERgYyJQpU7hz5w4lJSUYGxsLrsywYcMIDQ1FU1OT3r174+zsjJeXFzExMRQXF2Nvb4+BgQGGhobi0Hnnzh2qq6sxNTVFWlqa+vp6AOEP6NOnD4WFhUydOhUXFxdu3rxJbGysKDDu27cvQ4cOxc3NjZiYGNF/mZWVxfv37zExMeHbt2+cPHkSBQUFEhMTcXFxYdKkSZw+fZrBgwfz9etXMjMz2blzJ0VFRZSWltK7d2+io6OFL8zAwIDdu3eLip83b96QnJyMl5cXxsbG2NnZERwczOPHjykuLubEiRMi/Xr8+HE8PDyIi4tDSkqKtWvXcuPGDUxNTSkpKRFynpaWFgYGBpSUlPDq1SsaGhqYNWsWL1++ZPr06bS0tBAREYGdnR1//PEHxcXFeHt7s3HjRgGW/fjxI/Pnz+fr16/Mnj2b//znP5iZmQnESFhYGFOmTCE/P5+rV6+yfv16pKWlBftNW1sbe3t75syZg7q6Ounp6QwZMgRnZ2eampoIDw/njz/+ENPOr1+/MmDAAB49ekReXh4ZGRksXrwYS0tLzMzM+Ouvv4RE7+7uzvz58/nxxx8xNTVl4MCBfPv2jf3799PY2Mj27dtZunQpp06dIi4ujsbGRqytrUlMTAQgLS2N4OBgZs2ahaGhoUC19O3bl6dPn2Jvb8+BAwfEpSItLU0cek6ePMnu3btZtmwZnp6eXLlyRRzcExMTsbW1RVVVFWVlZVFjtGvXLlxdXcU0vrCwUEi//fv3Z+/evSgrK+Pg4MCLFy/o6OhAS0uL169fi7ofKSkpevXqRb9+/VBSUqKwsFAUsdfW1uLm5sbLly+xsLCgvb2dyMhIEQD59u0bGhoafP36FX9/fyG5FRUV4e7uzsGDB/H19cXDwwMVFRUUFRVpbGxk0aJFWFhYUFVVRW1tLcrKykhLSzNs2DDU1NR4+/atQHzA9xcifE+ufvnyhfr6etLT0xk3bhx5eXmYm5sjKytLZWUlenp6dHV1kZiYiI6ODm1tbYSFhWFqasqXL19wcnLC0tKSyMhIxo8fT1NTE6amplRUVKCoqEhhYaEAKkdHR3Ps2DG6urrYvXu3SEF++PCBS5cuERwcLCTnKVOm0Lt3b168eIGvr6+Yuvj4+GBkZMSrV69wdnZm1qxZvHv3Dnt7ewYPHkyfPn3o1asX2traIkw0adIkbt26hZycHB8+fEBBQYHRo0eLSZCWlhZHjx7F3d0dCQkJ9PT0OH/+vJiw9vAYy8vLOXfuHAkJCVRVVWFjY8OAAQMEd7On0P3Ro0fs2bOHhoYGysvLMTY25s6dOzx9+pSPHz8SHBzMyJEjSU1NJS0tTXSH1tXVcf/+fdrb2zE3N2fJkiXiIuHp6UlBQQG9evXC0NCQa9euCXaeg4MDMTExjB49GjU1Naqrq+nq6kJGRoadO3eyadMmdu7cSa9evejfvz/x8fHIysrSt29fGhoaiI+Pp6WlhcLCQjw8PKisrERVVVV8R3t6ZTs6OoS/1sXFhZaWFgFJt7W15dmzZxw/fhxJSUmR5C8tLRXv7IyMDGRlZdm6dasI0KWnp7Ny5UqBYMnMzKRfv34YGxtz8OBBjI2NGTBgAMeOHRMgZQ8PD6Kjo/Hw8KCuro4bN26go6NDY2MjUlJSaGtrM2TIECIiItDW1iY8PJzu7m6BptLS0qKmpgZra2smT55Meno6L1++5PXr14IJuW3bNlJSUiguLsbR0ZErV67w6dMntLW1iYmJ+bfr839dp06d+lVJSYmKigqh46ekpLBkyRJOnTpFYGAgT5484ezZs6Snp+Pl5UWfPn3Q19fnwIEDjB07lo8fP7Jhwwbi4+NF1FpBQQFzc3P69u1LfX09mzdvprS0lMTERJydnZGSkqKsrIytW7cK/s379+9FhP3ly5dISUmJXrDPnz+Tn5/PtGnTePfuHWZmZgwdOhQPDw8kJSXR19dn4cKFXL58WdDt4+PjcXBwYPDgwQwePBhPT0+GDx/OwoULyc/PR0dHh6ysLEpKSti1axcrVqwgMzNTGIa1tbW5ePEiwcHBvHv3jl69ejFq1Cj8/PxobGwkNzcXGxsbCgoKuHHjhtjkU1NTaWxsFKR1R0dHUlNT2blzJwEBAbx7944ZM2ZQU1NDSEgIHh4exMbGEhgYyOvXr7l16xa5ubl0dXUxaNAgoqOjRdeliooKNTU1+Pj4MHz4cA4cOICtrS0+Pj40Nzfz66+/MnPmTHGo7YH9mpqaUltbK0CMLS0tggjf3NyMt7c3I0eOpE+fPkRFRfH777+jpqbG2rVrOXDgAPX19YwfPx4pKSmBuYiNjcXIyIjm5mbevn0rbrl79uwhKiqK69evU1NTQ69evQgNDWXNmjU8ePAAY2NjFBUVefToEfn5+djb2/Pzzz+jr6/P2bNnWbt2LaNGjWLcuHECkGtpaYmcnBwqKioiFBEfH09qaiqZmZliqmpkZERycjKLFy9m7dq1ZGVl8fDhQ5YtW0ZtbS179+4VvZl79uxhxowZmJubi/aE+/fvM3r0aEaNGkVMTAyFhYWoqqoyc+ZMNm/eTO/evTlx4oRIRj9+/Jjc3FxcXFzQ1NTk27dvqKiocPDgQdTV1enu7qarq4szZ84QFBRETk4Otra2vHr1Cjs7O2xtbQXg8tq1a2RmZnL69GmWLl1K3759mTZtGg4ODjx48ABPT0/Rdbtnzx5sbGxISEjAy8uLLVu2cOXKFR4/fkxBQQGOjo44ODgIjMpvv/3G3LlzxcF79erVfPnyhdDQUGpqalBUVOTSpUucOnWKFStWYGhoyOfPn0XzwLx58zh//jxbt27F0NCQDx8+MHLkSDEthu+XhMjISNEmUlBQwLp16zAwMMDS0lJIJz0J6B6Jsra2FktLSwGJHjRoEMnJycIfumDBAjQ1NUlISBCdil1dXZiZmfH333+jra1NdXU1O3fuZOvWrbi4uPD48WO6urrE9LonQfjo0SNmzpzJy5cv6d27t2jc6N+/v3jx97Dm9u7di4WFBY2NjXz48IGqqiq0tbVFWMfc3JyxY8eioqKCoaEhDQ0NqKqqipJ6FRUVoqKiRLNGamoqJ0+e5Nu3b1RWVqKjo0NcXBwdHR04OTmJBozXr18Lv2Z2drbAcujq6tKvXz/69u2Lu7s7v/76K9u3b0dDQ0PQ5MeMGcPHjx/Fz7pt2zaKi4sJDg5m1apVWFhYUFtbK6ZcEydO5OjRowIKHRMTg62tLYcPH8bGxobjx4/z22+/kZCQQHd3N0uXLqWjowMNDQ1iY2NFEMnLy4vdu3czd+5c2tvbiY6OZtGiRUKq79OnD8ePH2fw4MEYGRkxdepUvL29KSsrw9LSUiSr09PT2bdvH1paWigqKuLi4sKqVasYMmQIFy5cYM6cOURFRbFo0SIho/a8t/r160dHRwdXrlwhNDQUZWVlXrx4QXJyMuXl5Tg5OTFq1CgMDAzYtm0bdXV1GBgYoKamRkhICPLy8mzevJnm5maqqqoIDw/n06dPLFy4EGdnZ2JiYujVqxfd3d388MMPjBo1Ch0dHVJTU6mrq8PKyoq6ujpBFTAzM+Pw4cNISEggLS2Njo4OKioqXLt2jQEDBgi4cEREBGZmZkIBUlBQwMnJiStXrpCdnc2jR4+YOHGisB8BYsq/d+9epkyZQnJyMnl5eWRmZvLs2TMyMzOZPHkyKioqlJaWYmJiQk5ODmvWrGHGjBncuXNHQOx7wNKjRo3i5s2bFBcXM2fOHG7evCkS4XZ2dmKKp6ury/79+0Up+6ZNm5CTk6Ojo4P6+nqOHz/OlStX+PjxI3v37mXfvn2UlJRQWVlJeXm56EeNjY39nzxq/0qfwJAhQ7qvXr3Khg0bUFdX59ixYyxcuJDZs2cD0NTUhIaGBoaGhtTU1NDQ0MDZs2c5e/Ys9+7dw8/Pj8jISCG1NDU1kZubi4ODgxhNb926lYULF2JjY8Pq1as5cOAAISEhQgbpGUlfunSJtrY2tLS0KC8vx8PDQ8iFPWvMmDE8fvxYtAZIS0sLc6KMjIwA/l29ehU1NTVaWloYM2YMAKampgIuWVdXR+/evenfv78wP27fvh2AY8eOUVhYyNChQ2lqaiIoKIiTJ08CCJ9KjxE4IiKCkpISXF1dsbe359KlSwQFBXH06FGWLVvGli1bWLFiBa9fv8bDwwP4zoyqr69nwYIFzJ8/Hx8fH+rq6khPT6dv37706tULOzs7FBQUsLOzY9GiRbx+/ZqlS5dy4cIF4Lvvb9q0acjJyVFTU0NiYiILFiwgKyuLZcuW8fr1a1pbWzEzM0NNTQ1nZ2eWLVuGu7s7Dx48AEBPTw85OTnq6+tpbm4mKCgIgOHDh3PhwgVhlq+srCQxMZHVq1fz66+/oqury5AhQwBQUlISwMsjR44wbtw4Xr58ibq6OjIyMiJ9amJigqSkJFpaWpSWliIrK8uhQ4cAkJeXx8rKCltbWyIjIyksLERSUpKWlhbc3d0xNzdn27ZteHh4sGzZMurr67lz5w6TJk1ixYoVwHcwb0JCgvBjjRw5kuvXr9PS0oKPjw8rV65k0aJFVFZWEhgYKOTXb9++CTbc3bt3Wb9+Pf379+fmzZs8f/4cS0tLDAwMGD16NAAqKiocOnQIV1dXjI2NqaqqErR9+G501tXVpaSkBB0dHfr168fr1685e/YsP/zwAwASEhIC2REWFiZ8HT3gViUlJWbMmMHFixeZMWMGOTk5QkZbtGgR9vb22NjYMHToUF69ekVtbS3Pnz8XE1lAGLGTkpLQ1dUlMzOTYcOG0dbWRmtrK56enpw8eVK0U4wbN05M1w4fPgzAokWLeP78OY6OjhgZGXHq1Ckhr6xatYp79+7h5OREYmIilpaW7N69W1xEeorlDx06xN27d8XzW1FRQUtLC3V1dRgZGbFu3TqWLVvG48ePmTVrFmvWrBEsxJ5gTEZGBvX19Xh6elJcXIyxsTFr164lICCAtrY2Ojs7hfd0wIABeHt7M2/ePGbMmCGkrb1797Jjxw7ev3/PmzdvcHNzQ1ZWFoCJEyfy008/iSJ6OTk53NzcuHz5MqmpqYLDuHr1aqKiojAzM+PMmTMYGxszf/58nj9/Tn5+PoBorej5vgA0NzcTExMj9qCSkhJ8fX0Fv09JSQkJCQlRvVRfX8/EiRPF/3P06FFOnjwpJGkDAwMcHR1F0lVOTk74Fp8+fYq+vj5FRUUcPXqUsLAwhgwZImwoPVNAVVVVPD096d+/P52dnRQWFmJra0tSUhKRkZGiiqurq4vk5GTWr1+PhYUFv/zyC2PHjgVAQ0ODy5cvU1JSwk8//URNTQ0XLlwQHK/Y2FhWrFhBYWEh69evx8nJiT///BM3NzfU1dWB7zzAnufJz8+PkpISPn36xKFDh/j999+pqKigqKiIGTNmcOnSJSIjI9myZQtWVlbi2Z87dy6tra3s27cPf39/Ro4cybt37/D09OT8+fP4+vry6dMnTp8+zZw5czA0NOTFixeYmJgIPFF4eDgxMTHY2NhQVVWFuro6SkpKqKioIC8vj7Ozs5BiDx06hIqKCmPGjGHDhg0YGRkBoK+vz/bt24Wa0AONLy4uxsTEBAMDAxEAO3XqlGCKaWlpif00JyeH8PBwtmzZwp07d8RlrKCggN27dwPw999/4+TkhKmpKQ8fPhTtOxYWFgCcOXOGjo4OlixZQlRUFIaGhhgaGuLi4kJQUJD4zvVQBnrYcSEhIWzYsAGAAwcOAIgLzfPnz1FWVqalpYWpU6fy4MEDmpqamDhxIkFBQaxatQojIyP69+/PxIkTAZg6dSrTpk0jOTlZ0A+cnZ2FVBwQEEBaWtr/Ufr896AGDBo0qPv169fU1taiqqoKwIMHD4Qnq6WlhejoaCHlLVy4kA0bNuDu7k5aWhpqamp4eXlRUlKCurq6MBSHhYWJB3rdunWkp6fj7u4u5IqKigoGDBiArKwshw8f5siRIzQ3N1NXV0d0dDT9+vXj77//xtvbG/j+QLu5uZGUlERdXR2FhYUsXryYmJgYzMzMaGxsJDw8HF9fX8zNzZGUlMTExIQ3b96IDV9SUpL29nbu3LlDaWkpOjo6jB49Whyg4Hu0v7KykqioKGxsbDh//jxDhgwRL55//vmHkJAQ1NXVOXLkCKGhof/1eUZGRjJgwAASEhKQlZWlsbGRzs5OHB0dxWa5detW5OTk2LhxI1paWsTHx2NjY4Ourq6oNvrrr7/4+eefuXfvHsnJycyYMYPq6mocHR0BRKy858+3bt1KfX09Ghoa3Lhxgw8fPqCqqoq6ujpqamo0NzczYsQInj17RmxsLABVVVVUV1djZWVFa2srgwcPZs6cOURERAhauaqqKh8+fMDCwoLjx48LiXjZsmUAFBYW0tbWxpgxYygoKGDr1q2cPHmSFStWEBMTw7t374T/4sKFC5iamlJcXEx3d7eQca9fv87KlSsJDg7G09MTAE1NTebPny+mVkVFRSJqD999Ok1NTVRXVwPfSfx79+7FyspKHHSOHDmCnZ0d0tLSZGZm8vLlS0pKSnBxcWHlypUoKioSFxcnugQlJSVJS0sjOzubK1eucOnSJbFhv3nzhry8PPr06cPJkye5fPkygwYNYtCgQVy8eFFcKKqrqwVv6ocffuDGjRuEhoby9OlTrKys0NTU5OzZs8ydO5fbt28zadIkwsPD8fPzY9y4cQCEhISQmJjIqlWrhKelra2NFy9esGzZMoFuePToEZmZmVhaWqKioiKYXAC//fabSDqHh4dTWloqXmzwXQ69ffs2Q4YMITs7G/iebO5pQIDvh7GeupqDBw9y69YtMjMzxfOoqKgoOndTU1NZs2YNO3bsQF9fXzRbyMvLs3PnTlFX09zcjL6+Ps3NzVRXV+Pm5oa5uTk3b94kLS0NY2NjFi5cSE1NjZiyrFixgurqaj59+kRHRwdJSUkMGzZMVGb169eP3NxcVFVVefLkCW5ubhQVFaGhocHp06eB74csHR0dAPbv34+mpiadnZ3MmjWL4uJi/vrrLyQlJRk/fjwODg5s376dGTNmoKmpyZ9//gmAh4cHBgYGfPv2TdQo6enpUVhYSH5+vvA/eXp6MmfOHOzs7FBSUqK0tJScnBwAEYLo7OxEXV0dMzMzcnJyREiisrKS6upq4e1UUVHhzZs3JCUlYWNjA3z3F509e5bp06czatQoPn36hISEBF1dXXh4eJCYmEhnZydeXl7/BS8+cOCA2Mdu3LjBrl27UFBQoLm5mefPn+Pr6ysCUlJSUkhISKCjo8OOHTs4fvw4O3bsIDc3l1OnTgEQGxuLqakpTU1NNDQ0YGpqira2NiUlJWRnZ1NQUICJiQlZWVnU1tby8eNHQkNDqauro6GhAfiO0Bk1ahRlZWWiieP+/ftcunSJMWPGYG1tzbRp0wTcXE5ODhMTE27fvi32ih6+ZL9+/RgzZox4rqKiovjw4QMhISGcOHGCmpoaPDw8aGlpwcLCQhyw4Lsn7NKlS4wePRptbW0OHz5MYWEhxsbGIgQxbdo0ZGRkWLVqFbGxsaSlpQlMFMDJkyf5448/+PPPPzl69Cjh4eFiv/78+bOQMl1cXIiOjuby5cucP3+etWvXCq9tSEgInz59Esng3NxcKioqsLKyoqqqCgkJCfHfMWPGkJubK2w+O3bsACAsLIzr168zffp08e/r4e/dvn2bVatWkZCQIDyjPj4+1NbWiglmz14dHBwsJv/5+flkZGQIi4ycnByxsbFYWVkREhKCv7+/2OcDAgLE77anfaindURCQoITJ07g6OjIr7/+SmZm5r8etf9lHTp06FdDQ0MkJCTQ0tLi69evVFZWcvXqVV6+fElLSwuqqqoEBASIWK6SkhLW1tZUVVXx/PlzXFxccHR05N69e9jb23Pjxg3y8vIElkJbW5u6ujr8/f0ZOHAgtbW1nD17lilTphATE8PmzZtJTk7m6NGjTJ8+HWNjY7S0tHB0dEROTg51dXXs7OyE5yUwMJCkpCR8fX25f/++eFn3wG2bm5vp27cvO3fuJDs7m8rKSvLz85kyZQpaWlpISkqio6ODmZkZR44cobq6mps3b1JdXc28efOIjo5GVlaWN2/eiBejgoICCgoK2NraoqysLKLXSkpK/PHHH7x7947Pnz9TVVWFvb298H+8ePGCNWvWsGvXLt69e8ebN29oaGggMDCQQYMGceTIEQYOHIiWlhaPHj0iNzeXPXv2MGrUKP7880+BjvD390dCQoKoqCjy8vKQkpIiPDycCxcusHTpUnbu3ImUlBQvX77k2bNnhIWFMWLECDZt2sTXr18Fufz58+f88MMP2Nra4u/vj4KCAoWFhcJjZGxsTHZ2NoMGDcLKyooffvgBFxcXzM3NefLkCWvWrGHTpk3cvn2bT58+8ejRIwYMGMDEiRMpKysTv5sVK1bw/Plznj9/TlpaGgcOHGDLli3k5uaSkJCApqYmLS0tNDc3C4RHZmam2Oj19PTQ09NDU1OT2tpahg8fjoyMDO/evaOurg5ZWVlGjBjBkCFDGDJkCO/fv8fHx4f//Oc/2NjY8OrVK6ytrdHT0yMjIwNFRUU0NTVZs2aN2JhaW1tJSEggJCRESJBqamps27aN9evXs2PHDl69esW0adP48uULq1atIicnB1dXVwYNGkRpaSnnzp2jsLCQOXPmoKamRkREBI8fP2bq1KloaGigoaGBu7s7YWFhxMfHExAQwMyZM4Hvk6LU1FRaW1tRVlamo6MDU1NTpk6dKjbht2/finRbnz59uHfvHtHR0Zw5cwaAPn36YGhoKFKYPRwzY2NjzMzMuH37Np8/f6Zfv36MGDGCr1+/UlRUxNu3b5GQkGD48OFIS0szadIksrKy6Nu3L+bm5gwcOJDW1lZWrFhBfn4+urq6/PTTT0IS1dLSYsmSJQL5cvr0aaysrFi+fDnt7e0MHDgQGRkZbty4wZQpU9DT06OyshJTU1Pk5eVJTk5GRkaGW7duCdp/SUkJVlZWpKam4uLiwpEjRygqKsLQ0JA1a9Zw6dIl4uPjcXV1xdTUlOjoaPT19enTpw8HDhygsbGRAwcOMHz4cKSkpLC1teXRo0fA99t9j5Tek9xTUFCgo6MDe3t72tvbqaioYNu2bfj5+XH+/Hlev35NYGAgNjY2uLi4MGjQIDIzM4WULS8vj46ODlJSUlRWVuLi4kJaWhoFBQWEhoaKfaeuro4FCxbg6OgoDpxKSkqoq6vj7u4uDvCxsbE4Ojpy9OhRgoKCKC8vp7W1ldOnT3Ps2DHu379PQ0MDy5cvZ9++ffz1119UVVXh4OBASkoKnz9/Zvny5fTr10/0lurr6zNx4kRSUlKQkZHBzMwMJSUlhg8fzu3bt3n58qVormhtbWXatGm8fv0aKysrKioq+PLlC7m5ubi7u7Nx40ZkZWUxMTEBvje9SEtLs3XrVvz9/TE0NCQvL4/NmzfT2NiIvb09ra2tLFu2jIqKCgIDA4Xnr6GhAUVFRZydnUUF4ZYtW4iMjGT79u2sWLGCa9eukZ6ezvz585k3bx4PHz5EVVWV+Ph4JkyYILBGvXv3JiEhAVdXV169eoWCggIpKSmiP7XnQlJTU0NVVZWYKEdERJCenk52djaZmZkEBAQIm8/SpUvZu3cv/v7+jB07lqdPn9LR0YGnpyd9+/ZFSUmJhoYGoqOjmTBhAlpaWkIaDgsLY968eaLsvaGhgVu3biEvLy8mZ//88w/9+vUjJycHBwcHjh49yuvXr9HQ0CAjI4O3b9/i6OjIxYsXWbJkCYMHDyY9PZ24uDjWrl2Lqqoq8vLyKCgoMG7cOFJSUpg1axbu7u4kJCTg4+PDnTt3UFRUpKKigkGDBqGtrY2Liwvv37+nu7ub+Ph4Jk6cSFNTE/369RPyLHy3DTk5OXH16lU+fvxIe3s7Li4ulJWVoaOjg6OjI7dv3yY0NBRFRUVqamrYsGEDnp6evHnzhpaWFhQVFXn79i0zZswQ07jW1lZiYmLQ09MjOTn53wqp/3Xt2bPn1z179vDu3TtqamqYNGkSo0ePFjDOnn7KhoYG5OXl+fnnn8UtOSsri59//pmkpCRRMzJs2DBmzJghDgk9eIsLFy4gKSlJbW0t8vLyDBw4kIsXL6Knp4etrS3Pnz9n1apVXLlyhejoaBITEzE1NcXe3h5dXV1xM9TV1RU1TV+/fmXWrFlERUXh6OiIpaUlampq2NjY0NTUxPLly5GSkqKrqwt5eXkuXLiAs7MzhYWF2Nvb8+TJE9TU1AgMDKS9vZ2AgABaW1vx9vbG3NxcdPj13NY7Ojp48eIFDx8+5Pjx40RHR9OrVy8WLVpEU1MTWVlZdHR0MHz4cGRlZenfvz+DBw8W5eg95tGeKZOSkhItLS14eXkhLS3N5cuXkZSUxN/fH0lJSZYuXcr169dJT09n6NChKCgo0NXVJSTfxsZGAb8tLy/nhx9+EP2Pz58/JyAggMGDB6Ovr4+qqirOzs4EBgYiJyeHoqIiTU1N3Lhxg1WrVjFo0CD69esnPDjS0tIcPXqU0NBQ5OTkKCws5PPnz0yfPp3m5mZGjhyJq6srgYGBFBUVsXHjRs6dO0dgYKCgont7e2NkZIS7u7vou2xubsbNzU18Bj3m5oiICJ49e0ZwcDAvXrzAz88PCwsLzp8/j7+/PxERERgaGtLZ2UlkZCTy8vLCNJyeno6zszNVVVX07t1bYEF6sBjt7e0iAKGoqEheXp7AbJSXl/Pp0yfy8/NJSUlh1apVlJeXc//+fSGL95DDw8PDcXZ25sWLF7S2tgpI6tKlS7l58yY5OTkMGzaM+Ph49PX1SUxMJCYmhv3792NiYsL06dPJyMigpqaGpKQkYSBua2tj3LhxODs74+zsLJ4RdXV1kpI/Qh+6AAAgAElEQVSSRChk2rRpZGdns3v3brS0tESAJjs7m4iICDZu3CiK3+vr68nLy2PevHlYWlqiq6vL3LlzmTVrFtLS0qLcWVtbm7CwMFauXImqqiqpqakEBwczcOBAvnz5wpEjR/Dw8BBAbGNjY2xtbQVAMyMjg5ycHPbv309FRQWSkpIkJSWJF9L9+/fR09PD0tKSzs5OJCQksLOz49OnT4SHhzNmzBgxfelBcZw/f543b97g5OSEgYEB8fHxTJ48meDgYNrb28nLy0NJSYkvX75w+/ZtrK2tcXFxQUZGhi1btvD+/XucnJyoq6tDWlpaTK28vLx49uwZCxcu5OnTp+zcuZO//voL+F7KPXbsWOTk5JCXlxfpWjU1Nf7zn/+QkpLCu3fvmD59Ort372bixIkC8quoqMizZ89ISUnh6NGjXLhwgUmTJgn+mYmJCdra2uLzGDt2LLW1tXz48IHk5GQsLCyQkJBg4MCBxMbGIi0tLV50EyZMoKmpCVdXV4Fz6Lm0dnR0YGxszMCBA+nfvz9GRkY0NjYKebqHDXf58mWmTp2KpaUldXV1fPv2DSUlJT5+/CjQQ0ZGRmRmZmJlZUViYiJ37txhwYIF6Orqcu/ePby9vTE2NsbExITff/+dxMREJk6cSF1dHV5eXkRGRlJXV0dNTQ0fPnxg//79WFhYEBERQVxcHD/++COHDh3i+PHjfPnyhYsXL5KcnMzHjx9Zvnw5xcXFbNq0iffv31NWVsbs2bMJDQ3Fzc0NExMT/P39mTp1Ko2NjaKLWk1NjT59+pCVlcW0adNQU1MTLLJ9+/YREBAgulxHjhzJkCFDsLOzY/DgwSL9Lycnh56eHj/++CPjxo3D3t4eHx8fTp8+TVhYGI2NjSgoKNDY2MjQoUM5e/YsO3bsQEpKChMTE06fPi3K3dva2mhpaUFdXR0HBwfi4uLIy8ujsrLyv+wy8L3lpLW1VeBbAgICGD9+PFFRUeTn51NQUMCcOXOwtLSktLQUKysrFBQUGDFiBHV1dTQ3N6Ojo8PIkSMJDw8Xn3VWVhYyMjJoa2tjbW1NQkICsbGxKCoqoqenB3xPUa9duxY9PT3RdjBw4ECamppQUFDg69evIh3a2dnJmDFjMDY2Fkn3zs5Otm3bRm1tLebm5jx+/JgJEyawb98+ZGRkkJOTQ0pKCmNjY9zc3ASnbt26dVy+fJmFCxcyfvx4zp079+9B7X9dly5d+tXJyYmIiAiCg4NxdXUVSTUJCQkyMjLEA99Dnvfz82PRokWoqqoKSGRqaipKSkro6Ohw4MABXFxc8Pb2ZvLkybS3t7NixQrGjh1L//79+fz5MwkJCezYsYOuri7y8vLIz88nPDwcAwMDFi1aJHr30tLSKCsrw9vbGwsLC2JiYjA2NiYhIYF79+7x8uVLwf1KTEwkPj4eOTk5fv75Zzw8PJg/fz6+vr7IyMigpaXFmzdvmD59Ojt27BA+p2fPnjFnzhz8/PxoaWnBysqK8PBwKioqSEhI4M2bNxQVFZGZmcm0adOoqKggKyuLGTNm0NTURFlZGfLy8tTX16OkpMSHDx84cOCA8Iqoq6vTt29fcnJyaGhoEPymnpTktWvXBIOmBwXQM9Xy8vLCzMyMvLw8tLS0ePHiBXV1deKz2bJlC3///Tc2Njbs3r0bbW1tEhISsLCwID09XcT3s7Ky+Ouvv/jtt99YtGiRqE5qbW0VMFBNTU1kZWUxNTXlzJkzaGpqCiBtD4MrMjJSgBiLiop48+YNBQUF2NjYMHDgQJEG8vT0pKysjM7OTrS0tMjKykJLS4uuri6+fPkiHvgeY+65c+fo378/2dnZ7NmzhyNHjiAvL09lZaXgUhUUFJCXl4eXlxdtbW24uLjg4OCAg4MDO3bs4M2bN8TGxhIXF0dAQAAnT57E3t6ewsJCQkNDuXv3LoqKiqioqNDa2gp8n2pJSkqK2/ePP/7IiBEjuHv3Ltra2iKNuG/fPqSlpbl16xZaWlo0NjZiZGREQUGBSMv1wJ97Ur4ATk5ObNiwgbVr15KamipwBq6urjx+/Jjg4GCcnZ0pLS3l5MmTxMfHo62tjYGBAZKSkhQVFbF582ba2tpQUVERSdv29naRdm1sbGTTpk08ePBAYDEmT54sDhI9yISAgACOHTvGuHHj2LFjB7Nnz6agoICJEycSFxdHdna2CIakp6fj4uKCmZkZFhYWFBUVCYlcTU0NY2NjysrKMDIyYvz48QKNsnbtWtrb2zl79izXrl1jypQpNDc34+/vz5AhQzh+/DiZmZksX76c5uZmampqKCgooKOjgwkTJuDl5UVQUBBKSkoi6b1w4ULs7e3p1asXX758Yfjw4YLy7u3tjaamprjMlJaWoqCgQG5uLq9evaJ///4oKSmxefNmtmzZwoMHD0hPTycyMhIXFxfU1dWxt7dn9+7d/Pnnn/j6+lJTU0NUVBQ///wzmpqaAlLbg25ZvHixkIlCQkJ4+vQpGzdupLi4mEOHDqGhocGTJ0+wtbWlubmZa9euoaKiQmVlJX5+fjx48IDp06eTm5vLwoULRTfuhw8fkJSUxMzMTEygCgoKSExMFLKRhYUFGhoazJw5k9zcXCQkJNixYwc6OjokJyeze/duPnz4wNy5c3F3d2fnzp2EhIRw48YN3N3dycnJobm5mePHj2NjY4OxsbFoH7GysqK4uJjGxkZGjx4t6tAePXrE0qVLyc7ORkNDg759+2JkZERnZyf/+c9/cHZ2JjY2FgkJCVpbW/n69SuDBw9m6dKlbN++na6uLkxNTamqqmLmzJl8/vyZ3377jYCAAMzNzcXUPDQ0lMmTJ6OkpERMTAzNzc0kJyezfft2Ojs7qa+vZ/LkyZSVlZGfn4+tra0IoKirqxMdHU1UVBSampocOHCAM2fOcPXqVYKDg+nXrx+7d+9m5MiRlJaWUlBQwMOHD0lOTiYjI4OVK1eirKyMiooK4eHhtLe3k5SUJC5dAFOmTBGX0AEDBvDmzRuMjY15/PgxqampTJs2jfLycm7duoWGhgavXr1ixIgRqKmpoaKigra2Nu/fvxdNK2/fvmXSpEnk5OTg5+eHpqYmSkpK9OrVi5EjR9K3b18KCgpISkrCx8dHsOQGDx4sLny9evWirq6O7u5uZGVlUVBQwN7eXpAHzp07R2pqKjNnzkRJSYnXr1/T3t5OaWkp48aNo6ysjKlTp1JdXY29vT3R0dGUlpaKWih1dXWRkh0yZAhr167l5s2bzJ49m8LCQpycnDA3NycjIwN9fX1sbGwwNTVFS0sLKSkp7ty5g5KSEjY2NqioqIhAWH19PVFRUf9TmKDX/5WTz7/r3/Xv+nf9u/5d/65/17/r//P6d6LGdzyHl5cX169fJzAwkISEBPLy8sSUQVVVVYzVBwwYQFZWFkVFRaL/r7m5GTMzMxISElBTU2P79u3MmTOH7OxsrK2tkZWVpbm5GRsbGxoaGqivr+fy5ctISUmRnZ0t4uQFBQUAfPv2jZSUFDw9Pfnrr7/Q0dGhV69emJqa4uPjw9y5cwkMDOTWrVvo6OhQVVWFh4cHnZ2dFBUVYWNjg4KCAnv27BEsnJiYGLKysrCwsKCzs5N58+ZhbW2NsbGxwG5kZmayZcsWpKWl6erq4t69e6xatUoYW3sKzs3MzESfprW1NVlZWXR3d/P582dycnLQ19fn+vXrbNq0CW1tbczMzOjq6mLChAls3LgRXV1dsrKysLKyorq6Gj8/P/z9/UUS5u7du3z48IHc3Fw8PT05d+6cmGi4ublx7949GhsbefHiBfPmzeP69euUlpYyfvx40tLS+PbtG9u2bWP16tWcOnWKqqoq0Qzh4uKCu7s7urq6ACLp6uPjw7Bhw4DvpteMjAwWLFhATU0NbW1trF+/ntWrV5OSkiJql0pLS2lubmb69Omi/Njd3Z3JkyfT1NREYGAgrq6uFBUV0d3djY2NDcuWLaOxsZGGhgYKCwt5+/Yt79694+DBg/Tt2xdjY2Oam5sxNTVFRUUFOzs7fvjhB/bt20dWVhatra1MmjRJJLoSEhIE1sXLy4t169aRnZ3N4cOHBR8uNzeXcePGiW7F2tpaLCwsUFRU5Ndff+Wnn34iMjKS6upq5OXlWbRoEVpaWsyaNUv4mFJTU1n//7D35nE17n//73MVjSqlUFGGChWplGaVqJSNMmTehYyZyrZt2ts87m3bbG1j2YmMoYyhyJwSaRDSPEcDTVLr/NHu87u/v3Pf577v83icc+4/zvWPh9WyrLW6ruvz/rzfr9fr+eOPDBkyhJCQEKKjozl48CCrV6/m5cuXdOvWDU1NTdrb23nz5g0DBgzA2NgYHR0dvnz5wsWLF8X4t9N1+vTpUxYuXMjr169RV1fn2rVrTJ48maFDh3L58mWampqoq6vD3NycGzducPHiRSHWLikpYdKkSRgaGnL79m0aGxsxNTUlOTmZgIAAhg4dSkBAAGPHjkVDQ4PLly+L9PWysjJsbGy4d++eQJJt3bpVoMhmz57NixcvkEgkNDU1CSH1ggUL0NDQ4PfffyciIoLFixcTEhLCokWLSEhIYNKkScTHx+Ps7ExISAjfvn1j0KBBYjTp6+vL6NGjhQD80aNHODg4UFxcjL6+PitWrODQoUPExsZSVVWFoaEhrq6uWFpa8vjxY8aOHUtRURHGxsYMHDiQsLAwjIyMeP/+PW1tbcTExODm5sasWbNYsmQJOjo6mJqaIiMjg7KyMosWLRIO4N27d6OgoMB3330nYjnS09Pp168f2trafPjwAWNjY9TV1VFQUMDNzY0hQ4YwZ84czMzMGD16NDt27KB79+4iOzE+Ph5bW1taW1uRSqUix+348eMidb++vp7S0lIqKiqwtLRk2LBhXL9+HYDc3FzOnz/PqFGjRGyDgoICT548QSKR0NraytevX5GTkyMrK+tfOj0GBgbC9aenp8f48eNJSEigvb2dtrY2srOzmT9/Pq9evWLgwIGoq6tz9OhR+vbti5qaGnfv3kVZWVkE10ZFRRESEoKcnBzv379nyJAhFBYWUl5eTnl5Oerq6sjLy9O1a1fy8/OBjlzHgwcPik60paUlnz9/RlNTU3RiysrK+P7779HV1SU6Opq0tDTk5OTQ0NDg8ePHrFmzBi0tLSQSCRMmTCAzM5MuXbqQm5vLsmXLyMrKorKykqlTp6KoqEh2drbI23zw4AH9+vVjxIgRvH//nmPHjuHl5YWhoSEFBQX069eP8vJyVFVVuXDhAgsXLmTfvn34+vrSr18/1NTUeP78OYWFhULe4OrqyuLFixk4cCBmZmY8ffqUPn36cOnSJUpKSkQMTrdu3ejVq5eI5XBxcWHQoEGoqqoSFRWFn58f27Ztw9vbG1VVVYyMjIQ0Z+3atWzYsAGpVEprayumpqb89NNPXL16lS9fvvDy5UvKysr48OED9+7do2fPnhQVFeHu7i540J3rRWc80OvXr8nKykJWVhYlJSXc3NxQVlYmLy+Puro6unbtipmZGRs2bGDixIkMHjyYyMhISktLhfGuc9QrLy+PgoICvXr1IiAggA0bNgiddd++fXn8+DG5ubn4+voyfPhw8vLyyMjIIC8vj8DAQMaPH097eztFRUUiGkhNTQ09PT0uX778/48+/6tHaGjoxoCAAKqqqgRvMCkpSczvJ0yYwLhx43j//j0ZGRm8f/8eXV1doe357rvvhJ1fT0+P6dOnU1NTw+vXr1FRURE5O5qamgwaNAgnJyeGDx+OiooKzc3NKCkp8enTJ9zd3UlPT8fd3Z3a2lr27t0rCqnS0lIGDRrE6NGj+fDhA2PGjBEg6O+++46SkhLi4+MFVFhLS4vq6mp69uzJgwcPWLx4Mc7OzuTk5LBgwQJWrVpFXl6ecH3u3r2byspKiouLBci5sbGRsLAw5s6di56eHurq6gC8ffuW1NRUnj59yqtXr5g/fz4xMTHU1dWxcOFCioqKWLRoEdra2pw8eRJbW1sBIpeXlwc64hkqKip48uQJlpaWTJgwATU1Nd69e4e6ujoHDx7k4MGDhIaGCgKEubk5f/31FyEhIaKoa2xsFJgfiUTCsGHDyMrK4uLFi5w8eZL09HSsrKyQk5Nj3bp1zJ8/nx9//PFfOKbh4eFYW1tz+PBh/vjjDzE+6AxN7N+/Pz179hQ3wRcvXjB27FgKCgpQUFBg0KBBNDQ0iHHJ77//TmNjI127dkVfX5/CwkIKCws5ceIEHh4eODo6Eh8fj6WlJfPmzcPR0ZHly5djZWXF27dv+eGHH/D29sbIyIiQkBBWrFjBwYMHGT9+PCYmJiLWw9LSElNTU3755RdevHjBgwcPsLCwICgoiCNHjtC7d29u3LjBtm3bePLkCW/evCEwMJCTJ09iY2NDXl4ePXr0wNraGi8vL9zd3YmPjxd5SJ6ensLlGRgYyLdv38jPz2fGjBno6enx+vVrnj59KqJo1NXVkZGR4e7du6xatYrg4GBUVFQwNDTE39+frKwsZsyYgYWFBaGhoXh5eaGrq4uWlhZHjhxBKpVibm6OrKwsnz59QlNTUzixv3z5wtKlS+nRowfNzc1cvnxZcDPd3d25du0aAwYMEBlMgCiwXF1duXbtmoh96TTa7N27FycnJ86ePcuWLVuIi4tj/vz5ADx+/Ji2tjbOnDkj4NxRUVH4+PhQX1/PnDlz0NDQQEZGhoSEBDQ1Nbl8+TJbt24lPDycCRMmkJycTFtbG35+fujr62NsbAx0iPrV1dUZM2YMhoaGXLhwgalTp6Kqqoqenh7l5eWoqKgwatQoNm/eTFJSEh4eHqxdu5Y7d+4wf/58oqOjefv2LTIyMhgaGmJlZSUMJOvWrWPfvn1oaWkRExPD6tWrOXXqFAsWLMDBwYFu3bqxYMECRo4cia+vLx8+fEBTU5PHjx+LxPyuXbsyffp0Bg0ahK6urmAsOjg4MG3aNBITE1FUVCQvL4/KykqGDBnCxIkT0dXVpXv37kRHRxMUFISCggLR0dFkZmbi6emJhoYGI0eOREtLi7NnzwojyevXr7GwsGD8+PG4ubmxefNm7t27x7dv37hw4QLt7e0oKioiIyODrKws+vr6YmMlLy9PSUkJnp6ePHr0iA8fPjBz5kx69erF4cOHhZbs8uXLmJiYYGFhgYaGhnCo5ubmMmDAANTV1Xn79q3gLR89epTq6mrMzc2JjY1l9uzZ5OTkiLBXFRUVnj59irGxMb1798bc3FxssIYOHcqZM2dYvHgxHz58ICcnB4lEIgw62traeHp6YmFhwadPnwgODmbixIl4e3vT2tqKtrY2urq6PH36FFNTUxwdHQkNDWXx4sXIyMhw48YNTExMBN4uPT0df39/unTpQmtrK1lZWQQFBWFiYiLGd3369EFDQ4NXr14xevRo1NTUmDBhAoaGhgwYMIC2tjba2tqQl5dHUVGRcePGiQ1tc3Mz+fn5Iuj4zp073Lt3j8GDB+Pl5SWc1n379iUhIQEPDw8SExO5f/8+RkZGVFdXs3LlSgCio6NRU1MjPz9fXBNGRkacO3eOjIwMkam5Z88eEdk0cuRIDAwMcHFxYdiwYSgpKaGhocGGDRuws7NDRkaG8ePHU1ZWBnQQEv7++29yc3OZN2+e2HB3FoL19fUMGDAAS0tL0tLSSElJoWvXrvTq1UuM+p2cnPjtt99wdHQUCQ5nz56lvb0dDw8PxowZg4KCAn/++Sdjx44lOTkZQ0NDSktLaWxspK2tjfb2dsaNG4e2trbY8HTt2pWpU6fS2trK2bNn/+fkqEkkknDAG6iUSqWm/zy2EVgAVP3ztJ+kUun1f362B3ABgqVS6f1/HmsDXv/z3EKpVPrdP4/3B84APYBUYLZUKv36z+vnS6XSE//Z+zMzM5N2Wu4nTpzI5cuXSU9PF790c3NzevbsSXFxMTIyMvz00084OztTVVWFpaUlenp6GBgYkJKSQnJysrBqV1RUCPGilZUVTU1NlJSUUFRUxN69ezl27BhdunRhyJAhPHv2jOXLlxMZGcnFixdRV1dHS0uLPXv2CHv9mDFjKCgooHfv3pSWlhIfH8+NGzd4/vw5P/zwAzNmzGDEiBEcOnRI5FIB3Lp1SxQ2J0+exMLCgrCwMJ49e8bmzZvFjq4zjfvPP/9k5cqVvHv3jlu3bpGYmMiUKVNERo25uTl//PEHJ06c4Pjx4ygrK7N27Vr++usvjh8/zpgxY3j8+DGpqakMGjSI3r17s2DBAkJDQ8UFHRQUhKmpKXV1dfz8888oKyvj4uKCg4MD27ZtEziizhgNBwcHYmJi+O6775g1axbQkQtVV1fHtm3bOH/+PGFhYRgbG5OamirAwomJiRQUFBAZGQl0iEgvXrxIU1MT0NG91NHRwdjYmAsXLmBvb8+YMWNwd3fnt99+Q1lZmYULFwp8mJGREdra2pw5c4bdu3cDHfEtYWFh2NjYsHz5cjZs2ICOjo5gyT179oxTp06JOAgfHx/OnTvH58+fxe+l03Vla2uLjIwMZmZm5OTkCC6qmpoaly9f5saNG8ybN48PHz5gYWHB/fv3hc1/zZo1hIeHs3z5cnbs2IGfnx8WFha0tbURGRlJjx49RHq7q6sr8vLyXLhwgcmTJwtn4O3bt4VYt9NF1in479+/P2VlZTg7O6Ovr0/fvn0Fuuj3338XcSXPnj2jW7duGBgY8PPPPyMjI8OkSZM4fPgwqqqq7N27l+zsbI4cOcLkyZMpLS0lOzubpUuXcvv2bQBUVVUF5qukpEToixQVFdHT06Oqqkpke0VFRQmIe+f5BlBQUCBEwZWVlRw9epSmpiYCAwP5+vWrwCtJpVJmz55NUVERBQUFqKiocPr0aaADZ9OtWzc+ffrEhw8fmDFjBtXV1SxfvpwRI0agpKQk4OotLS0sW7aMVatWoaamxsGDB8U9Zvv27cybN49Zs2axf/9+tLS0WLJkCampqRgbG2Nra0t4eDgaGhqYmZkJp3fnERoayooVK1BQUBA8WoCysjK0tbXJyckhLi6OLl26MHXqVHbt2oWPjw+3bt0SsQfh4eFERkayfft2jh49SlhYGN7e3ly5coUFCxYIF3VLSwsDBw7k5MmTdOnSRRQf0BEZ07dvX2RlZcnMzOTly5esXLlSpLEvW7aMq1evUlNTw9evXwUtIy8vT4SVbtrUsS6ZmpoKiLebmxvNzc3Y2NggJyfHx48fUVBQ4NmzZ7S0tDB27Fi2bdsmUGd9+/YVGWGGhoYoKipSVFSEmpoaLi4uvHjxglOnTgkO5/jx42lqamLnzp1oamqKa9/e3p76+nrmzZvH+vXrBXzb0tKS1atX4+HhQUNDAwDjx48nMjJSxGMAZGZm0tLSgoKCgnD+dSb5Dxw4kOzsbPE5Hz16xOHDhxkyZAg3btwQ38e/LWCeP3/O3r172b59OwsXLiQ6Oprr168za9YsCgsL8fX1pW/fvrx48QI7OzuRbRkYGMjLly8pLi5GS0tLROVUV1ejqalJaGgomZmZdOvWjcjISMzMzDh16hQeHh5ERESI9eXMmTNiYyOVSpk2bRrv3r0TIezGxsb89ttvFBcXi67l3LlzxVrp5OREcHAwjo6OlJWV4efnJwKW/+3x008/YWNjg66uLn379uXOnTvExsYCcObMGQBu3ryJuro6xsbGFBQUUFlZydevX1FXVxefb+LEiVRWVoo1uzOvcN68ecTGxmJubs63b9+YNGkSW7duRUNDgyVLlpCdnc2QIUOwtLRk1KhR+Pj4kJmZKc4rAAUFBc6cOYODgwN9+vTh48ePKCoq8vr1a5qammhvb6e5uZnKykq6dOnCpEmTePHiBY6Ojnh7ewOwaNEioeVdunQp5ubmeHh48PjxY/bt24e5uTlpaWn/M3LUJBKJE/AFiPzfCrUvUqn01//tuYOBecAvwAmpVDr1n8e/SKXSbv/Oa58DYqRS6RmJRHIIeCWVSv/67xRqJiYm0tDQUKytrcnMzERRUZHQ0FARtqikpISnpydxcXEkJSXR3t5OZWUlM2bM4P79+8jJyfHHH38wefJkJk+eTHR0NOHh4bi6uoqFWENDQ1jLFy1axPv37+nXrx+fP3/G1NSUDx8+sGXLFrGzk5eX5/z58wwfPpwZM2YAMHz4cG7fvk1SUpII8uvWrRuTJ0/m4cOHODg48OrVK1pbW7l37x52dnbiInjx4gXQETSrqamJVCrl8uXLVFRUMGzYMM6dO0d6ejp2dnbs3r2blpYWtm/fTlNTE2fOnEFOTk4gmlRUVEQXacSIEUyZMgU7OztsbW2pr68nNTUVOzs7bt68yZo1a8jKyiIqKoqDBw9SWVkJIBbZH374AQ8PD1xdXWltbRWJ9Lt27aKtrQ05OTn8/Px49+4dS5YsYfHixcybNw+ALVu2MGHCBGxtbTl37hwVFRWUlZUREhKChoYGR48epa6uTqRD37x5k/b2dp4/fy5uCp1mBCsrK8aPH091dTV//vknnp6elJaWMmnSJPLy8ujSpQs3b94U3Uhra2shxp83bx6FhYWcPn2a9vZ2fvrpJ27cuCFeIzIykoULF/Lq1SucnZ1ZvXo1e/fuZcyYMWzfvh3oKOTT09MF17J3796Ul5fz22+/ISMjw9mzZxk1ahT3798XbNekpCS+fv0qcqEMDQ0pKSlh7NixXLt2jYEDB/L161c+ffpEQ0MDra2tzJ8/n+TkZNTU1Bg0aBBxcXEoKCiIrKOYmBiGDh1KXFycyEby9PRER0cHiURCUVGRWFhOnDjByJEjBRi+E1D8448/MmPGDAwNDenduzdfv35l9uzZ7Nq1S4TMWltbs3btWpKTk0UX7cGDB+J66YSlOzk5cf78edTV1XFxceGXX35hzpw5lJaW8uXLF44cOUJsbCzPnz/n0qVL2NnZCTaujo4OI0aMoLGxkYyMDFHgZ2RkCJTPunXryMjIYMyYMSgrKx5CW0kAACAASURBVDNv3jyeP38uOgdVVVVEREQQGhpKZGSkwMVlZ2dz6dIlQcPoRD9BRyESGRlJW1sbAM+fPxfRPpaWlly6dAl5eXk8PDy4du0a165dY9iwYbS0tIj4k7a2NkxNTblz5w4Abm5u3L9/n7a2NmRlZYXBIysrC3t7e9LT07GxscHOzo5NmzbRt29fhg0bJty5gACdd4bcvn37lkuXLtG1a1fk5eXp0aMHtra2gsvYu3dvcnJyOH/+POvXrwc6XH15eXmi+/Dq1StKS0vx9PQUHfe8vDzevHkjiCyysrICYA4wY8YMSkpKcHNzQ1ZWlrCwMCZNmkRycjKhoaH8/fffVFVV0d7ejoODA2lpacybN4/jx4+LnMu3b99iZGSEsbExz549Y8OGDdy+fZurV6/y448/4ufnx7x58zh9+jSPHj3C09OTOXPmUF5eLgr5mzdvMmHCBKZOnYqBgQFRUVG0trbyxx9/8ObNG4KCglBXV+fevXt0796d4cOHc/LkSWbPnk1hYSHQwYJNSEjg4MGDvHjxAnNzcyIjI/n06RNaWloYGxtTXFxMWVkZVlZW+Pr6cvHiRX744QfBPrWysqK6uprjx4+jra1NS0sLioqKzJs3j8TEROzs7HB2dmbixIkEBgbSpUsX2tvbCQgIEHldcnJymJubixipKVOm4O7uztmzZ1m2bBnbt2+nurpaOKpnz55NbGwsJiYmvH79Wpyn3333HfLy8vz888/8+uuvpKSk4OTkxL179ygpKUFHR4fFixeLomjMmDFkZ2eL4G53d3eeP3/OihUrUFVVRVtbm2PHjjF//nx69uzJ/v37cXd3JyEhARsbGwFZX7RokQhmLioqwsbGhsLCQv7++29cXFx4+PChYEPPnTuXpKQkIiIiiIqK4t69e7i6upKUlMS9e/eAjs2doaEhs2fP5ujRo2K0+t133zFq1ChCQkI4c+YMaWlp7Nq1i+PHj9O1a1fGjBkjNouDBg1i27Zt2NvbExwcTGJiIvb29igpKbF9+3ZsbGx49eoVXl5eGBkZ8fXrV27evIm2trZgFpuamnLo0CFKS0sJDw8nISGBW7duISsry7dv3zh27Bg1NTWN/5QiEkBZ+u8UZf+vBd5KJJJ+wNX/QqFmAswBNtJR2E355/H/U6Em6bgzVgG9pVLpN4lEYgtslEql7hKJJAQokkqlZ/+z99avXz/pli1bxK6+s+vTuYvsdJf06NGDrKwswc77/fffOXr0KDExMdy5c0fYgSUSCfv27WPAgAGidWxvb09gYCDLly9n3LhxXLhwgT59+hAeHo6dnR2XLl1i4MCBNDY2oquri5ubG2PGjGHv3r0i5LG2tpa8vDwRcNnJaRs0aBCTJk1CT0+P+Ph4pk6dyqFDh0QbPzAwUIxm/f39KS0tpa6uTozDNm3aREZGBl27dkVVVVUsUq9fv0YikXDz5k2io6PFa6xfvx5XV1dCQ0PZvn07Q4cOxcvLi1u3bokMm/v37+Po6Ci0eYqKiuKmAQj0kaOjIy0tLbi7uxMaGkpOTg6HDh0SOjUDAwNGjx7NvXv3KC4uZurUqbS0tAAwYMAAqqurKSwspLq6mu7du5OSksKSJUu4ePEimZmZIhutpqYGGxsb3r59i4eHhwBVd3ZtqqqqBAarM9B4/vz5wu7f3NyMra0t3759Y+/evSxZskSA2XNycgSE3sXFBRMTE9LT0zl8+DDe3t7cvn2b6dOno6KiQkpKCk+ePGHDhg3Ex8fz9OlTAKEXcXd3p7KyUnQ6Bg0ahIGBAa9evWLEiBFihLx48WJMTEzIyMgQBdKrV68E4/PChQs0Nzdz69YthgwZgoODA/7+/lhZWbFs2TJqa2vx9vamqqqKhIQE0TWoq6tjypQphISEsGDBApqamlBQUMDS0hIVFRWioqL4+PEjwcHBQEd6t7W1NTo6OmRmZgIdnaw7d+7g5ubG9OnTxeJaWlrKrFmzWLNmDampqZSXl/Pnn3/y8OFDoc/r2bMnALt27eLVq1eiK9zW1kZQUBDh4eEYGBgI6zwg8vI609MfP34MdIzEJBIJGhoa5OXlUVFRIZzEWlpa9O7dm8OHD6OrqysyEV1cXDhx4gRdunQBQFdXl+HDh2Nubo6Liwu9e/cmLCyMpKQkDh06xPLly2lra6OhoQFlZWVkZWWRlZXlxIkT4rptaWlBXl4eMzMz1q9fj4+PD6GhoRw+fJhr167x888/U15eTkNDg2DWmpmZUV9fLz7nhAkTOHr0KO3t7RQUFLB3714cHBxQUVHh7du3LF26lMTERLFR2bZtG87OzoIz2vkdrlixgtu3b4u0+4yMDKZOncq0adMEpq0zeqS5uRknJyfq6upEuHRsbCy9e/fm7du3zJw5k0ePHiErK0tdXR11dXUYGBgIdFhQUJAIVO2EUUNHQRAREcGMGTPEeMjAwIC+ffuydetWkaP34sULQbjYu3fvv4QN9+jRg8TERGbPno23tzexsbECYfbLL79QUFCAj48PR48eZcGCBQDcvXuXtLQ0cd12yn46U/Lfv3+Pvb09ra2tWFtb8+zZMx48eEBISAhHjhwR2i0zMzNB8oiLi8PZ2Zm2tjbWrVvHnTt3yMjIEPxOe3t7FBQUgA46w8GDBxk8eDB5eXl8+fIFQIxSR40axcuXL0UUjbq6OuHh4eTm5tK7d2+6du1KUFCQGKfduHGD1NRUcS+MjIxEKpXy5csX/P39qa6uxszMDKlUSmFhIfr6+mzdulVoVBctWoS/vz/Nzc0A4h5fXV3Npk2bCA4OFuzX4OBg/P39xXi+M1C38/tds2YNAHPnzsXU1JSrV6+ipqbGw4cPUVRUZOXKlVy4cAEfHx8ePXqEo6MjAFu3bsXS0pKSkhImTpwIdBTQzs7OtLa20tDQwMGDB5kyZQqGhoY8e/aMpqYm4SjfsWOHcLueOXOGr1+/Ah2RGtXV1eKc6wTar1y5kn379hEVFUVWVhYqKiq0tbWJjnp6erq4bjud5xkZGdTU1GBiYoK8vDwRERFoa2vT3Nwsupc3b95k8uTJ7N+/XzB6O+/rZWVl+Pv7ExAQQL9+/aisrMTHxwdHR0caGhp48eLFf9pR6/KfPeH/4WOZRCKZA6TQMeaskUqlmRKJRAl4CKz5N89VkEgkKcA3YKdUKr1Mx7izViqVfvvnOcWALsD/XgD+Xx1KSkrY29vj6+tLaGgo9vb2uLm5cfPmTaBj9zZy5EhKS0txc3Pj77//5tu3b6xatQovLy/Ky8sJCgoiJiZGGAE2b95MRESESDm+deuWgPjGx8dTXV3NwoULuXjxIhkZGSKMtLNz0djYyJ49e5gyZQoXL14EEIiYTltxRUUFTk5OAkcVGhoqrM5qamo4Ojry+PFjnJ2dxU4DOkS73bt3Jy0tDRMTE/bv34+npycDBgzg1atXQgdy6dIl5s+fT0hICO3t7WInGhwcjLe3Nx8/fmTIkCHY2dlRXl5Onz59UFZWpr29nalTp5KamoqPjw8FBQX8/fffQtgJcP/+fbZv3y5Glp2ZQ7a2tmhoaNDa2sr3339PZmYmT58+xdbWlvb2dnr06CE6jDExMdTX1yMrKytEpt7e3mzcuJHp06djYGCAmZkZP/30E46Ojpw4cYJly5YRGRkpUFFr1qxBU1OTgIAAdu7cyalTp1i/fj2rVq0iOTkZb29vUYT5+Pigp6eHn58f4eHhTJ48GehISY+LixPfb1lZGTdv3hSLaEhICObm5rx8+ZLvv/+evXv3cvr0aVJSUoSBxMbGBolEwpEjR1izZg1KSkrk5+ejr6/Pw4cPiY2N5cSJE4wbN45+/foJc8iAAQMEVaDT/n769GkePnxIUFAQs2bN4v3797x7944rV67w8eNHFixYQP/+/dHX16esrIxp06axa9cuoAP/9PnzZ9ra2ujfvz/Hjh1DX18fJycnunTpgrm5OdeuXRMdXFdXV758+cKAAQNEER4TE0NhYSGtra28fPmSW7dusWnTJoqKili/fr2wvoeEhAAdhIl79+4xdOhQgSFas2YNW7ZswcrKigsXLjBx4kROnjwp4gpKSkoEG7a+vl7w+M6dO0dWVhbQUYT/+eefhISECAu+n5/fvxQNa9euJT4+npEjRyIjI8OTJ0+YOHEi1dXVQAci6NatWxw4cIDExERu377Ns2fPaGtrExiy1NRUevXqhVQqRSqV8sMPP7B69WpKSkqAjrF9QUEB6urqHD58WIyJxo4dy8iRI3n48CFNTU0sW7aMzMxMrly5gqqqKt26/a996ejRo+nZsyfa2trExcURHh4uchmXLFlCYmIiMTExhIaG8vbtW75+/crz58+ZOHEi1tbWQEenAjr0dytXruSXX35BKpXy6dMnMjIy0NXVpampSSxU+/btw8nJiQkTJjBt2jSgo8tw69Yt5OXlcXFxYeXKlbx584Zu3brh4+PD06dP8fX1FZluOTk5LFmyhG3btolOZyenNzExERcXF9ra2tDS0qKsrIzq6mqB3ZNKpTg6OrJlyxasra35+PGjCPY2MzPDw8ODuXPnMnz4cGRkZNi8eTPu7u5cvXoVHx8foqKiCAsLIzIykk2bNnH37l3Rbe/8fCkpKcTExDBkyBC+fPnC58+fCQ8PR05OjsrKSlGgduopAcFQBTA2NkZXV5fRo0fj7+/P3bt3uX79utB01tfXk5+fz5EjR9i7dy+ysrKYmZnx/v17cQ/qDNONjY3lr7/+wtnZWSTaT58+nQcPHuDu7s7Lly85cuQI796948aNG5SXl9Pa2gqAuro6K1asICUlRYRfZ2dnY2xszJ07d7CwsKCpqYm1a9fS3t7Ovn37OHnyJBERESxfvlycZyYmJkRERFBfX8/s2bO5evUq+/bto6mpievXr4tcsiFDhvDHH39gaGhIdXU1/v7+4to3NTWla9euYrT54cMHgoKCsLKyYvr06UgkEoGo27BhA58+fSIvL08UX15eXpw/f57k5GQWLFjAjh07ePfuHX379mXZsmUsXbqU8ePHo6mpKQwvtbW1ZGRkCHNJaGgoCxYsENmTycnJYqLV+bvrnGbU1NSgrq5OZGQkqqqqWFhYAJCUlISBgYHoJJaWlqKlpSWCg+vr6xk+fDhaWlrMnj2bkpISrKyshHkMOjqdYWFh1NTUYGxszNOnTzEyMiIyMlJoiv8rx/+XhdpfwBZA+s+fvwEBAFKpNOjfeb6+VCotkUgkA4AEiUTyGqj7v/Mf/9OJ+9L5dw0NDbKyslBVVWX+/PloaGigqqoqdAhNTU2CWWhmZoasrCyVlZWUl5eTn5+PpqYmaWlplJWVcf/+fW7evImioqLQpUHHbsrHx4ekpCTWrFmDnJwcbm5u/6L5iY+PZ+bMmfTp04dXr14RFRVFYGCgCBMsKytj4cKFgtVnYWGBr68vqamptLa20tbWRmtrK+Hh4Xh5eaGoqIi1tTX+/v6CkZeVlcXJkydZtWoV7u7uREVFMWPGDJHO7+TkxJo1a1i/fj1z5syhS5cuREREMHjwYLEzdHV1FU7DpqYm3NzcWLt2Lc7OztTV1bF79260tbU5ePAgf/zxB7a2tgwdOhRfX1+B6nFzc2Pnzp3079+fkSNHCoZbfHw8ubm5hIWFoaOjIwJCu3XrRkxMDAEBAf+id7h27RoTJ06kV69e3Lp1qzPpmU2bNtHW1sasWbMwNTXl1atXWFpakpycjIODAwEBAUBHqv3SpUvR0tLCw8MDFRUVNm/ezPv37zE1NWXcuHH4+vqSnp7Ozp07Rfdy7dq14j3s2bOHK1euICsrS3FxMUOGDKGsrIz58+dz69YtJBIJcXFxREdHs2TJEuTk5MjLy6OhoUGMlOTl5cnMzGTu3LlER0djYGDA0KFDxQgtODhYdCmdnJxEcX/9+nWxM9+1axfV1dXU1NQQFhYmYNKTJ0/G09OTn3/+mcbGRjIzM5GRkcHPzw8/Pz8xroEOXUZOTg7Hjx9HVVUVOTk57O3tRZcgNjaWAwcOcPToUZKSkggMDERTU5OEhAR8fX2Bjg707t27iY2NRU5ODmNjY96/f09zczP9+vUjOTmZJ0+eAB0LTCdTt3MkCx1i5dTUVFRUVMjOzmbXrl2kp6cjJycnAkpfv37NnTt3kEqlVFRU4OLiwqlTp0Sn5Pjx45iYmPDmzRthrOjWrRtfvnyhvr4eU1NT8vPzUVBQEIt3Z65d54327du3+Pj4cPr0ad6/f09cXBxLlixBSUlJnP9HjhzB39+f9+/fU1tby7Jly7h8+bLoOnbr1o0RI0aQk5ODtbU1v/76K4sWLeLr16+sXr2a7t27Y2tri7y8PCdOnBBUktzcXH777TcAsaiXlZXR1tbGhg0b8PLyIjw8nOLiYlasWEFbWxtv374V9xR7e3uRmwcdHYKAgACBvuqkIhw4cABTU1N27twpmMAJCQl06dKFt2/fsnHjRnHtq6mpIZFICAwMpFevXhw4cIC+ffsilUpZtmwZLS0tTJ8+naysLI4ePcqKFStYtWoV1dXVYpPW2NjIjBkzUFZWRk9PT1znmZmZolPUSdjYs2cPSkpKzJo1S2C6Og8ZGRl0dXUZNWoUv//++7+gqObMmUNQUBBnzpwhPz8fNTU1FBQUuHLliihE3d3dMTU1xcrKShixcnJymDlzpugSduvWjd27d1NTU8P333/P7NmzSU5O5sKFC0BHx7VznQgKCuLAgQNkZmby6dMnDAwMePPmDfv27RPP19fXJygoiLi4ONFN70RF9e3bFy8vL5ycnDA1NWXq1KmCjiIrK8vr168xMjKitraWc+fO8fLlS4Fc27x5M66urqLzGBYWxsKFC1mxYgV9+vRBQUGB/fv3ExwcjFQqZcqUKaSlpYmuP3RoGI2MjOjRowdJSUlcv36dsLAwfv31V0JCQsRGZdKkSVy+fJlNmzaRnJxMXFycuH906lRbWlp49uwZ8fHxDB8+nDVr1pCYmMiqVauwsLAgIiKCYcOGkZ+fL67rznuhg4MDhYWFjBkzBh0dHbp3786qVavw8PBgwYIFDBgwgNWrVzNixAh27NiBp6cno0ePRklJiaSkJKCDr7tu3To8PDyQlZUlLS2NO3fuYGdnh6ysLHFxcTQ0NIhmSU1NDTU1NcycOVOc64qKigAi1Lt79+78/fffGBsbs2LFCkpLS8V9IzQ0lJkzZ4qA/E6N644dO8ToeevWrfzyyy/k5uaiqqpKXl6e6Lz9Z8f/Z6PP/+rP/oPXOgFcBS7yH4w+/zvvzcTERDpnzhysrKxISEgQ4uPOkZKCggKPHj1CQ0ODiooKLCws2LlzJ2/evOHIkSPY2tqirq5Oeno6J0+exMXFhbKyMu7evStA7fv37+e7775j7ty5XL58GX9/f3r27MmZM2c4fPgwZ8+e5c2bNyQnJ9PS0kKfPn1wcHCgpKRECIfj4+MpLCzEyMgIfX197t27x9y5c4EOxpq7uzuLFi3i9OnTbNmyhb1793L79m3GjBkjWuSWlpaYm5szZ84cZs6cyc2bN8XPGxsbycnJQUtLi8LCQlpaWvDz8+PFixd4eXmJtvKmTZvYv38/dXV1qKur8+uvv/LmzRtCQ0Opra2lT58+9OvXj+bmZgIDA4mMjOT169fk5uZiYGAAdMzuO8WpCQkJGBsbi3FCZ7du5syZLFy4EHd3d7EQrl+/XlxInTepn376SeyO7t+/z8CBA3nz5g0ZGRn4+vpy5coVPn36RP/+/Zk9ezZ+fn4CRNxZgD558gQDAwPu3buHtrY2gYGBxMfHY2FhwYABA0hOTiYrK4utW7eyceNG8vPzGTNmDNDBNjUwMKBr166MHTuWhIQE5OTkmDRpEjExMdjZ2QmShLKyMg4ODiQlJYlATejoynTqRwYNGkRoaCgjRoxg8uTJfPz4kZqaGhG4mJKSQs+ePYmIiMDFxUXcaCMjI/H29haBlfX19RgYGGBjY8PKlSvp0aMHfn5+KCgo8OLFCy5duoSvry8FBQXk5eUBHQzIzoT006dPs2/fPl69ekVERISIrBg4cCA//vgj8+fPx8LCgh07djBixAjxfRw4cEAIqXv16sWoUaMoLy8XYOavX79SW1tL165dOX36NBEREaxdu5Z169YRHh4OgJ2dHTY2NhQXFxMbG8uSJUuYMGECq1atIj8/n3HjxlFdXS10IR4eHiQlJTFhwgRx8zt16hS2trZ0794dWVlZampqePfuHebm5qSmpjJjxgxiY2MxNTUVWpKCggKcnZ0FX3fLli1UVFQIMbacnByHDh3CxMSEmTNncvv2beFGNjQ0xNPTU1yvnQuxsbExoaGh7Ny5k7y8PIGJevToEV27duX58+cYGxvz8eNHqqurCQgIIDAwkKCgIDGC7XSlL126VKC+Fi5cKIoEDw8P1q9fT2trK/X19WRnZ5Oeno6JiYmQMpSWlrJo0SIAnjx5wsePH4V+7t69e+jr6+Pp6YmSkhKNjY3CFNDQ0EBxcTGAYCkuWbIER0dHbt++zcOHD9m7d68oIqdOncrly5fx8vIiPj6eq1evcvbsWVFA6+joMGnSJBQVFXn37h3t7e2oqKiQmZlJTU0N06ZNY8+ePTQ0NBAQEEBcXJzAiXVqW21tbVm5ciXz589HUVGR7du3c/z4cZFAf+jQISZPnoy7uzuJiYns3LmTdevWoaOjI+IX0tPT+fTpE/369aO6upoDBw4QHBzMwIED6dq1K58+fSInJ4fJkyeLrv6VK1dISkri1187BjaNjY3cuXOH33//nZ07d3L9+nX8/f0xNTVl8eLFLFy4kDdv3jBp0iTOnDlDc3MzM2bMQEVFRXBc29vbGTJkCDU1NWRmZgq9XmJiovjcsrKySCQSCgoKCAkJ4datW7S2top74IMHDwT+zd7enhs3bogQ1066h4WFBQoKCoJQ8h91c54/f46VlRVPnz6lvr6euLg4TE1NKSoqQl1dnQcPHnD58mVqa2vZuHEjqampAueWnJzMrFmzyMvL48CBA4SGhqKurs7+/ftxdnZm06ZNzJs3T7zvSZMmcenSJfbv3y9MDUOHDqVPnz7MmjULeXl5EXOTk5NDnz59qKio4Pnz5zg5OQmI/N27dykoKCAxMRGAkJAQJk6cSFZWFvr6+mhraxMcHIyWlhbjxo1DR0cHTU1N0tPTyc/P59q1a8THx5OTk8OOHTuAjkLthx9+AP4X97NTrhEXFyeipjqLybCwMGbPns3WrVuxsbEBEGzq0aNHc/PmTWJjY5GVlWXBggU8f/6c/fv3/89ifW7atKk7MGPjxo1hABKJRHvjxo1f/vmZPyC3cePGC//ev5VIJOqbNm2Sbty4sU0ikWgCm4ADUqm0atOmTVaAZOPGjRmbNm3aACRt3Ljx+X/nvW3dunVj5+hk+/btxMTE4OjoSFZWFtXV1cjLy7Ns2TI2btzImzdv+PTpExs2bKCyspKKigpGjRpFY2OjyL7pHBMGBATQ2tqKhoaGgLJKpVJ0dHRE1IOFhQUpKSl8+/aNp0+fsnjxYlatWoWPjw+rV68mIyODr1+/kp2dTU5ODq6urpSVldHc3IyKigqPHj1CQUEBHR0dYYN2cXFBVVWVuro6Hj16xIULF1BVVaW2tpbk5GQWL15Mbm4uysrKfP78meLiYt69e0dgYCDZ2dm8ffuWtrY2fvvtN+7evUtNTQ0///wzP/zwA+rq6hQWFjJy5EjevXuHpqYmxcXFjBo1iubmZtrb28XorLi4GA0NDSorK2lpacHDw4OTJ0+Sm5vL8+fPuXHjBl5eXpSVlaGkpERUVBSjR48WzqlZs2bRv39/0X2pq6ujR48eaGpqIpFIKCws5MOHD1RVVSGVStHX1xfOPQMDA5SUlIRGw9fXl/z8fHr06EFqaipv3ryhvLyc7t2706dPH4EyOXHiBL1790ZZWRltbW2sra35/PkzOTk5wrVjbGxMYGAgzc3NdO/enadPn7Jnzx4xMn3//j0pKSm0tbVRUFCAmZkZurq6tLW1UV1dzd27d/Hw8EBJSYmCggKgw7no7OzMn3/+SXV1Nfv27WPnzp0cP36clpYWAgMDefbsGdeuXUNPT0+ghZqamtDX1xcp2teuXaOpqQlHR0exk/348SMXL17k2LFjvHv3Dj09PT5//oyOjg67d+9mzpw5mJubM3ToUFasWEF5eTlz5swhPj6eH374gdjYWJSUlHj06BGamprExcWxadMmbt++Te/evfHw8KB79+6iY5KZmUliYiImJiZYWloKI01aWhoaGhpcvHiR5ORk1q5di6KiIlVVVXh5efHw4UO+fPmCrKws9fX1vHv3jvz8fAICAnB1dWXVqlVcvnyZFStWkJGRQW5uLm5ubtTW1mJsbCy6Y7dv3yY7O5vg4GD69etHbW0tT548oXfv3qirq5OWlibyskpLS7l7967geVZWVuLk5MTvv//O9evXmTlzJjY2Nhw7dox58+aRmprK+vXrMTEx4eDBg0yYMIGFCxcyc+ZMqquraW5uJiYmhu3bt/Pzzz+jr6+PkpISampqPHjwAE9PT06cOMG0adMwNzdn2LBhvHz5khkzZnDr1i3Gjh1LY2MjZmZmmJub4+TkhImJCV++fCEjIwNvb2/q6+vZvHkz69at4/Xr11y/fh1vb28Rn2BnZ8e6devo3r07S5cupWfPnmhpaXHw4EGUlJS4f/8+BgYGtLe307dvX6qrq3Fzc2PRokX07NkTNzc3unfvjpmZGXV1dZw/f15wLMvLy8UY19ramuLiYszMzFiwYIHQNz59+hQNDQ2R0zhr1iykUim2trY4ODgwcOBAKioqCA8PR0lJia5du6KiooK9vT3GxsaEhYWRlZXFxo0bUVZWRkVFhYEDB1JaWiriQNatW8exY8eIjo4W77lHjx7ExMRw9OhRrKyshEMwJycHe3t7ITA/duwYaWlp6OjoMHnyZL58+YKavrOmaAAAIABJREFUmhqmpqaCenDkyBGuXLnC2LFjiYiIwMLCgsePH/P582cMDAwoKiriw4cPyMjIUFtbS0BAAI8fP2bu3LmUlJRQXV3NmDFjGDJkCF26dOH8+fMYGRlx69YtXF1d+euvv9DQ0BAd3PPnz4tCzdjYmNraWvz8/Pjxxx+ZO3cuISEhODs74+/vz/Hjx4X21tTUlL1793LgwAHq6uqIiYlh+PDhvH79mvr6er5+/UpERATbt2/Hzc2NhIQE5syZQ0REhJCFjBgxgqamJmpqakhISCAtLY3GxkYGDRokzGeenp40NDQgKyuLjIwMAQEBODo6Ehsby507d5g4cSKxsbFYWFjw4MEDXrx4wcCBA5GTk0NHR4eysjJGjRrFtGnTuH37Njdv3kRZWZmamhq6devGyZMnSUxMZNGiRUyaNImGhgYcHByIiIgQmt+8vDxaWlpoamri48eP7N69W4w+b9++jaenJ4qKihgZGeHl5cXSpUuxtLSkvb2diooKpkyZwrt378jMzERNTY3FixcjkUjo0aMHwcHBKCkpYWpqypgxY3B2dqaoqIjr168LY9fZs2fx8vJCWVlZ5Ot1osdkZWXFGhsUFERrays9e/Zk7ty5WFlZUVhYKAx5gYGBPHjwgClTpnDq1CkCAwP/x8RzRAPOgCZQQYej0xkYTsfoMx9YKJVKy/6Df28HHAba6aAp7JNKpcf/+dkAOuI5NIA0YJZUKm3577y/QYMGSYcNGybQHZ03qc75f15eHsnJyRgYGODq6kpKSgr79+8nMjKSsLAwrKysKC0txdXVFVlZWY4dO8aAAQPw9vYWHZOSkhIyMzPp0aMHS5YsISsrCzMzM8LDw8nKymLPnj0YGxsLNmGnQyQ6Oprx48cDHbqMXbt2ERwczJ07dwSWau/evaxevVp0z6Kjo4UbqK6uToxnoCN+Yfbs2SJmYN26dURFRREUFERwcDCqqqqsXr0ad3d3Xr16Rd++famqqhLYGOjIqBk+fDhFRUUCxgsd45ldu3ahra0tdCvR0dGYmZmRlZWFra2tGOPu27dP8Eg7MUJtbW2Ul5dTX18v3EFBQUGkpqby5MkTTp48ybNnzwgLCwM6RhcDBw6koaGBsrIyCgsLcXV1Zd++fUybNo23b99y9uxZ+vfvz5o1a9i1axcGBgY8fvxY7O4/fPiAn58fd+7cISkpidevX1NVVYW/vz91dXXs37+fGzdukJeXx8OHD4mKisLR0ZHr168LrZyCggIODg4cPXqUy5cv4+bmJnaxnfEi69atY+zYsRw4cAADAwMGDx5MZWWlcOCNGDGCPXv2sG3bNiQSCUlJSSgpKdHW1oauri55eXm8e/cOIyMjDh48yKxZs+jVqxdpaWksXrwY6BA2d+bTzZkzh4sXL+Ll5UVtbS3t7e3o6+tz5coVgoODhXsNOgKGS0tLgQ6b/8qVK9HR0aF///706NFDgOrj4uIEW3Lnzp3o6elx48YNrK2t2bp1K15eXgAMGTIEXV1dXF1dSUhIEIGmZ86cITIykpcvX1JbWyvGHn5+fujp6dGtWzfxfVy7do3z58/z999/k5GRgZ6eHgoKCsTHx+Pt7U1KSgr5+fkYGBgIRqaBgQHXrl3D3Nwc6NB1NTc3o6CgwNWrVykqKmLx4sVs374df39/tLW1mTdvHhMnTqS5uZnly5ejpaVFeno6mzdvBhCg6YULF7J7924cHBz48OEDDQ0NAv6uoKBAXFwc+/fvJzc3l5SUFKZNmybOj/Hjx9OlSxemTJlCWFgYgwcPxtXVlXPnzomO4+LFi/Hy8sLb25sLFy5gbW0tIOPQoXWRSCSMHz+ew4cPM27cOFpaWrCysqKhoYFt27aJ2A1TU1Oys7OJj49n6dKlPHv2DOjoVDQ2NuLr68vjx4/FZuLNmzf8/PPPXL16FRMTE2RlZVmzZg0+Pj64ublhamoqOtbTpk2jpKQEJycncnNzefLkCc+ePePAgQOsWrWKfv360djYiIuLCzY2NiLs9tdffxXduCtXrohYjIsXL3Lu3Dn++usvrK2taW5uxsfHR5wz//a4efOmMJe8e/dOYHscHR15+vQpKSkpDB48WIyV1NTUSElJYcWKFYSFhQm5QudI+vvvvwc6Ro9aWloYGRkxfPhwqqqqGDFiBAcOHCAoKIhv377RpUsXLly4QHR0NBMnThQd+c7Neud60ZntBh1aQD09PaKiosjIyGDp0qXY2tqSkJDAsWPHxDTE3d2dv/76Cy0tLTIzM/nll184e/Ysv/76K5cuXUJdXR1lZWW+ffvG8ePHWbhwIe/fv8fAwEDEUeTl5WFkZCQ6VQUFBejr67N69Wqsra2prKwUHd+EhATq6upwdnZGXV1daDpLS0sZMWIER48eZc2aNeTn54uO1YcPH2hvb0deXh5fX1/S0tIoLi5GIpEIPCBAv379WL16tRi5bt26lfr6etEt8/f3x8LCguzsbMaPH8/QoUN5+PAhq1evFs8ZMWIEd+7coaqqilmzZgnJS1hYmBitQscko2/fvty+fZvVq1czd+5cYRzpPE8aGhqYMmUKLi4uFBUVMWTIEBYvXiymMElJSUL7/eDBA/bt20d2djYAU6dOpXv37mzbtg0tLS0SExOpqKjAz8+PsrIy3rx5Q1paGvr6+iLDsFevXtjZ2YkJlo2NDdevX6e5uZnPnz8zePBg4QxVUVFh165dvHz58n9GPMf/9KNnz57SmJgY+vfvz/nz50VWTefc3d7enoEDBzJ9+nSOHTtGREQEy5YtIyoqisTERAwNDUWOTrdu3ejSpQtVVVWcPXsWFxcXoEOnMn78eHr27ElFRYXYRaxZs4aoqCg8PT05efIkGhoavH37lq1bt7J582aCgoI4efKkeI1Jkybx9OlTDA0NMTAwICYmBl1dXXR1dWltbSUhIQE9PT3hjMzNzWXWrFmcOnUK6ND+bNy4kaqqKu7duycWdktLS7y9vcnNzaVXr16Ul5dz4cIFvv/+eyIjI3n48KHQyXTupP38/ERcyYABAzh06JAI+/3zzz85d+4cYWFh6OnpYW9vT3R0tHBZpqWlUVBQgJaWloCgx8b+H+y96V/P2R//f6+ktGjTvqi0KbRRRIWUIhKVfd/XGcuMbQwag7GUvTAz1rFG9pJiqCztoV1po9KifVe/C26d3/f7u/S59Ls05x9Ier9fr3Oe5/G43+9x584dbt68SWFhId7e3kRGRpKUlCSumQYOHMidO3eA75sKBQUFwsPDcXd35+nTp0yaNIkXL17g5OREXFwcAQEBvHv3jvT0dOH0dHV1FS8vHR0dnj17JrJZnp6eyMvLi9p9dnY2Fy5c4MyZMwwZMgRDQ0O8vLwIDg4W2TAvLy9iYmK4dOkSkydPprCwUOA8fvjhB9TV1UlLS8PLy4vk5GTxkDQwMBAbpKysLEaMGMHNmzfx8PDg1q1bIvB+4cIFbt26xfTp09m6dSstLS2UlpZSWlrK+vXr6erqAr7nQhobG6moqGDQoEH8+OOPuLi4IC8vT3V1tdg4HD58mKFDh6KgoICcnBz9+/cXGZo7d+6wY8cOmpqa0NHR4cSJEwQFBQHfp35Dhw5FRUWFyspKjI2NycjIIDs7m7lz54pNaXl5ufCwqqmpCcBpUlIS8fHxaGtrs3PnTq5du4aGhgbXr1/n9OnTPHv2TDRH16xZQ2pqKnV1ddjY2HD//n3k5OSYNm0aISEhQsAcFBTEr7/+Sl1dHRMmTBC5S/h+7fDu3Tt27twpvKCKiooUFRVx7do1JCUlUVJSYuDAgcIJWVxcjJubG/7+/sD3F7GGhgZRUVGMGjWK/fv3ExgYyJ07d8jMzGTbtm2cOHECSUlJ0bKeNWsW586dE2iNMWPGCI9rz6TC0NCQrq4uxo0bh5aWFhoaGiIIfu/ePVRUVGhvb2fcuHEApKSkUFVVRWxsLLNnz8bc3JzW1lbevHkjSgL+/v7s3r2bPXv2cOrUKeTl5Vm4cKFwn/ZsNoyMjNi1axdKSkosXLiQlJQUfvrpJ7KysoiOjsbFxQVra2vRVo2OjhaID0NDQ75+/YqhoSH9+/cXIG0jIyMCAwN58OABCxcuZPny5XR0dJCfn09tbS0eHh7iulBfX5+IiAjk5eW5ffs227dvx9nZmYkTJxIWFoa1tTX29vaimTdmzBicnZ2RlZUVn/XY2Fjy8/OZP38+v/32G7t27aKjo4OdO3cyfvx4YmNjcXFx4cSJE6xbt46GhgZaW1vFQRG+t6SvX7/Ojz/+KNrG8D0Qr6CgwJ07d4RxwdzcXEjBT58+LTZ5U6ZM4ejRo+zatYvffvsNJSUlVq1aJbK9I0eO5Ny5cwJUrq+vj5qaGqGhoeKaH74H142MjASz7Pjx4+zcuVN8/uB7blBZWZnLly+L72QPdqmHjamoqCg8lz3+Z0VFRWJjYykvL0dHR4eCggLB4svOzmb9+vUAhISEMHXqVCIiIjA0NCQtLY05c+aQkJCApaUlQUFBjB07ljlz5vDlyxcCAwOpq6sTV5UA/fr1Ew1oZ2dn2tvbxeGvs7OT2tpawsLCWLJkCc7OzgQHB+Ps7MzQoUPFc72srAxnZ2cGDRpEWloaNjY23LhxQ2TtcnJy6N27t8jERkZG4uDggKqqqoiBPHjwgEWLFjF58mQ+f/5MS0uL2KCfOnWKsWPHsmHDBpycnDA0NKSyshI7Ozuqq6vFlXRAQACtra3U19dz8+ZNpk+fTm1tLW1tbURHR3P16lUuXLhAQ0MDa9asISgoCH9/f5FN7vm7amtrExYWxtevX/H19eX58+d0dHSwY8cOBg0axPv37//bqP0vy8bGpjs8PJyoqCiam5uxs7MjJiZGnKoBDhw4wKFDh7h58yYlJSWkpKRgZmYmFEEVFRVMmDCB+vp67t69i7KyMs+fP+fgwYPA94dTS0sL27dvJygoiBs3bjBy5Ehu375NVFQU9+/fJywsjLCwMK5fvy5G+lZWViKTtWLFCq5evUplZSVtbW3cv3+fMWPG8OnTJ/GwXbp0KRMmTOD06dMEBARgZWVFr169sLe3B74HI3tYMdOmTRMnsytXrhATE8OUKVOIj49nxIgR1NXVMW/ePI4dO8a6deuIiooCvr+IAwICkJWVJS4ujt27d6Ourk5ISAiZmZlkZmYiLy9Pdna2uOLNycnByspKvFTevXvHhg0b/q+/w5s3b7h//74oPDx9+hRZWVnGjh2Lg4MDPj4+9OrVS9S4u7q6GDRoEElJSUhKSrJr1y78/PyEcN7Pz0+IpdevX8/8+fO5cOECXl5eIvvT3NxMUlISnz594s8//6S7u5u9e/eSnZ3NgQMHSElJYcyYMRgaGpKcnExqaipycnKMHTtWcLPS09Npa2sjJCSEc+fOsW/fPjZt2sSbN2/EFViPnqyxsRF9fX0qKiqYNm0aW7ZsAb4/WHx8fGhsbMTZ2ZnS0lI2bdrEggUL2LVrF52dnWRnZ5OdnU1lZSUXL17k1atX2NnZiQ1jbm4usbGxODs789dff7F48WLWrl3LuHHj8PHxwdvbmwcPHlBaWkpnZyfXrl2jpqYGMzMzQeRvamoiNjaWL1++cOTIEaZOncrixYvFtcrEiRPFdd69e/c4deoUgYGBWFpaimDt/fv3Reatq6uLuro6du7cyfHjx4mNjcXNzY3ly5ezYcMG1qxZw+7du9m8eTMrVqwQU5fu7m709PRQVlYmPj6e5uZmxo4dS1NTE0+fPmXWrFk0Njairq7OmzdvuH79ulBH/X+faX/88QebN28mLi4ORUVFGhoagO8blz179qCgoMD48eP59u0b3d3dtLW1MXToUOB7CUhOTo6BAwfy22+/ER4eLiTvr169Ql5eHhkZGXx9fTly5Ahfvnxhzpw5HDx4UPwuPZqbY8eO4ePjQ3t7O+3t7VRXV3P27Fl27tyJnJwc2tra3Lp1CxsbGxYuXMju3bvFQa9n89nR0cHChQv58uWLaF2/ffuW+vp6MjMzGTJkCA8fPsTR0ZHBgwcTHh4uyjc9lHhdXV0UFRUFq2z58uWsXr2ayZMnExoayoIFCzhx4gQvX77E1dWVH374QSAtYmJiBBpoyJAhZGRkYGpqioaGBpGRkXz58oXRo0ezb98+Jk2aJLRdPYcCQBxAenhsbW1t4npw06ZNXLp0CSsrKxISEtDW1qZ37960tbVx5MgRAf8uLS1lxIgRNDc3c+bMGUpLSzl+/DgFBQXk5+eTk5PDrFmzePLkCcOHDycwMJBhw4YxdepU8d1fsWIFK1euRF5eXhxQGxoaUFBQwN7eniNHjgDfm5CvXr1i8+bNaGpqAggigLOzM/Ly8pw+fZolS5bwyy+/MG3aNKHg27hxIydPniQjI0MYbno4nD25vx6O4bVr11BQUBCt/h7O3dKlS8XBIigoiJaWFvr06YO7u7vIKO7evZt+/fqRm5sr8mA9Dee4uDhmzZpFTk4Od+7cwdzcnJqaGnr37o2BgYHgC4aGhnL27FlsbGzYuXMnV69excbGhoqKCtLT0xk0aBCqqqrU1NQgIyPD2bNn8ff3FzcK8D2XmZuby7Jly0hJSRHZ23/++QcTExPs7e1pb28XwNotW7awb98+IiIixOG5T58+bNmyhYMHD1JWVkZJSQnHjh0TGrXZs2djYmJCUFCQ+G7D90Nmz1CjqqqKX3/9FUNDQ/r27UteXh6Kioqkp6cjJyeHoqIi0tLSdHd3IysrS69evbh9+zb79u0TG0B9fX1mzpxJW1sblZWVeHp6Eh0dTUZGBmZmZiIicOrUKQoLC9m4caOI4vSgrI4dO0ZiYiJ79uxh9OjR2NnZiUb83LlzmTdv3v80UftPIQWcOnVqV2RkJHV1dUI90tHRwT///ENMTAz19fU0NDQwf/58NDU18fDwEAUCBQUFoqOjBUjV2dkZV1dX9u7dy6hRowRXraclExwczNatW8U1o7KyMra2tqIl6ufnh4GBAcrKymhoaGBqaiqmYzU1NWJzZGBggLq6OvX19WhraxMTE4ORkRFRUVHMmDEDNzc3xo8fT1NTk9A0wfeH5OPHj/H29iYjI4NVq1Yxc+ZMiouLsbW1FafswsJCpKWl2b9/vzAWODg4MGDAAJ49e0Z5eTnPnz+nvr6eBQsWEBERwZQpUzA1NaW4uJi+fftiamoqsBR+fn4cOHCAzs5OoQXqCTnv3buX7du3Y2Fhwdq1a3F0dOTGjRvcv38fCwsLpKSkUFNTQ1lZma6uLry9venXrx9BQUH06tVLaD0UFBQwMDDg9evXaGpqUlJSwtq1a7l8+TKKiopMmjQJOTk5zpw5Q3JyMsnJyWzcuJF//vkHZWVl9uzZw44dO9DX12fVqlXo6emRlJREbW0t27ZtQ0FBgY6ODrS0tAQbDL5PboKDg8U1oYyMzP/F9rKwsEBJSYk3b94wffp0oqKiUFJSYsqUKfj7++Pg4MDcuXMxNjZGQkJCZLuGDBnCokWLiIiIYP369cycORMdHR0Bcqyvrxd4lbVrvxelW1pahN9VW1sbeXl5TE1N2bZtG8HBwSgoKJCZmYmRkZFwC9rY2BAaGkpCQgLR0dHY2NgwYMAAYc1ITU0lPz+fgIAAFixYgL+/P7/++itdXV3Y2try/v17PD09xf9HD/G9x2GppqaGhYUF3d3dwj3Y0dFBXV0dY8eOFRufHmNDVlYWxsbGNDY28uLFC0aOHEliYiLjxo2jqKgIOzs7Aahct24dxsbGTJs2jeLiYkJDQwX1vcek0djYiLy8vFC69RREHj58yMaNG1m0aBG2trZYWFiwZ88e1q9fz7lz58jMzMTc3JwvX75w8+ZN5s+fz969e4mLiyMyMpKnT58KPpKzszPLly9HUlKSuro6FBUVycvLQ0dHR7ggZ8yYgYuLC+3t7bx48YKamhqUlJSQlJTE0tKSsrIyjI2NmTlzJmPHjqV///5cvnyZFy9eUFlZyZo1a/jw4YPYxOjo6HDnzh2io6NZvHgxTU1NWFhY4ODggK2tLcrKylRVVdHd3U1DQwOZmZksWLCA6upqTExMOH78OJ2dnXh4eODi4kLv3r0ZOnQo//zzj9AY6enpCbVSVVUVRUVFWFpasnPnTqZOncqzZ8/4/fffycjIoG/fvhQXF2NnZyeKR5mZmbS2tgpYqIyMDM3NzcjJyZGbm8uDBw8wNzfn2bNnzJgxAzk5OfT19TE2NkZOTg5nZ2fS0tKQkpLihx9+QF5eHllZWdFcDQkJ4aeffkJXVxc1NTWuXLmClZUVkydPprq6moqKCrGZWbhwoXBZfv78mdjYWCoqKigvL2f69OmEhYWhpaUl4LXl5eVs3boVeXl56urqMDQ05MKFCzQ3N2NpaYmmpia7d+/mzZs3ODo60traSlpaGvPmzePatWuYmJiIjF1+fj5bt26lqqqKkJAQpk2bRnt7O3379qW6upr4+Hjx+fLz82PIkCFcvXoVOzs7rK2tkZGRIS8vj9evX3P16lVRZIuNjUVWVpaOjg4aGhro6urCz88PLS0tXr58ibS0NE1NTXz+/JnOzk5mzJiBhYWFAGVfunSJhw8f8uOPP6Krq8vXr1+ZPHmy2IDLysqSl5eHv78/8fHxfPjwgZkzZ6KlpYWfnx/r1q3j119/5dmzZxQXF1NYWMjUqVM5deoU/fv3Z9KkSSQnJ6OkpMT8+fNJT0/HxMREaN7GjRsnbnXmz58vHKGpqak0NTUxYMAAjI2NMTIyYvDgwWI61q9fP548ecK2bdvE+7ChoYHi4mKUlJS4du0as2fPpry8HF9fXy5cuICampooWri7u5ORkcGkSZOEd7pH83fx4kWmT59OSkoKmpqaPHr0iB9++IF//vkHV1dX3N3dGTx4MIGBgejq6grcioGBgXhe9IC5y8rKOHjwoAC679q1i7t37zJ79myUlZV7nKv/uT7/l7Vv375dkydP5sSJE5w/f54rV65QXl5OcHAw48aNIyAgADMzM5ycnLh06RIpKSn07duXBw8e4ObmJoLcCxcuJDk5GXl5eby8vDh16hQODg4CJqqqqoqrqyuNjY0cOnSI7u5uysrK8PLyYsGCBQQEBFBUVMT9+/eJj4/n1q1b1NbWMnr0aGRlZYmMjOTo0aPs2LGDsLAwMWUpKChg586d3Lt3D0dHR/z8/Jg0aRKfP38WmbvKykoqKiooLS3l27dvQmPS43mTkZER9OweplJdXR1GRkYkJibi6emJhIQE3759E6C+KVOm0NjYiIODAwYGBuzatQtXV1fs7e158+YNQ4cOpV+/fnz48EF4Ah88eEBZWRkTJkxAS0tL1Jo/f/7M+vXruXLlCt3d3eTn5/Pt2zcWL14stEf9+/fn5cuXeHl5ISEhgZGREREREcyYMUNAMceOHcuXL1+IiIjAxsaGx48fk5ubi5aWFtbW1nR2dgroq5+fH5cuXWLXrl18+/ZNTB6HDh3KgAEDgO9Tl9LSUjH+NzExYc+ePXR0dHDjxg1evHhBc3MzJiYmjB8/npKSEl69ekW/fv0YNmwYkydP5ujRo5SWlgq/3Lt379DQ0KCwsFB4Xqurq/n8+TN37tzhn3/+QU1NDSsrK1paWnj79q0QSjc0NPD582eGDBlCdnY2DQ0NYkMCcOXKFRwdHQkPDxdNMmVlZebMmUNaWhq3b9/G399fBN9tbW25fPkyc+fOxc7ODnd3dx49ekR5ebmwZmRlZbF+/Xr69u0rQsf6+voMHz6ciIgI9PX1aWpq4uPHj3z8+JGioiKysrJ4/vw5urq67NmzhxUrVnDp0iV+/fVXtm3bhry8PLa2tty9e5dx48bx5s0bEhMTmTFjBtbW1gKIGRYWxpAhQ3j79q347mzevFngLHo2LwkJCbi7u5OTk8PGjRv5999/GThwICEhIdTW1uLo6Mjjx48ZNmwYbW1tVFdXY2dnJ1pelpaWREREYGFhwatXrxg5ciTGxsYMGzYMe3t7xo0bx+PHj2lubhbTg66uLj5+/MiuXbtwd3dn9+7dtLe3o66uzqNHj1i1apVADMycOVNoaioqKpCVleXZs2esXbsWU1NT0tLSBNpm5MiR+Pn5ERYWRlVVFQ0NDSgrKzN69Gjk5eXZunUr9vb2XLx4UehrUlNTmTlzJhcvXkRKSorW1laKiopE/u358+fi5//888+Ul5fj4+ODi4sLLS0tZGRkiNbbvHnzuHHjBtLS0syZM4fr168TEBCAoaEhGhoaNDU1YWZmRktLCx4eHsydO5egoCCOHj3KunXrxHSn528M3/OJPj4+wPer/BEjRqCnp8fjx49FcUtBQUHw2UaNGkWfPn2oqqpCUVGRMWPGcOXKFYyNjens7CQ3N5dHjx7Ru3dv3r17h7m5OVFRUYwePRoTExPKysrEdDo8PFzopno2Bn379iUhIYHAwEDhHXVwcCAlJYUlS5awZMkStLS0GDhwIPfv3xc/p7a2lsePH9OrVy8+fvxIRkYGFhYWQoX29u1bjIyM2LZtG35+figoKBAXF4e7uztGRkYcPnwYR0dHNDU1CQsL48OHD7S3tzNr1iwKCgqor6+nX79+FBcXo6+vj5OTEwoKChQXF9PV1YW/vz+LFi0Sn0F9fX1sbW3JzMzE2dmZ+Ph4+vTpQ01NDRkZGZSWlqKiosL48ePR19cnLy+P1tZWMjMzxQFq3rx5XLp0Sbz/2tvbqaysRFpaWky0YmJiyMrKYuTIkWhpabFp0ybi4+NZvnw5ly9fZv78+WJTFRsby8mTJ9m9e7fwLvv7+yMtLU1gYCCLFi0iOTmZe/fu8e7dO2JiYoRDt7W1laioKCZOnEhNTQ2TJk3iypUrDBgwgK1bt7J06VKBZRkwYAB6enoYGBgwfvx45OXlGT16NAMHDqSqqoodO3bg4uLCo0ePeP/+Pa2trTQ3N1NQUMC9e/fYsWMH7969Izg4mEWLFomSnqOjI9++faOWZDeAAAAgAElEQVS6uppDhw6hpqaGp6cntra2gmk5cuRIsrKyqKqqoq2tjStXrpCens4PP/yAu7s7p06dIiIiggULFpCXlycmqQkJCezcuRMNDQ0SExN58uTJ/yRl/+/qEzAzM+s+efIkeXl52Nvbk5mZiZKSknDkWVlZkZycTFhYGCUlJezcuRNzc3OuXr0qHuD19fXo6uqK1mdPHuD/u9ra2vj06RN6eno8fPiQV69eiQpyeXm5yLYUFBTg5OTEnTt3RMD627dvbNq0CU9PTxYvXoyKigqBgYEsW7aM3r17ExAQQGBgIGlpaUyePBlNTU2MjIzEnTh8DwNnZmbi6upKdnY2Hz58wNvbm/3792Nvby+yXocOHeLRo0ei5n/jxo3/qxo/ceJEvn79SmxsLNeuXWPRokW8ffuWKVOmiGq6mpoazs7O7Nq1i4sXL/L8+XNxxXb//n0mTZrE7du3OXr0KFeuXEFWVpabN2+K0H56ejr5+fnk5+fj7+/PihUrcHV1FZmNtrY2urq6sLa2Rltbm4sXL+Ln54eRkRFHjx5FR0cHLS0tWlpaaG5uprOzE0VFRdzc3AR0VEZGhvT0dBobGwkODsbBwYFRo0YxZcoUFBUVxc95+vQpZ8+eJSwsDElJST5//iyuo0xMTFBRUSEtLY0XL14QEBCAmpoab9++xcHBAWNjYyQlJQXjztfXl6KiIpKSkgRsUl1dnQ8fPqChoSE+H4qKirx7947Pnz+jo6MjxvY9+rGCggLWrFkj1F76+voipG9iYkJ+fj6nT58mKCiICxcukJGRwdatW0lISKB///7Y2NgA34PZPWHxSZMmidPtvn37GDlypHDrBQcHs379emJjY2lra+PixYsix3n48GGuX/8uAQkNDRX/jhEjRlBWVibKFe7u7mzbto2DBw/y22+/UVpaSklJCSdOnMDV1VX4D8+fP4+dnZ3IilVVVdHc3Exra6twgmZlZZGQkMD8+fPJzs4WWIWeIK+BgQFPnjxBXV2dIUOG8OnTJ+7fv8/EiROprq6mtLQUKysrhg8fzrlz5wgPD+fw4cPk5OSIwsqECRP49u0bbm5uHDhwgCVLluDi4kJZWRkXL17E39+fpKQk0tLSWLt2Ldra2rx7945Xr14JrU7PC1lSUhI/Pz+Kior49ddfWb16NYMGDaKlpYXz588zefJk8vPzSUhIoKCggCVLlohnUEVFBU+ePBEZmTVr1vDPP/+QmZnJ+vXrsbCw4NatWwK3cu/ePYyMjKivrxfZxKioKDw8PEhNTSU1NZXp06fz5csXLl26hK2tLQ0NDcjLy+Pj48O///6LvLy84B72QJXNzc1pa2sjMTERX19ftLS0iIyMZP369fTu3ZuDBw8KxZW3tzd9+/YlMTGRU6dOibD469evuXfvHmvXrkVKSgoZGRmUlJRobGzk6tWrmJqaCpXdgAED0NLSYtSoUUhLSxMSEiK+c+rq6tjY2HD06FG0tbUpKCgQ+qhVq1bh6upKd3c3VVVVnD9/XhgG/s881fPnz3FxceHq1ascOXKEkpISNm/ezIwZMxg2bBg3b96kubmZ4cOHk5mZiYGBAV1dXQKaCt/Zch8+fKBPnz50dXVRVlaGpqYmHz9+ZMOGDSgqKnL69GkxWelB//To0nrk32pqaixYsIDg4GBWrFgh1GRSUlK8f/+egoICVqxYgZmZGV+/fqW0tFRoDo2NjcUmqbi4mN9++43g4GBsbW1xdXVFWlqajo4O7ty5g66uLsOHD0dSUlIYRHq+c0eOHGHDhg389ddfbN68mdraWoqKiti6dav4fR88eCA2q8HBwQCivd7TDNbS0uLs2bPCsADfTRDTp0/n3r17ODg4MGbMGG7dukV8fDwtLS2iNNdTiGhoaCAyMhJ/f38uXbokChWxsbECQP3vv/9SW1vL+PHjUVVVFdenkpKS1NTUsHz5clF2a21tJTo6Gm9vb+7fv4+BgQFHjx4VOsCeYkNNTQ0Ac+fOxcTEREQ6Hjx4gLe3N+3t7fTu3Zs1a9aId5iqqir79+8X5aaePPeKFStwcnKirKyMwsJCdHV1qa6uJjk5mYcPH1JSUkJSUtJ/V5//yzp79uyuQ4cOERwcTHt7O1evXhXC7169elFQUEBcXBzDhw9n1apVot02btw4IiIi0NbWpqqqiuzsbKysrAgPD+f169fIysoSGxsr6sB79+6ls7MTR0dHJCQksLS05O7duxw6dIjMzEwsLCwoLy/H0NCQAQMGUFZWhp6eHl++fEFCQgIVFRUMDQ3JysqiuLiYL1++cOHCBTo6OigrKyMzM5M1a9ZQVlaGp6cnoaGhIqjf0dGBlJQUJ0+eFI7RiooKHB0dWbRoEdOmTePmzZuMHz+er1+/8tNPP3Hv3j0KCwuxsLDgxx9/ZPz48SKsnZSUhK6uLk1NTZSUlPDzzz/j4uJCVFQU0dHRzJ49m+nTp4uXX1lZGTk5ORw+fJgbN26wY8cOzp8/z/jx4/H390dLS4ukpCSUlZUFsV5CQoIbN24IIOmoUaNQUlIiJyeH+vp6nJ2d6e7uxtPTk2fPnqGoqChEzgsWLKCrq0u47BYsWEB3dzelpaUMHz6cLVu28OrVKxYsWEBxcTHe3t7i+qtns7R79268vLxISUmhsrJSPAiio6OZOHEilpaW2NvbIyEhwYgRI9DQ0GDlypVCvZOXl4eWlha3bt3i8+fP7N69m6CgIDZu3IisrCw2Njbk5+dTVFQksjqdnZ2EhIRw5swZMbnsaZTW1tZiZWXFmDFjxAO4oqKCU6dOkZiYSG1tLSdOnGD58uX07t2blJQUUlNT8ff359WrV6ioqJCens7ChQt58+YNOTk56Ovrs3XrVmbNmsXgwYNRVVXlzz//pE+fPpSVlREfHy+YRenp6WRmZuLr68vKlStJTExk6tSpxMTEICkpyaZNmwgICCAyMhI7OzumT59OVVUVlZWVqKio8PHjR9zd3dHX1ycnJwcNDQ26u7v5888/aWhoIDQ0lDdv3ogSgqmpKcrKynz8+JG3b9/Sp08fXr9+TXBwMDdv3sTIyAhpaWnRTH7//j0XL14kKyuL7OxsCgsLUVdXF57MGzdu8Mcff6CsrExcXJxo3YaGhrJlyxauXr0qig6bN29m2LBhuLi4oKyszNu3bxkzZgx///03bm5uxMbGYm5uzrVr16iursbT0xMrKytevHiBg4MDf/31FxcuXGDBggUYGBjQ2dmJgYEBq1atYtOmTWzfvp1+/fpx7do1Vq5cyQ8//MCZM2fQ1NTExMREHJhMTU1pb28nKSlJTOo2btxIbm4u8fHxQl/l4OAgFF2zZ88WGbU9e/YIufvLly8ZPHiwAG6+fv2auLg48vLyBGx79OjR7N+/n6SkJLy8vITT08jISJg+Kisr2bx5MwUFBdy+fZuqqipMTU3Zs2cPenp65OTkMGXKFHR1dcVEsby8HFVVVUpKSpCRkeHbt280NjZy+/ZtzM3NRQZu9OjRpKSk8O7dO1avXs3z588FVuTJkyd8+PCBqqoqhg0bRldXFy9fvmTRokXo6OggKSlJeno6nZ2dyMjIMGvWLJSVlZGVlSUsLIyJEydSXFzMwIEDUVNTE9DxGzduIC8vz/bt27G2tmbhwoV8+vSJ5uZmPn36hJWVFQMHDiQmJoaRI0cKJ+TAgQNRVFRETU2NjIwMuru7UVFR4ffff2fGjBl0dnaSl5fHy5cv6erqwtDQEElJSZYsWYKTkxP19fXIyMiQlJTEggULCAkJISEhgfb2dtzd3enVqxfV1dWMGjWK5ORkvnz5wsyZM0lNTSU7O5tRo0Zx7NgxPn36hJSUFBYWFuTl5QlfZ49q0MTEhMrKSl69esXbt2/x9PTk3bt3lJWV8fr1a0pKSoQL18LCgqKiIuGV/uWXX8jLy6O+vp7Kykr+/PNPzM3NKSsr46effqJPnz5ISEhQXl5OZ2cn/fr1Y926dWhoaAh0jYyMDNLS0gwZMoQdO3bg7e2Nm5sbly9fFmWe1NRUGhoa+PTpE1FRUWRkZKClpYWqqipycnIcO3YMLS0t6urqxPWhtbU1kyZN4vHjx6xdu5arV6/S3t5OZ2cnGzduFM+Lzs5OkpOTsbKyIiMjg7q6OvT09Ojo6GD58uUkJSUxbNgwsrOzqa2tZfny5Tg6OtK/f3+2bdvGoEGDUFZWJicnh8TERH799VdmzZrFqlWr8PDwYNmyZaLEUFNTI0pzurq6DBkyhHv37pGens6wYcMwMDCgT58+ODk5oaysTHR09P909fm/YXH/W/+t/9Z/67/13/pv/bf+W/+/r/8masDWrVt3ZWRk4OHhgbq6Ov7+/mI8Licnx8KFC1FRUWHAgAHk5OSIq4ePHz+SlpaGvr4+I0aMENqL2NhYrl+/jru7O8OGDcPY2Fh4PNva2mhra2PHjh00Njby888/i1G5kpISo0ePZv369ejp6fHixQtaWlpYt24dw4cPx8DAgJSUFFJSUrCwsMDFxYVDhw5hYWFBZWUlaWlpZGVlCSifvLw8kyZN6qkA06tXL7y9vSkrK6O9vV3ARr99+0ZFRQV79uwhMjISa2trTp8+jaKiIlJSUri5ubFgwQIePXrE/fv3qa+vx8fHh8TERKSkpLCyshLi856TXFhYGAMGDMDHx0c0EZ2cnPj8+TMGBgZYWFjQ2dlJZ2cnRkZGTJ06FUdHR8aMGSNgkz04EwB3d3cMDQ3p7u5GWVkZAwMDTExMRHuoh0jekxloaGjgwIEDzJgxg9TUVHR1dXn9+jVSUlL06tWLvLw85OTkMDY2prW1lStXrqCiooKbmxv9+/cXZRAVFRVR9AgPD8fKykq0lqKjoykuLiYnJ4eXL1/Sp08fLl++jKysLA0NDVy7dk3I1XsI8aqqqsjIyCAjI8OnT5/IysqipKSEzs5OrKys+PDhA0OGDGH16tVcunRJNIx1dHQoKSlh0aJFKCgocOrUKWxtbVFVVaWrq0uEbZ2cnIiPjxf5GSMjIz59+oSamhrz5s3DyclJ6MSMjY2FKzU3N5fPnz/T1dVFbm6uOHk+ffqUMWPGcODAAerr69m7dy9bt26lubmZyZMns3HjRqqrq+nXrx/Kysq0tbUxceJE1NXV6erqYtOmTXR3d5OZmcmWLVsIDQ2loqICJycn8vLy2LRpE+fPn2fatGmEh4cTFBSEh4cHHz9+xNPTk4aGBp4/f460tLTQtT158oS6ujpiYmLw9vbmy5cvXLlyhYULF3L//n0sLS1RU1OjuLgYTU1Njh49KhrRsrKyGBgYoKGhgZubG/X19eI6OTAwkNraWvbu3cu+ffvIysqid+/eeHl5UVVVRVxcHEeOHKGrq4urV6/St29fOjo62L59OzExMdTV1eHq6kp6erpQXGVnZ/PgwQPi4uKQk5Ojvr6eOXPmCO/gs2fP2LJlCyEhIQQHB/P+/Xu8vLxQU1MjNzeXnJwcPnz4wNOnT3F3d6e7uxs1NTW6urpoa2sTxZfU1FQiIyPZs2cPiYmJ3L17l61bt1JSUsKRI0e4f/8+Tk5OGBsbU1xcjL29PQ0NDYSHh7Nx40Y2bNggPIkVFRU8fvyY9vZ2Jk2aRP/+/UVsQEtLi3v37uHq6kp4eDje3t74+fmhrKzMmjVryMrKYvXq1UhLS1NcXIyioiKqqqoUFRXh6+uLqqoqra2t4t8wdepUVFRU6NevH3V1dfTt25f379/T1dVFfHw8cXFxPHjwQEwON2/ejJeXFzU1NSgqKoqslba2NkuXLsXCwoL+/fuL8Pvbt2/JzMzEzc2N6OhoBg4cyMmTJ3n9+jXz58+nrKwMd3d3kpKSmDVrFtLS0sJzXFxcjLOzM3Z2drx9+5Zly5ZhY2NDeno6L1++FO3mHq3b8+fPMTU1RU9PDxkZGWxtbbG1taWsrIx169bx7NkzLly4gLGxMfv37+fBgwc8f/6clpYWnj17hpmZGWPHjkVNTQ1dXV0qKyuJiIhAR0eHyspKZGRkGDFiBOXl5VRXV4s8pIWFBW1tbTg6OuLs7Mz79+/Zu3cvDQ0NuLq6CgB3DyS8J/v38OFD8ZnvmbB++vQJPz8/XF1d8fHxITIykvDwcNTU1LC2tmbw4MEoKyvT1NTEvXv3+PjxIxEREUydOpV+/frx9etX7O3tsba2JiEhgcTERFHWSElJ4eeffxZYprNnz3L37l0CAwPx8fFBRUWFgQMHYmlpiampKXFxcdjZ2XH9+nVmzZpFd3c3X79+pba2VgCL09PTiY2NZeDAgWhqaqKoqIiGhgYyMjI8fvyYlStX0qtXL9TU1Fi3bh3btm1DT09P5JaVlJREbCYxMZG0tDQ2b96MmpoaXl5euLq6Iicnx65du5g/fz719fWsWLFCGA+kpKQYOnQof/31l2h3V1dXY2pqSk1NDRMmTBBGEhkZGfT09Pj06ROampqUlZXx+PHj/8oE/+s6ffr0rufPn1NaWoq6urqA0y1evJibN2+KVuC3b994+fKlQA3MnTuX1NRUWlpaGDFiBPn5+URERDBhwgQcHBzIzc0Vm7Pu7m4eP36Mn58fL1++ZOPGjbx9+5YjR47w9etXNDU1effuHQkJCWhqajJ79myampowMDDgzZs3ZGRkiE2ftrY2UVFRzJo1C01NTaysrLhz5w4KCgqC0n3+/HkMDAy4ePEiqqqq9OvXD01NTVRUVEhOTsbb25uXL18yYMAAPn36xIYNG+jbty/q6uqiWZebm0tMTAx6enqsWrUKTU1N7OzsOHPmDJ8+fWLt2rUkJiYyatQoysvLuXPnDlFRUQQEBODi4kJRURHHjx/n06dPlJWVERoaKhpKd+/excLCgt27d3P37l0GDhzIlStX6NWrF3JycnR0dLB48WI2bdqEtLS0CLP3vHSNjY25efMmtra2Qu8yaNAgKisr0dTUJCYmhl9++YV79+4xb9488vPzOXLkCFJSUsycOZOKigo0NTUZOXIkhYWFzJ8/n7CwMFRUVMjKyqKurg45OTmGDBmCgYGB2CiEhISgra1NSEgIixcvRkdHhzdv3qCrq8vEiRNpaWnB0NAQW1tbkpKSePXqFXPmzOHChQu0t7ejqamJn58fQ4cO5dWrVyKDM2/ePAoKCjA3N+f169dcu3aNCRMmoK6ujoSEBKqqqty+fVtc7zg6OpKUlCQeyD1GBh0dHaKiojAxMWHOnDmkp6ejrKxMZmYmTk5OSEhI0Lt3bx4+fIiqqio6OjqilSUnJyfgkwUFBZw7d46mpia8vb0F4kBSUpLY2FjB/TI3N2flypU0NDSQkpJCaWkpubm5HD9+nNWrV7N69WqGDh3KkydPaGxsxM/Pj46ODrZu3cr8+fNpb2/Hy8uL+/fv4+rqio6ODhISEsTHx1NaWkpBQQFKSkr07dtXtGo1NTXR0NAQflwDAwMGDx7Mq1evhL4NviMcysvL0dbW5ubNm6LBd+TIEebNm0dlZSX19fV8/PhRtCGbm5vR1tZm3LhxTJgwgZaWFgGntrKyEiiX3Nxc7OzsGDt2LAB9+/bFxMQEWVlZtLS0xJVHfX09ZmZmzJo1i8jISGxsbMjOzkZJSYn+/fujpKSEoqIiLi4uIn9aUVGBr68v/fv3p1evXnR1dYkGm6KiIu3t7eJaa+HChfz7778YGhoyYcIE4uPjMTQ0RF5eHnd3d7S1tRkwYAD29vYsWbIER0dHnjx5goeHB3fu3MHMzIyCggJKSkooLi4mPDychIQEli9fzogRI7h06RJnz54VebeOjg6GDBlCSkqK4KylpaWxceNG4YO9fPkyt2/fxtTUlJs3b/Ljjz8SEhKCtLS0uJL28PAQDs78/HzOnDlDYWEhHz58QE9PDyUlJaZOnUpZWRkODg6oqamhrq7OxYsXSUhIID09HW1tbaZMmUJ3dzd9+vRh1qxZPH/+nNDQUMzMzBg8eDBZWVnMnTuXfv368csvv6CkpISDgwNmZmY0NjZiYWHB33//TW5uLpKSklRWVnLv3j0OHjwoUB9PnjxBWlqa0NBQVq1ahY6ODmvXrmXMmDE4OTmxe/du4uPjBSQ6Ly8PeXl5NDU1+fvvvxk/fjxLly4lJSUFJSUljI2NcXZ2RklJCUtLS5ydnUWY/vLly0K/lpWVxYQJE3jx4gX9+vVDVVWV/Px8ZGVlcXNzQ0tLiz///JPS0lJ27txJYmIir169olevXtTW1tLR0cH48ePp6OggNzeXlpYWysvLaWlpoaKigpiYGCE3V1NTIy4ujl69eqGiokJNTQ3Hjh1j2bJl4pkQERGBi4sLubm5/Prrr2hpaTFmzBiR0cvLy2PIkCE0NTVRU1PDhg0bCAgIoE+fPtTV1QlNF3zHzKxbt44FCxbw5MkToaXr2UA/ePCAZcuWAZCUlMTIkSO5cOEC69evJywsjNmzZwvrhL29PWfPnsXU1BQJCQkkJCQYNmwYqqqqJCcni+/44MGDMTMzY+bMmXh6etLS0kJdXR06OjpUV1czaNAgodk7fPgwc+fOZf369Tx9+pSOjg66u7uRlJQkOTkZPT09jhw5wvDhw7GysiIoKIi4uDhmz57Ntm3baGhoEBvihQsX8ueffxIaGsquXbtobGxER0cHWVlZrl+//j+VCf7bqAEnT57cZWRkhLKyMoWFhUhJSZGSksKMGTMYPXo0ly9fpr29nYaGBjZv3szevXuZPXs2N27cICwsjLi4OAoKCpgwYYIQVKurq5OYmEhNTQ35+fkcP34cJycnuru7hTKlvLwcCwsL5s6dy4MHDzAxMcHT05O+ffuipaXFli1bePLkCbGxsbx+/Zpbt24RERGBra0t+vr6XLlyhbq6OgGulZOTw8rKipCQEDZv3kx5eblgpFlbWyMhIcGHDx/Iycnh/PnzZGVlsWnTJnGa6AELWltbc/78eX755ReKi4vx9fXl8OHDFBYWUlRUxOXLl5GTk2PGjBmoq6vT0dFBZGQkmzZt4sWLF/z555/o6enh4uLCt2/faGlpYeXKlUhLS4v2jYqKChISEjx58gQzMzOSk5OFUktXVxcJCQl++eUXCgoKiI6O5sCBA+zbt48DBw4QEREhmFHHjx9n3rx5ZGRkoKioiI2NDdHR0fz8889s2LCBqVOnoqOjQ2NjI2vWrOHIkSMUFxdTWlpKZWUlAwcO5Nq1a0IL8urVK8LDw/H19cXAwEA4Q/fv34+npyeBgYFkZWWJHEhHRwdjx47Fzs6OY8eOCZ2Trq4uXV1dTJs2jczMTGbNmoWhoSEjRowgMTGRz58/8/r1a5SUlOjs7OTFixcUFRWRnJxMVlYWOjo6lJaWYmRkxPv37/n48SPr169n7NixHD58GHd3dzQ0NHBwcEBFRQUDAwOcnZ1paWlh+vTpeHh40L9/f4qLi6moqGDo0KF0dnayYMECrKysMDY2Fi2n8PBwtLS06OjowN7ensGDBxMQEICBgQF1dXWcPXuWqqoqIbP+8uULKSkp+Pr6oqSkxMmTJ/H29ubp06c0NTVhbW3N2LFjMTExEeH3AQMG0NraSm5uLoqKiowbN47evXtTUlLC9evXMTMz48iRI/j5+QH/LxRVRkZG5E56jA2Ojo48fPgQS0tLYmNjqaysxNHRERsbG+Lj45k+fTrW1tYMGDAAa2trdHR0WLp0KXJycnR3dyMjI4O5uTlxcXHCYduz2XV0dOTt27fExMSQmZnJ5MmTaW1tRU5OjqamJiIjI3n06BErVqxAWlqaiIgIWltbycvL49q1a2ISJiMjw6FDhygsLOSPP/5g2bJlNDU1oa2tjZmZGTExMejr6/P8+XNkZWVxd3cnKiqKSZMmUVRUxNy5c6mtrRVKo6SkJHx8fHj9+jXFxcUYGBggLy/P58+fcXFx4e7du9y9e5fHjx8zcuRIBg8ejKysLC9fvuT8+fMkJSWxdOlSPDw8uHv3LvX19VhaWhIaGsqcOXM4dOgQy5YtIyEhQTghexiF06dPZ/jw4RgaGnLu3Dnev3/PuHHjGDp0qNBY9cB9e1ZzczOKioo8fPhQ4EB8fX2xtrYW/LPIyEiRFXR1dSUxMVHAtlVUVIiMjMTe3h49PT3evHlDZWUl7e3twr08e/ZsgoKCsLKyEiq/P/74gw0bNpCbm4uDgwODBw8mNTWVDRs24Ofnh6enJ8OGDcPU1JSjR4+KMpi7uztWVla8fPmSrVu3kpKSwpQpU1BVVcXY2Bh5eXkkJSVF7rK4uJiSkhLs7e15//49a9asITQ0FC0tLfr374+RkRFJSUn4+vqSlpbGkydP8PT0RE9Pj759+wpKvp6eHtLS0pSUlJCXlyeKavX19UyePJlz587h6+tLVlYWKioqQpMWERFBdna2QMNMnz6d2bNn8/XrV65du8aqVavYvn07cnJyTJ48mZiYGDGlNjc3Z/jw4aJ9+tdff4mM2Ny5c8nKyiI1NRUfHx/U1dUpKSnhxYsXfP36lVGjRrF27VpOnjzJ3LlzKSgowMPDg7y8PABMTU2RlpZGWloaVVVV1NTUqKyspKCggDFjxhAXF8dPP/1EbW0tt27dQk9PTzTPfX19cXJyoqurS6ilIiIimDlzJg4ODpw/f54ffviB4OBgUlNT6dWrF2PGjOH27dsEBQVhamqKh4cHjx494t27d6ipqQlI8tu3bxk2bJhghDY1NfH48WOioqJEJnD//v2UlJRw9OhRAgIC8PHx4cSJExgbG/P27Vv8/PyQkpKiq6uL0NBQbG1t6ejowM/PDy8vL9rb21m9ejUODg7U19ejqamJoaEh1tbWDB06lODgYA4ePIiOjg5VVVXU1dVx//59Vq5c+d9G7X9Zf/311y5XV1c+f/5MdHQ0w4YNo66ujvfv31NYWIiPjw/fvn1j7NixSEpK0tDQwMuXL1FQUGDbtm00Nzfz/v179PX1GTJkCNXV1WhoaJCRkYGKigrd3d3Iy8ujr69PXV0dubm5HEoT0jIAACAASURBVDx4EDk5OT59+kRHRwdubm5YWlry+++/i7H2ly9fWLRokWj7zZ07F0dHR37//XdGjx6Nk5MTw4YN48uXL+JnOzk58fXrV65cuYKcnBzjxo0jPT2d4cOHIycnR3V1NS4uLkhKSqKsrEyfPn0Ecyc6Opr6+npaWloYNWoUMjIyPHz4EDs7O5KTk9HW1kZBQYFBgwaxa9cuEhMTyczMpL6+XqABrK2t+e2335CSkqKsrIxLly6JIH/P/52qqirv378nMDAQBwcHAbDV0NAQOg8APT09QkNDGTp0KH/88QcKCgoEBAQQFRVFfX29GME/ePBATJ8KCgro7u6mpKQEWVlZCgsLefLkifiSzZkzR+hieh7wNTU1uLm50djYSFFREbKyslhaWlJZWUldXZ0QmTs7O/P161fS09N5/fo1UVFRxMbGMnHiRHFll56eTnR0tNjMyMrKYmhoyOXLl7lx4wY3b94kKysLAwMDrl+/jqqqKvX19QwdOpTAwEAqKioYNWoUaWlpuLm58fPPP6OmpoaNjQ3Pnz9HS0uL8ePHExkZSf/+/TEzM0NRURFNTU10dXXR1tamsbGRkSNHYmpqiry8PBEREYwcORIbGxvGjRuHnp4ejY2N/PHHH5ibm+Pn54eamho6OjoCjdJjLEhLS+PQoUP4+voiIyPDTz/9hLy8PMOHD+f8+fOcPHmSkJAQZGRkcHFxwcXFhTNnzmBjYyOcf8OHD8fMzIzq6moRLm5tbUVCQkJof9rb2wXBOyYmRjQPJ06cSO/evWlubsbV1ZXhw4cL32tTU5MIZvdcBwcGBvLjjz8iISFBWFgYdnZ2hISECM7bt2/fKCwspLa2Fm1tbfT19cXmoCfwn5KSwtWrV8nJySEgIIALFy4INEHPxMvHxwcdHR12797N3LlzaW5uJiUlhZUrV5KdnU1CQgJLly7Fy8uLhIQEkpKS8PPzIzg4mJkzZ6KkpISzszPjxo3j77//xtPTk1evXtHZ2Ulrayuurq54eXlx7NgxDAwMkJKSEvqvI0eO0LdvX/766y/k5eWxsbFBQ0ODp0+fiiZrDwz77NmzBAYGMn78eLKzszl37hw6OjoC7xIUFISBgQFjx44lNTWV+Ph43rx5I1rvHz58EK3nhIQE/Pz8MDc3Z/Xq1SxcuJDz589TX18vQNb/5zp8+DDh4eHiOv3GjRtERUURFhbGxYsX2b59Ozo6OpiYmAgB+8WLF/H19cXe3h4pKSlha+jB59y+fZuSkhIsLCzQ1NQkIiKCefPm0atXL2bMmEF4eLhw+Orr61NeXk5eXp743PTu3ZusrCwKCwuZMmWKOHCcOHGCadOm4ebmRkREBJ2dnVhYWBATEyPKQqNGjeLChQtMnz4dKysrLC0tOXz4MP369cPAwIB58+ZhYWHBgwcPsLCwoHfv3tjY2KCqqoquri6JiYm4u7vT0dFBdnY2XV1dwm3bc726ceNGZs6cyZMnT7C3t0dbW5uff/6Zbdu20dHRwbdv32hra0NLS4t///2XAQMGiFKCh4cHiYmJeHl5Ad/1gXv37uXSpUusWrWK5uZmli5dSlBQEKWlpWhqavL48WPWrFnDqFGjSE9P5+HDh6xbtw5paWkGDRrE33//jZKSEurq6pw/f563b9/i5OREbW0tQUFBODg4cOHCBRwcHFBSUhIt3oiICOG1vnDhAidPnuThw4eMGDECc3Nz1q5dS319Pf/++y+XL18WxR1NTU1mzpzJmjVrqK2tJSMjg46ODmEqWb58OUePHsXExETgo5KSkmhubiYvLw8VFRWsra2ZMGECX79+FUWIngFAz7PLyMiI/4e9M3/LMX///6NF+75pVVJaJO1FIUWWCKEsI8a8TRhjaJgxjSEMxsQYM8Y2w1izDFHZsxQi0abFnTbt+16Stu8Pc9yv4/gc31/ef8D7+tEPOu667ut6nef5PB+PMWPGMH36dDo7O3n69Cmenp5MmTIFOTk5ZGRkqK6uFrYDaccuKSmJ/v5+gSRasmQJFy5coLKykqioKEJCQlBTU6OpqYmuri4kEglVVVWkpaUxMDDA6dOnCQwMFAiX6upq1qxZ87+D2n9z7dy5M6q7uxsbGxuWLl3KtWvX0NDQYO7cuWL05eLiQl9fH/39/ezatUs4v6ysrJCVlWXJkiVCpr5lyxa2bdvGhw8fMDc3x8DAgLFjx6KpqYmxsTFaWlpoamoyceJE5s+fT3l5Od3d3RgZGfHixQusra158OABbm5unDlzhmvXrrF48WJMTExwcHAgNjaWhoYG3r17R15eHuvWrePjx4/89NNP3Lp1i23btrFt2zZ8fX3ZtWsXNjY2ZGRkUFBQwKRJkwSfJiUlheDgYH766ScaGxvJy8tj2bJlTJkyhdbWVrHNtnbtWuzt7Rk+fDgaGhr4+/tTVlaGgoICixYtwtHRkb/++gslJSXevn1LTU0Njo6O7Nixg8jISP7880+ysrL4/fffaWlpoaysjE8++UQcdiZOnIivry/Nzc08ePAAVVVVbt68yeLFi/H29qaiogJdXV38/f0F2NbExEQoPx4/fkxYWBj19fXs3LmTiRMn8vr1a+rq6li0aJHoiqSmpnLz5k2ys7NJTEzk1atXJCQk0N/fT1JSkhh9Kykp0dzcTFhYGBUVFWzcuBFtbW1OnTrFhAkTyM3Nxd/fn8uXL9Pc3Iy8vDydnZ1YWVnh6OhIaGgo6enpQnNibGyMmpoa8+bNY9asWSxdupS3b99SXl7OuXPnSEtL48SJEygqKqKlpcXRo0fJzs7GwsKC//znPygqKtLV1cXw4cPx8fHh1q1baGho8NdffxEfH09bWxv5+fmoq6uTmJhIXl4e7e3tXLp0SZC3U1NTSUlJEX9nKZQ3ISEBc3NzduzYwZMnTygtLaW7u5uDBw+iqanJ4cOHWbx4MdbW1sjLy2Nubs7Dhw/FZ5OTk6OoqIhDhw6xb98+Tp8+zZkzZ4iLi+Px48ei63b48GFWrlwptperqqoEVqW+vp63b9/y7Nkzvv/+e9zc3Hj9+jXLli1DRkaGoUOHio1XBQUF9u7dy+zZs9HQ0ODChQsMGzaMuXPnsmzZMuTk5HB1deXDhw8oKChw9OhRDhw4wOXLl3F2diYnJ4fg4GBGjhzJjh07GDNmDAAmJiZiO+3ly5fi5auiokJwcDDp6eki72NgYICRkZEY+ZWWlpKbm0tgYCBmZmbs27ePgIAA3N3dMTQ0pKGhgYCAAAYGBggMDMTBwYH29nYSEhJwcXEhPj4eGxsbAVJWV1fn9OnT6OnpifxgdHQ00dHRWFhY8PLlSywsLCgrK6O8vJypU6fy6NEjent76enpoaWlhdGjR2Nubk5NTQ1aWlp0dnbS3NxMTU2NUMhNnz6drVu3oq+vL1RtOjo6bNy4EWVlZbq7u5k7dy5btmxh//79eHh4CH3XiBEjKC0txc3NDV1dXRITE//PM3XRokVMnTqV4OBgEhMTUVRUZNu2bcyYMYOLFy/+H/XZ3bt36enp4fDhw0yePJmhQ4eio6NDfn4+ZmZmVFRU8ObNG2JjYykvL6e9vZ358+fj5eVFe3s7x44dE5LypKQknJycqK+vFy9MZ2dnMfGQjsoVFRUpLS2lsbGRN2/esGnTJnJzc4mLi6O5uZnJkyezceNGRo0aRWBgoNj8l0gkAhqem5uLp6cnGhoaVFdXY2pqiqysLK9fv2bq1Km8e/eOqKgoXFxccHJyoquri/Xr11NfX09oaCh///03hYWFDAwMYGNjg5qaGjIyMmRlZWFiYiLA63Z2dqiqqopu548//khTUxPDhg0TEnVfX1+eP39OeXk5+vr6aGlpYW5uLg6S0u72mjVr0NfXZ3BwkDVr1uDu7k58fDxPnz4VcGx7e3uxzSwFUquoqDBy5EjWrFlDcXExs2bNYujQoTx8+JD3798LdltycjJGRkY8efIEiUTC+PHjUVdXZ8yYMdTX1xMQEMDx48fR0tKio6MDPT09bG1tUVFR4eDBgyQkJPDzzz9TV1fH1atXUVFRISAggIyMDFRVVWltbWXRokVMnjyZrVu3smfPHjQ1NcnKyuLVq1dcunSJjIwMYdMIDw8X2r7s7GxmzZrFwYMH8fLyEmJ4FRUV7t27x7t37zA3N6esrIympiZqamrQ1tZm5syZHD9+HBkZGYYMGcL9+/dxdnamv79f6OG2bNnCH3/8gaamJu/evaO9vZ2Wlhb8/PzElGTPnj2Ul5eTnZ2Nnp4e8+bN4/Tp0//rqP2314kTJ6IePHiAoqIi1tbW5Ofn88UXX3DmzBnevn2Lr6+vkDqbmZkhJycnyOnPnz+noKAAbW1t2tvbUVJSwsDAAGVlZQDc3d1FTs3KyopNmzbh5eXF9OnTMTAwYMqUKXh5eeHj40NycjIrV67kyy+/ZPTo0UyePJmenh5B8E9MTKSrqwtlZWV++OEHBgcHWbp0qQgsz5kzh/nz59Pf3y+o0gYGBujp6REcHIyHhwe7du0SHSb4d4ylqanJlClTmDNnDpaWlixZskTQuP/66y8uX74sXlAKCgo8efKEefPmCQ5bZWUl9vb2jBw5EkdHR44dO0ZxcbHwYYaEhHD37l1iYmIwNjbG09OT5uZmAgICSEhIEBqn1tZW0YlQVVVFV1eXtrY2zp07R2RkJPv27SM0NJS//vqL4uJipk6dysWLFxk2bJjAPEgzEOrq6qLaOnLkCHPmzGHYsGECeNrR0YGmpia7du1i0aJFvH79muXLl/P777/j5eVFXV0d6urqeHt7Y2NjI8ZhEokEY2Njnjx5wpUrV1ixYgXa2tr4+fmxefNm6uvryczMZNWqVfT29qKmpsalS5eYOXMm2traREVFMWLECM6ePSvCu1LzRGdnJ+Xl5eK+lHKPJkyYIOS+z549E67IwcFBdHR08PDwwMjICFlZWaqqqjh27BhBQUHo6upiamqKnZ0dXl5eTJo0ierqasLCwigsLOTvv/8mKiqKhw8fsnTpUqZMmcKwYcPIy8vD2NiYlJQU6urqBNLg48ePGBgYEBAQIOC9Y8aMwdDQkOHDhzN27FgRFeju7qaiogIPDw82b96MmZkZz549Izo6Gm1tbQYGBkRGY/78+QwZMkRI4Ht6ehg5cqQIo0skEsGSko573r59y6FDh9DX1yc/P5/Vq1fj4OCAtrY2ycnJSCQSXFxcGDZsGMXFxWhpadHd3S0MHY8ePWLdunUUFxfT19fH0KFD0dDQYNOmTXz77bekp6cjJydHQEAAQ4YMobW1lU2bNrF69WqePHkiip7a2lrBSBsxYgS6uro4ODgwevRo2traxGeRCpmtrKw4cOAAc+bMITs7W8Cm16xZw7x588jKymL27Nmoq6ujp6cnBOCjRo3i+++/Z+vWrXR1dXHp0iVGjBhBZ2cniYmJTJw4kYyMDJYsWYKKigpz586lubmZwsJCnjx5Qk5ODq9evRIgTn9/fyIiInjy5AkBAQHs37+f+fPns3btWh4+fIiNjQ0NDQ1ERESwf/9+wZJSUFAQXcTa2lpmzpzJ4OAgzs7OpKen4+joSH9/PzExMdja2vLmzRuuXr3Kjz/+yPXr15FIJHz66aeoqqqKzFl3dzfz5s1DRUUFHx8ffv/9dwG+vXnzJtbW1kyaNAlXV1euXr3KwMCA6FTNmDGD0NBQzMzMGDFiBObm5ty/f5+wsDDi4+PJzMzkzz//ZM6cOdy8eZNPPvmEnJwcurq6sLe358yZM8yYMYO0tDSuXLkiljvKysqk3Q7gX4bWwoULGRgY4PLly8jIyNDV1cXcuXMxMzMjIiJC5D5nzpzJr7/+ir29PT09Pejr63P37l3mzJmDvb09ysrK3Lt3j87OTgYHB3FxcaGwsJDXr1/T2tpKS0uLABG/fPlS5LukOcjly5czbdo0xo0bx4wZM5gxYwZJSUksXbqUmzdvMnv2bMzMzLC2thadbDc3N+HlTUhIoKamhp9//hl7e3uBGXr+/Dnh4eE8ePAAW1tbPD09UVJS4vTp01RXV2NpaUlDQwPBwcFs2LCB4uJidu/ezeTJk+ns7ERDQwN3d3eio6NFhq68vFzAi5ubm0lPT6e/v1+AdoOCgkhISMDS0pKAgAA8PT2xsbHh/PnzbNmyRRz67OzsMDY2Jjo6mqFDh/Lzzz9z5coVvvrqK9zd3YmJicHLy4uYmBi+/vprqqqqGD58OL29veTk5DB37lyeP3/OrVu3iIyMpKWlhT///JOlS5eiq6tLQEAAOjo6eHp6snPnTiQSCRERERw/flx01FasWCHUW11dXaxatYrCwkLS09MFHFlXV5fBwUG2bdsmYgc2NjYsWbKEoKAgjh8/jp6eHhcuXGDIkCE8evSIzz///H8Htf/mOnz4cFR/fz/Pnz/Hz8+P69ev8+DBA0aNGoWWlhZycnLo6+tz8+ZNAgMDKSwsxMjIiKFDh+Lg4EBTUxOlpaWClJyenk5YWBg7d+7k6dOnPHjwgNOnT2NsbExfXx95eXmUlJRw/vx5FixYwLhx48jJyRGaEWkOTdrtOXfuHPfu3WP58uWcPXuWgYEBBgcHcXR0JD8/nxMnTvD111/T09NDfn4+gYGBmJqaCnFyQUEBGhoaYnwkLy8v/HUfPnzg+PHjAtSprKxMdXU1q1atwsvLS4yOvvjiCxQVFdHR0UFdXZ2HDx9y5coVwW5KT0/n4cOHdHd3ExISwtixY7l06RJ+fn7s2bOH5ORkFBUVMTAwQE5ODhUVFZ4/fy5coN7e3uTn5zN16lS++eYbJBKJOKypq6ujr6+PqqoqVlZWxMfH8/HjR65fv86+ffvYsmULCxYs4Pbt27x//55x48bx66+/snz5cqqrq+ns7CQlJYV3797x8eNHMZpqaGjg4MGDyMjIsH79eh4/fszSpUuRlZXFwsKC5ORktmzZwsiRI7GyshK5OynfqK+vj6KiIuLi4jAwMMDBwYGcnBzc3d3ZsWOHcOrFxsbi7e0t4MBeXl4oKChw8uRJAgICGDFiBMXFxf/ffSknJydC748fP2bDhg3Y29uzdu1aFi5ciJGREc3NzaJ63bNnD0ePHmVwcJCQkBC+/vprZs+ejaamJqNHj+abb75h/fr1bN++HS8vLxwcHBg6dCjm5ubk5OTQ1tZGXFwcnp6eTJ06FfjXuVlVVYWGhobIz3z77be4urqSnJzMkSNHeP36Ndra2ri4uDB06FCmTZtGdnY2ixcvxtPTk08//ZS8vDwyMjLw8PDAwsICa2trEhMT2b9/v/BpPnjwgLFjxyIvLy84hA8fPhRjWUdHR96/f8+NGzfw9PTEwcEBRUVFGhoaKC0tpa2tjXHjxrFr1y4x8igoKOD9+/e4urry/v17zp07R2trK/r6+uzdu5f4+HgsLS0pKSlBSUkJMzMzfvvtN7Zs2YKHh4fgAjY0NDB79mzu3buHlpYWJiYmxMbG0t3dzcePH+nt7cXS0hJNTU1ev36NpqYmqampVFZW8uuvv7J06VLROZOGmK2srGhubqalpYXdu3czbNgwoRgaO3YsWlpabNiwgatXrzJ69GhxePvnn3/Yu3evYIVJNxczMjJQUFBARUWFuro6SktLsbe35/Lly9TX16Otrc379+9pa2sTbD8nJye+//57du7cibe3N3l5eWRnZyMvL8/Lly8JCAigoKCAxMREUlJSROEyZswYTExMqKioIDIykhUrVqCoqMjnn3/O6dOniYyM5MqVK5w/fx55eXkhCFdTU0MikdDV1UVycjIfP34kJCSE6upqZs6cSUVFBU5OTly6dEksFUg7vX19ffT09GBqakp4eDiqqqqoqanx8uVLZGVlxb3i6enJli1baGpqQl9fnyVLltDT04OBgQFZWVm4urpiaGhIaWkpc+bMoauri3PnzjF58mSWLl2KgoIC6enp9PT0sGXLFhQVFTExMWH48OGUl5cTGBjI06dP+fDhg3CxLly4EE9PT+rq6lBWVsbAwEBMLKSZvuzsbLEQIu16GRkZERERwcGDBxkxYgTV1dViSvPo0SMMDQ0JDg7m22+/Zf369RQUFHDu3DmhQiorK6OkpIT6+nrc3NyYPHkyampqVFVVkZ6ezo0bNwgICCA1NZU3b95gampKZmYm27ZtQ0ZGhvDwcEpKSmhqakJWVpZRo0aRnJzMs2fPBJ/s559/RldXV2yBenh4kJ6ejoODA9bW1jx79oxnz56JjK2DgwPBwcFoaGhw9epVvLy86OvrE4Xjhw8f6OrqYmBggMePH6OpqUlISAgdHR3Cv2lqakptbS1//PEHGzduRF1dXfDHdHV1UVNTIzo6mubmZvT09Ojp6RHmgLy8PABcXV0pKioiPT0dGRkZ/Pz8UFVV5e3bt0LL1dnZSWVlJenp6cKYER4ezqJFi4iNjRXC+FWrVmFsbIytrS0LFy4kMjKSWbNmcfr0aRYuXIiGhgaNjY1CZC9twlRVVZGcnMz333/PP//8g6qqKocOHWL8+PGYmJhIOYr/MxP8N5e2tvZgdHQ0tra2+Pj4cPbsWZYuXSqo3FJKuaKiIsbGxmzatInTp0/T1NQkwsHSlmhISAj6+vp8+eWX4mUDCMqzpaUldnZ2GBoa0tzcjI6ODocPH0ZPT4+pU6dy4cIFwsLCOH78OOvXryc6OlqQxbdu3Sr0FqtXryYtLY03b94IgrjUHWppacn69evx9PQUcEGpIFqqP4qMjERbW5u2tjbh3YyMjCQrK0v8XqSS9ffv3/PJJ5+gpaUFIPyO5ubmhIeHM3/+fAYGBpBIJGzZsgX4d1PnwoULzJw5k9evXxMeHs7Zs2dFx8vd3V1ABWtqasjMzOTgwYM8ePCAgYEBpkyZwpo1a0Q2TF5enoqKCj7//HNaW1sBOHv2LF1dXWzZskVoTtTU1PDy8sLU1JSrV6/S3NyMhoYGf/zxB3p6ekRERPD48WPc3d2Bf7EfDx48QF5eno6ODqHMmTZtGn/88Qd37twhMDCQ8PBwoab6+PEj1dXVjBs3DgBbW1tOnTol1Dc///wzsrKyGBsb09bWhre3t4DqxsXFMXv2bE6ePImKioogaScnJ5OZmSl+9woKCnz8+JGIiAiysrJwcXFh0qRJDAwMcPXqVRYuXMjUqVOZPn26MEZ4eHjQ09MjQI8KCgrcu3cPiURCfX09BQUFGBkZkZGRgaKiIs3NzSxatIiNGzfi4OAA/EvSfvv2LaWlpXR1dZGUlCQ2C11dXVFSUhKHETs7O3JzczE0NOTw4cOsXr0a+FdSHxISIkYFfX19/Pbbb+zevZusrCxqa2tRVFQU1eeYMWN4/vw5SkpKwgZhZWVFdHS06C5JA9aPHj0Sh5mHDx/S2trK9evXefv2LaNHj+bmzZusXLkSgIkTJxIfH8+2bdvIzMwkPj6eoKAg1q9fj5qaGj/++CMlJSX09vZSVlZGbW0tu3bt4vbt2zx+/Bj4V5gtJedLFyXi4uJoa2vjn3/+ETm3P//8k4cPHyIj8y9kvLCwUKjj+vr6mDlzJi0tLbx7946JEydy//59lJSUuHXrFj4+PqxcuZLt27dTV1dHWFgYzs7OREZGCmr8P//8w759+9DR0SEmJobq6mpmzZrFy5cv8fb2Ji0tjTlz5uDm5sb+/ftJSEjA3d2doUOHcv36deBfMntpaSlLly5l+vTp5OTkMHXqVAoLC1FWVubMmTNERkZSUlLCjRs3cHZ2JiMjg1WrVqGoqAhAREQEXl5e+Pr6cvbsWYYPH86lS5e4dOkSt27doqmpicbGRtTU1EQuVwqmluILpDicoUOHcvXqVY4ePcq7d+9wd3cXyzDx8fFERkZiaGiIlpYWYWFhnDlzRhDf09LSyMjIoKWlhfnz54tFE0NDQ/z9/enr66O8vFzYS1xcXISRISMjA4CwsDBGjBhBb28vhw4dwtvbm+nTp3P8+HHhBZ47dy4PHz6kvLycGzduMH36dPLy8ujo6BDPwl9//ZU9e/aIA97bt29xcnISGbdz584RHh7OlClTuH37Nh4eHvT19YntZDk5ObZu3cq+ffvECL6hoYE1a9YQFhbGrFmzuHLlCt3d3cyYMQNdXV3Cw8OFexrg9u3bJCYm4u/vT35+PiNGjGDYsGE0NzezZs0aBgcHWbBgATNnzuTBgwf8/PPP/wcyLv3OJSYmYmZmhq2tLV9//TXd3d189913HDlyhBkzZuDj48OFCxcIDQ2lt7cXRUVFVq9ezb59+wCIjY1l6dKlxMTE4OPjw7Bhw7h+/TqdnZ2oqamhpaXFunXrOHr0KM+ePUNRUVEUvtJ3R05Ojlhcamho4NixY7i4uFBXV8fixYupqKigo6MDZ2dnkVnU19enpqZGKMvKy8vJycnB3NwcGxsbOjs7kZeXx9fXF4lEgqenJ7du3aKtrQ07Ozvs7OwE0kNq8Tl79iy//fYbBw4coLCwUMRTCgsLefToEZmZmWzYsIHXr1+joqKChoYGvr6+bN++XViJHBwcOHXqFMuWLePZs2eMHTuW/Px80al1c3P7r8wE/zuoARYWFoNPnz4lOjpa+MJ0dHTEw9ra2pqxY8fy8eNHioqKmDBhAo8fP+bLL78kOzubc+fOMX36dJGXcHR05MyZM7i7u6OpqQn8G4wPCAjg5MmTGBoaYmVlxf79+7GwsGDx4sU4Oztz4sQJNm7cSEtLC8uXLxeZqF27dgEIPIGCggLBwcHExsZy//59amtrhZjbxMQEDQ0NYmNjiYqKIjw8nEmTJokH3NixY9m9ezeTJk3ixo0bBAYGIiMjw8uXL0VlHh4ejoeHB6mpqURGRvLw4UNCQkLEuHTJkiVkZmbS0tLCl19+iby8PH///TcqKip88803FBcXY2VlxdatW9m9ezdlZWW0tbWxb98+4dCcPHkyO3bsID09XUja4V9VzYEDB3BwcGDJkiVCz/X06VNcXV3FmAzg+fPnQtJeXV3NzwwSAQAAIABJREFUxo0b+eSTT5gyZQr9/f3ExcVx48YN/Pz8RGvf2dmZrVu3cufOHQCePHnCq1evUFNTw8jISLB9YmNj0dbWZvTo0eTl5QkG0fv37+nq6sLc3Jzg4GDgX3ehdJOqqKiIw4cPIycnR3R0tBA2S1vg9+/fp6WlhalTp+Lo6Iivry/w78H1/PnzQnny6tUrHB0dsbW1ZfHixcjLy7N48WI2b97M69evRQentLRUICKk1oa3b99y5coVzMzM+PDhAwsXLiQ/P18UD5qamhQWFiIrK4ucnBzjx49HTU1NfB+2bdvG9u3b8fPzIz4+HjU1NXx8fFi3bh0hISFcuXKFIUOGMHv2bJydnYmJieHMmTPikKKrq0tISAjJyclUVFTQ1dXFjh072Lt3L+Hh4Vy5coXp06ejpKRETU0NJSUlODk50d7eLqrhRYsWCaH4zp07mTBhApMmTaK+vp7GxkbGjx/Phw8fuH79OjNnzuTNmze4u7vz22+/iZdXVVWV6ATv27ePzz77jLy8PBobG/Hy8iInJ4c3b95gZWVFdnY2qqqqYktXGjcoLCxk+PDhaGtrk5SUhI2NDa9evcLf3x9tbW1iY2Px8fHByMhIcJrq6upE9k16FRUV0dLSIkwTSUlJGBoa0tXVxfbt27l16xZxcXGMHj2ay5cvs3LlSk6dOkVCQgLwbzBf2gHQ1dUlPz+fnJwczMzMqK+vZ+HChTg5OREVFcXixYupq6vjr7/+wtvbW9xj9+7dw8nJiejoaE6ePMnVq1eFyUT6M77++muhWNu/fz/p6elYWFhgZ2cHQGZmJv/5z3/ExvnQoUPp7+/H1dUVS0tL6urqKCkpwcrKiosXLzJ9+nRkZWVJS0tj4cKF4vchkUiEzkhdXR1NTU3RnXJ1dSUhIYHr16+zZs0asrOzcXBwEDJtgO3btxMaGsrHjx+pqalBRkaGMWPGoKOjg5qaGgcOHBB/t8OHD7Nhwwb++OMPNm3aJP62J06cEAsTEolEjFOLiopwc3OjqKgIOTk5TE1NRbxjzJgxHDx4kK+++gqAHTt2MDAwQEREBH///bf4956eHu7cuUN3dzdBQUGoqKgIt+6bN2+or6+nuroa+Dd+Mjg4SFpaGhYWFlhZWbFgwQIqKysBiIyMZPny5YwcOZJ79+5x/fp1LCws+Pzzz8UhS3rAUlRUJD4+nuXLl3P79m1evHgh7DQhISE8fPiQrKwsVFVV2bRpE8uXL+fQoUPAvy7qmpoaqqurKSkpEf+HjIyMIPknJSWRlZXF/v37uXPnDo8fP+b48eOiESDNxikrKzNq1Ci6urqwsrLi+fPnREVFcefOHWRkZNizZw9eXl709vZy4cIFvL29RSxB2hmTFiE3btzg22+/pa6uTujx+vv7uXr1Ks+ePSM2NpbvvvtOsA8BcnNzmTBhAjt37mTTpk0kJCQwdOhQSkpKKC0t5auvvsLOzo6SkhKePHmCu7s7DQ0NTJw4UXwW6URJVVWVly9foqGhgYODA5WVlbx+/ZqUlBT27NlDdHQ0AQEBjBkzRuj+pAcxCwsLkeG8ePEi8+bN47vvvuPNmzcoKiqyd+9e0tPT/6eQ+m+uiIiIKGk15+7ujpaWFrW1tSKjJsVZxMTE8OjRI+bNm8elS5e4ePEi8O/p3cnJidevX9PX14e1tTWRkZEoKSnx6tUrsdHU398vHljt7e0sWbKEtrY2ZGRkuH37tpi9Kysr8+eff9LS0sL9+/fx8PCgs7OT0tJS4uLi8PPzw9bWFkNDQ/Ei8fb2prS0FAMDA4qKivD390dGRobnz59jbW3N+/fvqa6uZuvWrfzyyy/U1tZSWlqKqqoqDQ0NuLi4IJFIROvW0NCQ169fc+HCBebPn8+1a9eIjo4mNDSUO3fuiJXu1tZW5s6dS2lpKTY2NhQVFeHs7IysrCwuLi60t7djaGjI6NGjKSoqEtt+Bw8e5LfffmPt2rVMmDCBqKgonj59yvDhw/nss89QUlKitraWHTt2MH/+fJydnZk/fz6+vr6sW7cOZWVlCgoKGDlyJAMDA0LGPTAwQFlZGT/++CM+Pj6Ul5fzn//8ByMjIxQUFMjPz8fe3h41NTWam5uJjo5mxYoVgjnn6upKSkoKzc3N3LlzBy0tLX799VcqKysZP348kyZNwtjYmJEjR5Kbm0tlZSWysrJiJTsjI0NsnY0fP56tW7fS29vLxIkTaW5uxtPTkzt37qCmpoauri7u7u5MmTIFR0dHNm/ezPnz5/Hx8cHAwIBFixZx7Ngx8vLyGD16NEuXLhWH/Hfv3vHFF19QXFwsuhVJSUkEBQWJbbBNmzZRXV1NXl4ebm5uAgOQk5ODr68vWlpaeHh40NraKnyo0vtQUVERW1tbjh8/TkpKCmPGjBEjKQ8PDwCBMUlNTcXNzQ1XV1fs7OwoLS0V6q0VK1agqqpKR0cHEyZMQE9PjxMnTogtO2lwe9WqVWhqauLl5YWJiQl5eXkkJSWJ7cd9+/aJLdr8/Hw+fPiAsbExo0aN4vTp09TW1iKRSFi5ciUODg44ODiQkJBAa2srDg4OjBs3jrq6OlHB9/X1cevWLebOncvLly8xMTHB0NBQjLMqKipEpu369etUVlaSlJSEm5sbXl5eKCoq8s033zBt2jSqq6upra1FCs2WHv6k16ZNm3j8+DH19fWCI1deXo6amprgFk6ZMoX4+HgkEgmPHz/Gz88PiURCUFAQ48aNE0WCnZ0dmpqaXLp0iSVLltDc3IyTkxNKSkqsWrWKX3/9FXV1dXbu3ElMTAz29vbC8yovL4+/vz/jxo1j3bp1hIWF4e7ujqmpKe/fv6eurk6wqry9vVFVVWXRokW0t7dTX19Pe3s7jY2N6Ovr4+Pjg4eHB2fPnuWXX36hvr6emTNnsn37dlRVVamtraWnp4dr164JF+KdO3cESqi6uprPPvuM1tZWGhoaePHiBZmZmWhoaODp6cmZM2dQVFTE29ubmJgYvL29xXeusbFR+CpNTEyorq4mJycHIyMjlJWVuXPnDtbW1kydOpVdu3Zx/Phx0tLS+OGHH/4PjuKzzz6jsLCQMWPGEBoayujRozl//jxffPGF0Hpdv36dSZMmic7M2LFjiY6OFpOSlpYWVq1axcuXL7ly5QoLFizg4sWLREZGsm3bNi5evMiECRO4dOkSLi4ujBkzhtLSUkaNGsXFixd59+4dRkZGVFdXs3r1apydnfn+++/ZsmULZWVlNDQ0MGLECJydnWlsbOTFixd88803tLe38/LlSx49esTz58+FuF1fX18o4dTU1AgODhYMTl1dXcHslPqlbWxskEgklJaWcvfuXWxsbNDQ0KC8vBxnZ2d27NjB119/zZ9//kl/fz+LFy9GXV2d7OxsUcBbWVnR3d0tvkMvXrwQOV9pB1q6uX3q1CnGjh3LpEmTSElJYfbs2QQHB9PU1ERZWRmNjY309/ejoKBASUkJ8+fPx8/PDwUFBW7cuEF3dzeJiYnClyzNds6fP5+2tjY+fvzIx48fUVNT486dO+zcuRN5eXlMTU0pKipi1apVuLu7ExcXR35+Ptra2lRXV+Pl5YW5uTlpaWm4ubkJsPnFixc5ffo0hYWFguVYVVUlpkMnTpwgJCRE0AB27drFkCFD8PHxYcyYMYJfmpGRQXBwMKGhofznP//B3t4ebW1tHj58+D/g7X97HT9+PCo0NJSqqirGjRvHgQMHqK6uZsmSJXh5eTF37lwWLlxISUkJlZWVbNy4kU2bNnH+/HkmTpwouEg1NTUkJCRgY2NDV1cXhw4dEje+dLR0+fJlLCwsaGpqoq6ujpEjR5KVlUVXV5fIBygrKwvAq7+/v/B0KikpYWtrS3FxMRUVFTx//pygoCAUFBR49+4dXl5e6OvrM2TIEK5fv46mpiZv374lIiICU1NTTExMeP36NV5eXhQXF+Ps7Iy1tTXHjx/nu+++Y3BwkNDQUCwtLZk4cSKLFy9GRkaGgoICfvjhB3Fg8/b2Zt++fZiZmfHixQva2trE+nhMTAzLli2jv78fNTU1zM3NyczMFO341atXM336dGRkZLCysiI4OBhDQ0OMjY15+PAhNTU1+Pn58fvvv2NlZcXUqVMFxf7OnTssW7aM7u5umpqaUFNTw97entzcXO7fv4+Kigrp6emYmJiIALepqamgsEstBHZ2diQmJlJSUkJQUBAuLi6kpKRQVlbG5s2bsbGxwdHRkQ8fPmBmZoaCggK7du1i2LBh4gWXkZGBiooKcnJywuUo5eZI3at6enqoq6tjbm7OsWPHmDx5MklJSUyZMoXq6mqKiorQ19dHVlaW3Nxc/vrrL8aOHcv48eOJiYnB2dmZiIgIJk2axJYtW5g6dSrZ2dlUVFTw999/8+bNGyorK0UA+d69ezg4OODq6kp2djY6OjrMmjVLHOC1tbXJzc1FX1+fuLg4xo8fz4sXLzh//ryo+lNTU1FRUWH48OGCgn/jxg0WLFggsiOdnZ0cPHiQ8vJyPvnkExG4z8jIEN5HNzc3oqKiyMvLY8iQIdjY2HD69GnU1dUJDg7G3d2dW7duUVdXR3d3N/39/SJ83dXVxZEjR9izZw+5ubkoKioyatQo+vr6BAfJxcUFLS0tqqqqmDx5Mra2tpw/f56UlBQKCgp49eoVqqqqIg/65s0bJk6ciEQiYdy4cVRVVQnrg7KyMmZmZsjKyoruZHFxMT09PTQ0NJCSkoK1tTWvXr3i008/5cCBA9y4cYPg4GCKi4sZN24ckZGRhIaGkpWVxdixY0lLS+Pu3bu8evWKyMhI7O3t0dfXR0dHBw0NDVRVVSkvLxdIBileQLrlq6SkxJAhQzA1NUVdXZ3Ozk6Ki4uZNm0a69atY/369Zw8eZIPHz6wZ88exo0bh4qKCqNHj6ahoQFXV1dKS0s5cOAAg4ODdHZ20traSnNzM5cvX2bWrFk4OTnR09PD7du36ezsFLnWsWPHoq+vj0Qiobu7m+fPn+Pq6oq2tjaWlpYkJiYKsLMUa7N8+XKUlZUF52vs2LE8ffqUgIAAvvjiC54+fYqcnBxycnI0NjayfPlyioqKsLCw4NmzZ2RmZoqunLu7O7KysvT09KChoSEORaWlpdja2qKnp0d/fz979uwRGVdp9zs4OJjdu3eLPOIPP/xAUlISampqXL9+HVdXV3Ho2rx5s3h+ANTW1mJnZ8ebN2+YNGmSmHZIi0JpWNzd3Z1ff/2V1NRUli9fDvwbi5GyMcPDw/nll19Yt26dWHSRZusWL16Mk5MTvb29qKioiA1UXV1dCgsL0dPTw8PDg+7ubv7++28WL14swOAzZszA0dGRuro66urq6OjoYO3atYwbN467d+9iamrKsWPHRGdfugn59ddfMzg4KEb70dHRYqtYVVUVbW1tNDQ0MDIyYuzYsZSWlgqP8A8//MDXX39NXV0dqqqq6Onpoa+vT3l5OX5+fgwODtLR0UFDQ4OwV5w4cYJvvvmGb7/9lv7+ftLT04UHOTg4mN7eXg4cOMBXX33F3bt3KSgowMrKiqdPn9LS0oKLiwv29vaMGzeOmzdvcvPmTXR1ddHR0eHcuXPs2rWL58+fU1lZiUQiQVlZGVNTUw4dOsTKlSvR09NDVlaW8ePH8/TpUy5fvkxQUBAmJiYsXryYM2fOcPz4cYYMGSJgtgBxcXHk5uaiq6tLR0eHKMxfvHjBxIkTKS4uFp20I0eO0N3dTWxsLDdv3iQ8PBxra2tCQ0OpqKhAQ0MDeXl5XF1d2bJlC59++inV1dVERUVRU1NDY2Mj9vb2PHjw4H9bn//ttW3btqjt27cTFBSEvLw8S5YsESFBAwMDNDQ0KCsrY9KkSaxevZqtW7dy7949vL29BUBz8+bNPHjwgMTERGxsbEhKSmLWrFlYWVlhaWnJ8OHDKSkpEdVySUkJLS0tNDY28tlnnwH/Zlny8/NpbGykt7cXDQ0NQkND+eOPP7C1teXw4cOEhYXx+++/s3nzZqZPn87hw4dRV1cnLi6O1tZWZsyYwa5duwgKCmLEiBFMnz6du3fvoqmpSWdnJ+vXr6euro7MzEyUlZXJzc3F3t6eiRMnYmhoiLe3N3p6eqipqZGZmYmRkREWFhbU1tYycuRIXFxcmDt3Lk1NTRQVFWFnZ0dqaqp4sI8bNw4dHR2++uorLCwsaG9v59ChQ2IL8uTJkzx9+pSNGzfy6tUrcQg7evQo06ZNo7S0FCsrK/T09Bg9ejTXr18X6ht3d3dSU1PJycmhpKSEEydOMHHiRExMTDh8+DAvXrzA19eX4uJiVqxYwZgxY1i+fDkSiQR1dXVKSko4efIkSkpKLFiwACcnJywtLcWXtaGhga6uLgE/raysxNbWVow4V6xYwb59+3jy5AmPHj1i9uzZ6OrqYmBgQG9vL8rKyjx79ozGxkYWLFiAhYUFDg4OaGpqMm3aNDQ1NVm7dq3Q0Gzfvp3PPvuMlJQUVq1ahYqKCh4eHmzbtg19fX3B4pFWmNXV1SQkJGBsbCzW5mVkZBg1apTotAUEBAh2V3d3NxoaGpiamvL8+XMcHBzo6upCRkaGxYsXs2LFCr777ju0tLREpkKKP8jKyuLkyZNMnjyZly9fsnnzZv755x/Gjx8vaPvbtm2jsbGRoqIijhw5wurVqxk5ciSpqan8+OOP/PDDD9y4cYOoqChu3bqFp6cn58+fZ3BwkJ9++onDhw/j4eFBUlISvr6+tLa24uvri5mZmWDkWVhYoKysjJGREQDm5uZMnTqVly9f0t/fz/Dhw/nhhx8oKSnB3d2dR48e4e7ujqqqKvb29uJBHhAQAEB7ezu3bt0ScNS9e/fy4sULXr9+jZ+fH3fv3uXcuXOEhoYydOhQ7ty5g6KiIgsXLmTOnDn8+eefhISEoKuri66uLvb29pw9e1bo2CQSCQoKCgwODjJy5EhMTEx4+/at2OTbvn07jo6O5OTk4OfnJ+DR0kjAuXPn+PTTT3ny5AkvX74U2+RpaWls3bqVmJgY/P39kUgkXL58mZMnT1JbW8vTp09xc3PjwYMHQvsmzcRcuHCBsrIyFixYQFtbG+7u7syePVvogAwMDKisrERXV1eMJKdPny6o/dLDv46ODoWFhYSEhACI0LqysjJnz56lqKgIZWVldHV1iY2NZebMmaJQkRLdpZ1bJSUl7t+/z5gxY2hqaiIsLIyBgQEaGho4fPiw2DKuqakRCigpP076wgsKCmL8+PHExcUJTM2ePXvYtGkThoaGtLe38+bNG0JCQrC0tERWVpaamho6OzsFe6yoqEjklqqqqsjKymLZsmWkpaXx4cMHsaGanZ3N06dPWbVqFV9++SXz5s3D3NwcIyMjbt26xdatW4mIiMDe3p7Ozk709PT4/PPPWbp0KQUFBfT29nL48GEqKiq4e/cupaWl6OvrA/9GFm7dukVYWBj//PMPurq6vHjxgg0bNoii6saNG7i5uVFRUcGZM2eoq6tDR0dHZLI6OjpQUVFh0qRJYjMzKCgIbW1t5OXluXTpkoifdHd309PTQ2hoqLCLaGhoiPFuc3MzjY2NJCQk8O2339LT04OlpSVubm68e/cOBQUFNm3ahLe3N/Ly8uzZs4eWlhZKS0sJDQ1l9erV/P3330RERFBRUcHatWsZOXIkRkZGzJgxg9jYWL799lvu3r3LtGnTyMzM5OzZswJR4uXlRWNjI48fP+bYsWOEhYUhJyeHr68vgYGBYlu6ra0NHx8fgoKCSElJwczMjIkTJ6KoqEhqaiqKiopIJBJmzJghLAUSiYT4+Hi++eYblixZQllZGZ6ennh4eKCgoICjo6PoBmdnZ7N7926WLVsm2HEGBgbMmjULbW1thgwZQnp6OsHBwZSXl1NTU0NycjJz5szh1KlTFBUV0dHRwahRo5CTk0NBQQF5eXmsra354Ycf0NXV5dKlS//rqP2315EjR6I0NTXZs2ePOITMmDGDt2/f0traSm5uLvX19YwaNYqamhqMjY3FvLyqqoquri7S09NZvHgxBQUFDAwMkJ6eLsYgHR0dxMXFMWfOHEaPHo2dnR0VFRXo6OhQUFAgnJQxMTFYW1szMDBAR0cH8fHxHD16lJaWFtra2gRGYsGCBfz0008MGzaMc+fOoampSUJCAg4ODvT19bFq1SqioqL4/fffMTEx4dWrVzg4OAhwoJaWltA2SatUqYZFSkl3cHCgsbGR6dOn09DQwNatW0lLSyMtLY3t27eze/duKioqRBbrwIEDyMnJcebMGdatW0dKSgpDhgwhLS0NDw8PXF1d6e/vp6qqChUVFU6ePElLSwuvXr3CxMSEadOm0dPTw+XLl9mwYQMLFiwQo7mOjg4BidXW1iYuLo6mpiZUVFQEZFH62efMmSM2+oyNjdHU1GTRokVMmDABOzs7ysrKGDlyJHfv3iU7O5vz58+jrq4uHtgmJiZIJBKKi4sFJyw9PZ2VK1dy7do1kpOTBTplx44dJCcnCzXMjz/+iL+/v3gJJyQkUFFRweHDh1FUVBRLJu/fv+f169eoqanh5uaGj48Pr169ws/PDyMjI3R1dZkwYQKffvop+fn5fPz4kcePH2NkZISpqSlqampkZ2ezc+dOAgICaGhooLGxkYyMDA4cOMDIkSO5evUqDx48wNjYWPhS9+7dy8yZMxk9ejSPHj3C19cXCwsL7t69S01NDYWFhUyZMgVXV1dKSkqwtrbG09MTT09P4c+T3uutra2EhYURFRVFYmIi4eHhKCgoiI3Z2bNni80mAwMDfH19+f777/H19cXHx4fBwUEePnwoaOfSw25HRwfNzc3IyMiQn5+Pk5MTR48exdPTk71793L37l20tLRwdXXl8uXLWFpaYm5uzocPHwgKCuK3337ju+++Y/jw4QwfPhxAGCjq6+txcXGhsbFRsKsePHhARUUFHz58QE1NDT8/P27fvo25uTmNjY1kZ2ezYcMGJk+ezPLly/nrr78IDAzE0NAQExMT7t69i6GhoWAWXrt2jStXrqCoqMi1a9dIT0+nrq6OwMBADhw4wIwZM6iursbf35/U1FQxxu7q6iIqKgoTExP8/f15/vy5YNYVFRWxcuVKtmzZgo2NDQsXLmTbtm28fftWBOPd3NwACJg8mXcpKfT29aFnYiKwNBMnTsTZ2Rlvb2/s7Oz46quvBEpk9uzZHD16lN9//x17e3umTp2KlpYWP//8M76+vri5uXH69Gmhy2tvb6epqQkZGRn279+PmZkZzc3NdHR0MGzYMLy9vYmPj0dDQ0Nkcqqrq5GRkcHAwID169cLx2x1dbXo9jo6OvLq1Ss2bNhAWVkZmpqapKSkMGnSJCQSiVA/STs6UlbcqVOn2Lt3LzExMbx//57+/n5KS0sZOnQoYWFhfPjwgYSEBMrLy0X3p7GxESMjI5YsWcKLFy+YO3eu4IUlJSVhbW2Nj48PmpqanD59WijxRo0axbJly/jrr78oLCxk1KhRjBkzhtzcXFxcXDh79iwRERE0NjaSmpqKRCJhxIgRGBsb09LSQlVVFXFxcWzevFlYNRQVFWlvbycmJoYZM2Zw584dSktLKSwspKioiM7OTmxsbMjMzGTOnDns3r2bU6dOUVtbS2JioshySS0jmzdv5s2bNxgZGVFUVCTys0eOHBEaxE8//ZSoqCj09fU5efIkOTk5VFRUoKKigoKCAn19fbi7u2Nvb8+ff/5JdnY2Pj4+VFZWiqWksLAw7ty5Q1BQkDCDSL9z2dnZXL9+nS+//FJMhMLCwrh9+zaTJk0iKyuL1NRUDA0NycnJYcKECfT19aGgoMCVK1fo7e0lNjaWK1eucOPGDVxcXHj37p0oPKZPn05NTQ0mJiZERkbi7++PnJwcsbGxPH78mI6ODtra2ggICODw4cP4+/vT1NRERUUF7e3tXL16lY8fPxIfH4+trS3d3d04OTlRUFAgDBheXl40NDQgLy9PZWUlhYWFGBsbc+bMGQoLC1FQUODx48fMmTOH6Oho1qxZg4ODAzIyMgJ54uTkJPJ4BgYGNDY2Eh4ezv3793Fzc+Po0aP/U0j9t9dvv/0WlZGRgZubm2jNNjc3MzAwgIKCAoGBgZiYmPD+/XtsbW3F5mJtbS3W1tZoa2vz/fffc/HiRUaNGsX27dvp7e0V2IX3799TWloqti0zMzMxNzcnMDCQjo4OFBUVCQwMFC+GtWvXYm5ujoaGBjIyMpw+fZr09HQyMjK4ceMGqamppKWlISMjg5ycHPb29nh5eTF+/Hjy8vIwMjJi+fLluLi4kJOTg5qamgiDZmdn09XVxVdffSVWuxMSEgQFPTw8nPDwcFGtjBo1SoyA9fX1sbe3FyvnUs/d2LFjAaioqGDXrl3cunVLVK9RUVHcvn0bfX19obZycXFBWVkZbW1tvvzySz58+MCHDx9YsGABI0eO5MSJE8TExJCUlMSTJ0+orKzk5MmThIWFce3aNerq6pCVleWLL77g5cuX9Pb2UlVVhYeHBydPnsTT05OqqiqePXtGfX09gYGBjBo1ColEgo6ODo2NjQI6fO/ePVxcXPjkk09QUlJCQUEBHx8fYmJixAtKQUGByMhI3rx5Q2lpKdXV1Tx9+hQnJyfMzc2xsLDg/fv3YtxaUlLChAkTiImJ4fz580RERKCmpkZeXh7Xr18nJCQEf39/dHV1yc3NFYgCKTjW1NSUpqYmsrOzWbRoETk5OQCCbm5paUlQUJCAWPr7+wu+37hx48jOzqanpwc7OzscHR3p7e3F3Nwcb29vqqqq2LZtm2D/qKurc/XqVfr6+mhoaGDChAkcOXKEpqYment76erqwsHBgf3794uOn1QDJn0INzc388UXXzAwMEBWVhZ+fn4sWrSIzs5OvvrqKyGHl25tXb58GVlZWQGKvn//PomJiSQnJwsciBR+umPHDlRVVfH09GRwcJBp06axYsUKOjo6KCgo4OgsY3XdAAAgAElEQVTRo6irqzN+/HiCgoI4duwYRkZGoqqWl5cXerDc3FySk5PFFlhaWhrffvstt27d4sCBA6SkpHDp0iXmzJmDhoYGsrKynD9/Hj8/P9auXUt9fT2zZs3ixIkTTJgwgTNnzmBra8vbt29Zu3atKGq++OILrKysyMrKQk1NjQULFvD+/XsOHDjAlClTBMevpqaGgIAA9uzZw4YNG9i7dy/6+voUFBTQ0dEhRObSAHNKSoqgztfW1op81vDhwxk/fjzDMjLw+flnnFNScLxzh+bUVOK7uqhvbaW+vh5/f39MTU1pbm4mNDQUDw8P9PT0WLFihZDG37p1i0WLFvHw4UOUlJTQ09PD0tISR0dHXFxcBOanoaFB8OKcnJxwd3cXWrW9e/dy9OhRent7+eWXX7h27Rr29vb4+vri4uLCxYsXkUgk2NnZYW1tzejRo5k2bRqBgYFERERgbm6OqampAL9Kx3zl5eXExsaSnJxMdHQ05ubm/PPP/2PvvaK6MNp37YveRJTelSJFpYNIB1GwgGjAgl2MNTFGYxJ7iy1GU17s3WA3diGKAgIKKkoREJQivSNNetsH2cza/7P34Pv2PsmcuFaWZpkA85uZ576v6wYODg48ePAANzc36uvrxfh+ANobFxeHsrKyYFkuWrSIR48eMXv2bDEtGDZsGK9fv6a3t5cVK1awZcsWpKWlkZGRobKyEgsLCwwNDXnz5g39/f3MmTMHLy8vvv32W0aNGoWKiopoBEZHRzN58mSOHj1KaGgo69atQ1ZWFlNTU7q7u1m/fj3y8vIYGhpibm5OW1sbbW1tzJgxg99++43NmzeL18L/k63p7e2NrKwsU6dOpa6ujoKCAiQlJZGRkcHLy4uTJ0/i7e3NlStXSExMRElJieLiYqKionj69CkHDx4kKyuLhQsXsmPHDs6dOydyXgOTiRs3bjBhwgRGjBjBuXPn+Pz5M6qqqixYsIDnz5/T0NDAxYsXCQ4OFlYFc3NzqqurxcFHR0eHpqYmFBQUhO9aSUmJ58+fM2PGDOrq6nBxceHt27coKytTWVmJpqYmnz59oqenh/LycoyNjXFzc0NSUhI9PT1OnDjB4cOHGTVqFNOmTSM+Pp7du3cTEhKCqqoqsrKymJubY2BggKmpKcHBwRgZGdHb2ysuaGFhYZw7d060PPPy8rCysuL+/fsoKSlhY2NDS0sLWlpaaGtrU1dXR319Pd7e3owYMQJbW1tevnyJhIQEYWFhFBUVsWrVKo4dO8bPP/+Mk5MTgwYNori4GFtbWxQVFampqSEjI4O6ujri4+MZNGiQKGg9fPiQzMzMfw9q/+26ePHijtmzZ+Pq6kphYSEKCgpcuHCBhIQEUlNTxaZz9OhRzMzMREuqsrISZWVlRo0ahaampuAmOTo6YmdnR1xcHL/++isJCQno6enh5eWFvr4+tbW1KCkpUVBQQHNzM6tWrSIrK4v09HTWr1/P5s2bCQkJQVJSUiBDvL29xXN3VFQUPj4+dHV1YWxsTEFBgciu9fX1CcBibW0t6urqjBw5ktjYWAoKCnj06BEWFhacPn1aHJjCw8MxNDRk5syZpKSkoK2tLXAHX375pcgZXbhwQcioHRwcOHr0KJMmTWL37t3s3r0bOTk5hg0bhouLC66urhQVFaGpqUlzczO2trYkJSWJ0UBZWRmBgYFMmjSJ4cOHi/Dp9evXaWpqoqqqipUrV+Lt7U1SUhIzZ86kuLiYadOmoa6ujrW1NYqKikRERKCmpsayZcvEh/wA+yk/P5+hQ4fy+fNnIiMjyczMFIaHjIwMOjo6ePjwId9++y1v376lqKiIv/76i3HjxvH48WOCg4MJCAigvb2d+Ph4nj17xqBBg1i0aBHOzs7C65eXl0dwcDAbNmygsbERJycnnj17xsKFC8UtSlJSElNTU7S1tbl69Spnz56ls7OTpqYmOjo68PT0pK6ujoULF/Lu3TvGjx+Pt7c38fHxhIeHExAQwPjx43FwcMDDw4MbN25QXl7OunXr2L9/PykpKcycOZOdO3cSFBREXl4eFRUVdHd3o6ury9atWykrK8PKygpVVVWUlJSor69nz549TJkyBQ8PD4yNjSkvLyc3NxcLCwuePXuGj48PCQkJTJ48mfr6eiIiIkSOLzo6Gn9/f06dOsXgwYPZt28fzs7OpKSkcPDgQaZOnUptbS35+flkZ2dTWVnJmzdvmDZtGq9fv2bJkiW0tLRQUVFBRUUFe/fuxcDAADMzM/G62d3dTV1dHd9//z1NTU309PTg6+uLu7s7BgYGuLu7c/LkSVpaWli8eDGHDx9GTU2N0tJSnJycCAgIEP7VyMhIhgwZgqWlJQUFBejq6pKamoq0tDStra1oaWmRlZXFsmXLePjwIeXl5SxbtoyioiLhuXRzc2PHjh1YW1vj5+dHfn4+paWleHl58eOPP5Kdnc3o0aNJSEgQLw21tbVcu3YNBwcHRowYgZubm9AG1dfX4+TkJAjs2dnZ9Pb2CgVOXFwcWVlZ1NfXM2LECOLj41FXVycgIID169ezd+9eWltb2RsUhMWePYRJS7Oss5Mjvb24NjTg/ekTKkuWoKurS0hICMnJySxYsIDQ0FDy8/Oxtrbm7du3fPr0CT09PYyNjQXRX1ZWllGjRhEdHc2RI0d49OiR2IMGMqhNTU1ISUnR1NREZGQkDg4O9PX1ER4eTn9/P87OzlRWVvL+/Xtu374t2vJPnz7l5MmTLFiwgP7+fsG5Wrp0KVFRUSgqKqKnp8fff/9NXl4eubm5uLu7s27dOiZPngxARUUFra2tSEpK0tfXR35+PiNHjhTAcV9fX2pqapCQkCAtLY3g4GCuXLmCsbExo0aNwtHREX19fYqLi0X5ydnZmYqKCmGTMDY2RkFBgbNnz4pXtdbWVjo7OwWrbADVo66uLvy6+fn5+Pj4ICsry8yZM9HX16erq4v09HTa29sxMDAgIyND8MsGigBBQUHk5uYKBmBOTo5gVQ5o/RobG7GysqK4uJjy8nI6Ojpoa2sTCq4FCxbg7u7OsGHDxDRHW1sbKSkpBg0aRGlpKYaGhvzyyy9MmDABIyMjpKSkSExMZNmyZZSWlnLp0iXWrl3L+/fv0dPTo7m5mV9++YWcnBwuX76Muro6hw4dwszMjMePHzN37lzRcGxsbMTMzIyqqir09fXJycnB0tISDQ0NTp8+TWBgoMC/vH//nqSkJJHdlJOTw8DAAA0NDRwdHUlKSqKvrw8JCQmam5t58+YNJ0+eBODmzZsoKChQXFyMr68vRUVFPHnyhIKCAt6/f8+NGzcYP34879+/p6qqSjyGvHjxAi8vL1FwCw0N5ciRI2hra5Ofny+sMWfOnMHU1JSysjIqKipwdHQUijV3d/eBxqbIr+3bt4+ysjLy8/MZO3YsAIGBgQQGBrJixQqGDRuGjY0Nnz59wsnJCQMDAx48ePDv6PO/XeHh4TuuXr3K33//LZ6IN23ahIyMDGZmZnz55ZcUFRXx7bffcuXKFezt7amsrGT+/PkcPXoUfX19DA0NmTVrFvn5+aSlpZGRkcGWLVtQVFTEzc0Nd3d3urq6GDVqFOfPn6e7u5vs7GzKy8uRkpLCysoKHx8foqKiCAgIoK2tTfCxpKWlkZaWpq6uDnV1dXbv3k1RUZHIMQ0oYurr62lsbCQtLQ0NDQ3q6upobW3l119/Fb9HRUUFCwsLUQzw9/ens7OTAwcOiNqzpKQk9fX1qKio0NHRgaOjI3v27GHBggU4OjqKUP+ECRNEs2bHjh1MnDiRM2fO8PDhQxwdHVFRUeHvv/8mNTWV1tZWkUNqbm4WypPjx48TFhbGpk2bBEdp/PjxFBcXc+fOHR48eICXlxfXrl3DwsKCffv2MXnyZJSUlEhLS8PPz4+XL19iZGTEmTNnCAgI4P79+6SmpmJoaCgaurq6uqxevZrMzEx6enrw8PDAysqKFStWMGTIEExNTdm/fz+HDx/m2rVrWFtbCzXJrl27CA4OxsrKijVr1nDv3j0KCwuJjIwkNjaWxYsX89NPP6Gurs748ePZt28fL168IDw8nJcvX7Jx40Z6e3tpbm5mzJgxSElJkZ2dzZQpU9DU1ERXV5eIiAhcXFzYsGEDV65cobGxkb179yItLc3+/fs5c+YM7u7uDBkyhN27d7N27VrxITlQZBjw3A2MRx88eMCXX36JtrY2ioqKrF27lqdPn5KVlcW+fft49eoVJiYmonlcVlZGU1MT6enpfPnllzQ0NFBYWMiYMWPo7u4mJiaGvXv3cufOHVJSUpCXlyctLY3Fixejo6ODsrIybW1tbN++nfPnz6OhoUF7eztFRUUEBATg7OyMh4cHjx49YtSoUfz66694eHhgZ2eHh4cHAHfu3BEInEGDBolxXUdHB9LS0nz33XdMmjSJVatWUV1djbOzM0pKSpSWlrJ06VKGDRuGgYEBqqqqtLW1oaSkxOjRowkMDBR8LTc3N5KSksSN/4svvuDJkyc4OzsTEhJCQ0MDNTU1yMnJISEhwZs3b0hLS+POnTvY2dkxbtw4hg8fjry8PB8/fhTev3fv3vHx40dxWYqPjycvLw8DAwNB/peRkWHo0KFCp5ScnCwKCFlZWYSFhdHY2EhkZCQvX75k6dKl4sVGR0eH0tJSwUuzs7PDz8/vH/XQpk0UOzvz/evXAHQAD4Gdnz6xNC6OK5GR/PTTT7x//54dO3Zw5coV1q5dS3d3Nx4eHpSVlREXFydKJR8+fODly5fo6uqirKzMsmXLCAgI4MyZM+jp6YnXH3t7e2JjYzExMcHHx4cnT54IddhAlu3Dhw84Ojry8uVLent7Wbt2LTIyMly6dImnT5+KA861a9ews7PDwcGBx48fU1ZWxrJly/j8+TOWlpZIS0vT1NQkDDEHDx4Ubtn8/HyCgoIEmLa4uJiUlBTRfASEC9jHx4eRI0cSHx8voiSfP39m5cqVzJw5k8LCQmRlZSkpKaGjowMjIyP8/Pw4duwYq1evRkpKip07dxIfH8/Vq1cxNTVlwYIFBAQEiEvngIM3Pj6eiooK3r17R2FhIeXl5cyfP5/9+/czbtw4hg4dSktLC1OmTOHBgweYmpoSGxuLj48PGRkZjBkzBhMTE0aOHEliYiIGBgb8+eefeHt7i8uZnZ2dAHhPnTqVxsZGcSHw9/dHQkKC6dOnc+nSJZYtW8a1a9coLCxk165dJCUl0draKvJ5Xl5exMfHM2fOHE6cOIGMjAydnZ24uLhgYmKCh4eHYEb6+/tjYGAgLA75+fm8e/eOvLw82tvbycvLw97entOnT2Nra8ulS5dob29HQ0MDCQkJHBwcWL16NTNmzGDhwoXcunVLHKSSk5PR1dUlKioKTU1NysvL0dHRoaysjMGDB7NmzRoyMjJ4/vw5VlZWfPr0CTs7O7y8vPD09KStrQ1bW1uePn2KgYGBkLQPtP337NmDo6MjQ4YMwdramilTpqCqqsqtW7fEZ5GKigrz588X2sLCwkL09fUxMjISTfG//voLFRUVjI2NOXjwIK9evRKvbRUVFSgqKpKeno6Pjw8///yzaInLysoyZsyY/3r0Kfn/w7nn3/Xv+nf9u/5d/xeXUn09Dfr6/+OftQPVSkpo9/T8v/lL/bv+Xf+u/0/Wvy9q/CNl9/f359KlS2JEOXz4cM6ePUtZWRne3t60tLTg6OiIj48PbW1t1NTUiGaip6cnr1+/5vLly0yYMIHAwEAuXryIhoYG06ZNw97enkuXLuHq6srly5dRUlLC3NycIUOGcOfOHWJjYzEwMEBGRgYXFxfU1dWJiYnhxYsXxMbGirDju3fvRAi8rq4OBwcHioqKUFNTQ1ZWlqSkJPbu3Ut5eTmmpqYC5jh8+HBycnJobGxET0+PL7/8koiICL7++mtiYmI4ceIEOTk5jB49mkePHqGrq4uamhpJSUnMmjWL9+/fExYWhqysLBoaGujo6NDf3y+C6zo6OkyaNImYmBiKiorw8PCgra2NxsZG0tPTmTVrFh0dHRQVFfH8+XMBlxyg/mtoaHDp0iVGjhwpvKCjR4/Gx8eHoKAgJCUlGTFiBOPGjWPw4MFMmDCBkydPsmXLFurq6oQXLzQ0lLS0NExMTJgzZ46AD3Z3dxMSEkJraytXrlzh7t27uLm5Cceguro6UVFRqKurC7yIurq6aKVVVlby559/snXrVoyNjVm6dCleXl6iELJhwwYcHR2RlJTkhx9+QEpKiqNHjzJ69GhsbGyoqqqisbGR7Oxsrl27JmCv6urqPH78mKKiIjZs2MDZs2fR0tLi0qVLVFdX4+bmxooVK2hsbERaWhorKyv279/Ppk2buHXrFv7+/iJXNnLkSCIjI5GWlqa9vZ0HDx7Q19dHTk4OkpKSInf3+++/Y2FhwefPn/nhhx/YunUrtra2IhxvZWVFSUkJrq6uuLq6Cn/igPR9YCTh4OBAeHg4tra2lJeX8/79e5SVlWlsbOThw4fMmzePe/fuCRfm+PHjOXDgAKNHj6aiooLq6mrGjRtHR0cHDQ0NXL58mdLSUmpra2lvb6empoby8nJycnLo6uqivr4eKysr8e9tbW0lPDwcLS0tEhISsLOzY+LEiUhISAiGmKqqKiNGjMDb25vDhw8LjMrNmzeZOXMmGRkZSEpKcuPGDVxcXCgtLWX79u2sWLFCvIp9+PABOzs7dHR0UFJSoqGhgfPnz2NiYkJkZCR2dnYoKiqiqqoqRqpVVVUEBgaSmZmJpKQksrKyrF+/njt37rBw4UICAwP57bffaGlpYciQIXz69Ik//viDMWPG8O7dO7S0tPDx8SE0NJRvvvmGxMREfvzxR+zs7NDX16ezsxNVVVVOnTrF/fv3WblyJZ+Tk6l/+ZI/q6rEvqYLbJOUpHH9euxdXFiwYAFpaWli1HbhwgUmTpzIqlWrhIP2xo0byMjICGbUgFM3MjKS9+/fc+/ePdzd3UWW6e+//2bt2rU8efKEjo4OEVVYsmQJixYtwtzcnGvXrmFubi4KJk5OTqxevRoZGRk+fPiAtbU1p06d4ttvv2Xbtm0oKSkhLS1NX1+fsBxs2rSJkydPUl5ejoSEBB8+fCArK4tBgwYJh6qysjI9PT3o6+tTXl7OokWLSEtLE/ng8PBwfv75Z4yNjTE2NkZVVRUbGxsyMzMZPny4cKPKyMiQnJyMhYUFnZ2drFixAllZWQYNGoSHhwdVVVXMnDmTgIAAwZwzNTWlubmZS5cu4eLigqKiosh02tjYMGbMGOzs7PD19WXjxo34+voycuRIlJSU0NHRYdOmTVhaWpKZmcn8+fMJCgoSgvoBHZiWlhYbN25EXV1dODwbGhqoqqoiPDycXbt28ejRIzw8PISn9dWrV1hYWPDy5Ut8fHyIiYkhMjIST09PKisr0dLSEt/feXl5NDQ0YGxszOnTpwkODhbFoeLiYjQ1NbG2tsbd3V18jyUnJyMjI0NBQQENDQ309fVRXl6OpaUlysrKdHV1UVNTg5GREVFRURw4cIDly5eL0W5QUJAAyubk5NDa2kpISAiOjo6oqqpiYGCAtLQ0WlpaInM3oOpTUlKiurpaRAaMjY3ZsmULsbGxqKioYGBgIF6OJSQk6OrqIjExkSVLlhAcHMzq1atZvXo1x48f5/jx48KckJOTQ3Z2NpMnT+bFixfis+zDhw+EhISI8e3IkSNpbGxkzJgx5OTk4OjoiIuLC3FxcZSUlFBcXMzChQsZPXq0iIA0NTUhJyeHr68vR48eJSMj41/X53+7rl69usPDw0OMof7++29GjhzJ9OnT8fPzY8uWLeTn5/P+/XtqampwcnLi/v37ODg4kJWVxejRo8nOzkZFRQVJSUkB8/z2229RUFAQle+IiAi0tLQoKipi7dq1xMfHc+jQIZqbm1m+fDnh4eH4+vpy48YNQkJCOH/+PF9//TUvXrygtLSUxMRE0ThauHAhkZGRrF+/Hnt7ewYNGoSrq6vIExUXF3Pr1i3k5eWpr6/Hy8sLCwsLpk6dyu3bt5GTk6OgoIBr165x4MABPDw8sLS0REtLCzU1NbS0tPDw8CAsLAxra2tu3brF7du3efbsGTIyMkyePBlpaWkmTpwooIFeXl7s2bOHiooKwc46cuQIDg4O3Lhxg82bN4vDgJGREe3t7Zibm4uMg6urK69evSIwMJCzZ89ibGwsfthiY2ORlpZm8ODBaGtr4+LiwtSpU0lISMDX15dTp05haGgoviavX7/Gw8ODpqYmEhISSE9Px9XVlSNHjhASEkJMTAzp6emMHDkSd3d3/Pz80NXVZe7cuaSmphIcHMygQYOYPn06iYmJ7Nu3DxUVFb7//ntKS0txc3NDRUWFYcOGsXLlSuGxHDhAzJ07Fw8PD86ePStgim/evCE5OZmZM2eyYsUKUUKQlJTk2bNndHd3o6ysTF1dnVC9KCoqUllZibS0NEZGRmL0uXLlShQUFCgsLGTYsGFCWv769WscHR0xNzcnIiKC3377jbKyMq5evcrgwYOxtrYWXDA1NTXu3LlDWFiYcKVKSUmxfv16zp8/j4ODA0uXLsXc3JyUlBSWLFnCgwcPGD16NDk5OXz55Zf85z//4bvvvmPs2LH89ddflJWVISMjQ3FxMZ8/fyYoKIiUlBSOHDki2FSWlpb09fXh4OBAbGwsioqKBAcHC7G8trY2ly5d4ueff6aiooK1a9dy7do1pKWlefLkCWFhYSKjs2vXLnbv3k1dXR2mpqZ4e3ujqamJnZ0dQUFB3L17l2fPnlFWVsakSZMoKytDXl6e/Px8cnJy2LRpE3JycrS0tGBvb8+ff/7JrFmzhPs0KCiIgoICjh07hqOjI7NmzcLR0ZG0tDRMTU3Jz88nOTmZkpISSktLWb58Oaqqqly5cgVLS0uGDh3K7du3sbe3x9zcnIcPHwp10d27d0VWdceOHezfv1/4RAcPHkxKSgqampqYmJhgamrKx48f6e/v5/r163z+/BldXV2kpKT++WDp72dKdDSuVlakVlTgBPylrMwjPT1q7ezo6enB3d0dCQkJLl++LIL/tbW19Pf309TUxOvXr3Fzc2Ps2LGUlpaSkpLCyJEjMTMzEyiYwMBAXFxc6OzspLq6mq+//poHDx7Q0NCAsrIy9+/fJykpieTkZE6cOMHLly8ZP3487e3tVFZWUl1dTUFBAbW1tfT19YnxqpOTk4hsWFlZ8e7dOx4+fIi/v7/Aowy4EUtKSujv7xeHswHA6kDmq729nbdv36KqqoqhoaEoI6xfv15cbAF+//138ftGjx6Ns7MzkpKSODs74+3tTWpqKtra2owfP57IyEh27tzJ1q1baWpqQlFRUWBq1NTU6O7uxtvbm7y8PB48eICLiwuXLl3ip59+EigSFxcXGhoaePfunfBynjhxAhcXF9ra2rCxsaG1tRUZGRnk5OREzmwgZ2diYkJoaCjR0dHo6uri6+uLrq4uBgYG9PT00NLSQnl5Ofr6+qL5OaBuCg4OJjc3l3HjxrFs2TLMzMyE+/fJkyd8/PhRPFJMmjQJOTk5jhw5wrZt2/D09BSYoKtXr+Lq6oqRkRGVlZUsWbKEH3/8kUOHDjFmzBicnJyIjY0VcR9FRUXOnDkD/NM6Hxh5BgcHc+vWLbFnKigo0NTUJA7DysrKjB49GhMTEwoLC9HQ0GDMmDHi0peSkkJeXh6enp4CMH7v3j0yMzNpbm6mqamJsrIyGhoayM3NpaGhAVlZWSwtLVm0aBEWFhbMnTuXw4cPi8+U+fPnY21tTU1NjWDGXbx4kf7+fj5+/EhYWBh9fX34+PiwdOlSWltb8fLywsPDg9OnT5OcnMxXX31FU1MTxsbG6OrqYmlpSWVlJVZWVly9epXq6mrWrFlDWloaUVFRVFRU/FcHtX8VUoCRkVH/5cuXyc/PR0VFhfr6embNmsXjx48BePnyJQoKCri4uJCRkcGLFy9wcXFh+vTpGBkZCY3Mli1bmD9/PmpqaiQnJzNx4kROnz4NIGrwf/zxBwEBAXR2dmJtbc2VK1cIDQ1l+fLlbN++ncePHxMaGkpOTo4AZH748AGAmJgY7Ozs8Pb2Ji0tDTs7OxITE4mNjRUHwoGXLy8vL2JiYujp6RHcKQBzc3Pu3LlDXFwc8vLyLFq0iGPHjrF7924WLVpEVFQUHR0d4tfg4GCioqJIS0sT6qYByN9APmvx4sUieA//qGoUFRX59OkTd+7cYenSpcjKynLo0CEh+164cCG+vr7IyclhaWnJvXv3CAwMxMDAgL1797JlyxYyMjI4e/YsGRkZjBgxgtjYWDZu3Mjdu3cBSElJwcbGhuHDhyMpKcm0adOIiooiOTmZL774gsrKStasWYO2tjZBQUFcvnxZsOIGuFyfP39my5YtKCkpcebMGcLCwpg3bx7e3t4cPHiQH374AYD09HTk5OT48OEDJiYmAmD8f67Dhw+jqKjIiBEjSE5OFn82JycHGRkZ6urqRFtOS0uLxsZGXrx4AfyTzXr79i1Pnz5lyJAhInw6ZMgQJkyYgKmpKZWVldy8eZPCwkKSkpIEZHjatGnAPzqsAV1QfHw8DQ0NDB48mOrqaurr6wkKCqKzs1McjC5evEhzczPx8fFCeTSAMBk8eLAAgNbW1gr33tWrV+ns7OTJkyd899132NracvHiRUaNGiU0VK2trdja2hIWFsbZs2d5/fo1kpKSIoD8/fff8/DhQ3Jycjh06BAVFRX09fXR1tYmfKFaWlqEhoYiJSXFhQsXuHbtGkVFRWzatIk7d+5w4MABOjs7BVTy8ePHWFhYEBsbS2BgIAAPHjxATk6OdevWCWxAQ0MDq1atwsHBASUlJREg37dvH729vcydO5fW1la2bdsGwLhx4wSl38zMjLt374qDxadPn0hJSSEzMxNXV1fevHlDTU0NBgYGLFu2jGfPnon/lh9//BE/P4Pv55AAACAASURBVD8MDQ15+fIlKioqaGtr4+DgQGpqKqGhoTx48IDJkycjKSlJeXk5gwcPFkotCQkJIiIiOHjwIE1NTSQlJWFtbc2ePXswNTXl/fv3FMfFcURPD63cXMq6uzH++Wd+r6vD8X97bZubm1FQUEBWVpaHDx+ipaVFTEwMixcvFhT1/v5+dHV1WblyJcHBwWzbtg0zMzN+/fVXAL7++mtycnJYunQp9vb2zJkzh2XLluHs7CwUUD/++CPu7u7cvn2bL774gvLycgExBbh3757AtVRVVXH69Gnu37/P9OnT0dTU5NatWwwbNgwHBweWLVsmAMdqamooKSkB/yioent7cXZ2JiYmhvb2dqZPn86+ffvQ1tbGxsaG9PR0xowZg6qqKocPH8bOzo6qqioB0B2ADkdHRxMbG0t0dDT9/f1oamoiLS3Nq1evWLx4Mf/5z39YuXIl6enpmJmZCY8q/KMGCwwM5P3795SXl/P69WusrKywt7dn/vz5REdH8/HjR3Jzc6mqqiIzMxN9fX3WrVsn9o0BPJOhoSFffPEFf/zxBwYGBvz222+sXbuWDx8+iBdtX19fHjx4gIGBAZqamkIx5ufnR3p6Ovv378fPz4+VK1eKxmpsbCy9vb2sW7dOaM56enro6+vj7du3At+TkZFBTk4Ov/76KxEREQwaNIgDBw6wefNm9PX1OXbsGJqamkybNk3onqKjo/Hz86Ompgb4R91kbGxMXFyc2I8WLFggphuvX7/GwMCAvLw83N3d2bRpE3v37uXs2bNC/2RtbU1/fz+enp4UFBTg6+sLQFtbG7t37+b169dER0fz4cMHDh48iLe3Nz4+Pmzbtk3wEn/99VccHR0xMDDAz8+PgoICsrOz2bx5M3PmzGHr1q0oKCjQ19fHr7/+ypIlSxgyZAiHDh3C3NwcAGNjY3p6ejA1NWXIkCEYGhqyfPlyTpw4AUB4eDinT58mIyODpKQkXF1duXHjBn19fQwdOlT83CooKJCTk4OysjKzZ88WL6SjR4/G3d2d9PT0f12f/80yNzfvX716NVpaWsJp19nZia2tLQBNTU1s27aN1atXC/vA1KlTUVNT4/Tp08jIyGBpacnMmTNJTU0lKSkJSUlJEhIS8PT0BP7ZrOfOncvNmze5cOECUVFR7Ny5k8WLF3Pz5k2kpKSYOXMmL1++ZOrUqVy/fl3U02VlZQHQ1dXF0NCQ6Oho9PT0CA0N5cmTJ2hrawNw4sQJzM3NCQkJ4d27d2RkZLBkyRI2bNiAoaEhAJqammhqajJo0CDa2tpEJVpWVpbGxkZ8fHzo6ekRH6YJCQkYGxszZMgQIWz38PAgLS2NT58+oaurS0ZGBtra2sTGxjJjxgzu3buHrKws8+bNo7a2VoQqu7q6hPtURkaG+vp67OzsyM/PJz4+HmVlZfT09Pjhhx8EyPDNmzci1JmYmEhTUxOfPn0CEK+SjY2NPH78WDjrFi9eTGhoKH5+fjx69Ii2tjbu3bvHiRMnkJWVpaCggOPHjwMwe/ZsGhsbxQfjyZMniYqKory8nObmZpqbm9HV1UVBQYG0tDTk5eWRlpbG2NhYHH4vXrzImjVr6O3tpbCwkBcvXnD06FF6enrw8fHh+vXrXLhwATs7OwwNDZkyZQrx8fEcPHhQbAqSkpJMnjyZ+Ph4Ojo6mDNnDkuXLmXixIlC6G5raytAwgEBASQnJ1NVVSX8ggMB4XPnznH79m18fX25cuUKEhISWFlZUV1dzYwZM3j8+DFZWVn4+/vT2tqKo6OjOIgNNEsHiOsDDdA///wTa2tramtr8fX15eHDhzx69IilS5fS1dXFV199RXJyMvCPzDgvL4/Hjx8zc+ZMPDw8aG1tFbX82tpaMjMz6evrQ1FRUSiB7OzsuHfvHgBPnjzhr7/+4tmzZ8THx7Nw4UJaW1sxMzPj2LFjjB07lhcvXjBt2jSio6MpLi5m3LhxtLS08PbtWwBcXV3p6+sbEB+Looyvry+TJ08WDVotLS0qKyuZOHEinp6enD17ViigBg7F3d3d1NfXo6qqipOTE0+fPhVjo3379rFy5Ura29vR0dFBRkZGbMwAb968ISAggLq6OqqqqkRj0s7OjrS0NFxcXEhMTCQvLw8TExMCAgJYtWqVkHUD4qX85s2bhIaGUlhYSElJCSNGjMDQ0JCIiAhGjhzJyZMnCQoKIjMzEy8vL0xNTcX/j4aGBjw8PKipqSE1NVUYNmbPns2LFy+or6/nzJkzhISEYGFhIUaOra2tYl/Myclh27Zt4lWqp6cHaWlpoqKiaGtro6enh+HDh9Pf34+GhgYZGRnidX4AM9PZ2cnFixfR1NRk48aNREREMH/+fNatW4eGhoZoBA+Mpp8/f84333xDcXExb968Ed+XsbGx1NbWkpCQgJubG6mpqeJnZNu2bURGRgq+4gDAWVdXl40bNwIQGRmJo6MjcXFxODs7ExwczOXLl/H09OT9+/csWrSIbdu2oaioiJqaGh4eHqxbt46LFy+KS0lnZyeNjY0YGBhw/vx5EhMTCQoKwtjYGDU1NR4+fMjixYtJSUlBVVUVRUVF0fYf2JNHjx5NWFgY8+fPZ8iQIQJvMbA3HD58mK+//prExEQx1hzgn4WFhQH/SNknTZpEfn4+T548QVNTk3PnzuHj44Obmxutra24ubmJ0oaXl5doPEtKSoq/R15eHmlpaWLPVlBQEK+ST548YcuWLRgaGlJXVycUUk1NTWzfvl3svR0dHRQUFGBtbU1OTg7a2tokJycLFVZubi4lJSXIycmxePFifvjhBwEWhn8OvwOHnVOnTjFv3jxevnwpECb5+fn4+/tz//59Xrx4wdq1a9HR0eH7779n/fr1AOzfv5/Ozk5CQ0Px8PAQbmxvb2/mzZuHvr4+EydOpLa2llOnTrFp0yZqa2sF1w7+OagdP36coUOHir1lwEowsNedP38ee3t7bty4gbm5Oe/evePHH38UhpPNmzfT2tqKvLw8JSUlfPfdd8A/jtjZs2cze/ZsUlNT/3V9/jfrwoULO3bt2kVCQgKmpqbiReH69eu8fPmSlJQUvv/+e/T19bl48SLjx48nKysLvf8NlPz06RNv3rzB1NSU3NxcDAwMqK+vZ8eOHfj5+eHm5iYaifb29vj4+DB27Fja2tpwcXGhpqZGiIvl5OSQlZXF0NBQtPWkpKRQUFBAQ0MDMzMzZGVlqaurw8TEhMuXLzNr1ixqa2uRkpIiISGBMWPGcO7cOXbv3s3Vq1fFeFZRUZFRo0Zx584dRo0aRW1tLXPnzhX5sSdPnmBlZUVubi5jx46lsLAQKSkpwZc5fPgwWVlZtLS0oKamxpAhQ4QgegCm+/HjR4yNjamqqiIvL4/i4mKBXNDV1eXjx490dHRw8+ZN6urqsLa2RklJiVGjRgH/fDCGhoaycuVKoViJi4ujoKAAW1tbGhsbAZCVlRWj5EmTJglv4uXLl9HR0eHVq1dISUmxbNkyGhoaSEpKQkVFhUGDBvHnn38yfvx4TE1NycvLo7q6msbGRsLCwoiIiGDw4MFoaGgwYsQIwcrLz88nOjoaa2trjI2NKSws5ODBgwJFER4ejqysLLW1tfj4+AjS/IQJE0hMTERdXZ2srCwKCgq4fv06RUVFlJSUICUlRW9vL52dnVy5cgULCwtx+BgxYgQ+Pj4oKSnR3d3N8+fPmTVrFpGRkRgbG1NfX4+NjQ3GxsZIS0ujoaFBeHg48+fPR05OjgcPHojs1ACU9dSpU8yePZvvvvsOHx8fvvrqK9LS0rh9+zbLly/nw4cPjB8/HnV1deAfU0FNTY3wV7q4uCAhIYGkpCSBgYFcvnyZu3fv8vPPP/Px40fKysro7+9n+fLlAnT8+PFjqqqqWLx4MXV1dVhYWFBdXc3QoUOZMmWKqNdraGiIOr6vry+tra2CFfb27VsB/DU0NMTMzIxffvkFe3t72tvbOXDgAHJycjg4OODt7Y2dnR19fX0kJydjamqKjo4O6enp3L17Fy0tLQICApg9ezbh4eEkJSXx9ddfs2TJEqytrfH29qa0tFQgMdasWSOypufOncPAwAA9PT3evXvH1KlTKSoqoru7G1dXV/T09Dh//jwTJ07k/PnzfPjwAR0dHXJycujs7BS5vIFDjba2NjExMRgaGlJaWsqLFy9QUFAgNTWVyZMn8/nzZ+rq6pg4cSJ3795l2LBh3Lt3j0mTJnHq1Cm2bt3KV199hbGxMbm5ufj7+7Ny5UpkZWX56quvuHHjBr29vbS3t2NtbY2hoSEJCQk0Nzfj6OhIcnIyLi4ujB07ltjYWHR0dOjt7WX+/PksX76csrIyuru7+e6773B0dKS/vx8bGxuePXuGpqYmt2/fprGxUWSCSktLcXBwQE5ODhMTE2RlZXnz5g0XL14Ur0Dv378X3uETJ04QFBREQkICqqqqzJ07l6FDhwpSf319PePGjUNGRobs7GwcHBwYPnw4v/zyC/DPq9jAiG/ChAn88ccf2NjYYG9vj4SEBLt370ZdXZ2+vj7mzp3Lb7/9Rm5uLgBz585FSkqKdevWERkZibu7O1lZWXh7e5Odnc2uXbs4deqUGNM3NTWho6ODoaEhHz9+FPqzARXesGHDhOosMzNTeJdbWlrYuXMndXV1XL58WeQftbS0kJaWxs7OjqdPn7J7925aWlpIT08XuWIjIyMyMzOxt7cXFAB5eXlSU1Opr68XfLmWlhYsLCyIiYmhq6uLCRMmYG9vz9ChQ5GSksLNzY3vv/+ekJAQWlpaBNNwwBmsqanJ2bNn0dbWxsPDg6ioKBwdHbl165ZgxUlJSQmP85o1a6ipqaG6uhp9fX2sra1xdHSkpKSE5ORkVq1aRXp6OlOnTuXt27eEhYUJuXtCQoJo81ZUVODi4sJXX33F+PHj6erqIi0tTfg6KysrMTMzY9asWfT19dHR0YGxsTEzZ87k7NmzbNiwgaysLHJzc7G2tsbc3BwFBQVevXrFwYMHxYXJyMhI7A/a2tq0t7fT19fH0aNHuXfvHuPGjePWrVvo6emRlpZGWVkZ0dHRgvE2APN+8uQJysrKSEtLCzjvqlWrRIt4woQJODk5YWZmhp+fH7t37xa2oFWrVrFlyxZ8fHzQ09Nj165d1NXV/ctR+2/XyZMnd0yfPp33798jLS0t5L9Lly7FxcUFd3d3cnJyRN0/MzNTuO5KSko4d+4cq1atoqmpCU1NTYyMjFBXV6esrIwjR44QHR1NQEAAtbW1/Oc//+H3339HU1OTkJAQHj16RH5+vrhd2djYEBMTg5WVFTo6Omhra9PQ0ICcnBxNTU0UFxfj5+dHVVUVWlpafPz4EWdnZ44dO8Y333yDi4sLO3fu5KeffuLIkSOYmpqKG35VVRU1NTWsXbuWrKwsnJ2dyc3N5fPnzyLgeOvWLWbOnMnFixcZPHgwAQEBxMXFkZeXh5aWFvr6+syfPx9paWkmTZrE77//jqSkJCtWrKChoYHnz5+Lca22tjZhYWEi3zOgKRkIA2/ZsoWGhgb6+/s5deoU6urqQhp87tw5KioqSExMpKamhuLiYkpLS/H09BTQ3r1792Jpacm3337LiBEjKCkpYdiwYTQ0NGBubo65uTnHjx8nJSWFxsZG7t+/z8aNG4mPjxfFhIGQ+0CJQVpamjlz5rB582aCgoLYtWsXr169oqWlhTlz5nD8+HE0NDSorKxkz549zJ07l7i4OKZMmUJaWhobN27ExMSEW7duoaKiwtOnT7l69Spbtmzh+fPnBAcH09zcLICutbW1SEhIkJycTFtbG2PGjMHU1JR79+7x1VdfcfDgQU6ePMmuXbuQkZGhsbERU1NTZsyYwbJly/Dw8KC9vZ2enh5kZGTQ0dHBwsJC3JKTkpIYP348S5cuxcrKCiUlJQ4fPszUqVOZMmUKJiYm3L59m7lz5wJQVFREVlYWqamp6OjoCM5XaGgoubm5zJo1i4KCAm7cuMHnz5+xtbVl8uTJ5OXlCaCqmZkZAHFxcRQWFiIvL09LSwuHDh1iypQpHD9+nClTpmBhYcGrV6/o7OwkJyeHBw8e0N3dTU9PD7q6uujr6zNs2DAxLnJwcKCyspKEhASsrKzQ19enrq6Orq4uQkNDUVRU5NmzZ7i6uiIpKYmJiQmJiYmoqalhZmaGgYEBV69eJTg4mIiICCHRlpaW5s6dOwLvYGNjw6lTp8ThasOGDdTX12Nra4u5uTkeHh4YGRmhoqJCUlIShYWFfPnll6SkpGBkZMSwYcMYP34827Ztw8rKirFjxyIlJYWysrLQYw2gWiIjI5kxYwbx8fEsX74cbW1tduzYgb+/P48fP0ZGRoaamhri4+OxtLTEysqKmpoa8vPz0dXVZeHChcTFxfHmzRtGjx5NeXk5s2fPFqNLT09PMQL69OmTiFY4Ojqydu1adHV1mTFjBv/5z3+Qk5Pj6tWruLi4MGXKFOTl5dHW1ubjx498+PCBjIwMZGRk6OrqwsPDg9evX7N9+3YuXryIgoICFRUVzJkzBysrKzo6OoRjdeTIkcjIyBATE8O7d+8wMjJi5syZhIeHY29vL5AKA+5ZJycnYRsZyAbPmzdPeF4HoiUHDx6koaEBHR0d7OzsUFBQwMvLi+fPnwuivJycHFZWVlRWVmJgYEBKSgrh4eEkJyfT09NDUVER0tLSPH36lISEBPbs2cNPP/3E0qVLCQsLY8iQIRw7doy+vj5KSkpYvnw5V69eZfjw4eLF09DQkGXLllFTU0NnZydz5swhJyeHGzdusG7dOg4dOiRMBgcPHsTV1ZXu7m6RnduxYwfbtm0jMDCQBQsWiEtnfHw8WVlZ4qA4sH7//XdRgrpz5w5FRUXMmjWLsrIyqqqqGDt2LIaGhqSmpnL16lVMTEzYs2cP69atY+LEiZiZmaGkpMQXX3zBuHHjUFNTo7+/n8mTJzNo0CB8fHyIjIzk8uXLfPPNN0hJSYlLakZGBjo6OowYMQJtbW0x8nRyckJdXZ379+/T19fH8ePHaWlpYdOmTfj7+3Pv3j10dXVJTk6muLiY7OxsZsyYQWxsLE1NTSxevFjkCweUTEOHDmXo0KGoqalx4MABZGVlxaHnypUrhIWFkZiYyOLFixk1ahSNjY38/PPPREdHM3z4cHR1dSkqKuLFixeMGTOGCxcukJubK0bgV65c4c2bNyxZsgR5eXn6+vowNDSkuLiYvr4+cXh88OABDg4OBAQEICUlxaVLl/Dz82P79u3Iy8uzatUqZGVl2bVrF6NHj0ZKSkooINPT0wVm5vnz5/j7+5Obm0tpaSk//vgj586d+5ej9t+ukydP7nByciI5OZnu7m6kpaWZPn06FRUVtLS08OzZM5KTkwkMDOTRo0c8efIEExMT7O3tKSwspLS0lMrKSvLz83nz5g319fUkJiaKgGxfXx+jRo3C3d2d4uJi7OzshMYnNjaW7du3i6bYAGU6JyeHY8eOcfr0abZv3y4ySjY2NmRkZDB8+HAOHjxIW1sbw4cPF42bxsZG5OXl8fT0FBLm6OhoLly4wOTJk/H09CQuLo7p06eTlpZGa2ur4N588cUXbN26lVWrVnH27FmampqorKykqakJe3t7zMzMGD58uPAMfvr0ialTp5KVlYWkpCTm5uZCqyIpKUl2djYVFRWoqKigp6cnSO0yMjLiNv/x40caGxuRk5MTdoLg4GBkZWXx9vbG2toaf39//v77b/7880/u3r2LlZUVenp69PT0oK6uLkayXV1dwvQwffp0iouL+e233/7H19rPz4+YmBhCQkKQl5fn7Nmz2NnZibbTwOvUqVOncHZ25q+//sLW1pb6+no+fvyIj48PHh4e1NfXU1NTQ0VFBU1NTeJ1KC8vj3fv3rFlyxZUVFT4448/uHDhAmVlZQwbNky8mA6UCK5evUp+fj7jxo1j1apV3L17F319fbS0tLhy5QoGBgY4OTkRERFBdnY2w4cPp7W1lbVr11JUVERqairx8fG8fv0aWVlZXFxcWLx4Mb29vQQFBTFo0CBGjRrFlStX+P777+nq6hIjsYiICMHoe/36NcnJySgqKjJo0CB0dXV5//49iYmJ9Pf34+fnx9atW9m9ezcGBgbY2dkRERHB0qVLyc/P55dffhHw0IKCAoyNjTlx4gQbNmzAxsaGxMREdHV1+emnnzh69KjQqQ1AZufNm0dycrLIN926dUsEq7ds2cKoUaN4+/Yt+vr6uLu7ExERQWBgoHjNtbS0FDqmT58+UVRUJAC5XV1dPH36FBUVFYyMjAQd/+jRo+KmnZiYiKenJ3///bfQSxkZGeHp6YmMjAxSUlIcOHCAmJgYpk6dSnJyMpcuXeLo0aNERESgqKhIVlaWaDhu3ryZ06dP8+HDB9Fm1dXVFZv0hAkTaGtrE7mlefPmAfDq1SvWrVuHtLQ0q1evFq9DA5y3zs5Odu/eLW7+VlZWhIeHs3btWnp7e+nt7WXBggXU1NQQHBzM0KFDycvLo7KyEnV1dQwNDVFXV2fNmjWUlpYyfvx4jI2NcXFxobm5mfnz52NjY0NYWBiWlpZkZ2ejp6dHSEgINjY2WFpaIicnR0hIiMg8BQQEUFVVRXd3t2iWP3v2jD/++IOnT5/i4ODA58+fRdNx/vz5zJs3j6ysLKZOncqdO3cwMDAQBo01a9aQmZnJ48ePUVVV5a+//kJCQoJp06ZRUFBAS0sL2trapKeno6SkxJw5c3j16hXPnj0jNzcXbW1t4di9du2aaPRlZ2ezc+dO/P39CQkJ4datW6xbt45Pnz6RmZnJokWLqK2tZf78+TQ3NzNo0CDOnDmDiooKLi4uyMvLC6jv1KlTuXz5MmfOnOHdu3fC8hAXF4eamhpv3rxhypQpHDt2jBMnTiAnJ8edO3cwMzOjs7OT1tZWANGYHDNmjBitysrKUlZWRnx8PDt27EBCQoLc3FyeP3+OtbU127ZtY+bMmZSUlDBz5kw8PT25ePEiHz9+JDQ0lN7eXi5duiQu/2fPnmX9+vWYm5sjKytLdHS0eAAYALMXFRVx5MgRwX/z9/ensrKS9PR00tPTWbNmjSjiDBkyhJqaGjQ1NcnLy2P48OFcv35dhOkPHDggOHOzZ8+mu7ubwsJCrK2tUVdX59y5c3z77bcsWbKEoUOHsnTpUp4+fYq/vz+GhoY8e/aMvXv3itFramoq5ubmZGZmUl1dzY0bN1BSUqKrq4vCwkJ6e3spKSmhqamJWbNm4eXlxf3794mJiaGsrIwNGzagoaGBs7MzjY2NlJSUMHnyZHp6eujt7cXd3V3w4zw9PUUJ5f79+9ja2lJcXIy3tzfjx4/n66+/JjY2FlVVVby9vXnz5g2+vr50dXURHx+Pvb09paWl7Ny5k8TERCZOnEhsbCyysrKMGDECXV1dXFxcMDU1paSkhL/++utfKft/u3755ZcdL168YMWKFTg5OaGrq8urV68E6mDAZ+fm5iZAeAPZs4sXLxIUFMSsWbOwtrZmzJgx1NfXM2zYMBH+HPB8PX78mIaGBkpLS4mMjBSuTV1dXdLT0ykvL+ePP/7g3r17rFq1ClNTU6FDGpAfm5ubs2zZMiZMmEBqaiq//PKL8NbZ2toiIyPDkCFDGDx4MFFRUQQHB2Nra8vt27dJSUlBWVmZFy9eoKenR2lpKWlpaWRlZTF9+nTKyspYu3YtR48e5ejRo0RFRQnHqZubG7t27RI3UVtbW9rb20lLS0NbW5vy8nJu3rwpXiUDAgJQVVXFxMQEAwMDEhMT6ejoQF9fHxkZGa5fv84333zD7du3sbS0FK698PBwbt26hZWVFa6urpSVleHk5ERpaSk3b95EQkJCULClpKTIzc0VN3B5eXk0NTX5+PEjDg4OTJs2jfLy8v/xta6urmb06NFs2rRJOPwMDAyQlZXl0qVLGBgYYGxsjLq6Op8/f2b27NlkZ2czbNgw3r59K+TyA7aK6upq5s2b97/Ye6+gKs/2fftAIPS26L1Lla40EQsCgqJgVxSNvcVeYpJXE5OYokaN3Rhr7KiIYENFQKQJCipioQgovff633iHe+a398588+3l3k8ck7WedT/XdZ7HwW+//UZXVxcSiYT6+npWrFhBbm4uf//9t/Dm+fj4CAyDlZUVf/zxB7Nnz8bFxYVFixbx66+/ih+hgTxbXV0d3d3dGBoaIiUlhYuLC15eXigoKHD06FFSU1OZMGECOjo6DB8+nPT0dDw9PQkNDaWuro78/HxsbGyEw3br1q24uLiIrN/s2bP5888/SUhIoLGxEW9vb1xcXGhra6O9vZ0XL14QGhrKn3/+iba2NnPnzuXZs2e8evWKs2fPEhwcTFNTEwsWLMDKygojIyMkEgnDhw9n9+7dSCQSvv32W8zMzBg8eDA///wzCQkJ+Pj4MGHCBH755RdcXV0FZDMhIYHCwkKys7MpLi5mzpw5PHv2jHnz5uHn50dRURF//fUXKioqNDY2YmZmxsiRI8VU5OzZs/z+++84ODggIyNDbW0tz58/p7CwkC+//JJPnz4xaNAgOjs7GTZsGL29vcjJyTF48GB++uknjhw5ItY5qqqq5ObmIicnJ/ATW7ZsQUFBgYqKCjQ1NVm/fr1wSero6BAVFYWmpiZxcXEC43Ls2DG2b98u1qnv37/H19eXtLQ0Pn78SHFxMY6Ojjx9+pSQkBCOHz8upu1aWlp0dXXh4eEh1mX379+npqaGlStX0tTUhJaWFqmpqTx8+JCZM2eyYcMGEW3w8/Pj6NGjFBcXY25ujpSUFPv37xd09BkzZnDr1i12797NihUrhBxbIpFQVFREeXk5I0eO5NatW7x48YKWlhaePXvGhg0bWLZsGR8/fsTR0ZG4uDgmTZokwKIDKzt3d3dmzZpFRUUF2tralJaWYmdnxw8//CCcjuXl5YwZM4by8nIhl9+0aRNSUlIUFRVx//59M0oBOQAAIABJREFUrl69io2NDd3d3bS1tTF+/HhSUlJobm7m5cuXFBcXM2PGDFavXs0vv/xCdXU1+vr6VFRUoK+vz4wZM7CyssLe3l5Mn2tra8nOzmbo0KGMGzcOVVVVYmJi+Pz5M/Hx8cjIyODt7c3Hjx/p6+vD0dERR0dHlJWV+frrr1m3bh137twhKyuLjo4ONDQ0UFZWRktLi+rqarEenTBhArGxsSxYsICYmBiRE3R1dcXQ0BBLS0umTZvGl19+iUQiYdSoUcybN4+ZM2cK2v8ACmrXrl0cP36cs2fPUltbS29vLxUVFaJx/PbtW/Ly8lBVVaWjo4O6ujq2bNlCWlqaAOHGxsYKWO2IESOYNGkS8vLyvH79GktLS+7du4eSkhK//voroaGhrFixgiNHjtDQ0ICjoyNaWlo0NTVhaWkpHMbBwcF4e3tTVFSEhoYG5ubmNDY2kpubK14qByTpA+W7nJwcAgICKC4uxsXFhcuXL5OdnU1dXR3r16+nv78fOzs7Xrx4IYDCLi4uLFmyBCcnJxITE1m+fDn/+c9/WL16Nbdv3+b48ePcuXOHCRMmMGzYMJYsWcKGDRvIyMhAUVEROzs7kpKSUFFRwcDAAHd3d6qqqrh8+TJycnJkZWWhoKAg8skDz8qamhoePXpET08P7u7uODg4cObMGczNzUlJSRHlmdevX/P582fx0t/Y2Ehvby9WVlZISUmhoaGBhYUF69ato7y8nHfv3v2L5/hfz19//bX91KlT+Pj4iAfZgFakuroadXV1HBwciI+P5+3bt6SmpqKrq0trayvLli3j9u3b+Pr6Mn/+fNra2igsLMTExITq6mpGjhyJRCLhxo0bzJw5k9evX2NtbY2VlRXZ2dlERkZiYWHBP//8Q1NTEytXrhTy566uLuEnzMvL4+rVq+jo6CAvL09bWxtRUVF8+PABaWlpFixYgJmZGbm5ubx//57c3FyhiTE2NsbIyAgLCwvOnz+Pr68vM2bMICUlhcWLFzNx4kQePnxITEwMo0ePZvv27WRnZ2Nubs64ceNobGzk2LFj7N+/n+DgYK5cucLRo0cZMWIElZWVPHv2jI6ODtEqKywsxNzcnJycHEaOHMmTJ0/o7OwUKqsBOvi9e/doaWlBVVWVpKQkuru7xYN73Lhx/PLLL8yZMweAuro6LC0txfpQWloaRUVFDh06xNChQ3FyckJPTw9zc3NBgv/tt99EWw3AysqKkydPMmvWLJqbm3F2dmb06NH09/czevRo0tPTWb58OdeuXePo0aPMmzeP9PR0lixZwn/+8x+WLFnC2rVr8fLyEqaEQYMG0dLSwsGDB/n+++8xNTXFxMSE3377TWRtYmJi+OOPP6ipqcHe3p7q6mpiY2Px8vLi06dPNDQ04OfnJ7Adqamp7N27l5EjR6KlpSXWrpqampw8eRJ5eXlOnz6NnZ0dkyZNwt7eHj09PQYKMSoqKtTX17N582YGDx7MkSNHCAwMJDs7W0zVpk2bJhrJR48e5fLly0IOX1FRQUxMDOvXr2f27NlYWFigqKgoHugWFhZER0dz7do1tLW1hUXjyJEjZGdnM3LkSExMTJCVlUVKSoqwsDB6enp48uQJDQ0NpKSk4Ovry969e9m9ezcAGhoa6OjoEBcXR01NDTIyMqIFPPC5unbtGhERETx58oTTp08TGRkpclUpKSnY29vj4eFBfn4+796948OHD8ydO5dDhw7x6NEjhg0bRnx8PCoqKoSGhiIrK0tjYyOPHz/G39+f6Ohonj9/Lv6/NDY24ufnx969e7G0tKSurg5bW1uio6NJSUlBV1eXmpoaLl26RHd3N4GBgXz69ImWlhb09PRISkri7du3xMXFoaioSGlpqSgHWVlZcfv2bRYtWiQydKmpqTQ1NXHq1Cn6+/upq6vj0qVLJCYmMnXqVNatW0dAQAAvXrxgz549pKWl8fz5c5YvX87IkSOxs7Nj//79aGtr8/79e7799lsWLVrEvXv3kJKSIiAggB07duDm5sYPP/wgBNmnTp1i7969REVF8c033xAbG8uIESOE6Pr58+cCDdPX1yfynQkJCRgaGvLx40dxcbO3t2fDhg2Eh4fT0dGBr68vERERTJ8+nfT0dBobG4WeaQDTExUVJUomhoaGREZG8vHjR/T09FBXV6e5uZlDhw4hkUhISUmhqqqK58+fY2FhgZWVFZqammJ7sWPHDrZt28agQYPYvXs3W7ZsobS0lKysLIKCgsjOzmbIkCEoKCiI752ZmZlYy9fW1jJp0iTU1dUZNmwYW7duRU1NjdDQUBITE3n9+jVOTk40NDTQ0dHB4cOHmTZtGn19fTx69Ig5c+bQ1dXFpk2bCAkJYfPmzdy8eZPOzk7Onz+Pubk5K1euZO3atUhLSwPQ3NzM0qVLWbx4MTIyMixYsIDnz5/T0dEhXj6rqqrQ1dXl77//FriNK1euYG5uTk9PD9LS0qSlpQmvZk5ODnPnzhV5W19fX548eYKxsTHt7e0UFRXx/fff8/PPP4tyWXt7u8haJiYmsnLlShITE+nq6mLIkCG8ePECKysr8TKqra2NnJwc+vr6SElJISUlRWdnp9CERUREMGHCBDQ1Nens7BT5yz/++AMHBwdiYmL+TwRowFva19eHubk5r1+/5t69e3z77bcoKCggJSVFaWkpampqvH//XmS5MzMzsbOzE2UZd3d3goKCaGpqIikpiXXr1qGpqSmwJ5WVlRgYGHDo0CHx/fPx8cHb2xt7e3uMjIwwNDRk2LBh5OXlUVJSwp49e1i7di3Ozs588cUXqKqqCn7awYMHmTBhAkpKSpw7d46IiAhhv0hOTsbc3JyWlhYAXFxc6OvrEwrEhw8f/ntR+1/P4cOHt9fW1vLy5Uvu3LmDq6srU6dORSKRoKenx7t375CSkhKuzpcvX4q1wbZt29i2bRsRERE0NTXx5Zdf4uPjw4gRI3B0dGTz5s3cv3+fsWPHoqenh4KCgoBXvn37lsmTJwusxu3bt1FVVUVWVpaEhASCgoIICgpCXV1dvLUuXLiQ8ePHU1VVhaGhIX19fXR2dlJWVoaamhphYWHIyMhQWlqKj48PFy5cIC8vDw8PD7744guUlJTQ1tZGU1MTCwsL7t+/T19fH0uXLuXNmzcMHjyYFStW4O/vL/x9o0aNorS0VEAdm5ubmThxIhcvXmT9+vVCnTNwWVy6dCkGBgZcuHABd3d3fvnlFxYuXChCm2ZmZmRkZLBs2TIBPx0IZW/YsIGcnBw6OjowMTFBRkaGixcv8uHDB0xMTAgKCuLAgQPCgThz5kzWrl2LpaUl6enppKWl8eLFCzZu3Eh8fDy9vb2sWbOGhQsXMm3aNF69esVA03nAL3f+/HkeP37M3LlzKSsrY+PGjezevRtPT0+sra1pampi27ZtqKurExgYiIaGBtOmTSMnJ4fu7m6ePn2Kj48Pw4YNo76+noiICHx8fFixYgWdnZ2sW7eO3t5eLl++jIuLCxERESQlJWFvb8/79+/p7OzkzZs3BAQEoKOjw/Pnz/nzzz+Jj4+nqKgINTU1/v77b7S0tDA0NOTvv//G1tZWjNpv3rwpGFS+vr6oqKhw7do1jI2NKSsrIzw8HAsLC9LT06mpqcHFxQUFBQViYmLYs2cPc+fORVNTk56eHj5+/MjChQsF9LSnp0fkcAwMDAC4dOkSAQEB6Ovrc/36de7fv4+xsTGHDh3iw4cPnD59mv7+fmRlZYUs/tWrVwJ1sGfPHkpKSujv7+fTp08UFxczYcIEcnNzBSssLy8PPz8/9PX1sbS0FKDnK1euUFdXx3/+8x8cHR2Rl5fH2NiYI0eOCJFzfHw8NTU1+Pv7s3z5ctra2jAyMmLr1q0cOXIEc3NzLl68yKNHjygvL6esrAwNDQ309fXR0dFBS0tLtKFrampobGwkISFBKKUmTZpEcHAwX3zxBenp6Wzfvp379+9TW1tLXFwcLS0tQrfW2tpKR0cHurq6NDY2YmVlxYcPH8jNzSUzM5O+vj76+/tpaGjg0aNHxMbGsnbtWrFC++677wgJCRFqqg8fPjBlyhT8/PwoLi4WcuuHDx+yc+dOXFxcCA8Pp7e3l9zcXKE+8/HxwcTEBH19fSorK1FRUUFKSorGxkbhDB5g/c2YMYP6+nqePXsm2IxDhgxBUVGR4uJiSkpKePfuHatWrUJeXh4vLy9aW1uJjIzk9OnT/PXXX1hZWdHR0YGtrS2LFy9GRUWFqVOnMmTIENrb24XL9cKFC+Tk5NDc3CyUXl5eXmhra3Pnzh2kpKQwMTERmahp06YRFBTEy5cv0dDQICIiAlVVVbEmlZWVJTU1FV9fX1avXo2fnx+rV69GWloaLS0t/Pz8+OWXX0hJSRFsrdjYWDZt2kRBQQE+Pj7AfxEz8fHxuLm50dLSwuHDhykpKUFTU5PLly8TEhKCvLw8nz9/xtXVFW9vb1JTU8nLyyMtLY1t27bh6upKc3Mz9+7dIzo6mi+//JKQkBBiY2OZNm0a0dHRvH79mhUrVmBlZUVWVhZubm4sXLgQeXl5GhoasLOz49y5c/j7+1NSUoKJiQnt7e2oqqpy8eJF1qxZg7GxMV1dXdTV1TFq1CgqKioIDw8nJiaGiooKamtrsbS0pKenhzt37jBr1iysra1pbGykr6+PJ0+ekJ+fz4sXLygsLBT//HfffYezszPh4eHo6urS3t6Oh4cHBQUFIoeqoKBAfHw8T5484fnz50RHRzNmzBgaGhr49ttvOXr0KO/fv+fUqVPs27ePjo4OrK2txaUwKiqK7u5u3rx5w8yZM3FycqKgoAAdHR1Gjx6Ni4sLR48epbOzE3Nzc1avXs348eM5ffo04eHhyMjICDfy77//TlhYGGpqaty8eZPAwEC2b9+OpqYmDg4OouRnY2PDuXPnUFJS4ubNm9TU1IgcnLy8PMXFxZSWlooJWlFREbNmzSIxMZGcnByampooLy/n8OHDfPr0iW+//ZabN29ibW2Nu7s7I0aMYM2aNdy/f58lS5aQmJiIhYWFgK4PeGxzcnJ4/Pjxv2WC//WcOHFi++LFizE2NiY/Px9bW1vU1NTo7u6mr69PSGjj4uKIjIwU2AUlJSU8PT25fv06I0aMwM7OjsrKSpqamjhx4oT4gDU3N+Pj44Oenh7Hjx/H398fJSUlCgoKePr0KVOmTOHKlSusWbOG6OhosTfPzMykqakJX19fjIyMGDt2LM+fP+f27dvCKTls2DBsbGx49eoVPj4+3LlzB3V1dSQSCcXFxURGRtLQ0EB8fDzZ2dlkZmaipaWFqqoqDQ0NgoUWFxfHiRMncHFxwd7eHh8fHxwcHAgICODdu3e4u7uzZMkSrl69ipOTE3PnziUuLg4lJSUMDQ3ZunWrkM8/e/ZMrD3fvHnDmDFjaGtro6urS4zLZWRkqK6uFq2jgalaSUkJtra2ODg4CEfgqVOnmDVrFuXl5ZSUlFBYWEhHRwfjxo2jqamJ9evXY2BgQE5ODrq6ugJHcfXqVVatWiXQDRcuXGDSpEk4ODiQnJxMe3s7p06d4sCBA3h4eGBqasqpU6dYs2YNfn5+pKSkCFODtrY25eXlmJubo6ioCPyXf5Sfny9sB1VVVTx58oTjx48DCJJ9SUmJCK7fvXuX/v5+VFVViY2N5cCBAwQEBKCioiIukd7e3pSXl2NiYsLIkSPJzc1l2bJlvHv3jvHjxxMUFISdnR1mZmaMGjWKTZs2CcF4VFQU+fn5BAQE8Pr1a7Zu3UpWVhb3798nLCyMhw8f4unpSUlJCdOnT6eqqkqsgzo7O7l48SISiURMSu7fv093dzfGxsacP3+ekpISrK2tkZGRQUpKCgsLC1RVVVm5cqUIqsN/m2kzZ85ESUmJa9euoa+vT0NDA/Pnz2fXrl34+fnx+fNnnjx5wtatWwEoLS3l3r17wroRFhbGvn378PPzo7Kykr6+PmRkZARz7I8//hAoCk9PT4yNjQUA2NTUlM+fP3Ps2DGGDRuGmpoa/f39ZGdnk5eXx+3bt5k4cSITJkxAW1tbTIKbm5vF5KWjo4MXL17g6upKUFAQU6dOZdu2bSIbefToUa5evSr+TCkpKZYtW8auXbuoqKjg3LlzxMbG8uzZM0pKSpgyZQp9fX34+/vj7+/PnTt3WLlyJebm5qiqqoqC0vXr1+np6SEqKoozZ86QlpbG8ePHCQkJobq6GolEgrS0NAcOHGDIkCE0NTXh5uaGs7MzZWVlGBkZceDAAbq6ulBSUmLr1q3cvHmTwYMH4+XlhYeHBy9fvqSuro7Q0FCKioq4cuUKW7ZsISQkhI6ODhQVFenu7ubhw4fMnTtXAGrfvHmDuro68+bNIy8vjz179vDgwQOGDRtGYmIit2/fFjDVlStX0tfXR3V1NQsWLKCwsJD6+noSExPx8vIiOTmZZcuWMWbMGAoLCxk+fDjS0tLMmzeP4OBgfH19KSkpEa1OZ2dnnJyc+PPPPzlx4gT379/nw4cPZGZmiqjAAJC4o6MDV1dX9PT00NLSIjc3V6xwx48fj7OzM+7u7ujr6yORSLh8+TJ//fUX48ePJyIiAgsLC+Li4jAxMcHW1paVK1fy999/iyljdHQ0jx49Yu7cuZiamnLv3j0KCwuRSCSsWrWK3377DWtrawwNDcnMzKS0tJTi4mLc3Nxwd3fHwMCA7du38+rVK/z8/LC1tRWfi1evXlFfXy9+WxQVFQUEevjw4dTX1+Ps7MzkyZM5cuQIWVlZvH37luHDh9PS0kJGRgYlJSUkJSVhbm5OcHAwhw4dEkYBc3Nz6urqyMjIQEFBgfnz5+Pp6YmhoaFwvxYWFlJbW0tERASKioo8fvyY2tpaUlJSCAoK4tKlSzQ1NfH27VvOnz/Phg0bsLe3x9nZGVdXV8LDwwG4fPmymKJ9/PiRtrY27t+/z9ChQ7lx44YYCFRVVfHNN98IS4inpyfv37+no6MD+G+W78CBA2zYsIFHjx7R39+PpqYmd+/eZerUqcjJyTFp0iTOnTvHu3fviIqK4uXLlygqKpKfn09MTAwhISGkpqYKuHBYWBiysrICZP/+/XucnZ05c+YMeXl5hIWF8fvvvzN58mTMzMyIjo5m+vTpDBs2jOzsbFauXEl6erpA8lRVVfHVV18hLy9PZ2cn8vLy3Lt3jx07dghe4sePH+nq6uLrr7/Gx8eHBw8e/DtR+1/Pvn37ti9cuJD379+zefNm5OXluXnzJk5OTnzxxRcsWrSIsrIykQF6+/Ytnp6enD17lr/++ov6+no8PDxITU1lypQpqKurExkZyYwZM1BVVcXFxYUFCxbQ19dHSUmJyGllZGTw008//R8RdWdnJzY2Nhw+fJjNmzejrq7Oq1ev+Pz5MxkZGQwePBg5OTnq6+txc3MTyhVfX19evXpFVFQUy5cvF7Tmly9foqmpyfTp0/H19WXVqlUYGhri7e3N5MmTWbp0KYaGhkL7MWvWLAD8/f0JDg4W1Otdu3Yxa9YsPDw8sLa2Fv+eU6dOERkZyaZNm/Dz82PQoEF8+vQJBweH/9PW27x5M9999x1xcXGUlpbi4OBAXV0dOTk5DB48mJaWFoYPH87evXsZOnQoFhYW7N27F2VlZezs7Ojo6GDMmDF4eHiIYHZ9fT1dXV3Y2dmxe/duXr9+zejRozE0NOTWrVvMnz+fU6dOISsrS0BAgHgwXbhwgXXr1uHh4UFGRgYfP35k5MiRPHz4kDdv3pCTk0NeXh6BgYHo6ekRHh7OkCFD6O/v56uvvuLChQtcu3ZNhKMHQLhfffUV/v7+nDhxgpycHI4ePcry5cvZsmUL8+fPF+iUrKwsli1bRnBwMDIyMgAiUD7w43LmzBkWLFjAkSNHWLhwIbGxsejp6TFo0CB27tzJ5MmTKSsrw8LCAllZWVpbW9myZQuXL19m3LhxlJaWCmPEAGvo77//ZvXq1dy6dQsHBweio6PR19fHw8ODFStWkJCQQHx8PA8fPsTe3h6JRMKUKVP49OkT0dHRLFiwgPLyclxdXTl48CBv3rxh2LBhlJeXs2bNGjo6Omhvb2flypVMnjyZoqIiQQafOnUqFy9eJCMjA2tra8EL/PTpE87OzpSUlLBv3z4cHBzQ1tZm9uzZ/wc4fO7cOebMmcOTJ0+IiYnh66+/pr+/n48fPxIaGkpPT4+wBaSnp1NVVSX4Tnp6ety/f58JEyYQEBCAjY0Ns2bN4tq1a3h7eyMjI0NVVRV9fX1MmTIFQGiagoODqaysFMWhRYsWCdyIlZUV0tLSrFmzhu7ubry9vQkODsbLy4u4uLj/84ypqKggPj6ekSNH4u3tTUFBAX///beY5C1btozAwEBWrlxJUlISOTk5aGhosGXLFry8vDAwMMDPz49t27aJOEZLSws7duzAwMCAw4cPM2zYMDQ0NDAyMkJZWZmJEyfi6emJv78/EyZMQF9fnzlz5hAUFIStrS06OjrcunWL9PR0NDQ0mDNnDmpqajQ0NGBvb4+5uTmlpaWcPn2ap0+f8uzZM5SVlVFWViY7O1tMi7W0tDAyMqK5uZmIiAju3LnDpk2baGlpwcjIiDt37jBo0CDevHlDeXk5oaGhxMXFYWpqyvv376mtrWXEiBEsW7ZMcCAtLCyoq6tj165d7Nu3D11dXSFLd3R0xMfHRwS4s7Oz2bx5M+3t7TQ3N4vAt56eHoWFhQKRdO/ePR48eEBVVRWvX78GYOfOncydO5fnz5+LqMJAQP7SpUtMnjyZ5ORkWltb2bp1KwcPHmTjxo38+OOPlJaW4uzsTG9vL+vXr+fbb78lLy+PQ4cO8dNPP6Gvr8/Dhw/FdFFGRgYXFxc2bdqEnp4eS5cuFWWsV69eMXnyZLZu3cqiRYtoaWlBSUmJly9fkpeXh66uLm5ubiQlJQnJ/MWLF1FWVkZRURE3Nzfu37/P8+fPWbVqFba2tnR0dHDjxg3evHlDeHg4jx8/prGxkbNnz/LDDz9w4MABgTUZuNivWrWKAwcOiCZ5e3u7aIX39PSIZ/HmzZsFWPrTp088ePCAxMRElJSUqKqqYvPmzbS1tWFoaIijoyMVFRWUl5cjkUjo7OxkyZIl1NXVoa2tjYODA8eOHSM4OBhHR0daWloYMmQIEokEiUTC9evX0dPTo62tjZCQELKzs5GSkkJHRwdDQ0MePnwo4MUDn/nFixcLjqe9vT3GxsYCwSKRSHj//j1//fUXPj4+vHr1ChcXF2Hr0NLSwtbWFj09PTw8PEhPTyc0NBRDQ0OOHz/Ohw8fiIqKYuXKlXz//fdIJBJqa2uxs7Nj+/bt6OnpYW1tLdrGGzdupKysjKioKDo7O1FRUcHT05Pc3FzS0tL+LRP8r+fw4cPbB4B2ZmZmfPr0CRsbG4yNjUVL0d7eHk1NTSIiIti8eTPW1tZ4eHiQl5eHtLQ0srKyfPz4EU9PTy5fvkxTUxP9/f0oKyujoqKCi4sLc+bMISQkRNCrCwoKGDp0KF9//TW7du0iJyeH5ORk7t69S3BwMNHR0WK/39vbi7e3N/r6+sIt+Mcff+Dq6kpAQAArVqwQ7C4TExOmTJki0AUDQc2cnBwmTpyIv78/z549o6urC0NDQ+7cuYOGhobAN+Tk5FBVVUVra6soLgwZMoTExEQqKipYsmQJDx48EDy27u5uZs+ezdq1awkODiYoKIi8vDyGDh2Kqakpd+7cISoqis+fP7NlyxYyMjIwNzfH19eXqKgowb65fv06v/zyi2ivKSkpCXzGgBewrq4OeXl5lJWVcXZ2FpVqTU1N/P390dTUFIHd6upqPn/+jLS0NI8fP8bKyorExERkZWXR1NSkqqqKrq4uDAwM2LVrF6tXr6a/v5/ly5ejr69PX18fmpqa6OjocOnSJRYsWEBZWZngr61ZswYXFxfWrFnD0KFDsbW1RVpamsGDB1NSUoJEIiE1NZW0tDTev38vJgxubm7s27cPFRUVysrKKCsrE+v0AY3KN998g7a2NlZWVoI7pq2tzZkzZ7C3t0dHRwcHBwc0NDQYOnQoNjY2nD9/XmRVBkCcurq6xMTEYGxszNSpU8nMzMTAwABTU1NCQkKorKyksrKS7777jsjISGpraykoKBCB/3PnzjF//nxUVFRISEjg7NmztLW1oa2tzdixYzExMaGrq4tjx46hp6dHQ0ODaM09e/YMGxsbMQ3Jzs6mpaUFJycnrK2tRYNOQUEBHR0dnj17RmBgIKampgJqfPLkSYqKinByckJeXh5/f3+RZfT396eyspIbN26grq5Od3c37u7uglQ/cPksKCggKCgILS0t3r9/z/Hjx7G3t6eqqoqysjIMDAyora3F19eXBw8eiLp+SUkJ/v7+bNq0iSlTppCXl0dycjIKCgrU1tYiLS3Nu3fviIyMpL+/n3PnztHb24utrS3Dhg0T4GszMzP2798vyPPHjh2jq6sLT09PpKSk2LVrF//88w8//PADKSkpuLq6cvr0aZKSksjOzubRo0fMmzePtLQ0FixYgJ6eHtnZ2SxYsAAlJSUmTJjA5MmTiYqKws7ODjU1NaytrTl58qR4c29qaqKqqopVq1aJv3dycjKDBg0iODhY6KQOHDiArq6uiErY2NhQWlrK8uXLGT16NLdv32bx4sWiNPDHH38IrtjevXuZP38+6urqqKioCPTP7Nmzefr0KV1dXfT29tLc3Ex4eDhdXV1YW1tz7949Pn78yKhRoygvL2fo0KHIycmhoKDAxIkTiY6O5vPnzwQEBGBiYoKLiwuampp0dHSgpaVFZGQkjx494vr163R0dFBaWsrGjRu5cuUK4eHhKCoqcvLkSfr7+9myZQunTp2ipqZGTNsNDAwIDg6mr68Pe3t7HBwc8PDwwNPTk3/++Qdzc3OGDRtGdXU1BQUF/P777+zevZtx48Zx7NgxnJ2dUVBQ4N69e3z99dfo6uqSlpZGRUX7IOJcAAAgAElEQVQFKioqODs7c/nyZSwsLNDQ0GDu3LkMGTIEeXl5kUELDw8fyCtx9+5dvvjiC86dO0dBQQG//vor0dHR+Pj4iC1LZWUlnZ2dZGVl8fnzZ/bs2cOnT5/Q1NTE2tqalStXsnXrVrS0tJg9e7bwTM6aNYvAwEDevHlDT0+PMEOsWrUKPz8/ocIqLy8nKChIuI6lpaVxcHCgpaWFK1euiMJKeXk5ampqrFq1SmQ0/f39CQ0N5fXr14SGhtLQ0EB6ejoSiQQfHx8B/w4MDMTV1ZX9+/fz448/snnzZjQ0NDAxMRFoKTk5Ofz9/QWTz9DQkBMnTjBp0iQGDRqEnZ0dmZmZ9Pf3ExkZiZKSEtnZ2axYsYL3799TXV1NTU0NDQ0NgtmZmJiIvb09N27coLKyEjU1NaKiorhz545A4RQVFZGUlERbWxstLS34+/tz7do1tm/fLgp+0tLSNDc3Y2lpyQ8//MC8efPYvXu3UEvp6OjQ3d3NpUuX2LZtG2pqajx9+pSysjJ0dXVJTEzk/fv3/17U/tezf//+7TIyMrx79054ErW1tSksLKSxsZGMjAz09PRQVlYWGAUPDw+OHj3KhAkTcHV1JTMzk507d9LV1UV2djYfPnxg+vTpaGtro62tjZ6eHpcvX8bJyYmUlBSkpaXx8vKiqqoKS0tLDh48SFhYGGFhYZiamnLx4kV27txJeno6RUVFVFVV8ebNG5KTk1FXV+fSpUtERUWhra3NhQsXOHToEN999x3R0dHcvXsXXV1dHBwcGDlyJOfOncPR0RFtbW1BzC4pKaG4uFiEcOXk5EhJSeH58+fk5+eTkZGBs7MzDg4OwlN29+5dUbJob2/n66+/pquri507d2JmZoalpSVNTU1CxDsQMJ89ezYHDx6kr68POzs73N3d6ejoICoqiu+//578/HyUlZWpr6+nsbERDw8PkY9ramoiJCQEb29v8vPzmTRpEmfPnqWsrIzy8nL09fWprq6mq6uLu3fv0tjYKN7aPDw8kJKSor6+HnNzcyZNmkRVVRUrVqygpKSE7u5uRo8eTU1NDfPnz+fMmTP4+flx+PBhVFVVxbQhIiKC1tZWtLW1Wb16NRYWFkIknJ2djYaGBuvWrePx48ecPn2aoqIiCgoKKCgo4LfffmPs2LGMGDGCxsZGnj9/zocPH5CSkhLIDGNjYxQUFDAzM6O4uFhMBZycnLh48SI5OTl4enry559/8tVXXzFy5Eju37/Pjh07RJ180KBBQgs2wBgbMWIEp0+fFuL6n376icGDB1NWVsbSpUspLy9n1KhRnD17VqiL1NXVaW9vR0FBAS0tLR4+fMjr16+ZNm0aycnJNDc34+joSFNTEz09PVRWVvLmzRvWrFnDzz//LFRbt2/f5ueff6a0tJT29nYGDRrE0aNHOXDgAH19fRQVFRERESHerquqquju7haN1s+fP1NVVcWDBw/w8PBAXl6eQ4cOMXHiRF6/fo2fnx+3bt2ivLycrq4utm/fTmhoKNevX0dLSwtFRUVcXFwEYkdeXp729nYOHjyIra0tlpaWHDt2DDc3NzIzM2lra8Pe3p6EhASmTJnCjBkz8Pb2BhBaMFNTU7q6uggJCeGbb75h48aNBAUFoaioyM8//4y3tzdLly4VvtbW1laMjY2ZP38+GRkZ7N+/n6tXrwrhfHh4OJcvX2bnzp18/PhRFBJ0dHSQk5Njzpw54sdpy5Yt2NjY8OLFC5KSkvDz8wP+q+xxdXXl66+/ZvHixeTn54uyzdixY8nMzERdXV3knWpraykpKeHmzZuYmZlx8OBBpk6dSlNTE3Z2dhgZGVFRUYGenh7V1dXU1tZia2srMD0ZGRnAf1V0iYmJfPr0CV9fX7q6uoSQPTU1lYiICKSlpUlPT6e9vR1NTU2RkcvLy6O3txdHR0cuXLggmpxhYWGcPXsWMzMz8YI8sD4eNWoUX375peBlPX78mHHjxmFkZISHhwcaGhqUl5fz4sULkZEayBgOKPUG1EQDzsf8/HyCg4OB/9ojnJycsLW1FS7b1tZWamtrefz4MRMnTuTAgQP09PSwcuVKsrOzKS8vJywsjJs3b7J582aKi4vR09PDyMiIxsZG0bAfyPl6eXlRWVkpyhpXr17l9evXYiVZWlpKTEwMs2fPFviMhIQE4b9csGABv/zyCzt27CAgIIC0tDTxMrxr1y7k5OQYO3Ys//zzDxMmTBD8zV9++UWsnq9cuYKPjw+nTp3im2++4c6dO+LPLykpoaqqSsQ4tLW1Bd5o/PjxyMnJERoaSldXFz/++CPTp0+no6OD3Nxcjhw5QmxsLBYWFtjY2CArKyt8nC0tLSxcuJALFy5w9+5dAgICOHHiBFu2bGHdunXMmjWLOXPmiHx2eXk5zs7OWFlZMWPGDC5duoSVlRU5OTlkZGTw3XffibjIgBO3sLCQIUOGCJm7RCKhoqICY2NjHj16xMaNG5GRkcHU1BRXV1d0dXWZMGECxcXFIi+qoKBAZ2cnQ4YMwcLCgu7ubrS0tBg7diz5+fm8fv0aAwMDkpKSUFJS4sKFCyxbtowlS5awfPlykpKScHNz4+PHj9TX11NcXExWVharVq1i6NChpKSk0N7eTlBQEKWlpUhLS5OZmfkvR+1/Pb/++uv2L7/8End3d3744QdiY2OJiIhAQ0MDiURCc3Mza9aswcPDg2fPnpGYmCi+OL29vZw7d46Ojg7Bcxlg4tTU1LBw4UIuXbrEkCFDaG5uFl5OU1NTfv/9dwoKCoiIiEBGRgYNDQ1iYmIoLS3lwIEDLFu2jNOnTzN8+HC0tLRESP38+fOsW7eO1NRUzpw5Q0REBIWFhURFRWFqasrhw4dRVFREXV2doqIiJk2axPbt2wVvbNSoUTx9+hQjIyPk5eVJTk4WDcKBlk1oaCgrV65ES0sLiUSCqampkHpra2szceJEFBQUBCiwublZPFR8fHxwdHTk7du3lJSUcPLkSXFpmj17Nu7u7hQVFQlga1hYGPfu3WPdunX88ccfKCoqUlVVJbAY1dXVnD59miVLllBZWUlxcTEKCgooKChw9+5dNDU1aWhoEG/bixYt4sOHD6JuPnr0aFpbWwVDyNTUFCcnJwFMzc3NpaOjg9bWVtzd3dHV1eX27du0tLRgbGyMt7c3vr6+FBUVoaSkhIuLC87OzqSlpYkfeFNTU168eCEmUW/fvhWt4IEpqpeXF2/fvmXs2LEkJiaiqqpKUVGRcJaqqamJH5GKigrKysrEhSk5OZkpU6YIwO+A9snb25svvvhCNJFcXFxQU1Pjq6++EtPYoUOHMnz4cNzc3HB0dCQzM5O9e/eKnJSMjAwKCgpUVlaiqqrKy5cvUVNT48mTJ4wZM0YgC6SkpNDW1hZrc3V1dZSVlTl//rxYuZqbm4u1zsOHDykuLqarqwtZWVlCQkJobGxkx44dKCkpISMjI8j7X3/9NTdu3CAgIIAvvviCvLw8Pn/+TGRkJGFhYaSkpLBkyRI2bdrE9OnTUVVVpbOzE2lpaWbPns3y5csZNGgQycnJwkG6detW/Pz82LFjhyhaDExQB9ySBgYGJCQkEBUVJcjlly5dEo7Uw4cPo6GhwcOHDzl69CgLFiwgLi5OKLESEhI4fvw4tra2eHt7c/HiRZydnUU2UVFREQsLC3788UcAysrKCAsLw9raWrSxT548ycePH+np6cHPzw8bGxsMDQ25evUqCxcuFGT2rq4uUlJSCAwMZMyYMUhJSQlO4+fPnykvLycwMJBjx45hZGTE9evX2bZtG5qampiZmTF9+nQmTZrE0KFDRRHk0qVLyMvLU1VVxdChQ3n79i0jR47kzZs33Lt3jzNnzmBtbY2amhrS0tKoqqoyfPhwWltbSUtL48iRI6SmpjJp0iSqq6tRVFRkxowZ+Pr6EhYWRlxcHNra2mKS1tzcTEdHB+PHj6e8vFzQ3L28vHj27Bmtra1oampSV1cnGomOjo7IycmRmZlJbm6usMCoqKiIDNzA1Pf27duYm5tTUVHBjBkzRMv0119/paSkhNTUVCIjI7GyssLGxoaMjAwsLCywtbXl7NmzJCYm8uLFC3R0dPjnn39EWcHDw4OmpiYCAgKIj48XnDZDQ0N0dXXFf5fS0lLMzc2xsLDg4sWL2NnZERkZiYuLC1paWixcuJD58+djamqKvb099vb2HDhwgHHjxrF582bxYvT48WMsLS2JiooiKyuL3bt3c/ToUVavXi3AyZGRkdTV1QnQ77Fjx9i2bZvwGi9dupTMzEzKy8tRVlbmxo0bzJ49W7SPB4DCcXFxJCcni+dBU1MT8fHxtLe34+XlRWpqKpmZmcTGxlJZWYmSkhJbtmwhKysLWVlZHj16xPjx44Xvt6CgACUlJfz9/YmJiWHVqlUAPH36lG3btrFgwQLu3r3Lu3fv+PTpE62trbS0tODp6Ymamhq5ubloamry6tUrWlpa2LdvH+Hh4ezevZudO3diamrK5MmTiYiIYMuWLcycOVPw3SZOnIi5uTkqKiokJyeL78rmzZtxdnZGIpFw69YtEhISyMrKIjg4mIULF1JXV4esrKzIvHZ2drJq1Sp+/vlnnJyc+Oabb9i/fz+XLl3C0NCQAwcOEBgYSEFBgSjAeXp6Ehsbi42NDW/fvhUljp9++om4uDg0NDQoLi5m7969GBoa4u7uzvXr1/8tE/yvZ//+/duXL1+OmZkZFhYWQhq7cOFCTp48SXx8PGvWrKG1tZVJkyYxZcoUent7uXfvHt999x1OTk5IJBKRD5gzZw6LFy/m1q1bjBs3Di8vL1paWsjNzWXTpk0ix3DgwAHRGgwMDCQhIUFkWFxcXNizZw9jxoxh3LhxmJqasnHjRuTl5ZGTk+Pp06fcvHmTjRs3kp6eTkdHB/39/djb27N9+3bmzp2Lmpoab9++pbq6GldXVzw8PNDR0aGzsxMjIyPa2tpwc3PDxsYGa2trAfNUUFDgxx9/pLW1lZCQEAwNDbG2thZk8oqKCpqamqipqcHKyoo7d+4QFhbG7NmzefnyJV1dXdTX19PQ0IC+vj6JiYlIS0uzZMkStm/fTmJiIjNnzqSkpIRbt27h6+srrA7Gxsbs37+f2tpaoajy8vJi8uTJxMXF4e3tjbKyMhYWFowbNw43NzfBvKmursba2prIyEjGjBlDWFgYBQUFPHnyhPT0dDFBGFhVdXV1iYbfAJDw9OnTTJw4kaqqKoYPH86QIUOoqakR9XOJREJ7ezupqamsWbOG4cOH4+HhgZycHC9evBBrWH19fQYNGsTixYuxsrJi3Lhx7N69W7SS5OTkRKvR0NBQcMt+//13Xr9+LVhR8fHxdHV14ejoKBg96urqTJgwgSdPnnD37l2kpaXFpc7c3BwZGRnMzMzw8fHB0tKSb7/9ljlz5nDixAl0dXXx8vLi0aNHotgxYLvQ1tbm0aNHVFZWYmZmRlBQkLhAS0lJISsrS0REhNCGZWdn09vbi5mZGdnZ2SgoKFBfX4+CggK2trZIJBLa2toIDQ3F3NycyspKUVzIy8vj1KlTuLi4sHjxYtavX099fT03btwgLi6OsWPHkpKSwpw5czhz5gz9/f3IyckxevRonj59KlAyA/o2Ozs7YS2orq4WAu2SkhLWr19Pa2srWVlZqKiokJWVRXZ2Nnp6etjb2zN69GimT5/O7Nmz+fz5M6NGjSI5OVnQ7UeOHMnYsWP58OEDbm5u6OrqYm1tjZmZGQsXLmTt2rXk5+djamqKmZmZuNRs3LiR6dOnixVjXl4e48ePR1VVVbzEeHl5IZFI0NfXx8HBQWBhkpKSGD9+vCjwuLu7ExcXx9atW8nPzxdOw1u3bjF16lTS09OZP38+Ojo6giAfHh7OuXPncHNzQ05ODolEQmZmJvb29qSlpeHo6Eh1dTXm5ubiR1NaWhpra2uKioqwsbFh27ZtvH37llevXlFWVsbDhw9JS0vjn3/+EVDSEydO0NXVRUZGBpqamrx8+ZIdO3aQkJCAgYEBDQ0N1NTUEBYWhomJCcOGDROYhebmZry8vCgqKmLo0KHo6ekJ0b21tTXjxo3j0qVLTJ8+Xax/VVVVGTNmDNXV1Tg5OQnUQXZ2Nnv27OHJkyd888035Obm4uXlJZA9A6WEY8eOER0dTXl5OR4eHgwfPpzo6GiKioqEYWXAC2xgYIC8vDyPHz9mzZo1xMfHs3TpUnGpzMzMRFZWlurqatra2hgyZAj79u0Twfv+/n5kZGQErqW3t5fY2Fg0NDQ4ePAgd+/eJScnhxs3bpCXl4ezszOysrLIy8tTU1ODp6eniJF0d3cD8NVXX1FQUICKigq///47WVlZRERE0NvbS05ODteuXePq1as8e/ZMTIMH9IRDhw7l0aNHwsdaVVWFk5MTZmZm2NjYkJSURExMDHp6ekydOpWAgADa29t5/fo18vLyFBYW0traSm9vLy9evEBGRoYpU6YwZMgQrKys+P7775k7dy5//vkn5eXlQtVUX1/P77//zrt37/juu++oqqqip6dHID3MzMwELzQpKQl1dXXxUu3o6MhXX30lbC82NjZ4eHjQ1dVFXl6e2OTMmDGDHTt2kJSUxKdPn5g9ezY1NTU8ePBATMv279/PiBEjsLa2RiKR0N3dTVFRkWioZ2dn8/TpUz59+kRtbS1ffPGFAIAHBATg5uaGoaEhly5d4quvvuLx48eCy5eRkYGJiQkZGRnCW6qtrY2trS0//fQTpaWluLm5iUzfhg0bOHr06P90URv0/+P959/z7/n3/Hv+Pf+ef8+/59/z/+H8O1Hjv63PqKgo/vzzTwoLC4mPjxch3QEQXkxMDBERERw+fJhXr17x22+/YWRkJEbanp6etLa2oqysLNg1HR0dVFZWUl1djZaWFvPmzePz58/89ttvREZGiknKqFGjxEqvvLycnp4eLl26hKmpKVlZWYL8/+7dO7y8vHj8+DHW1tb09PTwzz//oK+vj7e3N4MHD2bRokVcuHCBx48fc+zYMaqrq5kxYwYmJiaYmJggJSWFubk506dPZ+zYsYJQn5SUhIuLCwYGBixYsAApKSlUVVWJiIjg06dPfP78mZ6eHlRUVBg+fDgjRoygqamJq1evEhUVJbJIHR0dJCUlMXPmTNLT05GVlSU8PJwPHz6IFY2srCzPnj0jOTmZn3/+mXPnzolQfUZGBuXl5Rw9ehRpaWny8vK4cuUKioqKjB8/nubmZgoLC2lvb6eqqoq2tja8vLxwdnamuLiYlpYW8vPz6e/vx8zMjNTUVIYNG4a2tjYfPnxg586dpKamcv78eVJSUhgzZgxmZmaMHTuWoKAgpk+fztq1a7G3tyclJQULCwshW29paaGxsZHw8HCUlZWprKykpqYGQ0NDAPr6+ggLC0NLS4uVK1fy9u1bCgoKSEpKIjQ0VEwMDh8+TGBgIHfv3kVNTU0UPgwNDQUe5vnz55iYmIjPRmhoKPfv32fy5MlIJBJiYmLw9fVFRkaGJ0+eUFhYSEhICOvXr8fJyYni4mLs7OxISUnh22+/JSkpiZ6eHvz9/VmyZAkzZ84UwvmqqipiY2NFE3Mg26ajo8P48ePJzMzEyckJFRUV/vjjD7y9vcnOzmb69On89NNPeHl5sX79eoyMjHB0dMTLy0tkIIcPH87jx485d+4cpqam3Lhxg3nz5mFoaMiGDRvYt28fISEhBAUFYWpqyqJFiwT37fTp03h6emJpaUlJSQlPnz5FIpGgrKyMjY2NkEQ/ePCAoqIiMflcvnw5Li4uFBcXCw7a999/z/Lly+no6MDLy4t3794xf/58fvzxRwIDA1FTUyMuLo60tDTGjBmDgYEBlpaWZGRkCJm9np4eLi4uQmQ+AF8emCYYGBhw8uRJBg0aRFZWFr29vRQVFTFixAgcHBz48OEDZ8+eFY21uLg4pKSkAES5qL29nYSEBJYuXcqyZcu4ePEiU6ZM4dmzZ7i7u6OlpcWpU6c4duwYcXFxhIaGIiUlhZ6eHhYWFgwaNIiDBw+ydOlSfvrpJ5YtW8bVq1fJz8/HwcGB1tZWpKSkUFJS4tatW/j4+FBcXExbWxs2NjY4OztTXl7O8OHDWbt2LYaGhty9e5fAwEAMDAwYMmQIS5cuZfr06Zw6dYrExEQcHR2ZNm0a/f39jBkzBgcHB+Tk5Pjtt99Yu3YtsbGxeHp6cu3aNdLT00VBSU5ODjMzM65evSowDm1tbbx7947Nmzdz48YNJkyYQGZmpogLLF68mMDAQCHIfvr0Kfv27WP+/PnC5+nh4UFCQgI2NjYivzRQcjl+/Dg1NTW0tbWxfft2LC0tycnJETqvL7/8UnxPN2zYgIaGhphuDojhfXx8aGxsRF1dnZkzZ9LS0kJaWhpZWVlim6Curk5/fz8zZ86ksrISdXV11NXVuXHjBl9++SVVVVX4+fkJ68vs2bPZs2cPKSkppKWlsXHjRk6fPo2vr6+g3ru6uqKurs79+/d59+4dkydPJikpCQUFBWRlZYX6a6DglZycTFDQ/2PvPL+qvNa3O6WK9Lpp0qUL0kUEVFREsYMFxRbFFg0qxpZEk2g0amKJxl4TEStWUGyAWFAUaSJdqigdpLf3wxms8f6+nT/gPGPka4Yx+9n7Xve6rjn9MTMz4+vXr0JhNm3aNAHfNTIyIjMzk7q6Ou7du0doaKhAUDQ3N2NsbCzKL97e3sydO5empiZ8fX1xcXGhuLiYkydPiiJCZGQk7u7uzJ49m1OnTlFaWoq1tTUPHjygpaVFcNW+fPlCW1ubaBHb2NiQnJxMbW0t7u7u6OnpIZFIGDNmDMXFxXz9+pXu7m5evHjB5cuXxWf80qVLeHl5cfDgQX7//XcAkQ9taGggJSWFCRMmCG3T/fv3WbRoETt37sTBwQFbW1vxXTNlyhQSExPZtm0bAQEBtLe3M2fOHLy8vFi7di0AMjIyQm8WEhKChoYGcXFxODk5kZaWhqWlJXp6egQFBeHi4oKlpSUODg7iZmrKlCkEBAQwb948nj59Smxs7P+uPv/b5++//96WmZnJvHnzUFBQoLm5GRUVFaytrQWcbtq0aRw8eJC1a9eSkpKCkZER06dPZ8KECTg6OgrvY59s1djYmPLycvT19QU498uXL/z22290dnYSHh4ufIp3795l/vz5eHl5cePGDZYsWYKenh6amprY2try8eNHqqqq0NXVFU1MKysr1NXVWbVqFV5eXixevBgpKSksLCxoaWlBIpEgJSXF8OHDyczMRF9fn+7ubtrb24XIVkFBgdraWg4fPoyzszNubm5YWFiQlpbGwIEDaWpqQktLS7QAi4uLKS8vR15ens2bN+Po6EhAQAAHDhygoaGBWbNmoaamhra2NsOGDUNdXZ0LFy4I9lZcXByLFy9m8ODBTJgwgYkTJ3Lz5k2cnZ0ZP3480tLSnDt3jitXrlBcXIyBgQHa2tqEhYUhLS2Nmpoa6enpFBYW0tjYKMC5UlJSdHZ28vz5c5Ex6N+/P1evXhVQ346ODnR0dEhPT2fPnj0C5jhhwgRGjBjB8OHDefPmDYmJiYwZMwZZWVlBvv/ll19QVFTEycmJe/fuMWDAACIjIxk/fjyqqqooKSkJlMjChQtZsWIFr1+/pri4GH9/f6ysrHj58iW5ubmcO3eOwYMHo6en1/eSYmpqyoQJEzh+/DhhYWEMHz6cc+fOUVJSgoyMDFZWVty/f5+WlhYyMjJwd3dHV1eXjx8/UldXx61btygpKWHhwoUUFxcjLS0tsBKfP38mKSkJQ0NDAgICePDgAWvWrEFJSYmnT58iIyNDRUUF8+bNw9PTk1u3bmFlZUVBQQG2trbk5eURGhoq9F/ffPMNcXFxmJqasmzZMhQUFFBVVeXnn3+ms7OT3Nxcjh49SktLC2PGjGH37t3U1taSk5NDSEiIYAAWFhaSkpKCq6srz549Y/DgwezatYuJEycKZMnHjx+xtbUlIyMDWVlZAgICaGtro7KykoaGBjo7O2lqahKQ546ODtLT08nLy+P169fExMRgZmaGm5sblpaW/PvvvwIyraGhQXh4OC4uLsTHx6Onp8fVq1fZsWOHaAlmZmby3XffkZCQgJ+fHxUVFVhbW5OYmEhdXR3Pnj1j6tSp/PTTTzg4OHD58mVUVVXR0dEhJCQEa2trTE1NOXz4MFZWVpiYmODh4SEgphs3biQ2NpYpU6aQlpZGTk4Oa9eu5eTJk2hqajJkyBBGjx7NsWPHGDBgAJaWlkRHR9Pb28vw4cN5+/YtVVVVgs+WkpJCcXExYWFhgjO1atUq4dH09/fH2dmZ69ev4+TkJBREz58/Z9SoURgZGQnd1q5du9ixYwcVFRV8++235OTk0N7ejqqqKlOmTBG2CldXV/Lz8ykrKyMvL4/KykrxznV2dgrW1aRJk5g6dSre3t5MmzaNrq4uEhISRBapD6DcN+z3oW3y8/NRUFBAWlqaXbt2UV1dTUpKCgMHDmTSpEk4OTnh5OSEr68vv/76K7dv3yYzM5PQ0FAuXbokiikzZsxASkoKZWVlwsPDCQ4OZs+ePYLBOGHCBLy8vDh58iQqKioCYJuZmcnMmTNZtmwZiYmJTJ48mb/++gt3d3f69+9PY2MjgwcPZv369WzatAkvLy9xRRkfH09rayuNjY34+PiIsPnYsWMxMDDA0tISQ0NDYQB49+4dsrKyODg48PnzZxYtWiQC7H0cvN27dzN06FDGjx9PVlYW7u7uODo6EhgYSElJCSdOnEBHR0eU2PrybcOHD0dRUZHe3l4WLFjA0qVLBcZo6dKlODo6Mnz4cNLT07lw4QI5OTk8ePAAfX19jIyMhJUiMjISX19famtrBRappqYGZ2dnZGRkMDAwICMjg3Xr1lFRUUFPTw/JycmCG3f69GlsbGyEv1haWpqgoCAeP35MTU2NWAacOXOGoUOHirJAXyHF3Nxc4O4g8TwAACAASURBVKDKysq4evUqSkpKeHh4MHHiRObOnSsKPkOHDkVaWprU1FQOHDiAr68vaWlpaGhoYGZmRkVFBbGxsfj4+HDq1Cna29sJCwvj2LFjvHnzBicnJ7Zu3cqBAweYOXMmKSkpHDhwgPnz5zN37lzk5eXp7e3lypUrzJw5UzRLGxsbGTduHIcPH6asrIykpCTs7e359OmTaJPW1tYiIyPDvXv3/jeo/bfP1q1bt/n5+REWFkZCQgKfPn0SIc4+0GNBQQEDBw4UgWJzc3OuXLkiGDCTJ08mKSkJHR0dTExMSElJITs7m3nz5mFubk52djYfP34UL/3Nmzd59OgRAwYMYOXKlbS1tSElJYW1tTU9PT0cOnSIVatWYWlpyapVq8QX5MuXL/H29mbQoEEkJiby6dMn4D/tr/DwcKSlpSkuLubu3bt0d3fTr18/AgICkJaWRlpamqSkJGpraxkxYgQnT57k1KlTTJs2jYCAADHQlZeXIyUlRUhICKqqqjQ3NyORSARGwcDAgPDwcJ4/f46+vj5jx44lMzOTUaNGMXHiROLj4zE1NcXU1JScnBwAFi1axPDhw+nu7kZaWlq0qkxNTTl+/DhdXV3MmTOHtWvXsmrVKioqKgTdvrCwEBUVFWJjY3F2dqagoACAuro6sVmsra1FXV2d9+/fY2Jigo2NDfb29sjJyZGens6jR49ITU3l5cuX3Lhxg4iICOLj45k5cyYaGhpcu3aNbdu2MWTIECwsLGhoaKCoqAgnJyd6e3vp7e1FX18fNTU1EcTV0dFBTk6O3bt3Y2trS0BAAL29vairq1NcXIy5uTlubm5kZmaioqLCpEmTWLZsGe7u7owYMQKJRCKGqb5SxfXr1wV0NSQkhJMnT3Ls2DECAwMJCQlBS0uLR48ekZ+fz4gRI6iqqqKpqQltbW1SU1NpbW0VTS8tLS3U1NSorKzk4cOHYstQVVUltrLnzp0jICCAmJgYMjMzBVYhODiY0tJShgwZgpubG21tbXR0dAjw7IgRIzh37pyg2O/du5dnz54J0v7AgQNJSkpi9erVyMvLM2fOHKSkpJBIJKSlpaGlpUVFRQVRUVF4eHiQlZXFyJEj0dXVBeDBgwfo6urS0dHBwIEDxWfSyMiI4cOHI5FIgP8ElNXU1LC0tMTMzAxfX18UFBQwMjJi+fLlfPjwgYaGBq5du8bJkydJTEwkKSlJfL6VlJSorq6mqqqKzs5OATa2srLC2NgYHR0dCgsLsbKy4uDBg3z9+hUNDQ3Gjh1Leno6XV1dTJkyBRcXFzo6OsTg+vXrVz5+/EhJSQmBgYFoamry8OFDoZKaMmUKqampgkUVEhLC7t270dXVRVlZWZSY+tqrGzZs4MyZM9TU1ODu7k5tbS33799n1qxZTJs2jadPnzJ37lw8PT2JjIzk8+fPIrtTXV3N169fxY+DkpISPT09qKurs3fvXo4fP46Kigr37t3D3t6e+vp6wsPDiYyMZO7cubS3t4scZ0pKCkePHsXc3JyvX7+SmZnJ0qVLsbGxEYe48vJy+vXrR319PVOnTiUzMxN7e3vS0tIoKioS6qvU1FQWL15MaWkp9vb2WFlZsXfvXnx9fbG2tiY7O5vPnz9z6tQpjI2NWbZsGdnZ2UhJSWFqakpMTAyVlZVIJBK2bt3K9evX+fLlC2vXruX333/nu+++459//mHIkCGUl5fT1tbG/v37SUhIELaYqKgopk2bxi+//EJUVBQHDx4UB49nz54REBBAfHw8+/bto7W1lebmZvT19Rk5ciQSiYQrV67g6urK6NGj2b9/P/Hx8UIRWFxczI0bNwD49OkTHR0duLi4EBUVRWVlJTt27ODatWv8/vvvqKur89NPP7Fq1SpevnwpdHmurq4sWbKEZcuWoaioSGhoKM3NzXz48AElJSUcHBzQ1NTkwIEDeHh4cPLkSXx8fFBTU+Pq1assWLBAOHEdHR3R0tLi4sWL9PT0UFlZibOzM3fu3OH169cim7V69WouXLggfofWrFlDcnKy4Or19vZSVVXF1KlTRRO5T3VXX18vhrNBgwahqKhIUVER0tLSGBkZ4eDgwO3bt9HT0+PFixdiOP/nn3/w9/fH0NAQKSkpNDQ0RHPVx8eHBw8eoKCgwKBBg2hvbxcbNS8vL77//nsKCwuJjIyksbGR7OxsQkJC6O7u5uLFiyxatIikpCR8fX0JDg6msrKSSZMmUVhYiK+vLxKJhNLSUpqamoiPj2fNmjW4uroKP/asWbMoKiri2bNnODs7Iy0tzY4dOzh06BBmZmakpaURFBSEg4OD8PnOnj1boGG+fPnC5s2b8fDwoLa2lpaWFmbPns39+/d58+bN/wa1//Y5fPjwttmzZ3P79m3Onz/PypUrOX36NBEREQwePJja2lr8/f35/Pkz3d3d7N+/n/fv3zNx4kRSUlKYNWsW165dY+TIkVRUVPDw4UMmTpzI3r17KS0tJSkpCW9vbxobG9HR0aGgoIBBgwZRXl6Oi4sL2traohn59u1bbt26xciRI8nKymLz5s2kpqZSU1ODm5sbJ0+eZOPGjcTHx/Pzzz9z9+5dZs+ejYuLC3l5ebx584YVK1Zw+fJljIyMmDdvHv/++6+QBHd0dFBUVISjoyMPHz7kypUruLi48ODBAzw8PEhNTUVVVZWnT5+SlZVFU1OToKnfuHGDuro6rl+/zqhRo3j//j0jRowgPz+fYcOGUVJSgo2NDTNmzKB///78888/fdJZMjMzkZKSYt++fTx//hxZWVl6e3vZsWMHPj4+jB07lvXr1wP/8aG1tbWJK8U+z2d1dbVgm2lpafHnn3/i4uJCc3OzCJtramoiJyfHX3/9haenJ4MGDSIzM5Oenh6+++47DAwMiI2NZefOnUyaNInu7m6OHDkiAudbtmxBWVmZx48f09nZibS0NBoaGnz+/BkfHx+uXbtGYGAgubm5lJaWCqF0W1sbFRUV9Dlje3p6SEtLE6iLuro60tPTOX78OPfv32fz5s1MnTqVGzdukJuby8WLF6murmbw4MF8/fpVkMX74MkGBgaiMdeHUcjLy0NWVhZra2usrKwIDQ0V/z8nTZqEgYEBWlpaPHv2jJUrVwoUTHR0NK6urrS2tjJnzhzhKHRycqKoqIjjx49jbm6Oh4eHUHX5+/vT3NzMyJEjsba25vbt27i6umJiYoKhoaHwRNrZ2TFy5Eja29upqqrC2dmZhQsX0tDQwKhRo0R4uqioiOXLl6OmpoaDgwN//PEHL1684OHDh9y9e5fc3Fxh31ixYgVmZmb8/vvvhIaGUlNTw9mzZ3F0dKSyshIFBQUMDQ05ePAgpaWlIqAvJyfH4MGDaWtrE9vP7du3s3nzZoqKioTHMy0tDQcHBzZs2ICBgQFFRUV4enqio6MDwMOHD7lw4QKJiYniaqOsrIzr168zZMgQTp06xfjx4ykoKBBXxV1dXVhZWaGqqioGCTU1NXJzcxk/fjwAenp63L59m379+lFeXk5gYCBubm7Cr+jo6MiAAQMwNTXlp59+Ego4Ozs7EhIShJi8t7eXiIgISkpKxOEvKipKXOd4eXlhb2/PmzdvBLbj7du3fPr0iT/++IN+/foRHR1Nv379qK2tJTMzk8GDB/PkyRPR3L148SIvX75k8ODBvHv3jrdv3+Lk5IS6ujpdXV1ERUWJmMPz589RVVXFyMgIY2NjXFxcOHDgAIMHDxZMShMTExISErh16xY//PADL168QFtbm61bt7J8+XKys7MZNmwY6enpjB49msGDB/Pq1SuMjY2RSCSCQ7VkyRKePXvGX3/9hbKyMt7e3igqKqKjo0NTUxPd3d34+flx7do1urq6sLW1Bf6jj8vOzkZRUZHPnz+zdu1avLy8SElJYf78+cjJyXHlyhUOHDiAk5MT7969o7i4WIjdb9++TXp6Oubm5ly6dElcr504cQJLS0tiYmJE037Dhg0CyColJUV3dzcODg4MGzZM+HUvXLggbDB1dXU0NTVhamrK27dv0dLSIiAggIyMDGxtbSkpKWHSpElCN9Xe3k5xcTGWlpbMmDEDOzs71NTUiI+Pp7q6GisrK1RUVJg4cSJVVVVs2rSJxMREdHR0xKauz4P5zTffcPnyZby9vYmIiKC2tpaqqira29v59OmTQDP5+Pjg5uZGVlaWwHvIysoSHx8v1IKGhobY2trS09PD9OnTyc7ORlVVlZycHGpqajA1NcXOzo4BAwYwdepU1NXVkUgkrFu3jl27dvHPP//g6+vLnTt3mDNnjliOuLq6oq2tjUQiYePGjbx48YLk5GSmTp2KtbU1xsbGyMvL8+uvvwpmnJubG58/f8bPz4+GhgZqampQVlbm4MGDzJ49m5SUFNGm79O+WVtbU1hYKJr0fn5+2NjYkJWVhaqqKjt27GDfvn2cOHGCa9euce7cOSwtLcnLy2PcuHHo6ekxcOBA9PX10dPTIyoqimfPnqGjo4OKigpDhw7ln3/++Z+Z4L991q5du23VqlWkpqaiqKjI+PHjmTVrFs+fP6e0tJSzZ88yY8YMoRXp2xCMGjWK7du3I5FI0NPTQ1dXl82bNxMWFkZKSgoRERFIS0tjYGCArKys+OL68ccfuXr1KkFBQdTV1XHixAnmzJkjKr7W1tZkZWXh5+dHXFwc5ubmaGpqcujQIRYuXEhmZiaVlZXiytXAwIDffvsNFxcXVFVVMTQ0pLm5matXrxIaGkplZSW2trZoa2vj6uqKjIwMR44cYePGjWzfvh01NTUGDx7M9evXWbZsGQBJSUno6ekhLS3Nhw8fOHv2rFCrvHnzBkdHRyHjNTExITg4GHt7e9TV1SktLeXYsWP88ssvfPvttxw7dkz4CpuamlBSUuLZs2dYWlqSlpbGL7/8wh9//MHLly8ZMGAA9+/fR0ZGRrjvzMzMyM3N5d69e0yfPp3W1lYBGJ47dy55eXkMGzZMsH+MjIyYMmUKqqqqJCUlCWecrKysUPGUlJRQUlJC//79qaysZPLkydy6dUtkcqytrRk0aBD379/H1dUVU1NT4Yzsc8t1d3ejqqoqmlCZmZn8+OOP9O/fny1btrBx40aSk5N5/fo1oaGhpKWlsWzZMoYPH46VlZXIWenq6qKvr09ISAg//vijoN1LS0sze/ZscnNzUVdXZ/v27UybNo3y8nLs7OxEs1RbWxsNDQ3WrFnDDz/8QEpKClZWVuTn52Nvb4+trS0SiURs9zw9Pfn8+TNjx45l5cqVmJmZidP9iBEjUFJSYvTo0eTk5NDd3Y2WlhbV1dVIJBLCw8PFBqvvtPz+/XsUFBSYPn06KioqpKSkCCyKrKyswMbcuXMHWVlZfHx86OjooKenhwEDBlBeXk5hYSEnT56kqakJY2NjnJ2daW9vZ/369cTFxWFjYyPyMn1fpA8fPuT58+diS9dnknj27Bn5+fkUFBQgkUjQ1dUlISGB4uJi5syZw8OHDwU0eerUqWRkZBASEsLLly+pra1l1KhR4rth0aJFVFdXc+jQIVasWMHQoUNpamrCzs6OMWPGUFFRQW5uLh0dHaL9qqenx5gxY3j16pWo6PchA65evcrFixdpa2sjNjZWMPosLS25d+8e9fX11NfX8/HjRx49ekRQUJBgPtXU1AhwaUlJCfX19ejo6GBkZERcXJxwCQcHB/Ps2TN27dqFq6srO3fu5O3bt2RnZ9O/f388PT0xMjKiu7sbQ0NDrly5QlBQEB8/fsTExISBAwdSUVHB69ev+f7771FQUKCtrQ09PT1aW1sxNjamsbERU1NTMZSoqKiQnp7O77//LhqEpaWl9O/fn4ULF2JmZsanT58oKSmhurr6/2QNJRIJR48e5YcffuDo0aMYGxszaNAgWlpa8Pb2ZsWKFURERHDu3DkCAwPR0tISNwTbt29n2bJlTJ8+HXNzc4qKikhJScHFxYXFixcLQHjf9d3evXtFDMTY2Jg1a9Zw5swZwfH79OkTBw8exM7OjpCQED58+MCff/7JokWLePHiBdOnT+fZs2f8/vvvJCcnC15ld3c3b968EfmqnJwcbt68SUdHByEhIRgYGJCQkEB7eztTpkyhoqKC6Oho3r9/L/6umpubsba2xsbGhuPHj/Pvv/8yevRoPDw8ePfuHWfPnkVZWZmOjg4sLCzo6OjAyMhINMQvXrzIixcviIyMxNvbm4qKCsHb64thAIwdO5aIiAjKy8s5c+YMCgoK6OrqUl1djZGREcXFxUyaNEm8A/b29jg7O7N06VIqKipQV1fn5cuXaGpq8vPPPzNu3DgqKir4+vUrEyZMELDbgoICRowYQU9PDy0tLSgrK9PQ0ICKigpKSkqcO3cOT09PWlpa2LFjByUlJbx7944dO3agqanJlClThHXA1taWtWvXIiMjg6WlJba2tvTv3x9jY2OePn1Ke3s7ISEhAsN0+/ZtQkJCOHjwINbW1lhYWODg4ICdnZ1wHY8fP54PHz5QX1+PsrIyW7ZsISgoiJCQEG7evImsrKxAsuzbt4/k5GS8vb15+/atiD+ZmJhQX19Pb28vS5cuJTs7m5EjR3Lz5k3ev3+PmpoaXV1dbNy4EX9/f1xcXBgzZgxtbW0kJCTw7Nmz/w1q/+1z8eLFbRoaGsyYMQN9fX3BWZo9ezaDBg1i+vTpJCQk8PDhQ1HFnzt3LpmZmYwdO5YjR46wYMECIiMjxeYhJiZGEM/b2toYMWIE0dHRlJSU8P3339Pc3ExlZaVgZi1dupSIiAh27tzJ69ev0dDQYNCgQSJIbmZmhoWFBYcOHWLlypXCXycjI8Py5cvZtm0b7u7ufPr0iU+fPiGRSEhKSiIoKIhNmzbh7OxMc3OzGD77ZPFVVVWChn/69GlCQ0PR0dEhOzubIUOGMGjQILKysliyZAnFxcW0tLSwZcsWMjIy+PLlC6WlpXz+/BldXV0hsh41ahQFBQWsX7+e7Oxsdu7cKVhU3377LV5eXtTW1nL58mUkEgnl5eXEx8eLnJyOjg4zZswgMTERDQ0Nrl+/joqKCtra2mL41NHRIT8/n0uXLjFx4kSePn3Kx48fCQgIQF5enq1btyIvL4+Xlxe7d+9m7NixpKam4uPjI2S7fdgAfX19Ll++TEREBAMHDuTMmTPMmzePL1++IC0tza1bt9DW1kZZWRl7e3sMDQ2JiIgQ2py8vDySk5Px9fVlwIABrFixgu+++04oRrZt2yauUi9evMiHDx8YO3Ys3d3dDBgwAFVVVRwcHIiIiODOnTs4OTnx008/sWLFCg4cOMC7d+8wNjYWIt++4oWCggIpKSmCRTZq1Cjq6urEYNWnGkpLSxMIgLlz5zJ58mSkpKRobm5m/vz57Ny5UxDs+xRXhYWF9Pb2CgRGZWUllpaWApwZFhbGxIkTKSoqYt68eZw5c0YYFHJychg+fDitra3s3LmTgoIClJSUkEgkmJmZoaury9ChQwW+oU8KraenJ6IHFhYWtLa2CluDra0tx44dw9PTk/r6erS1tXF2dkZKSory8nIWLFiArq4uGhoamJqaMmjQILS0tNDS0mL16tUsXryYsLAwvLy8RK5k/PjxqKmp8eXLF27duoWUlBSampq8e/cOGxsbAPH5/f8HRBUVFd69e8eJEyf47rvvhNXBycmJzMxMioqKKCsrY9CgQYJlaGVlxc2bN6mpqeHIkSM4OzujpaWFRCJh79692NvbExgYSFRUFN9++y16enpMmDCByMhIMjIyqKysJCcnB11dXQIDA+np6REYEzU1NRQVFQkJCUFRUZGEhATKy8sJDg5m8+bNmJiYoKGhwe7du9HR0SEzMxNzc3Oam5vR0tLCxMSEP//8k7KyMqZOnUp6errIdmloaBAbGyt8w87Oznh4eLBixQq0tbXJzs5GXV2dnp4eli1bhkQiEYeD0NBQlJWVqaqqIiQkhN7eXlRVVZk8eTKVlZW8efOGJUuW8PLlSyZMmMC2bdswNjYW/s/x48djZWXF8OHDWblypTBS5OfnizKRoaEhra2t5OfnM3DgQKFj6tuu2draEhsbi5ycHDU1NQQGBvLp0ydkZGQwMzMTB9LGxkZkZWUFyqOqqgpDQ0NsbGwEwsHLy4uoqCgMDQ2ZNm0agYGBaGho4OfnR3V1NZ8+fSIrK4uQkBBGjRqFl5cXx48f58yZMzx69EhcATc2NvL48WMaGhqETL3vQNavXz9UVVUFd7BPYRgcHMzixYuJiYnBx8eH8vJyLl++TF1dHTk5Ofj6+lJRUYGtrS1z587lu+++EwPK7t27xaZu1qxZ/Pbbb9y/f59z585RVVXFkSNHSE5OpqWlhe+//x5bW1ucnZ0FQ+3s2bPiz7tnzx6WLl1KYGAg2traJCcnY2Zmhrm5ORoaGpw6dYrMzEwOHz78f0pzVlZWxMTEUFZWxqxZswgNDWX+/Pm4u7sLM0RWVhZycnLU19fj7u7OggULUFBQIDk5mZSUFMLCwpCVlUVRURFNTU1kZWWFWi8oKIiWlhZu375NUVERrq6uXLt2jblz54rBzdPTk2PHjon3NCoqiujoaP78809mz57NrFmzSEpKYubMmYwbN47+/fsjkUjIzc1l0aJFeHt7k5eXR2pqKlu2bBHlw5aWFoF/GTFihHCzmpubU1BQQE5ODgsWLEBaWprY2FhevHjBoUOHUFBQICsr639Xn//tc/jw4W3ffPMNw4cPp7e3V/gTv379Sk1NDbGxsULyffHiRaZPn05JSQmurq5CcP7y5UuGDBmCjIwM3d3dwkHZ3t6OrKysGLqSk5O5fv062traNDY2MmrUKGRkZJgwYQLLli1jypQpjB49mnv37uHl5UX//v1ZsGABFy5c4N27dxw/fpyFCxdia2uLlZUVTk5O4sRRW1vLuXPnMDIy4s6dO0JxNWrUKDIzMykvL6empoYVK1awcOFCTp8+zZ49e6isrCQuLo6jR48CEBsbK2CcHz9+JDk5GQUFBbKzs/ny5QvPnz9n/vz5HD16lNTUVGxtbXnz5g0SiUTAJfvcaPCffIaxsbEgttfU1NC/f38iIiLQ09MTuZ8VK1bw5MkTOjs76e3txcDAAGlpaVRVVcnIyEBZWRk3NzcUFBQEvT88PJyvX78K0Obp06dxcnJCS0sLR0dHQbXuc1uamppiY2PDtGnT8PDwwM3NjYKCAlatWsXr16/Jz8/Hzc2NkpISgoKCxNXmnj17MDIyQlFREVlZWfz9/cnLy6Ozs5OQkBDq6+vZt28fK1euZOrUqfz5558EBQWJNmafDqpPLRMQEICmpia//fabcFSqqamRn5/Phw8fCA0NFaewyZMnExcXh52dHYmJiQQEBJCenk5WVhYXL17E3d2d7u5usrKykJKSwtHREWVlZW7cuEFDQ4PQOLm7uxMdHS22bhKJhK6uLiwtLbGzs0NVVZWUlBQRDu7q6sLU1JT9+/cLHlp3d7cox2hpaaGkpISJiQlnzpzB19eX7u5urly5grq6Og8ePEBbW5vIyEgsLS05ffo0ZmZmlJWVERERIcTZFRUVrF27FnNzcwwMDETDdP/+/fj4+JCVlSXo5wcOHKCtrY2MjAxmzpwpnIhSUlJERkYybNgwKisraWlpYe/evdjY2KCrq8uZM2eYPXs2T58+pbCwkL/++ovdu3cTGBhIc3MzTU1NGBoaMnbsWHp7e9HW1gbg7du34spOSkqK3377jfr6eszNzVmyZAmXL19m/fr1JCQk4OHhQVdXFy0tLQQFBVFbWyvE9Xv27OH27dviCujRo0eYmJjw9etX/Pz82L17N+rq6sTFxeHn5yeuXfuuEAsKCpCVlWXWrFno6OgQGxvL2LFj2b9/v9hy1tbW8vHjR7Zv305JSYmA5fb9o6qqKuwVfeL1uLg4YXyYM2cOAGZmZjQ3N3P27Fl0dHSoqKhg0aJFQnSfmZnJpEmTaG1tFbqy9vZ2ysrKxLXbvXv3CAgIYM6cOSgpKREVFYW7uzuKioqoq6uLzFN9fb0YyisqKrCwsMDR0ZGdO3diZGREamoqTk5OhIaG0tLSwl9//SUsMDdu3KCzs5Pvv/8eExMTvnz5gqKiIrW1tcybN4/8/HwB8546dSpPnz5l5MiRxMbG0tzczIoVK0hOTqa0tJSIiAjhhVy/fj0qKipER0dz//59QkNDqa6u5s2bN1y5coXvvvuOqKgoCgoKkJGRITExkXHjxons0atXrwgNDaWrqwtjY2N0dXWZP38+AFlZWaKhvmvXLsaNGyeKPVJSUgwbNky8q2FhYdTX11NWVsaECRP4888/mTFjBpcuXcLT05Oenh7BI9PW1sbNzY3Xr18jJSXF0qVLsbe3Z+PGjSgrK7NkyRI6OjrEd8yVK1eEpaNPpO7s7Czeqb6CV2hoKPv27UNHR4fFixcTHh5ObGwsV65cITU1VXDU9u/fL8Ddnz59wtTUlOHDh5OTk8OxY8eEfrGvHKeoqMi2bduYPn06hw8fZsiQIdy4cYOamhqamppYvXo1nZ2d6OvriwG3s7MTU1NT7t27R15eHrt378bY2JigoCBiYmIoKSkRMaC6ujpKSkooLS3l4cOHwm/d1NTEzZs3+fjxIw4ODnz9+pWqqir09PSQkZHBxsaG/Px8WlpaqKqq4unTp5SUlKClpcWtW7c4f/48u3btEm3V9+/fo6SkRExMDDo6Onz58oXr16+TlZVFZmYmgYGBwipjaGjIxIkT2bZtG48ePaK0tJTnz5//b1D7b59Tp05t09PTA/6zIs7MzOT+/fucPHmSO3fuMGHCBJqamujt7aVfv37Ex8dTX1/P0KFDefz4MWPGjCE1NRUFBQU0NTXJyckhNjaWmpoazp8/T2JiIvr6+mhpaXH16lV6enpYuHAh0dHRBAYGIiUlxYsXL1ixYgU2Njbs3LmTw4cPo6ioyNevX1FQUMDW1pagoCAuXbrE3r172blzJ97e3jQ14d80fQAAIABJREFUNfHlyxf09fX5/fffWbVqFS0tLbx8+ZKhQ4fi5+fHkCFDsLGxwdHRUZwsv/nmGwYNGiQI6RcuXODDhw/Iy8tTW1srsAR9H+Y+P2BLS4vQSvUhGNra2ti+fTsuLi4MHTqU0tJS5syZw5EjRygrK8PHx4eMjAzevXuHnJycWE8bGRmJ9f7bt2/R1NQkNjaWlStXcubMGRH6NzIyYvLkybi5udHU1MRvv/3G48ePmTVrFq6urty8eZO9e/dibGyMl5cXqqqqrFu3joEDB2JpaUlCQgJ1dXV4e3uTmppKYGCg2AgmJSUxffp0Pn78yPv378UV1OrVq4mOjkZGRoZPnz6xbNkyhg4dirq6OteuXaO4uJjHjx9TUFCAl5cXmpqa9O/fnzVr1nDnzh1OnjzJgwcPyM/PFz/yJ06cwNjYmKamJqqqqujt7SU0NJSAgABycnJobm5GR0dHFCaWLFlCSEgIlpaWhISECIr+kCFDUFRU5OnTpxgaGjJlyhQkEgklJSVMmTKF7du34+vri5qaGh8+fODZs2esXr1aEL+dnZ3F0JiWlkZYWBjR0dHk5+djYGCAqqoqu3btQldXl+vXr2NmZsapU6eYNGmS2DYVFRXR3d1Neno6AwYMYNiwYTx//lxcR58+fZrs7Gz09fVZtWoVV65cwcnJCVNTUxISElizZg0KCgq0trbi5OTEhw8fsLa2FvmjDx8+UFdXx4IFC9izZw/e3t60trbyxx9/MGbMGIKDg0lLSxPX4zk5OQIO++uvv3Lnzh0sLCx49+4dhoaGLF26lNjYWDQ1NQXw8vbt29ja2hIVFcWPP/6IjIwM58+fp7GxkSFDhtCvXz8uXbqEvb09f/zxh3DJhoWFkZycTHNzM/7+/igqKlJYWEhbWxtr1qzh119/paGhgYEDB6KpqcmPP/6Iubk5w4YNY8iQIYwYMYINGzagoaFBUlISEyZMQF5eHn19fRwdHXny5AlpaWlUVVXx6tUr8vLyhILJzMyMFy9eEBAQwNmzZxk6dCiqqqpUVFQgIyPDhw8fBNrj33//pb6+ntzcXD5+/MiJEycwMDBg4sSJvH//nqysLKHJe/ToEXZ2dmzfvh0rKyssLCz4+++/WbJkCVu3bkVdXZ309HRsbGzQ09PDysqK/v37M2vWLJYvXy42OQD79u3DzMxMNK9dXFyYM2eOKHzs2rWLdevWUVVVxbBhw7h16xZjx45FSUmJxMREOjs72bJlC7W1tTQ1NfHzzz+jpKSEiooKc+bMYfLkyeTm5oph9p9//mHTpk389ddfaGtri8FQU1OTjo4OFBUVuXr1Krq6unh4eIgf3r7iw8aNG3n69CmjR48mOTmZ8vJyvv32W3p7ezl//jx6enp4eHiIMHtflMHV1ZXq6mpB8t++fTvBwcG0traydOlSMjMzkZOTQ0ZGRphBfvvtN8zNzVFSUmLHjh3i89XY2EhQUBCpqal8+PCBxsZGNm/ezPz587G1teXt27fs37+fqVOncujQISoqKhg5cqQoVnh6elJcXEx+fj5jxozh77//Rk9Pj3HjxjF48GB0dXVZsmQJ79+/Jz8/n4SEBDZt2kRubi7y8vL069eP9evXo6+vj4qKCmPGjCEmJgYvLy/27dsn4g7r1q1jwYIF4jCal5eHv78/PT09SCQS1NTU6O7uprm5mSNHjrB48WL69+/PlStXWLVqFebm5sTHx9PY2EhERARRUVEYGBjg5eVFd3e3iJisXbuWzMxMXr9+zbp16zAxMRH2ja6uLmbPni3yYH15u9bWVnE9X1JSgp2dHf/++y/BwcGEhoYCYGpqyqdPnwgKCuLnn38mKysLJSUljIyM6Orq4s2bN1y6dInU1FRGjBghgNUSiYSpU6eSm5vL9evXUVJSoqOjg+vXr7NlyxZaW1vJzMxkxowZmJiY4Ofnh4eHhxj4+j5Ds2bN4uzZs1y7do3Ozk5ev379v0Htv33Wr1+/bd++fTg6OvLmzRt0dXWF7mHAgAFs2LCBsrIygoKCkJKSIi0tjZKSErF+ffXqFePHjycxMZG2tjbmzJlDZWUl+vr6bNiwgeDgYOTk5Hj48CHd3d188803+Pv7M2vWLEpKSqipqREtOWdnZ3x8fCgrK6OoqIgBAwbg5+eHs7Mzf/zxB9OmTePevXtMmDCBhw8fYmdnJ1xlHh4enDt3joULF4p6/tatW0XwNiMjgylTpqCrq8vPP//MmDFjePfuHTdv3iQ8PJxr165hbW0tfjwtLS2B/2QUvnz5gqenJw4ODsKP1zd0GRoaoqioSFlZGVlZWeTl5fHgwQMmTJiAnJwcdXV1jB49mjt37ogtTk9PDydOnGD48OGcOXMGFxcXli9fzoYNGygtLWX27NlCY9LS0sK///5LdnY2Hz58EF7HCxcuMGDAALq7uzlx4gQREREoKSkhLS0tMhvy8vKcPXuWn3/+mYaGBszMzNiyZQuLFi1CIpEgKysrlFsTJ04kISFBNEcdHR25d+8eRUVFmJqaoqenx/nz54mLiyMhIUFsfj58+CBauU+ePGHLli1cunSJwsJCduzYIfyIubm5QuPUl5Pp+2IrLS0Vapje3l6ysrI4dOgQ4eHhKCkpsXXrVrq6uhg/frzIMK5duxZjY2OuXr1KRkYGy5Yt49mzZyxdupT169fT0dGBuro6w4YN4/z586ioqODm5saDBw/Ej9uJEyeQSCSoqqoKbZS2tjbz5s0jLS2NTZs2IScnh6enJ1lZWUgkEtE27Ms5FRUVoaysTEVFBf369aOoqIhffvkFHx8fMWja2NiQkZHB/PnzOXLkCL6+vkK8nZCQwJw5czh58iTHjx/nzp07LFmyhPr6el69esXMmTOFh7Evs5OZmSkOQ6Ghody8eRMfHx82bdqEqakpGhoaKCsrM3/+fJycnLhz547YRt68eRP4j1uxL9PWxz7z9/dHSkqK1NRUsrOzWbNmDa2trXh5eWFlZUVzczNFRUUEBASIz8HIkSOZNWsWpaWl7Nixg7i4OFxcXMSP/oIFCxgyZAh1dXVcvXqV9vZ2MjIy2LBhA/Ly8piZmSGRSEhMTBRFgvnz52NnZ0drays6OjpCz5SRkUFqaqoYdvX19WlubiY/P18UEAYOHMiNGzcIDg7myZMnAu+joqKCiYkJcnJy2Nvbi+3Hxo0bmTlzJr/++itubm50dHSQlZXFrl27aGhoYMaMGSLrp6ioiK6uLrNnz2bChAlCbRYcHCwOiH5+fqSkpHD9+nUiIiKorKxk/fr1+Pj48PXrV+Lj44mMjKSurg4/Pz86OjowMDAgKSkJVVVVHj58iK+vL6ampkK/VFhYiI2NjVAPNTY2MmjQIPHvKy0tJSYmRgyl7u7uBAcHC6yMh4cHcnJyZGZm4uDggJGREXZ2dmKAvX37Nr29vZw4cUJkK/s2gFVVVXh7e3PhwgXevHnDvHnzRFnFysoKGxsbsZEtKSnBwsJCDECTJk3i2LFjjB49WkRg9PX1mThxIjExMcjLy7Nu3TqxFTtw4IDAML1//55Nmzbx7t07cXhxcXEhJyeHQ4cOiXemqKiIU6dOieu2uLg4kZM1NjbG3d2dMWPGYGBgIJh0Li4uhIWFERMTQ29vLwUFBSLkbmBgQHp6Ok5OTjx+/Jj9+/cLrMShQ4fQ0NDg/v37rFixgoaGBnR1dYWGTktLi02bNnH8+HFxMDQzM0NHR4eFCxfy9u1b3N3dsbe3x87OjpcvX7Jw4UI2btwoMDJ+fn6C+v/LL79QUFAgmvl9h6LGxkZsbW3FAG1iYsK1a9dob28X/y19edHQ0FCeP39OV1cXnp6eXLp0icmTJ7N//342b95McnIygwcP5uHDh3R1dREWFoavry/R0dFUVlZibm5OS0sLpaWllJSU4O/vj7q6OlOnTmXWrFkUFhYSFRWFnZ0deXl5aGlpsXLlSnH1Wl9fz/3799HS0sLHx4fS0lIKCgqoq6vj/fv3/xvU/tvn77//3paeni60Prm5uZw9e5b6+nqam5sJDAwUmRVTU1OmTp2Kr68vkZGRhIWF8f79exYtWoSRkREyMjI0Nzfj7e2NsbExDx48oKCgAA8PD0xMTFBTUxNajsDAQCwtLWlrayMuLo7Ozk6hDelbKcvIyNDb20tJSQkZGRkUFBTg5uaGh4cHDg4OuLm5ERAQwNq1axk2bBjOzs6cOXMGeXl5xo0bR01NDVVVVeLq9JtvvgHA2dmZtWvX4u3tzciRI3n9+jUDBgwQvrPjx48zfPhw3N3d2b9/P2PGjEFDQwNpaWmuXr2Ku7u72JioqKjg4uJCRkaGWE/Ly8sjLS2Nt7c3aWlpHDp0iFGjRomti6enJxKJBAsLC3x8fPD09GTMmDEMGTKELVu2AGBjYyOuGl1dXens7GTBggWEh4cTFxeHlJQUy5Yt49q1a+J6obW1lc7OTlRUVCgvL+f27ducPHmSFy9e0NHRQXJyMlOmTOHatWu8fv2a6Oho9uzZI1buCgoKVFZWoqSkRG9vLw4ODnh6eqKiokJxcbEIw3t6euLt7S3aaP7+/kRGRgpdWGRkJH5+fqSmpjJjxgwaGxtZtWqVaN/16aycnZ1pbW3lyZMn2NjYcODAAZSUlDAwMMDW1pb3799TW1uLj48PMjIyNDY2UlJSwvPnz1FQUKCoqAgzMzMMDAzQ19cnMjKSd+/eMXr0aCZOnIiOjg45OTmkp6ezYcMGMjMzOX36NFOmTCEmJgYnJycCAgLE1nHgwIEEBgbS1dXFkydPsLe3R0lJibi4OKqrq5kzZw4eHh70798fVVVVBg0axPPnzxkxYgSvX7+mp6cHeXl5gVf48ccfUVVVZeDAgXz48AFfX18yMjKoq6vDw8ODxsZGUlNTkZaWpqenR3Cbbt68iZKSEq6urhgZGRETE4ORkRENDQ1kZGSI68Curi5SU1OZPHmyGBJmzpzJyJEjMTU1pb29nSNHjgj/a0xMDIGBgVRVVbFu3TqMjY2RkpIiNjaWGTNmUFpaire3Nw8fPqShoUEUL54/f46ZmZnIszx8+BBtbW2h8goODiYuLk5sxzZs2ICfn5/YsgM8fvwYFxcX+vXrR3h4uCiI+Pv7C0dwU1MTKSkp2NnZoaOjQ25urjjp6+npUV1dza1btzh16hQyMjJCW6ShoSFyq87Oznz69Inu7m4SExOF29PKyoqAgAAOHTrEyJEjKS4uJjU1lZMnT6KsrMw///yDu7s7mpqalJWVsX79ehwcHNDV1WXQoEHo6OgQHx+PlZUVQUFBnDt3joaGBtTV1YmNjeXatWsMGzaMV69e8fXrV2RkZHB2dkZVVRVFRUXOnz9PfHw88vLy+Pj4sHr1avLz8ykqKiItLY2PHz9iaGiItrY2XV1dbNmyBXV1dZydndm+fTuTJk0SaAtPT09cXV0JDw9n+fLlmJqa0tbWRktLCwYGBoSEhAgXrKysLCkpKTx69Ih58+bR2dmJjIwM+/bto7KykmXLlvHtt9/y+vVrcZCxtrbGyMiItrY2njx5QlxcHB8/fhS3LP369RNsSzk5OTo6Onj79i3h4eFUVlaSlJQkru6++eYbLl26hJqaGnZ2duTk5HD58mWCgoJwdXXl9OnT6OnpcevWLaKjo1myZAlxcXFs3LgRNTU1hg0bhpOTEy9evGD16tW8f/+eoUOHUlZWJoYeLy8v0tPTMTMz4/LlywQGBrJgwQJcXV2Ji4vDy8uL169fU1RUxB9//MHatWs5d+4c27dvx8LCAgsLC0EDsLS0xMjIiNGjRxMWFoa+vj7u7u5IS0tz8eJFLC0tKSws5NWrV4waNQoVFRVsbW0xMDDgl19+wcXFhfz8fKZPn46lpSX79+9HX18fBwcHsa1LTEzk0aNHWFpakpyczK+//kpTUxMqKiqihDJ16lRWrFghkC5Dhw7F09MTY2NjDh8+zLt37+js7GT06NEkJiYKwb2Kigrd3d1UV1eL0s3IkSOJiori/PnzbNiwQWzqysrKGDduHN3d3Tg5OeHv70+/fv2Ql5cXebPMzEwBNg8ODsbc3FwoprS1tTl69ChVVVWsX7+e2tpahgwZQlBQEEFBQWRmZmJkZERRURGjRo3i7du3PH36FCsrK1paWvoKZv8b1P6bJzIycpu2tjbNzc309PQQFBSEnZ0d06dPZ9KkSZw4cYK9e/fy7t07oqOjhfW+78vr4MGD/PDDD0KaLicnR0xMDOnp6YwcORIjIyPk5eW5ffs2p06dwsPDg/r6eqqqqgQTauzYsfj6+mJra0t8fDwPHjzgzz//5MKFC+zfv5/o6GjCw8ORkZFBX1+f7du3Iysry9GjR6mtrWX79u0cO3YMa2trVqxYQXV1NUpKSsjIyIgX0c3NjWfPnmFhYcGaNWsE8PXJkyfcvXsXVVVVbGxs6NevH11dXVRVVTFjxgwMDAxEQ7KxsZGGhgYRunZ0dOT58+fk5eVRVVWFuro6d+/eJTU1FXV1dbH6V1dXx8DAgEmTJuHp6Ulvby/d3d3k5+cjJSXF+PHjCQoKQktLi/LycgoKCpg5cyZtbW0kJSWJMPby5cvZs2cPLi4udHd3c/jwYQYMGMDChQtJSkpi3rx5WFhYiKzWjz/+iEQiYcCAAfj7+9PV1UVHRweFhYV0dnayc+dO1q5dKzZmAEFBQbx48YLc3Nz/kx27fPky8vLyhIeHExYWhrm5OWpqaty9e1dkUdrb28nLy2PdunU8fvyYNWvWcPfuXd6/f09KSgrnz59HTU1NZBrGjx+PiooK8fHxTJw4ETc3N+Tk5NizZw8hISH4+/sjLS0NQFxcHNu3b+fbb7/l6dOn9Pb2Ym1tTXV1NR0dHVy5cgV5eXmMjY3FNrMPIqmmpoasrCxOTk7k5+czePBg1NXVUVZWJjs7G29vb8zNzXny5In4O++7YuqTbk+cOJHRo0ejqqqKlJSUuELqq8O/ePGC7u5u4cg0NDTkzp07olWmpqaGlpaW4O65u7szcOBA1NXV8fDwwNbWVrgb7927J1hfNjY2ODg40NXVRXZ2NoWFhcyePZsbN26Qnp5OdHQ06enp1NXVYWZmRm1tLQ0NDRw4cAAXFxdxVWtvb8+SJUtQUFAgMjKSixcv8vbt2//H3nsFBXl1YdsXTZr0IoL0KkovFoqgVEVFBAvGij3Ya6JRMTGWGI2vNWpi7xq7KIooKqIgHaQLAoIivSPlO3iHPf939L8H32H2jIfOAPM8+9l7rXVfl2jdZWZmCnhun9fW2dmZtWvXEhkZSXp6Ot7e3ujr69PZ2cmwYcO4fv06e/bsoampCVlZWeGrLSwsxMzMjN7eXi5fvsyjR48wMTGhoqICQ0NDSktLBQhYT0+PkpIS7ty5g7y8PFu3bkVdXZ2NGzciIyMjPLiVlZXcuHFDVKAsLS355ZdfePjwIQYGBuzcuZMlS5aQnp6OiooKDg4OlJSU0NnZSUdHB2FhYfz5558sWrSIvXv30tnZiZKSEpqamowdO5Zhw4bR3NyMp6cnSUlJLFq0iJiYGDo7OxkyZAgAlpaWFBQUcOjQIcaOHcu4ceNQVlbGwcEBIyMjzM3N6enp4dixY/znP/+hqakJMzMzcnNz6erqQkVFBR0dHQwMDLh79y7jxo2jtbWVfv364ejoyJgxY3jz5g2+vr709vZy69YtXrx4QVRUFGVlZQKAu3r1aoFiGThwIEFBQTx69IiIiAi+fPnCihUrmD59urg0f/r0iTFjxnD06FFUVFSora1lzpw5fPz4kdbWVpGkHjVqlGgHOzk5oaSkRGFhIaampmzbto0HDx6gpaXFt2/f6OzsRFlZmZMnTzJhwgSR/D9w4ACKiopERkZy9epV7ty5w5gxY3BwcEBGRoaioiJGjBiBsbExfd8dRUVFJCQk+OWXX/jrr784ePAgWVlZnD59mpSUFOrr63ny5Anq6uoMHTqU7OxsPn36RFxcHGlpabi5uYkwlZ2dHXl5eRgZGZGRkYGkpCShoaFISEgwduxY7O3tOX36NIsXL6alpUUkY7u6ulBTUyM7O5vLly8LjMvdu3dpbW1l7NixeHp68vDhQ4qLi7GwsKCmpobW1lZevXpFZmYmkydP5tOnTxw4cIDu7m48PDywt7fn/v37eHh4sHXrVkxMTPD398fT05NTp05ha2tLcnIy0dHRZGRkEBkZibKyMjt37sTc3JwBAwYgLS2Nra2tCCZNmzaNnJwcAgMDRbho5syZKCgooKmpSU5ODkOGDOHu3bv4+fkRHx8v5vSkpKQ4dOgQZWVlzJkzBy0tLdatW0dgYCDTpk1j0KBBlJWVER8fT25uLl+/fmXVqlW8fPmS0tJSkpOTycjIYMCAAURFRSEvLy+eDVlZWcrKyoiJiSElJYXHjx8jISFBaGgoe/fuxcbGhs+fP1NVVUVoaCg3btz4N/X5v65ffvllW0JCAjo6OlRWVorbbE5ODs3Nzejp6bF48WJOnTrFmTNnhCz6jz/+4Nq1a3h5eSEhIcGLFy/4+++/6e7uxsvLizdv3hASEoKmpia7du3CxsYGf39/vnz5gpycnNikKysrefDgAc7OziQmJvLy5Us8PT1JTU1l69atFBYWsnDhQpKSkvDy8iInJ4fu7m6mTp3K9u3bBTfq559/ZsuWLWzatAlFRUUuXbrEmjVr0NHREZto3+AmgLW1NW/evEFTUxNFRUUePXok9BuKiopcvXpVzP0EBwfj6uqKiYkJSkpKDB48GBMTE4qKiggLC0NTU5O7d+9iY2ODm5sbZWVl3Lx5UyAQ8vLyOHjwIKamplRVVVFbW4uFhQUNDQ1kZWWxdu1aUlNTkZOTY9SoUejr63P06FFmz55NaWkpzs7OzJo1i0uXLpGfn8/nz5+FfqunpweA+vp6rl69iomJCampqeTk5GBtbU1UVJRIOWpoaKCiooKysjK6urpcuHCBiIgIMcjdF2GvqqrC3t6eR48eoa+vzz///IOtrS2PHj3i6NGj7Nu3T1TZ5s+fT0tLCzdv3mT06NGYmJiQkZHB2LFjuXfvHpqampiZmREaGsq2bdvYvHkzFhYWFBUVoampKcIVffNZmzZtwsDAQGiPlixZgqmpKW1tbaKi2NvbS0FBAatWreLBgwfU1dUxZcoUMjMzGTt2LGfOnBHx8Orqary8vPjjjz/Izs4mMDAQOTk5ysvLefToEaqqquIjHhYWRlZWlkjySUhI0K9fP96+fcujR49oampCUVFRCKkDAgK4ePEi7u7u2NraChirr68vMTEx2NnZUVNTw+fPn/Hx8aGwsBAtLS0UFRXZv38/tra2mJqa8vLlS86ePUt0dDSxsbFIS0tTV1fHt2/fOHnypBjU70NrlJSUUFVVxZQpU1BQUEBCQgJHR0cKCgpwc3NDR0eHzMxMXr9+zaxZs5CQkOD8+fOMGjWKS5cu4eHhQXV1NSNGjMDS0pJ//vkHPz8/QkNDyc3NFRcofX19Jk6cSG5uLhkZGVRWVuLg4IC2tjZ//fUXdXV1GBsbY2RkRFFREQ0NDRgbG9O/f3/Onj1LWloavb29eHt7Y2try/Pnz5kwYQIVFRX069ePsLAwLly4gLKyMq6urkIWvXnzZnbt2oWjoyOOjo4kJiZSWlqKi4sLv/76q1CxRUdHk5aWhrGxMWpqalhbW4vqQN+z26fWOn78OG5ubpw9e5bRo0eTmJhIY2MjSkpKpKenk56ezqJFi0hMTCQ1NRUjIyN8fHz4+PEjGzZs4OLFixgYGNDR0YG6ujoDBgygtbWVDRs20NHRgb+/vwj3DBw4kMTERD5+/Aggqj/Gxsb4+flhbW3NgwcPGDFihBgvefXqFenp6UhJSeHs7IyCggJv375FX19fCM2HDh2Kubk5urq6rFixgqamJlRUVFBTU+PixYuUlZXh5+dHXFzc/7Ufu7q6YmFhwY4dO0SKU0tLi4aGBiZPnoyxsTGXL1/m5cuXwH9nlQcMGMCNGzeYPHmymOP98uULTU1N5Obm8vHjR8rLy5k7dy7t7e2i7Tpu3Dju3btHe3s73333HampqdTV1VFTUyNmCR0dHcVlow+fFBwczJgxY4iMjCQlJQUvLy8eP37MwoUL0dTUZMmSJezYsQMjIyOBfDp27BhFRUX89NNPODs7IykpKQ7KfRwvQ0NDli1bJkgDhYWFBAQEEBcXx5gxY8R4h4ODA0eOHGHp0qWEhIRQUlLCtGnT0NPTQ1VVlcjISD58+MDw4cMZMmQIGzZswNnZGYAhQ4agq6vL69evcXd3Z8GCBcjKypKamsoPP/xAcHAw6urq2NrakpmZyZ07d5CSkuLLly9MmTKFlJQUUckbOnQoT58+FcGgmJgYSktLcXBwQElJSQTzAgICePv2rZjrrKurw8jICFlZWWxtbYmJieHnn3+mrq4ObW1tZGRk2LlzJ2PGjGHkyJHo6OiIbtfmzZupr6/H2dmZgIAATE1NUVJSwt/fH1dXV3JyclBUVCQzM5NFixbR0dHBw4cPRWfg69evBAcHc//+fWpqahgwYACKior8/vvvyMjIiL366tWrBAcHk5eXh4+PD8ePH/+3ova/rsOHD29LSUlh0aJF4sXZuHEjq1evRk9PjzNnziAhIYGhoSFDhw4VJ2JFRUUWL17MyJEj2b9/P9u2bRM3k69fvxIaGsqjR4/Izc3Fzs4OX19fNDU1efr0KZWVlQwaNAgpKSmUlJRwc3Pj9u3b6Orqsnz5cjw8POjfvz+nTp3i3bt3fPnyBTs7Oy5dusSSJUsYOnQo06dPx9LSUswK9d2Oxo8fT15eHr/++qtQu+zfv5+nT5+yevVq0tLSkJCQwNLSEjc3NxQVFeno6AAQB42enh7ev3/P8OHDmThxIk1NTUhISNDR0UFjYyNFRUVYWFjw119/ISUlxQ8//MDp06dJS0sjISEBBwcHgoODmTx5MqdPn6a4uJjg4GAaGxtFu0ZNCF3bAAAgAElEQVRLS4vs7Gzi4+OZPXs2J0+eZOLEiejq6qKjo4OVlRULFiwgJCSEwsJCVq5cyfPnzwkLC8Pc3Jy8vDyh9+nfvz+ysrIcPnyYgoICsaF/+vSJfv36ce/ePebMmcOtW7cYO3YstbW1SEpKcuvWLXp6ejA2NsbHx4ezZ8+SkpKCu7s7//zzD6tWrUJdXR0NDQ1qa2uZN28eJ06cYMeOHfTv3x8NDQ16enro7u4WQGRnZ2esrKwElqSvMtDa2kpjY6Ngqg0aNEgwv2pqavDy8iIuLg4LCwusrKwIDw/n7t27uLi4EBoaSnV1tdDEyMvLY2hoiJ2dHcnJyUhKSjJ48GAmTJjAuXPnGD58OP379xdD9RkZGUybNo3NmzejpKQkALpLly5FXV0dQ0NDRo8ezfXr11FTU2P9+vVcunSJ0aNHk5mZyeDBg5k9ezbr169nx44dbNiwgdDQUGJiYpg5c6ZQg/XNjnR0dIh0blpaGklJSVy7dg1jY2NWr14tsB83b94kMDAQAwMDbty4wa5duxg9ejQODg6Ch1dYWEhVVRXu7u7o6+sTEBDAgQMHMDAwwMbGBkVFRQIDA3nx4gVDhw5FVVUVgI6ODsaPH8/x48cZMWIE/v7+3Lx5kxEjRggi/du3b8Xlw8zMjNraWr58+SKYT3FxcVy5coXo6Gi8vb2RlpYW6bbu7m6Sk5PR1dXl3bt39O/fn/r6ej5+/EhxcbFIOK5evRoDAwMOHz6Mvr4+dXV19OvXj7a2NoqLi6mqqmLGjBm8fPkSe3t7wW4KDw9nypQpAISFhREZGUl4eDgNDQ1kZGSQmpqKpaUlGzZsEDOoKioqtLa2Cjr+zz//jIaGBl1dXYwbN47m5mYsLS25f/8+mzdvZvDgwXh4eBATE8MPP/wg/m63bt3CxsYGY2NjgecJDAwUjLOqqipxMK2vr+fly5dIS0uzbt06UlJSGDt2LFOnTkVCQoLMzEwWLlxIdnY2HR0dyMnJcerUKTZt2iQuJ7dv32bChAkkJyfz8uVLcnNzaW5upqqqis+fP5OUlMSECRNwcnLC0NBQhH+2bt3K7du3CQoKIi0tDUdHR169egWAmpoaP/zwA01NTTg6OvLnn3+ybds23r17h7S0NIaGhujq6hIdHS08mvX19Xh4eKCgoMCnT58YMGAA/fr1w9rams7OTtzc3Hj37p3ouvRVr7/77jt0dHSoq6ujoaGBU6dOERISQlJSEkZGRvT09BAbG4ujo6MA30pJSWFqasr27du5ePEiPT09WFhY8P79e3x8fCgtLaW3t5f79+8TGhoKwO3bt1FVVeXt27d0dXVha2uLo6MjI0eOFJy2rVu3oqysLMZzpKWlef78OW/fvqW8vJyoqCju3r3LpEmTMDAwEG1xc3NzJk2axMOHDzl69Cjr1q0jPDycOXPmEBkZye3btzExMRGKpb59uri4GC8vL5SUlGhra8PV1ZW9e/dy7NgxwsLCmDx5MlJSUhw8eJDy8nLBDfTz88PLywt5eXkaGhqYMGECQ4cOBf47YtTHtlu7di2TJk2ioqICW1tbrl27Rn19PUVFRaSmplJbW0tNTY0YuZCWliYkJIQbN26wbNkyLl26RHBwMN99952AEGdnZ4uCgL+/P7du3UJBQYHQ0FD27dvH69evaW1tRVJSkrq6Ou7evYuSkhLR0dHCnCAvL8+VK1dwd3dHTU2NZ8+ekZ+fz6ZNm3j69ClNTU0cOnSIrKwsZsyYwf3794mNjaW6upqIiAiampq4dOnSvwe1/3UdOnRoW9/HUVFRkTNnzgjgnYyMDCYmJsTExJCeno61tTUqKircvHkTFRUVZGVlxQZbUVFBbW2tGJQ8ceIErq6uYviyqamJJ0+eYGhoiLq6OllZWcydO5dDhw5RVFREYWEhjY2NTJ48mYqKChwcHCgrK2PkyJEYGhqSmpqKqqoqVlZWzJgxg5UrV2JmZoaUlBRDhw6luLgYKSkp4Tv89u0bzs7OdHV1MXPmTIKCgjh9+jSRkZFYWFgIUe+5c+c4e/YsJSUldHR0iCrBggULyMrK4uXLlzx//lywwJqbm0UEX09PT/gajYyMaGhoICYmRpCgjY2NxRySvb29uHn1yXy/ffvGxIkThdC9srJSDPJPmjQJIyMjPn78iI6ODtbW1gwePJjr16+TnZ1Namoqu3fvpqOjg4MHD+Lo6Mj+/ftRU1OjpaUFdXV1goODkZeXp7OzExMTExwcHGhsbKS2tpa2tjYcHR15+fIlLi4udHV18eeffzJ79myWLVvGvn37qKysFHN3N2/eZNCgQcyYMYN//vlH3Prv379PQkIC0tLSGBgYEBERgbe3N5MnTxbsppycHBYsWMCoUaOIiopi6tSpbN26lcDAQLS1tWlpacHJyQljY2NSU1N5+vQpysrKmJmZ4efnx6FDhxgxYgQFBQW0trZiYGDAq1evyMjIYNGiRTg5OYlq7Lx588jNzWXEiBE8fPiQyMhIysrKyMnJobi4mI0bN7Jr1y4UFRVJTExERUVFaIv6fIDe3t6YmppSXFxMSEgIycnJIlre0tIiqOW9vb0cO3YMMzMzJk+ejLa2Nq9evUJRURFAcKL8/PyIiYlh8+bNTJ8+nezsbBISElizZg3btm0T3KLo6GiSk5PFQHRdXZ3QKqWmpiIjI8OTJ08ICQkhLS2Nc+fOsX79emxsbNDT0+PEiRN0d3eLFsmQIUN48+YNOjo6PHz4ULQLt2/fLhh5KSkpgkGXnZ3NuHHjqKurA8Dd3Z3KykpMTU2xtbUlPz+f6dOnc+HCBQYNGkRvby8ZGRnMmzdPjAD0Cb4nT56Mubk558+fx9jYmCNHjmBhYcGoUaP48OEDhYWFXL9+XQy2W1hYoK6uzpkzZ6isrEReXp7Xr1+TkJDA8uXL6e7uprGxUfgSZ8yYgb29PWvWrKGtrQ1paWnWr19PbGws6urqvHnzBhcXF6qqqgBEetTExIRJkybx119/sX//fqGKe/78Obdv3yY4OJjm5masra3Fx7jvsnj//n2cnZ3F+9bXZpw6dSrHjh2joaFBOHHd3d05ffo0Hh4e3LhxgxkzZmBmZoaysjJDhgwhMzOT+/fvM2/ePLS0tPj8+TPKysr4+/vT1taGi4sL48aN48OHD8yYMYOioiIcHR2Rk5NjzZo1rFu3jnv37rFq1SoB7+4LZvSNZHh6erJnzx5OnTrFnj17UFBQwMvLCy8vLzZv3oyHhwdRUVFERETw7NkztLW1sbOzExWUHTt20NbWRnNzM3l5eUhJSWFhYcHQoUNRV1cnJycHFxcXwdn08vLC0tKSjo4O3NzcRPI4OTkZFRUV9PT0aGxspLCwED8/P8zMzFBTU0NbW5uYmBhqamr46aefOHz4MB0dHQwePJjc3FyOHz8O/FcKHhYWRlBQkJhjHTJkCGfOnKGgoICQkBDBJhs8eDBXrlyhtLSU7Oxsjh8/zt27d0lLS2P8+PGYmZlhaWmJpqYmBQUFODk5cenSJYqKivD09CQnJwdpaWnREjx69Ci+vr7ExcWxfft2nj59SktLCwC2trZ0d3fz6NEj1qxZI36/lpYW/vOf/zBz5kxheZk/f774mauqqigvL6e2tpavX79SWlrKvXv3iImJwc/PDwMDA06dOkVFRQX29vYi7NdX8ZKVlUVZWZmenh5Gjx5NYWEh1dXVmJiYkJWVxatXr5gwYQIqKip4e3vz7NkzUT3/559/yMnJwc/PD3Nzc549e4aXlxdaWlpYWlpSX18vWJXDhw9n2LBhVFVVcfz4caKiojh+/DgPHjzA3t6euLg45s+fj7+/PzU1NWhoaGBoaEhkZCQHDhzg/PnzjB07lrlz5+Lh4cHff//Nt2/fiI2N/feg9r+uM2fObOvjqQQGBuLt7Y2GhoZAOFRVVSEpKSkEvu/evWPatGmCkfTp0ydBOj59+jS7d+9GQ0ODMWPGiGi0nJyc4AQ1Nzfj5OTEq1ev8Pf3x8XFhcOHD2NoaMiKFSu4d+8ea9eu5c2bNygoKPDt2zfq6+vp6urCx8eH06dPo6mpiaOjI2VlZaSkpFBSUoKNjY1Ipfr7+4v2ho2NDatXr+bRo0fk5OSgqalJVlYWnp6erF69miVLlgj2zZAhQ8T/T0hI4MqVK4KxVVdXR0dHB7NmzWLfvn3IyMhgZGREe3u7mEMwNDRk3rx5AhjcxyTqqz64urrS09PDqlWr2LJlC0ZGRtTV1eHk5ISenh4NDQ0MHjyYUaNGcf78ecaMGUN1dTW2trYCtmpnZ4eamhpr1qxh/fr16OrqUl1dzdOnT9m9ezdHjhxhz549XL9+nfv37xMREYG2tjZ1dXWEh4eTkZGBvr4+KioqXLlyhWPHjqGlpcWPP/5IZGQkR48e5fDhw1y9elX4BvvSVSNGjODJkycUFRVx7do1UWk5f/48VVVVLFy4UKTTzpw5g4KCAo6OjhgZGbFr1y6ys7Px8PDgy5cvvH37FldXVyQkJAT/KiMjQwQZZGVlGTBgAMXFxYSGhnL06FG8vLxwc3Ojrq6OkydPcvDgQWbNmsXt27fR0NAQH8nTp0/z/Plzjhw5wsGDBxkyZAhJSUm0trbS2toqECeRkZEUFBTQ3d1NT08PpqamGBgYYGxsTEtLC3///TcpKSmoqKgQHh7OypUrWblyJYqKiujp6dHe3s6tW7fw9fVFSUmJxsZGNDQ0iI2NxdzcnN27dzN9+nTev3/P3r17xQ01NDSU/Px8NDQ0iIiI4MyZM/j6+pKQkCA4en3A6K6uLnx9ffnw4QNdXV3k5OTg5OTE7NmziYqK4uzZsyKxHBYWxuXLl/n06RMGBgaUlZUxdepUdu7ciaWlJV++fGHLli20trZSW1uLs7MzAwYM4OHDh5iYmBAXF4efn5+oen379g1FRUXu378vggDv37/H0dFRfGzGjRvHoEGD+O677/j++++RkZFh4cKFKCgooKSkhIWFBXFxcRQVFdHT08O9e/dYvXo1kpKSrFq1irt375KXl4efnx/w37Z7VlYWixcvpre3Fx0dHby8vBg4cCA9PT10dnbi4eHB06dP+eWXXwgPD8fMzIzBgwdjbm4uLmd9qdGKigqkpKRYunQpMjIy3Lhxg7S0NLS0tAgICMDIyEgwECsqKigsLBQS9jNnztDb20tISAhWVlbY2tpy/vx5Jk+eLBh8CQkJ1NbWEhAQIFq79vb25OXlMWXKFEpLS0VFCGDr1q1oampiZWWFn58f1dXVNDc3s3XrVrZv346pqSnd3d3o6OgIBmCf8F5fX5/W1lZGjx7N6dOnaW9vR0dHB3t7ezQ1NQHw8fERScwjR46wdetW5OXl6e3tJSkpiYKCAvLz83Fzc+P169fs27eP4OBgHB0d8fLyYtOmTaJV1jcasnLlSp4+fUp3dzcyMjKiWpyeno6zszP+/v4YGRlhbGzM/v37mTNnjkhz19fXU1BQwOjRo6mpqSElJYURI0YgIyPDt2/faGxsRFdXl+vXr2NhYcHt27dZuHAhFRUVpKenA7B27VqhF+vrELx+/Ro5OTlhepgzZw4RERHCBtDU1MS8efOoqqri1atXzJ49my9fvmBubs7z5885c+YMM2fORFVVFQUFBU6cOIGysjIKCgpMnToVS0tLfvvtNzFaICUlJbA8ZWVlJCcns2/fPiQlJcnLy6OsrIyIiAhu3LhBe3u7sJscP36cpKQk0tLSmDBhAunp6ejq6rJ3715MTEwAiIuLIz8/n9zcXLZs2SIsHM+fP8fU1JTs7GxiY2Px8fHh4sWLaGtrM3jwYJSUlLh58yaWlpYcPXoUfX19Wlpa8PX1FS3RPq7mf/7zH7y9vVm8eDG6uroC4aGhoUFGRoZQ5amrq6Ourk54eDju7u709PQwYsQI3r59i4KCAps2beLLly+UlJRQXl6OjY0Nvb295Ofni+ppVlYWjY2NjB8/nsTERDFyEhMTQ1VVFd++fWPUqFGcO3eORYsW/XtQ+1/WokWLtm3fvp23b99ibGyMpKQkurq6giw8bdo08vLy+Pvvv8nNzeXGjRsANDU18eDBA6qrq1m8eDF79uwhKSlJtP7c3d0ZOXIklZWVJCcnExcXx9q1a9mzZw91dXUMHTqUy5cv4+LiwrRp04iNjcXMzIzAwEAATp8+Ldx03759Q19fnzVr1gCwceNG1NXV+e233zA0NCQoKEgACE1MTJg+fTrt7e0YGBiQnJyMtrY2urq6REZGcvPmTS5cuEB3dzft7e14e3ujpqbG1atX6devH9OmTaOmpobGxkZBPB8yZIg4yIWGhjJ//nwCAwNZtmwZAwYMIDg4mPLycp48eSI2kMDAQKKjo9myZQve3t48fPiQmpoaCgoK+PXXX0lMTMTQ0JCcnBwaGxsZPHiwgKx+/PiRK1eukJGRga+vrxjQHjx4MM3NzbS1tSEnJ0dQUBCtra20tLSwY8cOZGVlRen9/6upKSgooKKigkePHvH582dcXV0FHkJVVZX4+HhMTEzIzs4mMjISFRUV7O3t+eeff4SGS01NjbS0NNFyc3Z2xsHBgfr6eiorKwkPD8fc3JyFCxeyatUq5OTkePXqFf379ycxMZHQ0FDq6+sJCgrC2NgYKysr9u3bJw6wdXV1xMTEsHPnTt68eYOEhASlpaUUFBTg6emJmZkZCQkJ/PHHH2IGa9q0aZiYmODm5iZmHOPj45k7dy5btmzBy8tLQJltbGwwMDAQKBltbW369++PvLw87u7u4kAxadIkVq5cyahRo8jLyxP+PHd3d7y8vPD39xe8qmfPnqGkpIS2tjbDhw9HWVlZbPxxcXH8+uuvnD17lqdPn/L+/Xv++usvQXR3d3dn+fLlNDQ0MH/+fK5fv057eztSUlKEhYUxfPhw4uPjkZOTQ01NjeLiYvT19cWMSmlpKcOGDROpuPr6eu7du0d9fT0dHR14eXmhr6+PgoICTk5OfP78WUjrpaWlMTc35/379/j7+/PmzRucnZ2ZOnUqKioqAhJrZGTEtGnTmD9/vpjbq62tFanmnJwc5OTkiIyMZP369VRUVJCTkyNu9/X19axfvx4LCwu2bt1Kb28vKSkpqKqqitnKPtp/37xYVFQUv//+O//88w/l5eV8/foVBwcH1q5dS3h4OJ8+feLp06c4Ojpy4cIF9PX1xUGqvLycnJwcNm/ezKBBg3BychL/4uPjcXJywsPDg3fv3mFoaEhcXBzw31ZTdHQ07e3ttLS04OnpSVVVFePHj6exsZGzZ88SGxvLuHHjOHHiBFlZWUKb1bc3GRgY8McffzBjxgzy8vJoampCXV1dyOHj4uLEvK2enh6vXr3ijz/+4NChQ3z8+BE/Pz/s7e3ZvHkzMjIydHZ28u7dO/z8/ESL9PXr1xQWFlJbW0tqaiobNmzg8uXLyMnJceHCBaqrq1m0aBFtbW2iQl1VVcWkSZO4fPkys2fPJjQ0lNjYWHx9fZk2bZpAJ/WxtvrarHfu3EFTU5OdO3fy+++/M3fuXBEGyczMFPvdzJkzOXPmDLKyspSUlHD69Glhgul7z/su/yUlJUyYMIGoqChiYmJ48uQJNTU1ODk5ie9IW1sbHz58ICwsTFQZlZSUqK2tFR0VPz8/5OXlBdeuurqa/Px8Hjx4wNy5c7l27RrFxcUkJyczYcIE/P39kZOTE10bCwsLESjLyckB/tte77NvODg4YGVlRUJCAlZWVmhpaVFQUICkpCS1tbWYmZnh5OREZ2cnr1+/xsjICAUFBXHo9/PzE4Gt9vZ2Vq5cyd27d4H/AtA9PDz4/PkzLS0tuLq6Ym1tTXt7OxoaGri4uDB48GA6Ozvx9vamvr6empoaTpw4gZ2dHUuWLKGqqoo9e/aIJHpKSooAm6upqfHdd9+JwMnDhw+RkpLCxMQEQ0ND7ty5I6DDly5dYtSoUVhZWaGsrEx2djY//fQTN27c4OTJk5w7d46lS5dy4sQJNDQ0GDJkCDo6OkhJSTFmzBhkZGREutbR0ZEtW7ago6PDgwcPKCkpoaurS7RIlyxZAsCtW7cwMTHB3t6ew4cPs2TJkv/fg5rk/5ujzr/r3/Xv+nf9u/5d/65/17/r//X6t6IGREVFbWtra8Pb25sBAwawdOlSkpOTqaqqQkFBASsrKyIiIkQUff78+fT29tLW1sbKlSvp7Ozk/PnzKCsrM2bMGGpra8nKymLr1q2Ympqiq6tLUVERHh4ebNq0iUuXLhEbG4utrS3FxcV8/PiRL1++MGvWLFRVVfn8+TP9+/fn7du3tLS0EBAQwIABA3j37h02NjaCbVRcXIyenp7wT2ZkZODi4kJPTw/6+voEBgYKtUxPTw+SkpLMnTuXc+fOkZycjIeHB2pqatja2gpzQl8Mevfu3SxevBhpaWnu37+PtbU1XV1dSEhIEB4ezvbt2wkPD0dZWZmWlhYaGxu5cuWKqHjIy8vj4uKCjY0NRUVFKCoq8v333+Pv70+/fv1wd3cXOq6uri6GDRsGIAZuMzMzRVIpLS2NuLg4hg0bxvjx47l16xZ1dXWCxH3s2DGCgoJISEjg06dPZGVlsWLFCoYPH05VVRU1NTVISEhga2uLpKQkPj4+VFZW0tDQQFBQEOnp6QwZMoTc3FwxS9bHHLO2tqa5uZnGxkYaGxv56aefsLa25uPHjzQ2NtLe3g7A8uXLOXjwIO3t7ejp6eHn54eCggJJSUliOP7UqVMYGRlhZWXFihUryM/PZ+3atYwZM4bGxkb8/f1FivLnn38mOjqaly9f4ubmxoEDB3BxccHa2holJSVkZGRES76hoYGmpiZUVVWprKxk4MCBQqDu4uKChIQE586dQ1NTk8rKSjQ1Nent7SU5OZlnz54xY8YMfvvtNxISErCzs+P8+fPU1dUhISHB8OHDmTVrFrW1tYINqKOjg5ubm0i56ujoMHToULq7u2lraxOD7YsXL+bEiRNMmDCBxMREpKSk+PPPP8nPz8fY2FjowmbMmMG1a9cYPnw4JSUlSEpKcuTIET59+sSyZctIT09HVlaWYcOGiXft6dOnuLm5kZ+fz+HDh7l37x4LFy4Uc0R9yjM/Pz8SExNJSEjgw4cPfPv2DU9PT+rr61m3bh3Ozs4UFhbi7e3NoEGDiI+PR1NTkz179hAfH09tbS0bN27k+PHjREZG8unTJyZMmICGhgYvXrygtrYWHx8fnJ2dqaqqYtiwYbS0tNDb28vVq1dFjF9JSQlVVVUSExP59ddf6devH7q6usTFxaGlpcWlS5eEZs3b25vNmzeLKquUlBTKysps2bIFT09PJCQkaG1tpbe3V4wSODo68v79e5YtW0ZERAT19fW8ePGCpqYmEXJwcHDgzp07REdHIyEhgby8PEuXLuX9+/eYm5sjKSnJlClTaGpqIjMzk8DAQEpKSvD19eX169dISUnx8eNH1NXVWbNmDQ8fPmTgwIHk5+dz//59MZ6Ql5fHzZs3GTp0KBkZGVhYWFBZWcnt27cpKyvj27dvpKenY2dnx8SJE5k/fz6Ojo5kZWVx584dvL29qaqqQkNDAw0NDU6fPk14eDjHjh0TM79///03hoaGtLe34+TkRGxsLCNHjqS1tRUvLy+MjIxQU1Nj3759fPr0CRkZGTQ1NcUge18wZfPmzcjLy3P//n3s7e2FdzQmJoYff/yR+vp6HB0dhV5o48aNTJ48GQMDAwYNGoSKiooQjb9//56WlhZ+/vlnzp8/j7W1tYCS7969Gz09PTZs2ICLiwuGhoYYGBhgbm4uNGYaGhrEx8czbtw4ysvL2bBhA/Pnz8fExAQVFRVOnz5NWFiYSCi2tbURFRXF7du3CQgIYNSoURw6dAhPT0/ev39P//79WbJkCQsWLGD8+PGcPn0aKSkp5s2bR3l5OVlZWVhYWPDs2TNaWlqwtrbGycmJ4uJirK2tsbGxQUVFhYCAALy8vHB1deX7779n+PDhSEpK8u7dO4FM8fPzE0aTgoICnj59SkhICDdv3sTMzIz9+/dz5coVkRiWkZER4N++7050dDT19fW0t7fz/v17rl69yuTJk0lISEBbW1vYcJ4/f8706dNpbm6mvLycsWPHkp6ezvDhwwWrtK2tjfT0dPT19YH/iuhdXV1RU1NjzJgx1NfX4+TkhKamJocPH0ZPT4+amhrs7OwwNTXFxcUFOTk5rKysxBxsZGSk8B6bmJgwa9YsPn36xNq1a7l//z7R0dHs3buX9evXo6KigoSEBN3d3Xz79g0pKSk+ffokxhA8PDxYvXo1NTU1/+I5/td1/vz5bX2ut5kzZ+Lp6YmOjg6urq7Y29tz9+5d/vjjD1asWMGBAwd49uwZL168wNfXl6ysLOLj4wWnqauri4CAAKFcUlFREUkYY2NjSktLSUtLIzg4mO7ublxcXHjz5g1SUlKYm5sTGxvLmzdvePHiBRcuXBD9/U+fPpGSkkJYWBhv376lX79+fPjwAUVFRRISEti0aRMRERH09vbSr18/rl69KmbPzp8/j6SkJPX19Zw8eVKkYQoLC5GSkuLRo0eC9t5Xnl6wYAGamppISUmJB7i0tJSWlhZKS0sZP348WVlZjBgxguLiYioqKti1axcDBgwgICAAeXl57t27h5qaGg8fPsTX15c1a9YIEOT169fp7e1FUVGRzs5O7ty5Q2xsLCEhIXz48AFTU1OSk5MZMWIEbm5ufP36lZiYGAYNGsSUKVPw8vISDtBRo0ahpqZGQ0MDKioqWFtbs2LFCqSkpAgJCRHO1r6WWk9PDxERETx58gRra2tiY2M5fPiwANv2zZpYWVkJSriamhre3t78+OOP+Pv7o6CgwNevX5GSkqKiooIffvhBpFijoqKE7D0mJoYrV65gb2/P9OnTGTRoEPn5+cyePRtzc3M2bdpEXFwcHR0d5OXlMXPmTOLj4/H29mbkyJE4OzsjLS0tAgwpKSkYGhqKZGsFUfIAACAASURBVF5AQAAqKir0798fMzMz5OTkeP36NY6OjtjY2PDjjz+irq5ObW2t4Ff1ac6kpKSYPHkyR48eZcqUKVhbW3Pz5k2WLFnCy5cvBbl98ODBhIWFkZOTQ1tbGz4+PsjJyWFiYoKzs7Ngw+3atYuHDx+yfv16DAwM2L59u0jPhoaG8uHDB2GYGDduHFZWVqSkpFBWVvZ/PW/6+vqMHj2a4OBgXr16haysLJKSkmzevJnFixfT0NCAnp4eBgYGWFpakpycTGNjI8nJyWhqajJ+/HhsbGwICgpi3bp19O/fnxMnTrBu3Tqio6M5deoU48ePFwo0f39/Dh06JDbw1NRUwcSaMGECLS0tGBoaMnXqVN6/fy/Arh8+fGDSpElCIzR58mShtMrPz8fa2hoTExOCgoLo7u7G1tYWOzs7li5diouLC7du3RJokNbWVtzc3GhpaeH58+e8fPkSfX194dN98OABv//+u2DuLVy4EAsLC/bs2SNQGTt27BBw2wkTJmBpaYmEhATx8fHk5+dTXFxMv379mD17NhcvXmTVqlVcuXJFgKHV1NSor69HW1ube/fuoaCggJSUlGhD6evrCwC1hYUFhoaGfPnyhbS0NPbs2cOGDRtoa2vD0NCQt2/f0tTUxJQpU4iKimLSpEm8evUKKSkp0tLSRACiD6/h6ekpGHZmZmZUV1fT2dkpZqIuXryIgoICzs7OyMnJsXjxYqysrOjs7GT+/Pm4urri7OzMw4cPKSkpIT4+HgcHB96/f8/s2bMFumffvn1oa2tTU1PD7t27GTRoEHPmzBEX3ZkzZ5KTkyPma/sQKAUFBXh4eGBra0tSUpIAq7548YKgoCBUVFTQ1tbGy8uL6OhoKisriY+Pp6SkBAkJCXx9ffnzzz/x8PAgIiKCkJAQwVLrm/Xs+9vLyMhgaGjI3Llz2bFjB5MmTRK4FllZWf7++2+0tbWxtrbm8ePHdHV14e/vz7dv34iMjBS4n/DwcK5evYqGhgb19fUUFhYiJycn4Ot9s3E3b96ksbGR4OBgzp8/j6enJ7KyspiamvLo0SPCwsJQVFQkIyODTZs2MXDgQFFY6AskeXl5ISUlxYsXL7CwsCAiIoKFCxfS1NSEi4sLHz58wMbGhuPHjwttm7Ozs/AT79+/n99++41Xr16xcuVKxowZQ3Z2NqdPnyY9PV08L7Nnz6ahoYGBAwdy//59hg8fTmtrK/Hx8SgoKGBubg7AgwcPcHJyQlVVFXl5eezt7blw4QJeXl7iW5icnCySop6envTv35+ioiKWLFnC/fv3kZaWxsPDg8DAQLZt28a+fftEy70v4Tp58mRUVVVRUlKivr4ed3d3wW7sC8S5uLgwYMAAABG6GTVqFHfu3KG6upqlS5f+e1D7X9aJEye2qaurs2XLFuLj42ltbUVZWZnc3Fw+ffqEhYUFZ8+e5c8//6SoqIjm5mYhl37w4AF79+6luroaHx8fhgwZQmNjozh09G20L168EIykS5cusXbtWt6+fUtpaamA30pISDBw4EDu3bvH2LFjgf9KofughuPHj+fdu3cCwTB48GAsLS05fvy4SN59+PCBfv36MWHCBO7du4eKigoLFy4Ut6WIiAiio6NZunQpRkZGgph85coV1NTUSE5O5pdffqGurg4VFRXOnDkjVDRXr14lJSUFdXV1WlpayMzMxMnJiatXrzJ79mwRj3/9+jXm5uZYWlpy48YNJk6cSHl5OZmZmZSWlvLt2zemT58uWE/5+fmsX7+e1NRUGhoaGDVqFOXl5RgbG1NUVER2djbGxsZC2XL06FFevXpFe3u7YCH19PRw9epVQb/X0tJCV1eXrq4uCgsL8fDw4MiRI8TFxfHo0SOhCeno6KCzsxNXV1eUlJSYMmUK+fn5ZGRkMHLkSJYvX05tbS319fXEx8fj6+sryPnKyspISEigqqqKm5sbixcvZvz48dy5c0foU6SkpFi5ciXm5uYUFxczYMAA7ty5g7W1NeXl5XR1dTFo0CCh5bp+/TpycnJiM0pJScHX15fs7GwUFBQYO3YslZWVuLq6Mm7cOG7fvk1mZia5ubn4+/tz5coVscn1OSCdnJzw9fVl7969tLa2ikqErq4uNjY2orKqpqYmaNxfvnzh1atXvH//HlNTUwFB9vb2Fkw7Q0ND9u3bh4+Pj7hwKCgoIC8vz7Vr1wgICKCtrU1wvLq7u9m1axeBgYEMGjSIu3fvimqss7MzpaWlQq+lpaWFtLQ0RUVFyMnJkZGRwfLly3n58qVIOI4cOVIMny9cuBBAsJpUVVWF9u3ChQtMmTKFpKQkxo0bh729PSdPnmTq1KmcO3eOhQsX0r9/f96/f8/IkSOxtLTE1tZW3OglJCRQUVHh8+fPrFmzBhMTE7Zs2SIgoufOnePjx4/cuHGDlStXkpCQgLOzs3ieHz9+zMyZM3n48CEVFRXU19fT2trK/PnzOXr0KKqqqmzdupXXr1+jqalJTEwMBgYGpKSkiBmX8PBwsrOz8fLywtnZmf79+wPw5MkTtm3bxokTJ5g6dSrJycnY2dmhra3NjBkzSEhIoLGxkcrKStzc3ARV3sfHhwcPHjBlyhQKCgqYOXMmdnZ2rFu3DgUFBdasWYO9vb047B0/fpwPHz6gr68v5tEKCwtpbm7G3d2d+Ph4li9fjq2tLaWlpUhKSlJeXs7Hjx9ZuXIlAKNGjWLUqFGUlZXh5OTEsWPHiI+PF4BXc3NzPDw8kJWVFSGJkSNHkpGRwbBhw5g/fz4PHz6ksrISOzs7Nm/ejKamJt3d3fTr14/6+nqWLFkigLK6urrEx8cTFBTEmzdvkJSUpKuriwkTJqCvr4+WlhajR49m7969JCUlERkZiY6ODrq6uoSFhTFp0iRmzpyJl5cXHR0dREZGoqioiJeXl3huXV1defPmjRC9b9++XaA8wsPD+fjxI83NzeTn5/Prr7+ipqZGUlIS3759Izg4GCUlJVRUVPjll19YuHAhBQUFpKeni4qnh4cH8vLyaGlpsXPnTtLT0/nuu+8IDQ1l0KBBVFZWYmJiQltbG1ZWVqSlpTF8+HAsLCxITExkwYIFGBsbs2zZMtTV1UlJScHGxobz588zfvx4Dhw4wKZNmxgzZgzv379HWloaGxsbZs6cyYsXLwTTLTExkalTpzJ37lwsLCzw8PCgt7cXbW1t3r59i6enp+iUKCgo0N7eTk9Pj0AYTZ8+HS0tLXbv3o2BgQEBAQHi57W2tubr16/88ccfrFy5knPnzgnLyIgRIwBITEzE1dWV5ORkwSNsbGxkyJAh2Nvb4+npSXFxMbdv3xYJ/JEjR2JgYEBeXh42NjbY2dkhLy/PsWPH2LRpk5jtHThwIPX19ejo6FBRUSGUjps2bRLFBHl5eeLj4zEyMiIkJETA1p89e4aBgQH29vaYmJhw5MgRJCUlhdqwpKQEfX19KisrSUhIoKqqSmjZnj59yufPn/8NE/yv6++//962ceNGWltbRcrz5cuXNDQ0UFVVRVtbG7a2tqSnpzNw4EBUVFT47bffqKqq4ujRo6xZs0Yk+IKCglBTU2PBggVcuHCB4OBgbGxsePbsGba2tgQGBnLkyBFKSkrQ0NAgICAAT09Phg4dKlowqqqqPHnyBH9/fyZNmoS3tzc+Pj7k5+dTXV3N5cuXKSoqIiAggB9++IGtW7cK6GVeXh729vYUFhYKiffIkSO5cuUKeXl5KCgosHr1ak6dOkVJSQkAMjIyWFlZERsby5YtW1BQUGDVqlVCO6WqqirKtl1dXXR3dwuIqLGxMSoqKhw5coQlS5YI3VRHRwdJSUmYmJjg5OTE+vXrMTIyEsPmXl5eqKqqUlRUxKpVq3jx4gWOjo70798fTU1NLly4wJAhQ5CWlqa6uhpnZ2fevn1LR0cH7e3tyMnJMXv2bDo6Onj37h2qqqpoa2uLl/bixYtUVVUxbtw4Dh8+jLm5uYhP79q1Cx8fH9HW1dPTIyQkhNu3b5OXl8fUqVPJy8vjxIkTzJ49GwsLCzQ0NJCWlub169dkZmZy48YNurq6KC0t5c6dO2zcuJENGzYI+Xh9fT2qqqrs3buXiIgIYmJiUFFRoaWlhaVLlwLQ3d3N48ePqaioYMqUKezatQs5OTlmzpwpfs+amhq0tbVxcXEhLS2NY8eOMWfOHPbu3Ss8d31gVh0dHWEF0NPT48GDB3h4eJCdnc3Tp0+ZM2cOiYmJAlTb2toqtF+fP3/my5cvaGtrEx8fz8SJE6mtreWnn36ioKAABQUFbGxs2Lp1KytWrGDFihWEhYUxYsQIzM3NBf+qra2NyspKIiIiiI2NRUlJiX79+iEvL8/8+fNxc3Pj7t27BAUFkZmZSUhIiDiwjB07lqioKKKionj58iVbt27lwIEDfP78GU9PT549e0ZzczNlZWUsWbIEWVlZCgoKMDY2RltbGxUVFerr63n8+DGpqamoq6szZswYLl++zI4dO7h69SqGhoaoqalRW1vL9OnTGThwIA0NDezYsQM/Pz9ycnIE8mTWrFk4OTmRkZHBTz/9xOLFi8nNzaWyshInJycUFBTo7e0V7LgHDx7Q3d3NyJEjiY6OZt68edjb22NlZSWYYUFBQRQUFHD9+nVCQkJE9VlSUpLt27eTk5NDTk4Of/75J2lpaRQVFVFUVER9fT07d+5ES0uLzs5O9u/fT2FhIebm5jx9+hRzc3NkZWVRUlKiubmZ27dvs3//foHYsLKyorq6Gm1tbWpra7Gzs6O2tpaysjJ6enpwcHDg/PnzzJo1i8ePH9PT04O8vDzKysrAfwMP7u7umJqaipCCsbExysrKuLu7Y21tzY0bNxg6dCi7d+9m+PDhJCUl0d7ejq2tLfLy8pw5c4b09HQiIiIICgpi8eLFhIeHExoaioyMDHfu3GH16tV0d3ezdetWcbmdOHGiAAf3BRl0dHTIzc0lNjaW6dOn8/LlS4yMjASkurGxkZSUFJYvXw789wA/fPhwampq+O677zAzM6OoqAhJSUl++OEHOjo60NXVpbi4GENDQ8Gdk5GRYfny5UhISFBRUcGyZctQVlbm2rVr5ObmYmVlhZWVlQhUdHd3ExAQwOjRo4WiTFpaWlz8Hz9+zO+//8706dOFs/TmzZts2rSJvLw8Fi1ahLa2NrKysnz48AEnJycAdHV1GTt2rPCUHjx4kFOnTjFs2DA0NDSYOnUqlZWVWFtbIy0tzdu3b0Xi2tPTEwUFBczMzPD29kZBQYEnT56QmprK8uXLefLkCcXFxZw5c4YRI0aQmJhIeXk5Y8aM4dWrV4SHh7NixQrU1dX54Ycf2L17t/hG9Cns+vaitWvXMn/+fE6ePImKigqBgYE4OTmRkpIieIbq6ur4+fmxfft2Dh48KC77tra2dHZ2Cke2g4MDurq63Lp1C3V1dRITE7l79y6jRo3Cy8uLLVu2MHv2bM6cOUNSUhKDBw8mISGB5uZmoqKiSEtLo6GhgdraWnGwvnfvHhMnTiQuLo7Ro0fT0dHBly9fePz4MV++fOHSpUuMGDECfX19hg8fzs8//4yPjw+bN2/m3LlzuLi40NbWxvfff8//Ye+9gqq+2jfsi03vVdjUTW8bQUARFaQoqFgo9m7sxt5j7D3R2GJCTIzRKHZjCTZsICoo2AVEBGmCVOm9fQfvsOb7n70n38E3864jZ3Rk9ub3W+tZz3Pf171hwwaCg4O5ffs2ra2tZGVlsWTJEoEn6kZCaWtrC6j95MmTReG+bt06fvvtt//hOf7bFR0dvcXR0ZErV64gl8u5desW8+bNEyOwgwcPMnHiRK5cucLIkSN58+YNa9as4cOHD9y6dUu8EElJSYwdOxZDQ0NevXqFo6Mjubm54hCMiooSDpbbt29TW1vLhw8f+Pr1K1OnTiU8PJwTJ05gZ2eHurq6gBtWV1dTUVGBm5sbCgoKDBgwABUVFTo6OsTfmZqacujQIerr6zEyMiIlJYW7d++Sn59Pe3s7ZWVlNDc3k5ycTGZmJhKJhDVr1nDv3j2eP3+Ojo4OXl5e1NbWMn/+fBYsWMCsWbOEJTw3N5fm5mba29uJiopiy5YtzJo1i3HjxmFjY4OdnR2xsbHY2tpSUFAgOkr19fU4OjrSu3dvfv/9dzZu3EjPnj15+vQpJSUl9OnTBy0tLT59+iQKtEGDBomIKl1dXV68eMGtW7dYuXIlt27d4v3795SVlTFs2DA6Ojq4dOkSysrKrFy5kpMnT/L8+XMyMzMZMGAAMTEx7Ny5E1NTU65evYqzszN+fn7cuXOHoqIiJk+ezOvXr8nIyGDNmjV4e3uLDqdMJqO1tRUNDQ0Ra3Xt2jU2bNiAlZUVSUlJVFdXExwcjLe3N/r6+hQXF3Pv3j2kUin37t0jJiaG9evXk5GRIRx1O3fupKKiAh0dHSwsLHB0dCQrK4sHDx6IkXBubi6LFi1i0KBBIgRaKpVib2+Pq6srQUFBJCUlcfToUdTU1KisrBTspI0bN7Js2TLS0tKQyWSYm5uzZs0axo8fz9ixY8nNzeXZs2cA+Pv709bWRlxcnAift7GxEbyyyspKnJyc0NLS4uPHj3zzzTeik/rlyxfMzc2RSCQ0NzfT1NSEmZkZnZ2dWFlZ4e7uzvfff8/06dM5ffq0kBTk5eUxZcoUbG1tiYqKAqCsrAxnZ2cePnwIwOXLl9mzZw9SqZTq6mpcXV25c+cOX79+Zc2aNSQlJYkCNy0tjefPn9O/f39u3LjBnDlz8PT0FHRwGxsbjIyMWLt2LQYGBtja2qKnp8e5c+fw9vbG2tqaadOmCX3S7du3GT9+PDKZDEB0ILshw7dv36ZPnz707t2b2tpakSfp6elJRkYGbm5utLS0cPnyZXHh69u3Ly9fvhSXMn9/f/Ly8jAzM8PU1JS5c+eyevVqRo4cSWJiIm/fvv0/e1RERATjxo1DIpGQkZFBeno6169fJzs7G3d3d5EP/PTpU0JDQxk2bBiBgYGcOXOGPn36oK6ujpaWFu7u7pw5c4aAgAA6OjoARGTWP//8w/jx45HL5Xh7e6OrqwtAXl4eb968oaioCCMjI/bu3cvChQsJDQ0lJiaG5uZmnJyccHNzIyEhAR0dHY4dO0ZoaKi4EN29e5ddu3aJDt/BgwcpKyvj1atXqKurY2xszMWLFzl16hReXl7cv3+fuLg49uzZQ0NDA8uXL6eyspI1a9YwefJkHjx4gIuLC0+ePCE4OJj8/HzMzc0FR3LFihWoqakRFxdHdHQ0b9684cuXLyxcuJDVq1dz9+5djI2NmTBhAvfu3aOoqIhhw4axb98+zM3N6dWrl/j827Ztw93dnaamJiZPnkxeXh7GxsZYWFhw8eJFvL29OX36NPb29rx8+RJNTU0aGxsFV7Ffv37ExMQwdepUEhISmDBhAgcOHODDhw8izq17zw4LC2PmzJm4urqio6ODurq66DLfuHFDsCq///57FixYQHx8PPn5+QwdOhQDAwMKCgp48eIF+fn5uLi4kJyczNKlS9HQ0GDhwoX06tWLsrIyPn78yNy5c9m7dy9paWnk5OQwf/58qqur2bVrF3V1dYwfPx51dXVSUlLYsmULCxcuZOrUqZiZmdHV1SU0WtOnT6etrY3Ozk5GjRrFunXrGD58OAEBAbx//x5ra2vhUu++TIaFhdHZ2cmtW7fYunUrmzZtErFYUVFRrFq1CrlcTkREBL1796alpUVofysqKigrK8PV1RUvLy9xWczNzcXAwAALCwu2bNmCv78/Pj4+2NvbI5PJ6NGjBytXrsTNzQ17e3t+/fVX7t+/L5IFlJWVMTU15ezZs2K/7tu3LxcvXhQ64Y6ODuHS9ff35/r161hZWREYGIimpibx8fFMnTqV4uJiFBUVefHiBSdPnhTJHL179xaypfLycu7du/e/Qu2/XatXr97yww8/UFlZycmTJzl9+jR6enqMHDmSK1eucO3aNY4dO4azszNnz55lyJAhZGdno6WlhaWlJRcvXuT48eOsW7eO1NRUXr16RV1dndAEGRgYMHr0aOA/B2N3FMq5c+fo168fEomEe/fusXnzZhoaGrC3t+fy5csMHDhQRGdoaWmhoKBAZWUlRUVFlJSU8Pvvv3PkyBE+f/6MpaUlgwYNEkLYR48eER0djb+/Pzt27GDKlClYWVlhbGxMUVER3t7eFBYWcu7cOY4fP46JiQlNTU24ubkhk8lITk5m0KBBDBkyBHd3dywsLNi1a5eI0+kGkBobG4vgbxsbG0aPHi1u/TKZjBcvXqCrq0t8fDwSiUTQpP/fG6Ofnx8xMTFEREQQFBREWloaEokEBQUFampqePjwIWVlZUIT5+vri5eXF0eOHEFBQYHIyEgKCgpwdHQU0SSlpaWoq6vTt29fJBIJly5dYsGCBUKM3C2+V1NTw8/Pj+XLl7No0SKWL1/O0KFD6dGjBy0tLQwdOpSzZ89ibGxMe3s7fn5+QrPWfVhXVFQIQfH48eN58+aNEMm3trYSGRkpkCvdY10zMzNiYmJYunQprq6uHDhwgNmzZ3PixAmGDx+Oq6srysrK5OfnY21tTXJyMm5ubvzzzz/U19eLPx86dIgHDx6INIzusVCPHj346aefsLKyokePHjg7O6Orq8ujR4/o0aMHEokEd3d3CgsLsbKy4unTp7S1tVFcXIyOjg5Xr17F09OTu3fvUl5ezoABA0hMTOTFixeoqKiQlpYmclNNTU05duwYjx49Ijc3F7lcLjRYkZGR+Pn5Cd1Onz59OHHiBJ2dnfTo0QOA5ORkIYSXSCT4+fkxZcoUTE1N+fjxI2vWrEFRUZGcnBwGDx6MqakpWlpaZGRkCBCzoaEhlZWVREVFiYNYX1+fsLAw1NXVefPmDU1NTbx8+RItLS10dXUpKSkRiA4bGxuhwYuKiqKxsZG2tjbOnz+Pu7s7np6eIlFDKpXS1tYmAsbd3d05e/Yscrmc8PBwFBQUMDAwQF9fHysrK9LT06murub3338nKCgIU1NTYmJiePv2LXV1dSKqzsLCgmHDhuHl5SUKaXd3d0xMTNDV1eXTp0+UlpaSkZHBjBkzBBanV69eNDU1CTNIcXExq1ev5suXL+JzfP36FWNjY+zs7AgICEAmk7Ft2zYkEgnZ2dlkZmaycOFCGhoaOHbsGO3t7bx7904E2XcnhpiYmBAcHIyvry8uLi4CZbN161akUil9+/bFwcEBfX19RowYIbIQIyMjMTIyIiAggFmzZlFbW8vp06cxMzNDIpGQm5uLqakpXV1dlJWVceXKFfbs2UNGRgbr1q1jypQp3L179/9EFq1du5a3b98yatQoTExMcHJyIjU1FUNDQ54+fUp5eTlPnz5lz549pKSk8O2337J8+XJWrVqFr68vf//9N2pqagJptHLlSlEgxcfHo6SkxLlz5/jzzz9pbW1lwYIFJCYmUlFRQWNjI01NTWhqaopuz+TJk4WGLzs7m+TkZIFhWblyJfHx8ZiamnLv3j2WL1/OpUuXqK+vZ8GCBcTFxYnEhIyMDDIzMykrK6OoqIhRo0aJOLg///wTGxsbduzYgYuLC4mJiSgrK+Pq6sqpU6cIDQ0lKyuLqKgodHR0mDFjBnl5edTV1Qmg9+zZs+nfvz979+4lNDRU6ASHDx+OTCajoaGBw4cPI5VKmTZtGr6+vrx//54lS5ZgbGzM+fPnUVRUFAH2AwYMQFFREUVFRX788UcmTZrEjRs3qK6uZtiwYSQmJnLo0CEaGhqEZrQb6zJs2DB2796NmpoaBw8eJCsri7Fjx/L8+XMKCwvJy8tj/Pjx1NTUCM3bx48fUVRURE9Pj0uXLtHY2Ii2trZIhbGzs2PatGnU19ejpqZGa2srq1evJiwsTBR86urqREVF8enTJ0JCQmhubmbv3r388MMPvHv3DhMTEzo6OhgwYAABAQGoqKjwzz//EBERQb9+/TA3N+fPP/+kuroaW1tb2tvbKSkpoaurCxcXF/bs2cO7d+8YPHiw6HYOHjwYPT090tLS+PTpE62traSmpv6vUPtvV0xMzJbg4GCsra1pb2/n9evXNDU1iVFQcXExtbW1qKmpsWTJEtGNyc/PR1tbm8DAQAwMDHB2dsbQ0BCpVMqYMWOQyWQUFxfT3t5OdXU1SkpKzJ07F5lMJkac6urq1NbWYmdnh5eXF7q6usTGxmJpacnOnTv5+++/Wbt2LUpKSuzevZuRI0dSVFTEs2fP+OGHH1i/fj1JSUksXbpUHHTjxo3jzZs33L17F29vb9TV1YmPjycjI4Pbt28LWrWPjw/wn47Brl276NWrF9u3b0dfXx+pVMq1a9dQUVHB39+fJ0+eYGlpSUlJiXgZGhoamD59OjY2NmhoaDB48GBOnTrFd999x5YtW3j37h3Pnj0T49hvvvmG6upq9PX1iYiIIC4ujp49e2JmZsaZM2eYOnUq/v7+wvU4aNAgXr9+zcyZM7G2tsbT05O6ujrc3d0xMDAgODgYZ2dncnNz8ff3R1dXl6tXr1JYWIi7uztOTk6kpKSgpaUlbsDR0dGsWbOG8vJykXGYlJTEwoULuXDhAt7e3ri7u7Nw4ULS09NRVFTEycmJ4OBgevXqxYULF3BwcKChoQFfX1+kUimenp6kp6djbm6OgYEBqamprFu3jsTERAGC/PDhA4GBgSQnJxMdHc3gwYNZvXq1gA/7+vqiqakpnoX+/ftz7tw5Zs2axblz59DU1OTVq1f8/vvvuLm5MWnSJFatWoWGhgbv379HQ0ODESNGoKOjQ1paGkVFRezevZsrV66Qk5PDrFmzOHr0KCUlJUilUjZv3kxQUBBxcXGYmJjQu3dv5HI5s2fPFhqvjo4OPDw8cHd3p76+nsbGRnR1dXn+/LkAJnd0dJCWlsbgwYOxtrYWTMDq6mri4uIYMGAAz58/59q1aygoKODh4YFcLqeiooLIyEiam5vp3bs3rhkjCAAAIABJREFUqampDBgwgBkzZvDq1StWr14torUGDRokdCYKCgo8ePBA0PGdnJyIi4tDKpUSGhrK8OHDmTx5MnZ2dmRlZaGurs7+/fsZMGCAMByYmJhQXFwsukuzZ88mNjYWMzMzITqH/+RTtra2itGul5cXmZmZnDx5EldXV+zs7CgqKsLDw4M7d+4wePBg4YT99ddfefnypQAm6+joCC6WXC4XHL9uVl5aWhorV64UP6d7VL169WqGDh3K9u3bOXLkCJWVlXz+/JmsrCzMzMxQUlKioKAAHx8f3N3d0dfXRy6Xc+XKFaZMmUJTUxMeHh5YWVnh4uJCTU0NqampjB8/nq9fv5KQkICjoyO7du1i9uzZWFlZUVBQgLGxMW1tbYwcORIrKys+fvxIeXk5R48eZdCgQdy5c4f29nasrKw4e/Yss2fPRiKRcOTIEdTV1QkKCuLbb7/lyJEj3LhxA2VlZUJDQ5HL5UgkEv7991+R6VhXV0dxcTFhYWE8e/aMgQMHUl9fz+vXr0lLS2PJkiU4OTnx119/0dDQQHp6Or169eLixYsiwq6uro6SkhKWLl2Kl5cXenp6BAcHY2dnx6NHjwgKCmLOnDns27ePq1eviqzFpqYm2tvbqaurw8/PjwkTJmBjY0NWVpbodPv4+HD+/Hk+fvzIy5cv8fX1JTY2lvz8fAoKCoiMjKR///4cPHgQX19fzpw5w7Rp0xg9ejSdnZ18+vQJZWVlBg4cSM+ePYXu6uPHj+jr66OmpkZMTAx2dnYCcu3r68vjx4/Fwa+pqcn9+/dZvHgxAwYMoLGxkf3797NlyxYGDRqEtrY2GzZsEAac+Ph4DA0NSUhIwMjICCMjIywsLMjLyxNTjqqqKpGVbGZmhqWlJRMnTuT69euMGDGCP//8k6lTp4qR67Jly6ioqGDhwoXcv38fHx8fGhsb+fXXX2lrayMrK4v8/Hx69eolXLcHDhzg5s2bBAQEYG9vL9IyPn/+TFJSEhEREUgkErS1tYWWViKREB8fj42NDbNnz6awsJC6ujphrOrW0HZfugoLC7G1tRUaNHV1dXbv3k1QUBBXrlzh9evXuLm5kZiYiL29vbjQLlq0iKlTp/L27VuRT3zy5El8fX2xsrKitbWVkJAQLl26xLt373B3d+f9+/ekpqYKAPPff//N3r17MTQ0ZOnSpaxdu1ZcvjQ1NcUZqqOjg7KyMseOHcPOzo4hQ4aQmprKmzdv/leo/bfr4MGDW7or96SkJPT19WlqasLU1BQLCwvs7e2xsbGhq6sLJycnmpubGTp0KKWlpTx8+BAjIyMaGxuRy+XCEq2jo0N0dDRyuZyOjg7evHmDsrIyzc3NBAQEUFVVRUpKCnZ2dnz58oU5c+ZQVlaGpaUlb9++xcfHB39/f3777TcMDAzQ1tZm165dFBQUMGnSJHFL7m6nVlVV4ezszLx58zAyMqK8vJwtW7Zw6tQpZs+eTUhICCEhIQwbNoza2lpKSkrw9vbGy8uLGzduMGPGDKqqqkQ7OykpiVWrVpGTk0NjYyM5OTlCbJuYmCg2xtbWVgwNDTl//ry4LXY7fbq1WgEBARw+fBhFRUU2b97MvXv3sLOzo76+nmHDhvHmzRsWLFjA0qVLWbhwIXv27CEwMFBomzZs2CBE0paWlpiamqKiosKPP/6IgoICjo6OzJ07F39/f2JjY/nmm2/YtWsXISEhzJgxg6ysLLy9vTEwMBD5pO7u7igpKTFu3DjhXFRVVeXChQtMnDiRgIAAhg4dypMnT3B2dqaqqoorV67g7e0t4qEWL14scvS6HXUmJia8e/eOvn37smfPHpGt2Q1irampEZvjjh07iIuLo76+Hnt7e6Hn6x7Dd2/ap0+fRlNTk/Xr1/Pp0yfS09NZvnw5P/74I3V1dUybNo0+ffqgo6PD6NGj8fT05M6dO+Tl5TFp0iTU1NTQ1NTEw8ODiIgINDU16ezsJCQkhKqqKhwcHLh+/TofPnzg3LlzHDhwACsrK0pLS/n69St1dXX4+/vz9etXoqKiiI+PZ/To0VhbW5OamkrPnj0xNjampKQERUVFTp48+X/GDsXFxbi4uBASEkJDQwOenp5cv36dr1+/kpSUxJ07d/j333+ZO3cuioqK9O/fn+TkZObOnUtycjI1NTW0t7fTs2dP7t+/L0YSoaGhlJSUCMBst2Pu6dOn5OXl0a9fP3r06EFYWBgFBQUEBwczZMgQdHV1xdh27NixXLx4kb59+4pRUTestKOjg/DwcDZu3EhlZSXv3r1jyJAh1NTU4Ofnx8mTJ1FQUODvv/8mPDycnj17cujQIXJycoiIiBBawcmTJ1NSUoKenh5KSkoAaGhocPr0aTo7Ozl58iSLFy+msrKSpUuXEhcXR2RkJI8fP6Zfv350dHSwZcsWLl68iFwuZ+TIkXh5efHHH3+goqKCubk5Fy5cYMmSJbS2trJ06VJmzJjB8uXLcXZ2JiMjg7y8PPLz80UxcPToUWJjYxkyZAjt7e0MGjSIX375hba2Ntzc3GhoaCA7O5uUlBR8fX1xdnbGxsZGIIOGDRsmtIaqqqqcPXsWNTU1ZDIZvXv3prS0lNbWVurq6jAyMqKlpQUNDQ3q6+s5evQoc+bMEQVhNzKiu4t08+ZNlJWV8fDwoGfPntTX11NWVkZQUBADBw4UNPnw8HDu3r3LpUuXaG9vx9LSUnQq4uLiKC4uFsVmXV0dCxcu5MqVK0yaNIlevXoJ0Xu3IzEnJwc7OzvCw8OxsLDgu+++4/jx4ygoKPD582eRWXnz5k20tLRQU1MDQFdXl8rKSpqbm7G1tUUqlXLgwAFCQ0OFTrdXr17k5uYKt+TkyZNJTEykvb2d0NBQ4S6XyWQoKytz+/Zt8V3GxsZiYmJCQEAANTU1WFtb8+233xIcHCzwSFpaWpSUlPDNN9+wZMkS1NXV0dbWxs3NDSMjI86cOcO7d+8IDw9nwIABbN68mYSEBJqbm5HJZKiqqnL//n0GDRpERUUFHz58YNSoUXz58gVVVVXevXvHsmXL8Pb25sCBAxgYGJCSkoKTkxNjxozB2dlZ5C/36NEDe3t7FBQUMDMzY9WqVQJ14efnR2NjI/AfuYORkRH79+8X3XIDAwPOnz/Pp0+fqKys5NdffxWZu92pA2lpaTg5OYnLpaurK+bm5qioqPDLL7+QkpLC7Nmz0dPTExpRDw8Pnj59ys2bN9myZQsXLlzg999/Jy8vj+vXr+Pj44NcLsfNzQ0fHx8cHR15+PAhzc3NjBo1ip49e5KdnU1jYyMuLi5MmTKFDRs2MGPGDHEuWFpacvv2bSFz8vLyQiKRMHHiRFpaWigoKKCwsJBp06aJKVZCQsL/XJ//7dq5c+eWVatWER0djb29Pc7OzqirqzN06FDkcrnI/Tpw4ABGRkYMGDCAjRs3oqGhwfz587GwsMDLy4ugoCBmzJhBUFAQZ86cIT09HXV1dQoLC2lsbGTfvn2Cu/X27Vuampp49uwZgYGBPH78WLCxzM3NycnJYcSIEWzatEnwo5ycnDAwMGD37t3MnTuX/Px8FBUVWbt2LVu3biUtLY0jR46IAPd3797h4OAgOGBVVVXMnTsXBQUFYSX38PAQehVFRUUR1m1gYCA+e2JiItnZ2dy/f59r164xbdo0HB0daW9vF7lpZWVlaGhoMGnSJLq6uvD09OTgwYOEhYVRWlrKv//+y8iRI2lpacHGxgZVVVX8/Pw4deoUVlZWPHv2TOSitbW14enpiaWlJevWrePGjRuoqKjw/v17Ro0aJcZG/fv3R01NjQMHDmBvb4+XlxejR4/GwMAAa2trcnJyUFVVpaCggLy8PA4dOkRkZCRqamp4eXlhYGDAnDlzGDJkCJ2dnZiYmJCamopcLhcYElVVVRoaGsjKysLKykro0Pr160dcXBwpKSmYmJiQmZmJmpoa586do729XdjAXVxc+Pfff7G1tSU8PFwwvrS0tIiLixO31ZycHO7cuUNcXJzIjm1qauLJkyeC2n3z5k3Onj3L1q1bkUgk3L17F2tra3799VcRLN23b1+Ki4uxs7Nj8uTJpKSkoK+vz4sXL1i+fDl9+vTB0dGR7Oxsjh49Kty/9+/fF7EmqqqqrFixgtDQUPr27Su0GN0CY5lMxsSJE8nJycHFxQVra2t27NiBTCajo6ODKVOmkJOTQ25uLvn5+SI3tDv5wsnJiQ8fPjBp0iSCgoJ4+vQpo0ePprm5GTs7O2xsbITTOikpCVtbW0JDQ3n06BGXLl1iwIABwt18+fJltm7dyk8//URISAiKioqMHDmSgQMHUldXR1JSEpaWlsjlcqHtqq6uFhE7ioqKfPnyBYlEIkb4VVVVtLW10dLSwpEjR3B3d8fPzw9VVVVkMhnV1dU4ODjw7Nkz0tLSMDY2Rltbm+joaIFcmTt3rgiYzs3NRSqVoq6uzqlTpwgJCWHz5s2EhIQQFxfHpk2b8PLyEkLznj174uTkhJmZGePGjRMcqrVr1/L69Wtu3LjBwIEDOX36NPn5+XR2drJs2TLKysrw8vJixYoVrFixgtWrV1NbW0tbWxsSiYQePXpQVFTEmDFjhGFg5MiRgst3+vRpfHx8CAwMJCUlhUGDBhEaGoqamhrl5eUiuunQoUPMmzePmpoaNDU1+fnnn7G3t2f27Nns2rULR0dHXrx4IbIRHRwc+O2335DJZAITU1JSInAkmzZtEokLOTk5/Pvvv2zduhVLS0t27dqFh4cHZWVl1NXVYWdnB8CbN29ITk7GxcWFgoICevTowfv372lpaaFXr150dnaKacfBgwdxdXVFU1MTd3d34uLi+PTpE3369OHTp0+MHj2a6upqAgMDUVZWxtfXl6ysLExNTfny5YsYZdbU1FBfX09KSopAP3QjTYYOHYqhoSHZ2dmUlpbi5OTE48ePqays5Nq1aygqKpKYmCjYYS9evMDa2hpzc3PS09MZMmQI1dXVaGtr069fPz5//oyFhYUIse/WvJaUlFBWVsaaNWuwt7fn06dPNDQ08OnTJ65cucL48eOxsLDAwcEBqVTK77//TkdHB6GhoSQlJQkJztGjRzl79izJyckUFxfz+fNnIiIiSElJYePGjQACd3T16lWmT5/O48ePhebur7/+IiAgQPDvurWq3e7viooKevXqhUQiETrVbqeyhoYGLS0tlJaW8vLlS7777jsiIyNJTEzk2bNnREVFMWzYMLKzs9myZQvFxcU4OzsLx72lpaVI4Dhy5IhIvkhJSWH69On4+PhQU1PDy5cv0dHRYfHixQQGBuLt7c2dO3cICQkhLCxM5M4OGjQIqVQquqZaWlqCZTpgwACUlZW5fv06MpmMYcOGcf78eYKCgjhy5IjA4vTr14+RI0fy6NEjwsLCuHbtGu/fv8fd3Z2nT59SVlbG0KFD6d+/v4he9PHx4dixY/9zff63a//+/Vt69OhBZWUlgwcP5tatW/z999+4u7tTUlJCYWEhpqamwsVx/Phx7ty5w+HDh1mxYoXgt8yYMYM+ffrQ0dHBiBEjUFFRYenSpfTt21cIXDU1NZkwYQKZmZkigLs7c87BwQFvb2/Wr18vdC95eXkEBATQ2tpKz549RVB8t05g1KhRuLu7C93UgQMH8PHxQSKR4ObmJvAMMTExfPz4EV9fX6ZPn86TJ0+EjfjRo0fU19fTu3dvTp06RXNzMyEhIaiqqvL27VsUFRXx8PBg48aNREREoKioKKCV8+fP5/HjxwQFBQlx/r59+zhx4gRz586lpaVFjHpevXpFQ0MDSkpKaGtrExwczK1bt4SG6dChQ9TU1JCcnMyTJ09wc3Pj1q1bjBkzhsTERF69esWTJ0/o6Oj4P9qe9evX8+rVKz5+/EhycrJgaHXze7Kzs/ny5Qs//vgjdnZ2/PDDDygrKwNgamqKu7s70dHRLFu2jObmZjIzMwkPD0dJSYm0tDTGjh1LZmamgDV6eXkhk8nYtGkTHz58YNOmTVhYWGBqakpRURHh4eEUFRVhaGjI+/fvxUESHx9Pc3MzFRUV9OnTB7lczvLly0lISAAQDjdA8H2qqqqEk2/s2LGEh4dz69YtVFRUmDRpEurq6kyYMIFhw4Zx6dIlKioqmDlzJjExMURFRZGYmIhMJsPOzk6Aha9du8aMGTOIiooiJiaGR48eibit1NRUqqurWbx4Mbm5udy8eZOioiICAwPJz8/n1atXoptrbm7OgQMH8PPzIyMjg7lz52JnZ0dGRoYYl9XW1hIXF0dOTg4eHh5IpVIuXrxIV1cXhYWFODg4oKKiwtChQ7GwsMDMzAwzMzNUVFTo7OwU+hhPT0+kUikSyX/CVAYNGiTyGrtxNCkpKVy7do1//vlHIC5OnjwpOuJnzpwRQciLFi3C1taWFy9eiI7SgwcP0NbW5vnz58TFxfH27VsmTJjA69evxXsaFRWFq6srCQkJLF++nPT0dGxtbZk0aRIKCgr4+PigrKzMiRMn0NfXp6qqCltbW/r160dmZiYDBw5EIpHw8uVLLl26xPfffy9A1SYmJkilUsaPH8/169cJCAjgyZMnZGZm4urqyoMHD2hpaSEnJ4c///wTFxcX5syZI96jsWPHCiSLiooK58+fx8zMDC8vL6RSKdu2bSMsLIzAwEBaW1u5cuUKCgoKdHV1sXfvXi5fvkxOTg6Ojo60trZy7tw5goKCBOy2paWFxMREysvLGThwoBj/du9LKioq6Ovrk5mZSWtrK6GhoaxatYrm5maMjY158uQJ6enpBAQEoKWlxZYtW9DU1OTSpUv4+Pjg5+eHurq6kGvo6elhb29PfHw8fn5+SKVS4UI1NDTEwcEBuVyOr6+vMIC5u7tz+/ZtNm7cyKhRozh06BDBwcHU1tbS2dnJ3bt36ejooL29nadPn6Ktrc3Vq1cxMTFBSUmJrKws5HI5d+/eZf369RgaGqKgoMDdu3eZP38+9+7dY9euXTx+/Fh0WyoqKtDS0mLNmjWsWrVKIEtyc3OZPXs2Hz58oK2tDRcXFwBiYmJEiHlXV5dwrsvlctra2pBKpeIdHzRoEK9evRKmjW3btvHs2TPa29vJysrir7/+IiUlBVtbW8aPH09jYyPTp0/H19eXCxcu8PXrV5qamnj8+DGhoaHCFKKjo8O+ffsYPnw4P//8s0AnLVmyRKCinJycWLBgATt27CA1NZWvX7/S0tLCvn370NPTY9q0aWzdupW9e/fi4+NDU1MTOTk5ZGVlYWxsTGpqKoMHD2bUqFGioDpx4gTZ2dksX74cT09Pzp49K7Kq9+3bx/Pnz5HJZNTU1JCTk4OBgYFwJTc3N5OYmCic692yIAcHBy5fvoyPj48Yv6anpxMWFkZJSQlKSkq0trby5s0bxowZI0xuQ4cORSqV8vnzZ4qLi1FSUmLFihWcPn2aT58+4ejoSEFBAV++fGHKlCns2bOHpqYmXFxc8PLyYvjw4Tg6OnLhwgVcXFxoamoS/9eTJ08oKSlBLpcTFhbGsmXLGDBgAB0dHbx69Ypnz57h6enZTUv4X6H236yff/55y7x589iwYQPLli3jm2++wcXFhZEjRyKTyUhNTUVLS4vbt2/Tt29f0tPTGT9+PNnZ2XR1dTF16lQ2bdpEbm4uv/32G/379yc1NVWM1JKSkoiMjOTdu3eYmZnRt29f9PT0GDhwIAsWLEAqlTJw4EDU1NS4efMmdnZ2DBgwAH19fbGB1NXVsWbNGkxNTXnz5g3bt29HR0eHx48fo66uzsSJE6mpqWHixIlcvXpVZBE2NDRw8eJFLCws0NLSws/PT7TyLSwsSEhIoL29HR8fH7S0tGhubiYhIQG5XC6KH01NTeRyOdevX+fVq1dcv36dtrY2waSKiIggISEBNTU1SktLGTFiBPAfkXi/fv3Yvn07Hz58QC6XM2vWLIKCgti7dy9jxozB19eXwsJCMbNvbW0VHKC8vDxmzZpFdHQ02tralJSUYG9vj4mJibgpNTc3c/bsWYFImT9/PsrKyqipqdHQ0EB8fLxwctbU1HDmzBk0NTXZuHEjjx49QklJSZDCk5OTaW5uxtnZmdOnT6OsrIyFhYXobrq6urJ//37evn2Lv78/ZmZm+Pn50d7eTm1tLYmJifj6+tLV1cX69eupqalBIpEwZ84cFBUViY2NZfLkyWhpaXHt2jU8PT0JDw8nPDycqqoq0tLSiIyMFN+1gYGB4KZ18+eio6MFXsTPz4/379/j7OwMwMGDBwU/aP/+/bx580YkU2RlZdHe3o6enh7m5uaYmpqKHMWEhAQcHBzEiHb37t2Ym5vT0tKCqakpEolEaL5GjRrF/fv3KS8vZ8+ePXz58oXx48cLp9/Dhw8ZN24ctbW15Ofno66ujqmpKUlJSTg5OQktXXfxYW5uLhIdfv/9d9TU1MjPzxfPaEpKCp8+fRIaosjISMzNzbG2tkZbWxsvLy+xaU+cOJHAwEA+f/6MVCoVbDgHBwcKCws5deoUlpaWgjmlo6PD9evXMTU1paOjA21tbXx8fAgKCmLSpElMmjSJ8+fP4+joSGRkpPieevXqhbm5Oebm5iLZ482bN3z8+BF1dXVUVVVZuXIlly5dEmOpsrIydHV1uXbtmsAYFBQUoKWlha2tLc+ePaNv3768evWKlpYW6urqsLCw4Mcff+TVq1cC9dDdEZPL5cjlcv766y9R5Orq6lJYWEhXV5fYT7755htR/D5+/Jhvv/2W+/fv09XVxfLly0XnJTIyksLCQjEKe/78OfPmzSMmJgZ7e3tu3rxJVlaWyF3NyMgQ48b79+9z5MgRdHV1hZSgu7CSyWRMnz5djCvlcrkww2RmZopM5cmTJ3P9+nXev3+PgYEBnp6eHDt2DDMzM6ytrblz5w5Hjx4lPj6eGzdukJubS0NDAx8+fCA6OpqOjg6ePXuGv78/Ojo6SKVSwsLCKCws5P379xw5ckSgKzIzM6mqqsLd3R1lZWUmTpzIqVOn0NTUZN26dbS1tREVFUV5eTl2dnYsWrSIadOmYWJigkQiYceOHfTv3x99fX0SExOZOnWq2EeOHTvG6NGjKSsrw8DAgOfPnyORSHj69CnLly9HT0+PmpoawsPDhcP6xIkTeHt709DQgIODg8AKlZWVIZPJaGxsZOHChaiqqvLlyxcOHDjAlClTyM3NFU7ht2/fkpKSgqWlJZMnT8bb21tkA+/evZucnBwaGhpISkoiJSWFbdu2iQ5jv379GDJkCJMnTyYtLU2kqfz8889Mnz5duH4NDQ0JCgri06dPrFixQkgKRo0aJbBNGRkZ1NXVERkZia6uLjKZjGXLlqGrq4uRkRHPnz9n2bJlnD59mp9//hlVVVXBb7S0tCQkJIQxY8Zw7do1+vTpI+Q9WVlZuLm5UVdXR2NjIxkZGYwaNYoJEybwyy+/sGHDBkxNTbG2tsba2lpwzzIzM7G1tUVNTY179+7x+PFj9PT0cHR0RCqV0tnZSVFRET169BDdVldXVyF76kYxJSYmcvz4cfr06UNiYiJr167Fw8ODf/75R3D7ujmBVVVVbNu2jfDwcM6fP09zczNbtmwRzt5up+ylS5e6JR7/K9T+m3XkyJEt8+fP56effuLPP/+kvr6eFy9e4OfnB4Crqyvfffcd5ubmZGdnExkZSV5enrDnX7p0iaamJiEWLywsZPjw4eTl5YlfuIGBgajkDx06xPDhw8nIyMDW1hZPT098fHy4fv260MKMGTOG6OhoQVBvaGhATU2NgQMH0tXVRVVVFampqWRkZBAWFsaHDx/47bffSE5OxsrKiqKiIlpaWnB1daVfv358+fIFJSUl7t+/T0VFBUFBQfz7779s2LBBiB5Hjx5NS0sLioqK3LhxgwkTJiCTyfD19RUxIT179qS0tBQNDQ1u377N8ePHMTY2JiEhgbVr13Lw4EEKCgqEo2fNmjXs2LGDW7duMWfOHB49ekRBQQERERHcuHEDQ0ND/vjjDwIDA5kyZQrGxsaEhoZSW1uLg4MD+/fvZ+LEiWRnZwsYZUNDA52dnZw5c4YTJ07Q0dGBlZUVpqamHDhwgMrKSh4/fgwgIIYJCQmkpqYSEhJCbW0tEyZMICwsDBsbG1HMnjx5UhSlVlZWorDuZngpKCgwduxYDAwMMDIyEtRxJSUlWlpaMDY2Fly0DRs2EB8fz7Rp01i5ciVtbW2sW7dOjE2am5upq6vj+++/JzY2Fk9PT1pbW7GxsRHMOW1tbdatW8f8+fPFwSaTyVBXVwdg2LBhuLu7i+f4woULHDp0iA8fPuDp6UlYWBgdHR0MGjRI3PDNzc3x9PTk48eP1NfXEx8fT0hICDY2NpiamqKtrU1WVha5ublUV1czfvx4oqKiuHHjBqamphgYGFBWVsbKlSvp6uri+++/x8LCAjU1NSZPnkxAQACjRo1i9uzZ1NbWEhwczLlz59DX16egoIDW1lYUFRWprq4GEITvbrmBtbU1mpqauLi48PbtWxYtWkSfPn3w8fHh3LlzjBgxgjlz5vD06VNWrFhBQUEBjY2NgqEXFhYm+GgVFRXo6emRnp6OiYkJpqamZGZmMnjwYJ4/f05eXh4zZswQOlG5XC4I8e3t7eL98fPzIz4+HgUFBeG+NjQ0FEyyU6dOUVNTg5GRkehalJSUMG/ePMLCwlBQUCAoKEi8Q7m5uRw4cECgUurq6nB1dcXY2JiPHz9SWlrKu3fvMDU1RV9fH0dHR/r27SsO1+4OXHl5OdOnT6ezs5ONGzeiqqrKjRs3kMlkODk50bNnT+rq6pgwYQLnz5/Hy8uL/v37I5PJyMnJQV1dnU+fPmFmZgbAu3fvyMvL49GjR5iYmGBnZ4euri6zZs3iyJEj+Pr68ubNGyorK0lMTMTc3Jzk5GRGjRol4um6kyI2b96Mv78/Fy5coF+/fujr62NsbIyZmRlxcXFcuXKFcePGCbfv0aNHkUgk3L5oeHSjAAAgAElEQVR9Gzs7O+7fv8+cOXNIT0+nvr6eCRMmiJF2txtdSUmJsrIyBg8ezLlz59i6dSufP3/G2NiYtLQ0jh07xoQJE0hLS+P48eMi1i4zMxNNTU2GDBmCRCIhKSmJmTNniqKru7PajW3o2bMnLS0tPHv2jJs3b6KqqsqkSZMwNzcnOjqa58+f/58R8e3bt7l69SoeHh74+/uTkJDAzp072bt3L6Wlpfzwww/i8vX69WtWr17NiRMnGDlyJOfPn8fT05O9e/eK7l93saiiooKhoSHLly+npKSEtrY22traqKys5MuXLwQGBtLU1MSNGzfYvn07tra2eHl5kZubS1NTE35+fly7dg1bW1seP37MiRMnMDIyEo7Jr1+/4u7uzt27dwWMff78+fzyyy94enoyaNAgioqKhGln2rRpqKmp8cMPP3Dx4kVu3bqFsbExTU1N9O7dm3fv3uHi4iI6iMbGxoJBeOHCBZHso6qqKrihMpmMRYsWYWRkhL6+PhUVFWRkZBAaGsrixYuRyWTo6ekJd+7r169F8sDLly/Zu3cvcXFxWFhYkJKSgouLC+Xl5fzyyy/079+fsWPH0qNHD0pKSli0aBEaGhqoqqoybtw4AdqWy+UCydPa2sqIESNQUlISzs+QkBCKi4uRy+XY2dmhoqIiOI0mJiaUlZVhb29PR0cHAQEBKCkp8eLFC2xsbLh586agOTQ1NfHgwYP/jT7/23X48OEt3fNzCwsLXr9+zb179+jq6iItLQ03NzdKS0tpa2vD1dUViUSCrq4u//77L1OmTCE2NpaIiAj69u2Lm5sbZ8+epby8nCVLlhAbG0tsbCxTpkwhMTFRkJFDQkL4448/qK+vp7i4mMjISEJDQzl79iyHDx/mwYMHzJkzh3v37pGRkUFJSQmrV69GUVGRI0eOUFJSwt27dwkJCcHExISqqipkMhkvX77Ezs6OgoIC5syZw927d7l8+TJDhgyhR48eAr7X3UUwMjKis7MTNzc3jI2NOXToEEZGRjg4OHDjxg0sLS1JSUlBT09PZAx2E+179erFvXv30NLSwsfHh9LSUjw8PLC3t+fo0aMMHDiQd+/e4ezsjL29PT169CA/Px8AFRUVvL29UVJSEu6/ZcuWceTIEcLCwtDU1MTe3p7du3eTlJREcHAwSkpKgmbd0tKCl5cXgYGBDB06lLt37zJu3Dj69OlDcHAwDQ0N9O7dm3/++QcrKytx0+52arm4uAhytqamJh8/fmTjxo2MHDmSmpoa1NXViYiIoKqqCqlUypQpUygtLRVjBC0tLREBExMTwx9//EFycjIDBw5kzpw5bNq0iZaWFlRUVETkzefPn3F3dyc2NpavX7/i6+tLYGAgISEhAh/h5ubGhw8fWLx4MQoKCpibm+Pr60tISAg9evRg3Lhx3L17l9TUVPT09Dhz5gxNTU1kZ2fj5OTEp0+fBDvv0qVLwr1qZmaGu7s7O3bs4PDhw3z9+pXIyEhRKKmpqQn+Wfdt8caNG2zduhVPT0+GDRtGWVmZMDGYmJgQExPDDz/8QHZ2Ns3NzSgpKVFVVSXcWcrKyjx8+JB58+axaNEiNm7cyN9//8306dOFpuTy5ctERUXh4uJCRUUFycnJ5Obm8vr1a7y9vTE2NkZFRYWioiLu3buHh4cHSUlJ6OrqoqioSE1NDVOmTCEjIwMNDQ20tbUxNDSks7OTlJQUJk2axPHjx0X3oaGhAQ0NDXx9fTl9+jSWlpYYGxtTWlrKL7/8QmtrKytWrBA5m0+fPsXDw4Nnz54xffp03r59y8CBA3n+/DknT56kq6sLGxsbgQDZv38/CQkJTJw4kcrKSmGYiI6OJjY2ltTUVKZNmyZcyF1dXfTv3x9bW1vxnmloaDBz5kwCAwNZsmQJpqam/PHHH+jp6aGjo8O8efP46aefGDNmDBoaGty5c4eWlhZaWlqwt7fnyZMnGBgYMH78eOzt7amursbQ0JC5c+eSnp5OXV0dubm5DB48mLKyMr777jv09fW5c+cOUVFRhIaGEhERIUZgYWFh7N+/n9u3b4ucQk9PT169eoW5uTklJSWMGTMGiUTC2LFjSUxMxNvbm7q6OiwtLenXrx/Lly/H2tqaqqoqbt68ycyZM9m9ezc7d+7k6NGjImFh6tSpxMTEiML4/PnzLF68mIKCAhITEykpKeHz588UFhbi4+PD27dvKSkpYdiwYSxatIiAgADx3CsqKgpWnouLixDeSyQSpFIpjx8/JjAwEAUFBW7cuMHkyZO5f/8+hoaGQuumqKjI1atXBfpkx44d9OnTh6ysLOFIHz58ONnZ2SgrKwuWWjeL0cLCArlczv79+/Hy8qJ3794YGBgwffp0NDQ0kEql3Llzh4yMDIKCgrCyskJVVRUrKyva29spKCjAy8uLmpoasrKyMDc3548//qCxsZGqqiqGDh2KkZERO3fupKioiMbGRsaNG8fMmTP5+vUr48aN4+DBg+zcuRNHR0fs7Ozw9/fHwMCAbdu2IZVK0dDQQEdHBwcHB1pbW1myZAm9evVi06ZNSCQS9PT08Pb25vDhwzQ1NaGoqIhcLqe8vJympibRFXZwcBCF8LVr1xg+fLiImQO4desWxcXFqKuri33BwsKCw4cP4+bmxk8//cTNmzfZtWsXHR0dlJSU8Ndff4l4KqlUiq6urjAkSKVSMjIymDlzJufOnUNHRwctLS0sLCwICwvD2dkZW1tb7t+/z+HDhzEzM2P37t0EBwfz3XffiTSO+/fv07NnT37++Wfh6K+trSU9PV24xM3NzXn8+DGzZs1CU1OTR48eYWZmxrt376ipqWH9+vWUlpZy584dbG1tKS0tpaSkhFu3buHl5cX27dsZPXo0x48fJyMjg759+2JgYMDFixf/K9enQldX1/+HJdD/P5aJiUnXw4cPUVFR4fr16/j7+1NSUkL//v0B+PXXX1FUVKR3797Y2NgIKntDQwMuLi4ikFhHR4eRI0dy7949evfuTU5ODn369BE/5+rVq1y4cIFly5bR0NAAIPQXly9fpry8nH/++YcTJ04wY8YMjh8/TlFRkegOzZgxg/r6eiIiInjw4AG1tbWkpqayb98+VFRUeP36NT4+PsKBlZ6ezsCBAykuLiYiIgJAOJUArly5gpmZGcnJyXR0dGBgYIC/vz+XL18W4MP4+HgqKyuRSqXU1dUBkJaWhoeHB48fP8bR0ZHMzEyWLVvG3LlzmTx5MqWlpUyaNImZM2eyd+9eEhISmDVrFtu2bRPdIH9/f/Lz84XYOC8vT/y77jQIFRUVZs6cSW5urth0P3/+TGhoKACnT59m69atVFdXC9TInTt3yMrKIjY2lpqaGn799VdiYmI4cOAA8B99iK+vL/b29gCsWLGCfv36UV1dzZcvXwgKCsLf35+///4bgPb2dhFyff36daZOncpPP/2Eu7s7qqqqwH+o55cvX6a1tZXNmzdz/vx5pkyZwtSpU9mwYQPffPMNSUlJVFRU8PnzZ4YNG8aTJ0+4c+cOnz9/BuDFixccPXqU0tJS9PT0kEgkdHZ2iu/k6dOnGBkZcfPmTdzd3amoqMDOzo61a9cyadIk8XzcvHmT3r178/DhQ+H2fPPmDYsXLyY6OholJSW+/fZbYmNjRbZgtxUdoKKiQgj+c3Jy0NTUZMuWLTQ2NnL79m3RCbKwsODAgQOCB/X69WvKy8sB2L59O7/99hubN28mKytLjNOOHz/OsmXL2LNnD4sXL0ZdXR1HR0fi4uK4ePEiAQEBpKenAwgtkpWVFT4+PqJz6unpyY4dO4iOjhbauuLiYqysrNDV1UVDQwMFBQUAduzYwerVq2lqamL9+vWsWbMGGxsbXr58SWlpKYsWLRIatcrKSnr27MnixYuxtbUlODgYgPr6ekxNTamqqsLPzw8jIyOBRklNTSUsLIzY2Fg+f/5MeHg4ly9fFu7Wbr3h9u3bCQwMxMjIiKSkJBQUFESM0pAhQ6ioqOD9+/d0dHQIeLGPj4/A9ACEhYVx/PhxAf/18vLi8+fPVFdX4+zsjKmpKfCfrqqamhoeHh4kJyczYcIEoYHsHgvJZDJWrVqFubk5HR0dKCsr06dPHw4fPsz48eNpaGjg33//H/beNKzn9P//frRv2nfRpl27EKLNVkRZslXGHgaZxjAGX4yZxjLGHlN2w5Cd0YKSUBIVaVGpaFPatCrV/4aj8/r9ruM6jv/33nVnztsOdXz6fD7v83ydz+fjcZNVq1aJFqWlpSUAT548EaiIIUOGEBwczKdPn3j37h0vXrygq6uL/v3709HRQVZWFpMmTRJZw/v37wMwZswYZGRkxG3EwoULxW2Cj48POjo6PH/+nB9//JHZs2fj7+8vfK9HjhwBYNy4cezYsYOQkBCB5tm5cyeqqqpMnz6d7u5uCgoKGDp0KE+ePGHs2LG8evWK5ORkPn/+DEB4eDjr1q1j9+7dAMTHx2NrayvafgoKCvTv3x93d3cA6uvraWpq4sGDB+LzMn36dEGmX7hwIW/fvsXU1JQDBw6InGbftWlCQgLjx4+nra1NGGIAJk2ahIKCAs+ePcPb2xs1NTWkpKTQ19dn9+7dODk5IS8vj6ysLMOGDePVq1dUV1czbtw48WxQUFCgqamJhoYGLC0tOX/+PGPHjsXLy4sVK1Zgb2+Pubk5jx8/JiQkBGNjY8zNzblx4wYvXrwA4Pz586ipqXHmzBna2tro7u4mLy8PCwsL9u7di6+vL25ubsJoYWZmJiwRfU3O2tpaMjMzGT9+PKGhoYJLamhoSFBQEM3NzSgrK3Py5EkmTpzIunXrOHfuHFOnTmX+/PkATJs2jTNnzohM+OnTp+nu7ubcuXP8zzV69Gg2b94s0FlxcXHs3LlT/K2uXLmCpKQkVlZWjBgxgoiICJGBtLKyIj09HU9PT5Hd7mtk/79X32Dj9u3b3Lp1iw0bNnDkyBG8vb0xNDTk5cuXPH36VKBI5OXlRWmwDwKekJDAkiVLePv2rbipAxgyZAjPnz+X+P/8wf9j/TtR4+tErS/v09nZyY0bN/j+++/JyMigpqaGMWPGsGfPHrq6urCysmLixIk4ODiQkZHB7t276enpISIigvnz53Px4kW0tLSwsLAQrr/y8nIOHTpEv379sLCwENyc/Px8tLW10dfXp66ujsWLF3Po0CHCw8NFW0dSUpJDhw4RFBTE58+faWxsJCwsjNDQUDZv3kx0dDT19fVERESwcOFCXr16RXt7u1A+LV26lPj4eBwdHenu7mbWrFn4+Phw584dpk2bJsav48ePx8XFBUVFRTIyMhg9ejQ3b95kzpw5SEpKEh0djaurKwoKCigqKnL27FkcHByYP38+O3bsIDQ0FH19fXx8fEhLS2P27NkcO3aM1NRUqqurycrKYty4cUyfPp1Ro0aho6PDq1ev6O7uFu2axYsXk5ycjJubGxMmTMDJyYm0tDSkpaUpKirCysqKJUuWYGFhIR7wampqgtbd10w1NTVFVVWVU6dO8eDBA+zs7Fi8eDGlpaUcPnxYOOpqa2sJCgpCQ0ODbdu2ERYWxrfffiv4Oy4uLkJ/Eh0djZKSEvv378fDw4P8/Hx6enpEycPQ0JCSkhLGjBlDU1MTRkZG+Pn5ceTIEc6ePcvNmzdxcnLi1q1bWFhYMGLECCorK8WG1NLSUuT0NDQ0eP36NX///TePHj3CxsaGoUOHsmHDBqysrNDQ0ODLly88e/aMyMhIHB0dcXR0pLS0VCAyvLy8sLS0xMTEhFu3brFw4UJxBd/nely6dClBQUEUFRUhKSkpdCofPnygvLwcfX192trauHTpEsePHycpKYmFCxdSVFREc3MzCgoKXLt2DXd3d/T09HB3dxcnxbdv34rPU0VFBampqQI+3Ae+/fjxI6GhoaSmptLS0sKMGTNoampCXV2d7u5uAgICkJKSoqWlhdevX7NkyRLOnj2Lv78/9+7dw9/fX+S50tPTycrKEgWCjIwMIiMjRZPTxsZGYC46OjrYsmULRUVF2NrakpaWJsojfe/h4cOHY2FhIcDIGhoaREZG0tzczNixYzExMSEhIQEDAwP8/f1JSkpCSUkJX19fvnz5wo0bNxg/fjw9PT28e/dO5Nj6wLR9ZPonT55w+vRprK2tycvLE1nR0tJS+vXrh6+vrxBNf/z4EQsLCwoLC8nPz8fOzo7MzEyMjIzYsWMHCgoKjBs3jsePH/P+/Xs6OztRVlZmwIABwrPY2tpKVFSUyMM5ODhw6dIltLW1WbhwIa2trXR1dfHnn38SEBCApaUlXV1dFBUVUVtbKzaUfn5+/Pbbb0KbpaurS2NjI4aGhsjLy6OlpcWIESOwtbUlJiYGa2tr3r59y5cvX1BWVqakpISKigpevnxJW1sbjo6OjB49GiUlJVJTU4XnNyAggJMnT/L+/XuGDh1Kamoq8PXhOXHiRCZMmIC8vDxpaWm8fPmSsLAwfvjhB3x9famsrKSqqorS0lJUVFTo7OzEz89PbHSjoqJYtGgRN27cEJvNzMxMwTOErzcsjx8/JjMzU1Dqg4KC0NbWFo5NOTk5MVmvq6vj2rVr+Pj44O7uLq6iz507h7m5OZcvX6aiooKuri6++eYbJkyYQHNzM0+fPhWw5aioKHp6ejAwMBAt5CtXrrB48WJkZGREKz4qKooHDx6Qm5tLTk4OHR0dwohw+/Zthg4dSkxMDGFhYQJ5Y2xsLL67+pRkUVFRVFRUoKurS0tLC5qamrx7945NmzYxePBgHBwcRMFk1apVjB8/HgkJCeTk5Dh8+DCzZs2ipKSEzs5O5OTk0NfX5/Hjxzg6OuLt7c2LFy9YsmQJ9+/fR1JSkm3btjFz5kxOnDjBwYMHga/X7n/99RdPnjxh8eLF9Pb2UlRUhIODA0uWLGHatGlcunSJlJQU6urq6OnpYd26dSQnJzNv3jxkZWUpLS0lKyuLjIwMPD09qaurY+jQoVy4cIHW1lamTZtGWloaoaGhrF27lp9++olr165RWVnJsWPH+PLlCzY2Nty6dYs3b94IKHd5eTnXrl1jzpw5yMjIiLLIn3/+KXJ0ixcvRkVFhZUrVwqDg7KyMllZWaK5XVhYyJgxY9i/fz+urq4kJiZy7969/yqj9u9EDdDS0updv349W7Zsobm5WfC11NTUAOjXrx979+4lNzeXx48fo6ysTFdXF56enuzduxdFRUVkZGT4+++/0dLSIiUlBX9/fxYsWCC+WFxdXfH396eiooK4uDgkJCRYuHCh8BdOnjyZy5cvo6enh5ubm2gV9V2RAejo6HDjxg38/f2pr6+nqqoKQ0NDtLS0yM3NZf/+/cjIyDB58mQmTpxIVlYW5eXlPH78mIiICAC2bdvG7NmzyczMpKSkhB9//JHExEQhpX7+/DlOTk5oamrS3t4uckZ95gJAEOVXrVqFsrIyysrKLFu2jN9++43//Oc/rFu3jp07d4qN2OjRowFoa2sTE6TXr18zYMAAHB0dqaqq4tmzZxgbG4tGnby8PLa2tly9epVRo0YRHx8vFFHV1dUA/PDDD0ycOJGgoCBycnJYtmyZkMkbGBiwbds2goODRdhfSUkJJycnAIqKigDIz8/n3Llz7Ny5k66uLrq7u0lNTWXPnj3s2bOHffv2ceLECdGQnTdvHtevXyc5OVmcRFVVVcnJycHT05O8vDxmzpzJr7/+ysyZM1FWVkZbW5uYmBg2bdrE8ePHycjIYNq0aVy4cIEDBw6Iv4u7uzumpqYUFxcjLS0tbAZZWVk4OjoKztGDBw+oqqoiJSWF4cOHi2lpRUWFyA8OGDCAwsJCPDw8yMnJoaioCEdHR65fv05YWBg3btwgJiaGX375hczMTBQVFQFIT09n06ZNrF+/np07d/Ldd98xefJkvLy8+OGHH0Q2pH///mRmZgoW2/+cHO/du5eSkhJsbW1ZtmwZ8BVR8enTJ16+fElwcDDw9dRbWlqKrKwsmzZtYvny5aSlpQEQEBBATEwMa9asIS8vj+zsbNra2vjhhx8AOHDgAKtXrxauv/j4eDIzM1mxYoWYxvU1/i5cuMDKlStRU1MTDLn79++jpKTE6dOnCQ0NRVlZmYSEBNzc3MTVMYCUlBRDhgxBRUWFqKgowV8zMzNj8uTJNDY2MnfuXJHZGzt2LF1dXaLSDwj+1d69e/ntt9/IycnB2dlZTF9SU1OJiIhg3rx5GBgYiKvKPjAqQHNzM8HBwfj5+VFfX4+RkRESEhIMGjSIa9eu8cMPP3Dp0iWSkpLYt2+fwIvk5OSIqcuOHTuQlpbm2bNnFBQUEBQUxJ07d/D19RVNOk9PTwICApg7dy4uLi7ExsZy9uxZMU2HrxtGLS0tLly4gKampuDZ5eTkcOnSJbZs2cKbN2/EVDIsLIzJkycLkPCwYcPQ0dFhypQp1NbWkpKSgpubG8eOHWPKlCmoqqpibGwsrlAfPXpEQkICjo6O6OrqAlBWVoasrCxNTU1MmzZNwHGNjY1pbGzEwMAAe3t7cchtbm7myJEjhIaG4uzsLL7X4+PjKSwsZOjQoVy5coVdu3ZhYmLCw4cPOXLkCDIyMtTU1AiAdnJyMpmZmdy6dQuA27dvs3r1au7fvy/e4+Xl5Xz48IHx48eTnJyMvb29gIa7u7ujrKxMWVkZp06dAuA///kPGRkZ4oqwtrYWbW1tsrOzsbCw4OjRoyxZsoTy8nKUlZUxMDBg48aNAJiamgKQl5eHq6srOjo66OrqoqGhgY6ODidPnkRLSwtVVVVWrlzJ+fPnMTEx4e7du6ioqODq6iomVSYmJrx8+ZLvv/+eDRs28NtvvwHw8OFD9u3bh7+/PxMmTODVq1c4Ojqyfv16oqKiOH/+PEFBQeJv3ff+k5GRIT4+HikpKeHLtLGxYe7cuWKz9eTJE0aOHIm2tjZXr14F4N27d4SFhdHT08OrV6+QkZEREnldXV2OHj3Krl27SEhIEIU6WVlZpk6dSk9PD4BopHt5eTF06FCCg4Px9PQUvL7k5GTa29uxs7PDysqKd+/eIS8vj5OTEzk5OQDY2tqip6dHVVUVEhISdHR0UFVVhYmJCdeuXSM/P5+mpiY2bdrE7du3sbW1FVGgxYsXi89LS0sLGzZsELq4Bw8esHv3boqLi1m1ahUZGRn/14ma5P/tH/y7/l3/rn/Xv+vf9e/6d/27/v9Z/159AqdPn976119/iaB6HyF+wYIF+Pn50dPTg7q6OtXV1ejr6zNhwgQcHBxQUVHBzc2N0tJSpKWl2bJlC+Hh4Wzfvp3S0lLWrVtHQ0MDOjo6SEpKUldXR1dXF+fOncPDw4OMjAxsbGwwNzcnOjoaCQkJFBUVef36Nbt27cLLy0ucmvt0M3v27GHWrFnA18yJoqIix48fZ+DAgVhbW1NcXIytra3IVLm5uVFVVcWdO3dISkrC3NycN2/e0NTUREhICHl5eaIhM2nSJHR1dTE3N6e2tpbU1FTmzp3LtWvXAARTpi+b0NnZyeLFi9m3b5/QeIwYMYLg4GD09fWxsLCgsrISXV1dITc/efIkBQUFODs7M2TIEEaNGkV4eDgDBgwAvuZ5Vq9ezefPn/npp5+YM2cOd+/exc7Ojvb2dhobG1m6dCmjRo3i+vXreHl58fDhQ3x8fLC2tubkyZP88MMPWFhYsH37dmpra4WXc9CgQQJQqqGhgYaGBuvWrWP8+PEcP36cfv36kZ2dTXJyMtOmTSMwMJCQkBAKCgqYPXu2mCR9+PABX19fOjs76d+/P9OnTycmJob169eTm5uLlJQUa9eu5eXLl+jq6gopcB+DrU8xM3z4cJ4+fSqI5aGhoRw8eBBTU1NycnKYMWMGAwYMoKamBmNjYyorKykqKqKrq4vGxkY2bdpETk4OlZWVoq0XEhJCd3c3Z8+e5Y8//sDc3Jy3b9/S1tbGrVu38Pb2JjU1lenTp4vCzPTp0zl8+DCFhYWYmprS1tZGVlYWZWVlLFu2jKKiIk6ePMmuXbtwdHTky5cvSEpKUlFRwbFjx1i7di3wNe8XHx/P1q1bxc80NTUVWJnPnz/zzz//MHr0aJYvX05BQQFSUlJ4enrS0dFBeXk5GzZswMPDQ1DiraysePv2LaqqqjQ0NNDY2ChcjElJSRw4cIDExEQkJCT45ZdfCAwMZOrUqZw6dYrs7GyGDRtGUlISeXl52NraClzJlStXqKysZPXq1eTk5HDjxg0mTpxIYWEhhoaGbN26VUjapaSkOHDgACNHjhT0/OnTp1NYWMjjx4/ZtWsXd+7coX///nz69InDhw/j5eUlruh9fHxwcXFBQkJCTG60tLTQ0dERgndFRUVRwJCQkMDe3h4FBQUSEhKE6WDnzp3U1NRgYWHB1KlTuXDhAvPmzeP58+d4enpSXl7O999/T3V1NUZGRiQkJKCnp4eampoItb99+xY5OTk0NTVZsGABurq6vHv37n/xxLZv386kSZOE/9bT05Ouri6qq6vZuHEj8vLyPHr0iC1btuDi4sLbt2+RlpYWWIvU1FQuXryIioqKiBn05R01NDSQlpYWLdfw8HD69++PtbU1Hh4ezJ07l7Vr1/Ljjz+yaNEiEhISyM7O5vHjx2zatIlDhw6Rl5fHhAkT0NTUFCiO3Nxc2trahFruxIkTHDt2DBMTE+zt7cnNzaWoqAhDQ0NiYmJISUlh5MiRgoWWmZnJt99+S1JSEpcuXUJFRYUtW7YQERGBra0tJiYmuLu709HRwdChQ9m8eTOXL1/m7du33LlzhxcvXjB48GAMDAzIysoSjMLq6mpMTU1RVFTExcWF33//XUwbs7KykJeXJyUlhbKyMjo7O0lPT2fYsGGUlJTQ0dHBwIEDkZWVxdjYWPwcHx8fpk+fTmVlJWPGjEFLSwttbW1RrvHw8BDwbDk5Odra2igqKmLIkCH079+f2NhY1NTU8PHxoaGhAT8/P+7evVKzjMIAACAASURBVEtHRwd79uwBQF1dnd9//50PHz5gYGDA8+fP6e7uxtTUVCimpk6dyr179/jy5Qvy8vI0NDTw+fNnUlNTaW9v5/nz54wZM4bW1lZevHjBggULcHJy4j//+Y8ojFlZWXH8+HFh/FFWVqa2thZ9fX1UVVXR09OjsbGRwMBAfv/9dxwcHASrrLy8XFgHWlpaiIuLo7e3l+rqatLS0ggMDGTdunWMHj2a7OxsvL29uXbtGikpKSxYsICPHz+iqqqKnZ0dGhoaItN77tw5iouLKS4u5syZMxw4cIBTp05RXFzM69evBaHh1KlTyMjIkJ6eLpq7cnJyhIaGcvToUTIyMjh+/DiXL19m3rx5whM8bNgwzM3NiYuL68Pg/Hv1+d8sRUXF3jNnzuDh4cHevXu5f/8+a9asEQ3FH3/8kWXLljFhwgSmTZsGQENDA2vXriUkJIRnz56xfv164uPjGTJkCDdu3GDRokU8fPiQ6OhoAKZMmYKenh63b98WD6CYmBhx9fXmzRuh6zl69Cjbtm3j+fPnQkoLX8fKO3fu5N27dxgZGaGsrMzBgwcxNzenvb0dBQUFzMzMuHbtGgEBAXR3d9PY2Ehrayu+vr4Aoi3Vt6Hs7e1l3759rF27lo6ODjIyMlBWVhYS79u3b/PkyRMaGhpEkDcsLAw5OTlWrFhBUVERdnZ2KCgocPnyZbq7uxkzZgzx8fG4uLgwevRoQZFvbm4WZYZHjx5hZWVFUVERWlpa6OnpERoa+r/cccOHDxfOxHPnzpGYmMjTp08pLCwE4MSJE8TGxmJqakpmZiazZ89m165dQqNjb2/Ppk2bWLRoEQAHDx5k6tSpGBoakpiYCHwNR0+bNo1bt26Rl5fH3r17KSwsxNramtu3b6OgoICKigrS0tKYmZkJ5yIgrgwGDx7Mhw8fyMjIYMGCBeTk5NDa2oqbm5todO7du5cDBw4QEBBAcHAwGzZswNPTk9LSUgB27tzJkiVLmDp1KiNGjCAwMJDnz5+L92hfu6gP1urh4YGPjw+jRo2ivr4egPHjx1NeXk52djaysrIkJydjaGhISEiI2KSuW7eO2NhYDh06RH5+Plu3bqWhoYEtW7aI/6OvKeXn54e6ujodHR0YGhry+PFjpKSk6N+/P7a2tnR3d/PkyRNxddUXsH737h0yMjL069ePR48e8fvvvxMfHy/KLt3d3RQXF6Onp0dvby9XrlwhPDwcTU1Njh8/DsDUqVP55ptvGDJkCGPGjOHDhw+EhISgr69PdXU1JSUl1NXV0djYiJ2dHdbW1hgZGVFVVcWVK1fE72Fvb09JSQmLFi0SxoGYmBi+/fZbbt26hYqKCs+ePRMcwh07dnD+/HlevnwJIKDXd+7cwc/PjzNnzjB//nyBEHB0dGT+/Pns37+fJUuWiA1d3+Yc4OTJkwwePFigOAAWL15MZWUlubm5jBs3jpiYGGxtbUUT+fz589ja2vL+/XvgK+A3IiKCJUuWiOtjJSUlfv/9d1auXElGRgbw1R85btw4tLS0OHv2LGZmZuL9evHiRU6fPo27uzvGxsbExsZy+PBhzMzM2L17N2vWrMHNzY2Wlhby8vLw9/enrKyMjIwMEXx/8+YNnz9/pq2tDQMDA758+UJ7ezufP3/G3d2dq1evsmjRIiorK9mwYQMHDx4kOTkZHx8fQkNDAfDw8EBJSYna2lpGjx5Namoqra2tArZ67do1KioqmDNnDnJycsJsMnLkSFEa0tHR4ciRI6xYsUI4XQcOHCiuoC5fvsz48eMFHuLEiRMimO7n5wfA8uXLRUmjL3vk5+fHx48fkZKSoqioiLi4OPT09AgPD6ehoYGenh5iY2NZvny5eE2NjIwoKSkhIiJCvG8mTpzIN998w6RJk5CWlhYlKoAlS5ZgaGgoojUeHh7k5uaio6NDeXk5MjIyBAYGimzwlClT0NHRAb4WIKytrXFxcRHOX0BcKx86dAgZGRmWLVtGUFAQY8eOZdKkSaipqSEjIyMKKDk5OWhra/P06VP09PTE95icnBxqamoil7V8+XJaW1upqakR14ZHjhxh3bp13L59m97eXhQVFcWzctiwYRQUFHD79m1OnjzJb7/9xoYNG1izZg0///wzFy5cEIUsZWVlHB0dUVVVJTk5WbxGQ4cOJSUlRSiw0tPTKSgo4NChQ8TFxdG/f38yMjIwNTXF2tqawsJC3NzcWLFihXjOFRcXo6qqKuT0ffGR8vJyYmJimDNnDmVlZVy9ehUDAwO0tLSor6/HxsYGQ0NDALq7u4Ua0NvbG/ha+iovLyc+Pp4jR46Qn5+PlZUVzc3NRERE8Pr1a0JDQ8XnNi8vj40bN3L16lUsLCzw9PTkzp076OjosG7dOpqbm/+rq89/J2rAsWPHtvadaEtLSwkJCcHX11c0AAEkJCREtiU/P59nz54xfvx4vLy8xMbh3LlzVFVV0dXVRUdHB4qKiigpKWFiYkJVVRW9vb309vby7bffkpycLJQ9WVlZYsefnp7Oxo0bqauro7a2luDgYP7++2/evHlDb28vGhoa+Pv709TURHp6OnPmzEFbWxt/f38cHBx4+PAhFhYWaGlp4enpyenTp7GxscHKygo5OTmamprQ09MjPj5ecHtWrVolWqh2dnZcvXoVVVVVXr9+TWVlJWvWrKG0tJTMzEwyMjJ48OCB0GKEhYWxZ88e/vrrL3p7exkxYgQ2Njbcvn1btD77wJGFhYW4uLigpqYmtFQDBw6koaFBBE/72E+NjY2YmpoKObKNjQ0lJSVCu2Jubo6NjQ1ZWVmMGTOGHTt2oKGhQVBQkGiVjRo1irdv31JUVMTHjx+ZPXs2qqqqvHz5EldXV0xMTARIdvr06aipqZGYmIi6ujpWVlbY2dlRXV2NioqKYARlZWWxb98+vL29KSkpAb5ublpaWgQ1v6/9qKurK1qw1dXVeHh4CMefj48PXl5eDBkyBFdXV65cucK8efOQlJREQkICNzc3srOzOXPmDHp6eujo6Ai2V0ZGBo6OjmzatIlnz56hoKCArKwsI0aMYODAgWhra+Pt7c2yZctENuT+/ft4eXlRUlKCkpISWlpa+Pv7ExcXh6KioiC9q6ioCNr7zZs3hRpowYIFIqfh6OjI7t270dbW5vHjx5ibm7N//35mzZqFqqoqvb29vHr1itDQUAYPHszmzZtRUFDAx8eHqqoq9u7dKyC9nz59YunSpZw7dw5/f388PDzw8PDgyZMnHDhwQGADpk2bxosXL0hPT8fIyIhjx46xevVqsrKyUFdXF0YKe3t7nj9/Lgj+U6ZMEWqYu3fvoqCgQEFBAQcPHmTs2LHC5NCXdVFSUmLWrFm0t7eTmZmJj48PsbGxBAUFCe3P9evXMTExEdlHXV1d3r9/T3p6ugARBwcHIyUlJVqsfewzMzMznj9/zo4dOzA1NWXUqFH88ssv1NbWYmRkRFJSkpjCVVZWYmBgIBAOfZ+9gwcPkpKSwuvXr//XBEJZWZmUlBT69esnLCfJyckMHz4ce3t7Tp8+TXh4OFVVVWhrawvY7YcPHzh8+DCpqalERUVx//59EhIShABcQ0MDWVlZuru7+fTpk+DFnTt3juDgYNEALCoqQldXl9jYWDw8PPjw4QM1NTUCrq2pqYmNjQ0BAQGoqKgwaNAgASceMmQIHz584OzZs9TX17No0SLMzMwIDAxk48aNAtdQVFREYWEhBQUFok2dkJAgdGsHDhzA19eXyMhIXr9+LQpNrq6u4rV0d3fH29ubs2fPYmBgwN9//8348eNxdHQEvqKDlJWVsba2RlJSEjc3NwYOHMiBAwfQ1dXF29sbd3d3oqOj2bdvHy9evKCuro7jx4/z4sULAQXvY2c+fPiQy5cv8+HDB3bt2sXUqVPR09MjMzNTaP2CgoK4fv06a9as4datW6Ic9P79e2praykuLqaoqIhvv/2WQYMGiddh48aNzJw5E2NjY/z8/Jg4caKgB7S3tzNjxgyUlZWpqKhAS0uL7Oxsnj17xoIFC2htbRWsN3t7e4yMjES7Pz8/n1evXvH+/XsUFRV5+vQpBw8eFEOAixcvisNW//79mThxIk5OTsTHx2NqaoqlpSXff/89/v7+DBgwgMmTJ7Nr1y6+++47ZGRkeP78OV5eXmhoaAg2Z1BQEC4uLly+fBkTExN8fHwEW+/XX3/l6dOneHt7CyaZrq4uiYmJZGZmCszRzz//zKtXrwgMDGTSpEnIyclx48YN3N3duX79OgYGBpSXl2Nra0tkZCRubm7cu3cPW1tbXFxcGD58OEeOHCEnJ4e4uDimTJmCi4sLJSUlHD16FEVFRZydnWlvbxfEg7y8PCQlJZk9e7aQ2o8ZM4YBAwagoqKClZUVvb299OvXj48fPxIXF0dSUhJz5swhOTn5Xyn7f7t+/fXXrUePHmXIkCG8fPkSZ2dn6uvryczMpKioiLKyMrS1tfHy8mLPnj00Njayfft2wsPDefjwIfPmzePYsWOMHj2a7u5uli9fTnBwMO/evUNDQwMlJSUkJCRYsWIFixYtEtC/Pr/ep0+fKCgoYNiwYWIzc/36dZ49e8aMGTMoKSlBWVmZjRs3cvfuXXJychg3bhxlZWV8+vQJV1dXNm3aRGNjI8HBwairqxMVFcXIkSOpq6tDQUGB0tJSSkpKRHhbS0uL77//noiICN68ecPevXvFiaqiooLKykqkpKQICAjg5s2bFBUV0dLSQnNzM8uXL8fOzo6JEyeyZcsWYmNjUVdXZ+7cubx58wZjY2PRYCspKUFSUpLhw4fT0tJCWVmZgFL2+StXrFjB999/j5ubm9C69LF6hg0bxpcvX3j06BEGBgbCwdnS0sLJkycZNGgQ586dw8TEhO7ubsrLyzlz5owYkfv6+iIjI0N2djZycnLExMTg5+fH5s2bSUpKYtWqVaxZs4axY8diaWnJqFGjePjwIZ2dnSQlJbF//37CwsIE8sHGxgZ/f38sLCwEWPTcuXN4enqKDZiWlhbW1tZUVFRgZWXF9evXqa2txd3dHUtLSzo7O1FTU+PZs2d0dXXR1NQkTs6Ojo4YGhoSGxsL/D8T0L6rw4aGBgwMDITWTE9PD2VlZTQ0NNi5cydbtmxh4sSJ7N69G2lpaeLi4ggPD6eyslL8bV68eEFISIg40f7www9s375dKJ5KS0uRl5dn0qRJ/P3337S0tJCfn4+EhATy8vJERUUxe/ZsjI2NuXjxIiNGjGD9+vViimZjY0NraytBQUEsW7aM5uZmiouLaWlpoa2tDS0tLdTU1Jg/fz7Kysriqre1tZWPHz9SWVnJ2LFjefToEZmZmUycOJHXr1/z66+/4ufnxx9//MGUKVOIjY1FQUEBCQkJ/P39efXqFVFRUcBXT+HixYupqKjg6tWrmJubCxuIhoYGnp6e5ObmCo9gUVERt2/fpra2lqNHj/L+/XuUlZVxcXGhvb2du3fvMmLECE6fPi3CyQUFBbS3twvhc3d3N7KysmLCY2lpiZKSElJSUgwaNIijR4/i7OyMjY0NdXV1AiDb3d1NWloarq6uIrIwZswYIiMjMTU1pbu7WxwE9u7dy/79+8XVe991UXJyMpMmTeLMmTPU1NTQ1NREe3s7w4YNw9ramkGDBnH8+HG+fPmCtLQ0ERERTJ48mbS0NKKiokhOTsbd3Z3x48eLzWZpaSlNTU2UlpaKg6OzszMJCQncvXsXMzMzSktLuXXrFjNnzuTdu3dcv34dOzs7Bg0ahLOzM+vWrcPDw4Phw4dTWlqKlJQU2dnZDB48GBUVFSIjI4Vf2MrKisePH7N9+3YxbbK2thbu475W7eDBg4mNjWX06NFs2bKFjRs3iijFzJkz2bx5MxoaGty/f5/nz5+joKDA/PnzWb58OZqampw+fZqioiJxSPb19aW4uJiIiAjGjx9PY2MjlpaW/Prrr1hZWYn3wvbt20V8w8/PD0dHR5SUlHBzc6O6ulpgVe7cuSPKaOPGjcPBwYF+/fpx+PBhtm3bRlJSEpaWlty8eZO6ujpOnDhBZmYmUlJSlJaWoqWlRWFhId7e3igoKODs7CwwSa6ursjLy/PLL78wZswYDAwMAPD09KS3t5fZs2fz5csXAgICsLW1RVtbm9OnTwtUTB+C6MiRIzQ0NKCmpkZRURHv37+np6eHOXPmMG7cODHF/u6773jz5g3W1tY4ODgwZMgQamtrGTduHC9evOD9+/fY29vj7+8vppZNTU1Mnz5deE4rKytxdXXF3d1dmE/8/PxQU1MTLukJEyaQm5tLbW0tRUVFqKioICMjg46ODtbW1igrK2Nubk5sbCzv3r2jubmZuro6Ojs7mTFjBunp6bS1tTF37lxxbb9ixQpu3rzJ7t27+eOPP3j58iUvX75EQkICb29vNDQ0iIuLY9SoUcyePVvwBRsbG1FUVERNTY0vX75QUVGBmpoanz59wsrKihMnTmBjY0N6ejp//vkn27ZtE8WltLQ0KisrmTp1Krq6ulhbW7Nu3TqWLl2Kvr4+urq6VFZWsnnzZqqqqkhMTPzXTPDfrjNnzmzta8V9/PiRpUuXsnXrVt69e4eEhAQFBQW4urpSXl7O/Pnz+eeffwgLC2PYsGFEREQQGBhIVVUV8vLyJCcnC3XKjRs3UFFRobGxEVdXV0JCQujs7OTChQtYWFgIpUtvby9PnjxBV1eXbdu2sWzZMsrLy5GWlmbbtm14eHigoKCAubm5oOB/8803vH79mk2bNgFQUFCAnp4ekZGRyMvLs3r1amJiYqitrWXBggWoq6szYMAALly4gJSUFNOmTROONE1NTQYOHMgff/yBhYUFkpKSTJ48mcGDB1NWVibq/JMnT8bR0RFpaWl6enowNjbG0NCQ0tJSAQX95ZdfUFZWFlMVBwcHwUDr88f169ePU6dOERgYSHp6OjNmzGDq1KnU1NSgoKBAXFwcWlpalJeXc+/ePcaOHSs4VosXL+bIkSPCDejs7CzE69bW1owcOZKKigpSUlJQV1cnPj4eLS0tMjMzmTNnDh0dHUJybGlpyYABA5g6darIT2lpaREbG8vUqVMZPnw4KioqXLhwgaVLl2JsbMyzZ88EDLarq4uPHz/i4uKCpqYmFy9eRFdXV5gSmpqa+Pnnn4mOjiYqKgoDAwMOHDjA3bt3kZKSIjo6moyMDFJTU3F3d6eiokK4QQcNGsSUKVOIiYkRIvK+jUPfBrPPg+fr68vly5epr69n4cKF9PT04ObmRmNjI7Nnz+bJkydUVVVhZ2fH8OHD0dTUFKfWz58/093dzZ9//sk///wjZNIGBgZER0dz5coV6uvr+fXXX7l37x7y8vI8ePCAVatWcePGDaSlpZkwYQK7du0iLS2NtLQ03N3dMTc3x8DAQCiDtLW1MTIy4tGjR+L0fOrUKYGe0NbWJjo6mtDQUAwMDERm0NramlevXtHb24uFhQXa2triavHs2bMsXrwYZ2dnHj16xJs3b5gzZw5v3rxBQkKCgIAA9PT0+Oabb5CXl6e9vZ3Xr1/j5OTEixcvMDQ0ZO7cuRw7doyPHz+io6PD7NmzBVfMyckJVVVV2tvbhYqqqalJZMIyMjIYOHAgWlpa+Pr64uLigqqqKm1tbaioqODj44OJiQmSkpJ0dnbS2trKoEGDuHjxosh5hYWFERMTw8qVK4mOjqa5uZmwsDAAhg8fjp6eHvr6+ujo6KCqqsqKFSuIjIzk3bt3pKam4uzsTFtbG7Nnzwa+Nn8HDBiAtbW1eMD1PTx0dHSwt7cnPDwcDw8PTp06haOjowAw5+fnExAQgJqaGpqamgK42ve9KCkpKXKNrq6uosnZ2dlJT08Pnz9/xsfHBzMzMx49ekRPTw9GRkYEBAQInmMfQFxdXR0NDQ2ePHnCnDlzmDVrFsuXL8fW1pZ+/fpx+/Ztzp07h4GBAcnJyRgYGODp6YmsrKw4aNbX19Pb28uFCxfw9fUlNTVVTJ0KCgrQ19dn0KBBAomUkJBAWloa3t7emJiYsHfvXvbt20daWppohQcGBiIrK4uioiJaWlr09vaSkJCAk5MTwcHBwqRw/vx54YecP3++OLjp6+tz9+5dFi1aRH5+/v+yqEyYMIHVq1fj7OzM2bNn2bBhA25ubri5uaGhoUFdXR3v3r1j+PDhImc3bNgwtm3bxo8//oi+vj7R0dHipqUvvwZfJ9NJSUkMGzaMyZMnk5KSQmVlJd7e3owaNYqysjLi4+MxMDDgzJkzZGVlMXHiRIqKinjz5g2VlZUid1ZaWoqBgQEqKipoamry66+/kp6eLnR5t2/fprCwkN7eXm7evImBgQEDBw7ExsaGhIQEVq5cibKyMoMGDcLFxQUlJSV+++03/Pz8RD5SXV2dpqYmDA0Nyc7OpqamBikpKbq7uxk6dCi2trY8ePCA4cOHIyEhQWxsLF1dXcjKyvLkyRM+f/6MgoIC0dHRjB49ms7OTurq6kR2bdq0aYwdOxYnJyfWrVtHeHg4Pj4++Pr6IiUlRX5+Pr29vSgoKKCqqsqRI0dITk7Gz8+PrKws4f99//49urq6ZGZm0r9/fyQlJZkxYwbq6uqMHj2arq4u5OXlsba2pq2tTfAcDx06RGJiosALJSYm0r9/f9TU1FBWVubGjRtMmzaN/fv3s3Llyn8zav/NsrOz6z18+DDp6emMGzeO/fv3Y2xsTEhICIAIcWdmZnLnzh0xwdHS0qKqqorKykrB5fH19WXRokXMnTuXWbNm0dTUBHy9Mz948CCRkZFUV1cTExODkZGRUIRkZ2fj5+dHS0uLgJwqKCiwd+9ebG1tga8135aWFkJCQsSVpoqKCvX19eKh1ie21dLSYvHixQwZMgRATBr6Jlvv379nxowZ7Nq1S1yVJCQkMGvWLFpaWvjrr78ICAhg7NixxMXF4ezsLGCCwcHB2NraUlJSQm1trfA9njlzBhMTExoaGsTVR1lZGX///bcAFvZdsf755588evSIBQsWUFRUxJIlS8jNzRVE8FevXjFixAjhfxw8eDAuLi6sXbtWwGv7gvDHjh0TyJDff/+d8PBwMaKPj4/nxx9/ZO/evZibm5OZmSkKFvD1xB4VFYW+vr5wlCYmJuLl5cXz589xcHCgpKSEx48fC8r7p0+fsLW1FX+XW7du4enpiYeHB3v27KG1tRUlJSVyc3NJS0vj3LlzVFRUEBUVxaRJk6ivr2fChAmihg+wfv165s2bJ/ILfSP+/Px8nJycBP5CS0sL+Jq3W7ZsGZ8+fRLMp56eHoqLi/nzzz+RlZXlr7/+oq6ujo6ODnFKjY2NFZv7/7n6YJN905C+B2x1dbXInoWFhREYGCgeKA8fPmTXrl2cPn0aRUVFkQ+RlpbG3NycK1euCBZZHzx648aN4hqq7735999/Y2pqioGBARUVFQBioxAWFsaZM2c4fPiwMAL4+voSGBjIoUOHUFBQ4P79+3R2dmJlZcXcuXNFjrTP1duHiQCIjo4Wh5yBAwdSXl4uYM8SEhK8fPkSQ0NDobhydHTk4sWLIhAvKyuLs7MzDx48YOPGjWzatImff/4ZCQkJhgwZwuHDh6moqKCsrEzkutavX4+mpibDhw+nuroaExMTIWTvKxGpqKjQ0tKCnZ0djY2NApmRkpIiXg8bGxu8vLxISUlh9OjRREdHs3jxYhFe7unpQVJSkqtXrzJ27FhaWlooKCgQqJFvv/2WmJgYtm3bxpYtW3j69CmRkZFkZmbi7++PvLw8Z86c4eTJkygpKTF58mTU1NQE963vfVJbW4uZmRldXV20trbi6uqKkpISiYmJTJ48mYMHD7Jw4UJ8fX1xcnLiu+++4+XLlygpKQFfUS2TJ0+mqqqKL1++sG3bNubNm8dvv/3GyZMnkZOTw9TUlAcPHgj6u4GBAZqamiJmUlBQwIYNG7h69SpDhw7l1atXpKamcvv2bfbs2YO3tzcpKSl8/PiRxMREkZVzdXXlxIkTwNdM1uvXr3F0dCQyMpLNmzcTFRVFWlqa0En1mUYAYdEAmDNnDgDz5s2jsbGRsWPHsm3bNoFu6buyDQ8PF59xgPv37yMjI/O/wMx9LlsdHR2kpaWFk9PMzIyqqio+fvyItbU1I0aMQFlZGUtLS3GAjYyMBL7ijg4dOiQwIVZWVri5uXHlyhUeP36MhYUFI0eOREZGhujoaAwNDVmzZg1z584V3wd9hxcHBwdUVVWpqKhAQUEBeXl53NzcWLp0KeXl5bS1teHk5CSiGg8fPhRZW0lJSXJzc5k/fz4vXrygt7eXe/fuceLECZ4/f86QIUO4d+8ednZ2gtuWkZGBh4eHeI364i737t3j8OHDXLt2jc7OTt6+fYuWlhbS0tKoqalRVlaGvr4+s2fPZsOGDbS0tIjPraysLIaGhgwcOJCioiLU1NTYtWsXmzdvZuvWrZw4cYLq6mri4uL45ptvAKirqxO53r7vWkNDQx4+fIiHhwcVFRXExsaKZ6i2trYAp/etvgJa3+uRnp7OmTNnKCoqQlpaWiB5tLW1OXPmDNHR0f8Cb//bdeLEia2dnZ3ipBcaGso///zDzJkzUVNTY/ny5dTW1mJgYMD69esBiIuLQ1tbm7Fjx1JWVoanpycFBQVUVlaycOFCwSHLzMykvLyccePGIS8vz5QpUxg4cCDfffcdRkZGjBgxAn19fXJycqipqSEvL4+cnBycnJzIzc1l4MCBgv8kJyeHk5MTKioqfP78maKiIhobG4mMjCQvLw8/Pz/c3Nxob29HU1MTLy8vrly5wufPnzExMWHgwIG8f/8edXV1Ojs7aWlpobu7m6qqKhYuXEhjYyPS0tJkZWWxfv16EZTuO1H3Uew/fvzIlStXMDc3Z/DgwWRlZZGVlUV9fT3BwcE0Nzdz/vx5LCwscHNzw8vLCxsbG3bs2EG/fv0oLy+nt7eX9vZ2xo8fL4CYnZ2djBw5kuzscP1h9QAAIABJREFUbOLj4zl9+jSjRo2isLAQOTk5Hj9+zNChQwU76PTp00RERLBhwwYKCgoARCBXWlpatK1cXV359OkTAwcOZOvWrUJ43NnZyV9//cXq1as5e/Ysz58/F5mctLQ0Ro4ciaSkJCoqKjQ1NfHLL78wY8YMhg8fzvnz58nIyODp06d88803FBcXs3jxYk6ePEm/fv2EWDo1NZWpU6eSkJBA//79hZlizZo1tLW18fTpU54/f86GDRuoq6vj06dP1NTUUFBQQGBgIHfu3GHlypUoKioKj6uNjQ0bN25k48aNIoz/9OlToQf6+eefRRbuxYsXHDp0CH9/f2xtbRkzZgw1NTUoKSnx7Nkz0UqOjY1FWlqawYMHo6ioyPnz53n9+rXYBMLXh5KMjAzKysr09PSwdetWUlJSmDBhAm/evGHEiBEoKSkJa0FftvD06dP079+fhoYGbGxsGD16NPn5+Xz+/Jm4uDhUVFREgaW2tlZMG0tKSnBycqKmpobx48czZMgQ6uvrSUtL4/z587S2tnLv3j2am5uxtLTkzZs3dHd38/nzZ3R1dVm7di1NTU1UVlZSUFCAqqoqt27dYsyYMTx58oSOjg4ePXrEDz/8wE8//YSqqioxMTF0d3eTkpJCYWEhkyZNoq2tDXt7ezEFDwwMRFNTk5KSEiZNmoSioiJHjx5l1KhRojBy+fJlZsyYAUB5eTmtra0kJiayceNGIWNubGxk0aJF6OjoiGZYQ0MDlZWVODg4cO3aNQYMGCD0bTU1NfTr14+6ujoGDRqEgYEBvb29QmDd1NREdnY28JUhV1payoABA+ju7qa3t5eIiAi+fPnCsmXLuHz5MhYWFqxfvx4FBQViYmJYtmwZ+vr6jBw5Ent7e1auXMmECRMoKCgQ7WVPT09qamq4dOkS7e3t2NjY8PTpU3p6evD09AS+Ngbr6uoYN24cPj4+fPnyhYaGBqqrq8U1uL6+Pg8fPsTBwYH6+nosLS0xMjLCysqKzMxMzp49y6JFi4iIiKC5uZkxY8Zw+fJlDAwMkJKSElqh8+fPs2PHDpYvX87Hjx/Zvn07mpqaxMfHC/1RcXEx48eP5/bt24wcOZKsrCwkJSWJj4/H2NiY1tZW1NXV8fHxQVZWlmnTppGbm8vIkSN5+/YtHz9+5MKFC5ibm2NqakpCQgJDhw5lyJAhyMvL4+fnR2JiIkZGRmRmZiItLU1CQgKxsbHs2rULc3NzoqKiuHTpEitWrODevXs8ffqUoUOHIisry9mzZ5k+fTpubm5oamri7OzMhAkTsLW1FV7N5ORkent7cXd3Z/78+YSHh5OXl4ePj49oEvfZIzo6OkhJSUFKSoqHDx+yaNEiwSSrqqpCV1eXAQMGYGFhwfTp0wkPDxf5zHHjxqGhoSGA62ZmZmLSlZycTGRkJJaWlpiZmaGqqsqDBw/YuXMnVlZW9PT0EBwcTEdHB+3t7RQUFBAaGsqIESPEtL6+vp68vDxWrlxJfX29yG/n5eWxefNmYmJiCAkJEfEbSUlJwX/s168f/fr1IzAwkLdv3xIQEEBqaipv3rwhICAAe3t7jh49iomJCW1tbaL40qc7s7CwYOjQoYwcORIJCQmOHj3KqlWriImJ4dixY9y/f59x48bh7OxM//79CQ0NZdq0ady5c4fk5GSsra1RU1MjLi4OExMTBgwYQGVlJX/88QdtbW0Ccm9mZsbly5cpLS2lq6sLLy8vzp8/z+TJk8nPzyc7O5uysjLU1dV58ODBv63P/3YZGRn1njt3DhUVFeTk5Lh48SITJ04UgNf29nZ8fHwwNjbG3d2drq4u+vXrx59//klSUhKZmZm4u7uLCUFqaiodHR18/PiRmTNnAl+nLhISEhgaGrJv3z4CAwN5+PAh9vb2WFtbc+fOHUEn7+joYNOmTUyePJn4+HgmTJgAwJ49e2hubiYtLY1Bgwahra3NokWLOH78ONHR0axdu5a//vqLzZs3ExISwpUrVzh06BD29vYi6N7Y2IiamhqOjo4CR+Hg4MCqVatE9qHvyiMpKUm0m54+fYqDgwMAR48eJSwsjMjISJYvX463tzeXLl1i3bp1HD16FAcHB168eEFnZyc1NTWoqakREREh6OIAZmZmuLi4EB8fzy+//CKyc52dnTx69EhoNvbs2YOWlhYNDQ3079+fqVOnioZTSEiI+IKRlJSkt7cXY2NjysvLMTQ0JCoqiqCgIAHJrKiooKGhgdbWVjFR66Pg901drl27xuDBg8nPz0ddXR01NTXs7Ozo7u4mMTERBQUFTExMMDAwEMDKvmucwYMHA7Bw4ULWrl3L7du3xZe4j48PhYWFBAUFceHCBSQkJLh06ZI4mXt6enLv3j1mz55Nbm4uNjY2pKamilbvzJkzSUhIQEpKCikpKTQ0NJCSksLExARra2vga4nB2NiYHTt2sGXLFqqrq3n48CGBgYECfGppaYmnpyfTp08nICCArq4uWlpaRLj/9OnT/PTTT9jY2IjJYt+aN28eurq6rFq1CmNjY2JiYpg5cyZ5eXmEh4cL8G5paSmBgYHIyclhaWnJzp07MTAwwMrKSrT2+ij3xcXFmJiYCAdgH/DWxMREtHnLy8vR0NBg69atVFVVERUVhYSEBBMnTkRVVZWuri5u3rzJuHHjRMAfEKJqY2Njtm7dyurVq9m3bx8BAQGcP3+e1atXs2XLFkxMTIiNjSU1NZVPnz5x4sQJAaruQzy8ffsWGRkZMjIyyM/PF0H4Pp2StrY2kyZN4vLly+L3sLOzA75ODN+/f09ubi6xsbEkJSUxduxY8vLyxL8pLi4WcOSwsDC2b99OSkqKmPJOmzaNJUv+D3t/FdV11r9x4y8aSUEklJAuaZRWQlEMDFAHu7sbvcecsR119DZGcezCHATFBEWlUUJQKRFpUJDO/4GL/V+/o+d+1noOZ594pK5v7c/e1/u6Xtc8AgICRJLu2LFjGBkZUVVVRU1NDfr6+rx58wYdHR2xTw0fPlzc7q9cuSJGp90enDFjxgiMTGJiIoaGhujo6FBbW0tjYyPXr1/H1tZW7GNJSUk8ePCAhQsXUlFRQUxMDEuXLhWWiokTJ4ry8rq6Ovz8/JCRkRE1Yt2rewzd7WUtLi6mvb2dDRs2EBYWhoaGBhISEgQGBhIbG8uGDRs4d+4cr1+/Bn5WalVVVdG/f38ePnzI5MmTqampIT09nU+fPiElJcWjR4+wtbUlKysLFxcXBgwYQF1dnQAi6+npkZqaSmFhISEhIYwYMYJjx44RGRlJU1MTOjo6FBcXM3bsWHJzcwXV/8ePHwK63e0PTkhIACAqKoqdO3dy9OhR2tvbcXV15cOHD7x8+ZLhw4fz3//+l9DQUAGDhZ9J3b59+6KsrIyenh729vacOnWKCRMmUFBQgIaGBgYGBgJOvHXrVuEX7P7NnT59mn79+qGqqoqhoSFnz55l6tSpvH79Wuzh6enpqKqqCsN+3759qampwczMDIB3794JSPjEiROFAtre3o61tTW///47ampqou/T3d0dRUVFSktLRdXZjRs3mDhxIhUVFXz79o07d+7Qv39/HBwcUFdXp66ujnv37hEZGUl1dTW//vormZmZaGhoiCqv7pYHVVVVoRwCIvl75swZZs2axatXr2hsbOT27dsUFxfT1tYmXssff/zB0aNHxbPzn3/+IT4+nj/++AMrKytUVVU5deoUGzZs4MiRI+jo6GBgYEBoaCiBgYHAz+T5gwcPmDx5MnFxcZiamqKgoMDWrVt5+/Ytp06dIiEhQcB+4adi39jYSFVVFfCzbvHSpUtkZGTg4uJCfn4+SkpKxMfHExgY+G+F1P+bderUqW3dKk18fDxfvnxBRUVFcMo0NDRoamoS6bOMjAyWLFlCaWkpjx494tOnT1hYWLBixQrc3d05e/asMMA3NDSQkZFBcHAw6urq1NbWigTm7NmzycvLw8rKCi0tLTo7O3n16hX79+9n9uzZDB06lIyMDLy9vQXWoFsRuX//PkuWLEFDQ0PgPs6fP8/kyZNZvXo1t2/f5u3bt8TGxmJsbIy3tzf6+vpUVFSQmJiImpoa9fX1XLx4ET8/P6ZNm8bMmTNxcHDg5MmT9O/fnyFDhrBw4UK+f/+OmZkZhYWFlJeXo6qqyu+//46JiQnm5uaiziUrK4srV66wfv165OTk0NLS4vz583z69IkpU6bQ2NhIRUUFTU1NeHl5YWRkxK5du7h69Sr79u3DxsaGzMxMurq6sLGx4ePHj1hYWDBgwADy8/OZNm0a/v7+mJub097eLg5cCgoKzJ8/H0dHR7Zs2SJo9jU1NYSFhTFu3DgSEhKora3F0dGRc+fOYWJigpycHHV1dQQEBPDXX3+Rnp5OSEgIeXl5JCYm0rt3b5KSknjy5AkvXrxg9uzZ6Ovri9RRRkYGkpKSpKSkMGfOHFF1ZWNjQ1VVFW5ubvTo0YP6+nqOHDkC/Dw8yMrKit5MFxcXrK2tiY+PJycnBw8PD6Slpdm7dy+WlpYkJiaSlZXF8+fPmThxokhjfvjwgerqavz8/NDU1EROTk6kyEJCQvjrr7/o6uoiLy8PFxcXLl68SEdHB1lZWWhqahISEsKbN29YtGgRCgoKIsW7YcMGRo4cyZgxY+jZsyc9evSgX79+/P7771RUVBASEsK6detQUlIiKChIsIRu3ryJnZ0dHR0dhIaGEhISwtq1a4VNwMnJiXHjxpGZmcno0aO5du0aCgoKbN68GWVlZby8vHjw4AHl5eWiz7ayspLa2lrWrl1LQEAAR48eJSYmhs7OTmpqatDT0xMexatXrwrki6mpKerq6lRVVWFoaMi5c+fYsGGD6Fq1sLDgzz//xNXVlfLycqZNm4aFhQXm5uaEhobi6enJ5MmTGTZsGJ2dnXh5eaGrq4uMjAwPHjxgyZIlGBsbIy8vT1FREVJSUsyePZvo6GhGjBghWGvDhw+nZ8+eeHp6UldXh6amJs+fP0dNTY1evXpRW1vL7t27uXr1Kt7e3ty4cYNNmzYJn2xiYiKpqam8ffuW3bt3Y2pqyrZt21BQUMDNzY329nbc3d2JiYnhxIkTLF68GH19fcrLy4mKisLExIS+ffvy+vVr3rx5Q3BwMIWFhVRVVeHo6MiPHz9YsmQJ69atIy4ujqysLMaNGyfK7d+/f4+zszMnTpzAx8eHxsZGysrKRDdqR0cHgYGB/Pbbbyxbtoy6ujq6urrIysoSqevW1la0tLRwdHT8P+Pk+fPnC5bVsGHD0NXVpaysjOjoaPz8/Bg0aBBhYWEMGTKE8ePHs2vXLlxcXNDR0cHU1JQnT56gr69PY2Oj4DHW1dVRWlrK8+fP6dmzJ/Ly8vj7+zN9+nTBubt58yaKiopUV1eLg/e7d+/4+++/CQ0Npampia9fv7J27Vo0NTUZOXIkCQkJIlluZGREYGAgqampSEpKEhAQQP/+/VFQUEBJSYnw8HA2btwoggGWlpZ0dnaiqalJVVUVVlZWZGZmcv36dXR1dZGQkCAuLo7JkydjaWlJV1cXcXFxREdHo6Ojg66urjjgnjx5kmHDhqGsrAz8xHycP3+e9+/fExISgpubG6qqqjx9+hQPDw9SU1Opq6ujpaWFAwcOMHr0aGJjY7lw4QLnz59HVVWV169fk5+fT1ZWFkFBQcyYMYPW1lYkJCREoOPTp09s27YNKysr8vPzUVBQoLi4GFdXVyIiIjhw4IA4yJ84cYL+/fujp6eHk5MT7e3tODo6cuHCBSQlJUXDw7dv35gyZQoXLlxATU0NVVVVQkNDmTx5MosXL6ayspIXL16goKDA9+/fefToERMnTmTWrFmMHDlSBAl69+6Np6cnPXv2RE9PDy0tLXr37k17ezuZmZnCZhIcHExycjKBgYEkJCRw8uRJ6uvrefr0KXfv3uXSpUv4+voSGhqKs7Mz9vb2xMfH09zcjLW1Nfr6+oKTVlJSQmhoKAAXLlwQ3axnzpyhd+/e5ObmUlxcTG1tLVOmTOHGjRvo6uqSn59Peno6SkpK6Ovro6KiwsmTJ/9Nff6v688//9zW7bOIioqis7MTCwsLPn/+TElJCa2treTm5hISEsLhw4f5/Pkzy5YtExVCX79+ZcyYMcydOxd1dXU0NDTo06cPISEhXL16lZKSEgoKCtDR0cHa2prs7GxxY8/MzBSdaXFxcWzcuJHOzk6am5uprKwkKCiIgoIC2tvb+f79O71798bZ2VkkdJ4+fcrWrVuZPn06Pj4+XLlyBXl5eQYNGiR8PxUVFVRUVFBUVISVlZXgTdXX14tTvouLC5mZmaiqqtLQ0CBSYHV1dUyZMgVVVVVkZGRQVVUlNzeXCRMm4OPjQ11dHcOHDwcQoOCamhrk5eWFhy07O5vhw4eLcYSEhATBwcHIy8tz+PBhLl26hL29PR4eHigoKDBhwgQyMzNRUlLixo0bODo6iiqnK1euMGjQIJydnXn06BEWFha8ePGC5cuX4+vrS0hICLt37+b58+esXr0aOTk52traePjwIb169aK0tFSEKD5+/MiwYcP4/v07SkpKtLa2oqGhQW5uLrNmzeLBgwcsX74cDQ0N8vLyMDU1RVJSEjU1NfF37ezsWLNmDYsWLUJKSoodO3awbNkyrK2t+fvvv0W6ddy4ccybN4/79+9TVFTEsWPHaGlpEb2Uz58/Z+HChQIfoqmpibOzM3V1dSxatIimpibc3d05fvw4O3fuRE1NjYSEBBFUAQRCpHuT/PjxI7/88gt///03S5Ys4ePHjzg4OAiGlZOTEw8ePBA9eR0dHfj7+yMlJUVNTQ2hoaHIysqSnJzMb7/9RkBAAO/fv2fLli2CXyQnJ8e5c+dE8s7U1JSSkhJKSkpoaGjg+/fvnD59mkWLFmFra8vAgQPp06ePeKBu2rQJU1NTnJ2dCQoKYvbs2ejp6TFmzBjOnz9PUFAQd+/epbOzk+DgYIqKili9ejVSUlKCu6SgoICBgQErV67k06dPDBw4UCicFRUVJCcnY2Njw9WrV7G1tUVGRobNmzfz+fNn7O3tMTc3Jz4+HhUVFYKCgoS/7M6dO0yYMAE7OzuOHTvG9evXxYO2G21x7do1wUdcunQpCQkJqKio0NjYKEYwx48f58GDBxw9ehQHBwfKysoIDg5my5YtyMnJYWlpyaZNm/Dz8+PHjx+Eh4eLNGhERAQFBQU0NDSgo6ODpKQkdnZ27Nu3j7lz5wp1+8yZMxgbG6Ouro6fnx+TJk1CU1OTYcOGER4eLjoghw4dioODAz9+/MDKygpLS0vq6uqESb37gdTdnevq6sqsWbNQVFREUVGRmpoa3N3dsbe3x9DQEBkZGXR0dMRByszMjFOnTolUuJaWFnFxcQIPISkpyYEDB3BycqKrqwsVFRUKCgrw8/MTE4kHDx5gZ2eHs7Mz2dnZjBkzhk+fPhEeHo6UlBQlJSXY2toSGxtLWFgYbW1tDBo0iJiYGO7cucP+/fsxNjYWnqzuh72enh5+fn44ODhgbm5OUlISw4YNE8pdS0sLTU1NTJo0CXd3d9zd3Xn58iWGhobcuHEDa2trgYHx8vLCycmJx48f07NnTxoaGkhPT6e9vZ03b95w+fJlse8dO3aM4cOH09HRIUZ/AwcOxM3NDQMDAywtLUlNTUVDQ4Po6GgKCgo4dOgQ8fHxwspy/fp1/Pz86OzsJCcnBzs7O9avX8+gQYNQU1Pjy5cvAvDs6OiIvr4+dXV1QmCYM2cOBw4cYPHixYwfP57169ezadMm1q5di7a2Nnp6eqxatQpbW1vOnTuHlpYW+vr6SEhIEBUVhY2NDW5ubpiYmPDlyxe6urpwdnYmLCyM06dP8/LlS4qKivj06RMTJ04kKSmJlStXkpSUJOrWvnz5gr6+PtnZ2YwaNYrm5mZMTEyYPn06t2/fZtSoUaioqHDs2DHBV7O0tOT58+eUlZVx8OBBli9fjoSEBL6+vlhYWJCRkYG/vz+3b99m+/btAiafkJCAjY0Nnp6eVFVVERERIcC5ffv2ZfTo0ezatYvCwkJsbW0pLy8nISEBOTk5oforKChw584d4uPjGTRoEHZ2duTn59OvXz/S09MpLS1l+fLlWFhY0NraypAhQ4iOjkZLS4vw8HCKi4tZsWIFHh4edHZ28uTJEyorK9HW1iY9PZ3ExETS0tL+p9Hnvwc14ODBg9v27dtHeXk5ixYt4tmzZ0J67+rqwtjYmNLSUgGU7S7+jYqKIjAwkLy8PL59+4aTkxPHjh1DT0+PAQMGEBMTQ0tLi2BTFRYWkp+fT319Pbm5ucyfPx93d3e2bdvGvn37kJCQID4+nlGjRuHk5CT6N6OiosjLy+P06dOsX7+e7OxsevXqha2tLZ6enuzfv58hQ4YIwOPw4cO5fPkyAMrKyiQnJ4tC98bGRv755x8ePXqEtLQ09vb2WFlZCXZTeno6Dx8+ZO/evWzcuBFJSUkheT99+pT09HQ+fvyIt7c3KSkp3Lp1C0lJSdGd+erVK3755RdycnJQV1dnxIgRKCkp0djYiKamJtOmTWPw4MEsXbqU1NRU6uvrKSwsZNiwYcTGxorxZHl5OTdu3BAstIULF1JWVoaxsTEHDhzgyZMnbNiwAV1dXV6+fCkKkp89e4a8vDwtLS28fPmSxYsXi1tSd6IqMjKSCxcukJ2djYWFBT4+PuzevZt3794xbdo0kURUUVHh/PnzAhabl5fHhw8fKC4uxsnJiaKiIqqrq9HR0cHExIQFCxYwcuRI1NTUWLt2LRoaGoJTZGRkxOvXr5kyZYooi87NzRWsvYkTJ2JgYCCK5X18fLhx4wZDhw4V6aR9+/YxfPhwHj16RENDAzNmzCAtLY2vX78Kur6vry99+vQRCTdvb286OzuFR8zW1paDBw8SHh7O2LFjKSgooKysTGzuN2/eZNmyZYwYMYLi4mKam5vF6MfOzo6//voLCQkJkpKSsLGx4dWrV5SUlDB06FAaGhpobW3l+/fvfPjwgfDwcMzNzbGzs6OhoQEVFRXu3LmDv78/BQUF1NbW8ssvv9DU1ERsbCy//vorDg4OWFpaEhkZSXNzM+/fvxedt90oFmVlZYqLixkzZgyXLl1CX18faWlpvnz5gp2dHQ8ePCAnJwdLS0vk5eVpbW1FWloaaWlpJCUl2bFjB7a2tkhJSfH161eioqL4/PmzOMy4u7sjKysrSO4vXrygX79+9O7dmw8fPhAbG4uWlpZQVVNSUpg/fz45OTlMmDABNTU1wVOsqqpi8uTJDBgwgP379/Pt2zfevn3LpEmT6NWrF7Kysmhra7N69WoaGhpQV1fn8uXL1NTUMHbsWEaOHMnIkSNxdnbmxYsXrF69mlevXrFx40aSkpIoKCjgyZMn9OzZk9mzZ9PR0cHXr1/R19dHTk4O+DlKGjhwID4+PuTk5AhV79dff+XMmTO0tLTg4+Mj1JqbN2+irKzM0qVLUVRU5PDhw8I3mZubS35+PioqKiQkJHDlyhWCgoJ4/vw5SUlJDB8+nOvXr7Nx40bOnDnDo0ePMDQ0JDExkX79+tHa2iqwPy9fvhQ+zu7k3JQpU9DR0aG+vp62tjY0NDSwsrLCwcGBz58/k5+fT0VFhaDyGxkZ8e3bN7S0tAR65c2bNyJp3g3sff78OXp6evTo0YOEhARyc3N58OABgYGBPHr0CAMDA9ra2gSeacGCBaxZs0bgNLy8vFBXV6e4uBgtLS08PDw4evSoSAYOHDiQc+fO4eXlRWpqKlZWVvTv3x8nJyc0NDS4efOmQJZISUmho6PD2bNnhWraTQXw9fVlwoQJnDlzhry8PIYMGcKWLVtwcHAQPrMzZ85gbW0tgmiysrLIy8sjLy9Pr169qKmp4d27d8KO032R8Pb2xs/Pj/v371NfX4+6ujomJibk5eXx48cPNmzYQHl5OePGjcPMzExgLGxsbHB0dKSzsxNbW1u+ffvG2LFjiYuLY9y4cSgpKWFgYICBgQHDhg1j0aJFAlnR0dHB2bNnCQoKwsbGhsWLF1NXV0d5eTnwU6h4/PixmDI8f/6cd+/eMXPmTJSUlMjLy6Orq4uIiAi2bNmCmZkZnz9/JiYmho8fP9KzZ0+cnZ35/v07YWFh1NTUiL7NkSNHkpiYiLu7u9jrN23ahJGREfn5+dja2tLc3MzcuXNRVFRk06ZNaGhoEBERQXx8PJcvX2bhwoV0dnZibW2NtLQ0I0eOFNOdxsZGYQd68OABX79+xc7ODlNTU7Zu3cqyZcu4e/cuXl5exMTEsGTJEi5evIi5uTnp6emsX7+eEydO/Kuo/a/ryJEj28zNzens7OTFixfU1dVRW1tLnz59kJKSIiYmhqSkJBobGzExMeHjx48YGxuzefNmKisr0dXVFQ8IJSUlPDw8kJOTY9++fezevRt3d3c0NDSE/K+np8fUqVNFqeu+ffvIy8tDRUWFkSNH8vjxY1JSUqiqqiI6Opq///6bMWPGCB+Anp4eRUVFdHR0iDi9p6cnJ0+eFJuuhYUFPXr0IC0tDX9/f1H5NHr0aGHILSsrQ0JCgjNnzqCtrc3jx48JCwtj1qxZmJmZcePGDXbt2sXkyZPFJqujo4ONjQ2FhYXo6emhqKhIfHw8AQEBVFRU8PTpU44dO8amTZtE2ikrK4tLly6hpKREQ0MDxcXFrFy5kmfPnuHm5kZWVhYBAQE4OTnRu3dvJCUlefDgAUeOHOHGjRvMmzePixcvikj38uXLGTJkCJ8+faJXr14iaVVcXExBQQG6urpkZGRgZWUlAg4ODg5ERETQ1taGjY0NGhoaODs7o62tjZWVFf7+/mhqatLV1YWEhARpaWkiBt9d5dLY2CiSYgYGBpiamorDWDfb7a+//kJdXZ0xY8ZQW1uLhIQEWlpa9OjRQxhyR40ahZWVFVFRUdjb29OzZ08sLS25d+8eUVFRDBo0SBR3S0lJYWZmRlTcxyhHAAAgAElEQVRUFAcOHODx48ckJyczZ84ccnNzMTc3R09PD01NTQICAkhNTWXr1q0MGTKEsrIy3r17JzwXZWVlREZGEhwcjLa2NpaWlsTExLBixQri4uJEwbWCggL379/n0aNHQmnds2cPe/bsYe/evVy7do3+/ftz6NAhbGxskJaWxtXVlezsbH78+MGQIUNwc3Nj8eLFzJ8/HycnJ7Kzs/Hy8qKoqAhzc3Nx271+/TqDBg0SjL/IyEgSExNxcnKitLSU1tZWccDw8fER4ZWZM2dSUFBAU1MTysrKnD9/ni9fvuDs7IyxsTGGhoa8fPmSmJgYQkJCRHL4n3/+EVU2MjIyaGhoCN5Tc3Mzffr04fXr1yQmJlJcXEyvXr2IjY1FTk6OR48ecfjwYb5//46joyN//PGH2MQTEhJQVFREW1sbbW1tARA1MDDgjz/+oKWlRbzfy5YtIykpCQ8PD16/fk1mZqbwbrq6ulJQUMCXL19Ek0FRURFr1qzh+PHjvHr1ip49e+Lh4SE+c/hZHm9kZCQwMe/evSM1NRVDQ0N69OiBgoICf/75Jw8ePGDjxo1oamqioKCAvr4+/v7+9OzZE0lJSZqbm1FXV6e9vV3YF549e0avXr3o6upiypQp3Lx5k+joaKZPn86PHz+wtrbmv//9r0CZODs7i0RfR0cHd+7c4ciRI2zZsoXk5GR27NjByZMnWb16NTU1Nfj4+GBqakqPHj2YOHEiWVlZODk5idR7SkoKXl5e3L17FwsLC9TV1ZGUlERdXZ23b98yf/580tLSMDQ05NatW6IovrW1FTc3N16+fIm1tTVaWlr069ePQ4cO8f79e0xNTfn06RM2NjaEhYXRq1cvJCQkOHjwIJ6enuTn53Pz5k3c3d15+vQp48ePp6GhAUtLSwGLDQ8P5+zZs9y+fZtVq1YJH203KmPr1q2oqqpSX18vgMIDBw4U7D0pKSl69eolGJgJCQlilNddR1VZWUlOTg7m5uaMHDkSFxcX4uPjMTExQVdXlx49enD79m3y8vLQ09Ojq6uLb9++iQvjiBEjBIA9NDSU9PR05OXlsbGxEbVa3dy57hF895Sh2wIUHx8vUDCurq6Eh4cjKytLe3s7NTU1ZGVlUVBQgJGRETU1Nfj6+lJRUYGKigqRkZEiwBAdHc2WLVuwt7enra0NR0dHTExMGDt2LGVlZWhqajJ16lS6uro4fvw4hoaGvHr1inXr1onx8vnz54UlqL29nZCQEHF57q5hPHHiBOvXr8fa2lpUN3aH5s6dO8f8+fPF4cvJyYl58+ZhYmJCWFgYq1atwsnJSYRJSktLiYiIoKOjg4aGBoYOHUrfvn3x8PAgISEBXV1dLCws0NXVRU5Ojnfv3gmv3JMnTzA3N2fgwIFcvXoVdXV1Jk+ejK+vL0eOHCEtLY1Fixb9e1D7X9bhw4e3BQYG8vXrV5He+/HjBzU1NdTX1+Pp6UlwcDAJCQmoqqpy69Yt5s6dy7179+jbty89evTAxsZGbPTdQQJ9fX3S0tIEe8ff35+TJ08SGRnJhw8fGD9+POrq6gwaNEh4yUaMGIGysjK2trZoa2tjZGQkPApjx45FS0sLY2Njzp49K7oCb926Re/evXFxcWH79u1CrXJwcKC9vR0zMzNkZGTQ09NDT0+PX3/9FVtbWwEttLW1xdramtmzZzNz5kyio6N58eIFlpaWODg4cOPGDezs7NDX16dfv348fvyYCRMmCKaSjo4O8LP64/Dhwzx8+FCwuCQlJdmyZQvnz58Xm7qmpiZJSUmCfn7hwgViY2PZt28ftra2KCgoMGvWLFJSUujTp48g0V+7dg1PT0/69u1LU1MTurq6nD9/Hh8fH3777TeCg4ORk5Pj/PnzHDhwgAEDBoiOwqKiImbNmsWhQ4dobW1l1qxZIrVVWloqvDw6OjrIyMgI5WjgwIG4u7v/n9aEuro6Bg8eTEpKilBa9fT0ePz4MRcuXCAsLAxTU1NGjRpFU1MTT548ISMjA1NTUxoaGrhw4QKpqanExsYyY8YMevbsyZ49e4iPj2fv3r38+uuv+Pn5kZaWRq9evTh06BDe3t4UFRXRs2dP/P39xUZ9/fp1LC0t6ejowNbWln/++Yfa2lrmzJlDWloay5YtIzs7m4iICN68eYOioqIAopqYmJCWlsagQYNEFL9///5s2rQJHx8fhg8fTmpqKmPGjBHfQyMjI2bMmEFTUxNz587l4MGDLFq0iI0bN/Lq1StSU1MpLS1FSUmJtrY2Zs6ciaamJi4uLly+fBldXV2Bunj48CHTpk3j8OHDgk7/+fNnFBQU8Pb2Jjs7G3V1dQoLC5kzZw4qKiq8f/9eIAi64//dZnV/f38qKir4/fffiY6Oxtraml9++QV3d3dcXV05ffo048aNQ0ZGhg0bNtDV1YWLiwuJiYlIS0ujpqZGYGAgdnZ2VFVVoaWlhY2NDe3t7fz48YMBAwYQFxfHjBkz6N27N5WVlUydOpXw8HD27NlDeno6NjY2jB07FnV1db5//05JSQk+Pj44OTkxZcoUocAMGzaML1++kJ6ezvfv37l37x4jRoygrq6O5ORkNm/eLPA2379/Z9++faxbtw4JCQmePHmCj48PioqKomlCTk4OR0dHFBUV6ezsZOjQoQwePBgFBQWePXvG169fmTBhAsHBwSKR19TUREFBAXJycsJT1d3lO3bsWBG0CAoKEpzIyMhI5OXlWbNmDRcuXMDT05PMzEw2btxIQEAAL168wNDQkOLiYvG6u+uQgoKCGD9+POfOnWPx4sUkJydTWVlJSkoK9fX13Lx5E/iJRXBzc2Pq1Knk5uaycuVKZGVl8fHxEUy94OBg9PT0cHZ25tu3b7S2tnL48GFcXFwYM2YMixcvBsDLywtzc3MkJCSoqqqiq6sLExMTbGxs0NfXZ+zYsTx9+pSpU6ciLy+Pvb09s2fPJikpCUNDQ+zs7JCQkGDy5MlISUmRkpIiWJCmpqZiEqKtrc2ZM2coLi4W4YyAgACGDBmCqqoqZ86cYdmyZWhqago2Ynl5OeXl5YLpJS8vT25uLn379uXWrVtMnjwZc3NzXFxcSE5OZvr06fzyyy+MHTuW2NhYgoKChNL75s0bduzYQXl5ufjNysvL09jYyKhRo/j06ROGhobis+nmhp47d45Ro0ahqqoqyAPdlWfNzc3iM5WUlMTMzIzs7GykpKREbdTYsWORlpamrq5OPGNycnJobW1l+PDhZGdnExwcjI6ODm/evGHbtm1EREQIC4GkpKQIMvXr1w9zc3OysrKwtbXFzc2N3r17s3nzZkxMTLh9+zby8vI4OztjZ2eHgYEB4eHhDBkyhHv37qGlpYWOjg69e/dGWVkZfX19MZL18/PDxcWFXbt2ceTIEdasWUN7ezuysrLcuXOH5uZmzM3Nqaurw9jYGID169czZcoU0tLSCA0NRUJCgmnTpmFnZ0dOTg6fP3+moqICS0tLLl++zLZt25gzZw5RUVHIy8tTVlbG3Llz8ff3p6qqitLSUqEu9+/fHxUVFW7duvU/HdT+TX0Cenp6XXl5eSxbtowdO3aIlOCxY8eAn+O8q1evsm3bNgwNDamrq8PAwEAoFQB79uxBQUEBFxcXcROVkpISCbQHDx5QWFjI5MmTuXnzJn5+fsjJyXHlyhVmzJjBypUrqa2tRUNDg5cvX/Lx40eUlJR49uwZ58+fB+Dx48fAz2Seu7s7kZGRaGpqCqJ3U1MTCgoKAmjbrdicPn2anTt3ApCbmyui4fb29vz5559C6euuTepGGCQkJPD69WvBrVm6dCnwk7fj6OgIQHR0NPHx8ejo6DB//nx+/PiBsrIy586dIywsTMjh8vLyTJgwgV27dgEIv143juD+/fts3bqVw4cP8+eff/Ly5Uu2bt3K06dPOXDgACYmJlhYWGBsbIyamhoA9+/fx9TUlHPnziEvL8+2bdu4desWCgoKBAQEkJaWhoODA/AzZSYpKcmePXvw9PQUr6W7D9TGxobDhw+joqKCjY0NAwYMEIT07laJ27dvExUVxd9//01ISAhz584FfvYwfv78WfS2jhs3TpDktbW10dLS4vnz59ja2vLnn3/i6emJjY0NGRkZZGZmAhAcHExNTQ2Wlpbo6ekxfvx4tm/fLtTB7o2qf//+1NbWMmbMGFatWkVWVhaPHj0Cfnaf+vr6EhsbS3V1NRYWFsTFxbFr1y6SkpJISEgQAYCIiAhWrFghfBm7d+8W7+moUaOIi4ujurqatLQ0NDU1cXNz4/Pnz2K01t0w0H2oun//Pm/fvgUQG9DRo0epr6+nqqpKUL779etHYWEh0tLSpKSksH//fvbt28f69etJSkoSv6eUlBTk5OR4/PgxV65cEd+1biWnvr6erVu3UlNTw7Nnz9i5cyeLFi0SQGP4iSlYt24dS5cupbGxkYkTJ/LgwQNqa2vZu3cvDx8+JCsrC19fX/Lz85GXlxc9hsuWLROfbXfE3sjIiLCwMNEeUlVVJarHZGRkyMzMxMzMjPz8fAoKCoTa9fjxY6qqqpCVlRVNB+3t7Vy/fl38LjMzM/n69SvDhg2jqKiIXr16cfbs2f9TU9aNtBg+fDjy8vK8e/eO5uZmTE1NSU5OFsrPgAEDcHFx4cyZM+jq6qKqqgr8VN0OHz7MtGnTsLe3JyUlRVws7ty5g7e3N9HR0QK7oKioyL59+6iurhb/xtu3bzl9+jQ7duwQo+SvX78KdWTPnj0MGDAAPz8/kSj/8uUL4eHhIkywY8cObt++jYaGBvPnzycyMhIAXV1dXr9+TWFhIR8/fiQwMBA3NzcWLlzIkiVLuHr1qjiARUZGsmDBApqbm0WfsrGxsRh3q6iocOXKFdTV1Rk1ahRdXV2cP38eOzs7XFxcgJ/MRWlpacrLy9m6dSuHDh0SaVpHR0fc3d358OED9fX1KCkpkZqaKlLa3Tw3U1NTnj59yuXLl3F0dGTp0qWidxl+sg07OzuRlpbm3r17jB07lo0bN3L37l0+fvwIIBKyEyZM4J9//sHf31/giKqrq9HX16eoqIjLly/Tr18/RowYQUZGBsuWLSMnJweA8PBwvLy8+O9//8vZs2d5+PAhzs7OGBoasm7dOpGo7H6utba2YmpqyujRowXr89u3bzx9+lR0I8fHx9PQ0CB6Lvfv38+6desAaG1tRVZWlmXLlonvNPxMwI8fP54LFy5QU1PDxIkTRRBmzZo1zJ49m1OnTvHt2zcmTZrEnDlzRGpyz549AEydOpW8vDwGDx5MeXk5Wlpa3L9/n8zMTBQVFVFWViY9PZ0FCxaIEW1LSwtJSUls375d/OZSUlJwdnYmMTGRAQMGUF1djZycHGVlZaSnp+Ps7ExbWxuXLl1CUlISDw+P/5NyB3j//j1SUlJER0ezfPly8b44OjqKCcqHDx9Yvnw5iYmJjB07li9fvtCvXz/g/8+9fPbsGZcuXUJXVxdFRUWCgoKYN28e379/Jy0t7f8x9fnvQQ3o379/17Vr11BUVGTLli389ttvtLS0CKXo6dOnSElJCbSGra0tS5cu5fjx46xYsQL4mf7orvbp06cP/v7+7N69mylTpgCgr6/P+vXr6dGjBzIyMri5ueHu7k5VVZUwsHd2dlJdXc2HDx8wNTWloKCAjx8/Clho7969+fr1K+7u7vTu3ZvPnz+TkJCAj48Penp6XLx4ET09PeTl5XF1deXSpUt0dnbSu3dv8dC4desWdXV1mJqaMmDAAHG4k5WV5cqVKwQHByMrK8uYMWNYt24dBw4c4O7du9y4cYOWlhbgJ2zSw8ODEydOsHPnTuzs7Ni0aRPu7u4UFxczYMAA+vbtS2hoKD169GDWrFmiKqQbJVFaWkqvXr24desWU6dOZdWqVUyaNImJEydy+fJl0bGamJhIQ0MDMjIyVFVVcffuXU6dOgX83Fi6R0XdeI6DBw9y7Ngx0tLSiI6OpmfPnixYsID//Oc/GBkZ4enpKTobAdzc3IR5urvTtBsIXFFRwZEjRzh16hSfP3/G1NRU9Oj5+PiIWpaXL1+KFF9GRgbGxsaChWVvb8/27dtxdXUlNjaW2tpa/vrrL1ES3H3IamhoYNy4cTx58gQLCwueP3+Om5sblZWVFBQU8ObNGzw8PPDw8CAyMlJ4SfLz83FzcwN+gjN1dHRobm7m0qVLIu21bds2PDw88Pf359q1a+Tl5TFixAjs7OyYP38+48ePF4GQUaNGcfHiRfLz84W5e/HixfTs2ZO3b9+yd+9eBg4cyOfPn3n+/Dnu7u5kZWVx48YNARLt7tlcu3YtkZGRFBcXi7H9hw8fePToEX5+fkIlAJgzZw4TJkygsbERQJRQ9+vXj0+fPglG1+TJkxk8eDA+Pj5MmjSJQYMG8fLlS2bOnImzszPNzc2CJRYdHc26desoKioS3ZJxcXHCdpCYmEhOTg6bN2+mV69eXLt2DW9vb3R0dFizZg3w86F279494uLiqKmpITU1lcuXL5Ofn8+TJ084fPgwW7ZsYfTo0UhISGBqasrNmzcZMmQIJSUlwE8AcHe4QF9fn7NnzzJx4kSGDh3KmzdviIiIYPTo0Vy6dImSkhIWLFhAWloa1dXVAgR64MABOjs72bp1KydOnGDlypUcP36cIUOGcPHiRUJDQ1m9ejWnT59m6dKl9OnTh5UrV5KcnMygQYMAWL58OW1tbQKdUl9fT0tLC25uboSFhQE/i8q7wch+fn6kp6cTExPDkydPAFBVVSUgIIDhw4ejra3Nf/7zH4FxUFZWRkFBgTlz5tDW1sbp06eZNWuWODh3X0pOnz6Nl5cXs2bN4urVq7x9+1YEmfz8/NDX1xeKV1xcHKWlpVhZWXH37l1R7J6RkcH79+9FwAIQI1EtLS3++OMPxowZIyDZ+/btY+HChezatYsfP34AP1ESFhYWlJWVCR9mW1sb1tbWvH//ntjYWHx9fTE2Nubt27fcvHmTkydPkp+fj5WVFQAxMTFoaGjw6tUrpk6dyubNm0V5/MuXL5GWlsbBwQFjY2PWrFnDhg0bcHNzY8WKFfTp0weAPn36MHjwYIqLi3n16pWAjldVVVFeXk56ejr+/v5isvLx40ehbHUDV5OTk/n111959eoVffr0ISYmBm9vb378+IGcnBwXLlygra2Nc+fO8eDBA+FrzMzMFKgRW1tbbG1tKS4uxsvLi9raWnR1dTl27JhQ3UtLS9HR0SE8PBxPT08aGxtxdnYW/cbGxsYUFhYyYsQI0ULx5s0bqqurGTVqFDdv3qS1tRVtbW3evXtHbW0t27Zt4+3bt1y7dk3sQZ6enuTl5XHjxg1CQ0NZs2YNISEhSElJ0adPH75//y6QN/Pnz+fJkyeMGDFCXJ67/X8VFRVcv34dd3d3Kisr2bJli7CYeHl5ERAQwJ9//sn27duFxaMbs2RhYSFUx26vYllZGT4+PkhKSlJSUoK9vb2AdEdFRXHixAkuXLggYOjd3/u8vDzGjBlDcnIy6urqAnbv5ORERkbGv3iO/2WdPXt229SpU6msrERPTw9XV1eRlKypqUFdXZ2dO3eybt06xo4dy927d3nz5g1Dhw4lJiYGGxsbNmzYwJYtW1i2bBkODg40NjYSFBQkFLXy8nJevXpFSEgI48aNo6amRsy3u7q6MDQ0JC4ujv3797N06VLevHlDZGQkw4cPR0dHB0VFRaqqqlBVVeX79+/CH5WQkMD9+/fp6uoiOzubmJgYduzYgZGREQUFBRgbG9PY2EhJSYnYYCorK2ltbUVSUpKtW7fy7ds3Ghsb6dWrF1evXhUStJeXF4WFhaipqXH79m0cHR1RUlJi3rx5mJqaoqmpyb59+2htbSUrK4t169Zx8+ZNsrKySElJEQDb/v37C9Nyty9AX19fbB729va8e/eOBQsWUFZWxsaNG3n69CkhISFEREQQEBBAjx49aGlp4Y8//uDkyZO8f/8ef39/FBQU+PDhA0eOHMHV1RUdHR38/f0xNjZGSUmJ+vp6oS45OTnR3NzMly9fRDNCd0zd2dmZo0ePMmnSJKFOurm5sXHjRhYsWMDMmTOpqqrCx8eHpqYmxo8fT3Jyshibdnfldf8fsbGx2Nra8vz5c/z9/QVepdujKCsry/v371FVVUVBQQFfX1/evn1LcnIyLi4udHR00NbWRktLi+BMzZs3j5iYGGRkZFi8eDGtra0YGRmxaNEiIiMjsba2Fsy11atXM3PmTGpqanjx4gUzZszAysoKfX19wQz68OGD8G7duXOHlJQUDh48yP79+6murubatWs4Ojryzz//UFZWxqNHj0Q45j//+Q8XLlwgIyNDeLG6ezorKyspKipCTU0NNzc3Hj16JLAgaWlpTJ8+nd69e/P48WPc3d0pLy/H3NycQYMGsW/fPhFWycjIIDY2lpkzZzJ9+nTy8/M5ePAg58+fZ8KECSxevJiPHz8SFRXF8uXLKSoq4vXr1/j4+NC3b19KSkrw8PAQI2kvLy8cHBxE6be3tzeGhoZ4eHjQ0NCAkpIS+fn5SEtLM3XqVEaMGIGtra3A1FRUVBAaGsqhQ4fw8vJizpw5FBUViSBCtyfr1atXBAUFCSW6ra0NOzs7ZGVlBbR62LBhzJw5k/DwcIyMjEhPT8fT0xM1NTXi4+Px9fUVo7DuEZmfn5/oLP37779Zs2YNaWlpdHZ2Iisry8KFC6mpqSEoKEjU+YwYMYLffvuNFy9eUFVVxeLFi2lvbyc7O5v58+dTWVmJvb09EydORFdXl927d4tGgIaGBnr06IGOjo4g1ndbO3x9fVm9erWoD7K3tycwMJBjx44RHh6OhoYG1tbWxMbGCtB2W1sbAEOHDhUXzD59+qCnp8eIESOQk5NDW1tbhK26D98PHz4kOzubRYsWER8fL7h6hYWF4n3qxkQsWrSI+/fv8/LlS6ZNm0Z6ejoyMjICqJuVlUVHRwc/fvwgMzMTCwsLjIyMMDEx4f79+4SGhuLl5YWPjw9fv34lMDCQhw8fCmyJubk5qqqq3Lt3j+zsbBQUFGhubsbDw4Po6Gja29tRUFAQidZXr17R0tLCjRs3CAwM5M2bN0yfPp3y8nIWLFiAjY0N0dHR1NbWiv1l1qxZdHR00NTUhIuLC/369aNv375s2bKF5uZmevTogbu7u1BE4+LiqK+vFwXpoaGhZGdnU1JSgpycHHFxcdjZ2aGhocGKFSsoKSlBTU0NR0dHNDQ0CAwMZPDgwaIztjt92a2MT5s2jTdv3lBeXs7cuXNRUVGhvLyclJQUfv/9d9FMUF1d/X8Suu7u7ty+fZuMjAyhynaDgM3NzZk2bZpgpJ06dYqhQ4diampK//79uXDhAtbW1jx9+pS8vDyB0vH19UVCQgIdHR2ioqJYtmwZ1dXVODo6EhoayoQJE7C3t8fAwEAUsE+dOpXBgwfj7e1Nfn4+ycnJzJw5kwsXLvD582cAkap3dXVl2LBheHh4YGZmxsGDB8U+PnjwYNzc3FBSUqKkpAR1dXVOnDiBra2tCFWtWrWKiooKMT5tbW0lJSVFTN9u3brF69evRZPKX3/99T+FCST/vz/2/Lv+Xf+uf9e/69/17/p3/bv+v1j/Kmr8DBPMmzcPMzMztLS0kJOTw9bWFlVVVT5+/EhQUBBOTk50dHSgrKyMuro6bm5uSEtL8+zZMz58+MD27dt59+4dz58/Jzo6mpUrV6KoqMjDhw8pLi6mqamJFStWEBYWho+PD/Ly8gwcOJCEhASePXuGq6srBw4cwMvLS7DbBg8ejKKiIpaWlqipqQkGlbGxMZ8+fSIsLIw9e/Zw5swZ2tvbSUlJYdGiRVhZWaGsrMygQYPYuXMnVlZWWFlZ0bNnT+7du0ddXR1Tp06lrq4ODw8P0Tl36tQp1NXV8fHx4eTJk8jJyWFgYMCAAQNQV1enpKREELv/+OMPDAwMmDFjBkeOHGHHjh3U19ejpqbG/PnzMTAwoL29HTU1NVJTUwkKChJJxLa2NqZNm8aJEydQUlLi0aNHmJqa0tXVxZw5c4iIiMDCwkKkW7vj1wkJCRw5cgQlJSVaWlqIjo5GRkaG0tJSNm3aRH5+Pm1tbTx9+lT01pmZmfHlyxecnJzYu3cvYWFhbNiwgYkTJzJ+/Hh8fHxwcHDg/v37/P7776LO5NOnTxgbG3P69GlOnjzJpk2b6NWrF0ZGRhgZGXHp0iVRit7U1ERERARmZmacO3eO0aNHiyTShw8f8Pf358ePH9y9e5fhw4cjLS1Neno6GhoatLS00N7ejr6+Ptra2iJdd/v2bb5//87gwYMpKChg//79eHt7iyqqPn36UFZWRm5uLkOHDsXT0xMjIyM+fvzIlClTsLW1BSAgIIDa2lpGjx7Nu3fvqKqq4vPnz6SmptLU1MTKlStFl2HPnj3p06cP58+fFwiCO3fu0K9fPw4fPkxHRwepqank5+cLQ/r27duForBp0yaBfggJCUFLS4vo6Gi8vb2prKzE1NSUzs5OVFRUiI6Oxt3dnUePHlFVVUVmZiZZWVls27aNsWPHUl9fj4GBATU1NaKce/jw4UKZ3bVrF3Z2dtTV1REaGsrXr1+xsbHB2tqaAQMGoK+vT0xMDPfv3ycoKAg3NzdGjBhBQ0MD5ubmFBYWkpKSwrhx48jNzcXMzIwlS5YwaNAgTpw4gbe3N62trdjb2yMlJcWPHz/4/v07SUlJAqfQ/efatWtxdHSkubmZAQMGiLG6jo4OysrK5OfnU1dXx7Nnz9i2bRvS0tLs27ePy5cvo6GhIYqoL126hJGREbm5uXh5eaGhoUFKSgpNTU1iFNTS0sK3b9/Iz8/H0tJS+NCsrKxQVFQkNTUVAwMDxo8fT3V1NaNHjxY2g7a2NlRVVfH19UVBQYEDBw6Qk5PDmTNnqKuro6SkBBcXFzQ1NQXlvrvkWklJCVlZWd68ecPq1as5fvw4bm5uFNnUtokAACAASURBVBQUYGJigoqKCocPH0ZHRwcXFxcuXbpEcnIysbGxZGVlYWpqSk5ODtXV1aipqeHv74+uri4ODg6iuk1DQ4P8/HxiYmKQlJTEycmJzZs309nZiaurK11dXairq6Oqqsq8efNoamqisLAQfX19jh49SmlpKevWrePYsWOMGTMGKSkpJCUl+fTpE1+/fuXu3bvo6ekJE3hwcDDPnj1j0qRJSEpKUllZydixY7l37x4dHR0EBwdz9uxZtLW1SU5OJjc3l4sXL2JtbY2HhweWlpZUVVWRnp6OtLQ0VlZWdHV1CTL/5cuXkZeXZ+3ataipqXHu3DmGDRtGfX09M2fOpK2tjc7OTs6dO4e+vr5gY0ZERLBz504yMzOJiYnB2tqaz58/09zcjKqqKurq6mzatIng4GACAwMZOnQocnJyfPnyBVdXV5YtW0ZnZycBAQFkZmbSo0cPamtrycrK4vDhw+jp6Qnq/8uXL4VCdvHiRcrKysjLy8PS0pI7d+5QW1uLtLS04Ml1dyNra2uzdOlSZGVlBfKltLSUPn360NXVxYwZM4iNjUVBQQFNTU1mz55NSkoKCxcupK2tDWVlZfr378/FixeRkJDA1dWV+Ph4AaUOCAigrKyMvn37MmnSJKqqqnj79i0eHh4cOnRI8D1bW1tFCbqcnJz4fXTDkl+8eEFmZqao1UpPT2fZsmXU1NQIqG9iYiIjRowgLy+PrKwsysvLKSwsxMTEBAkJCZSVlZGVlRVIn2vXrrF//37OnTvHkiVLKCkpER7v+vp6rl27JmwxV69eZdSoUWzbtg1fX18xLZGRkUFfX/9/VtT+PagBBw4c2Kanp4exsTGqqqocPXqUjRs3Ym9vL2LdWlpavHv3jsTERIYMGUJOTg43btzAzMwMc3Nz8vPzaW1tFT+ahoYGsrKyhHG4rq6OrKws2tracHNzQ0FBgfr6ehobG6msrKSsrIzVq1fTv39/nj17xqBBg2hqauLTp09ERkYSFxeHiooKx48fx9XVladPn7J48WJcXFywsbGhpaWFX375hfPnz6OsrIy7uzsRERHMmDFD+AhUVVXx8vKira2N58+fo6qqSk1NDe3t7eTk5KCjo0NZWRl79+7l4MGD2NnZkZaWhoWFBV5eXuzatQsjIyPu3r0rEBc5OTlMmzZNIBTWrVvH6tWrUVdXZ8KECaLs+L///S+pqalkZWWRk5PDzJkz6devn6BoDxs2DD09PYYNG8bLly/x8PBg//79AlBbVVXFjBkzqKqqwsDAAE1NTTZt2kRpaanwcZmamtLc3MzMmTPp6urC1taWuLg4Acj09PQkIyMDMzMzVFVV6erqIjIyEj8/P2xtbSkoKCAiIoIFCxbg7e0tsBPh4eGEhoZiY2NDVFQUpqamIpWro6PD+/fvUVdXR1dXl379+tHY2IiMjAxRUVH07dtXjA6dnJz4+vUrvr6+3L59GysrKzEWuHjxoqhE+uuvvwgJCSE/P1+Ub8+bN4+kpCSGDh0qyuI7OzuJiYlhyJAhqKurs2rVKlatWkXv3r0Z/P9j77wec0rbt32k90J6ld6RIiFNkCghkaIFIXobdRhlhhFGm1HH6IboRo9giCCENIRUkSZSpIo0ElK/DW/u77f5/gHvszs2hudZa93rus7zOHx80NLS4o8//uD58+fY2dnh7+9PV1cX3759Y9iwYYwYMYKMjAwiIiKIj4+nvr4eDw8PFBUVkZeXp7y8HIADq1axA9gOhAKfgbd8z178888/tLe3k5+fz9GjRwkPD0dSUpLGxkbKysrYv38/dnZ2aGpqCifsL7/8gpmZGWVlZRw/fpxVq1ahr69Pe3s75ubmdHd3c+zYMYKCgjAwMBAewMTERAIDA2lpaUFBQYEhQ4aQkJBAWloaS5YsQUFBAUNDQxYvXsy///4rWl19+vQRJo4//vhDKIB6+FANDQ3k5uYKnEvPYfrbt28oKCgQFRWFj48PXV1dXL16lfXr1wuNXJ8+fQTexcXFhb///lvkRG/cuEF6ejpqamooKCgwcuRICgsLcXV1RV9fHwsLCwIDA2lra6OoqAg3NzdRBPj5558ZOHAgjx8/pqmpiaFDh7Jjxw7Gjx9PRkYGS5cuFbozJSUl+vTpw8uXL0lMTKSzs5NFixYhJyeHjY0N6urqGBsbC5dje3s7Fy9eJCMjA1lZWRQUFJg7dy61tbVUVlZib2/P06dPkZeXZ+jQoTQ2NvLw4UPKysrw8PAgKipK3GNSUlKwsbGhublZZHS+ffsmDvsrV67kzp074jqtq6vj7du3nDp1CltbWwwMDFBTU2P+/Pn06tVL/OZfvXpFdXU1JiYm5ObmikjKmzdvaGpqwtXVlQEDBvDs2TMGDBhAcXEx9+7dIzIykt27d2Nvb4+enh55eXmUlpbS3NyMtLQ0mpqaTJkyRbiUp02bRlVVFUpKSuLwdeXKFRGa77nOBg4ciLOzM76+voJYX1VVhaOjI7Kyshw4cIBZs2ZhbW1NZGQksuXlSOblYenqyv3Hj2lubmbKlCkoKipSUVGBtrY20dHR5OTksG7dOgGg9vT0xNTUlLCwMGpqavj555/R19entbVVgKp7TDWvX7/G1dUVZWVlsUrV09Pjxx9/xM7Oju3bt/PLL78IJmBwcDBpaWlkZWWhqqqKn58fpqamJCUlib9Lfn4+V69exczMjHHjxuHq6kpubm6P6gh5eXkqKiqYPXs23d3dHDhwgDFjxghFWHBwMIaGhnR0dDB16lTS09NFgczS0pK2tjaqqqp4+vQp8+fPF6307OxsjI2NUVNTQ0JCgsePH1NbW0t3dzc1NTXs2bOHYcOG8fHjR+Tk5AgKCiIsLAxdXV1qamooLCzEwsKC9vZ2JCUlaWpqQlFRkcrKSqysrKiqqsLe3p4BAwaQl5eHpqYmqqqqfPjwATs7O5KSknj48CG3bt3C1taWz58/i7ypgoICoaGhfP78mb///hsFBQW2bduGubk5SUlJhIeHExsbS3h4OH///TfDhw8XgPn+/fuTm5srbDovX77k3bt39O/fHy0tLY4ePfq/g9p/+zl8+HDktm3b6NWrF5MmTWLy5Mno6+sLBUVPzbeqqgonJycUFBQ4fvw4GhoaWFpasn37dnJzc1m7di19+vRhyJAhZGZm0tLSQu/evVFQUEBNTY3y8nL09PTYv38/q1atYuDAgdTU1DB16lRWr15NWFgY8+bNw93dnefPn7NgwQKB+uhx871//54hQ4bQ3d0tAIs9VeHt27czceJERo8ezblz53BwcODhw4dUVlYydOhQpKSkkJCQQE1NDSsrK3pE9Orq6qSmpuLo6EhQUJAoCqirq2NqakpzczMfPnzA3t6eL1++iDZgSkoKL168YObMmcyYMQN3d3fq6+vR1NQUb8xjx47FwMCAXr164eDgQHBwMJ6enhgZGXH58mU6OztpaWlBUlKS9+/fEx0dzcKFC9m+fTvu7u4sXryYmpoatLW1yczMFAiN7u5utLW1OXLkCFOmTOHz589kZmaioaFBSkoK/fr1E0HquLg4goODaWlpYfLkyeJmICkpSWZmJnv27CE8PFwAa+vq6pg6dSqbNm1CQkKCJUuWsG/fPszNzampqeHEiRMEBATQ0dEhppFKSkqkpaWRnJxMRkYGTU1NLF68mPj4eFavXk1mZiZBQUHk5ubS1NQkuFUGBgbo6OigqalJQ0MDT548YcqUKUKt8uDBAxwdHbl27RqDBg2ipKSE+fPnizf8goIC4dsLDAzk48ePREZGUlJSgr29Pa9evWL27Nl8/PiRvLw80W4yNjZm79697N69Gz8/Pz59+kRJSQnZ2dk4Ojpy8+ZNYmNjeXDyJEnAU2ALUMz3A5skkApISEjw9u1bjhw5wooVK4iNjcXZ2VlYBfr27cvSpUtFUzE/P58JEyZw48YNtLW1UVBQYMeOHaxbt048NMrKyigvL2fPnj1YW1tTW1srYJLl5eVYW1sTFxcn2Hs9ByYpKSlOnTrF6NGjcXJyYvbs2UhISLBgwQLCw8Pp6upixIgRqKioEBERgbKyMjdv3qStrQ0DAwPy8/PZv38/48eP56+//iIxMZGYmBhh8vD29qZXr14kJibS3NyMo6MjN27coKysDGlpac6fP8+QIUNwcXFhw4YNZGRkUFhYSH19PU5OTuTk5DBy5EiePXtGdnY2MTExyMvLU1dXR2Zmpshv1tTUiAlGD/CzZ6re41B0cXFBUlISLy8vurq62LVrFxkZGYwcOVJML01MTAgICKClpYWsrCzu37/Pq1evGD58OBISEgQFBWFiYiIOaz0ZQScnJ3x9fTl48CCXL19m9OjRGBsbY2Njw8uXL/Hy8iI/P1+8WAwePJjnz5+LB/KRI0cYN24ciYmJBAcHU1BQwMqVKwXSorm5GTU1NTo7OzEyMuLmzZvMnDkTZ2dn/vjjD+Tk5MQ0aPny5YwdO5Y5c+agqamJmZkZSkpKVFRUMGzYMCorK2lpaeHHH38Uh5itW7fS2NjIp0+f8PLyoqKigrlz53L48GEByC0tLaW6uppr165x584dFi9ezKhRo2hvb8fFxQVra2sxmZo1axbLli3j0aNH2Nvbi8lTcXExGhoaODg48PTpU3799VcCPDzwO3IE84sXsayrw/biRT5UVyPl5YWrqyt5eXlUV1dTV1dHdXU1X79+pbKykt69e2NiYoKUlBQlJSW8ePECNTU17OzsOHbsGMOHD6ezsxNPT08R6H/w4AFaWlpiwnr+/HlevXqFtbU1bW1tbNiwgWvXrpGWloaMjAy///47iYmJjB49GgMDA27dukVXVxdjx47F2dmZn3/+mTVr1qClpUV0dDTW1tZER0fz6dMnnj9/Lg5pixcvJjQ0FGlpaXR0dEhISCA8PBwHBwcUFBSQkpLi0KFD+Pr6snv3bvGcTUtLw8jIiPnz57Np0yY2b94sDogvX75k6tSpmJubU1hYyIEDB5g6dSoBAQFER0ezbt06NDU1MTU1xdHREYCSkhLKysrQ0dGhX79+DB48mAMHDlBSUsK6devE1PTWrVt0d3fz5csXzp8/j5OTE1ZWVqSkpBAWFkZKSgoLFiygvLyc48ePi/uzubk5169f59atW8yYMYOdO3eipaWFhISEKE8kJSUxZswYhg8fzi+//IKmpiY+Pj60tbWhrKzM1KlT2bx5MwYGBvTu3Zv4+HimTJmCrKwsDx8+7DHS/A/P8d98dHR0uqurq7l58ybFxcVISEgwceJE0frMyMigb9++TJ06lYsXL3Lv3j3Mzc15+vQpU6ZMYf78+cyaNYvi4mIGDBhAeno64eHhLFq0SNy8qqur2bVrFzY2Nvzwww/ijbKmpoYJEyYQGRlJaGgoxsbGIuianZ3NuHHjBMVZRUVFtEfu379PQkKCCNVmZWWxZs0aUlJSiIyM5Pr164SGhnLu3DnKysoETqO1tZXg4GCys7O5cOEC27Zt482bN0hKSlJZWcmlS5dQUVHB2dkZc3NzWltbhYqkp32an58vasw3b97k+vXreHt709DQwMqVK7ly5QrFxcUMGjQIHx8fAQsMDg4mISEB+I48MTU1ZeTIkXz79o22tjaamppwcHAQ0NmTJ09iZWUlBO23bt3Cz89PtGzOnj2Lv78/Z86c4dChQxw9ehRjY2OxGlRUVBRv4L6+vjx8+JCsrCza29sFjPf58+cMGjQINzc3Ojo6MDc359ixY4KftH37drZv346enh4lJSVCD5SQkCAQH4mJiYKkr6+vz4cPHzhw4AAJCQlUVFTg7e0tBNKrV68WK6Hi4mJhdBgyZAg3b94U7cM9e/aQmprKqVOnOHPmDKWlpbx9+1b8LiZNmoSMjAzOzs5EREQA30PaampqDBkyRBgiysvLKSgoEEDIr1+/oqOjg6SkJLdu3WLAgAGiuQYwYcIEli9fjpubG3PmzGEf0Aqs+z/XizmQAhj/5795eXlhaWkpWp/d3d38+eefrFixgp07d2JhYYGKigqmpqbcvHkTb29vjIyMuH79OmVlZcTExJCdnS38tvCdGfj+/XuuXbvG+vXrKSsr48SJE0yfPp2rV6/i7+9PVFQUHh4eyMvLIy0tjba2Nh8+fEBWVhb4/gZ/+PBhbGxsMDU1FViGyMhIdu7cSVNTE+np6aiqqnLz5k2ys7Px9/fn6tWr9LzAampqEh0dTVZWFuPGjaO9vZ2QkBASEhJISEhg2bJlqKioEBUVJbRj/fv3F5V+ADk5OdTU1Dhy5Ajbt2+nuLiYmpoahg8fjoyMDNra2jQ2NvLq1SsxFe2JFPS0ytvb2zl06BD29vY8f/6cUaNGUVNTg56eHl1dXTx69AgDAwO6u7uZPHky//zzDx4eHhgbG4vvrWdN19DQQFNTk0BNyMnJsWjRIsrLy1m0aBGjRo0Sv8v09HQcHBwEmmDw4MFYWFjg7OzM48ePOXfuHBcvXiQ3Nxc/Pz/hsq2rq6OwsJCysjLy8/NxdXUVFPfGxkby8/PR1tbm0aNHmJub4+rqiry8PFlZWVy6dInr16/j4eHBwoULGTx4MC0tLdy7d4/x48eL69bY2BhXV1fOnj2LkpISmzZt4tixYwwcOJBFixaxY8cOli9fzvTp0ykqKqKzsxN1dXUMDQ2B723cU6dOcejQIYqKilBQUBBNzBMnTmBhYYGdnR2qqqrIycmRkpIi4K49E7f29nZevHghYg16Cxfyrr2dkOJi2oE+wH3g8oABPP9P0alnTdrDD/v333+JiYlh3rx5on2dkJCAoaEhZmZmFBUVUVdXh5ubGydPnqRv374CJWJgYADAsmXLWLp0Ke/evUNDQ4N3794RFBREVVUVbW1t4mUpMjKSyMhImpqa2LNnDzExMaLwJikpyZQpUzh69ChOTk6cOXMGWVlZ5s2bB0Bubi4qKirIyMhQWlrKtGnTBLXgypUrAHz+/JmZM2cC/x/18+3bN+Tk5IiIiGDOnDkYGhqKItSVK1ews7PDxMREuEXhO5xbV1eX169fi7Zwz8TcysqKXbt2ISMjg6OjIxoaGqLZnJaWBsD79+9RVlamqqpKsN3ge7vcwcGBu3fv8vXrVy5cuEBxcTF1dXUsXboUWVlZ6uvrAZg0aRIxMTHo6uqSnJyMt7c3xcXFwk5QXV2NjIwMhYWFeHh4MGrUKNatW4ePjw+JiYkA2Nvb09HRQVFREQYGBrx7945Zs2YhKSnJ7du32bBhw3+F5/jfRA3Yvn175KpVq2hsbMTY2Bhra2tiY2ORkpKisrKSmJgYVFVVMTAwoLGxkR9//JGQkBDWrl1LY2Mja9asoa2tDTk5OSorK/H39+fFixcMHToUXV1dZGVlhbtx5MiReHh4cPToUUxMTMjIyOD27dt4eXmJ1uKcOXPEQ1RfX58tW7bw/PlziouL6e7uFjqnwMBAQkNDaW1tpbS0lLVr11JeXi6ktEZGRjx79ox+/frR2dlJd3c36enpREZG4uHhIVyftbW1XL16VcBXR4wYgYGBAVVVVURHR1NZWUliYiJWVlbU19ezefNmamtr8fDw4Nu3b1hZWQmHaV1dHefPn6cn89cjhx48eLCQ61ZXV7Ny5UrKysro27cvKSkpnD17FgUFBU6dOkVycjJ9+vQRh4fevXuTk5ODkpISV65cISAgQGTpPn78yL179/Dx8WHHjh3CNpCZmUlZWZlo3ZSXlzN27FgGDRrE27dvGTRoEAYGBpSUlHDkyBFsbGz4+vUrdnZ2yMrK4u7uzt27d5GWlkZGRoampiauXbuGuro6jo6ODB06lPXr1xMfH8/w4cNxc3MTtO/Jkydz5swZZGRkaGxsFNT1+Ph4pk+fTm1tLenp6VRVVaGpqSno5Hl5eTg4OHD16lXxffn6+rJx40aSkpIIDAyko6OD1atXk5OTg7S0NDExMVRUVCAhIcGHDx8wMzNDTk6OEydOoKmpSXNzM87OzqSmppKWloa5uTk2NjZC5jx79mzq6upEjvLFixds27YNLy8vOjo62AjsB8r/z/VSD0wHHgPVgJubGy0tLdjZ2VFdXU1GRgaOjo4sWrSI4OBggZjp+bd69OgRKioq5OXlMWzYMJGz3LRpEzdv3qS+vp4nT54wceJEoQUzNDTE2toaFRUVbG1tOXXqlFhF7Ny5EysrK7Zs2cL169fZtm0bFhYWXLt2DUNDQ8aMGSM8pv369cPIyIiIiAhcXFyIj48nNzeXvLw8NDQ0hMPW2dkZAwMDcbD/9ddfxST1yJEj4iCsqanJ8+fPMTQ0RFlZWWRn3N3dsbKywtDQECkpKRwcHJg9ezYKCgoUFxczceJEduzYQVNTE2lpaRw7doxevXrh5+eHtLQ0GRkZYqVYU1PD8ePHcXFxwc/Pj9evX1NYWEhra6tg7IWGhvLixQvS0tK4cuUKv/zyC7NmzcLT05PIyEhiY2Px8/Nj7969YrJjZGTEsmXLsLOzQ0NDg59++ony8nKSkpJQVFQkOzsbJycnFBUVmTFjBpMmTeLly5cYGhpSUVGBrq4uSkpKKCoq8uzZM27evImRkZFwB+fl5WFjY4Obm5vwYpaXl2NlZYWvry9PnjxhzZo1GBsbk5OTQ3d3t2hg19XV0b9/fyZOnMiBAwfo1asXysrKuLm5oaamxtWrVwUAWUZGhrt377JixQri4uKIiorixIkTxMbGsnr1aj59+kRlZaWYYOnq6tLV1cXOnTs5dOgQra2tqKmpIS0tzdatW+nTp4/Qp3V1deHl5YWWlhaDBw/m/v37LFu2jLi4OKHT6nHCyn36hO2pUzjX1tL2n2ulEagDRlZUUDlsGD4+PuzcuZPW1laGDRuGlJQU165d48SJE0hJSVFcXExGRga+vr4cP36cjx8/UldXR2VlpdiOVFVViWZybGwsJSUlopFZXFxMe3s7ZmZm9O7dGwMDA1asWMHBgwexsLAgMzMTExMTDA0N2bp1q5CZKysrY21tzYoVK3BwcMDT01O8XKurq1NQUMCYMWN48OAB48aNIyUlhQEDBqCoqEh6ejpPnjyhpqZGoE1evHiBm5sbFRUVXLhwgbKyMpSVlcnPzycoKIjLly8zaNAgDh06xJw5c4iNjRUH18GDBzN06FDq6+vp6OhATU0NfX19urq68PHxITk5md69e7NgwQKysrKYOnWqQCe1trby7ds37OzsSEtLo6WlhebmZhYsWEB1dTVVVVXcu3ePhoYGNDQ0GD16NI8fP6a7u5uCggLmz59PbGws9fX1VFZWIiMjI1aub968ISQkhKKiIhwcHDhw4ADV1dVUVFQwadIkgaK5fv06y5cvx8nJCV1dXQ4fPiw4c7NmzUJCQoINGzawYMECjh079j/X53/7OXXqVKSdnR2DBw/GwMCAc+fOYWtri5eXF3p6ely9elXkUFJTU/H19cXKygozMzN+++03Zs6cSVtbG5WVlcTFxYl9trW1NWFhYVy7dg01NTW0tbWxt7cXwD9dXV2io6Pp7u6ms7MTeXl5Fi9eTGZmJlevXuW3336jo6ODR48eIS0tzdKlSwkPDycmJgZvb2/u3r1LQEAAGhoaREREkJ2djZubG01NTRw8eBAHBweGDBnCkSNHKCsro6SkRFyIV65cEVODlJQUpkyZQkNDA/fu3QO+v2VHRkaKtVHPxKOH5bNo0SKqqqo4ceIEERERVFdX09raysSJE1FRUSE9PZ2nT58KV5q8vDyrV69GRUWFzs5OIXD++PGjIIXfunULc3NzQkNDycjIYMmSJQwaNIjy8nKkpKQYOHAg27dvR1pampycHOzt7YUKqb29naFDh6Kuro6dnR3l5eU8ffqUhw8fsnfvXjo7O79nR2RlefbsGTIyMlRXV2NlZUVgYCDDhg1jzpw5vHnzBnV1dQoLC6mqqqJ///7o6ekxbNgwTE1NWbx4MQ4ODpiZmaGiooKNjQ3V1dU4OTlRW1uLvLw8L1++ZNq0aejp6eHo6MiZM2eorq7m3Llz1NTUMGDAADQ0NHBycsLJyQkTExO6u7uRkpLCxsYGRUVFwsLC+Pvvv3FwcBCQz/Lyctrb23n16hVmZmZ4e3vj7e1Nd3c39vb2/Pzzz9y/f5/GxkY2btyIjo4Oly9fFs7Nzs5OLC0tqays5MKFC+jq6ooHcU9QuWcqKi8vz8ePH/Hn+8Pm9f+5XpSAX4HfgS9859n1qG3k5OSQk5OjpKQELy8vli9fTmhoqMiltbW1kZGRwbdv35g5cybR0dGUl5cjKSkpwtW9evXiy5cvSEhIMHDgQGbNmsWaNWs4fvw4gYGBqKurIycnx8KFC+ns7GTAgAHIyMhgampKYGAgAC0tLfTq1UtU+U1NTcUESk5Ojq1bt9LQ0EBiYiKWlpZ4enqSm5vL5MmTUVRU5NdffyUuLo7ExEQuXLhAnz59WLt2LTt37sTb25uCggK6u7txdHQUU9y4uDiuXbuGj48Pfn5+GBkZoaGhgbGxMTU1Nfzzzz9IS0uzZcsWIiIiSE5OxtbWVmi7Bg4ciKSkJDIyMowdO5azZ8/S0tIiHhjm5uasXbsWDw8PCgoKBFqlR6Stra1NXV0doaGhPHjwgM7OTioqKggKCsLR0ZHMzEzmzJlDWVkZ586dY8aMGUydOpV3794hKyuLiYkJN27cYNasWairq3PlyhXCwsK4cOECcnJyfPz4EX19fWRkZLCwsKC1tZWamhrxnQcFBQnG1+3btykoKMDd3V1Q6x0cHAQmw9zcnDNnztDW1oaRkREvX76kb9++SElJiUzVpUuXePDgAUpKSoSHh2Ntbc3Jkyd5/fo19vb2ODo60tLSgr+/P9XV1QwaNIjAwEChqjMwMKCrq4u0tDR0dHQE2qHnYT5z5kzU1NQIDAzE1taWzZs3c+DAAXr37o2joyNKSkqCRaikpER+fj7+/v6kpaUJ0XzPfd3CwoKyp08xycnhnKammMoAqABT5ORQVN4/xQAAIABJREFUXbkSFxcX3NzchNO4pzhiYGDAhw8f6O7uxsvLi7q6OhobGwkJCUFBQUGsuP/55x/8/f354YcfePbsGZ2dnUhLSwtfsrW1NSUlJQwZMoSioiK2bNnC0qVL6d+/vxCBy8nJ8eLFCyIiIhg0aBD9+vXD3NycjRs3MnXqVBoaGvj333+5f/8+CxcuZNWqVfTt21dMI9XV1UlJSeH58+cYGRlhaWnJzZs3BWdz2rRpoox348YNFi9ezIcPHxgxYgQfPnzg9evX2Nra8vr1a1HU0NPT49WrVyKvtmLFCjQ1NdHV1eXChQsMHDiQL1++iOLI0KFDBRrJz8+PlJQUZs+ezbZt28jOzmb69OnY29tjZmYm5PZHjhwhLCyMxMREIiIiKC8v5+HDh2zcuFFkiOfNm8fWrVvp27cvampqeHh4sHfvXnJzc/Hw8MDKyorVq1cTEhKChIQEM2fO5OXLl0hKSorflaampuDbFRYWMmnSJNra2qitreXly5c4ODgwaNAg8vPzuXnz5v8Oav/tZ9++fZGKiorcuXOHkSNHIikpiYeHBxUVFTQ1NWFnZ0dycrLgYOnp6aGmpkZLSwszZ84kJycHIyMj9u/fz7Jly+ju7iYlJQVDQ0NCQkIICgqiubmZv//+m48fPyIvL09OTg6SkpJMnDiRw4cPs337dgGxffLkCTNnzqS2tpbGxkbs7e1xcnISK6WKigrWrVvH27dv2bFjB8HBwSgqKtLS0sLChQuxtrYWebjExERmzJghBMEJCQmsWrWKX375BSMjI4YPH87WrVtFkHT+/PmiUVhVVUVISIgAUfZ8zp8/L/yhM2bMIC4ujj/++IOQkBA2b95MeXk5lZWVTJgwgS9fvtDd3U1GRoaYqikqKoofrIyMDFJSUvTu3RtfX1/OnDlDQEAA/fv3p6KiAgMDAzQ0NCgpKREAyJ4GW4/axNnZmS9fvlBcXIyXlxdWVlY4OTnx7t075syZwx9//MG0adNITExES0tLuPq6u7sF/LK2tlbciKZOnYqVlZVY2ZqZmaGvr4+mpibq6uoEBASQmJjIX3/9RUpKimBoxcXFYWBgQEBAgAitGxgYUFxczKhRowRENC0tjb59+6KqqsqpU6dISUnh0aNHFBQUYGdnh4uLC/7+/nz+/Jm9e/eipaVFa2srxsbGJCUlsWzZMjZu3IimpiavX78mJiaGwsJCXr9+zdy5c/n8+TNVVVUMGzaMlStX8vXrV169eoW+vj7Pnj1jzJgxODk5UVNTQ1paGr169WLUqFHY2dnh4eHBhAkTOH36NB0dHZS0tvIn8ASoBFSBg8A74Czfp51r1qwhPDyc0tJSMSGysbERU92e9mBAQAC3b99GRkaGadOmkZOTg4ODA+3t7bi5uYl1hZKSEqGhoYSFhREUFERhYSGqqqrk5eVx+fJlRowYwYwZMxg2bBijRo3i3r17WFlZUVlZyefPn8nOzqakpITk5GSSkpJIT0/H3d0dTU1N0YSWl5enqKgIZ2dnEaweO3Ysnz59oqGhgV69emFmZoaysjJbt27F1dUVJycnLC0tARg5ciRnz56lq6uLmpoaoqOjGT9+PPLy8vj4+HD79m2ampp4//49DQ0NvH37Vii+Vq5cyerVq+ndu7eYhiQmJtLV1cXFixcxNjbm1KlTVFVV4eHhgaqqKgcPHsTJyQkfHx9SU1OxsbFhxIgR7N69m7S0NOzt7fH29hbN7YqKCjZv3oybmxvNzc0Csn3y5EnCwsIIDw/n2rVryMnJUVNTQ//+/cnJyUFXV5e8vDz69u2Lm5sbERER/P7777x69YrPnz/T0NCApKQk3759IzU1lVWrVnHhwgXc3NxISEjg8uXLODk5ISUlxebNm+nu7qa8vBxHR0cUFRWFX/T9+/ds3LiRoqIiXrx4gbKyMlpaWoKh1tHRQVhYGKqqqgKom5ycjKKiIkpKSqipqYnca2hoKFOnTuXSpUsUFhaip6eHq6srAQEBODg48PLlS168eMG4ceNIT08nICAAc3NzEbeYN28eJ0+eZP369SgrK1NYWMi1a9ewtLQUgO4///yTGTNm0NXVxdu3b3F1dcXa2hpfX19xCPrY2Um/e/c48+EDVf/n+bIKMPXz4353N8bGxuzfv5+goCD69++PkZER//zzD7Kysnz8+BFTU1POnTsnDq09rdv6+nqMjY0Fy9Da2prS0lJGjx6NpaWlKI0cOHAAbW1t7ty5Iw7pzs7OxMbG4ujoKNrB06ZNQ1NTU0yTepRphoaGWFpaIi0tjYSEBA4ODpSUlHDu3DnmzJlDWloaqqqqvH//Xpg0enK1Q4cOpbOzk5cvXwpzQQ+4vEdVdfnyZfT09DAzM2Pw4MFISkoycuRIOjo6uHv3LpWVlYSHh9PY2Mj+/fvx9fVlxowZzJ49W/ior1+/ztq1a0lNTRWh/yFDhrBr1y4WLVqEl5cXcnJyrFq1io8fP2Jra0ufPn2EVN7c3Jz8/HxmzpxJc3MzlpaWlJaW4ufnx7dv38Tv0MXFhVevXtHR0YGhoSFlZWXioKimpsbYsWO5dOkSCxYs4LfffiMrK4uqqir09fXZvHkzN27cQEVFhbi4OFRUVPD09MTFxQUlJSXk5eXR0dH5rydq/8uoAVpaWt1r1qxh1apVXLlyhaioKK5evcqlS5cA2L59O2vXrsXJyYmLFy/yxx9/sH79euzt7fHy8uL58+doaGiwbds2li9fTkdHB11dXQQHB4vcTg8or6qqCldXV7Hbz8zMJDc3V4SM6+vriYmJEWHWpKQkcnNzge/C5o6ODjZu3IiPjw9z587l7t27vHr1it9++41p06ZhY2PDxIkTSUtLY8SIEejq6jJixAiRMdHR0SE/P5/ly5fz119/Cd+lgYEBBQUFeHl5sW/fPtGguX//Pt7e3tja2gpFUFRUFL///juampps376dkydPcujQIQA8PDxwdHTky5cv/PDDD0RFRfHrr7+Sk5NDTU2N8PlVVFSQlZVFfHw8p06dEqTslJQUgSY4d+4ca9asIS8vj/LycgIDAzlz5ozIG3h7e7N69WpOnz7NoUOHiIyMpK2tjbdv39Le3k5ZWZlYxejp6YmQqKqqqsioXbx4UQRNdXV1qa+vR0tLi/LyctavX093dzfFxcVUVVXh4+PDlClTuHXrFuPGjWPVqlXA9/xhcHAwL1++pKOjg+PHjwvS+/r169myZQupqakCA7J+/XoWLlzIvn37hNolNDSUuXPnCsH6ixcvxLSovb0dT09Pqqqq6O7uRkNDg6KiIiIiIli9erXIDlZVVSEvL8/du3fFNOLy5cv8/vvvQrv1fz9ZWVlER0ejoqIi6PE9KysXFxf69euHgoICo+vr2QF0AOrATeAHvk/TgoODhZLIzMwMABcXF9avX09ISAglJSUsXLiQlStX4ufnR2FhIcnJySgoKHDt2jUuXLjAuXPn8PLy4vbt2+L/rSf/l5qaytGjR9m6dStJSUno6OigrKzM48ePMTQ0pKuri4kTJ4r1p5OTk8hlJSUlcfr0aWGyqK2tpaKigsOHD3PkyBF+//13Tp8+zf79+2lsbMTf35/Y2Fj69euHhoYGgDAyODo6UlNTQ3p6uriGvnz5wuTJk3n8+DEjR44UcOz58+djZmbGjBkzgO8k/vnz59PZ2UlCQgIhISFMmzYNHR0d/vzzT+A7Sd3ExARtbW1OnjzJnj17+Omnn1i4cCHw/UDcs+quq6vDwMCA27dv09jYSHZ2NnFxcZw/f15MDBoaGoiIiEBFRUUYEu7fv09UVBTLli0jNDSUe/fukZycjI6ODosWLeLDhw+8evUKBwcHFBUV0dHRYffu3XR0dAitUFNTEy0tLSgrKyMnJ0dFRQUJCQmsWLFC6OOWLFmCuro6ampqPHnyhFu3bpGVlUXfvn0BWLNmDcOHD8fZ2Vk0IMvKyujTpw+BgYF0dXWRmprK/v37Wbp0KdXV1cTFxSEpKcnatWuB79nYK1euEBwcTGdnp8jB2dnZcePGDSwtLQXFXk5OjqdPn9LR0YG/v79QToWHhxMfH4+lpSUWFhZ8+fKFtLQ0JCUl6ejoEFaIjo4OpKWlRRZvxowZYvMwdOhQpk+fzunTp6mrq8Pk2TOUfvuN8vBwVh0/TigwCsg6epTq/5SXqqurWbBggTgEfvr0CXt7e44fPy7sChYWFrx584Zt27YRHx9PcXExjo6OPH36lCNHjnDo0CG+fPki8nYtLS0cPnyYlStXsmPHDiZPniy2H/v27RMwViUlJVRVVQFobm7mwYMHfPr0CYDJkydz7do16uvruXXrFvPmzaOpqQkzMzN27tzJv//+S3R0NC0tLTx48IBZs2bh5eVFaGioQNL06tWLWbNmiczi9evX8fX1RV5enjdv3gilH8Dr168ZP368IAx8+fIF+G56WbhwIdu2bUNbWxt5eXn09fWxt7cnIyODz58/Y2ZmRkJCAkuXLqWoqIiSkhJSUlJYsWIFAB8+fEBRURENDQ0+fvyIsrIyv//+O/r6+ixYsABpaWmys7PZsGEDVlZWhISEMGjQIJ49eybuhZs2beLAgQPIysqiqKhIfX0979+/R1dXV2S6nz9/TmBgIDY2Nly9ehUZGRlcXFzE99LQ0EB7eztbt24lLCyMo0ePsmXLFpqbmwWEPS0t7X8Ztf/mc/DgwcgrV67w/v17KioqaG9vF7gFXV1dtm3bJrQu48ePF9mV4uJi7O3tsbCwID09HWlpaZKSkgRrzcrKir59+9K/f390dHRITEwkMjISHR0dmpqa6N27N8XFxTx8+JD3798zffp0Xr16RUNDA56enri6uoo6t6KiIhMmTODZs2c0NTUxe/Zs9PX1MTQ0xN/fn5SUFFRVVTE2NkZCQoI5c+ago6MjgsXnz5/nw4cPhISE0Nraiq2tLUVFReTn59Pd3Y2rqyuRkZEEBQXR0NDA6NGjiYmJwcnJieLiYgYOHChcaQ8ePGDLli3IyMgIlcr169cZNmwYkpKSXLlyhby8PPbu3cvChQtxdnamqKiIjRs3Ym1tzb59+5CVlRV16dTUVOHDk5OTw8fHh0uXLjF27FhaWloICgpi586dyMvLExgYiL6+PlZWVnz79o3Q0FCKiopYsWIFx48f582bN/zzzz9Mnz6d/Px8qqqqxFru/fv3YhqXlZVFeXm5qLIPHToUPz8/fv75Z6ytrbG1teXdu3doa2vT0tJCZmYmX758wc/PT0xm2trakJaW5ueffwa+a7GCgoJEW1dGRoaXL1+Snp6OnJwcd+7cQUVFRbQRDx8+jK2treBhhYWFERISQu/evZkxYwby8vI8ePCAzMxMRo4ciZycHNLS0tja2jJgwACSk5Pp378/w4YNw8bGhkOHDrFw4ULBilJRURFtz3PnzqGsrMxPP/3EsWPHcHR0pLW1FV1dXeEWHTBgAF1dXSI3OXToUGbNmsXGq1fZD8TwvfH5D9DOd2fjggULaGhoQEdHh/379/PkyRNmz56NtrY227dvZ/LkyURHR7N8+XIcHR3x9PTk69evDB48GHV1db5+/Yqfnx8PHz5EQkKCCxcuCDVQcnIy//zzD1OmTEFCQoLly5ezfft2cnJyRBD3+vXrFBcXExoaytevX6mtrcXAwIDOzk6uXLmChIQEpqamHDt2jH379uHs7Iy7uzt79+7F09OTJUuWcOfOHczMzIiJiWHatGlUV1djbGyMvLw8//77L42NjSQlJWFtbS1Wjnp6evTv35+amhqKi4txcHBg3LhxhIWF0dTUxPTp03F3dycqKoqAgAD09fWRkpLi9OnTGBgY0NLSwtq1a9m4cSPHjx+ntLSUOXPmiBcbGRkZRowYIXJJ7969w9HRkdu3b7N8+XKKi4v56aefOHv2LFJSUgwfPpxx48ZRVVVFcnIyS5YsITMzE1VVVWFMGDJkCC9evCAoKEgUYkaNGsXnz5+pr68X+aKBAweioqJCR0cHysrKjB8/nk2bNpGUlERrayuenp7k5OQwceJEFi9eTFlZGU5OTkyfPp0bN24QHBxMUlISzc3N7Nmzh6SkJGJiYgSFXlJSUrCtzMzM+PXXX/H09OTs2bPC62tpaUlhYSH9+vUjMzOTMWPGUFtby/79+1mxYgX3799n5cqVzJ49mxkzZqCtrY2lpSWPHz9myZIlbN26VdxPzp07R0tLC48ePRK8sba2Nj59+sSNGzcIDw/n8uXLyMrK8vTpUyoqKqirq2Pfvn3o6+sLjVbv3r15/vw5M2bMEAe/sWPHCtSMhIQELjNnkqWoiMTNm0xQVuadjAyf9+6l5D84j0WLFuHu7k5DQwMXLlwgOTmZCRMmEBQUREBAAA8fPsTQ0JC6ujqsra3ZsGEDLS0tmJubCxL++PHjWbNmDfA9sP/s2TPBmktISCAmJoagoCBu3rxJQUEBs2bNQkZGhqSkJPr164ecnBzw/YBoamqKiooK+vr6NDY2cuHCBcaNGyfWxD0N6J5DcElJCWpqavz444+UlpYiISFBV1cXFhYWGBoaMnr0aE6dOiViDZqamkRFRQkt2NmzZ5k7dy5v377F19cXR0dHdHV1uXbtGrKysqKpm5iYiJycHDNmzODJkye4u7uTnZ1NY2MjY8eO5eDBg5iYmPD27Vvu3LnD5MmT8fX1RUZGBhkZGQBkZGRISEjg77//ZsuWLVy4cIHU1FQ+ffqElZWVsKWsXr2agoICduzYwcSJEzl+/Dg5OTlERUXx+PFjzMzMiIqKEriania2lZUV7u7uooBy/fp15s2bJw7C8L1coaWlRVdXF8+fPxfX3vv377GxseHo0aP/W33+t5+zZ89GmpqaoqSkxM2bN9m9ezcPHz5EX18fCQkJdHV1mTt3rnhblZOTEze9y5cvM336dBYtWsShQ4fELrsnl7Fs2TJu3LjBuHHjyM3NJSsri40bNxIdHY2+vj6XLl1i165dAnraI8Lt6uri4cOHDBgwAFVVVfT19VFTUyMvL48NGzbw9u1bcnNzRYatf//+Ym0zf/585s2bh4+PD6qqqri5ufHy5UuUlZUJDg7G1taW0tJSfvnlF9rb29HT00NVVVVMAF6+fImSkhLx8fG0t7fj4+PD8+fP0dPTQ0FBgTFjxtCnTx9u3LhBTk6OaG2GhYXR2tpKZmYmpqamnDp1imfPnnHw4EH27duHhoYG69evZ/369RgbG+Pp6cndu3eZOXMmZ86cYdasWSxcuJCBAwcyYsQIXr9+TXd3N5aWljx48ABra2vWr1/PmDFjkJaWpqioiCdPnuDi4kJpaSlaWlp4eHhw79498T3m5eWJ5mljYyPe3t4oKSkxZMgQnJycqKysFDJwXV1devXqJWrUgwcPprq6GgcHBwwMDHBwcGD9+vWEhYXxyy+/4O/vL1Z1cnJyKCoqcv/+ffr06SMwHF+/fmXChAnEx8fj6urKmDFjMDIywsjISEjfKysrGTNmDFVVVezdu5f8/HzevXtHfX09kydPFn/Hnj+7aNEiAgICqK2tFYqhoqIipKWlhUrm7NmzInx969YtRo0ahYKCAp8/f6arq0vwl7Kzs5GQkKC5uZmKigoxgbl06ZIA6B4+fJhZc+YQ8+wZ5R8/At8RDJ8+faKxsVE0fFVUVDAxMSEhIQF5eXmWL1+OpKQknz59QktLC2VlZXR1dbl+/TrwvS0bEhLCqlWrSE1NJTw8HA8PD3x9fWlsbERCQoJ+/fqRm5tLV1cX+/fv58CBA8jIyBAbG0thYSGhoaGUlpYKGLCWlhZ37twhLS1NrJx7+FStra2MGzeO1tZWMUXpWbf4+PiIl6SejFx9fT2ZmZliAt3Tmty4cSMGBgaUlpYSGRlJcnIyvXr1QkdHh5SUFKZNm8asWbMYM2YMzs7OlJaWCoBrXl4eQ4YMQVlZGQsLC6ytrRkzZgy6urrs3LkTX19fOjs7uXTpEvHx8QQGBmJsbMzAgQMpLCxEUVERCwsL9PX1Wb9+PStWrKC7u5vPnz8LgG7Pm35+fj4pKSk8efKE1NRUHBwcGD16NGvWrGHv3r0cOXKEuLg4Xr58yYIFC0hNTeXixYtUVlbi6uqKpKQk0tLSLFu2DE9PT6Gyy8/PF87Pzs5Onj59yoMHDwgPDxe5nubmZsaMGUNWVpZoHZ4+fZqMjAw6OzspKSlh6NChlJWV8cMPP6CtrU18fDx6enp8+vSJvLw8AZYOCgqisrISMzMzamtraWpqYvDgwZSVlWFubk58fDxlZWU8fPiQESNGsGTJEqFO+vfff3n06BGWlpbo6+tTVFSEvLw8UlJSeHh40N3djaSkJPr6+jx69Ih58+YxePBg3NzcGDdunABdz5s3j6SkJEaMGEF+fj7t7e0oKCigqamJo6Mj+/btY8WKFfz8889k1NdjvHw5lxUU+Ozmxsf/8DD37NnDX3/9xfv37zl9+jQDBw5ETU0Nd3d3Ll68KCZrPVuOq1evcvv2bRF4P3r0qCgN9Lx09GxmNDU1sba2Rl1dnb59+/LXX3+xbNkyLl68iKOjo1gTPn78GBcXF3bu3ElOTo6IFNTW1op4i4uLC+bm5nz+/Jnq6mrGjx8vGGd6enoUFBRQVFSEnJwcx44dw9vbW6yZ1dXVOX/+PA4ODri7uwv3cWxsLFu3biUwMJC//vqLx48f8+uvv5KcnMy4ceN4/fo1kyZNwsTEhK1bt4oi3q5du9DT0+Pw4cOsW7eO9vZ2uru7CQkJ4ejRo2KiuXr1asHSS0hIwMTEhHPnzjFixAimTJnCggULyM/P5+vXr2LapqWlhbOzM/Ly8vzxxx+8e/cOa2trgdsZNmwYjx8/5tatW4wcOVK8qFhYWFBVVUXv3r2pqqri69evbNy4kUmTJtHY2IimpqbQtm3btg0XFxccHBzw8/Pj0qVLZGVloaKigrS0NNHR0cybN+9/B7X/5vPnn39G7tmzh+TkZJYuXSp+XD1EcSsrK+Li4khLS0NCQoKvX7+irq7O58+fiYiI4NKlSyxevFiM4CdMmICdnR2vXr2iq6sLHR0d2traKC0tZffu3Zw4cUIQ+v39/dm1axcjRozg0KFDWFpaoqyszMKFC8nNzaVPnz6i/ZKdnS1IzJWVlbS3t+Pt7U19fT1Pnz5l5cqVZGRk4ObmxqtXrxg5ciQtLS3o6+vz999/8+nTJywsLNDR0aGwsBAtLS3BeDE0NCQzM5OioiLS09MJDAzEz8+PU6dOUVJSgpubGxkZGVRXVzNp0iTi4uJQU1NDR0cHMzMzAgICeP36teDg9FC7nzx5wpAhQ9ixYwf9+vXjxIkTJCUlCXKzq6srzc3N7Nq1i6lTp6KgoICuri4HDhzA29ube/fuYWlpybhx42hpaWHkyJGoqakhKysrbrTPnj0Tcul79+6RmZnJ3Llz2bFjB3p6emzatInx48fT3d3N7du3sbW1ZdWqVcTExLB27VrxBqutrY2GhgYKCgrCldfQ0EC/fv3Yv38/fn5+tLa2CldjT5v20aNH+Pr6immbjo6OwGTMnTuX3NxcZs+ezezZs0U7+PDhw4JXpaenx+7du7l69SpDhgxh4cKFLF26lAMHDpCSkkKfPn3EdHHfvn3cu3cPVVVVel4upKWlUVJSwsTERDzMewDHgwYNIjg4GAkJCdLS0pCSkkJdXZ2JEyfy5s0bDAwMGDZsmECanD59Gnl5efbu3UtJSQkbN27k9OnTaGtrM23aNEpLS/n9999xd3dnwIAB5OTkEB8fz5w5c7hw4QKlpaVERETw448/Mm/ePMzMzHBycuLEiROYm5tjb2/PlStXMDExQUZGRjhKtbS0KCsrIzg4GCMjI3744Qdqa2uxtbUVAvjo6GgqKiqQkZFBS0tLFEs+fPhATk4OtbW1xMXFMW/ePKytrcWLQQ+AUkpKil69erF+/XoWLFiAsrIyLi4u3L17l66uLjw8PBg8eDAxMTEcPHiQ2NhYdu3axZs3b9iwYQPV1dUsXbqU0NBQBg0aRFRUFIMHD+bYsWPk5+dTX1+Pv78/mzZtwt7eXmAdxo8fz4kTJ3BwcBDtr9jYWNrb23FycuL169diyqilpcXdu3cFOy0rK4uioiISEhL4+vWreElasmQJenp6VFRUMGvWLAoLC3F3d+fr16/MnDmTqKgoevfuzePHj4Xb0tnZWXgnk5KSePv2LaampgwePJirV6/S0NDAr7/+iqamJjt37kRVVVUUqSZPnoydnR3Pnj3j3LlzDBs2DDMzM6ysrDA1NSUoKEisk4YPH86SJUvYtGkT1dXVjB49GgkJCRwdHUVOKjo6mpCQEMzNzTl58iT29vYUFBRgY2ODp6cntbW1uLu74+TkxIcPH0QmrqCggPfv39O/f3+UlJTo6OhgwIAB3L17l/nz53P//n1UVFSYOXMms2fPJj4+nrCwMCQkJLC1tSU1NZX169fj5uZG7969uXTpEpMnT2b37t1oaWmJ4oG6ujp//fUXO3bs4ODBg+zatYuffvqJpKQkDh06JIwv+/fvR0FBgRcvXjBixAhGjRrFyJEjef78OUOGDKG8vBw3NzeWL19OXFwcM2fOxMrKCn9/fzQ0NDAyMqK2thY1NTVGjhzJ48eP+fjxI5aWliQlJeHj44OlpaXATBQVFbF48WJ2794t7CE2Njb06tWL3NxcXr16hb+/P8OGDePGjRtkZWWxc+dOampqGDt2LGVlZXh6evLmzRscHR2pq6vj1q1bFBYWoqSkhI6ODgUFBcTExBAVFYWUlBTa2tpISkqSlZVFRkYGCgoKBAQE0KdPH+rq6hg+fDhZWVmC76atrS0cn+Hh4ZSVlTFgwABaW1uZPn06o0aNora2ltjYWCIiInj48CFOTk6kp6eTn59PQEAAjY2NvH37lgEDBuDp6UmfPn0oLCzE0NCQPXv2CKl6WloaXl5eGBgYMGbMGCQkJARNoacdLi0tzd69e5nl+vPeAAAgAElEQVQyZQoXL15k3bp1aGtrA99X6I6Ojri6urLw/7H3X1FVXu8bNTwp0nuTJtIEBBWUoqKISBfEBmpQRCVq7CHW2EsSjS1GEtTEGkWxxYZiRCwBVBSkifQOSlWKgPT3wI/1jf/Zb7xjvGdZhx5sZO/N86xn3dc157JlvHr1ilWrVjFp0iQOHTrEzZs3WbRoEfr6+kyePJlz585RVlbGunXrKCgoYNiwYWJqk5CQwKBBg4TxwNTUVIz4IyIiyMjIEI3pR48eMWXKFC5evMiyZcv+26j9L+vMmTM7379/z8ePH0lJSRFso/5mYj9/Jzo6WmhENm7ciK2tLZqamty/f5/q6mquXLki6ujXrl0jICBABBHd3Nywt7dn06ZNyMrKsnHjRs6ePcugQYMICwtDQUGBnp4eQRr/7bffWLBgAT09PUhKSiInJ4eSkhInTpxAU1MTTU1NwW1Zs2YNWVlZYlTj6OiIhIQE6enpXLhwAR8fH6FMio6O5uXLl0yfPp1Pnz7R1dVFWVkZ7969o6ioCHV1dUaPHk1sbKwY1fWjNwIDAxk6dChqamoMGDCAtLQ0DAwMWL16NaGhoWhpaTFjxgw8PDyExLe8vJyCggKBiFi7di1jxozhxo0boiG3Y8cOzp8/j6SkJC0tLcjKyjJ06FBiYmLE5nn//v3o6+tjYmIiTgB37NiBtrY2+fn5WFhYoKmpyZEjRwgJCaG9vZ2pU6fi5+cncgQXL16kqamJ9vZ24uLiaGhoYP369Xz69InvvvuOZ8+e0dDQwPjx40VWxMPDAwMDA8aPH09ubi4lJSXi5MfGxgZ1dXVkZWW5efMmKSkpBAQEUFpaysOHD/npp5+Qk5NDQUEBAFNTU1H1HjhwICYmJhw/fpynT5/y/fff8/jxY7766is2bdrE+PHjMTQ0FGHW4uJiGhoaxAnC+/fvsbKy4qeffiIwMFB8J6SkpGhqauLOnTt0dnbi7OyMrKws5eXlonI+fvx4tm/fzvTp0wVDSUpKis7OTo4dO0ZXVxdpaWlC7+Ps7ExGRgZSUlLs2LGDI0eOoKSkRHp6OtbW1tjZ2aGhocGbN2+QkpJi8ODB6OnpifC2p6enAHw6ODgwceJETp8+TXt7O3PmzKGuro6amhpCQ0Pp7Oykq6uLt2/fMmbMGFpbW7lz5w4KCgqEhITg5OTEvHnz+Pvvv/Hz8yM2NpZBgwaJ8kpiYiIeHh5iBOLv78+LFy9oaWnh1atXdHV1oaKigrq6Ovfv32f48OE8ffqU0aNHc/XqVdG4nDhxIpMnTyY1NRVra2sWLFiAlJQU5eXlAsdRUlJCTU2NGKN7enrS3d3N+/fvGTp0qNAdFRQUYGBggImJCTo6OqiqqoqGZ/9JqL29PRISEpSVlbF+/Xp+/vlnGhoaxPjO0dGRiooK7t+/z+nTp0lNTWXMmDHo6OgQFxdHcnIymZmZTJ8+ncbGRmJjYwkICGDnzp2cP3+e7u5ubG1t+fTpE8rKylRWVtLX10dycjIWFhZs3ryZiIgIbG1tMTQ0FMLoNWvWoKGhwZ49e4iNjWXx4sX09PRgbGzMixcv+PTpk8ix9rPi1NXVGTFiBDY2NoSEhBAWFiYajrW1tVRWVqKsrMzWrVuxtLSkvb2dP//8k4qKCqysrDA0NBSnMioqKnR0dGBqakp1dTVOTk6YmpoKLMLLly8Fj0tVVZXg4GDk5eXp6uqipaVFSOhNTU0pLy+nsrKShw8fEh8fT0tLC4qKivT19bFgwQIBOW1rayMvL4+goCBiYmLQ0dHB1taWiRMnUlZWxrx589DV1UVaWlrEXjQ0NFBQUCApKQlTU1NiYmIERFhDQ4Pr168TFBTEL7/8gru7u9C16evr8/btW4Eqsra25sWLF+jo6KCkpERRURF//PEH06dPR1lZme3bt6OgoEBoaCixsbFCFTdv3jxkZGRYsGABiYmJmJmZMWLECJSUlNi/fz/Nzc3cunWLAQMGUFdXx5IlS2hoaEBJSUnYLPob2OHh4aSlpXH48GFGjx7Ns2fP2LBhA7t376apqQkPDw/y8/NF/svS0hI9PT309PTo6OhAT0+P/Px8li9fTkZGBmPGjOH8+fNs2rSJmpoazM3NKSkpYfny5UhKSuLr64uamhqVlZVIS0szbtw4njx5gouLCykpKejr6+Pg4ICZmRlqamokJSWhq6uLmZkZpaWlpKenY2xsTFJSkmhbq6mpiQ1uQkICv/32G7GxsWhpaXHu3DnGjx/PpUuXCAsLIzo6WnyfZGVl2bdvH3fu3MHOzo4DBw5w8uRJgoKCePbsGVpaWoSEhFBWVoaEhATLli2jsLCQlJQUpKSkePHiBb6+vsKecuPGDeLi4mhsbCQ4OJhXr16hr6/P8uXL0dDQ4OzZs/+ZCf7XdeLEiZ2zZ89mzpw5GBoa0tPTI0aCAKGhoRQWFrJ3716MjY0ZPXo0t27doq2tDVNTU2xtbenu7iY8PJzdu3fz8eNHFixYIG5y/UHLsrIyAgMD6e3t5f79+2zevJnIyEhUVVWJjo4mPz+fR48e4efnx9SpU1FSUuLIkSPC+dnR0UF6ejouLi4ij9HX18fo0aNxdHTk7NmzBAUFoaCgQEJCAmFhYYwYMYL9+/fj5eUFfCkkqKurs3z5coKCgujt7eXnn38mKyuLUaNGUVdXh7S0NBMmTMDd3R1jY2NSU1PR1NSksrKS8vJyuru70dPT49GjR9TX17NmzRo0NTVRU1PD3d2dkpISJk6ciJGREXl5ecyZM0dQt//880/BUps9ezYJCQn4+voKjczy5cvFCcDkyZORlZUlLS0NCwsLrly5Ql1dHdHR0fzzzz8CUTFw4EBUVFSora3FwsKCWbNmiRFy/+mKgoICBgYGLFq0CFNTU4YMGYKrq6tAlkhJSfH69Wu0tLQoKSlhwoQJ3L17lylTprBo0SLBWDMxMaGvr0+8Bz09PaJcoKqqSlxcHB8/fsTd3Z2wsDCUlZU5evSoyGIZGRkRGRlJWFgYL168oKKigp6eHk6ePMnGjRuxtrYWT4uVlZU4OjoiKytLcXExubm54jSvp6eHgoICJCUlGTNmDDIyMmRmZvLq1Svc3d15+PAhu3btYvv27QLlcvfuXebOnUtaWhrOzs5IS0vT1tbGoEGDUFFRYcCAAXh4eJCUlIS/vz+tra3o6ekRHx/P6NGjefjwIeXl5XR2dgp2lqamJiYmJqLl3K9m6W8afvfdd7x79w4jIyPs7OzQ0dFBR0eHnJwc0tLSxFjHycmJ48ePC02bv78/RkZG+Pj4kJeXR35+PklJSZSXl+Pm5sanT5/Q09PD2tqaK1eu/B9XrJKSEkpKSqxcuVK0hOXk5Fi6dCllZWVISkpy8eJFpk+fLqjl/fDXzMxM4dv88OED7u7ugus3YsQIUTwZMGCA4DU1NzcLldirV6/45ptvkJCQoKSkhNbWVtGcnDhxIlOnTiU4OJj4+HjU1dWpqKigsbGRv/76C0VFRYqLi4mMjOTw4cPk5eXh4eGBuro6Q4YMITw8nKCgIGEw6GdPNTY2Ii8vz6hRoxgxYgQfPnwgIyOD1tZWWltbhYtyyZIl5OfnY25uztmzZ1FSUkJVVZWamhp++eUXodD56quvyMrKYuDAgfj7+6Orq4u1tbW4gXp7e3Pp0iVMTU1JT0+npaWF3t5ebty4wcKFCykuLmbixIlISkqip6fH6dOnkZCQEH+rb9684ezZs8jIyGBoaIidnZ047ekvVdXW1jJw4ECKioq4du0ara2teHl5UVxcTFtbmzgh7n9vPnz4IG7CcXFxAsJ89+5d3NzcyMrKorm5mW+++Yb79+/T29vL+/fv6ezs5Nq1a8yaNQsNDQ2Cg4MJCAggJiaGuro6JCQkkJCQEC3xpqYmJk6cyB9//MHr16+Fm1lRUZGxY8cCXwLk586dY+fOnWhoaHDlyhVMTU2Jjo6mubmZM2fOiPf8+vXrGBgYiPb5oEGDiI2Npbu7G0VFRUxNTVmyZAmHDh1i4sSJxMbGsmrVKp4+fSre387OTrS0tJg9ezaRkZGCO/ngwQPGjh3L4cOHWbdunSj3ODo6UllZyYsXL/D09MTHxwc/Pz9WrVrFlClTKCwsFAW23Nxc5OXlaWlpwdXVlStXrnDv3j1mzZpFTk6OmLQ8efKEN2/e8OrVK9ra2nBzc+PKlSt8/vyZ5ORkFixYQFVVlTAW9LeIu7q6yM7OxsrKCjs7O4YNG8aWLVtwcXEhIiKCOXPm8ObNGyorK6mvr8fQ0JArV64gKSmJjY0Nc+fOZcyYMezcuVPAkft9znJycuK0NT09nREjRtDQ0MCaNWsEAiYiIgJ5eXlqamqwtrYWbUwLCwvs7e2pqKggODiYo0eP8vbtW5YsWcKLFy+wt7dn8eLF7Nixg6+++orbt2+zevVqGhoahDJPU1OTiRMncvnyZVxcXDh69CgODg4iy9nZ2cndu3f/pxO1/1qfgJaWVl9eXh5FRUVcunSJ58+fs2/fPiIiIoAveZw1a9ZQX1/PuHHjCAsL4+zZs7i7u2NkZERrayudnZ3o6OiwadMmTp8+zS+//IKvr68g8c+dO5fvvvuO0NBQcfPr5451dXVRU1ODrKwslpaWhIaGMnv2bMHSuX37NvBFmt7c3ExWVhahoaGEh4fT1NTE2bNngS/kfhUVFQ4cOEBMTIyg8Xt7ewu6tKmpKdra2qKV8ubNG6SlpdmwYYNozLi5ufHPP/8wbtw4Tp8+zerVq8nJyUFXVxeAu3fv4unpKSCVdXV13L17V7TWVq1axalTpwgLC6OpqQlVVVUOHjzI/PnzBcT2119/RU9Pj8uXLzN69GgMDAxQUVGhsbERIyMj3NzcALh+/ToqKiqCWP/w4UMsLCwAuHr1Kq6urujo6JCbmytUKStWrEBeXp6tW7dSVlaGi4sLAwYMEMTsU6dOcePGDeBLGDcmJoY7d+6IduCcOXOYMGECc+fOJTk5mYyMDL755huqqqoEGLW0tJR58+YBEB4eLrIjkyZNYvny5SxdupQhQ4YIgfXOnTuxsbHh0aNH1NTUcPPmTQD++usv8bm8e/cOfX19srOzWbp0KfClZZeSkoKGhgbm5uacOnWKmpoadHR0aGxsxMPDg8+fPwNfbhBBQUEkJCQwevRoXF1dmT9/PoGBgWhpafHmzRsOHTrEmTNngC/GjY8fPyInJycQCB8+fMDV1ZWqqirU1NS4c+cO1tbWVFVV8fjxYxYtWkRZWRkPHz4kNDQUWVlZkpKS6O7uFmFxFRUVysvLuX79Ok1NTdjZ2XHp0iVhqhgyZAh37twRHk4pKSlOnjzJhg0bRJtOSkqKWbNmUVxcTHJyMps3bxZt6OfPnzNq1ChkZGTIzs5m5syZwhTQ0dHBnj17gC+sPz09PXGxDwgI4NGjR3h6enL06FHmzp3LgQMH2LdvHzExMTx9+pQdO3awefNmFi1aBPz/2XW3b98mIiKCefPmsWPHDuLi4rC0tGTq1Km4ubnh6+vLlClTkJOT48iRI8IKAZCXl8fs2bPFhu7KlSsUFhbi4OCAubm5MG/Al7brzJkzkZSU5MSJE+zbtw/40pIuKysjISEBPz8/fv75Z9zc3LCxsaG9vZ3W1la++eYbTp8+zZgxY6ivr6e4uJgFCxbw/Plz4IuV5MKFC5w8eZKkpCQRoSgrK6O3t1eUmdTU1LCwsEBGRoaMjAzKy8sFn+67777j8OHDXLhwATc3NzZu3MjRo0fZunUrz58/Z+zYsTg7O4s8pampKWZmZgQEBJCZmQl8wWz0XwPDwsK4fPmyQB31v0b/z5oyZQrnzp1jx44dqKqqcv36dQDh3LS3t+eHH34gMjJSjN9mzpxJcHAwgYGB6OjoMH78eGpqasRGYu3atcCXTcjGjRu5d+8ey5cvZ+vWrXR2dlJZWYmVlRWPHj1i1qxZ3Lp1i3v37nHixAmio6N58eIFR44cAaC1tRVHR0c2btyIk5OTaHKmpKSwe/duFi1axLRp0/7P/aarq4vu7m7k5eXFv7169YqWlhYmTZrE48ePMTY2FhnX69evs3//fnJycpCQkMDKyorS0lKWLVvGxYsXgS8tRyMjI1RUVPjjjz/w8vJCRUWF7OxswTTr7e1FUlKS3377jbFjx3L79m3xkAcIvuK9e/f+z2d96tQpGhoamDdvHrm5uVhbW4sR/d9//82pU6fIzs4GEA5Uf39/nJ2dmTZtGk5OTgwZMkRYFHJycpCSksLb25sjR44IjFR/K1hGRgZ1dXUaGhqQl5cXKsTU1FR27NjB77//jo2NDXv37uXUqVNs3bpVXEffvn0LgLW1NYsXL8bDw4POzk66u7vFg0b/qd+YMWPEfbCuro7nz58TEBAgPpMLFy4Ir7ScnBzV1dW8ePGC4cOHCzNPQ0MDt27dwtbWlkePHmFvb8/gwYOFTWHq1KlCGD958mR6e3tFYzwgIAAHBwdSUlL+a33+L6t/9Onn58fHjx+JjIzk4sWLXLlyRQSGS0tL6e7u5tChQ2RmZgp8xcOHD8XNwsnJCUVFRcaMGUNLSwutra0EBgZib2/P/v37OXDgAIWFhWhpaVFWVsbQoUNFAFRfXx8dHR2eP3+Oj48PnZ2dzJgxQzwpzZgxg927d7N8+XL09fWRlJQUY6X+U8CSkhK8vLxE/qI/O9FfjmhpaaG+vl5Uu48cOSIupH5+figrK/Phwwfa2tooKCjg+vXrjB07ltzcXAYPHkxVVRWNjY1s27YNZWVl2traGDduHLq6uv8HyvjixQtSUlKorq4WI1gzMzMOHjyIhIQE+fn5KCoqoqGhQV5eHqGhoXh5eZGSksKWLVuwtbUlPz+ftrY23N3dUVdXJzExkdevX6OiooKtra0ILff7LiMjI5k/f76Q3UpKSlJXVyd8d6ampgwdOpRHjx4JOXdwcDBpaWkcO3aM/fv3C3zKrFmzhJro3r17okxw//59lJWVkZKSYt++fXz99dcAgmH08OFDZGRkcHJyIjExEW1tbRQVFcU4b/jw4RQWFjJ//nxRnb9//z6fPn1i3LhxtLS0cOfOHQICAkhMTOTvv//GysqKjx8/4uDgwI0bN3BxcRFttVGjRhEUFISMjIxwhW7ZsgV7e3tKS0vx9fUV7dhffvkFPT091qxZI0Lb9+7dE+Luw4cPk5KSQk9PD3Fxcfj7+3P37l1GjRpFamoq7e3t3Lp1C3t7e3p6eqitrRWamv72ZnFxMVVVVdy5cwddXV2Cg4N59OgR06ZNo6uri4CAAN68eYOFhQUDBgxg4MCBDBo0SLSOT506JTQy/Ty/v//+m8mTJxMZGUl5eTlRUVHk5uZiaGjI/fv3GTduHFJSUnR1dTFr1iwmTZrEqFGjOHHiBLdv38bV1ZVt27ahqanJqFGjePr0KSNHjiQrK4uhQ4cSHx+Pr6+v4I+VlpaydOlSDh48SGpqKl1dXSQkJGBqaipOdkpLS5GTk8PZ2Zndu3cTFhYmkCTOzs48evQIc3NzNDQ0UFJSwtjYmIqKChITEwX6QlVVlbS0NHx9fRkwYAA5OTkMHDiQmJgYOjs7ReGhuLhYNDzNzc3ZtGkTx44d48qVK+zevRt3d3c0NTUJDAwUJx3Z2dnis+ru7sbOzo5BgwbR3NzMzJkzxWakvb0dSUlJ2traBCJDVlYWBwcHpKSkgC94kv4TroKCAgDMzMxQV1enpKSEqqoq1NXVef36Nb///jtDhw7l119/Zfjw4YSEhJCeno6JiYm4jhQVFYnfW11dncrKShEPMTQ0pLa2lr///lsYCCwtLfn48SPe3t4AAihqZ2fHmTNn6OrqYsSIETQ1NQkBt6qqqih1KSsrs3HjRjIzM8nOzsbExITIyEju3LlDe3s7W7du5d9//+Xbb7+lurqaixcvMnLkSNra2gS3Kzc3l8mTJ9PT08PHjx9FsaStrU3EQMLCwgTyB748AFpaWtLb28u5c+fw9vYmPDycjRs34u7uTn5+vpi0tP//ygb5+fls27aN8ePHExcXx+DBg5GTk2Py5Mns3buXlpYWwdX8448/OHbsGGlpadTX12Nvb89vv/2Gs7Mz586dQ1ZWFhsbG8rKysTGp7GxkYqKCrS1tXFwcMDNzY2Ojg5Gjx6NiYkJtra2wkespqZGS0sLw4YN4+PHjwwePJhhw4bR3NyMuro627Zto6uri+LiYg4ePCjYatOnT8fCwoKYmBjCw8PF7z127Fjy8vJYtWoV2traxMfH4+npKYpWnz59YuTIkSgpKeHo6MjPP//MkCFDqK+vF9k+Nzc39uzZw6pVq+js7GTdunU8evQIFRUVPn/+TH5+PmlpaZSVldHS0sL79+/Jz89n8+bNvHjxQmj8+luY/eWh8vJykZHMysoiLy+P3NxcnJ2dSUtLE6Pqfl5qQUEB8fHx6OjocPXqVXp6erh48SLOzs5YWVnx6dMnJk6ciJWVFf/++y83btzg22+/RU1NjdbWVoYNG8bx48eRkJDoL7D8N/r8X9bRo0d37tq1izNnzvDq1Ss0NDQEZNbLy4vS0lLmzp0rUAYZGRmYmZlRVVWFtbU1p0+fZt26dYSGhmJjY8M///yDkZERnZ2dBAYG8ueffzJq1CjCw8PR09NDXV0dJycnNm3aJFQ6PT09aGtrExwcTFhYGDY2Nvzwww+MGjUKeXl5pKWlhW+y/4tVVFREUFAQ3d3dxMfHExcXJy4cXV1dAla4aNEifvzxR4YNGyYAl4GBgSxYsIAHDx4ImKumpiZ1dXWMGjWKxMREcbHsL1P4+vqK/8PChQvp7e1FSUmJyspKLl68KGjZAwcOJDw8nISEBAIDA6mqqmLYsGGCbt2fYekHSg4ePJh79+4hISFBX18f3t7e+Pr6snfvXl6+fAl8OeXT19fH2tqaV69eCW3SjRs3qKurQ1dXF2NjYyFwLy8vp7GxkaysLNTV1XF3d+fOnTvIyspSWFgonli1tbXR19cnKyuL2tpaOjo6cHFxwdbWlpaWFuTl5VFVVcXU1JQVK1ZgY2PDx48fOXDgAD/99BNPnz5FQkKC58+f4+joyOHDh3FxcWH27NksW7aMkSNHIi0tjaqqKnJycsybNw8VFRUuXbrEn3/+ibGxMXJycjQ2NnL48GEuXryIpqYmcXFxjBs3jr6+PmRlZcXp0759+wgKCkJSUpJvv/2WVatWiYZWfzB637591NTUoKKiIph2+fn5VFVVUVtbi6+vLx8+fCAnJ0dARS9dukRHRweampo8efKEkJAQhg4dyrNnz4REfc+ePaLROWLECFxcXEhKShJPzI2NjaioqPDjjz8SHh5Oa2srnz59wtvbG1dXV9LT05GSksLIyIhHjx5RV1fH69ev8fLyEkBNVVVVDA0NuXr1KhUVFaipqRETEyNYZubm5nz33XfCBPLkyROsrKywtbXl4sWLvH79WqByFBQUUFJSorS0VLRatbS02LVrF7t27UJRUZHy8nIxeur/vUpLS2lubhZ4k8jISFauXMmBAwdEI3T48OGYm5szZ84cDh8+jLKyMi4uLiKjJy0tTXR0NJmZmSQlJSEhIcGSJUtob29HQkKCCRMmMGTIEPbu3cuAAQOEeu3QoUMkJCSwcuVKFBQU6O7uFq89e/ZsLly4wLBhw8jJyRFuUQ0NDb7//ntSU1PFjXXFihU8e/YMRUVFjh49KgTejY2NQoTdj5jof01FRUVxjVixYgUKCgrExMSgr69PQEAAQ4YM4cCBA8ybN4/k5GRaW1sZOHAgxsbGPH/+HBUVFTQ0NBg/fjxjx45FVlaW1NRUfvrpJ0JDQ7Gzs8PMzIy3b98SHx/P+fPnGTZsGHZ2dkycOJGqqir27NlDVFQUJ0+eRFZWlvT0dHp7e7G1tRVGEQkJCeTk5MTot7/0NXnyZC5evEhPTw9GRkYYGBigqqrK5cuXOXXqFOnp6axZs0ZwuJYsWcLNmzcpLS3lzp07zJo1i4qKCp4/f052djYaGhoEBARQU1PDp0+fyMjI4Nq1a9jb27Nt2zYePHhAamoqWlpajBw5kh9++AEHBwfevHlDSkoKKioqLFy4kI6ODhQUFMjNzSU6OprHjx9z584dIiMjiYqKws7ODikpKZqbmzl58iSzZ89m3rx5SElJ0dDQwKBBg3jz5g3KysrIy8ujrq6OlZWViGrIycmhra2Nmpoaa9as4fDhw0yZMkWYS06fPo2zszPy8vLEx8fT1dXF9evXGT9+PCkpKRw/flyMSd+9eyc2s5WVlbi5uWFqasrgwYP5/vvv8ff359ixY/zwww8kJiaydOlS1q5dS3d3t2gu5+XlMXPmTPbu3YuXlxdxcXGYmZnR29uLhIQE0tLSTJkyhba2Nk6fPo2VlRVLliwhMjKSY8eOIS0tjb+/PxMmTBDqwLS0NAoKChg6dKg4VXz06BEPHjxAQ0OD48ePY2xszOLFi3F0dMTExAQPDw+Ki4uFRL2hoUHos96/f09raysTJkxg4MCBvH37Fjc3NzZv3szEiRMZOnQoP//8M7q6ugwZMoT09HRsbGyIjY2lublZZAtTU1PZt28fTU1N6OnpMWTIEJ4+fSrE8f2Rmbdv32JrayvoCdbW1kRFRVFRUfE/bdQk/7/dAv23/lv/rf/Wf+u/9d/6b/23/t+u/07UgEOHDu3s7Oxk/vz5zJo1S3gn+8PPCQkJNDc3Iy0tTWRkJLq6upSWlpKcnMzVq1e5d+8ezc3NmJiYCHl5XFwcEhISrF69mqCgIJSVlVm/fj0KCgqoqKiwfft2zp07h42NDVlZWZSXl5OTk8PGjRtJS0sTbUYvLy+uXLkiigbLly+noqJCtJIkJCT46aefcHV1xdbWlqKiIjZt2iTq7Pb29mzcuJH6+no6OzuFUqWurg5zc3Py8vJwd3envr6ehw8f4unpyc6dO1m8eDFv376lubmZXbt2sWTJEjIyMigpKbtngOcAACAASURBVKG+vh49PT2ampqoq6sDvih1YmJikJKSEigER0dHLly4wKVLl1i4cCH//vsvNTU11NXVoampiY6ODomJiZSVlQnCeEpKCoGBgRw4cID58+cze/Zs8vLyqK6u5unTp1haWmJqaoqBgQHKysp0dHSIgPfff//Ntm3b+PjxI2vXrhWFkOTkZM6ePUtjYyOrV69GUlKS/Px83r17R25uLhUVFYSFheHv709JSQm//vorSUlJ+Pn5MXnyZPbv3w+AsbExpaWljB8/nqKiIk6cOEFRURHm5ub88ccfnDp1iqqqKnJzcykoKBDqnWnTplFZWUltbS2HDh0SvsANGzbQ3t6OpqYmY8eOpa+vj4cPH5Kamkpubq54Mjtx4gS//vor2trazJo1i6FDhwpIb1BQEPBlfKKjo0NlZSUODg7U1tYydepUoqOjUVBQQFJSkpycHGRkZFBVVaW4uBhPT0/27NkjALlqamrMnTuXxYsXc/ToUQYMGEBycjLx8fEA3Lx5k8mTJ/Px40eCgoLQ1dUlNzeX/fv3k5SURFhYGEZGRowcOZKHDx8KFEV/ED8kJIQHDx6QkpLCqFGj+Oqrr3j37h0xMTFYW1szadIk6urqkJGRQV9fn4sXL6KmpsaKFStwcHAgKytLjNK1tbX5888/CQ0NxdramsjISHx9fdmyZQsRERFMnjwZBwcH2traqKys5JtvvqGurk5w5fotDra2tuL0Zv78+WhqarJ3717279/P+PHjMTY2Jj4+HldXV0aMGIGWlhaBgYG8f/8eW1tbfvvtNxQUFHjy5AkbNmzg/Pnz+Pn5cenSJVauXImzs7PIK166dImuri6UlZW5fPkyycnJwjM6duxYgVT4+uuviYmJEbobExMTSkpK+Pfffxk2bBj//vsvTk5OAq8gJyeHqampyPrIyMhQUlLC+/fvUVdXZ8mSJXh6evL06VPxN2ZmZsbAgQPx8PDAzs6O6Ohourq68PT0JD4+nsDAQOGG7cdHtLS0kJqaypQpUwgJCUFXVxcfHx/WrVsnBN3KysqMGTOGu3fv0traSn19Pfv27ePBgwcCjj148GDs7e0JCQmhrq6OmJgYvvnmGywtLXn//j2SkpJ4enrS1taGhYUFly9fZsaMGcjIyHDnzh3Ky8vZv38/165dIykpCUVFRUaPHs2RI0fw9vbm7du3BAcHc+HCBV6/fs3Ro0cFwLnfidnflmxvb6evr481a9bw4MEDPDw8mDRpElVVVZSWljJmzBgeP35MTU0Na9euRV5enqioKP7880+mTZvGpEmTGD58OE+ePOHXX38V3td+X7CamhqWlpbs27ePSZMmkZqaSmxsLAkJCeI0fdy4cZw8eZK+vj5+++03Lly4gLe3N0pKSsI16uXlxYMHD/j222/ZsmULc+bMISIiAmNjY6GXi46OZvfu3eJkNDMzk3PnzvHjjz8yadIkfH19SU5Oxs7OjpqaGhwdHUlMTGTChAnis8nJyaGurg4lJSXevXvH27dv0dTUZNGiRUyePBltbW38/PxELKE/p5uRkUFpaSm1tbV89dVX9PT0iLb0lStXuH//Ppqamnz+/JmlS5cSERHB3LlzWbt2rTBk9K/+sXtbW5sgLsyYMYOCggJ8fHx4+PAhNjY2mJiY0NnZiYmJCWvWrCEjIwMFBQXq6uq4ceMG9vb2Iv8cHR3N999/DyAKepMnT+bYsWPo6ury4sULUbR4/PgxqampbNy4UXiVGxsbGTx4MHl5eYSFhWFhYYGsrCx1dXWi5OTr60tcXBwA0dHRxMfHIyMjQ2xsLMOHDxcTgpcvXzJ06FA8PT3566+//ht9/q/r+PHjO52dnQkICGDz5s309PTQ29uLrKwsHR0dhIaG8u7dO5SUlKitrcXOzo7e3l7evn3Lhg0bOHz4MEpKSly/fp0ZM2agp6fHx48f0dHREc2r/tm1lZUVGRkZhIeHk5qays2bN5k0aRKxsbGUlJSgqKgolC+lpaWoq6ujp6eHvr4+CxYsQFdXlxUrVgg6+vv371FVVcXc3JyIiAhWrlwpguetra0cPnwYKysrqqur+fDhg8hAvXr1CikpKRQVFbl9+zaXLl1i48aN3Lx5k7dv3xIXF8eGDRuwsrIiNzeXo0ePikappaUlp06doqysDA8PDz58+MDjx49FYy4jI4OwsDCePHkiQIlaWlo4OztjaGiIubk5SUlJItsyb948cnJySE9Px8HBQVTho6OjsbOzE97K2NhYkpKSuH79Ovfu3UNGRkbcgGRkZBg0aBCJiYl0dXVRUFDA77//jpeXF+3t7aSkpHDlyhUGDBjA0qVL+fDhA8XFxZiamqKiokJZWRlHjhzB0NCQ0NBQpk6dyunTp9mzZw/y8vJs2bIFaWlpEWZuaWnhm2++wd/fH3V1dXx9fTl//jz29vY8evQIXV1dbt68SVhYGOHh4VhZWTFgwAAcHR2pqqri2bNnJCYmsnjxYkxMTIiPj2fChAl8+vRJvE+urq7k5ORQXl5OTEwMDQ0NjBgxgsuXL+Po6MjXX39NQUEBI0aMQFtbm3379tHQ0MCiRYt4+PAh48aNIysrCysrK4YNGyaE1UeOHKGtrY2XL18yf/58srOzGTlyJBYWFhQVFXHy5ElcXFwwNTWlu7tb1Ny9vLzw8/NDUlKSH3/8UVDNJSQkmDVrFteuXRMKngULFiAjI8PXX3/N5cuXkZeXx8DAAFNTU3x9fbl58ybr168nMDCQsLAwcVM1MTER4mx1dXXx82/dusXcuXMxNTUVxH53d3cCAgJQUVEhISEBf39/Ro4cKfyidXV1zJkzh4ULFwrm0++//86SJUuIiIhAV1eXgQMHUlpaSnBwsEBp9KuHWltbiY+PJygoSLDgfH19xSa0trYWFxcX9PT0mDBhAuvWrePly5cCsyAnJ0dfXx/x8fEkJycjIyNDV1eXYNyVl5ejqamJiooK58+fFzLu9+/f8/btW8aPH8+rV694//49586do66ujtWrV2NkZISsrCzq6uo8ffqUixcvsnfvXkGY7/cX2tvbC21Zfn4+c+bMQVdXl5ycHGHcqKqq4vz588jKyjJt2jTk5OTo7OzEwsKCqKgoDA0Nha2gPzbh4ODA2LFjkZOT49ChQ9jY2ODu7o6LiwvXrl1j3Lhx4vU9PT1JTEzk7t27KCkpUVZWxvv374mPj+fjx49YWFhgbm7O6tWr2bNnD0FBQWzduhU1NTWkpaXJycnh+++/F2PCfn3P1q1bWb9+PVpaWigpKQmlkZ2dnQC42tnZ0dzcTGJiIra2tixZsoSSkhJRjDhy5AiTJ0/G3Nyczs5OWltb0dLS4u3btzg4OPDPP/+gpKSEp6cn7u7uYlPs4+NDdnY2VVVVSEhIUFFRwZgxY/jw4QOTJk0SBPrbt28zfPhwTpw4IXKCXl5eYoO3bNkyAgMDiY6OZvbs2bS3t3Pz5k1UVVWFsaZfndTW1oaXlxfq6uoCAt4/xm5oaMDc3FxolaSkpHBycqKpqYnVq1ezYcMGLly4wPPnz5k1axa6uro4OjpSWFiIu7s7Dx48oL6+nufPn9PR0UFvb6+I1Hz11Vc8fvxYIKAmTJgAIDY0bm5ufPfdd/z111+MGTOG8vJyZsyYwePHj0VhoH/U2///nz17Nq2traJN39TUxD///CPuxwsXLkRFRYXg4GC0tbXJyspi/fr1bN++nUuXLjF8+HB0dHTo6OgQlo/Tp0+zYsUK9PX10dbWxt7enujoaAB0dHTw8vLixx9/RE5Ojjlz5hAQEMD79+8xNzdn0qRJ3Lt3jzFjxuDs7CyiSKNHj6ayshJDQ0Pq6uro6+tDQ0ODxMREuru7BTZryJAhLFu2DDU1NWxtbWlvbxc8UAcHB7y9vUlLS8PBwYGLFy+ycuVKOjo6uHHjBklJSf9x1P7XFRkZuXPr1q3o6ekxefJkjh8/jp6eHkpKSvT19YkigaurK42NjUyaNEmoO+bOnUtFRQULFy6kpqYGeXl5UlNTSUhIEK24/g/3+PHjSElJ4ePjQ2NjI+bm5pSWljJo0CAuXLiAjY0NSkpKBAQEYGZmhqamJlZWVnR0dCAnJ8etW7c4f/48hw8fFm0eXV1dqqqq+PXXXwkNDRUVeVNTUxwdHfHw8GDHjh2ifl5YWIi/vz/a2tro6uqKhuHUqVN5+vQpRUVF6OjosGvXLmbPnk1aWho//fQTOTk5TJ8+HXV1dQwNDQkPDyckJITXr1/T3t5OcHAwKioqpKam4uHhweDBg9HS0uLTp0+YmZkRFRXFjRs3aG5uJi8vDz8/P65du8a8efPw9/fH3t4eWVlZjIyMRCh3wIABgvvV3NxMTU0NPj4+DBo0CGtra549e0ZXVxeDBw/G2toaa2tr1NTU8PLywtvbW5zkSEhI4OnpibGxMSEhIdy8eRMlJSWGDRuGn58f8vLyQq8kLS2NmZkZISEhNDc3M27cOJSUlLCysmLBggUic9R/w+8vHOjq6uLm5oaOjg4GBgb8/PPPlJeX4+rqirOzM4mJicjLyzNp0iSOHTtGa2srK1eu5ODBg8THx9PZ2UlkZCQ//PCDIPJnZGRQUVEBfPGJSkhIUF1dza1bt9DV1aWkpETk33p7e1FVVWXBggWcOXMGaWlpfv75ZxYvXszgwYNpbGzEz89PhNPHjh0rVDjV1dXs3LmTu3fv8uuvv+Lt7c2KFSvIy8sjJCSE/Px8oqKiCA8Pp729naKiIsaNG0dQUBCGhoY8f/5cgGklJSUF6qKnpwd/f3/q6+upq6sjLy+PUaNG0VBYSOKGDUjk5xOTkUEnX2jooaGhoinZ0dHB9OnTqa2txcjIiKKiIuHiGzVqFFZWVsTFxeHq6sq1a9eYMGGCKP/0N9l6e3uRl5enr68PbW1tnjx5wrJly7CwsBAQz8ePH6OsrIyZmZnYTDg5OdHb2wtAREQEHR0dZGZmsmDBAqKiooQnc/jw4ejq6gr+k66uLmvXrhWGipycHPLy8ujs7KStrQ0tLS3k5eUZPXo0Fy5c4Pjx4/z444/U1tbi4+NDbGwsBgYG1NbWUl1dzZ49e9i0aZNQfA0ZMoSffvqJqKgogoODSU9PR1lZmZCQEO7fv89ff/1FWFgYjo6ONDc3U1RUxKlTp5g6dSp6enqcOHECSUlJpk+fLmwSxsbGpKenIykpSUFBgdCn9cM5+09OHBwc+Pz5M1ZWVkIHdevWLb766ivmzZuHoaEhN27cYPDgwaioqIjc3qlTp3B2dmbw4MHCc3n9+nUkJCSwsLCgsLCQ2NhY/vjjD7q7u7l69SozZswQpzmHDh0iOzsbX19fmpqa+P777wUQt6WlhYkTJ+Lh4UFqaioODg5oamry4sUL5OXlsbOzY8WKFYI+32/lyM7OJikpibVr15KamkpmZqbIaO7YsYOZM2fS0NDAV199xdWrV9HS0kJCQgItLS2Rk+ovP7x48UJgmh4/foy8vLxA8GzevBkjIyMyMjLE6enTp09pbW2lsbGR/Px8CgsLSUtLQ1JSkqFDh+Lh4YGhoSEaGhrMmjULKSkpDA0NUVVVpb6+nsLCQoEHmTNnjjhp2759O3Jycqirqwuna2hoKFVVVWhoaKCoqEhjY6N4QOgv/1y5cgUfHx/RVFRUVBR5z/7vd3V1NceOHWPz5s18++23+Pj4kJubS3V1NVOmTGH8+PFChxUcHExtbS01NTWcOnVKaKAmTJiAnJwcgwYNYtiwYfT09Igy0blz59DV1aW7uxt1dXWGDh2Kk5MTSkpKaGtrU11djZqaGgYGBmRnZ4t7R2xsLB4eHrx9+5Y5c+agoKDAmTNnREbV3d0dHR0dHj16REdHB+PGjSMqKoqpU6eyfPlyDAwMmDhxIt7e3pw8eZKxY8fS3NyMg4MDw4cPJzo6Gjc3N96/f4+9vT0lJSXcvn0bbW1ttLW1efHiBd3d3QQGBvLkyROMjY1xcnLCxMSEqKgo4cbOzs5m1KhRVFdX09zcTGVlJTk5OcjJyfH8+fP/FFL/6/rpp592ent7Y2Jiwo0bN4iOjqazs1PwvbKzs1m3bh12dnZkZmZiYGBAcnIy8EVQHhAQwIIFC/j666+prq5GVlYWQ0NDPn36hKqqKhISEty9e5eNGzcyePBgrly5goaGBv/884+Aan7zzTeCmjxy5EgcHBwICQnB3d0dU1NT0WQyNDTk/PnzuLu7k5WVxR9//MGsWbNoaWkRR/VbtmyhqamJJ0+e4OXlhZqaGk5OTuLpXVtbm8LCQgYNGsTJkycpKyvjwYMHzJ8/n927d2NpacmbN2+YP38+7u7uKCgoMGrUKNTU1JCRkWHbtm24ubnh4+MDQGdnJ1lZWbS3tyMtLc3jx48F8T82NhZjY2Ps7OxEG1NGRoZRo0ZRWVmJra0t8+fP586dO0K2bWpqyvTp0xk/fjwHDx5k0KBBIpQuJSXFypUr+ffff5k7dy5qamrk5OSQkJAgQvPFxcVERUUxfPhwysvL0dfXx83NjaSkJGxtbWloaKCgoICPHz9iZmZGcnIy+fn5BAcHIysrS1RUFF9//TW//PILgYGBZGZmYmNjg5mZGdnZ2Tg5OTFmzBh++eUXHj58yJs3bwgKCiInJwc7OzucnZ3JzMwkMDAQJSUliouLqaiooLi4GFdXVzw8PJCQkGD06NFkZWWhqKgo6uRr166lsrKS9PR0+vr6WLZsGWPHjhW18LFjx+Lm5oaZmZmAEffzsFpbW7G2tmb06NEkJSWxZcsWTp48yblz5+jt7SUlJQV1dXWKioqwtLQkOjpaIFT09fWxs7Pj7t27GBgYEB4ezt27dzlx4gRKSkq8fv2a69ev09fXx+bNm4mOjubSpUuiIKGmpsZ3331HZmYmHz58IDIyknnz5jF16lS6urrIyclh5syZJK9ejcmyZUg0N+MIrKup4Y+kJCoVFJCXl2f9+vXcv38fbW1thg0bxqlTp7C1tcXFxUUUGS5fvsyNGzfIyMjg77//ZteuXWzevJktW7aIh6ZTp06hoaGBpaUl/v7+FBUVYWVlRVtbG/v376eiooLHjx+zfPly7OzsKCoqYsqUKZw6dQpvb2+OHTtGRkYGAQEBpKWloa+vL56q//33XyGNVlNTo6CggJaWFj5//szYsWP58ccf8fT0ZODAgRgYGODj48OTJ0/Yu3cvf/31F7NmzWL69OmEh4ezcOFCAgICuHbtGmpqakycOBEVFRVhH7hz5w55eXlYWlqira2Nj48P5ubm5OfnU1tbi5eXF1paWrx8+ZL29naOHDmCsbEx0dHRdHR0YGRkxNOnT0lPT+f7778XdoPhw4djZ2cnCk3Nzc388MMPYtRz48YNEaweNmwYubm5VFVVoa+vz8iRI8nMzBRqr/4xora2NlJSUigoKDBt2jQsLS0xMjIiKyuLhw8fMnv2bFF86ejoQENDAxcXFxQUFLh+/TqTJk1CVVWVqqoqHjx4QFRUFBMnTsTOzo4bN27w+++/k5eXx/Xr1xk5ciRubm68fPmS5ORkdHR0hB/zr7/+Em3RwsJC9u3bx/79+4mIiKCzs5OIiAiysrLw8fER4faFCxdSWlqKpaUlEyZM4OLFiyQkJLB+/XrWr1+Pq6srDx48EGWYzMxMYZfJyMhg+PDh3L17V1g++lun/depgQMHMnDgQHJycpg1axafPn3C3NwcPT09EhMT+fbbb4Xu6enTpxgYGGBubi4wPW/evCEzMxNtbW2hRvr8+bOwW+jq6nL48GG6urpYsGABDg4OpKam8vDhQ/T09JCQkKCyslJcd69cuUJoaCj19fWcO3eOZ8+eMW3aNNzd3dm3bx+VlZWUlJSgp6dHb28vS5cupa+vj+zsbGpqavD398fJyYmDBw/S1NREY2OjaINXVlbi5+cnmtFaWlq0traSkJBAYmIiVVVV2Nvbc+LECQoLC/H09ERdXR07OztGjx7Nli1bkJCQEA881tbW+Pj4oKamhqOjI/v27UNaWppVq1YBX3BR5ubmomFtZWVFeXm5aNanpKRgZGQEIDbYzc3N/PPPP4wcOZLBgweTnJxMe3s7NjY2yMjIICcnx7Nnz1BQUGDkyJEUFRWRmJgoDAqdnZ2C0Zmfny8a4x4eHpiYmKCmpoaNjY1wnC5evJj58+cTHx+PsbEx5eXlGBoaEhcX99+J2v+6zp49u9PW1pb79+8zevRoNm/eLHAHLS0tTJ06FS0tLVEr7oejAvzyyy88fvwYbW1tQUT28PDgwIED+Pv78+zZM8rLy+no6BCbHjs7O8rKynj58qVguuTk5AhFSb/QdtWqVRw6dIiioiKhE9mwYQPz58/H0tKSjIwMXr9+/X8u9ElJSQwaNIgRI0YwdOhQfvjhBwwMDGhqahI5qejoaIYOHUpeXh5jx44Vns9+hMP48ePx8/MjJiaGBw8eICEhQX19PVevXuXZs2dkZ2djY2MjTvT6WzEZGRl8+PCB3bt3ExoayoABA/j6669pbGwUbdqGhgY6OzsZOHAgGhoaaGpqsnPnTr799lvCw8PJzc0lPz+fkJAQ/v33XyIiIigrK6Ovr4/bt29z//591q1bh4+PD7a2tmzfvp1du3YhJyeHi4sLT58+xcTEBFdXV9H0GTFihGAEWVpa0tHRIcZZBQUFTJgwgYaGBpycnLh7964go588eRJJSUnu37/PwIED6evro7KyUmBOPn/+jLKyMlOmTOHx48ecPXuWpUuXkpOTQ3x8PBUVFcJn2Z/n6peS93tMra2tsbCw4PXr17i6uorN0rx589DS0uLEiRPo6enxyy+/oK2tzciRI7l48SIVFRVkZWVha2tLbGwsRUVFSEpKEhcXx7Bhw5CTkyMrK4sRI0bQ3NyMqqoqP/74I9ra2pibm/P3338TGBjIhw8fSEpKEqyh7du3k5CQgLq6Ok+ePGHSpEl8//33yMrKIikpye3bt3n37h3V1dUEBgbi7e3NixcvUFRUpLm5mSFDhmBmZsby5cs5c+YMx48fJz8/n+HDh6NcX4/Vli049/QQAUQBT4ALnz+j/O23xMTHo6enh4GBAXZ2dowcOVKw5Q4cOEB3d7cY42poaKCnp8fBgwcpLCwkNDSU6upqcnJymDp1Ku7u7syePZv79+/j6OjI8ePHmTlzJlpaWmRnZxMYGCj+XpOSkrC2tqapqUlsyhUUFDAyMiI5OZmdO3fy+fNnYmNjyczMxMLCAl1dXVxcXEhPT0deXh5vb2+uX7/O2rVr2b59O0uXLsXNzY3e3l7i4uLYtm0bd+7c4dGjRzx58oSmpibq6+s5duwYXl5ebN68mePHjxMSEkJISAjFxcXk5eXh4+ODpaWleGKHLxmegoICnj59yqtXr7C2tqa3txcdHR3c3NwYP368OB2rqqpi/fr1YmTV/zP6IbhSUlJISUmxceNGamtrxcPlq1evcHR0pKSkBD8/PywtLbGwsGDNmjX4+vpiZmaGq6sr5eXlJCUlMXLkSPr6+nB2diY4OJiff/5ZeEFra2vZtm0bb9684dOnT9TV1eHl5YWnpyd3795FUVERLy8vqqurMTExwdTUVNgIcnJy+Pz5M/fu3ePgwYPs3buXmTNnkpCQwNu3b7l37x579uzB1dWVqKgo5s2bJ1qdfX19lJWV4e3tLVrrycnJrFq1ipkzZ4rvlZOTkxiX2tvbo6urS3l5OVpaWtTU1BAeHk5VVRWampqMGTOGiIgI0dL09vb+f9h7z6gqr7Zd+wBp0psg0jsq0puKiKKIIGqs2I0V0VhijMZYMDFqYtdo7ArGiiJG7AKKKCgKUlSKVKVJ701Y3w8f5viePfZ+9/P33eO9/8lwLBbrXvec17yu8zxOBg8ezNu3bxk2bBhRUVGiUJ4+fTqmpqaCRt8TrL5u3ToyMzMZNGgQbW1tuLu7i/QDLS0tQkJC2Lp1K8OGDfu3w7iioiINDQ0sWLAAKSkpKioqcHR0xN7ensTERD59+sSGDRtITU0lOTkZdXV1bGxshM5SX19f8BsHDRqEoaGhmLAMGTKEI0eOiDXM1NSUadOmcejQIQIDAwXkuq2tTTiGjY2NcXNzIyMjAzc3N8zNzbGwsODChQtMnz4de3t7iouLqaqqYs+ePbi5uTFz5kwOHjyIhoYG2trajBgxgubmZrEXGRoa8vTpU4YNG0ZMTAzjx48XxWD//v158+YNxsbGqKmpcffuXXR0dATmw9jYmIcPHwota3x8PLm5ubx69QpdXV2hCW9qaiIiIkIwIHfs2MHSpUsFpiYlJUWkXpiYmJCcnExXVxdaWlqMHDmSmpoaEW/45s0bUlJSmDBhAitXrmTt2rXo6Ohw8eJFqqqqsLOzY8CAAYwZM4bDhw9jZWXFnDlzeP36NU1NTbx69ep/CrX/9Dpz5kyoqampyE07fPgwmZmZyMvL09jYSEREBDU1NSgrKwtdUVJSEtXV1dy/f5+wsDDy8vJE5V1bW8uiRYsoKSmhtrYWgNTUVKqrqzl37hzl5eW8ePGCJUuWYGBgwJMnT/j9998JDg6muroaW1tbQfbX0dEhPj5epB2oq6vz5MkTgoKC6NevH7a2tnh5ebFp0yZ0dHT4888/0dXVZcmSJQJi6uvrS0dHBwoKCiJf9OPHjxQXF5OUlIS8vDyPHj2ib9++LFmyRIQ8NzQ0MGXKFE6dOoW7uztPnjyhoaEBX19fZs2aJTJRP336hIODAyoqKkhLS6OqqoqMjIzoWjx58oQNGzbwxx9/sGXLFhwdHZk7dy7v378XQdD29vaoqqqiqKiIvLw8Q4cOFcXpgwcPcHFxYeTIkaJ4efXqFWVlZcjLy+Pk5ER0dDRaWlo8f/4cZWVlvLy8KCgooHfv3vTq1UuMbnv4Oj1k8p73fOrUKVxcXAgPD8fAwIDg4GAhEq2pqSE3N5fc3Fy8vb0pLi5GSUmJqVOn4uHhQVRUFC4uLsjIyHDkyBGcCPQl0gAAIABJREFUnJwE/LRHrGxoaMjIkSNJS0vj0qVLGBgY4OLiwvXr18nPz2fZsmVCcNu3b1+cnJxQVlZm5cqV3L17l927d7N+/XoaGhpQUlLCycmJvLw8srOziYuL48OHDzQ2NoqMuc2bNzNlyhRevXqFvLy84CSpqanx/PlzFi1aRHNzszDE/Pbbb9jb23P06FEmTpzIlStXmDNnDp8+fcLR0RF9fX1u377NkCFDxGe/dOlSjh8/TnR0NEOGDEFOTk6c3q9cuUJHRwcaGhpISUl9zaOdOZPs9nbO//+evRLAEXgeF8ewVas4fPgwOTk54t63tLTw6NEj7OzsCA4OxsDAQGiANDU1kZOT48CBAwwaNEjkWXZ2dqKkpMS4cePo378/dXV15OXl0d3dzc2bN5FIJMTFxTF58mR+/vlntLS0iI2NJSYmhr179yIjI8Px48fJyclh8ODBWFpaijg0FRUVgcd48+YNT5484c6dO5SXl+Ps7CxMEoWFhcjJydGnTx/Gjh1LbW0tqqqqQi9VXFwsjAKNjY2cPn2a+/fvM2PGDHr16iXya9+/fy/itHryRC9fvoy9vT2GhoY8efKE169fU1JSIgqoly9fUlVVxcSJE+nXrx8aGhoApKSk4O3tLSj7jx8/xs/Pj9TUVJycnNDQ0MDQ0JDdu3eLiKTFixezf/9+5OTkKCsrIzc3lylTppCUlMTly5eZP38+z549o6KiglWrVjFp0iT69OkjsENPnjzB2dmZ0tJS/vzzT168eMGECRNIT08nOzub/v37i+i83bt38+uvvzJjxgyBvdHX1xdstJ7nKS8vj9zcXJYtW4aNjQ07d+5k2LBhBAQEkJubi6urq8BzPHr0CIlEQklJCampqfj5+QmReg809s8//8TW1hYNDQ2R+hASEsKMGTMEhkEikaCjo8O7d++4cuWK+L5ramrS0tICwMaNG9HT00NaWvrfAM3BwcG4u7vz/v179u3bx6FDhxg0aBAbNmwgJiYGa2tr0tPTUVZWZtasWSITWF1dXTx7PRKT8ePHc+fOHRYvXgx8NUOUl5ezePFiFBUVWb58OXZ2djx58oSBAwfy8eNHwXD88uULU6dOpaysDHNzc44fP05XVxe9e/emubmZ7777DhUVFaytrTE3N2fHjh14enqydOlSrKys2L9/P4GBgSQkJDBp0iTR9dfS0iIlJYXKykpqa2vx9/fHxMSEM2fO0NTUxMiRIxk3bhwSiYSnT5+ydOlSFBQUcHBwICoqirS0NPz8/HBwcMDAwABzc3NkZWWxsrIiPDycPn364OHhgbq6OgsWLKBXr15UVVUREhKCmpoap0+fxtTUlOLiYtzc3NDT06OyspL4+Hh69+5NaGgoN2/eZMuWLcTGxpKfn8+sWbO4cuWKkMm0t7fT3NyMkZERpqamGBgY8OrVKz58+MCKFStQUlKib9++XLp0iby8PAwMDHj+/DnLly+ns7MTMzMzpk2bxu7du8Ve0BN5BWBqasrYsWP57bffsLKywsrKihcvXpCdnf0/EVL/6bVp06ZQPz8/AgMDxSgkKioKQ0NDAT5cs2YNXV1dKCkp0dnZyfDhw4WwXCKRUFVVRVBQEHV1dUyYMIGcnBzevXuHpqYmCgoKPHjwgODgYKZNm4aDgwNfvnxBRkYGExMT4uLiOHLkCEZGRqxfvx4lJSUePXrEuXPneP36Na6urhgYGNDS0sLw4cPx8fHh3bt3WFlZiTl3SEgI0dHRIj6psLCQzs5Obt++jbOzM+bm5qIreOTIEczNzamoqMDZ2Znu7m6sra0pKCjg2bNnWFhYcPz4cfT19UVotIWFBXfv3qWpqYnIyEiGDh0qKPGJiYlERETQ0dEhNFRubm4UFhbS0tJCQEAAenp6jBkzhgsXLpCWlsacOXNQVFRERkYGGRkZMjIyMDIyEtBeDQ0Nnj59Su/evVFRUSErK0voB3R0dHB0dERFRYUhQ4aI97tv3z4GDx7MtGnTuHr1KjU1NVhaWpKVlcWkSZMwMTHh0qVLSCQSampqKC8vp7KyEktLS1RUVMjIyCApKYm5c+dSWFiIkpIS3t7eVFdXi6DzM2fOMHbsWJEHqqamhq+vL5qamnh7ezNkyBBmzZrFwYMH0dLSYteuXQwZMgQlJSUOHDiAtLQ0AQEBlJWVCY2VkZGR0OJ1d3fz9OlTXFxcWLBgATExMaLgcHV1RV9fXzgig4KCkJWVxcHBAXt7e7Zv346joyPl5eXIyclRWVnJ6dOnmT9/Pg0NDVRWVlJaWirMA2fPnmX9+vXU1tZSW1tLQUEBFhYWPH/+XOSpHj9+nPT0dOrr6xk2bBh1dXVUVlaybt06iouLGTduHP369ePOnTvMnj1bxHNJS0sjJSWFh4cHHR0dDB06lJaoKIo/fybuf3n+RgM6VlZczMvD398fBwcHNm3aRF1dHffu3ePnn3/m8uXLjBkzhqioKKqqqujXr5/I/FNXV6e6uhoXFxc8PDxYt24dWlparFy5UmyoAC4uLrS3t9PU1MSwYcPo7u7mu+++Y8CAARw8eBBbW1uGDx/OvHnzWLRokWApOjo6EhwcTGlpqRiHDRo0iPHjx+Pm5sauXbvw9vYmOzsbGRkZwsPDOXv2LJGRkSLz1sHBATU1NTIzMwXEOjs7m4EDB4qouYiICI4dO0ZhYSF6eno0NzcLx+727dsZMWIEMjIynD59mq6uLlGIjx8/Hi0tLYYMGcKNGzdISEhg8ODB1NbWUlpaSkNDA2VlZSgpKYnx3tChQ2loaKC5uRlLS0v+/vtvPn78iL29PRERESL27eDBg4SGhvL48WMBVAZER7enE7V06VLGjx9Pc3Mz8fHxLF++nMePH+Pk5ERQUBBmZmZMnz5d/N3Hjx9nyJAh4rBlbm4u4o5sbW0JCgoiNDQUX19fZs+ejYWFBcXFxfTq1YvW1laWLFlCRkYGb968ISwsDH9/f+7fv4+Liwt79uyhrq4OGxsbEhISyM3NZdKkSTQ1NdHV1cWjR4/Izs5GU1OTpqYmETn2+fNn5OTkyMnJwcvLi6SkJAYOHIiJiQlaWlrk5+dz48YN1q1bR2xsrMjbLSoqwtbWlsOHD3P69GkKCgpYs2YN27ZtIywsjEWLFpGYmIi2tjb6+vq0tbVRUVGBp6cnHh4ewr3dowHtyZ+UlpbGwcFBjObc3Ny4ceMGzc3NqKioYGpqyrx587C3t+fNmzfk5+ezY8cOLC0tCQ8PJyAggIaGBlxdXUlOTiY9PZ2WlhYsLS3Jyclh2rRpFBQU4OPjg76+PgcPHmT+/Pl8+PCB+vp6NDQ0MDExITg4mHfv3vH+/XuMjY2pra1FRkYGXV1dDhw4QFNTE3V1dbS1tQnz3JUrV/jxxx/56aefCAgIEFxJOTk5dHV1uXnzJtevXyckJARDQ0Pu379Pd3c3JSUlmJqakp2dLXS9PRm2PaaFgQMHcvv2bZ4/f05hYSG3b99m7969XLt2jcmTJ9OnTx/c3d2FCe/27dusWLGCLVu2ICcnJz57fX193NzcOHPmDL169SI8PJy8vDzev3/Pq1evkEgkLFiwQIDQDx48yPr16wkLCxPB98+fPyc/P5/k5GTi4+PFep6enk5HRwfe3t58+vSJt2/fEhkZycCBAwkMDKRPnz4YGRlx/fr1/3F9/qfX6dOnQ+fOnUtLSwtLliyhvr4eU1NTysrKaGtro3///oI0Hh0djaysLGlpacycOZO7d++SmpqKh4eH0Ctcu3aNlJQU1q9fLxAOwcHBNDY2oq+vT0hICMuWLWPJkiV88803fPnyhZs3bzJ48GDhuNq0aRPNzc3iRKmsrMz9+/dJSUlBS0uLnJwcCgoKMDQ0REpKCm9vb1pbW6msrMTe3h6JRIK5uTmurq48ePAAd3d34Os839HRkdDQUJSVlYXz5u7du/j5+fHhwwcsLCwEDf/QoUMYGhqipKSEoqIiJiYmjBw5UugosrOzMTU1ZcmSJXh5eTF69Gg0NTWJiYkhPT2dESNGkJaWhqysLPn5+QwaNAhjY2O6u7tFgdizob97946amhrhLgsPD6egoIDo6GiBTFBQUOD06dMkJyezZs0a8vLy+PPPP9m5cyft7e2MGDGCNWvWUFhYyKRJk9DQ0CA+Pp6LFy+Sl5eHlZUV3d3dnDlzhtTUVObMmcOxY8cEGsLW1paIiAjWrFnDlStXGDp0KObm5pSXl3P79m1WrVqFubk5q1evxsLCgurqai5dusQ///yDhYUFzs7OyMrKEhgYiK6uLgoKCkJkWlxcTP/+/Vm8eDHKysooKiqioaFBe3s7Dx48wMvLi/Pnz+Pu7k5xcTGdnZ3o6+tz8uRJ7t27x/z58wkPDxdaOnt7e549e8aYMWPQ19fHyckJXV1doqKi2LVrF6WlpTg5OZGamkp6ejomJib4+fmhqKiIt7c369atY+nSpdTX16Ouro6ioiKjRo3i5cuXFBQU0L9/f2xsbNDX1+fatWtoa2tTU1MjTBUVFRXU19fj6uqKiooKeXl5fPz4kY0bN+Ls7ExRURGhoaFs2LCBlJQUTl24wI8tLZzq7qbjX8+eNnAY+HvgQA6eP4++vj42NjZiBNjjXu4xlnR2dnLgwAHGjx9Pfn4+ly9fxtPTkxcvXtDU1IS9vb3IR7148SKvXr3C29ublJQUUfBqaGhga2tLWloab9++xcTERCRunDp1ipkzZ3L16lXev3+PtbU1U6dO5erVq6xevZqgoCC2bt3KypUrRRB2D0qjqqqKjIwMqqqqUFRU5KeffiIlJYXY2FimTJlCWloa/v7+SElJoaOjI/ACra2tXL58mXfv3nH9+nU+f/7MokWLWLlyJVeuXBGjYxkZGTw9PXn37h2urq4oKipy+vRpVq9eTXd3N52dnSQnJ9PW1oaPjw/JyckYGxvz8eNH6uvr8fT0pKCgQGxCL168YNGiRTQ1NaGqqoqCggJqamqYm5uLwn7y5MkoKCiQk5Mj1r33799z9epVDh48SFpaGpWVleTn56Ourk5VVRUTJkxAQ0ODzs5OysvLuXfvHgUFBTx9+pSXL1+SnZ3NuXPn2L59OxKJhMTERBQVFQkPD+fGjRuUlpYSExODlZUV06dPF513PT09CgoKhMnnxIkTFBYWsmbNGi5fvsysWbPIzs5m9OjRopC4desWe/bswcDAAHl5eTw8PESOo7m5OVeuXOHu3bvIy8vj6OhITk4Oo0aN4tOnT+jq6qKlpcX58+fZsmULVlZWVFZWoqioyJw5cxg8eDBhYWH06dOHGzdusGHDBtLT09HQ0GDatGmoqalhbGzMtWvXCAkJQUVFBXt7e+CrwNzc3FwEd1dWVjJ27Fi8vb0BxP3okXvU19fTp08fJk2ahLS0NOPHj6ejo4MDBw5w//59UYBlZmayf/9+Tp48KUwitra22NjYoKamhru7O7169cLGxoauri7S0tJQUVGhvr6eyMhIDAwMqKioIC8vj/T0dKqqqvDz86Orq4uZM2dy7949UWzv3LmTPn364O/vL1yOCxcuxNTUVEQx1dXVMWjQIAoKChgxYgQ3b96ktraWiRMnoqurS3V1NR8/fmTatGlCPwawe/duhgwZwq1bt/j9998ByMjIIDc3FxMTk3/DXQwePJj29nbmzJnDqVOnSE9PJyUlBRsbG5ycnAReaN68eVhaWqKqqsrVq1eZNm0a8FXD9u233zJ79mw+ffrE6NGjsbKy4s2bN+jq6vLq1StevnwptHe+vr7k5uaSmJiItbU1Y8aM4eXLl8jJyWFmZoauri79+/enf//+JCcni4NXeXn5v6XpXLhwoScJ5X8Ktf/k+u2330JbW1sZMGAARkZG/PjjjwwaNIhly5YxfPhwLCwsSElJQV9fn9bWVl68eIG3tzePHz9GW1ub/Px8urq6ePv2LUFBQfj4+KCtrU1WVhbW1taYmpoybNgwcnJyqKmpEQHis2fPJi0tDW1tbYqLi7GysiIwMBA5OTmCg4OZOXMmL1684PHjx7x584YpU6bg5OQkYqosLS3Zt28fFhYWWFtbExkZibS0NLW1teTm5uLh4cGgQYPQ09OjpKSEyspKOjs70dbWZsKECcjKyrJnzx5Boj98+DB//PEHffr0oaamhvr6eoyMjIQtvicSR0tLi7y8PLy8vBg4cCDh4eE4OTkhIyNDWFgYU6ZMEQHUGRkZuLu78+LFC3bu3Mnnz59JTk4WImJdXV3Wrl3L6NGjCQsLY/bs2djb27Nz504uXLggvvTp6emoqqqSl5fH7t27mThxIgcOHGDo0KGoqKjQ2NjIokWL+PTpE+PGjWPFihUUFhZSUFDAypUrOXLkiHC5dXd3CxG3g4MDZWVlREZG4unpKU5N0dHRTJgwAXl5eU6fPs3kyZPp6uriwoULJCcnU1RUxIcPH0hJSRGb3qxZs4iKiuLp06d8/vwZiUSCnZ0d7u7uYtx08uRJIiMjBQvq+++/R1NTk7S0NE6dOsX169dZsWIFDx8+ZPr06SgrK9PZ2YmMjAyHDh0iMTFRmDIyMzMxMzPjr7/+Ii4ujpaWFiwsLJg5cyaFhYVcvHgRPz8/Hjx4gKGhIe/evaOuro4vX75gaGiIj48PgNj8u7q60NTUZOTIkSgrK1NZWYmmpiZWVlZkZWWhpqaGpaUlM2fOZMCAAUJncfDgQb58+UJFRQXl5eVMnjxZZFn2798fBQUFiouLcZ80ifZ37/iupAR5YDhwHLilq8u4s2eJjY1FTU2Njo4O5OXlmTp1KleuXKG4uJipU6eSmZnJlClTWLx4MS9evODTp0+sXLmSixcvUlZWho+PD7GxsZiamlJXV0dqaiqTJ08mLi4OIyMjZGVlGTt2LJaWlhQXF1NRUYGbmxvl5eXY2tqyYcMGVFVViYqK4uDBg4wcOZKwsDDRKcrIyCAmJoa+fftiZ2eHjo4O6urq2NnZCadmbW0t8vLyTJ48mYiICJEL29jYSFNTE4qKimRnZ5OZmUl7ezuJiYki1/fdu3cia9PT05PMzEycnZ0xNTVlzpw52NvbY29vz7Jly3Bzc0NOTo5jx44xadIkmpubkZeX59KlS/Tv3198T3o6vj0ZlKampvj4+KCsrExAQAD37t1DWlqawsJCKioqRBZqbW0t0tLSQovZg9jpyX3V0tLihx9+4IcffqC0tBQfHx9KSkoIDAwUKQifP3/m4sWLzJgxQzDF5OXlWbZsGTIyMiL6qLq6mm+//Vb83tevXzN69GgsLCzQ0NAgKiqKRYsW0bt3bzFe79GhxsTEcOHCBfbs2UNhYSHKysrEx8djampKWlqawNDcu3dPuKYfPnxIZmYmQ4YMQVZWlnXr1uHq6irGu1lZWWhqavLu3Tu8vb0ZPHgwenp6TJgwgaioKPz8/MQzqKSkhKurK9HR0WRmZqKnp0dSUhLKysoYGRkhkUiora0VRXR1dTVSUlJcvnwZPT096urqMDAwQEdHBxkZGRobG9HQ0KBv377iezJlyhTk5OTw8/MjJSUFR0dH2tvbxSHKycmJxsZGjIyM+PLlC1JSUjQ0NIgDQ8+4LSEhgcLCQs6ePUthYSGRkZH4+flx8+ZN3r9/z5cvX5g0aRJZWVnMmTOHrq4uRowYweHDh6mtrcXOzk78W11dnYaGBnbt2kVubi7S0tLIysqyZcsWnj17hrS0NLdu3WLo0KGYmJiwf/9+pKWlqa6upqqqCjc3N7755hvBkjMzMxP78dGjR8nMzGTevHmMHz+evXv3kpSUxNq1a6mqqqK8vJy2tjamTZtGYGAgf/75J+/fv8fExIQHDx4IU8+lS5f+rcseFBSEgoICjx49YsaMGRQVFXHx4kW+//57kpOT0dHRoaSkhFevXpGTk0NmZqbQ2rW3t4tibfny5bS2tqKvr09+fj5ZWVlYWFgwefJkJBKJIDdcunSJH374gZCQEIKCgoiLi2PWrFmcPn0aX19fSktLSU9P/486av8tQ9mlpKR6Aa+AEolEMk5KSsoH2M3XpIUmYL5EIvkgJSUVChRKJJJz/9XrmZqaShQUFFi9ejVXrlzhxIkTZGVl4ebmBnwNet28ebPYgHV0dLh27Rp9+/YlLi6Oly9fioB0GRkZFBQUUFVVJTc3l4iICADs7e2ZNm0a8fHxAsTXw6HpicdJTk4mKSmJFStWUFpayuXLl1m7di1bt24FwNvbm8jISA4fPsyZM2dEbEhJSQlVVVWsWLGChIQEqqurhdOtZ6RXUVEBIASR586dIzg4mGPHjnH37l3GjRvH4sWLGTFiBJs3b2bkyJGcP3+eOXPmcPbsWaytrcnKygK+8ofS09N58uQJL1++FKMAaWlpwRL7+PEjN27c4Nq1a9jY2HDy5EkCAgLYsGEDAFVVVaxdu5bU1FQMDAywtLTE3d2dL1++kJqaiqurK8uWLeOnn37CyMiIhIQEPD09iYyMREtLC0BwaxITE8nLy8PIyIjy8nJ8fHy4evUqEokEbW1tIiIixH14/vw5Q4YMEaeshIQEgoKCMDY2ZuXKlUyZMgVfX1+ysrLYsmULAwYMoOcw09bWxqNHj/D390daWpr4+HgArK2t0dXVJTg4mOnTp4tA+Xv37uHr68vWrVuRkZEBYOvWrZw4cYLBgwcTHR0txnKHDx+msLCQ+/fv8+uvvwrWW4/LNSoqCg8PD7GA9zC/7t69i7+/PwDu7u48ffqU58+fi+9hUVERP/74I3p6ehw4cICAgADi4uJQVFQkJSWFffv2kZSUxJQpUwCE5qIHXHvr1i02btxIVFQUVlZW7NixA1VVVWxtbQV/yNLSEg0NDYqLiwGEhqywsFAszmZmZnR1dYFEgmx8PKoxMbR2dnK4ooIdT57Q0dHB+/fvRcchIyODefPmUVNTQ2RkJKNGjeLy5ctYW1uzcuVKESxub2+Pubm5yMrtKSgBcnNz6d27N66urmzcuBFjY2MGDRpERUUFL168oKuri927dwsmW3R0NE+fPhX8JoCwsDCGDBnCzZs3GTVqFJqamtjb2yMtLc2GDRvERq6trY20tLRwX+rr65OWlgYgmGovX76kqKgIQ0ND+vXrR319PcuXL2fLli0EBgYKXZG5uTnv37/HyclJrFGbN28mPj6edevWYW1tLeDFPX+Lk5MTnz9/5vPnz6SkpDBr1iwcHR2prq5m9+7dAHz33XecO3eOPXv20NnZyYABAygoKODJkydoa2vj5eXF7du3GT16tNj4ZGVluXLlCseOHQPg0qVLVFdX88MPP3Ds2DEUFBQ4e/Ys2traBAUFYWFhQUxMDBkZGaJDYWhoKFyfAOHh4bS0tNDZ2cl3333HggUL2LNnD5WVlXz69Ik7d+6wY8cO2tvb6dWrFydOnMDZ2ZmdO3eK13Bzc8PExIQNGzZw6NAhsaacOHECJSUlVq1aBcDnz585ceIEo0aNQllZGVVVVW7evAkgosPy8/NZuHAhJ0+eJDAwEDc3NxHFlpGRwbFjxwgODqa5uZnOzk66urrIz88Xz76/vz8fP37k/v37SCQSVq9ezY4dO5g5cyYRERF88803QisZFRUlCvOMjAwAHBwc0NPT4+TJk+jq6grYbL9+/ZCTk8PIyEh0Cnv2ikOHDonDMUBtbS1jx44FYP369bS2tqKnp0fv3r1ZvXo1mzdvRkdHB21tbaHp7RmfS0t/DSjKyckBEADnTZs2AV+lPVJSUuzevVvIL3qmIT04lY0bNwLw+++/C7OAk5MTtra2NDY2oqKiQlBQEKdOnWLWrFlEREQgJyfH4sWLGTduHObm5nz+/BmAkSNHUlpaytGjR0lJScHOzo4pU6bw8OFDAgMDefz4Merq6sI4cvjwYZYuXcr169eFdu+ff/7B2dlZBMEXFBSgrq7OrVu3+Ouvv4iOjubWrVvk5OSgp6eHjY0Nw4YN4++//2b+/PkA3Lp1C21tbTIzMwkPD+fy5cv06tWL69evk56eztGjR3n+/Dm5ublin9XT02PQoEGiM/r8+XPevHlDcHAwa9euZf/+/VRWVvLixQuKi4s5duwY6enp/9dQ9v+uhdr3gAug+q9CLQeYIJFI3ktJSYUAbhKJZP5/WqhJSUlJjh07RlNTE/Pnz+fcuXPExMSIluudO3eQlpZm3bp1lJSU8OTJEw4fPsyqVauEyLqrq4tly5aRlJSEr68v7e3t4ufw1UywaNEiUfz9+uuvaGtrs2DBAuTl5QVWws/Pj9WrVzNv3jyKioqEzgC+FlkRERGMGTOGkJAQQkJCBGH88ePHGBsbc/nyZdatW8eFCxeYN28egCC2AyITLycnBykpKS5evIixsbEIoC0oKMDIyAhvb2+h/cnNzaW7uxtPT08AFixYgLq6Ops3b0ZNTY3t27ejqKhIY2MjSUlJ3L9/n8ePH9PW1saRI0eIjIxERUWFkJAQ1qxZAyCyK69evYq6ujqxsbECbVFdXS0Wgh7NiJKSEqampuzevVsUaiYmJjx//lyQ0Pfv38/p06dZuHAhGRkZDBo0SIiJ09LS+OGHHzh16hR9+/bl9evXAKxZs4bg4GAuXrxIU1MTKSkpeHl5cefOHYYPH05BQQFNTU3Y2dmxYcMGvvnmG9TU1Dh8+DB//vknACdPnmT16tW8e/eOAQMG8OHDB969e8fp06c5cuSIgFhWV1ezcuVK2tra2Lt3L7a2tiLZQUNDg5qaGtzc3ESBWVFRQUVFBTExMQQEBGBjY0NeXh6mpqZs3ryZoKAgurq6SEhIACA4OJiamhqqqqrw9fUlLCyMefPmMXfuXJYvX46JiQnNzc2YmZkRERHBqFGjkJaW5unTp3z48AFAEOazs7PR09MTGq/Xr1/j7OzMnTt3UFBQEB3eR48e8fnzZ6ytrRk1ahTwtbixtbXF0tKSlpYWPn78iJaWFvb29qxatQpHR0ekpaUpKipi6NChGBsbs3btWsLCwsRi3UPo19TUpKA+16bnAAAgAElEQVSgQGARzp8/z5cvX/j2228FPiIzM5Pvv/8e+LrZWFlZAdDU1ER8fDwxMTHIy8szc+ZMbG1tGTx4MI8ePeLOnTsi2WH16tUcOHCAiIgIvLy8hBHn2bNnPHr0iN27dwuB++3bt2lvb2f37t2iK92jN9q3bx/9+vXD29tbFPgTJ06krq6OwsJCHj58yM6dOzl37hzJycn8/PPP/P777+zbtw9HR0cUFBQA+Ouvv4iKimLv3r3A103D3NycGzduMH/+fDGWzcrKoqurSzDJzMzM+P7778nPz2flypV0dnaKZy46OpqlS5dSWlpKbGwsLi4uYkRtbGzMmTNn6OjowNHRkbCwMI4ePUpMTAxdXV1oa2sD8OjRIxQUFLCxseH27dtUVlZy8eJF9uzZw6hRo+ju7qa2thYfHx9KS0tJTk6mpqZGjOt7rr///pvm5mbGjRuHvr4+mzZtYvny5Rw5coTt27ezadMmjI2N6dWrF+rq6pSXl9Pd3S2K18ePHzN79mza2tp48OAB//zzD2vWrMHa2ho9PT0OHz5Mfn4+y5cvF+59AwMD7OzshPOxx2lYUVGBlpYWN27coH///mLDbmxsxMPDg8ePH/PTTz9RXFwsCoCew9jx48fZvn07mZmZ2NracujQIcaMGSO0Yc+fPyclJYVevXphaGjIuHHjuH//PmPGjBEFY1lZGcHBwcTGxtLd3S1CzUNCQgB4/fo1urq6GBgY8OjRI7q6unjx4gUzZswQB9+ff/5ZTBNmz57NxYsXhfaqs7MTa2trioqKMDAwEO7IO3fuMHfuXHR0dACws7MTUwtlZWViY2NRUVFBVVWVw4cPc+LECcrLy2lubhZB8j2FSc9BuAeyraOjI8DCPQf+v/76i2nTpgm4rZGRES4uLrS2tnL8+HHxtxQVFdHV1cW2bdsYPHgw06dPJyQkhN69e/Phwwd+/vlnxowZA8D27duZNGmSSFboubZt2yZMCE+ePBFJPGPGjBEdv+LiYpqbm9m8eTMdHR0cPHiQWbNm0a9fPwDi4uKwtLQU2aB6enri/X348IGuri58fX2Br/QHfX19ampqmDhxoiig7927x+zZs4mKihIZpj1XdHQ0c+fOpba2tuVfP5IClCT/m6Lsv93oU0pKygD4ETgIDA4NDb24bdu2FcCd0NDQkm3bto0COkJDQ2O2bdvmAlSHhoa+/a9eMzo6OtTf35/6+nqKi4vp7u5m5cqVuLu7c+bMGY4dO0ZcXBwSiUQUM5aWlixfvlyI5D08PCgpKWHMmDGcP39ehIGXlJTQ2trK9u3b6dOnD7KyslRVVaGtrc2jR4+Qk5MjLCyMqVOnUltbS3NzM+fOnRMn7NbWViIiIkhKSuLTp09iwVNTU0NTU5OIiAhSUlIwNDTEzMxMWIxbW1vFKKsnfLqqqoqhQ4cKiKq2tjZWVlZoamry5csXHj9+zKlTp7C0tOTz588UFhYKzVpHRwdSUlJixBgQEMCzZ8/Q1dXl+vXrLFiwgJMnTwqAZ2pqKl5eXgLs2AP1TE1NFcLmtWvXiiD19PR0AgICBGtu2LBhvH//ni1btjBs2DDhXhw4cCAVFRXIyMigoaFBa2srWVlZLF26lOTkZPT19TE0NKS5uZnu7m42btwoiqeeMUyPAcHJyYnp06dz9OhRVFVVRfH48OFD8vPzuX//PjIyMvj6+vL06VPk5eXp378/kZGR+Pv7079/f+Tk5GhoaCAuLg41NTUSEhKwsLAgMTGRVatWUV1dja+vL87OzsTHx3Pv3j2uXbvG0qVLuXnzJvr6+sjKyvLlyxdevXolhLI9esOXL18SEhJCnz59WLVqFRKJhLFjxzJp0iTRXVNRUUFbWxstLS0+ffqEjo4Oubm5DB8+nPXr12NhYcGECRPIzMzE3t5ejLMuX76MkpISmpqaSElJoa6ujpSUFH369KGqqgoHBwdu3rwpnIrx8fHIysoyevRodu3ahZGREdOmTcPCwkIwtSorK+nq6sLb25vXr1/T0dHB8OHDCQ8PJzExkYyMDPr160dXV5cICe/php48eZJFixahpaWFrKwsFhYWwNci9vLly+jq6lJQUCDCvwEGDx4sirm0tDRsbGzYu3cv8fHxODo68urVK/z9/fH19WXhwoXMmzcPZ2dnYmJimDVrFgBTp07lzJkzwNcDVY8bumd0pq6uLnSlampqjB49msDAQJ4/f05eXh4XLlygubkZGRkZioqKCA4OJioqSoywerA/s2fPZu7cuSJ6Z+LEiRgYGLBu3TqWLFlCY2MjCxcuZPr06dy4cYOgoCDy8/MpLy9n4MCBBAQE0NbWRkpKCgsWLCAhIUG8twMHDuDj40NxcTEHDx7k+fPnvHz5kilTpgjnWV5eHtra2mzcuBF5eXnMzMwoLS1FXV2d2tpaRowYwc6dO9HR0WHIkCEAXL16FYDAwED09PQYOnQo586dY+jQoSxcuBBZWVn09PQYMWIEjY2NJCYmCgRPbGws+vr6TJo0CRkZGYqLi6mvr0dNTY3Xr18zY8YMEW2nrq6OtLQ07u7u5OXl4ePjQ0VFBWpqasTHx7N69WqSkpIwNDQEYMaMGWRnZ6Ojo0NtbS07d+5k1apV1NXVkZubK7qY/v7+ZGRkEB8fT3V1NdevX2flypXY2NggkUh48+YNqqqqhIWF4e3tjb29PcrKykIfV1ZWhqmpKV5eXpSWlqKtrc3EiRNRV1dHRUWFt2/f4uHhQWxsrGDeaWho4Onpyc6dOxk5ciSDBw+mpKSEq1evUl9fj6GhoYBRm5mZoaGhwb59+wSvT01NTTiEBw0axL1791BUVKSgoIABAwbw119/sXv3bk6ePMmwYcOwtbXl8+fPqKmpkZSUhIyMDKmpqQAEBATg7OzM7du3hUaxh/Pl4OBAW1sbY8aMwcjIiKysLFJSUkhMTEQikRAQEMDZs2epr6/nyZMnaGpqYmJigq2tLdeuXUMikeDo6Ii5uTldXV3o6+uLYPeeIu3GjRtMnDiRyspKmpubhWaxZ23x8PBAS0tLNAEAkpOTuXbtGkeOHKG2thZNTU3y8/OZMWMGUlJSvHr1ChcXF9LT0wUa6OHDh7S2ttLR0UF1dTWTJ08mLCyMoUOHMmDAAMFt8/Dw4MGDB3z33XfY2tpSUVFBXFycGGk/e/YMiUQiILcbN24UMoqXL1/S1tbGx48fqaqqwtHRkfj4eLZt28aWLVuoq6sTpipFRUUUFRU5deqUgHKbmpqKDq+trS0NDQ28fPmS0tJSudDQ0B2hoaG//Z/qsf92hdq2bdvOAFsBOWDIvwq1NODWtm3bVgI2wPzQ0ND20NDQ5/+3Ig3gxIkToXPmzAG+LgDl5eUcOXKECxcusGTJEgGJHDhwII8fP6ZPnz6cO3eOwsJCDAwMMDExYfny5eLkYW5ujqWlJV1dXSxatAgvLy8yMzMxNDRk+/bt+Pn5oaKigpqaGpcuXUJJSQkfHx9u3brF33//zY0bN5g3b54wItjZ2WFlZSVAmFFRUTQ0NGBubi46BYaGhhw7dozi4mIRcfLkyRPc3NywsrISY5jLly9z9epVOjo6qK+vp7Gxkc7OTvr27UtaWhpHjhxh+PDh9O7dW5y03dzcePr0KY2NjVRWVpKQkEBWVha2trbs3r1bxLDo6OhgbW2NtLS00HX0iHObm5uRlpamu7sbBQUFjh49ypEjRygoKGDo0KHU1NQgIyMjHkozMzPCw8P55ZdfuHHjBjY2Nujp6dHa2srDhw/5/Pkz1dXVDB8+HG1tbZ49e4aDgwP9+vXjn3/+QVNTExkZGQYOHEhqaqrQo9y7d4+EhARMTExoaWlh3rx5oj3e0815+/YtSkpKWFlZYWNjQ2ZmJhYWFvzxxx+YmpoSHBxMTEwMZWVl5OTk4O/vz2+//UZaWhqfP3+mT58+eHp60q9fPwGv7RlxBgcHY2xszKFDh0TnrKdjMXz4cOF0ra2tRU5OjvXr1wteWnd3N/X19eIzzsrKwtLSEm9vbxwdHdHU1BTpDxMnTiQ6OhpNTU1UVVVRVVVFTU2NX3/9lcbGRsaPH8+NGzdob29HW1sbOzs7DAwMiI+PR09PT7gUu7q6MDMzY+PGjYwdOxYtLS0uX76Mu7s7dnZ2Avba1NSEtLQ0HR0dGBgY8ObNG/z9/cnKykJRURGABw8eMHXqVExNTZk6dSqlpaVs3boVY2NjfvzxR7S0tDh9+jRxcXGoq6tTWloqeGPNzc0oKyvT0NDA5MmTKSwsZOjQodTW1tLS0sL9+/extLSktbWV6dOn4+XlRUhICN7e3nh4eKCoqEhzczN9+/YlOTmZ+/fvM2rUKOHY+/jxI+fOnWPq1Km4uLgIVtfo0aN5/vw5U6dOxcvLS8T79AAyhw8fjqmpqSgw6uvrSUpKYufOnRw7dgw7OzsqKys5e/YsvXr1wtjYmIqKCry8vPjnn3+EVrAHsu3p6cmBAwc4ePCgEFp3dnbi7u7OsmXLGDlyJEZGRrS0tAgtYEpKCosXL8bW1pby8nIkEglOTk5kZmYK0bmUlJQwfvToDqWlpRkyZAiqqqoCadIjFPf39xdMSEVFRX755Rfu3r2LlpYWMjIyFBQUUFpayokTJ+jXrx8SiQQzMzNcXFzo27cvKSkp5OXlMXLkSH799Vf8/PyQk5NDSUmJ27dviwzP4uJinjx5wqFDh/jmm28wNjYmLCyMgIAA6uvr6ejoYMaMGZSVlQlHoKysLKqqqmRmZvLy5Uvevn3L6NGjReFdVlYmTFMDBw4Uh05DQ0M0NTVFPFhTUxPGxsbExsZSU1NDcXExr169IjIyUsRf2djYiAPwmTNn+PTpExoaGnR1dVFfXy8mE+3t7Xh4eLBo0SLu3btHV1cXUlJS1NXVcfLkSdauXUtzczOAGHtbWFjQ3t5OTU0NpqamhISE0L9/f3Jycnj//j3z58/n8+fPtLa2Ul9fL6IBt27dKjJFe4C9Tk5OWFhY8OrVK5ydnWlqamLp0qXcunULdXV1VqxYgZ+fHwoKCpSUlNDS0sKoUaN49uyZyI6+du0aw4YN+zd5jJ2dHXPnzqVXr15kZ2djY2PDnTt38PHx4dSpUyIXs0+fPrS2tgqnsZ2dHQ8ePBAomvj4eIKCgujo6GDEiBGkp6cLk9CJEyeoq6sTKJoXL14QHBzMo0ePGDduHFFRUYwYMUIwA8PDwxk/frwoqm/evMmaNWv4448/BBapp2nyxx9/iIPrtm3biIuLQ0NDg9TUVNzd3SkrK2PixIlkZ2czZcoUnJ2daWlpEQaakJAQXr9+zfTp0zE0NKSqqgpzc3MUFBTYt28f69evJy4uDnNzc1pbW1m9ejWxsbFUVFTw6dMnXF1dRdxcQUEBO3fu5JtvvqG8vBwPDw/Cw8P/IzPBf6vRp5SU1DjAXyKRhEhJSXkDP/xr9BkJ/C6RSF5ISUmtA6wlEsmi/+J1pPiqZQNAUVFRccKECVy8eBH4SoFOSkoSs/umpiZCQkJoaWlBVVWVnTt30tDQgIeHB9euXRMxGufPn8fCwoJ+/foJJ9nXXwU2Njb/9h4uXbpEWVkZvr6+XLhwgZqaGlavXk1DQwPu7u7cu3cPZWVlWlpacHR0BL7GCF28eBFzc3Oqq6tpamril19+oby8nKysLFJTU1mzZg3FxcVCwO3i4sKLFy/o7OwEvsb62NnZcfnyZZYtW0ZxcTGGhoaiu3P16lXhuktISEBRUZEvX77g6elJdHQ0ABcvXuTXX39lzZo17N69mzt37uDu7i5O4bW1teJ0Z2pqSmJiIpcuXaKkpES089va2nBxceHXX3/FxMQEDQ0N1qxZQ3Z2NlJSUujp6dG3b1/q6uooKytj//79LFu2jEOHDglN1tSpU0lJSSEuLo6qqip27tzJvHnzCAsL49KlS9y7d4+wsDA2b97MxIkTqa+vR05ODk9PT169egV8JVVv3LgROzs7MSobP348RUVFqKmpiVBlNTU1FBUVSU5Oxs/PD01NTbZs2QIgwJ+jRo1CXl5euPz2798vRrrjx4/H29uba9eukZ6ejoqKCj/++OO/fSdMTEwwMDBg8ODBzJgxg8jISL777jvev38vFoMe16anpyfXrl3j4cOHYlzm4eEhEC9jxozBzMxMBJZraWkxffp0Nm7cyI4dO+jo6EBOTo7p06czcOBAvv32WwCuX7+Ouro6ampqaGhoiMiTnqDpHu0FINAKP//8M3/99ZcYP86cORMjIyPBtauvr0dXV5eioiL69u3L3r17CQ0NxdjYmKSkJCIjIzlx4gQhISGsXLkSgIMHD7Jr1y7U1NRYtWoVfn5+DB48mIsXL1JcXMyuXbsIDw+noqICOzs7Ojs76d27Nzdv3qTn0OXq6gp87SRZWFgISruFhQVXr14lPz8fDw8PfH19KSgoQEpKSmimvvnmGwCuXbtGdHQ0p06d4vDhw3z77bcCej106FARiA1QXFyMhoYG3d3d1NXVCYbip0+fGDFiBElJSRgZGQnRuaamJr/88gsPHz5k1apVdHV1kZOTw/Tp0wXR/uXLl+K+9O7dm6NHj3Lw4EHc3Nzw9PT8Nyd5T1cwJiaGxMRE3NzcsLCwEFqjno2/x1G4cOFCfH19OX36NFu3bsXDwwM9PT1UVFTQ09NDUVGRhw8fEh4eLu6Lq6srsbGx5ObmcuXKFZYtW8bevXv54YcfsLGxobq6WgCjCwoKsLGxQUFBgS9fvrB27VoAIahXVlYmIyODc+fOMXPmTKSlpTl+/DhnzpwhKCgIHR0dhg8fjq6uLp6enjx+/FiMT58+fcqyZctobGzk48ePVFZWMm7cOOHu7u7uZuvWrRw7dkx89pqammhra3P37l0A+vfvj6WlJSUlJcKM0qN/MjAwEF2+I0eOMHnyZPT19SkvLxfw6p57bmNjI0Zs58+fZ9u2bVhaWlJUVMSNGzfQ0dHh3LlzLFy4kLdv3+Ln5yc67QA//fQT7u7ujBs3DiUlJa5du8aIESPQ0tLi77//JjAwkDt37vDw4UPWrVtHVFQUQ4YMQU1NDQcHBwB27NjByJEjBWsvKChI5NjW1NTg5OTEihUr2LhxoygUJRIJ5eXlIlu6paWFmzdvsm/fPlatWkVNTQ2amprs2rWLsrIyGhsbqauro6WlBVdXV+7evYu1tTW3bt1i9erVwFct5fnz54mPj8fLy4sVK1Zgbm7OwIEDycjIIDU1lb///hv4Kiny9/cXhXzP89ojs9i3bx9WVlYMHDiQzMxMioqKWLFihRil9twDHR0dPnz4QHl5Oenp6QAsWbJEjHRTU1PJzs5mzJgxpKSk4OPjw4YNG9i1axf37t0jKyuLsrIyMjIycHZ2xsXFBYBhw4aJdfLPP/9EWlqaSZMmceDAAVavXs2nT58wMzPDwsJCaNf/+ecfcnJyWLBgAQCamprs27eP+fPns2nTJmbOnImnpyc3b95kwoQJODs78/r16/+3NGpSUlI7gTnAF0ABUAXiABuJRGL+r/9jBNyTSCQD/o8v9L9cNjY2kt9++41x48Zx584dNDU1OXPmDGfPngW+ChNVVFREhEpPTFNPvuf58+c5evQoiYmJjBkzhkOHDlFbW4utra2wG/cAU11dXRkwYADv3r3Dx8eH3r17s337dhwcHEhNTUVXV1cs/r/88gupqal8+fIFQMy9f//9d7Kzszlz5gxLly4VsRuZmZnExMRQVFQksiwNDQ3p1auX0KhNmzaN5uZmAgMDyc7OxtHRkebmZpSUlNi8eTPbt28nNTWVpqYmPD09xRd14cKFHD58GPgqNv3jjz/48ccfycrKIiEhgUWLFnH+/HlmzZrF8ePHKS0txdzcnPnz53P69Gna29uxsrKiqqoKgKCgINLS0nj69CkmJib4+vpy69YtioqKCAwMZN26dfzwww8YGRnx4cMHvnz5go6OjmjXA4Kjc+vWLQICAvD39yc2NpYBAwYIMW52djba2tqMHj2ao0ePIi0tzdSpUzl//it2dfz48SgpKaGrq0tbWxuJiYmMGDGChIQEtLS06Orq4sGDB2RkZLBjxw709PRoa2tjxowZ4n44OzuzYcMGKioqRIbitWvXhEC/h54/f/58TE1NiYiIoLGxUQhwey5VVVVOnDhBQ0MDZmZm5ObmoqmpiY2NDTU1Nbi7u9O7d28Rw2JoaMjbt2/FguTp6Sn0ez3XzZs3cXFxQV9fn4SEBJSVlXn37h0ODg4MGDCAxMREKisrRdyKvb09aWlpAjOxZMmS/4+99wzK8ur7dg8QpCm99yJVEBAEVIqoIBgLVozBXqIRNcYWjVHMbRIfjbfGqFhiQUzEhl1QEVARlC6igCDSpXeUzv7ge63Zz8ye2ffMnmf23u9kfXMcQbiu8zzXtf6/33GgqKhIfHw8d+7cYdiwYQJoeeDAAaFounDhghixlZSU0NrairGxMYMHD2bMmDHExcURHR1NYWEheXl5xMbG8urVKzw9PQVdPj4+nufPnwOfyenp6enY29vT1dUlxuEA8fHxjB8/XjDVJJ7PyZMnc/HiRaE2i4qK4tSpU2RmZtLe3o6tra0oCbx48QJ5eXkcHR159eoVzc3NeHl5kZ+fL8ZiAEePHsXOzg5fX19Onz7N8uXLSUpK4s2bN6Snpwt9mY+Pj8iMSiwB/2fRdGBgIFevXuXKlSts376d8PBwcZp769YtoeVSU1PDysqK2bNnU1BQwIMHDwA4d+6cUF85OjpSVVVFZ2cnfX19dHV1YWtry6NHjzh37hx37tzhwoULfPr0SXAgAeE0lIClPTw8qKqqoru7m9TUVLZv387MmTOJiopi3rx5zJs3j3HjxrFq1Sq6u7vFexk+h7MlBgFbW1sWLFiAgoKCAJJ2d3djYmIiCigmJiYirG5sbMzChQtFmSk+Ph5FRUVGjRrFxYsXaW5uRlVVFVdXV2xsbNi7d68g7r9+/XlA4uTkhL29vbg/VVVV8euvvworQ0ZGBvv27UNXV5dHjx6hrq5OZmYmsbGxBAUFAYh7X2xsLO3t7VhZWTF37lxRFMjPzycgIIBHjx4Jm0JDQ4PIpwEiEiFxvdrb27Nt2zYcHR3x9/fn5s2bWFhYYGVlRXp6OkpKSjQ1NXH9+nWxcX348CFLlizh77//Zu7cuRw7doz58+eL6zouLg4zMzOePn3K+fPnmTlzJg0NDbi4uIjMk6Ojo3hPR0dHM3PmTCIjI+np6WHGjBkcPnxYQHf9/Pz4+++/2bZtG8+ePePkyZMAREdHs3TpUsaOHUtbWxtLliyhtbVVjJsl7M+HDx8yYsQI0tLShL/U2toa+LwJb2lpEUBZyYfpMWPGEB0dTWZmJpaWliQnJ2NlZYW/vz8mJibIycn9twzjgQMH8PHxwdXVldzcXOGblcQXVq5cibm5OceOHcPW1pbCwkKys7M5duwYgMgBxsfHo62tTVpamvDC+vj4YG5uzo4dO3jz5g3S0tIUFRUJ4O7KlSsBCA0NFVYHDw8PUlJSGDx4MLm5ucKR3dvby7hx47h27Rqenp4UFxdjZmYmrjnJ2rNnD5MnT2bkyJHY2tri6urK4sWL+e6773j58uX/7Ubt/1ejz7CwsEdhYWH/DgsLO7R79+50QA8IAnbs3r37RlhYWMPu3btnA2phYWGX/9Ove/r06TA7Ozs+ffqElpYWo0aNorCwkJcvX5KWlsa7d++YN28eGRkZAqa6fv16KisrsbKywtDQEFtbWxQVFbl9+zZPnjzB0tISExMTpKWlGRgYELDcV69eERgYSEdHB1JSUmRnZzN9+nQA5OXluXbtGvPnzxcPUwkKIi8vj7dv32Jqaoqrqyvv3r0jMjJSfAL19fVFU1NT+Cbt7OwEQ+3ixYso/i+XopycHHp6evzyyy9oampy7tw5ESiXnOiNHj2aK1eu8OzZMwoLC6mqqmLLli3k5ubS0NDA3bt3GRgYIC0tjby8PF69eoWZmRl+fn6Eh4eLjUFZWRm//PIL1tbW6OrqUlxczKBBg+jr6xMkfSMjI8aOHcu+ffvQ19fHz8+Pbdu2sWPHDo4cOcLEiRMFL8zExIQDBw5w69Yt7t+/T0hICGZmZtjb26Ojo8OZM2doa2tj/vz5JCYm0t/fj5ycHImJiURHR/Pu3TtGjhyJnZ0d2traWFpakpaWRltbG/A5C2VhYUF2djanT59myZIlbNmyhcDAQEFHP3fuHAoKCnz33Xciq9Tf309sbCza2tr8+eefqKio/DdxcVxcHG1tbRQWFiIlJcXixYtxdnbm9evXQv3k6urKxo0baWpqIjQ0FHNzc8rKykSe7v379/T09NDT00NqaiohISGcOHGCzZs3Y2Njg42NjRgxzpw5k5kzZ3Lq1Cns7Ozo6emho6MDR0dH7t69i42NDZGRkUyaNAk9PT3u379PUFAQurq6Avlx6tQpHBwcWLp0KfX19aipqTFixAi++OILnj59iq2tLWVlZeTn5/P69WtkZWWZM2cOVlZWHDt2jB9//FHkvSSbgXHjxqGiokJjYyPDhg2js7MTb29vJk2aRHBwMFOmTMHLywsXFxfy8/NZu3Yt+vr6KCgoCLCsk5OT0FhlZ2ezadMmsrKyaGxsZObMmcTExDB48GCam5uRk5MTeTxJ68/a2pqWlhYxOpZw2AoLC7GxsWHQoEEi5F1bW4u+vj7KysooKSnx/PlzGhsbyc3NZfLkyejr64tTGCkpKUaMGIGzszN3794V7DMtLS0qKytFHf/Tp08MGzaMn376CRUVFWprazE1NaWtrU1cT3Jycvj7+1NQUMCWLVuIjY3l+vXrnDhxggULFpCens6FCxfw9fWlsrKSxMREHj58KNh/1dXVWFtbM2vWLDw8PFBRUcHIyIjq6mpmzpzJ1atXqa+vp7e3l+7ubt6/f4+LiwumpqZYWFjw+PFjtm3bRnd3N/fu3WPRokWMGDECDw8PmpqaRGZT2toAACAASURBVJxCU1OTT58+kZeXx8ePH/H29iYmJgYTExMmTJhAeHg4fX19bN68WdxbdXV1cXd3R1VVFQUFBe7evUtSUhIBAQFiRGZjY8PcuXNJTk4GPmdpW1tbRdjbyMiIlpYW1q5dy61btwRE1sHBgdraWpydncUoXU5Ojn379hEQEICzszM+Pj7o6emJ8XxbWxsyMjJ4eXmRkJBASEgI+vr6XLlyhdmzZ3Pnzh2WLVtGfHy8KOMYGxvz559/kpGRQWNjI05OTty+fZuAgAAGBgbIyMjAwMCAhoYG5OTkcHd3p7u7G3Nzc5FTrqqqEkWD/v5+EhISqKiooL6+nokTJ1JZWYmUlBS7du1i7NixJCYmEhcXx507d9i7dy/ffvutQKtIdITOzs7IyMjg6upKREQECxcu5NOnT1hZWTFu3Djev39PbW0tdXV1QkdWVFTE+vXr+eKLL0hJSUFDQ4Ouri6qqqooKyvj1atX1NbW0traioyMDL///juNjY2CNdbT04OysjJ2dnbo6uoKvZq6ujpFRUWMGDECeXl5VqxYgZ+fH4MHDyYuLo7Tp08TFxdHf38/jx8/xsvLi5iYGIqKitDX18fFxYWNGzdSXl5OUFAQCQkJrFixgtmzZ5Ofn8/06dM5e/YsK1euxNTUlOjoaObMmUN0dDQvXrzgw4cPdHd3C17nnj17MDIyEu332NhYampqaG9v59OnT3R0dKCqqkp2djYFBQVIS0szbtw4lJSUOHv2LL6+vsjKyorcuZaWFl5eXlhbW3P06FGqq6uxsbGhrq6OvLw8Vq9ezdmzZ5kxYwZ//PEH27Zt49atW1RUVPD7778za9YsampqiI2N/Y9GnzL/6Wbm/6trYGCgV0pKagVwTUpKqh9oApb+v/zf+mf9s/5Z/6x/1j/rn/XP+n+8/n81+vyfWrq6ugO//fYb0tLSzJ8/XzQ7JO1IiaOxpKSEadOmISUlxU8//cTSpUupqqoSyA34XKPv7u4WBOiCggLJ9+Du3bu4urqyevVq3rx5w86dOzEyMmLkyJFoaGjw6dMnDA0NiYiIICgoiNzcXJKTk/nxxx+BzyiJmTNnMn78eGJjY3n27Bnff/89cXFxPHz4UBDaraysKCwsFKcu1tbWfPHFFwACaAkIJENvby+9vb0EBQVRUVFBcnIy3d3d7Ny5k+LiYtavX8/48eOFM1BFRYXm5mZ0dHRobW0VVe2JEydiampKX18fqamp2NnZ8e7dOzIzM5k5cyaAaOtJfKfKyso8fPiQyZMn4+npyfPnz9HV1UVFRUWclKirq9PR0UFXVxeOjo5YWloCnzU2eXl5lJaWoqWlxYsXLwTk0dLSkubmZhYvXiyaWe/fv+f58+eUlZWJRqGKigrS0tIMHz6c06dPY2RkRHBwMNHR0Xz99ddi7CkZU8DnDMWFCxc4ePAg8DkkX1lZiYWFBd3d3TQ2NjJ37lwmT57M+fPn6e7uJjY2lqVLl3Ljxg00NTU5e/Ysp0+fFjm1Bw8eEBkZKUabixcvJiIiAm1tbX7++Wf8/f3ZuXMnOTk53L9/XwT+ra2txTjo9u3bTJgwgf7+fkHnz8nJISwsjGnTpnH8+HGeP3/OwYMHKSwsxMnJCWNjYxQUFPDx8QE+c+UePXrEiRMniIiIICEhgZ07d7J+/XpOnDghRgvGxsacOXOGb775huzsbBYuXCiaZpcuXSIkJIT79++zYcMG4chTVVVl+PDhGBsb880337Bo0SLc3d158OABMTExeHh4iNGktrY2Bw8eZNu2bVRVVWFlZcXx48cZPXo0EydO5PLlywJQumTJEtLT05GXl6ejo0PEDZqamnB3d2f//v00Njby66+/EhcXh6WlJZcvX8bX1xdXV1dSUlJQVVXl5MmTTJ8+/b/l8Do7O3F0dERRUZEffviBkpISNm3aRHl5OUVFRTg6OorcYXZ2NklJSSxbtoyGhgYRFRg0aBB//fUXCxYsEGojiStUMo41MDDg/fv3PHjwQJx+l5eX4+DgIH7f3d3d9Pb2cuvWLQG51dfXR1paWoxEk5OT+fDhA/X19SxZsoTS0lKBG+ju7qaqqoqOjg58fHzYv38/mzdvBj7zwLy9vbG0tGTLli1Cyi4pR0kYeW1tbSgpKaGmpkZbWxvq6uq8ffuWhIQEtLS0+Oabb6itraWqqgovLy+hO6qtrRX3SWlpaS5duoSRkRHv37/n48ePuLu7Y25ujoaGBjt37sTX1xc/Pz+GDh3KjRs3xCmsJJcUHR1NTk4OFy9eFKxFf39/VFRU0NHRwdHRkW+++QZnZ2f09PQoKSlh165d7N69W9z39PX12bJli8hTVVRUEBgYiJ+fH7t372bo0KGcPXtW5Df//PNPrK2tefHiBUOHDgUQRTFvb29SU1NxcHAQ2KDy8nIqKiowNjamq6uLkJAQ7ty5g6GhodAJAXR0dFBVVYWjoyNTp07l6tWrQm81bdo0bt++jZ6eHps2bWLr1q04OjoiJSXFo0ePCAkJARBtTvgcPfjtt9/YvHkzjx49EvGD3t5eMYmZN2+eyOhJ8C1z5sxBQUEBZ2dncUqnoaFBa2srt27dYu3atTg7OxMZGUlKSgrLli3jwoULrFixQrw/AgICePHiBWlpaZiamlJVVYW7u7sAd1dXV9PQ0ICamhrbtm3jzp077N+/n8DAQHJzc4HPvD/JSklJYfTo0WRmZjJ06FAMDQ0xMzPj1atXfPz4UeSIr169ioeHh7j2//jjD5SUlHj27Bk//vijeE1UVVUFGzMsLIzs7Gzevn1LWloagYGBtLe3o6CgAHyecLm4uKCoqMiNGzcICgrim2++YdiwYWhpaSEjI0NdXR0bN27kyJEjFBQUsHnzZnJycrCwsBDPVhsbG6Kionj48CGnT58mLy+P1tZW7O3tGTNmzP9+o8//qRUVFRW2fv16AZl88eIF0tLSqKioMGTIEGJiYpg0aRJPnjxhYGCAqKgo/P39aW9vR0tLi9zcXMLCwrCwsMDLywtTU1Pmzp3LmjVriIuLo7GxUfggJdVvBwcH2tvbaWhoQF5eXgSc29rakJeX58qVK8yZMwd/f38qKipobW3FwcGBV69e8fjxY3788Udu3bpFfX29aKLKy8vj4eEhKvlnzpzB09MTNzc37O3t0dTU5NWrV5SWlhIREYG/v78IzBYUFIgj/+XLl9Pa2sr27dtpaWlBVlaWESNGiBHW+/fvmT59OufPnyciIgJXV1fc3d0xMTER0NDGxkYKCgpoaWkhJiZGbKCamppEA+b69etMnDiRWbNmidC4oaEh8vLy7Nu3j/T0dAwNDZk2bRrm5uYMGTKE7du3C8n6pUuXcHR0pLq6GoCzZ8+ir69PcHAwc+fOxdvbm6KiInR1dQWQ18TEhEWLFnHo0CFKS0tRVFRkyZIlODs7c+/ePdrb21FRUaGgoICLFy+SlJSEq6srr1+/Jjc3l+rqanR0dGhsbCQ0NJRTp07h5uZGUlISMTEx9PX14eXlxcGDB5k7dy5RUVEkJCSwceNGQkNDBTRVUo7o6enB1NRU6IT6+/spLS2loKCAT58+MXz4cMzNzZk5c6bAXdy9e5cRI0Zga2sriO/y8vJYWFhQXl6OtLQ0q1atEoJoCaPtzJkz3L59G19fX+7cuYOnpyft7e3o6Ojw8eNHGhsbSUpKIigoCDs7O8zMzJgxY4ZotUlC6nv37kVVVRV7e3uysrKoq6tj2rRpDBs2TKBAzp8/z9q1a+ns7BS+Q4k79+jRo+JrvH37lqqqKqqrq3F1dRUP6zNnzmBubs7IkSMZPnw4OTk52NvbU1VVxbBhw3B2dqampkagLF68eIGrqytnz57FwsKCjo4OxowZw6tXr3j69Cn79+9nw4YNwhUbExODuro6SUlJYvSnra0tWmwODg4il1VdXc2aNWsYMmQIOjo6XLhwgbKyMnR0dMjIyKC1tRUzMzNMTU2FPmvFihU8ffqUd+/e0dHRQXp6OrNnzyYxMZGysjLa2tqwsbHB3t4eZWVlqqqqeP78OYsWLaKlpQVfX1/q6urIyMigvLycK1euUFNTI/JVgwcPZteuXWhqavLw4UNmzJjBvXv3SE9PZ+LEibx69Yr4+HiuXbvGkiVLUFRU5K+//mLatGnU1tYiIyNDYmIipaWlFBcXc+DAAYYPH46SkhL5+fmYmZlx5MgRbG1tKS4uZvny5WJc/80335Ceni5arBMmTCAyMpIffvhBQF+DgoKIj49nxowZ6OjoYG5uzt9//82bN29wc3MTeiOJ4WX+/PmoqKjw9OlTdHR0CAgI4NSpUzQ1NbFz5060tLSE6kxdXR1LS0smTZpEeXk5ioqK+Pv74+bmRn19PbW1tXR0dLBixQoaGxt5//49hoaGrF+/nmnTpmFmZvbfvLlHjhxBS0sLa2trvvnmG5KTk0VD08/Pj4SEBFauXMkXX3yBj48P7u7utLa2oq6uTkpKCjo6OiQnJ/Po0SPs7Oz497//jaysLBYWFgQHB1NfX4+Pjw8XL17EyMhIAI/v3r1LeXk5np6ejB07Fnd3d5KSktDT0+P169dYWVlx+/ZtRo8ezeDBgzE0NCQoKEiI7tPS0ujv76eqqopnz57h4uJCdnY2lpaWwgcsyTufOXOGxMRENm7cyMmTJ1FTU+POnTtYWVkRGBiIj48POTk5FBcX09TUJK7p3t5e9u3bR1RUFJGRkaipqfH27VtCQkKwt7fH3NycBw8eMHLkSFRVVSkoKGDMmDFiPG5gYMCQIUOQkZGhurqaxsZGent7xSbVz89PRGbGjBmDtrY28fHxPH78WDwLJZsvExMTkRGMiYlBVlaWyspK8vLy+PDhA9ra2ujo6ACfSy9v3rxh+/btQmnY2tpKWVkZurq6WFhYUFpaSnR0NHPnzkVGRkZ8wB02bBjGxsZoa2tz4sQJiouL8fPzo6+vD1tbW8aOHYuBgQH29vZ8+PBB5MwlWevRo0dz6NAhHj58SGZmJtra2gQGBjJ9+nQ+ffpETEwMAwMD3Lt3j/z8/H9cn//pOn78eFhaWhqampqkpaWhpaVFQ0MDp06d4tmzZ4wePVqQ1e3t7Tlx4gSamprU1dVx9OhRkU0pLy/n+PHjODo6UlJSQlxcHEuXLsXa2holJSWSk5NRUlLCz8+P+/fvo6ioSE5ODjk5OQQGBqKiooK2tjbDhw8nMjKSpUuXsmLFCubPn4+ysjIfP36kqamJzs5O0VCVKKB+/PFH7t69i7a2NiEhIYwZMwZzc3O8vLzYsGGDyETMnj0bLS0tRo4ciZqaGvfv3ycuLo6vv/6a6upqCgoKBB6iqKgINzc3wsPDsbS0pL29nYGBASZNmkRxcTHR0dFcvnyZjx8/0tzcTGNjI0pKSpSXl7N3716xufPz88Pe3h43NzfBgIuPj0dGRgY9PT3q6+tJSkoSp1mRkZEEBQURGhrKhAkTUFdXZ8+ePaKcISF9m5iY4OrqyqJFi5g1axZdXV2MHj2ay5cvo6ysTFdXF4aGhhgYGKCgoIClpSXDhg2jp6dHnMz4+fkRHR3Nvn37SExM5Pnz59TX16OgoMD8+fN5+vQp48aNo7i4WGw2u7u7MTMzY9u2bSxdupTBgwfT1dXFgQMHSE1Nxc3NDQMDAy5evMiYMWOYNm0aR48eRUtLi+rqaoYMGcLYsWN58+aNUBH5+/vT3d1NTEyMkCHPmTOHhIQEgoKCWLduHenp6QwdOpTw8HA8PT2RkpLC3d2dZcuWCfRFXV0d9+7do6enh/Hjx3Pt2jXmzJmDra0tqampVFdXk5SUhKGhIZ8+faK6uprm5maGDx+OrKwsUVFRmJqaoqurS0xMDJqamly8eJEZM2ZQUlLCF198wblz56ipqRH5lblz5xISEiJKHJKmYWpqKgcPHsTR0ZFDhw4xYsQIIiMjBWPrzp07SEtLc+rUKczNzcnNzRXqqubmZl6+fMnChQupra3lxYsXvH79WgCAr127RnBwMJs2bcLAwIDFixeTlZWFvLw8s2bNEk3MJ0+eSAK7TJkyhbNnz1JWVsb69eu5evUqK1asIDY2luLiYuGzHTZsGFZWVsjKyhIRESGuL1NTU0xMTDA1NaWsrAwpKSkqKiowMDDgzp07/Pvf/8bPz4+srCySk5P54YcfGDlyJKampqK88/79eyGDbmpqQktLi7q6OjIzM1FRUSE/P5/m5mbBdlqyZAnDhg2jpaUFGxsbnJ2daWlpYeTIkbx79w45OTm+++47Nm7cSFRUlDg1kZaWJjg4mHHjxuHn58fx48fFSf7du3dRUFDAw8ODwYMH4+rqSmhoKB4eHvT19ZGWlsaUKVPo7e0VDc2tW7fy119/ceTIEdavX4+VlRVBQUE0NTVRXl6OhYUFQUFBXLx4kczMTE6cOIGKigpFRUWoqKhw6dIl/P39MTMzo729HQ0NDZqbm8nJycHPz4+zZ88iIyNDYWEh3t7eDB06lLy8PEJDQ4mIiMDMzEzgWjo6Onjx4gW9vb1CmN7Y2EhtbS3bt29n1qxZ3Lp1C4BPnz4xaNAgOjs7hYLK1NQUTU1NUlJSREM7Ly+P5ORkcYLi5+dHTk4OmzdvZsaMGRgZGWFoaMi5c+dITk7m+vXrpKam4uXlJTaiq1evpr+/n66uLpGBnDdvHuvXr8fW1pYHDx5gbGzMzp070dTUxMTEBAMDAzIyMrC2tubEiRP09vZSVVXF4MGDkZeXx8/Pj7dv3/L8+XNxQirRUllYWNDe3k5/fz99fX0kJiYKsf28efMYP348Tk5OIptoZWXFjz/+yPLly5k7dy7jxo0TpZS2tjY0NTXR19fH2tqa8PBwioqKOHToEBcuXEBBQUH4UnV1dTl+/DjHjh0jNDQUd3d3ampqGBgYYOjQoUhJSYm8rER4D2BhYUFNTQ1GRkZ8//33qKio0N7eTlpaGt3d3airq9PT0yMMI8uXLyc+Pp4PHz4I7tqDBw8IDAwUz8KgoCCqq6sxNDSktLRUPKcrKirw8PBg9+7dIp+rr6/PmDFjUFJSoqGhgcePH7Nlyxbu37+PtLQ0Hh4eaGtrCxXgiBEjaGhooLe3l/7+fg4ePMiiRYsoLCzkw4cPnDx5ko0bNzJx4kRhZEhKSuLu3bscPXpUKABjY2NxcXERysXx48eLpvL/KiX874Xn+J9a5ubmA3PmzCE7OxslJSWuXLnC1atXxd9funSJ7777jitXrjBixAhBvreysiInJ4dBgwZx9OhRTp8+TWVlJQUFBbi6utLQ0CB0Nurq6qKtFhoaKvQWMjIyjB8/nhUrViAtLS2I3t9++y35+fncvn1bjCdiY2MZPHgw5eXlqKioICMjg6KiIiNGjBB0+sbGRkJCQpgyZQpLly4lPDycmzdviqZkU1MTWVlZtLW10dbWhr6+PpMmTSIvL0+MfktKSqiurubp06fs27dPIClWr14NwPTp04mNjSUgIIDo6Gj09fXp7++nrKxMYDxWrFhBc3OzaCE+ePAALS0tUY2fN28eOTk5PHjwgICAAIyMjITyRkFBgZqaGtTU1FBVVaWlpQU5OTnR8JSMbru6usQDS3KyWFlZKTZgp06dwt/fn23btuHq6oqysjLp6ekEBwcL8vzFixf58ccfOXjwIIMGDcLOzg59fX2BAJG0Nzdv3sz+/fspKCggKSmJFy9eiFZnVlYW69at4+3bt0IRpqCgQF1dHdXV1SxcuJDw8HA8PDxwdnbm6dOnJCQkYGJiIurk69evx9jYmCdPniAnJ8eBAwfo6urihx9+4N69e/T29hIQEEBdXR0zZszgypUrODk5cfbsWZqbm4HPjry6ujqhVbG0tGT16tXs27cPV1dXrl+/zg8//MCRI0eYMmWKOMmaM2cOJSUlwOex1F9//YWzszMLFiwQFoOSkhK6u7spLS3l+++/F3BPDw8Penp6yMvLE+iVkpISrly5QnBwsKB/KygoiJGXgYEBPj4+JCcni9bo/9W6dOkSPj4+FBQUUFNTI07RGhsbMTY2Zt++fRw4cIC8vDzS09PJz8/n0KFDYgxjbm5Od3c3N2/epLa2lsDAQOzt7UlMTOTx48ds3ryZrVu3YmFhgYODAx4eHgJdIFl79+5FXl6eIUOGMGLECPT19QVHrqWlRdgCnJ2dsbGxoaCgAHV1dTIyMrC3twc+j+ifPn3KyJEjcXJyQkFBgc7OTtLT01m5ciUtLS0sXLiQI0eOkJCQIBQ2Eo4hwJUrV1i/fj3nzp0TsNrq6mq6urrw9PTkyJEjhIaGAp9b6pLr5uXLlwLPIQGF1tfXk5+fz++//87p06dZuXIlUVFRnDx5kvb2doKDg6mursbFxYWoqCguXrzIvHnzANDR0cHZ2ZmoqCicnJwYNGgQbm5u3Lx5Ew0NDXJzczlx4gRZWVmEh4czfvx4rK2tBYpB8rMkJCSgoaGBuro6GzZsEOJ1ib9SWVmZo0ePYm9vj5aWFqNHjxavB3xuSAcFBfHs2TNGjhzJy5cvMTEx4ejRo5w6dYpBgwYBUFdXR1ZWFv7+/ixZsoTdu3eLTZyioiIGBgbcuHGD8PBwMjIyxP1h1qxZPHr0iIsXL2JhYSHcjzk5OXz99deiAHbv3j0SEhJQV1dn6NChqKurY21tzaBBg3j06JH4ULBjxw76+vpYs2YNampq5OfnCyvGhQsXCAkJYdGiRejp6bF3717+/vtvGhoaWLt2LQkJCTg7O1NVVSXGg7du3SIsLIxr164Bn+M5tra2nDt3TrwPQkJCuHDhgrBUSPBKEkQPfI7CSE6OKyoqSE1NJTQ0lOrqavLy8igrK2Pt2rWUlJTg7OyMioqK+PcJCQl8+vSJ5cuXU1hYCICSkhJnzpzB29tbxEt++eUXPDw8sLCw4OXLl1y7dg1bW1tmzZrF2bNn8fHxob+/X7zGf/zxB5s2bRIxEAnuoq+vj0GDBlFeXo6BgQFXr17F2dkZS0tLWlpaUFZWFtd+eXm50GBlZWVx7do1fvrpJ06cOEFgYCDv3r1DRkaGpqYmHj9+LHy4gwYNEj/L+PHjgc+lops3b4pCzc2bN7G2tubVq1dMmTKFw4cPY2dnR2hoKAkJCcjIyAhFoaTZOX/+fHp7e8nJyRF2DVdXV5ydncnKyvrfC8/xP7UcHBwG5OXl2blzJ5GRkSxZsoT8/HzBUVNWVsbd3Z1Lly6Rn5/Pli1bMDExQVNTky1btuDt7S3AqM7OzsTGxjJ8+HCxgQEYNmyYaP719/fz66+/Ym5uTkdHB99//z3FxcVC1xMVFYWhoSFKSkpcunRJ8MlSU1MxNjamtbVVQHPb2tqwt7cXPBgJwbuuro7Ro0dTXV0tlDfweSO3Zs0akfOCzzdOSWt03bp1eHp6UlFRgZOTEwMDA0yYMIGCggLy8vIAhILlu+++o7u7m59//hkDAwPS09MJDQ2loKAAMzMz9PX1cXBw4M2bNxQVFWFkZCS+r7W1NYcOHRInFx0dHbS2tqKsrIyfnx/r1q0jKCiIPXv28O233zJq1CjCw8MFKR4+j3/U1NTw9vbm5s2b7N69m5UrV7J27VoGDRpEZmamkHI7OTmRlJQkmpaSo3c7OzuuX7/OrFmzGDt2LO3t7ZSWlooNzOnTp5k4cSJ//vkna9euJTs7m/j4eHx9fYmIiAA+Zyq6u7upqanB1NSUly9fsmjRItGOlDgGc3NzaW1tRUtLi4kTJ1JQUEBpaSkAxcXF7Nq1S2ziurq6MDc3x8HBgYKCAszNzZGVleX+/fu0tLSwf/9+Nm3aRHNzs6iTS1qWeXl5ODg4cPToUWRlZUlKSuLs2bM8fvyY/fv309XVRXt7O7W1tdjb2/PLL7+I10Xy8NiyZQvBwcEMGjSIxsZGxo8fz5s3b0hJSUFbW5v6+nocHBx49uwZsrKyaGpqihvbyZMnsbCwoK6uDk9PT9auXcuVK1fESeeiRYu4fv06M2fO5NixY/T39xMaGkp2djYVFRUAWFpaEhsby4wZMygrK8PQ0JCKigpBME9LSxNKpi+++AI3NzdBdpdct5LmXEtLC8HBwRw4cICRI0dy+PBh1q9fT3l5udDSLFy4UKifpk2bxrRp04DPPlmJPikhIUHkwq5evYqsrCwtLS0cOnSImJgYFBUV8fb2ZvXq1dy/f5/3798DcPr0adTU1Hjz5o2Aj8bFxTFx4kSCgoKYMWMGGhoaODs7Iycnx+XLl+np6aGtrY01a9YAnxvJISEhws16584dVq5cyfbt27G1teX3338XLC9J41Ry8ix5XTQ1NXny5Anu7u789ddfHD58WGTWIiMjmT17NtHR0djY2FBYWEhwcDBxcXH4+vqKHGRSUhI5OTncvXuXAwcOsGPHDu7du0dDQwMTJkwQeTj4zMKTbGSXLFkiHqLTpk3jzZs3SElJkZiYiJOTEzIyMjx79oza2lpWrVqFjY0N0tLS3Lt3j7S0NPz9/UWmFT5vKmRkZATjsq+vT2xqJXnHc+fOoaamRlFREdu2bSM5OZmKigqROZO8NsuWLQM+q/EkcO4VK1awY8cO7O3tmTdvHnv27GHr1q20tbVRVFQk0CvOzs58+PCB5cuXk52dTU5ODn19fUhLSzN48GDmz58v3q8yMjKcPXsWNzc3SkpKxP93wYIF/Pbbb+jq6iInJycyXCNHjuThw4eUlpYiJyeHtLQ0s2fPRkdHh8rKSlJSUsSm4t///jfwmf117NgxHBwciI+PZ9SoUTx+/Bh3d3cqKyvFCeeLFy/YsGEDpaWlItv266+/CjWbm5sbtra2BAQEcOLECRHhOHfuHHp6ety8eZM//viDVatWIScnJ3R68JlD2tjYyN9//82mTZsoKytj/PjxJCYmMnToUOLj48Xhw86dO/npp5/Iz88nLi4OgK+++oq8vDyCgoKora3lzp07TJkyhdraWlJSUmhra+PLL78Um/Hu7m46OjpQU1MTTtpVpUzRwAAAIABJREFUq1aJa1Zy/SxZsoSsrCx2797N8uXLqampIS4uDj8/P4qLi4VaTnL/MDU1FRaThoYGFi1aJHKeWVlZmJmZsXr1aiIjIzl//jxeXl4oKCgwMDAgsumS5rAkTyfxVefk5HDq1Kn/mKP2z+gT+OWXX8J0dXWJiooiOTmZCxcucPLkSSZPnoyenh5SUlKCjfXDDz9gb2/PyZMnxchwzZo1bN26lQsXLvDq1SuMjIx4+vQpERERgkUWGRnJ69evqa2tZerUqbS2trJ48WJSUlIIDg7m6dOnAmVw48YNnJ2d6enpwc3NDXl5eaEJyszMZPz48djb2/Pq1SuqqqpITU3FxMQEIyMjsrKyGD9+PMOGDSMqKor6+nohnTUxMSEoKEhgQySS+NmzZwvdSWBgIOfOnWPSpElkZ2eLo/T29nYcHR3R0NBg9uzZdHZ2kpWVRX5+vlCgHD9+nAsXLjB+/Hj09fXR19enqKiIoUOHMmbMGNra2nBxcUFTU5PU1FTk5OQYGBhAXl4eOzs7fHx8UFVV5dy5c4waNYqKigoBZjQxMaGjo4Pu7m727t3LxIkT8fX15dSpUzg5OeHo6MiDBw/w9vamsrKSq1ev0tjYSGBgIIaGhiQnJ2Nvb8/s2bNFFb2kpISRI0eir6/P3LlzOXToEPHx8YKiLQnE9vf3M2/ePK5du0ZhYaHgqOXk5KCiooKNjQ1mZmZCY1RVVUVxcbFQHh04cICMjAwmT56Ml5cX2dnZ7N+/n8rKSi5dukRmZibGxsbs2LEDJSUlrl+/jrq6OgoKCsybNw9vb2+MjY05cuQIb9++Zc2aNRgaGlJTUyMsCRLDQ25uLh4eHgwbNoyhQ4diY2PDkiVLsLGxQU1NTYBenZycxEna69evxei9pqaGkJAQqqqqKCkpQUFBgZKSEl68eEFSUhJbtmzhzp07uLq6oqWlRUBAAIcPH0ZLSwt9fX06OzuZPn06MjIy5ObmMmvWLFHZh883Pz09PeTk5MjKyiI3N5eWlhaampoYMmQIubm5NDc309PTI8LXo0aN4syZM2RkZFBaWoqrq6uwMEhLS7N27Vra2trIyMjg8OHDbNq0CR0dHSFoX716NZ6enowZM4a7d+8iJSVFVFQUhw4dEowuiYg6NDSUoUOHYmdnh6qqKklJSZiZmXHz5k2RBxs3bhzTp0+nsLAQV1dXMjMz6evrIyEhgdTUVH766Sd6e3vJzc0lPT2dMWPG8PbtW7y8vOjp6ZHQyAFEpkViCqioqGDQoEH09/fz9u1bUWx4+fIl69atE5gQOTk55syZw4IFCygrK+Pjx4+MGDGCM2fOiIeLZFQtgR+/fv0aKSkpzp8/z5dffkllZSUzZ84UG/fFixcTFRXFmjVr6OzsFPowOzs73NzcxNhX4ufU09NDQ0MDS0tLvv76axHlcHBwQFpaWvx+4uPjaWtrE7ysDx8+EB4ezrp167h27Ro1NTXo6ury4sUL9u/fT25uLq9evaKiooKsrCxaWlqIjIzkyy+/FBDhb7/9FikpKebPn88ff/xBYWGhJJiNh4cHAwMD1NbWcvfuXX777TemT5/O+/fvefr0qXAgFxUViVG75EPJnj17cHFxETogPT09urq60NDQwMrKisjISCZPnoyvr6+wonh6evLzzz+jpqaGpaUl/v7+DB8+nOHDhzNlyhRUVVWxsLCgvr6er7/+Gg0NDeTl5VFTU0NFRYWuri4uX75Ma2ur0LDdu3ePdevWCd+vl5cX6urq/Nd//Rd6enrY2trS3t7O2rVrmTRpEm/evOHgwYOEhoZSWVnJ5s2b+fjxI+np6SxdupQhQ4YwMDBAS0sL9vb2qKur8/TpUzo7O0Xs4fnz50ydOpXLly9jaGhIVVUVBQUFGBoaMmrUKF6+fElISAjZ2dnCRDN79mymTJnC8ePHSU9Pp6Kigtu3b+Ps7MzUqVOJiYkRPLhPnz5hb2/Pn3/+iZKSkshHKygoCC2esrIyzs7OGBoaYmFhgZ2dHXfv3kVRURELCwtsbGzYtWsXVlZW3Lx5k76+Pp4/f86bN29wdHTk5s2btLW1ISsrK0wGioqKyMjI4OTkxMaNG1m5ciWDBw9m6dKlSElJ0dHRgYqKCjk5OfzrX/9i7969YkwbERGBm5sbNjY2hIWFibKIJPpx7NgxoqOj8ff3R0FBQSC2JJm9oqIiJk6ciKenJ3fv3iUwMJC0tDQGDx5Mb28vDx8+/I9Gn/9s1ICDBw+GLV26lB07dnDs2DEeP37MqlWrMDc3x8TEhJ07d6KhoYGuri5bt24VwWhFRUUcHR1ZsWIFGRkZeHl5YWFhga+vr8hWwecdv6ysLIsXL2bfvn1cv34dDQ0NEhMTiY+PR0pKiuHDh5Oenk5BQQHff/89VlZW/PXXX/z9998MDAxQWloq3JSPHj1CVlaWK1euoKioSHJyMhMmTCAnJwdTU1OWLl0qdDfq6uqoqamRnp5OTU0NEyZMAGDXrl3U1dUxatQonj17xuTJk1m4cCHBwcGcPn2adevWoaGhwcuXL+ns7MTMzIz79+/z+vVr4aGcPn062dnZfP/99yxbtgwPDw8CAwNJTk7G1dVVyLElpwkTJkygoaGBT58+0d7eztOnT1m+fDkJCQlkZWVRVFREU1MTGhoaTJgwAW9vb65cuSLYcfHx8UycOFF8Ej158qTQqejo6PD7778LF6KDgwMbNmwgKSmJ/v5+xowZg4aGBteuXWP48OHIy8ujrq7OrFmzsLe3Jy4ujvb2duEIvXbtGt7e3ty4cYOQkBD27NmDtbU1GhoawiMoKyuLkZGRyNhIwuVbt27F3t5eKHe+/vpr8vLyeP36tfD95efnM3LkSJKTk+np6cHHx4e6ujri4uLQ1NRk9+7dBAQEYGNjI07hnj17JpqfsbGxfPXVV9TV1XHs2DFevXpFT08PTk5O9Pf3s2nTJjQ0NFi9ejU7duwQJ4UWFhZIS0ujrKzM999/j4ODA58+fSIlJYW8vDwWLlzIokWL0NfXZ/369ezdu5clS5ZgZmaGubk5qampzJ07l8TERLq7uykrK8Pb25vOzk5ycnIoKiqiqqpKCNlLS0uRlpYWYfaenh6RZSwtLUVNTU3kfxYsWMDt27eJj48XPDVHR0c+fvzI5MmTCQgIoL29naNHjxIREcG//vUvQfhOTEwkPDycW7duUV5eTlNTE6qqqpw6dYrt27cTHR2NpqYm4eHhnD17lhcvXpCSkoKLiwuenp4cPXqUqqoqdHR0eP36NSNHjkRaWpro6GgAcS0pKCiQlpaGtra2yKRqa2vj5uaGiooKpqamWFtb4+npycePH9HS0qKsrIyCggJCQkIYGBigvb2dzs5O0bg9cuQIbm5unDx5kkmTJonc1fz58/H29ubChQsYGBjg6upKcnIyw4cPJyoqSrD9JAHpiRMn0tzcjIODAw8fPuT777/H2dmZXbt2kZiYSGtrK/X19SJXlZGRQVhYGOfPn2fp0qW8f/8eT09Pzp07J2ILhw8fFlm1trY2wRlUU1MjKSmJBw8eMGrUKBG+19DQYGBgAB0dHTHmGjNmDFZWVkyePBkrKyvRVv/999/x8/PDwMAALy8vpkyZwsmTJ3F3d0dfXx8jIyPU1NSQxFLs7e2RlZUVsYWkpCR2794t8j+SB3ZnZ6fQVDU3N+Pv7y9OqLZs2cLr16+prq4mOjoaWVlZqqur+eKLL7CwsODatWvC0VpcXIyLiwuVlZV0dnZSU1PDtGnTOHDggMgxP3z4kCtXrqCmpkZaWhr29vb8+OOPosmvoKDA4cOHef78ORs2bBBlKzMzM1E8++WXXzhx4gRhYWE8ffqU8PBwfv75ZxYsWEBfX5+AL4eFhREQEMCKFSu4cOECXV1dvH79mpycHKSkpPD09MTZ2Zlff/1VGAEWLlzITz/9xLhx40hOTmbSpElUVFTQ2NjIjBkzRHA/OTkZHR0dAV7/4YcfSE5ORkZGhu7ubkxNTWloaMDBwYG6ujq0tbX5+PEj//rXvzA2NhYliZKSErS1tWlpaUFbW1s8Ny9fvsy8efN49+4dK1euZP/+/fz888/i9/Ttt9/S2dnJkCFDuHfvHllZWRQWFnL9+nX09fXx9fXlxo0bdHZ28vbtW1xdXZGSkhJKNYnNICIiQnxvZWVl7t+/j7GxMS9fvmTcuHFIS0sjJyeHi4sLy5cvx9HRkb///htFRUVCQ0M5fvw4bm5u1NXVYWRkhJOTkygzrVq1ipMnT2JmZibeZ6amprx+/ZohQ4bw7Nkzenp6KCwspKmpiYqKCh4/fiyauXV1dSgrK4tT7g0bNvDx48d/ygT/6Tp69GjYn3/+yZMnT+js7PxvD52CggJ27NhBcnIypqamKCgo0NraipycHHl5eTx58oSuri5UVVWFluj69etkZ2fz5Zdfoqqqio6ODoWFhaSkpPD27Vt27tyJt7c3DQ0NuLm5sWzZMm7cuIG/v78I90qwE1999RU3b96kurqaVatW8fz5c5GNmT9/Pi4uLnR0dIgGn7OzM+fPn8fBwYFhw4ahqKjI0aNHsbGxQUlJif/6r//CwMCAyspKGhoaSE1NZfr06dTU1FBYWCg2oM7OzmhoaJCXl4e9vT1RUVFoa2sjKyvLuHHjKCws5PHjxwQGBvLhwwcBmezo6GDZsmWkpKTw5s0b7O3t+fnnn3FxcaG4uJg1a9Zw5coVpkyZwuzZszl9+jTBwcHCmejg4ICRkRFfffUVL1++RE9Pj7a2NvEwNDc3x9PTkzNnzvDVV19x5coVNmzYIB5Ip0+fJjMzk61bt9LU1EReXh5JSUnU19dz+fJlhg8fjomJCe3t7cjJyaGqqsqff/5JaWmpQIRkZGSgo6ODvb09S5cuJTk5meDgYC5dukRLSwt6enqiUKCjo4O0tDSZmZkYGBgwbdo0mpubCQ8Px8LCAm9vb6Kjo5k1axY7duwgJiaG1tZWfvvtN3R0dIiIiODjx4+oq6vj6urKmDFjSE5OZvv27Vy6dAk7Ozvk5OR4+/Yt48ePF4iAnp4eoqKiGD16NL29vRgZGXHnzh3h6LS2tqavr4/e3l50dXWFPLunpwdZWVnKy8vZtWsXz549Y+zYsfj6+ormq7m5OdeuXSMlJQV1dXXU1dVxd3envLycSZMmIScnh7OzM2fOnGHKlCnY2NiIT40mJib4+Phw9uxZFi1aJLyYSkpKTJ06lYiICGxtbbl58ybv379n3rx5lJaWEhAQQFtbG7t27WLBggVCm2NhYcGQIUP4+++/xafZd+/e4e7uzsiRIzE0NBQj86+//prVq1djYmJCU1MTPT09TJ06lTdv3rBp0yZMTU2F53bGjBmUlpZia2tLcnIysbGx9Pf3Y2lpSUREBJ8+fSI7O5vy8nKWLVvGxo0bSUlJITc3l87OTnx8fPDy8kJKSorly5ejr6+Pjo6OGKk/fvwYPz8/zp8/z8KFCzl+/DiJiYlUVFSwdetWAgICmDZtmvAIJiYmMmTIEHEqoaCgwLZt27C0tMTY2Jj09HTmzZuHsrKyGA+/f/+evLw8FixYwJMnT3j48KHYbOjr69PY2IiGhgbKyspCdTN37lwyMjIICAggJiaGR48esWrVKvLy8ujr6+Pq1auEhYURExODjY0NP/30Ez4+PgwMDCAtLU1vby9Xr15FTk6Onp4eocurq6tj8eLFwqPY19eHvr4+enp6ZGZmUlFRwbhx4xgYGCApKYm+vj7GjBmDrq4uJ0+exM3NDVVVVaqrq8Uobe7cuTx69Ijm5mbWrFlDUVERL168oKqqihcvXjBlyhQ2b96Mo6Mjw4cP548//qCxsRFfX19kZGSIi4tj4cKFFBQUYGtri5OTE1OmTMHDw0NsPnp7e7G1teX69esoKCjw5ZdfiilKfn6+wBbZ2NiwZ88ehg0bRkFBARkZGeTk5KCgoIC7uzvu7u7CJ3v79m36+/tpb28nOzub48ePM3fuXK5fv05ZWRn6+voEBAQQHx/P+/fvkZOT4/jx4+zatYvly5fT0tKClpYWaWlpTJs2DRcXF/78809mzJjB27dvkZaWZt68eZSUlKCnp4eKigoNDQ3Ex8cjLy/P2LFjqampEYqqkpISUlNTCQ4OZv/+/VhYWHD69GlcXV3F5khNTQ1nZ2c2b97MihUrKCkpQUtLS7wGpqamyMrKUlpaKsCurq6uVFRUCAyRxEstiQ3cu3ePnJwcPDw8iIqKYurUqWRmZqKmpsbUqVOxtbUVH/zd3d15//49/f39ZGRkEB8fzzfffMOoUaNwcHAQ+BsrKysaGxvFPa62tpbjx4+zZcsWiouLMTIyYsSIEWhqaqKlpYWJiQnXr1/n7du3wpetrq7OwoULefXqlYCQDxo0CFtbW8aNG0daWhrV1dXiOVtWVkZnZ6cYcf/6668YGBhgZmZGV1cXvb29pKWliYhIUFAQUlJSGBoaUlBQQHl5OVJSUuIwJSoqiry8PI4cOUJ4eDirVq36Z6P2n6yTJ0+GrVu3jvr6enR1ddHT0yM+Pp6BgQE6Ojq4du2amFEbGhryxx9/4OLiwtChQ5kwYQKtra08fvyYwYMH09fXx7Jly3jy5An6+vrcuHGD3Nxc5syZQ0pKCt9++y1WVlbcu3cPHR0dBgYGiI2NZerUqVhbWxMZGUlOTg4TJkxAT0+PH374gf379zN+/HhSU1Px9fUVwuaxY8eSn59PYmIily9fRkFBgeLiYvr7+6moqODu3bu0t7ezYMECvLy8cHBwYObMmfzyyy/o6OgwefJkkpOTBdW5sLCQrKwsIiIiOH78OP39/Zw+fZrRo0fj7Owsvvbr169xd3fHwMAAT09PUX2WUJj19fUxMDAgMzOTzs5OwSKqr68XYdusrCxcXFzo7+9n8eLFdHd309TUhJycHHV1daxatYrr169z+PBhLCwsMDU1JSMjQzhOTUxMWLx4MXV1dejo6PDFF1+goaFBU1MTV69epbu7GwUFBT5+/MiKFSuorKxk6dKlyMnJMWzYMBwcHBgxYgSjR48Wf05PT2fIkCE0NDQgLS3NggULKCws5N69e/T39zN48GDxNfv7+5GWlv4/2HvTsJ7T/w/7pH3fUyqlfdOehJRCRZY0lpCQtUHWGTNjBs2YMRgzxmDsxk4RY60sLVqQlPakBW0qpbRv9wN313H8H92/Z/eTuR47HIev7/fzua739XqdJ+3t7ezevZsdO3ZQWVnJp0+f2L17t8inaGhokJeXh5KSEjNnzsTKyoopU6aQmJjI5cuX8fX1xc7ODltbWw4dOkRubi6lpaV0d3ezYsUKYmJi0NTUFNMce3t79u/fj7e3N9bW1hQUFKCqqoqCggJbt24lMzOT/v5++vr6RJZxwLMXFxdHWVkZ8vLyNDc309XVhY2NDcuXL+ePP/5AU1OTvLw89uzZw969ezEyMiI3NxctLS3MzMxISUnB1taW3bt3o6mpibm5OWZmZowePZpvvvlGfK8G2Err169HWVmZL7/8kkePHnHnzh1GjhzJu3fv+O6777C0tOTkyZNYWFjQ2dlJV1eXaEj7+flhZmZGWVkZ5ubmPH36lJ6eHvT19YmOjkZBQYHm5mY6Ozu5desWampqREdHY2try9OnT3n9+jVTp06lpqYGV1dX/vrrL5qbmxk/fjyzZs0SRPrKykrS09M5f/48AQEBvHjxAj09PcLCwnB0dKSjowMLCwt++uknrl27hoyMDBMmTBDXVKqqqhw8eJD09HRqamqwt7fn6tWrxMXF8d133zF37lwaGhpYt24dK1aswNraGiUlJb788ksyMjLw8fFh5syZFBUVERoaSmJiInV1dXh6egoMi7q6Ot9//z0//PADU6dORU9PTzRiB0wjAxEGMzMzkpKSCAoKYtCgQdy+fZvs7GxKSkoICQnht99+EyWoiRMnMnbsWPHvmDx5Mg0NDRgaGnL69Gm0tbXZs2cPSUlJ2Nvbo6Kigp6eHhUVFeTl5bF27Vq2b9+OkZGRiDnk5eVRUFCAnJwchYWFxMbGEhAQwNixY3n9+jWVlZWUl5czYsQIIiMjGTVqFN7e3uJ35+rqSmxsLLa2tiQmJjJ9+nSuX7+OrKws/f39mJiYYGxsTHV1NXPmzCExMZGCggIOHjxITEwMra2t3LhxA3t7e7q7u/Hy8mLfvn0oKyujpqbG4MGDMTc3R05ODjs7O6SkpNixYwdHjhzB0tKSu3fvYmVlRWxsLLm5uaiqqqKtrU1ERATz5s1DU1OTd+/e4ePjI4wgsbGxxMfHo6WlxaxZs5g+fTqZmZnIyMiwcOFCgaQJCwtj7969hISEcPv2bRwcHFBTU6Onp4cpU6ZgY2PDqVOnkJCQYNGiRdja2tLc3Cw4XSkpKeI5JisrS21tLZ6enhgaGrJt2zYOHTpEfHw8zc3NBAUFsXv3bioqKvj+++/5559/hElk+vTpdHZ24urqioWFBatXr+bZs2eiSGZtbc3evXuZPXs2N2/eZNKkSYLc//PPP6OhocEvv/zChAkTeP36Nc7OzkhKSmJoaEhsbCyPHj1i8uTJeHl54ebmxoIFC/jiiy+QlJSku7ubZ8+ecebMGX7//Xd+/fVXHj9+zLhx4zA0NMTQ0JCCggLWrVsnLAp9fX3Y2tri6ekprnDd3d0pKSlBTk4Oc3NzOjs7CQwMxN7entbWVgICAtDW1hZMTx0dHXx8fCgvL0dCQgJfX1+huissLOTIkSOcOnWKcePGcevWLT5+/Mjw4cNFpjAtLQ0VFRVGjhyJjo4OP/74o+D2WVpaMnbsWNTV1amqqqKyshIZGRkkJCTw9vbm+++/Z8yYMZw+fRo3Nzfmzp3L7t27RYRo1apV/23U/pe1b9++7ampqaSlpREeHk5CQgJhYWGYmZlha2tLQUEBurq66Onpoa2tzfDhw6mursbU1FSMVOvr62loaODOnTuYmppiZGTE6tWrmTVrFlpaWpiamvLw4UM8PT1JTk4mICCAoqIiNDQ0cHV1Ze3atRw/fpwffviBffv2UVhYiJaWFgsXLsTo/5WW37t3D2NjY2pra5GRkWHkyJG0trZiY2PD8ePHsbe3Jz8/n/Xr19PX18fmzZspLS2lra2N3t5eGhoaRODeycmJuro6fHx8uHr1KmvXriUsLAxfX196e3sFjNDLywtZWVlSU1OZO3cuNjY2yMvLM2LECDo7OykoKGD06NFERkaiqKiIj48PKioqyMrKCmjt4sWLRXamsrIS+OwcTU5OFt687OxsZs+ezcePH7GxsUFCQoKXL18yePBghg4dio6OjsBGVFRUoK6uTnl5Oe/evRNtms7OTry8vIRbb+nSpQQHB5OUlERPTw8XLlxg8uTJrFq1io8fP5Kfn4+XlxcaGhq8fv2aCRMmkJeXx9GjR9m7dy+3b99GUVGRlpYWZGRkOHv2LE+ePGHz5s04Ojqip6f3f+r1dnZ2lJeXs3LlSqytrTE2NqaiogI5OTnBlyosLCQ5ORk3Nzch1JaRkaGzs1Pk0erq6rCxsSElJYWlS5cyaNAg6urqxEHiwYMHjBgxgmvXrgmtk6WlJceOHWPevHkYGBjw6tUrAgMDRbDZyMgIOzs7FBUVxaZ5oHl569YtSkpKeP/+PUePHuXy5ctISkqiqqpKTk4O48aNQ1lZGW1tbdLT08nNzWXo0KHcv3+ftrY2fH19xcb85cuXaGpqimnuQDtzy5YtAmMgLS1Neno6//77L/r6+sydOxctLS3evXsnTqAhISH4+flhaGjIpUuXWLp0KWfOnOHKlStoa2tTWVnJsmXLaGlpobm5GWtra8rLy9HX1ycsLAwvLy+ys7O5e/cu3t7eeHp6cu/ePYyMjMjPzxfNqwkTJvDu3TuUlZXR0tLin3/+Yf369SKonJSURGpqKt988w0PHjzg+vXruLq60tbWxrBhw6ioqCAgIIBPnz4xZswYurq6RB5v0qRJGBkZcfLkSWxsbNDW1qa0tJRLly6RlJREX18fd+7cYdKkSQL8+/jxY54+fYqcnBwRERH09PSgqalJWVkZq1ev5vvvv0dOTo6srCwxXcvPzycwMJDs7GyKi4sxMzMjJiYGBQUF/P398ff3x8vLC0lJSUaPHs2vv/7Kpk2b6Orq4vLly8TGxorNR3V1NTo6OtjZ2SEhIYGUlBSWlpasWrWKW7duISMjQ0tLC0uWLKGoqAgjIyPu37+PhIQEgwcPxt/fHysrK/T09Dh06BAlJSU4Ozvz9u1bxo8fj46ODhISEgQEBIjCj4SEhPD8vnr1Skx41NXVyc/PB0BOTo4XL14QHByMoaEhFRUVHDp0CFVVVZ4/f87QoUM5duwY33//PQ4ODpiYmIjNybfffsuLFy/IyMjA3Nxc+CiTkpLQ1dWlpKQEPz8/vLy8sLS0ZPTo0SQnJ7NgwQJOnTqFiooK2dnZmJqaIiUlRWBgIC9fvqStrQ15eXnu378vrt09PT1ZtmwZv/32G0VFRRQVFdHf3y+aisuWLUNdXR0TExMUFBRQUFAgLi6O/v5+du/eLTbT2tragr/X2NhIf38/wcHBeHt7s337diZOnCgiDjdu3OD48eMCNWJra8vvv/+OqakpZmZm7Nq1i8jISKSlpRkzZgxxcXGCc1lVVcX8+fOZMmUKHR0dZGVloaioiIKCAr29vWRnZ5Ofn8+IESPo7e1l+PDhIiPs4uKCtLS0iC7o6+uTkJAgbgHy8/P58OEDLi4uWFtbo6KigrGxsZiQXrx4kebmZpYsWYKcnBwpKSliYpeQkMDEiRNF9riurg5bW1vk5OSIjo4WV55aWlocPnwYW1tbIiIiePfuHdLS0igrK5OVlYW9vT1OTk68efMGExMTHBwc+PDhA5cvX+bChQscO3aMwMBAbt68KXiIY8aMwd3dXXx2q1atwtvbGxMTEy5cuMC+fftYvHgxSkpKSEpKsnnzZgoLC5l0txvkAAAgAElEQVQ5cyb19fWYm5tz9epVysvLycrKQlJSktmzZ6Opqclff/3F2LFjKSws5PvvvycmJua/jNr/uo4fP779+PHjYvedm5vL+PHjmTt3rpjqDIjGx44di5SUFKqqqly/fp3Ozk5SU1MxMDBARUUFExMTLl68yMOHD9m3b5+YArW1tZGTk0N2drbgrH348IGdO3eyfv16EhISGDNmDPfv38fExISdO3cyZMgQjh07JvhGz58/p6mpifr6etatW8ecOXOYNm0anZ2d3LlzR1xrvnjxgqCgICorK0WgUlZWlsGDBzNx4kRhE6iqqhIbyxMnTvD48WNycnIYMmQIioqKLF++nOLiYsrLyxkyZAixsbE8f/6coqIivvjiC/T19dm3bx+5ublIS0uzefNmtm7dip2dHefPn2fx4sW4u7sLsfnatWu5e/cuHR0dzJw5k4qKCpSUlHjy5An+/v7Iy8tz48YNMjMzcXNzQ1ZWFg8PDxFA/vDhAxkZGTx79oz6+npWrVqFs7MzERERHDp0SIAfFy9eTH5+Plu3bkVeXp6VK1diYWHBli1bePbsGfPnz8fT05NRo0bx22+/4eLiQlFRETY2NuKBPNBs7O/vR0dHh7i4OPbv309gYCCdnZ0YGRnR3t5OQkKCOEFXV1ejoqLC9u3bCQsL4/HjxyQkJIjQcXFxMT09PUhJSfHHH3+grq6Ok5MTsrKyKCgocOTIERISEvD398fMzIzu7m6ePHmCvr6+yJ4NYEqamppYs2YNf//9tygWJCcnY2hoyM6dO+nr62PFihU0NDQwbtw4zp8/j6ysLJMnT+bly5dYW1tjamoqTpVXrlwhMzOTxYsXU1xczLBhw/j5558ZPnw4zs7O7Nixg5qaGh48eMDUqVPZsGEDkZGR3LlzBy8vL6ytrZGWlmbo0KGCq2ViYkJUVJQoMwxYNN68eYOMjAx3795FWVkZOTk5srOz+fTpE9XV1bS2tmJnZ8fNmzfZuXMntra26OjoUFxczNu3b3n58iX79+9HVlaWffv2sXz5cnbu3MkXX3yBqakp79+/p6mpCT09PRwcHPj6668pLCxkwYIFYjo2IB93dnbG3d1dGBEKCwtxdXXl2LFjPH/+nDdv3uDj40NTUxPbtm3D1tZWMKfu3LmDv78/6urqyMjIMHz4cBITE9HT08PU1JTFixdz7do1ampqePr0qdicOzk5YWJiIl4gAxy77OxsPDw8+PPPPwV4OTg4mLt37+Lj40NiYiKWlpbU1tair6/PxYsXRdZsyJAhNDQ0CKBrXl4eoaGhKCkp0djYKK5osrOzCQsLE8aC27dvs3z5cmRlZQUvqqenh7KyMiZMmICuri5XrlxBV1cXQ0NDwd9TUVEhPT0dDQ0Nli1bRlRUFPHx8ZSVlSEhIcH27dtZunSpyAUNTOlSUlJYuHAhEhISLFmyhF27dhEeHs7jx4+JjY0VB4ve3l6MjIwYMWIEI0aM4PHjx6xfv57BgweTmJhId3c3BgYGLFq0iPT0dJ49e8amTZvYuXMn48aNo6amhps3b6KmpkZ9fb3gDU6bNo3IyEiSk5MpLy9HXV0dQ0NDgXro6Ojg3bt3GBgYkJmZia6uLk5OTnzxxRcMHjwYOzs7Dh48iJubG+rq6vzzzz+sWbOG2NhYFBQUOHbsGDIyMmhqatLZ2Ul5eTkZGRlMnjyZqKgoGhsbuXHjBm/fvkVRUZGPHz/S0tLC2bNnOX/+PDdu3CAvL4/Ozk5aW1uxtbUVntKKigqSk5MZOnQompqaXL9+ndWrV+Pt7S14nGlpaXz77bcoKyujo6ODsbExKSkp+Pv7c/PmTWEjMTMz4+bNm9jZ2VFfX8/Hjx+JjY0lMjISCQkJoqKi0NTUFAepn3/+mWXLliElJcVXX30lihM5OTkcPXoUKSkpysvLaW1tFWYNDw8Prl69ipubG729vdTW1gq2pIaGBklJSVhYWJCfn09sbCx6enr09vby9u1bKisrhYng6dOnZGRkEBcXR3d3t4hJpKens3//ftzd3env7yc9PV1M5uXl5YVrVF5envr6egoKCoiMjGTatGm0tLRgbW1NZ2cn0dHRRERE4ObmRkpKCgkJCeTm5qKpqcn27dspLS3l06dPREZG8vvvv/+f309VVZX47Xp7e6OiosLWrVuxsLBAWVmZ7u5uxo0bJzK58vLybNy4EQcHB3R0dDh27Nj/NFH7D88BmJub9xsZGfHLL78QEBBAdXU18FnJA58Dshs3biQoKEjkXi5duoSUlBTBwcHk5OSgp6eHhISE2PWvX7+ezs5OgoKCALh9+7aoUA80dGxtbdHQ0MDNzY2oqCi8vb1pbW3l9evXqKmpISEhgbGxMQ4ODgB4enoSFRVFfX091tbW7Nq1C0dHR6SlpRk2bBh79+7l8OHDbNiwgXXr1nH16lUMDQ3p7+8XJ9OBh6+mpiabNm1i7NixxMfH888//whd06FDhwgPD+fUqVO0trbi6uqKm5ub+LxevHjB2bNn2bx5s9iUhoWFiZOJs7MzioqKHDp0iICAAHJzc2lsbGTVqlUkJycDn2vkBw4cEDmRoqIiVq9ejaKiIioqKlRVVYnQMHxGiNjY2AjAL3xmCfX19ZGQkMDo0aN58OCB4OMoKCiwbt061q5dy4IFC8jNzSUtLY07d+4IuTd8pl3fvXsXFRUVQkJC2L17N1OmTEFXV5empibWrl3LnDlzyM3NxcDAgEGDBvHhwwd8fX2RlpYGPitgLCwsuH37NgUFBbx//x4bGxssLCyYOXMmv//+O2vXruXcuXOEhoYKqHJ7eztSUlLAZwba1q1b6enpQVJSkq1bt/Ltt9/y/v17gZQYOXIkTk5O1NfXC47V4cOH2bZtG/CZ95Oens6sWbNIT09nzJgxZGRkiEB/cHAwR44cQU9PD1lZWebPn8/gwYM5c+aMYIcpKCigp6dHTU0NixYtEoyne/fu0d/fz/79+9m9ezcpKSmEh4eTk5PDX3/9xQ8//CDQDFFRUXz8+JHjx4+zcOFCRo8ezYgRI9i4cSNFRUWYm5ujqqqKg4MDtra21NfXC7WSrq6u+O2NGTOGBw8eEBISQmZmpvi3a2pqkpycTHV1Ne/evRMQ0OHDh6OlpSVyYrm5uYSEhDB79mymTJmCmpoaUlJSpKSkYGpqKphdgwYN4tq1a4wePRoHBwfWrVuHs7Mz8Bkjk5iYSG9vL3Z2dnz8+FEgYSoqKjA3N+fNmzfcvXuXqqoqdu3axZUrVxg0aBBXrlwBQEpKiqlTp6KqqkpcXBwhISE8f/6csLAw7t27x/3793FycuLt27dIS0uTkJDAL7/8IpA6AN3d3fT09IiN39GjR9m0aRNTpkyhtbWVd+/esWHDBhISEigsLCQoKIgLFy6wfv16MjMzATh8+DC3b9/m33//xcXFhT179qCqqoqVlZXAnjx58oSamhrevn3Lw4cP2bZtG+3t7QKLkZyczJMnTzhx4gTV1dVoamrS1tbG9evXWbRoEV999RW7d+/mp59+YvHixZw7d46VK1eyY8cOwfd6+vQp2dnZgvDu7e0truoBNm/eLBRDA7+HyMhIVFVVRbD+/v37bN68mby8PME9W7JkCV5eXly8eJG2tjZevnxJZGQkFy5cwNrampSUFCEGBxgzZgx79uxh1qxZDBkyhAcPHmBhYcGIESNYu3YtEydOxN3dHQMDAx49ekR9fT1qampIS0szbtw4ALZu3Up7ezsGBgacPn2arKwsIarX0tLi1atXAsEzgAXJzs6moKBAFDAGojLq6uokJSVhZ2fHrl270NXVJScnh/T0dF68eIGjoyMAf/zxBxISEnR3d4vClp6eHlJSUigpKWFoaCiy05KSkpSVlfHs2TP++usvOjs7aW5uFm18LS0tcnJyACgqKkJaWlqgLTIyMtDR0eHgwYMCrt3c3ExISIj4Xt64cQNLS0vxrpw0aRKnT58mNDSUjo4O3NzcSE5Opri4mN7eXqZNm0Z2djZ9fX34+/tTU1NDW1sbb968oaGhQTyD/Pz8ePXqFenp6VhZWWFpaSmmknl5eZw+fZo///yTuro6NDQ0xPtqAAFTV1dHWlqauNZ1cHAgMTERCQkJTE1Nxf9pcXExnp6eaGtr8+OPP+Lt7S0wIQMA2wFcVW1tLX/++Sdr165FX1+fs2fPsmnTJrZs2SKuZKdNmyaKToAoRvX39xMVFYWEhIQAAM+ZMwcXFxcyMjL+w3P8L2vfvn3bnz9/jpSUFN999x1bt27F0dGRa9euUVVVBUBgYCB9fX20t7czYcIE3N3dsbCwEHqpARjftGnTsLe3R1FRkbVr12Jubo6xsTE6OjriSuTNmzeCSgxgYGDA27dvhZduwBc6btw4bG1taWpqoqOjAz09PUpKSujv7+fZs2esWLGCQ4cOsXLlSoqKipCSkuL48eOoqKggJSVFbm4u9vb2DBs2TFSQBw0axNmzZ4VzMiMjgz179qCkpER3dzd5eXlER0ejrKzM9evXmT17Ni4uLty/fx9ZWVlaWlro6Ohg4cKF3LhxAwUFBT59+sTkyZNpaWlh1KhRLFiwgDFjxmBiYkJ0dDTGxsaMHDkSf39/fvzxR9HaTEhI4Nq1a6ioqPDVV18hISFBTEwMZ86c4ddff0VaWpra2lq6uroYM2YMKSkpfP3110RERBAREcGVK1cYOXIkBQUFHD58mK+++kr4F52cnETIXF1dnUWLFmFmZsbFixcZOXIk/f39DBo0CBkZGXbt2sXo0aNpamqitbWVkpISEhMTxbTg3LlzzJ49m4CAAFJTU9HX1xc/5traWr7//ns2b96Mi4sLhYWFWFtb09DQQFNTEx4eHrS1tXH58mWampqora3F0NCQIUOGoKenx9KlS4mPj+fkyZPCWpCXl8eqVatQVlZm9OjRVFRUsGPHDn777TdxNTQARx48eDB9fX20trbS09PD4sWLsbKywsDAAGNjY7S1tZk8eTJ79+5FVlZW/F1nz57l3r17VFRUUF1dzZo1a0RA39TUlIaGBnJzc7lz546YfAUGBgqa/Z07d4iOjhbtvNzcXKytrYHPNHJvb29kZGTE1W1aWhpXr14lPj6egoICgoKC+Pvvv0XGw8XFhRMnTmBiYkJ7ezuxsbHExMQIGPHABrKoqIj4+HgGDx7MzJkzRUaru7ubSZMmUVZWJhQ4ISEhzJs3j1WrVqGmpkZUVBTLli0TzTMpKSlevXpFa2srnz59oq6uTkw4PTw8MDc3Fyy4gZyUqakpvr6+PHr0CAUFBaKjo9HV1SUmJkYgdF69ekVISAg3btxAQkICDQ0NVFRUsLa2Jj09XUxAOzo6xEaturqaJUuWEBQUhIaGBl1dXdjb2xMbGyvKOgPMLx0dHdauXUtwcDDFxcWMGTOGiRMn8sMPP1BeXi6u6xctWsStW7e4desWubm57NmzBw8PD3755Rf8/f25f/8+U6dOxdnZmZMnT1JQUEBubq7QE82ZM4fOzk40NTWRk5MTyp7w8HCio6OFQaS4uFgUMQYiFxISEgQGBuLp6Ul0dDSenp6CVj927FiMjY2xt7cnMjKSXbt2Cf4VgK2tLSEhIeTk5PDp0yd+/fVXDA0N+fLLL8VBR0ZGhubmZsLDw7lz5w779u3D3t6ew4cPM2LECNTU1ATs1sXFBT8/P7766isqKyvZvn075ubmxMXFicPlnTt3WLBgAVZWVkRFRfHdd98JGO7u3bv56quv6O/vF/T6iIgIbt++jZmZmTBQPHz4kCNHjrB06VKys7NJSEjg6dOnTJgwQWT+Ll++jIODA/X19VhYWKCjo8PTp0+Rl5fH1dUVWVlZ6urqePXqFW5ubsyZMwc1NTWePn1KVlYWR48eZcOGDcK48OnTJ9rb21FUVKSsrIzRo0dz+PBhJCQkePz4sWDQNTU1cf36dQICAjh9+rR4rujo6PDmzRsRjbGzs6OgoIDvv/+etWvX0tLSQmBgIKWlpaKFLisry6tXr9i1a5doeiorK6OkpIS9vT3q6uq8efMGX19fEhMTGTduHE5OTjQ1NYkSx48//khwcDA1NTVoaGhw//59Ro8ezZAhQ4QVRVtbG0tLS8GSG5i4/vzzz0RERHD9+nXRsPzqq6+oqKgQk2NVVVU6OzuFm7a1tZXMzEzk5ORYtGgRixcvxtjYGFdXV5KSkigsLGTNmjUMGTKEoKAg/P39RcHvyZMnWFtbU1hYyIYNG3j+/DkpKSm4urry5MkTVq1aRUxMDLt27eLly5e8f/+ec+fOcfv2bbZs2cLLly9RU1MTnLWioiKUlJQYPnw4x44d+69M8L+u/fv3b6+urhY+ub1797Ju3Tpu3LhBZ2enOGE4ODgwYcIEDhw4IBxomzdvprGxERsbGyGIrq2tFVLmhw8fiolNfHw83d3dXLlyhREjRrBlyxbc3NwoLS3F2tqa/Px8odFYvXo1JSUldHR0MHToUGRlZUlPT2f+/Pn8/vvv+Pj40NjYSFJSElOnThUj/Dlz5ohAY3V1NZaWljx69EioTezs7Bg0aBATJ07E0dGRoKAgdHV1uXbtGg4ODiQnJ4u2y8aNG8nIyGDFihUEBgZy8uRJnjx5go6ODqmpqYKl1NzczLRp0/jw4QMfP35k5syZDBs2TGAfmpubxcvZwsICgJycHNzc3Fi5ciWtra3iOu7x48cij3H27Fmsra35+PEjenp65OfnY2Vlxa5du3j8+DETJkxARUWFuLg4XFxc8PX1RVFRkX///Zf8/HxsbGzw8fHh1q1beHp6oq+vz5gxY3j8+DG5ubm8e/cORUVF3N3d0dbWJiEhAXl5eaZMmUJpaSnz589HUVFRXM15eXnR0dGBlJSUoKkPtGDfv3/PkSNHmDJlCqmpqURGRlJQUEB8fDynTp1i9OjRDB06VGAtLl26hKGhIZKSkpiYmFBWViZgmbm5ubi6uoqcja+vL3/88QcODg5ic1ZUVMSHDx/Q09Pj4MGDZGVlMX36dLy9vQkJCWHRokXY2NjQ1NTElStXcHd3Z/78+SxatIg9e/YIqKOuri42NjaoqamJ30NMTIxorTk4OLBhwwYePXqEkpISx44do6uri87OTrq7u9HX1+eXX35h5syZxMTEkJmZia2tLQoKCrx+/Zry8nIaGhrIysri8OHD5Obmkpuby9ixY5GWlmbOnDnCezeQJ6ysrOThw4ecOXNGgFEVFBQwMzPj0qVLzJs3j9OnT+Ps7ExcXBwVFRUEBgaKjfFAYHjgZTFq1CiGDRsm2lyhoaFISkqiqKgo/pyBgQFWVlaoq6tTU1Mj0DpWVlacOnWKgIAAXFxcuHPnDr29vQLJYmJiwrNnzzA2NkZfX1+0YuPj4wWM1MfHB0NDQ+rr61FWVsbHx4enT5+yYMEC3r17x5IlS9i8eTMyMjKsWLGCzZs3Y2RkRFlZGUVFRfT09DBp0iT8/Pzo6+tDXV2dDRs2YGpqSnFxsQh5D+RHHR0dUVJS4vXr1zx58oSwsDBcXV3JyckhLS2NpUuXikm2rq4u69atY8eOHbS3t+Pj4yO8wf/++68AHefn51NWViZajgMoEkNDQ27cuCHMBR8+fCAkJAR7e3uOHz+Oh4cHr1+/RkpKitOnTwv1k7S0NOfPn2fr1q1ERkZy69Yt0tPTcXR0FNf8EydOFGHyyspK9PX1WbVqFUuWLMHExAQfHx9OnDjBu3fvUFdXF+09Pz8/lixZwtmzZ1m9ejUyMjKkpaUxfPhwGhsbxSFggLXl6ekp3Mw2NjbY29uTlJSEoaEhsrKyODk5iRxUS0sLgwYNwtDQEAcHBy5dukRFRQUeHh6MGjWKiIgIrl69yrRp08jIyGD79u2UlZWxYsUKcnJyUFVVRV9fn7i4ODw8PFBUVKStrQ1PT09u3LjBuHHjOHDggLjJeP/+Pe7u7piYmPDkyROmT5+OkZER8fHxqKioCMeylpYW9+/fR1tbm8OHD/Ps2TP27NnDtWvXGDduHK6urgKjkZmZiaSkJFJSUoSFhfHDDz8wfPhw0tLS0NXVFWURY2NjrKysuHTpEiEhIfj6+hIeHs7GjRvF5NfX15dvv/0WPz8/pKWlyc3NpbW1FUVFRf744w++/PJLnj9/TmdnJ5mZmVRVVeHt7U1wcDAlJSU0NDQIoPTAJk9OTk5kKAdsFuPHj2fv3r34+Pjg4uIiWt02Nja0t7fz999/iyZsV1cXBQUFvH37lp6eHtzd3QkJCcHc3BwbGxumTp3KwYMH8fX1BUBfXx8lJSVSUlL4559/uHLlCtevXyciIkJAxs+fP8+cOXNYsWIFlZWVWFpaMmnSJK5fv05TUxNpaWlkZWWxfPlylJSUCAwMZMKECSgpKZGRkSGIESUlJcyYMYMHDx6QkJBAUVHRf3iO/3X99ttv248fP05KSoqYhJ0+fZpFixbh7u7OkCFD0NLSIjIykjdv3jB9+nRUVVVxcnLi5MmTDB8+nJiYGG7fvo2RkRGlpaVkZWUxceJEJk+ejKurK3FxcQwaNIiWlhba29uFa27o0KEUFxfT2dkpvG76+vo8efKET58+kZaWhrGxMZ8+faK7u1uET1VVVdHQ0EBaWpoPHz6IoOfAFG3gKsPQ0FBkXUaNGiVOytHR0fj6+pKenk5vb69oYsXExDBo0CDRaNm1axdLly6lvLwcNTU1NDQ0GDFiBF5eXiK7Vl1dLXQcbW1tlJeXs27dOgYPHoy6ujqOjo40NjYiLy/P1atXSUpKwsXFhc7OTp48eUJ+fj66urq8ffuWL774gtevX1NaWsr58+d58OABhYWFSEhIMH36dNra2hg3bhxjxozhxo0b/P3334wbN44lS5awZs0aVFVVUVVVZdu2bcjIyPDw4UOWL1/Od999R3Z2Nurq6hw7dgwVFRV6e3vp6OjA0NCQvr4+3Nzc0NLSEmPsly9fCt7WsmXLkJGRoauri6NHj4oXLyA2dBMnTuTKlSts3bqV06dP8+HDBzZu3Chers7Ozhw7doxnz56xePFiVFRUmDx5Mi4uLmLEDjBjxgyOHTsmhOxBQUGC2bRq1SqkpaWxsbEhMzMTBQUFvvzySwIDA9m0aRO+vr7ExcWxYcMG/P39WbFiBV1dXcydO1dcdwy0Hgd0X5WVlcjKytLQ0CBC3+bm5owYMYK9e/cybdo0oqOj8ff3F16/vr4+8dD7559/8Pb2Zs6cOSgpKdHR0cHDhw9RUVFBUVFRgIOjo6Npa2tj9uzZZGdnY2try+XLl7l69Sp9fX00Njair6+PsrIyJiYmpKam8vfff1NbW8vz58+ZPn06dnZ2othw5coVNmzYwMePH0lLSxPU/YiICFJTU9mzZ4+4Sk1LS8Pb25tHjx5RWVkprhljY2MFtmPChAn09PSgp6eHioqKuHrX0tIS2bPOzk4mTJhAVVUVBw4c4NOnTwwePBhHR0cCAgLElLazs1MQ5tevX4+hoSG6urp4eXmxYsUK1q1bR2dnJ+rq6mhoaFBTU0N0dDTh4eFkZmYyaNAg+vr60NHRYdiwYejq6nLixAmampqEaqe3t5eRI0diYGDAhw8fBMtKWloaW1tbgdKorKwkOzubuXPnUlxcLJyXb9++Zd++fXzzzTckJCTw+PFjhg4dyps3b7CwsKCrqwtra2ukpKRQUVFBS0uLgoICLl26xPv370VeMTY2lsbGRn755ResrKxobGzEycmJjIwMrl27JiCvOTk5AlwaHx+PpqYmLi4uwgc8EDQPDw9HSUkJZWVljhw5wvjx4wkODkZdXZ2+vj6kpKQ4efIkdXV1bNmyhd7eXvLy8nj79q0IyP/xxx8cPHiQ/v5+HBwcCA4OJi8vj4CAAL777jsCAwMxMzMTqKK//vqLVatW8csvv2BhYYGXlxf37t1DRkYGCwsL7t27Jz7D5ORkcnNzqaysZM+ePWRlZYkry/Xr1xMcHExnZycKCgro6+tTUlJCREQEnp6e3Lp1i4ULF9LX18c///xDWloabW1tgopfVVXFggULGD58OPPmzePrr78mPj6etrY2vvjiC+HT3LBhA+7u7ri5uaGqqkpSUhLLli3j6NGj4mbDxMSElpYW1NXVuXjxIjY2NvT29pKWlkZISAhPnz5l/fr19PT00NXVxcePH+nu7gagpaWF9+/fU19fLw7gO3bsELcvt27dwtjYGC0tLRYvXiysEk5OTigqKmJqaoqfnx8vX77k7du39PX18eLFC3E40dTU5MyZM9TU1Ij3x8CNzQAWSkpKipcvXzJz5kykpKSE9UVDQ4PAwEBcXV3R09MTGbJx48bh5eVFQ0ODiH/k5ubS29uLp6cnvr6+GBoaoq6uzvDhwyktLRUlsQGclZubGwoKCgJAnZSUxIIFC/D19UVOTo6xY8fy7NkzVq5cyaNHj3Bzc6O8vJzc3FxUVFRoaWmhqakJNzc3lJSUkJaWZtOmTdTW1hIZGYmGhga2tra8e/eO8vLygen+fxm1/2W5uLj0Hzx4kDt37jBr1ixsbW35+uuvhc+ts7MTJSUlNDQ0hCT2+fPnODo6Ympqyty5c4mOjqagoIDGxkY2btzInj17mDdvHnp6egCcP38eBQUFQkNDUVZWJiEhgbKyMlpbW1FSUiI0NJQHDx5w8+ZNli9fTlJSEo6OjiQlJYnM3L59+7hw4QKenp5cuXKF9evXc/nyZRQUFNDQ0GDfvn1ERUVRVFQkfqDGxsakpqZy48YNAMzNzamvr2fOnDlkZmYyc+ZM4LPz0sPDA0lJSdLS0oiPj6e6upoTJ06grq5OQkKCmIaFhYUJ+rqVlRU1NTWcOHGCefPm4eDgwK1btwTkcN68eVhYWPDq1St+//13kal4//49UlJSjBs3jiNHjuDh4YGUlBRWVlYipFpQUMCqVavo6Ohgz549ODs7U19fL7I7qqqqoqF26NAhzM3NGT9+PGfPnmXq1KloaWkRFBSEkuw82JYAACAASURBVJISDx48YMOGDWKDPfACr6qqIiEhgQULFuDo6Chyenv27MHMzIx///0XAwMDVq5cye7du4VPMCkpSehJmpqaGD9+PBUVFfT19dHU1MS8efPIzs7m6dOnLFu2jJcvX5KZmYmLiwvx8fFYWFjg6+sr8iGAQLf09/fz119/cenSJZqbm1m7di0HDhxAQUGB58+fo6qqyoQJE/Dy8uLSpUvExcUBsH79eqZPn87o0aM5d+6c+HudnZ1ZsWIFvr6+VFVV4eTkxLlz55gxYwZnz54lPT2ds2fPAp+zP/7+/sydO5clS5ZQWlrKlClTiIqKYsOGDSKzdvPmTaZOnUpJSQkvXrygqqpKiNBfvXqFurq6mAr5+fmRmpqKrq4u1dXVIg93/vx5rl69yvXr15kxYwYvXrwQn2lISAh79uzh5MmTlJWVcfnyZQwNDUlNTeXAgQN88803bNy4ESkpKSIiIvD392fChAlUVFSIE7qcnBx5eXmcOXOGkydPsn37dkaNGoWfnx+vX7/m/PnzTJkyRXhZB0DHCxcuJD09Hfic/Xn06BGrV6+msbFRbGqOHz/OhQsXhKHiwIEDlJaWUldXJxrPb9++BaC4uJiwsDCOHDnCwoUL2b17NzU1NRw+fJisrCykpaUJDw/Hy8sLf39/LC0tkZaWJjExkTt37gCfp/lpaWkcO3aMvXv3Mn/+fFpbW3n69CldXV2YmpoSHx/Pjh2fn/lRUVGYmJjw9u1bXFxcgM95ovDwcA4cOCDAu8uXLycmJgYJCQmmTp0qMCpVVVVs3LiRrKwscc0Mn8XaDQ0NqKqq4ufnR3x8PPDZ53j8+HH++usvnj17xpo1a2hra6O1tZWysjI0NDTYv38/AKNGjRJIA1lZWeBzbq2goIDQ0FCePn3KyJEj6erqEkDWgYjDwCa1sbGRSZMmceDAAVRVVVm1ahVZWVn09/dTWlqKmZkZWlpa7Ny5E319fSwtLXn69CmTJ08W2bDW1lZmzpyJk5MTMTExdHV1ifC/vLw8NjY2HDp0iO3bt4sr4NevX7Nx40YiIiKAz9Dd4OBgUUIyMjJCUVGRBw8eCLzO/v37WbhwIZqamsIFOWnSJOFfPnToEPb29gwaNEhsdAYOBWpqanz99decOnWKa9euMX/+fIHaCQgI4KuvvgLgzz//JCMjAzU1NZqbm7GysqKpqUk4KC9cuMCaNWtwcnJi0qRJAsOya9cuFi5cCHw+kLS2tgoFoZmZGXl5eaxZs4bc3FzRsrW3t8fd3Z26ujqx6RkAQ8+ZMwdnZ2emT5/OypUrSUtLE+/RJUuWYGFhQW1tLbKysixevJhXr17R0NCAhoYGSkpKwOf8cklJCU1NTbi4uPD27Vvu3LmDtrY21dXV6OvrM3HiRG7fvo2BgQHFxcU4ODgIcwN81scZGBiwadMm9PX1uXr1KikpKURERNDc3ExTUxPHjh3D09OTSZMm8erVK968ecOsWbNE4/vy5cvMmDGD169fM3z4cLKzs4mMjMTDwwMVFRVu376Nvb29yJ63tLRw48YNHBwcRKxJXV2dUaNGUVtbS2JiIu3t7eJQunHjRjw8PP4n1+fg/68/8N/6b/23/lv/rf/Wf+u/9d/6/2f9d/XJZ+DtAAesvb2db7/9lqlTp2JpaYmqqird3d10dXURFBTEli1baGtrw8XFhYMHDzJjxgwx4SkuLkZFRYWpU6cKp5ycnJxoecyePZtNmzYxefJkzp07JwjtP/30E3///Td2dnZ4eHgQFRWFmZkZRUVFGBoaEhERIaYv3t7eDB8+nBkzZqCrq0t+fr5QU9TV1YkcSXNzM+Xl5bx48QIDAwOcnJxwcHBARkaGBQsWUFhYyJUrV5CSkuL27dt4eXkJRo2WlhYtLS1Mnz4dbW1ttmzZgrKyMpcvX+bx48dMnjyZcePGUVZWRmxsLFlZWXz77bfIyMhw8eJFmpqamDJlCq6urqioqHDlyhWysrJYtGgR//77L/X19UyePBk3NzcsLCxISUkhJCSE9PR0bGxsaGtr46effuLEiROkpqYKwfDw4cNFZVxHR4dZs2ZhaWnJnDlzsLW1JSMjA1NTU9TV1Wlra0NKSoqlS5cyfvx4YmNjkZSUFEHtAdVNa2sr1dXVNDY2Iikpyd27d8nNzaW2tpbw8HDhywsJCSEqKoq5c+cSHh7OkydPaGhoEPVuR0dHpKSkeP78OUePHmXSpEm8fv2auro6ioqKGDp0KO3t7Vy6dInS0lK0tLRwdnZm8+bNpKWlERQURFVVFTU1NUhKSjJq1ChycnIwMzMTXsDw8HDq6urIyckRjakBWKyBgQHW1tZs27aNyZMnc+HCBSoqKvj111/Ztm0b06dPR05Ojm+//ZbZs2cjLy/P7du3MTExobu7m/r6egoLC9HT06OxsZH09HS+/PJL3N3dBZNJSUmJ0tJSVq1ahba2Nk+fPkVWVlYgZrq7u5GRkeHJkyfU1taipaWFrq4up0+fJjAwkJycHJSVlZk3bx5RUVGi2bZy5UrevXtHZ2cn7u7uogTx8uVLFBQUKCgoID09HT09Pbq6uhg0aBAVFRVMnDgRSUlJ3r17x4QJE0hMTMTFxYXIyEgeP35MRUUFnp6eeHt7U1BQwIIFC0hJSSE1NZWOjg4UFBTQ1dUV35n379/T1dXF3r17UVVVpbm5mRcvXggpeXV1NQsWLCA2NpalS5fy8uVLNDQ0KC0tpaKiAn9/f9rb24Uf9ty5c5SUlPDx40dSUlJYvXo1srKyDB06lLy8PNLT05GUlERHRwdXV1e8vb0FjFhHR4fCwkJGjx6Nvb29kI4P4A127dqFvr6+uKpsaGgQwNKoqCjS09NZvnw527ZtIzg4GDk5OUaPHs3evXuFcWL8+PFISUnx4cMHFixYQHR0NPPnz8fPz4/g4GCGDh3Ktm3bOHDgAEePHiUnJwdPT0/++OMPqqqqCAsLQ1NTk+nTp3Po0CEsLS1xdHQUnkP4TKd3dHRERUUFDw8PvLy8iIuLQ05OjlOnTnHr1i18fHzIzc1FTU2Nu3fv8ttvv2FiYsJ3333H8+fPhV7pzz//pLS0lP7+flasWMGWLVvQ1dXFwMCA7OxsNm3aJNyn1dXVXLlyBV9fX3FdZWlpiZ+fH+np6bS1taGnp0dHRwcBAQGkpKRQV1fH3bt3CQsLw9PTk7Vr13Ly5Em6u7uRk5MjPj6eN2/eMHXqVK5evUpxcTHy8vJ4eHjg7u7OyJEjyc/PF43hixcvoqKigouLCw8ePCA0NBRjY2NCQ0N5/fo1kydPFniKX375haioKL7++mtevHiBhYUFv//+O6GhoYKaP8C209LSEl7f2tpa1NTUaGho4P79+9TW1jJq1CicnZ3ZunWraJ8/ePAAgP7+flJSUsQVqre3t8i45efn8/DhQx4/foyKigqDBw9m5cqVpKSk8ObNG8aOHUtxcTESEhLCvLNmzRqMjY2ZNGkStra2JCQkMGvWLOTl5fnw4QMfPnwQof7e3l6Rzz1z5gzp6emMGjWKjx8/UlNTg42NDYqKirx8+VJMbuPi4lBQUCA+Pp4NGzb8H0jvgM5x/PjxVFZWUlNTIyIfAygVR0dHEhMTKSkpoaSkBFVVVR4+fEhPTw/Lly8nMzMTPz8/MjIymD9/PqmpqQwePJiWlhbKyso4dOgQQ4YMwdnZmcePHxMaGoqJiQn3799nx44dwlCQm5vLjRs36O7uFgWIuro62tvbkZOT49WrV2hqahIUFMTo0aPp7e0lIyODlJSU/4C3/+vav3//9pCQEP744w+WL1+OjY0N9fX1FBcXU1FRwb1798QXwtDQkOTkZMFwUVFRYe/evYwZM0boSp48eSIAjQOaFw0NDRG4vnDhAj4+PpiZmfHw4UPS0tLw8vJCS0uLx48fExgYyJs3b7h69Sqenp68efOGiooKtLS0UFdXx9fXVzjfwsPD8fHxoaCggCVLluDi4iIAp+Xl5bS1tbFnzx709PSora1FRUWF169fo6mpiZ2dHc+fP8fOzo6Ojg7xhVJWVqalpQUbGxt+/vlnJk6ciJKSEhYWFpiZmYkrAmtra7q6ukhNTRUtMisrKyQlJYHPjk85OTlcXV2FgLipqQldXV2uX79OUFAQR48eJTQ0lJqaGlpaWrCzs6O3t5e2tjZiYmJEXujWrVv09fVx4cIFduzYgYmJCWfPnmXPnj3Y2dkJh9vHjx9JTU3l6tWrREREcOnSJczMzETLZiDvp6uri7S0NBkZGUyaNEk4OAdySZs3b+bChQuCbWVra8uuXbv47rvvRCt25syZODg4oK2tjaOjI+/fv2f+/Pn4+Pigra0tNtz3799n2bJl9PT0YGZmxqhRozAzM6OwsJCFCxfi7++PlpYW2dnZgvI/AFQd+DwHlF8aGhr09fVRXV3N7t27CQsLIyEhQeAIhg0bRk1NDS9fvmTevHm0t7cL7lpmZibbtm3j4MGDDBs2jLS0NOrq6oiOjmb27NkoKipibW3Nu3fveP/+PSNGjCA5ORk/Pz8UFBRQU1PDyMhI8M4MDQ2xsrJi1apVJCYm0tTURHNzM5s3b6a+vp7Lly8jKyvLjz/+SG5uLtOmTRNWipCQELq6upg1axZffPEFa9aswdnZmezsbNra2khKSiI/P5+goCA8PDxQU1MTuaKoqChqa2vx9fXl1atXXL58mVmzZonGrK2treC6PXjwAB0dHUaOHElcXBzPnz9ny5YtdHZ2MnLkSGpra3n9+jVv3rxhxIgRTJgwgfHjxzNnzhwmTZpEcnIyISEhODs7C7/iANMtIiKChIQEAXDNzc1l0KBBPH/+nPv37zNixAiGDh3KgQMHWLt2Lffu3aO8vJzExETCw8PJysrC19eXFStW4O3t/X8OJDExMcyePZvW1lZkZWWFCcHe3p7k5GT27t1LbGws2trajBo1iry8PLEBlJSUZNq0abx//x4XFxdUVVXp7e0VTk9DQ0M0NDQwNDTE2NiYAwcOMGzYMNTU1IQ94siRI0LqXlJSwsWLFykvL8fMzAxlZWUkJSXZuXOngKrW19fj7e3N1KlTqa+vJzY2lp6eHvLz83F0dKSkpIS0tDRevXpFW1sbY8aMYfr06cydO5fDhw8jLy/Po0ePkJOTQ15eXkirKysrmT9/PrNmzRIquI6ODvT19Rk2bBgKCgokJycTGBgongNVVVXo6upiZGQkCjouLi789NNPhIaGkpGRQW9vL4qKity8eZOenh5CQ0NpaGhg2LBh9PX1oaWlhbe3NzExMSQlJSErK0tAQADe3t4igzpjxgwKCwuZOHEilZWVSElJcevWLfbv38+wYcNISUkhODgYBwcH6urq6OjoEFgPAwMDpk6dyvnz51FVVcXd3Z329nbu37/PzJkzefjwIVFRUejp6TF58mRR9oqLiyMxMVE8p2VkZNDR0SE8PJwvvviClpYW/Pz8gM+bsvHjx/PhwwdGjBhBY2Mjp06d4vz586ioqNDe3k5RUREqKiq0tbXR3t7O+/fv2bFjB3Z2dty/fx8DAwNB2vfx8WHixInY2dkREBBAWFgYoaGh3Lx5k7KyMvLz8zE1NeWnn35CQkKC0NBQ6uvrUVVVJT8/n5CQEMaMGcOaNWvIzs5m6NChSElJYWtry/Xr15k1a5aI8Dg6OooIzABYuri4GGdnZy5duiR4lE+ePMHR0RFDQ0O8vb3FO11O7v9h7zy7qjzXtjupC0SaIlWU3ptUaSIIIiqKgMaKLdaosUTNtiQmGjVqYkyMMfYuGHvEriACIoiIdAREepPepL4fHFxjPJ/e/QP2+gEOgXWX6zyPY05Fbt26hZ+fHwUFBcJL2tnZyZAhQ7h37x6TJk0SBhBFRUVOnTrFpEmTuHPnDoWFhVy/fp21a9eKwpednR2tra1ERkZia2vL+PHjMTQ0pLq6mqqqKsEDtbKyEn+fjo4OwsPDuXv3LpmZmbx//56NGzciJyeHqakpsbGx/wPe/refnTt37mhubmbnzp3Iy8tTVVUlshk9PT18++233L59G3t7e2bMmMHhw4dJTEyksrKS0aNHiwtg7969aGlp8fjxY6FGGvCXDTTwBm5Crq6ubNiwQbSC3NzciI2NpbGxEV1dXQ4cOMCtW7cYOnQo5ubmGBgY8ObNG8rLy8nNzeXatWts27YNLS0t4uLiUFFR4bfffmPy5Mmoq6tz9uxZnJ2dOXfuHN7e3oSHhwshd11dHS9evKCyspIPHz7g4eFBTU0NOTk5LF26lJaWFkJCQlBRURE3g+rqaqZPn46JiQnXr19n5syZ3Lx5k/z8fBH8Hbi43r17R2JiIiUlJSQmJhITE0NoaCgpKSl8+PCB7u5uduzYga6uLhYWFlRVVdHZ2UlgYCCdnZ2MGjWKo0ePIiUlJcwLI0eOJCUlRQQy4XMOR0FBgY6ODq5fv05ERATXr1/Hzc0NW1tbioqKaG5uRkFBgYaGBmETWLp0KR0dHWRnZzN//nxUVVUJCgrCwMCA169f4+LiQnR0NL29vWzevJlVq1YJ16ixsTF79uwR2JO+vj4Rrh4Q8kpJSWFmZkZLSwuhoaFMnTqVd+/eceXKFfT19YWs+ddffyU5OZlnz54xcuRIkbEqLCykra1NBJbl5eX58ssvGT58OLt27WLNmjVs376dZcuWiYesnJwcmpqa+Pj4iHxGf38/ly9fJiIiQoCAjx49ysuXL7lw4QI7d+7kwoULPH36VOhbFBQUxEN2oGYfGxtLVVUVmpqaLFiwQDQrDx8+zIYNG5CVlWXQoEG8efNGwGqbm5uxsLAQ+isFBQUeP37MsWPHGDJkCKWlpdja2qKlpcWZM2cwMDBAXl4eLy8vrK2tBe09Li6O0tJS4uLiOHXqFJWVlcLVOTC9MDExITc3F3d3d96+fUtFRQUNDQ2UlJQQEhLCsWPHGDFiBB4eHnR3d9PZ2YmdnR0KCgrCAqChocGIESPYu3cv7u7uFBcXU1NTw+jRo6mqqiIuLg4bGxv6+voEWFZRUZH8/HzS0tLElDUgIEBM4T9+/EhnZyc2NjbAZ47WwEOnu7sbOzs76uvr2b59O8XFxVRUVDB+/HgkEgkqKipER0ejpqZGV1cX0dHR+Pn50dPTw71796ipqcHNzU1cx8XFxdTW1lJQUEBvby/Hjh3D09NTTIO6urrw8fGhtLSUpqYm3N3dOXnyJE+ePGHcuHHk5eUJ9ZS8vDzm5uai3HD16lUsLCwwNTVl0KBBJCQkMGzYMPT19ZGTk8PPz49nz57h6OhIUFAQkydPpr29nTdv3ghY6/Tp05GXl6e2tpaZM2dSX1+PvLw8q1atore3VxDj9fX1cXFxEe3VhQsXCiZiS0sL5eXl1NbWsmPHDtTV1Wlra2PdunW4uLhgZWWFlpYW5eXlgh23cuVKrK2t0dLSoqWlhZiYGBYvXiwanKNHjyYpKYmenh7xojt27FjWrVvHnDlzqK+vZ8GCBXzxxResXbuWhoYG4uPjMTc3p7GxUfwenj59yvPnz5k9e7YwZvj7+2NsbMy2bduAz3nYK1euYGdnx549e/jiiy9wc3NjwYIFnDx5UmjPjI2NxaGhrq5OmFXS09Pp6ekRE7D6+nqmT58ucB87d+7Ew8ODP//8k9LSUvT19Tl69Cj9/f1oaWmxfft2nj59yqJFixg8eLBorg5AqAfsBYWFhWRkZKCrq4uMjAzp6emMHj2aCxcu0NHRgZ6eHsOHD6e/vx8DAwO6u7sxMTFBR0cHFRUVwSxMTEzEycmJmpoasfE5ffo03t7e6OnpMWzYMPF9ra6uRk1Njfr6eqHeMzMzQ1dXl7a2Ni5evMjevXt58+YNSkpKfPHFF9TU1LBhwwaam5txcXHBwMCA/Px8srKy8PDwQFlZGSUlJaysrHB0dOTevXuoq6vT29vLvHnzOHjwIHZ2diKjKicnh4+PD2lpaUhLS7No0SIOHDgg3LAtLS2kpqaio6MjINchISHIyMiIpmx3dzeysrI0NzcjJydHe3u78O1mZ2cjIyPDvHnzOHfuHIGBgdy5c+d/E7X/9nPixIkd06dPF1+0gYfyqFGjGDVqFC9fvsTMzIzS0lIaGhr4559/AMQKs7y8HH9/f5qamvjw4QMlJSXMnj0biUQiVCgDq00/Pz/OnTvHtm3bmD17NmlpaUydOpXCwkJCQkJEaHagfZiXl4eMjAxNTU1cvHgRZ2dnnJycaG5uJiYmhoyMDMHnUlBQID09naKiIpydnYmIiKCoqIgRI0YwdepUIQ3esWMHY8aMwcnJSYB6U1NTWblyJYsWLWLFihViQnX9+nVxOhpoi06bNo34+HhsbW1FgzU4OJhLly6RnZ1NeHi4eOgoKCiIB3NnZye1tbWiVfry5UseP37MhAkTqK2tZeTIkTx9+pQHDx7w8eNH1q9fj0QiISUlhcLCQtGIG+B1DayclJWViYiIYNGiRWhpaVFaWkpubq64mAdaRwOrWnNzc/bs2cOLFy/w8PDgxo0bZGRkoKioKICmXl5eNDQ0cP78ebZt28aVK1d4+fIlvr6+9PT08PHjR2pqaigsLMTW1pZBgwaJqZeamhomJiZUVlaSnJzMw4cPxVqvpKSEZ8+e8ejRI7FGnTBhAjIyMmRnZ6OkpCTq+Ddu3MDHx4fe3l5OnTqFhYUFSkpKlJSUMHjwYF6+fElgYCCtra0Cp5GXl8fHjx8ZPHgw+/fvx9fXl48fP5KcnMy7d+/Ev5GYmIivry9jxoyhrKyMKVOmcOzYMUpLS/Hw8CAhIYG3b98SGBjIpEmTGDNmDHFxcRw4cEBYH3R0dOjs7BSB4PHjx2Nra8vDhw9pbW1FS0sLXV1duru7hVS8o6ODYcOG4eDgQEpKCpaWlmL1ee7cOQwMDPj48SO1tbVUV1cTFBQkeE1fffUV+fn5orQSGxuLvb09VVVVjB49Gn9/fz59+sTatWvFg+7IkSOsXr2a1tZW8vPz8ff358mTJ0gkEjH5Wbx4MRkZGaSkpLBq1SqWL1+Oq6srvb29FBQUCBVYRkYGt2/f5osvvuDSpUvY29ujrKxMZWUlpaWl6OrqkpmZycOHD3n79i3Tp09n5MiRnD59Gnt7e3p6eoiLi2PBggW8efMGY2Nj6urqSEpKQiKRMHToULFSbm5uxsHBgYyMDBoaGpg7d65oWYaGhqKtrY2lpSUmJiZ4enpSXl7OhQsX2LBhg1j96+vro6WlRXNzM+3t7ejq6nLnzh2mTp3K0aNHaW1tZfz48aipqTFo0CBx39i9ezf29vbibx4REYGLiwuurq5ERUURHh5OY2MjTU1NjBo1ik+fPlFbW0tsbCx+fn7ExcWRl5fHkCFDUFNT49SpU+zatYuKigrU1NQICQnB2tqa8+fPo6KiwpIlS5CVlcXe3p6mpiaam5tpa2vDwsKCrVu3CtZXd3c3ampqKCgoUFFRQW5uLtLS0tjY2HDq1ClmzpzJjh07aGpqwtLSklOnTjFy5EhRiDlz5gxeXl6kpqaK1XxDQwNTp07FxMSEoUOHcvHiRUJCQhg1ahQKCgq0tbUhLS1NV1cXfn5+nD9/HllZWQGsTkhIYPz48airq+Po6MiZM2cYMWIEJ06cYM6cOZw6dYqAgADCw8MF1sTOzg4dHR2io6MpKSkhKCiIf/75R0QWXF1d+fTpE7q6uvz777+EhYXh4+NDZGSkWKW2tbXh4+NDeno61dXV3L9/n//85z/Ex8dz69Yt5s2bR2FhIZMnTyY5OZmQkBBxqJ80aRJ5eXmisTh27FiioqI4dOgQ9vb2lJWVsWrVKoYPH46MjAxtbW309vYiJydHV1cXJ0+eRF1dncGDB5OZmYmMjAxOTk4MGTKEX375BW9vb7Zs2cL48eOxtLTk3r179PT00NjYyLJly1i2bBnJycncv39fIKcuX77MlClTUFZWRiKRYGlpSXNzM/fu3WP9+vUMGzaMWbNmCXj5rl27qK6uxtzcHIlEQnh4OC9fvqSzs1MMO2xsbNi6dSuBgYGcO3eO8PBwNDU1uX79OgkJCQQGBqKrq8vw4cP5z3/+w759+4DPJae6ujpGjx7NkCFDRPvY0NCQsrIy9PT0yMnJoba2lsrKSiIiIggODsbAwAApKSmysrLQ1tYWvs/r16+jr6/P6NGjmTlzJvfu3cPDw4OGhgaSk5P/N1H7bz9HjhzZMXToUN6/f09+fj6DBw8mNTWVq1evkpCQgLu7OyNGjGDVqlWsWLFCPGg8PT1pa2vD19cXQ0NDurq6uH//PkuWLBGn/ICAALS1tamqquLw4cNERESQlZXF6dOnuXz5Mps3byY1NZXY2FgcHByEz3D37t388ccflJeXExwcLFaW8vLy1NXVIS8vT2hoKC9evGDx4sVYWFjg7++PjIyMyA2Eh4ezdu1aoUiqrKwkOjqaJUuWYGtry8ePHykqKmLixIloamqipqaGnZ0dpaWlaGlpAZ8Jz+3t7WJ3r66uTnFxMVOnThUaLPhsXrC1tSUrK4uzZ8+KHNrPP//MmjVrqKmpITExkUWLFuHg4MDgwYNpbm6mvLwcT09PMW08cuQIBw8e5MSJEwQHB5Obm4uFhQUqKip8+PABNTU1jI2Ngc+ZwIqKCoKDg0lLS+Pjx4+sWbNGYAYGXKhv377F2tpanGgGsj3Ozs68ffsWIyMjenp6aG1txdDQEPi8th14Uejt7WXu3Lmoq6tz8uRJJk+ejK2trVDq5OfnY21tzYQJE0T2qaamBg8PD9rb2zEyMqK3txdPT08iIyO5ceMGX375Jdu2bcPLy4uamhpu3brF4MGDUVBQEHyiGTNmYGxszIULF9i+fTuLFy/m2bNn+Pr6smLFCgFQlkgkKCsrc+XKFX777Tfu3btHUVERWlpafPnll+zZs4dRo0bh5ubGuXPnMDIywtfXl8GDB9PX10dFRQVubm54eHiQk5PD1KlTBWpj9OjRCb9zPwAAIABJREFUREVFkZOTg4ODA2VlZaSnp2Nra0t0dDRBQUECyqyioiJO762trXR1dQnH5MDfYujQoWRnZ+Ps7ExGRgYvX76koaEBPz8/jhw5gqamJtXV1aioqNDe3o69vT2BgYEMGjRICOhfvXqFoaEhzs7OKCkpsXv3bkJCQli4cKEwVBQVFdHX1ydwA01NTURHRxMYGEhLSwvnzp1DRUWFFStWcOLECcaPH4+rqys3btxg69at6OjooKOjQ11dHcbGxvT396OrqyumQRYWFqSnp3P//n1CQkJ4+vSpUJUNtNY0NTX59OkTZmZmhISEiOn6AGw1MDCQwsJCsrKycHV1xdramsOHDyMlJYWBgQHGxsbk5+cjLS0tXrSGDx8OQHNzM3fv3uXRo0cMGTKE6upqDh48yIMHD7C2tkZeXl4IpwfAqKamprx8+RJjY2Mhuh5QfkkkEj58+EBNTQ2mpqY4OTmhoKCApqYmKioq/PXXX7x+/Zr8/HwmT56MiooKjY2NfPfdd9y9e5eVK1fS3d1NamoqmzZtYvz48SxcuJDVq1dz4sQJtm/fzoYNG3B0dERVVZXTp08jkUhwc3Pjp59+Ii0tjQMHDnDw4EGuXbtGWFgY9+7dY9GiRcTFxfHnn39y+vRp6uvrUVFREd8lLy8vSkpKcHNzw9/fHz09Pfr7+7G0tMTDw4OHDx/S3t6OlpYWWVlZ7N27VzQBu7q66O7uprCwkOrqanJzc7GxsWHkyJGUlpYSFhbGpk2b+OWXX/jpp58AcHZ2xszMjMePH1NVVcXw4cORlpbm3r17GBoaMmjQIFRVVUlJSaGlpYWqqiqUlJRISUkBPjdee3p6yMjIYOnSpYIF5+bmhqamJj09PVRVVXH79m3U1dXR09PD0tJS5Ffd3Nx4+vSpgIEnJCRQXFxMeHg4HR0dODo6oqKigr+/P7q6uhw5coSjR48KD621tTUjRozA39+fx48fk5WVxcyZMwkNDWX79u1s3bqVsWPH0tfXx7fffktnZyd1dXUCAH369GmBPrp9+zYmJiYkJSWRlJREfHw8zs7ODB06FA0NDcaNG8e+fftwc3OjqamJ8vJyTExM6OjoIDg4+P9o8QoKCsjLy+PNmzdUVVXx/fffExQUxNatW9mwYQMVFRWEhYXx7t07IiIimDVrFmVlZYwdO5bMzEyys7NZvnw57e3tDBs2jNGjRwOfeZ2DBw/G0NCQ6dOnExsbi6+vL319fUydOpVDhw7h6ekpcmX9/f3Mnz+fwMBAXr58SUhICM+ePUNXV5dnz57h7u6OgoKCuI/IyMgQGxtLQkICRUVFhISEYGpqKp4xBQUFKCkpoauryz///ENQUBAjR46koKCAS5cu0dbW9r8Xtf/2c+rUqR3u7u6EhYVhaGiIoqIiZ8+eJSAgAH19fezs7ASWY8BbWFhYSGNj4/8JJk+cOJH09HShQkpOTkZVVZXa2lqamppYsGABr1694uXLlxQUFLBt2zYWLlyIp6cns2fP5tGjR8ydO5fnz5/z66+/YmpqysKFC5k1axaXLl1i+vTp1NTUcOPGDXR0dHBxcSE5OZmioiLKysrYv38/ERERvHnzRgTxLS0tKSwsFNPAAcVOZ2cnFy9eZMGCBaSlpYl6+LFjxwgLC+Py5cs0NDSQlpZGSEgIZmZmIjR75swZvvrqK1RUVHjy5AmbN2+moqKCv/76i6NHj1JXV8ekSZP4+++/CQkJESulsWPHCgPCgB9uQFCfn58vQIIDF0Bqairw2WDQ1NTE119/zbBhw7hw4QJpaWk0NTUxbtw4AS7V19dn/fr1zJs3T/CmGhsb0dLSoqqqipCQEKFNiYiIICAggBEjRpCUlCRC0y0tLWRlZREeHs6lS5cIDAzk48ePFBcXs2fPHg4cOMCRI0dobGxk//79wpeXm5tLf38/np6e/PHHH8yfP5/169fj7e1NfHw8ISEhSEtLY29vL9aDu3fvxs7OjpKSElRVVamrq8PZ2VncWIuKirC2tmbp0qUi+9Le3k5AQADt7e0ih3jkyBFev37N4cOH2bhxIwcOHODjx49UVFSgoKDA8+fP2b59O1evXmXXrl00NDQgIyNDTU0NVlZW7Ny5U1Dpx44dS2VlJVu3bmXu3LmoqKhgb2/Pv//+y9ixY5k6dSqhoaH8+uuv7Ny5ky1bttDR0SGk5GpqakyaNImIiAhUVFTIyMigpKQEU1NT8XC5c+cOMTExyMjIEBoayuvXr0lKSqKoqIidO3dibW1NWVkZU6dO5fjx47i5uVFVVYWHhwfp6ekoKyvz6dMndu3axbVr19i1axfff/89gYGB3L59G4lEgrS0NJ6enqKEMJDTiYqKQkpKig0bNghW2AAR/q+//qKnp4dNmzahq6tLUVERZ8+eRVVVFXV1dWxsbAQ7MDMzk4qKCoHS2bJlC9nZ2bS2toqJmKGhIbKysqSnp9PU1ISMjAydnZ3s3buXPXv2sG7dOjH1HjNmDDdv3qS2tlYUFX7++WdRTBiATP/66694enqSlpZGXV2duO/k5eVx+/ZtQkJCCAsL45tvvqG5uRkpKSlMTU1RVVVFU1MTJycnYmJi8PPzo6ysjMePH5Ofn4+enh62trb4+vrS2NhIRUUFFy5cYNCgQdTU1FBdXY20tLSALYeEhHD37l3GjRuHl5cX7u7uXLt2DRkZGcaMGcP8+fNZsmQJX3/9NZ8+fcLNzY3bt2+Ll9LKykq0tLSwtLTE0dGRjRs3snPnTl68eIGVlZU4LA4YWhYvXszevXvR1dWlv7+f+vp6AcDV1dVFXl5ecMa0tLSE9mvmzJmMGjUKTU1NOjs7RRgd4MmTJxgZGYkc5+TJk3ny5An79+/n1atXrF69mmvXrmFhYYGhoSFXrlyhubmZixcvsnz5cmFW6O7uZsaMGSQkJKCtrY2CggKTJk1CW1tbFCsGti1SUlJ0d3fj6OhIS0uLeFmMiopixowZSCQS8vLy0NfX5+XLlwCUlpbi6OjIo0eP6OnpEcDcFy9esG/fPjw8PFBVVeXQoUP09/djYmJCeno6NTU1whIyefJktLS0yM/Pp729nc7OTrZu3SoMOxoaGmhqatLS0iKui3HjxuHq6srt27eZNm0at27dQkdHB0VFRRobG7Gzs8Pf31/4LG1sbHj27BlHjx6lpqaG8vJykYf89OkTY8eO5eTJkxQUFKClpUV2djbe3t709fUxffp03NzccHNzo6SkBF9fX1RVVdHV1RUGjQELwh9//EF8fDytra34+flRWlrKhAkTuHLlCmVlZeJ+PWLECLy8vDA2NkZBQQEbGxtRMHv16hWenp6sWbMGU1NT1NTUaGxsxMPDg/LyclpaWnBycuLw4cMsWbKEmJgYli9fjr6+Pm1tbYwcOZKcnByB6IqIiGDIkCEYGxtjb2+PnJycyNt2dXUxY8YM5OTkePToER0dHUgkEry8vHj48OH/zAT/7efQoUM7Nm/ezP79+5k1axYqKiqYmpryyy+/CDFvbW0tNjY2XL16leLiYgYNGiTUKP/++y+urq5s3LiRiRMnIi8vj52dHe3t7cTGxvLu3Tv09fXFi5K3tzdhYWGcOXMGMzMzdu/ezeLFiykoKODmzZs4OTmxZcsWLl68SHt7OwsXLsTf35/Dhw/T0tKCra2t4Cqpqakxe/ZsAdQtLS0lJSWFCRMmUFFRgZOTE7m5uRgZGaGuri5am99//z22trbk5eUxefJkAFJTU0lNTcXd3V0wh8rKyvjll1+oqqoiKyuLN2/e4OTkhIODA5MnT6akpARnZ2fevXvHihUruH37NuPGjSM7O1soWCZNmoSZmRmzZs3C09OThoYGLC0taWlpoaysjPLyctGCHPAWTps2jaCgIGJiYsQJ8e+//0ZaWpoRI0agqamJjIwM/f39nDlzBgcHBz5+/Mi8efNIS0vDzs6OR48eER0dzc2bN/n5558pLi6mr6+PsrIy+vr6qK2t5dWrV4SEhJCdnc3atWt5+/atKJKsXLkSdXV1tLS0OH78ONOnT6exsZGgoCDBV9PW1kZGRoaMjAysrKyIi4vD19eX6dOnM2vWLOrq6jhx4gSJiYlUVVWhpqbG3bt3BdwxODgYdXV1SkpKCAsLIycnh+fPn9PT00Nvby9tbW2kpqayYMECCgoKMDY25o8//sDKyoqioiLk5OSEDzYxMRElJSVx+k5JSSEwMJApU6Zw5coVPD09xQp47NixuLq6kp6ejkQiITc3l+7ubvT09GhububatWvIyclhbm4ugtppaWns27ePJ0+eYGtrK5qpK1euZNCgQaKEkJCQgJmZGSoqKjx69AgPDw8SExP5z3/+w7t37wgODiYiIoJffvmFoUOHEh4ezq5du4iKiuLZs2dCCF5eXs6HDx+ws7NjyJAh3L59G2VlZZYtW4avry/GxsZs3ryZxMREVq1axYkTJ5g3b56AXOro6DB8+HCsra25dOkSRkZGVFZW0t3dLQLD9+7do7u7m+bmZjo6OrC1tWXjxo309PSgqqpKeXk5U6dOxdDQkD179pCXl4eCggIBAQFkZmZy6tQpRo0axdOnT+ns7EQikRAfH09PTw9JSUm8ffuWlpYWzMzMhBEkJSUFfX19wY6LioqiuLiYZcuWkZiYiLW1NXJycrS2tuLq6oqmpiZ2dnYkJSWxfv16du/eLaTfmZmZFBUVERAQgImJCcnJyWLKsmbNGn7//XdsbGzo7u5myJAh7N27l6ioKKEB++GHH0hKSqK4uJjZs2dz/PhxtLW1KS4uRk9PjytXrpCUlER5eTllZWWsW7cOExMTnj9/jomJibjOBg8eLOwkAQEBlJaWMm7cOOTl5ZGSkuL48ePihd7CwgJHR0d6enp4+fIloaGhvH37lq6uLgwNDfHz80NKSorc3Fzq6up4//49nZ2dpKWlMX78eAG+nTBhAsOHD+fDhw/MmjWLnTt30tfXR2pqKlZWVqiqqvLHH3+QnZ3N5cuXMTMzE8qovLw8Nm7cSG9vL+7u7rS2trJv3z4cHBwICAhg5cqVZGdnM2bMGNH6bW5uRklJiUWLFpGcnExNTQ1bt26loaGBH374gZUrV1JQUEBtbS3p6ekoKChQUFDA9evXqaysZPbs2Xz48IGysjJKS0uxsLBAIpHw9u1bVq1axdmzZ/nuu+/o6enBw8NDqOYG7mNmZmbExMTQ0NBAZWUlM2bMwNTUFIAHDx7g4OCAiooKjx8/xt7ensuXL5OVlYW3t7f4mX18fNi7dy/BwcFYWloikUg4duwYSUlJ2NraYmZmRnJysoC5Xr9+HVdXV4YPH46NjQ13794VB01jY2OSk5OJjIzE0NCQlpYW1NXV2bp1K7W1tYwePZqRI0dibm5OQ0ODOPT5+Pjw6dMnTE1NuXLlCr6+vigqKorncU5ODqNHj6a5uRkDAwMcHBywsrLir7/+Yvfu3Xz33XdkZWWxZcsW4uPjxbRdVVWVIUOGiHZldnY2p0+f5siRI0yfPl00bNXU1NDR0eHIkSPIyMjw559/4uvry6pVq3Bzc2PTpk08ePBAbHOGDBlCTk4O48aNw9LSEnl5efLz87GyssLOzo7+/n6Ki4vJzs4mKysLfX19Nm7ciLu7O69fv0ZbW5uRI0cKu0ZPT49oGx8/fvx/E7X/9vPXX3/tCA0NRUdHh7a2NlpaWvjzzz9xdnYWzbaamhqCg4OBz+vA8PBwcnJyBD2+sbGRb7/9lr6+PgoLC7G0tCQ+Ph5HR0cMDAwoLy8nPDyckydPYmRkhKysLN7e3tja2jJ06FCuX7/O4sWLcXR05P79+xQVFTFv3jyuXbvG2bNnuXv3LjY2NqioqODo6EhlZSXBwcFoaGhw4sQJCgsLyc3NJTY2VjjF9PT00NPTQ0NDg8rKSpEl6ezsZNasWbi5ufHs2TOGDRtGamoqfX19DBo0iKioKHx8fKiursbY2BgvLy9B5O7v7+f169fIyMiwZ88efH19iYuLo62tjQ8fPtDW1sbEiRPR1dVFRUWFhIQEdHR00NLSore3V1C9x4wZg7q6OmFhYaioqGBtbc3Ro0f58OGDqNvfvHmTtrY2RowYIV62ampqSE1Npby8nAULFnD+/HlBbldVVeXmzZtUV1fT0NCAgYEBLS0tAmDs4ODAkSNH2Lp1K8OGDWPYsGH88MMPLF68mLa2Ns6ePcvcuXPJyspizpw56Onp8eLFC+Lj42lsbEROTo4pU6Ywbdo0kWEcMWIEdnZ2BAQEoK6uLh7QA4HeU6dOCQxFZmYmI0aMIDQ0VISWByCpcnJyDB06VEig8/Ly8Pb2pquri8WLF4v/8+HDh9m8eTPR0dHU1dUxfPhw3rx5Q1NTE2vWrGHixIm8fftWrFVqa2uZOHEiy5cvF/V4iUTCpUuXaGhoQCKR8P79e4YNG4auri5Hjx7l+vXr5OTksHDhQvr6+li7di2FhYUoKChQWFhIYmIi4eHhZGVlkZaWxpkzZ5gwYQIJCQlUVlbS2dmJl5cXTk5O+Pr6snTpUjQ0NFiyZAlz587FwMAAGRkZpk+fLtZRJiYmqKur8+bNG2pra6mtreXatWtiBS0nJ0dOTg6BgYECALpw4UKUlZU5f/48nZ2dODg4MH36dJycnOjr6+Pu3btMmTKFFStW8Ouvv/LTTz+hqKiIlZUVw4YNw8fHB1dXVxH2f/78OWPHjqW9vR0dHR3U1dU5deoUpaWljB49mkGDBrFgwQIMDAxISUnh8uXLrF27Fk1NTR4/fsyyZcvQ19fHx8dHNKn19PRQU1OjtbWV4OBgbt68yfHjx/Hz8xN4lD/++IMVK1ZgaGhITk6O0MbdvHmTQYMGUVtby4kTJwgNDaWhoYGsrCzMzMxwcnLC0NBQgDfv3btHeXk5Fy9eJDg4mJUrV6KtrU1WVha5ubl0dHQQGBjImjVruHXrFvfu3cPV1ZXCwkLGjh0rog/x8fFMnTqVzMxMHBwcGDt2LI6Ojjg5OQna/tWrV0lJSWHu3Lm0trZSV1eHvb09zc3N1NXVERkZiaKiIqqqqmRlZZGSkkJ8fDz5+flUVlYSGBjIxYsXUVZW5rfffhN+RwsLC4qKivjxxx9F1rCxsRE9PT2UlJQICAhAV1eXa9euUVRUxNOnTzE1NcXR0ZH4+HgOHjzI8uXLMTU1FcJubW1tZs6cSVZWFjExMSxYsAAzMzOx4tqzZw8LFixg8ODBzJ07l40bN/Lvv/+ioaFBQUEB9fX1yMrKsm7dOtzd3enp6cHV1RUDAwP27NnDuHHj8PT0JCMjg66uLnJzc/n666+Ji4sjLS0NRUVFAgMDiYyMZOLEibx+/RojIyOSkpLIzc3F1taWI0eOoKKiQnd3N56enrx+/RpbW1s0NTW5c+cO7e3t7Nixg46ODnx9fenu7ubx48f4+PjQ2dlJX18fMjIydHV1CavJw4cPiYyM5NmzZyIfPTCxPX/+POvWraO6upotW7aI9Z+UlBSnT58W6i07OztiYmJoa2tDXl5emEU0NDTIzs5m2LBh4mVGSUmJs2fPIpFICA0N5cSJE7S3t5OUlMTz588xNzdHSkqKa9euYW9vD3x2aA9kBlNTU8nLyyM4OJjY2FgsLCw4fvw4ZWVlbN26FW9vb7799lvKy8tRV1cXOb6+vj5xzw8PD8fU1BQpKSl0dHR4+vQpT548Yc+ePfj4+HD58mW+/PJL0Wbdtm0bhoaGAhA9fPhwZs+ezcSJE8V3XlpamrS0NJ4/f05UVJRQrpmamjJ16lTCw8OJiYkhNjZWoDvmzp2LrKwsUlJSYuN24cIFmpqaRFHi+vXrA4rG/72o/Tef7777bsevv/5KfHw8Z86cYdGiRULA3dvbK8oDT548ISIigqamJn788Ue+/vprlJSUkJKSEnRwHR0dqqqqqKmpYcyYMVhYWGBgYMDZs2dRVFQkODgYiUSCnJwcHR0dtLW1cfXqVfz9/Xnw4AEqKio4ODjg6+vLu3fvWL58OV988YXQWNy9e5fhw4dTVlZGamoq+vr6REZGMn/+fKSkpLC0tOTly5eUlpYKtYWtrS2JiYnU1dXh7+9PQkKCYHQpKiry+PFjnJ2dycnJoaurC19fX1xcXGhvb+f27duEhYURFRUl/JPm5ubo6ekJUvTAi9TA6q+trY2tW7eKdo22trbQxZibm+Pu7k5NTQ12dnZ88cUX3Lp1S8im+/v7iYyM5OPHjwQEBLBkyRL27t3L+PHjqaqqwsvLi8rKSpSVlbGwsODt27coKyszduxYfvrpJzZv3oy2tjYGBgaoqKiIk9bu3bvJzMxERUVFKKpyc3NFI9THx4dXr16hoKCAtrY2z549w8PDgz/++IP169eTkZGBv7+/EFvPnTsXMzMzjIyM6OzsxNDQkLVr19Lf34+Liwu6urp0dXXR1taGn58f8fHxBAcHi4nNzp07efbsGfr6+qipqWFoaIibmxsAt2/fxsnJiXfv3gml00AoeuzYsdy9e5fNmzcTGxtLUFAQgYGB+Pj4cP78eebPn8/Ro0fZvXs3o0aN4uLFi2zYsIGPHz9SXl4uxMcvXrxgzJgxZGZm0t7ezg8//IC/v79wZ9rY2DB69Ghqa2sJCAgQFPV58+aho6PDqFGj6O7uxtfXl0WLFqGkpMShQ4coLi7m2LFjJCQkEBkZiaenJx4eHgQGBtLX18fq1at5//49dXV1PHz4UGiOJBIJBgYGuLi4YGRkRFdXF52dnUI/pKenh7GxMdu3b+fDhw+YmpqioaEhpsUWFhb8/fff/Pzzz6KVNjDhmTlzpqDj7969Gy8vL8rKyvjnn384ffo0b9++5dmzZ8DnTEt6ejoaGhrU19eLl6PY2FhSU1NJT09HXV2d3bt3c+fOHerr69HU1MTExAQ5OTkxtTY1NRUHj4HTd15eHitXrhQRik+fPmFkZISTkxPW1tY4ODiIVqiPjw/Tpk2juLgYOTk5ZGVlCQgIQE5Ojri4ONavX8/r16+FC7KoqIj29nakpKR49OgRUlJSrFq1iufPn+Pp6YmBgQHBwcEkJyeLgoKXlxdDhgzBxsaG5uZmduzYIVRn79+/Jy4uDh8fHwAGDRqERCLByMiIvr4+nj17xrZt24RXd+rUqZw8eZLQ0FBKS0s5d+4c5ubmqKmp4efnh4eHB7Kysjg4OLB27VpKSkqYOHEi+fn5Qh22cuVKoqKiMDMzY8+ePdy7d4/m5mbKysoYNmwYlZWVaGho0NLSIg6cEokEExMTPnz4gKKiIhs3biQrK4vt27djb2/PhAkTMDY2RlVVlX///ZeXL18ye/ZspKSkqK+vJyEhgeXLl5OUlISfnx+qqqpUVlYSFhaGlJQUBQUFWFpakpOTw+LFi7lz5w7z5s1j3rx53Lhxg8mTJ4trYfjw4QwdOhSJRMLFixcJCwujtLQUb29vfv/9dzw9PUlOTsbMzIxVq1bh6OhIV1cXNTU1QtCup6cngvAFBQUcP36cc+fO8eTJEyZOnEh3d7fg6mlra+Pk5ISioiKrVq1CUVFRHFwHMqn19fWi5PT8+XOBaRootA3kFwd+txYWFjg7O5Ofny/MF9u3b2f69OksX74cKysrdHV1+eGHH8jNzSUoKAg1NTVkZGSQSCTMnDmTffv2UVBQgLOzM/v370dDQ4Pz58+zZ88eXr9+LcoDLi4udHV18fr1a86ePUtaWpq4n7e0tIhyw9u3b/n9999RV1cXJQ4NDQ1xuHv+/Dnv37+nvLycuro6MjMzMTIyEnlKAwMDHj58iJaWFnZ2dvz000+8fv0aZWVl+vr6MDY2FpPTuLg4kacrLCwUqr4Bfp22tjb19fVMnTqVH374gfXr14ss4rhx46ioqMDW1la8iA5sJS5cuICmpiZz5szBxsaGpKQkFBQUSEhI+J9C6r/9WFlZ9WdnZ4uT7adPn3j69CmFhYUAtLa2snnzZoqKigQI8969e0hLS9Pa2srNmzdJSkoiMTERGRkZhgwZQm1tLcePHxeh/N27dyMtLc2yZctYuXIlZ8+eZeXKlRQXF9PT0yNWf//88w8nT55kxYoV6Onp0draioeHBwDff/89xcXFbNmyRQh8e3t78fX1ZeXKlaiqqhIbG4upqSlLliyhsrISGxsbLly4wO7duwHIzc3l6dOnIsC5evVqjh8/LhqH+vr6Qvt05swZ5syZQ0xMjKixA1hbW/PVV1/h6ekp1hp5eXkCpFldXS1YRUFBQVRWVlJeXo6srCyqqqoABAcHs3r1aoKDg4mKimLmzJkCSzBkyBAhsL516xa+vr6CZSORSDh48CDwWVcSExPD/PnzOX36NEOHDuXu3buMHTtWTH88PDxYsWKFmPINrF4G8h+VlZXo6OiwatUqTp48ib+/P1ZWVty/f5+3b9+ipaXFV199hZeXF8eOHRPaqvfv37NgwQIAIiIiWLFiBaWlpVRXV/PXX3/x5MkTLl26hIuLC+np6aJdO7AqPnXqFNbW1rx9+xb4zDwaEGJ/+vSJ9vZ28eJeX1+Pn58fBw8e5O+//yYnJ4fff/8dBQUFysrKGDduHPA5YK6rq0t8fLxoLD18+JAZM2ZgaWnJtm3bCAsLQ0tLi48fP2Jqaoq+vj6A0FAZGxtTUVGBt7c3ly9fRkpKiqSkJH777Tfgsy5rAGb65s0bFBQUBCupr69P/Fvz5s3j9u3bmJqaiofBAL9v1KhR4hRfWlpKdHQ0s2bNwsfHR6i9NDQ0GDZsGJmZmURFReHn54evry+7du3C3d2dc+fOceLECXp7e8VDsb29nUOHDrFnzx4Anj17Rk9PDzY2NgL4+eeffxIbG8uRI0fIzMzk5MmT1NfXIyMjw6VLl1ixYgWHDx8mPDwcgOzsbBobGwkNDaWoqIjZs2czY8YM9PX1MTMzQ0ZGhrq6Otzd3fnPf/6Ds7MzXl5e/PPPP2zYsAH4rG6aNGkS69atIzQ0FFlZWTIyMnBQX9swAAAgAElEQVR0dBRMxtWrV/P48WOWL18uMk+WlpYilmBubs6DBw9wd3cX+rqBny8oKIj29nbGjRsn8qVeXl6cP3+elpYWWlpaADAxMaGvr4+RI0dSVVUlHl4pKSkiR9PV1UVXVxempqbs27cPKysrnJycxPWyePFiAJ4+fUpqaiobN24kPj6eGzduIJFIUFRUREZGhjlz5tDS0oKsrKyYdp87dw6Auro6DA0Nsbe355tvvmHdunXY2dmhqqpKdna2AFIPfDefP3+Ot7c3iYmJREZGAp+VSfv370cikSArK0t7ezsREREMGjSI7u5uCgoKuHLlCt988w01NTVcvHhRFIxKSkqAzwDygeKJmZkZJ0+e5MiRI8TExBAcHExDQwPV1dU8evQIJycnysvLaW5uFr8DgJcvXwrl22+//UZKSgr9/f3o6OiICcuUKVMAWL16NYMGDcLJyQmJRCIyuKtXrwZg165dHDp0iMTERFJTUzE1NSUnJ4fk5GS8vb2F59bOzo53796Rm5tLa2srALNmzcLGxob58+ezadMmAS2+desW165do7a2lgsXLiAnJye2AwUFBWzatAmJRALAX3/9xePHj1m4cCFLly4lKSkJGRkZERUZaDs7OjpiYWHBvn37kJeX5+eff6aqqgr4jKAZQHTIyMjw999/4+npiYODA2fOnBEcSV9fX+7du8eYMWNQUlIiMzNTTLZPnz6Nubk56urqwk88sH3o7u7m559/JjQ0lMmTJ5OSkoKLiwu///47M2fOFHq6EydOUFFRwc8//8zChQtZuXKlOKR/+eWXzJs3j4ULF9Le3k5FRQXm5uY4OzuTlpYmtG3e3t44OjoSFRXFqFGj8Pb2JjIyEj09Pby9vWlqauLjx49cunSJiooKtm7dyoMHD3j48CH5+fnAZ23WzJkzuXTpEtLS0qipqfHLL78wevRoJk2axHfffcfr16//vwqp/03UgC1btuwIDAzkxo0bhIWF8eLFC8aPH/9/Ji4NDQ2C4ZOQkMCmTZtYt24dbm5uODo68vDhQxISEgTKwsDAAE9PT5YtW8a4ceN48OABS5YswdfXV7CE9u3bx+zZs0lNTUVdXR19fX1iYmKoqanBwcGBnp4e4LOk+++//+bo0aPMnz9f5BZ8fHwYOXIkBw4cwNbWltu3bxMaGsq8efO4fv06RkZGZGRk0NPTw/Xr17l//z7V1dVCyjwAH12/fj0vXrzA3t4eAwMDbGxsOHjwIAsXLuTOnTt0dXWhoKAgcho+Pj68efMGKysrxo4di4qKCq2trWLFY21tjYuLC2/evMHAwIB9+/Zhb29PVlYW8vLytLW1iRv1pUuXWLx4Ma9evcLe3p6KigqampqorKzkzp07aGpqEhwcTGtrK5s2bSIsLAwHBwdcXFy4desWx48fF9DBuXPnYm5uzsWLF0WL6c6dO2zZsoWvv/4aCwsLXF1dKS0tZeHChbi5uVFaWoq/vz+pqanIy8sTGxvLtGnTsLGxEQ+qAdbRsGHDmDZtGl1dXTx8+BBzc3OMjIxErmvgVDxt2jTRmvvtt9+QlpYmMzNTSN5zc3Px8fGhtbWV2tpaAHR0dBg9ejTr1q0TL4rm5uZUVVVx48YNLC0t6e/vx8jIiN9//x1XV1dmz57Nl19+yf3792lvb8fBwQFLS0vKy8tJSkoiPDxcsLw6OzuRlpYmLCyMzMxMGhoacHV1Ze3atTx69EhgNCIjI8WaNC4uDgsLC0xMTOjq6qK3t5c7d+5w5coVpKWlcXBwYMOGDfT29nLp0iU0NDQEQNfZ2VlU1qOjo1FWVhYcMz09PeHVq6qqYvLkyVhaWnLgwAG6urrIy8ujpKQEFRUV/vzzT4EG+PXXX5GSksLDwwNXV1eOHDmCRCKhtrYWLy8vEhMTRcC3ra1NeGOVlZWJjo5mzpw5ojyxb98+4SA8ePAgOTk5KCgoCEjvQLvaxsaGM2fOcPjwYTw9PcUkrK2tTUw+BgpFJiYmKCoqoqWlRUZGBuXl5WRnZ2Nvby+I6RMnTqSqqory8nJxTR08eJBDhw5hZ2dHZGQksrKyzJ49GxcXFwIDA7G2tubQoUNMnDiR1tZWgoKCyMnJQUlJifHjx3P48GHmzp1LTEwMS5Ys4aeffuLKlStoaGjwyy+/MGbMGAYPHsy7d+/4999/8fX1FRgaDw8PUlJSmDdvHufPn+fcuXNERERw7tw5vv/+e/Ly8lBRURF+zv379yMtLU1UVBSDBg2isbGRnp4elixZIqDevb29jBo1isLCQvLy8jA1NaWjo4Njx45RXFzM3r17efLkCbm5uRgbGzNjxgyysrJ4/fo1dnZ2aGlpERMTQ25uLmVlZeTm5qKvr09TUxMGBgaYm5tTV1eHm5sbXl5eAtTt7u4uHpADCJanT59y584dEhMTOXPmDMOHD0dOTg5tbW0UFRU5ePAgBgYGAq9x+/ZtXr9+TVlZGcePH+fLL78kMjKSkJAQrl69Snh4OKmpqcLSMnPmTGRkZBg5ciRlZWX4+PjQ19dHSUmJ2G54e3vz9ddfY2xsjI2NDRKJhClTpqCtrS3a458+fUJeXp5Tp05hamrKx48fmTlzJvb29sjIyLBgwQK2bt2KsrKy4O/9888/orSwbNky4uLihHu1oKBArC7r6+txcnKitraWoKAg3r9/T01NDWlpaQwdOlRkIidMmICpqSkeHh4sXryYzs5O3r9/T1dXF/X19bx48YLRo0fz6tUrIVEfMGlkZWWxY8cOqqur0dPTIywsjP7+fkaMGIFEIhHfWWVlZVxdXXny5ImAqMNng8VAWzw6OhoXFxdsbGxQVFTEzs6OBw8eiOnckiVLcHJyEluPxYsXM23aNJ4+fcqHDx8oLi6mublZTLgGSk4+Pj44Ojry4sUL1qxZI54bXV1d6Onp8d1336GhoYGHhwcWFha0t7eLrURTUxOnTp1CVlaWESNGkJ+fT1FREdeuXUNTU5Mff/yRDRs20NTUxIgRI/jxxx+ZPn06fn5+KCsrk5mZiaOjozhMTpgwgbi4OJKTk/9XJvhvP7/99tuOe/fuMX/+fJqamvDx8RGrTQcHB3p7e+nv7ycjIwMjIyOGDBnC+fPnuXTpEsHBwUhLSyMrK8vy5ctJT0/HysoKMzMzTExMiIyMJCUlBQMDA/GCs3HjRiIjIwkICKC5uZkPHz7g7e1NTEwM48ePR0tLi76+PuTl5UlMTGTp0qUEBQXR2dkpyPseHh7k5+dz/PhxJk+ezJQpU9DX16ezs5OoqChKSkqws7Nj3rx5os0zMNp+8+YNY8aMITY2FiUlJZydnQVTR0pKSnCkvL29sba2xsrKipSUFDQ1NVFXV+fOnTts3bqVjo4OkpKSSE5OxtfXFxMTE27fvo2SkpKAnxYWFoop44DEXU1NDWtra9atW0dXVxcXL15k/PjxeHl5UVBQwPv37yktLcXFxQU5OTkUFRX58OGDaPgMwFHfvXvH5cuXycjIwNvbm8zMTA4fPkxoaCgeHh40NzdjbGwsdGD6+vrMmDGDnJwcVq9ezcWLF9HX1xfNnejoaLy8vEQrKjo6GmdnZ/r7+4mPj+fUqVPY2NiwYcMG8T0wNDREU1MTT09Pli9fzps3b7CxscHS0pLa2loCAwNpaGhgzJgxNDY2kpeXx7Rp04iOjkZXV5ewsDCcnJwwNzfn+fPnmJmZsW/fPr755htu3LiBnZ0d33zzDSNHjiQ6Opr+/n7Gjx/P3bt3KSwspLOzk/7+flRUVJg+fToRERHcvHmTM2fOCCq7u7s7pqamDB06lKVLl7Jq1SqcnZ05ceIEM2bMQEdHR8jA9fX1uXLlChkZGcyZM4fCwkL8/f3Jzc2lqqoKf39/0tPTkZOTE7qgpqYmduzYwZEjR/jw4QPjxo3D2dmZM2fO4ObmRlpaGlJSUmLVampqSlBQECtXrhTr64GV4KZNm/Dy8qKnp4enT5/yww8/kJ2dLQC1BgYG/PvvvwQFBaGiosLJkyexsrLi6NGjTJ48WRRrSktLiY2NFeyvgaJGdna2CAGvX7+ewMBAbGxsSEtL46uvviIgIAAPDw8Bn1ZVVWXBggWkpKQwa9YsNm7cSEREBNeuXSMkJASJRIKtrS3S0tKizn/16lU8PDwYPHgwqqqqqKqqMnHiRFpaWjA0NERbWxslJSUcHR1JSEggLi4OWVlZXr9+jaenJx0dHdTV1dHc3Cy0cO/fvyciIoKOjg7u37+PpqYmQUFB5Obm4uXlJV5u+/v7+X/svWVQlvkbt3/QId3dIiDdKCghGKioa4uJgR27umXguvYa6xqra66xYmGgGKCiIGIiJaGkpDQC0s+LffjOPO9+M//5v9vvjO+cYbi57+u+rvP8fI7DwcGB2NhYnj59ipmZmUB6VFdX88033zB16lQWLVqEjo4OT548obe3l0ePHpGXl8fq1avp6uqipqaG5uZmlJSUuHjxIoGBgUhKSjJixAhu3rzJL7/8wo4dO+jfvz8HDhxg6NCh1NfXk5aWxrVr1wgLC0NKSkrARDMzM4Vl4unTp8yaNYtz585RWVnJ8uXLGTduHPPmzePr16+8efNGTEKjo6MZO3YsRkZGSEtL09LSgoyMDEVFRcK4oaGhIewI165do7y8nMmTJwv5dR9axdTUlKysLLq7u/n69SvJycmMGTNGFDeCg4PFz4uJicHc3JwffviBK1euUFVVRVNTE69fv6ahoYHe3l7BD5OQkEBJSQkHBwdu3LjBwIED6e3t5d27d6xcuZLIyEgOHTqEt7e3yOe5uLiwfv16tLW1+fvvv4mKisLV1VUE2g8cOMCePXuQlpamt7eXW7duCUOIpaUlmpqaBAQE8OrVK+rr60lNTcXAwIDi4mLxvRYZGSniLH1MvufPn4uc1uXLl5k2bRppaWl8/PiRFy9eoKWlhbOzMzY2NkhJSTF48GCcnJzQ1dUlMDCQ+Ph4ZGRkcHd3p6uri71797J9+3b+/PNPsZLv+zwoKioyd+5czp8/j56eHsnJyfz000/o6enx+vVrxo0bx9WrVzEzM6Nfv37MmDFDTM89PDxwcXHh559/RlVVFQkJCcHUO3fuHMXFxUhKStLb24uMjAy2trZinQ2wYMECjh07xsGDB1FVVWXevHnk5uZy69YtPnz4gJ6eHkeOHOHevXvY2NiIa+iRI0eIiorC0NBQFDX6iAdTpkyhqKgIVVVV4uLi0NHRISgoiNLSUqSlpUlLS2PBggXo6+vT2NhIc3MzqqqqvH79GicnJyG1NzAwID8/X2S2/8uo/Y/n6NGjUTt37uTQoUNERUVx5MgRvLy8MDQ0pKenh7S0NMaNG0dTUxNeXl5Mnz6d6dOnk52djYWFBW/fvhWaj7S0NMLDw/+f5qWKigp37tzh0qVLLFq0iIiICNLS0gQqYvv27Xz77bdYW1tz5coVAaS0sbFh9uzZAk9RVVVFdnY28fHxDBgwgJEjR7Jx40ahQomOjsbGxoZPnz4RHR0tSgt9CittbW2kpaU5ffo069evJyAggJKSEubNm8ft27cBkJKSwtnZWWhvAKKjoxk/fjxXr16loqICMzMzrly5IlhoL168YMyYMRgaGuLh4YGamhpOTk4UFRXh5OSEs7Mzo0aNQkZGhri4OAoLC1FTU2Pp0qWUlpby559/8u7dOxwdHUlMTCQwMJA///yTsWPH4ufnh7a2NpcuXWLixIkYGhryzz//kJmZKbAHEhIS2NvbEx8fT2hoKI8fP8bOzg5bW1smTJjAlClTUFJS4tGjR6iqqlJVVcXMmTMZPnw4CxcuZM6cORQUFLBmzRquXbsmLl4BAQE4OjqSlpZGd3e3ILz3GR/Cw8OxsLDgzZs3GBgY0N7ejry8PG/fvsXe3p7k5GTk5OSIjo5GR0eH0aNH8/XrV8LCwjh79iyZmZl8+fKFsrIyWlpaSExMxMPDg/b2dkJCQvDw8KC5uVncmNrb26OkpMSMGTOIiYmhf//+NDU1sWHDBp4/f46BgQGBgYFoaWlx6tQp1q9fz6tXr0hPT2fdunXk5eURERGBg4MDu3fvZt68eaLokZWVRWVlJY6Ojly/fh0DAwMqKiqwsLAgNjZWNFb7EAFtbW1kZGRgZGREZWUllZWVNDY2oqyszIIFC/jjjz8YP348mpqamJiYCFaXnp4eenp6JCUl0d3dzYgRI/D09OTDhw/4+PiI1fiHDx9oamoS+a2HDx+SlZVFcHAw8O86MTIykrCwMBwcHBgzZgwaGhqihGFnZ0dcXBwJCQn079+fr1+/UlVVxfv371m2bJmYjHd3dzN8+HC0tLS4c+cOTU1NFBQUoKGhgbKyMu/fv+fy5csEBgaSm5vLhw8fmD59OsrKylhZWVFYWEhVVRUFBQVMnDiRuro67ty5I75IjYyMOHv2LEuXLhVP/Xfu3EFDQ4O0tDTKy8s5e/Ys9+7dIzU1lbFjx1JbW4u3tzdOTk60traKTKuWlpYIPBcVFSElJUVUVBQKCgqkp6czZMgQ0WCtqqpi3rx5eHt78+bNGxobG4mLi8PHx4fIyEiampro7e2lsbGRvXv3Mnr0aDQ1NQWd3dzcnKKiIoKDgzl+/LjwFq9du5aQkBAePXrE8uXL+fjxI8HBwRw5cgR3d3f6NhPjxo1j9+7dwL+8Q19fX44fPy4A3yoqKigpKeHt7S3a3a9evWLgwIFi+n706FEx/Q0NDRWokb4pjbm5Ob29vTg5OZGdnS1QIs7OzqI9HhAQwIcPH1BRUeHUqVPo6uoSFhaGkZERFy9epLi4mPDwcAoLC8VqcuXKldjZ2ZGXl4ePjw/9+vXD2tqa3NxcDA0NcXFxITc3l97eXmRlZdmzZw9tbW3ExcURHh6OhoYGBgYG3Lt3D0NDQ+zs7FBXV+fgwYOEhoaSkZHB5MmT2bhxI7GxseKaa21tzcePH/njjz9Yv369mH71qa1GjRolGJJ93tw+92lYWBhLly4VeJilS5diYmKCl5cXoaGhaGlpibD+5cuX+fjxo8A++fn5oaamRnR0NAsXLmTnzp3s3LmTqVOnkpycjJ+fH0+ePMHb2xtZWVlCQkJISEigqamJRYsWERsbi6ysLHJycmRkZODu7k5BQQGTJk1i9OjRuLu78+rVK+bPn09JSQlxcXFoa2tTWVnJ0KFDiYyMJCIigp6eHpydnZk8eTI3b94kLi6Ob775htevXxMTE0N+fj46OjpkZmYycOBAcnNzSU5OZvXq1aipqfH8+XP8/PywsLBgx44dpKSkcPPmTU6cOMHMmTNJSUnB2tqaz58/4+Pjg66uLvLy8iKH2pfV7FNRvXz5EgkJCTZv3oy7uzsaGhqcPn2akSNH8uzZM2bPns2xY8fw9/cnNjaWrVu3UldXJx5Si4qKsLe3R01NjczMTBoaGrC0tERaWpqbN2+KjNp/ZoL/8Rw/fjzq7t27XL58mREjRrBkyRK8vLxIT0+nurqa5uZmMjIyePPmDaGhoUJXU1FRQVJSkhBK9znj5OXl2bt3L0FBQVRUVCApKcncuXO5ffs2TU1NdHZ2cvnyZV6+fElKSgobN27k77//xsbGhuzsbCGFr6mpwcXFReSCUlJSsLe3F8oja2trIiIiyMvLw9ramoULF4on9vfv31NZWcmFCxdwcHBAXV0dZWVlVFVV0dTU5OzZs8TFxaGvr8+wYcPw9PQU8tmOjg6MjIzEzU1bWxsuLi5cvHhRZADCw8NJTU3F39+f06dPc/78eezt7Xn37h329vZISkqK+vbVq1fFDdSaNWsYNmwYzc3N1NTUEBcXx6hRo4QEeP/+/UyZMgVra2scHR3JzMwkMTGRp0+f8uzZM3Jzc0XQPCMjg7t371JaWsqyZcu4desW+/btQ01Njc+fP3Py5Eny8/OxtLTEw8ODU6dO0d7ezsyZM1FTU0NVVZV+/frx8eNHzMzMkJOT4/79+4waNYqioiLU1NREYL8Pety/f3/i4uKE4gbA3NycR48eMXHiRPLz84mIiGDbtm1oamoiJSXFsmXL6Orq4vjx4/j6+rJu3TrevXtHv3798PPzw8jIiLt37zJjxgx27tyJnZ0dAwYMIDY2luDgYB48eEC/fv04dOgQBgYGLFu2jKqqKjF5NTQ0xMfHh9bWViwtLbG0tGTChAls2bIFd3d3Ojo6GDx4MJs2bRIYEVVVVdLS0rC2tubMmTMUFBRQUlLC0aNH2bBhA6WlpVRWVqKvry/Wd30T1S9fvqChoSE8ly4uLhw6dAgHBwfxHhs1ahT79u3DyMhIVPv7NDleXl7s3btXQD6fPn0KgL29Pa2trbS3t6OtrY2vry8fP34UwN4LFy6wbNkyBg8ejIyMDG/fvmXgwIEsWrSI+Ph4FBUVuXz5Mn///TcxMTEEBQWxcOFCrK2tMTIy4vXr1wQFBREXF8eOHTuYPXs29+7dY+XKlUhLS2NlZYWWlhajR48Wr6OkpCTJycmsWrUKFRUVPDw80NTUpLS0lDdv3nDkyBHMzMyoqKggMjKSxMREbG1tqays5MqVK9y7d09Mp/Pz8+ns7OTdu3e4urry8OFDfvvtN3R0dJg8eTKbN28WnC1ZWVmB9JGSkuLgwYNMmTKFo0ePCmNKV1eX4HnJysoKKnt8fLzAnTx+/Jjw8HBB3n/48CHq6upcu3aNwYMHs3DhQoYMGUJ9fT2zZ8/G0dFRmDH6XL65ubk4ODjQ2trKuHHjqKqqElGJvib55s2b+fr1K5qamqSmprJ//35qa2t5+PAhioqKjB8/nuDgYAIDA1mxYgXjx48Xr1FWVhaLFi0Syp07d+5gamrKihUr8Pf3B8DR0ZENGzagrq5OeXk5cXFxmJqa4uLiwpUrV6irq0NbW5vq6moMDQ1paGhAVlaW8+fPC13TuXPnhOWloqICW1tbpkyZQlpaGu/evePatWvY2tpia2srpjYREREUFBRQXl5OcHCwaD76+fnh7OxMUVERY8aMQUlJiY8fP+Lp6clvv/3GokWLRGtVUVGR+Ph45syZQ15eHvn5+ZSVlaGlpYW+vj4rV67E3d2dzs5ObG1tSU9PZ86cOTx79ow//viDadOm8fDhQ0JCQvjll18YPXq08HlqamqiqamJo6Mj3377LUOHDmXIkCF888033L59m4iICBFJ6VsP//rrr+jq6nLp0iWKiorEtHT16tUkJiYSFhYmjDJTpkyhoKAAHR0ddHR0iImJEWWFT58+4eTkhJeXF3/++SeVlZXY29uTlZVFVlYW06dPJy8vj7i4OGJjYykoKCAwMBApKSnBAZWVlcXNzY0HDx4wZ84c3N3duXDhAjdu3MDT01M8QBYUFDBy5EikpaX59OkTDQ0N2NvbU1ZWRm5uLm5ubty7dw8TExM6Ozt5+/YtAQEB7N+/nyFDhjBkyBDxYBIaGsro0aNZu3YtPT09/PPPP8LeMHz4cKqqqmhpaaG3t5fNmzeze/dujIyMWLBgAb///jvp6ekkJSVRUlKCtLQ0ubm5+Pv7c//+fY4ePYqWlpZoG2dmZhIQEEB7eztTpkzBxsZGFE6am5tJTU39b6L2v55jx45F7du3j+LiYn7++WeKiopQUVHBwsICPT09KioqePDgAe7u7mRnZzN69GgaGhqoqKhg2bJllJSUiHp8SEgIubm5yMrKoqGhgb+/PzY2NpiYmLB+/XqGDBlCRkYGxsbGKCkpERkZSXh4OH/88QeqqqpERUURFxdHZWUl8vLymJiYUFNTI94QBgYGyMvL8+XLFw4cOMDy5ctxcHDg6NGjqKmpcf36dWbPns3Dhw9ZsmQJc+bMYdiwYRQVFdHR0cG5c+cwNjYmODhYZD1MTU0FoK+iogJnZ2cGDRrEkSNHWLt2Lba2tly8eBF1dXV0dHSYP38+M2bMwNPTk6CgIKqrqzl48CDJycmMGzeOJUuWsHHjRqytrdHQ0GDJkiXCf/nkyRMKCwsxMTHh0KFDaGpq4u7uzrt375gwYYKoX/dd+FasWIGvry/Dhg0jODiYu3fvsm3bNu7fv09aWhpaWlq0trZy69YtIboOCgrCzs6O0NBQHjx4QFVVFbKysvzyyy8MHTqUR48e8fnzZ8rLy5GVlaV///6MGDGCEydOMGDAADQ0NEhISMDd3R11dXViYmKQkpLi8OHDdHV14eXlhb6+PikpKeTm5nLlyhVsbW0xNTXl6dOnGBkZCVTHyZMnaW5uxtTUFBUVFWJiYsR0rrS0lLNnz4pVna6urlAbSUpKEhQURGxsLKNGjSI7O1sohvouLFZWVlhZWeHs7IyzszO3b99mwIABREZGoqGhQW9vL0pKSnh4eGBlZYWioiIGBgb069cPKSkpHBwc+Pz5M+/fv2fQoEFCzH3hwgWWLFkisCeenp709vbS29vL+fPnqa6uZu3atYJOPnz4cBISErCxsREWAmVlZerr67l58yZpaWmYm5tTU1NDRUUF/v7+dHV10dzczJcvX5g8ebLQWvVR9X/44QfxkCIrK0u/fv3w9vbG1dWV6dOn4+rqSmpqqmBv9fT08PXrVxYsWMDp06dpaWmhoaGB2tpanJ2duXbtGjIyMlRVVTFhwgTMzc25cuUKpaWlhISEiKaZqqoqT58+RVJSUiADVq1aRUZGBsnJyWRnZ/P+/XskJCRQVFREV1cXZWVlwdTbtWsX9vb2mJmZYWtri7OzMxcuXCAyMpKcnBy0tLQoLS1lypQpqKurc/nyZZqbm3F1dcXb21sE5pcsWYK0tLRA5igpKfH582eUlJTElLQPvPnq1SvU1NSoqKggLCyMsLAwVq1aJaZD586dIz09HQkJCdTV1Xny5Al2dnY4ODiIdpyDgwMKCgps2bKFx48fY21tzdGjR3n79i3JyclERESIiVXfDW1LSwutra2Ulpaip6cnGrMfP37kwoULPH36lPfv3+Pv78/r168F+HXevHmkp6cjLS3N4MGDKS8vx9XVlaHrJB0AACAASURBVJcvX/L8+XO0tbWFKDwpKQlfX1+WLVvG3r17GTBgACdPnmT48OF4enoKldSjR4+Ij4/Hz8+PoKAgkpOTqaur4/vvvycrK4vt27fz6tUrTp48KawbSkpKFBQUiBu1vra7nJwcM2bMwMXFBTMzM6ysrDA2Nmbnzp14e3uzcOFCzMzMKC8vx97eHnNzcyoqKpg2bRpr1qxh586d5Ofno6+vz7Vr16ipqUFOTo79+/cTERFBSUkJ5eXlLFmyRLS7Hz58yNWrVwUkFf4tf/QhSNzc3ESRzdTUlF9//ZXJkyeLmIKBgQGPHz8W/LG8vDzMzc3x9PTk6dOnXL16laVLl1JYWEhrayuDBw/G3t6ewsJCFi5ciKGhITExMfTr10+UIXx8fIB/iz2dnZ389ddfWFhY4OLiwtu3b3nw4IG4kXZzcyMwMJDnz58zdepUsrOzGTdunIhQmJmZER0dzcCBA7G0tOTx48cMHDiQnJwciouLaWxsxNHREYC6ujqGDx+OgoICenp6TJo0CRsbG+EPXbp0KbNnz2b69OlMmTIFCQkJ7t69y9KlS3n8+DE1NTWsXbuWr1+/Mm7cOCZNmkRxcTFPnz4lLCyMW7duYWhoKFh/Tk5OdHZ2curUKdra2lBSUuLr168kJiYyYsQIVqxYQX5+Pr6+vmzcuFG0yvuYqL6+viJOFBsbi4qKimj819bW4uvry4sXLwgPD8fX15ecnByUlZWxsLDg0qVL/2XU/tezY8eOqD6IaF/1Nzo6Gjc3N3p7e/nrr7/YtWsXd+/eZfbs2XR3d9O/f3+cnZ3Jz8/n5cuXgtg9cuRIUlNTaW9v5/bt29TW1vLu3TsWLVqEn58fISEhDB48GFNTU6qqqiguLmb27Nm0trZy4sQJ1qxZg7q6Om1tbfj6+pKXl0dxcTFfvnxh2rRpaGho4Ofnx927d/H09GThwoWUlpYyevRofHx8BEV6wIABhIaGEh8fT2JiInV1dZSWljJgwACBcvj69Sv+/v4sX76cDRs2kJeXh4aGBtnZ2ZSXlzNx4kSCg4MFob67uxsVFRW+fv3KyZMnkZGRoaSkBBsbG8rLy9HX1ycnJ4fvv/+exsZGvn79ytChQxk+fDjKysrU1NQItZCbm5vwmkpJSZGSksK8efMICQmhra0NSUlJmpubGT9+vGhKrVixQoRLnZ2dWbFiBR4eHqSmpjJixAhaWlrYtGkTixcvxtPTUzjfMjMz0dLS4tdff6WxsZGcnBzGjRuHnp4eZ86coaioSGRFdu/ezcuXL3FwcBCcoJEjR3Lt2jXhQDU2NkZRUZEXL14ImKm6ujpycnJoaGgQFxcnpq96enrY29tz48YNbt++zR9//MHRo0fZt28f27dvR0ZGBjMzM+bMmcPNmzextbVFXV1dZJ5u375Ne3s7tra2uLu7c/PmTVavXk1jYyP19fWCeQf/Ouo2bNjAuXPnmDhxokCl5OTk4OzsjLa2Nvr6+vz444+kpaUJLZSdnR36+vro6Ohw4cIFfvrpJy5dusT58+dJT0/HzMwMa2trFi1axPr167Gzs6OsrEzkuObOnYuGhgbd3d3IysoKw0Nvby+TJ08WLejExEQ2bdrE1q1bUVZWBv5tETY2NvLgwQNRo3/x4gVKSkoUFRWJtY2uri5mZmZkZGSwcuVKOjs7mThxIi0tLdTU1DBmzBjhja2srMTCwoLFixeL1eWlS5dYunQpu3btElPjxYsXM3XqVIyMjFi1ahWWlpZimmZmZibciEOGDKG4uFhAo+vr6zE1NeX3338Xf7/Y2Fi0tbX5+eefKS4uZsKECRw5coScnBwx1U1LSyMnJ0eElT9+/EhNTQ29vb1kZmYKIr2LiwsnT55kxIgRrFq1ikePHrFo0SIkJCSora1FW1ubW7du0dTUhKSkJBUVFWzYsIHy8nKePHmCqakpfn5+dHV1iUyWhIQEVVVVlJeXs3btWrKzs7G0tCQpKYnFixeTmpoqGrAyMjLcuXOHe/fuoaqqyubNm1FRUQHg0aNHpKSkUFZWJlZ6FRUV4mHLz8+PN2/eMGLECK5fv46zszNVVVXihrC0tFQgjT5//ixagD/99BN+fn5UV1eLLHBnZyfp6emUl5ejrKyMnp4eAwcOFBqevs+Ds7MzS5YsEWvwkpISNm3aRFdXF1paWiL83icDLy4uFu+RsrIyrl+/ztKlSwkNDeXDhw/U19fz9OlTBg4cSHJyMo8fPyYrK4vFixeTk5ODl5cXhYWFYk2ekJBAZWWlmNimp6ezevVqZGRkmDFjBkVFRfj4+ODk5MSmTZsYP348xcXFODg40N3dzf3795k2bRoDBw7k1atXyMjI0NPTg5OTE3l5eSgrK4tM3JgxY9DR0WHPnj08evRINGuNjY159eoV6urqjBw5kg8fPmBsbIyVlRU7d+4kJCSEjx8/0tHRwZw5c3jw4AEJCQksXbqUW7dukZaWhoWFBYmJifj7+2NmZsbz589JS0tjwIABqKioCML/yZMnhblAW1ubw4cP4+rqKkDvfd97HR0dTJkyBTMzM5KSkpg+fTr5+fksXLiQmJgYUV5QUFCgvr6euLg4gU9ZvHgxU6ZMobm5mcLCQoG3uH37tkBlXLx4EWtra1xdXTEwMBBOVjU1NXJyctDQ0ODly5fIysry559/Chl6XV0dJiYm1NfXs2PHDsLDw3n8+DEODg7cuXNHNNR7enqoq6sTA5dPnz4xbtw4LC0tCQkJYevWrYwePRoTExM+ffoktj2dnZ3o6+sjIyNDbW0tQ4cOpaOjg/Xr1/Pbb79x48YN5OTkSElJIT8//3+aqEn+/3j/89/57/x3/jv/nf/Of+e/89/5/3D+m6gBp06diurq6mLXrl2MGDGC7OxsQSG+fv06ysrKvHr1itDQUF6+fEl5eTl3797lxIkTzJkzh9evXxMSEkJycjL3799HWVmZ8ePHi9aMubk5lZWVREdHc+bMGYYNGwZAe3s7d+/e5ebNm2JVGh8fz6VLl5g3bx73798nPz8fT09P9PT0WL16NQsXLmTevHlYW1ujr69PZ2cnR44cQU9PDwkJCZqbm3F2dgagqqqK5uZmGhoamDJlClZWViQnJwu1h4KCAomJiaipqaGoqCgwDlpaWkybNo2vX78KDU1BQQGSkpK0tbVRWVmJjIwMK1euZO/evbS0tNDS0iL0IA8fPuTmzZt0dXXx4cMHjh8/TmZmpnjKam9vZ+fOnUhJSdG/f3/s7e158uQJTU1NyMrK4uzsLJAFqqqqAky5f/9+hg8fzj///EN7ezuOjo7k5ubS0tKCn58fixYtoqenh/b2dszNzTE2Nubvv/8WfKZZs2ZRWFiImZmZcCh++vQJd3d3QbguKSkhPT2d7OxsOjs7CQkJISAggNDQUDw9PXn27BmKioocP36cnJwcysrKBGW/DzjZBzyeOnUqWlpaQvHk4ODA+/fv2bx5M6tWrRJhaEVFRQ4cOEBDQwPGxsY0NTWRnp7OiBEjCAgIEC4/+JcNVlVVhYGBARkZGaxbt47Kykq+fPnC8+fPWbx4MdHR0dTW1mJgYCCYP6qqqty7d4+hQ4fy+fNnAgICKC0tZf78+aipqdHb20tNTQ2enp5IS0vT1tZGW1sbJSUl1NfXc+bMGQYPHkxeXh5jx46lqKiIadOmiYnTo0ePKC0tFdgEY2NjzM3NefnyJWVlZbx9+5aoqCguXLiAm5sbioqKXLx4kd9++42GhgZKS0txdHRETU0NdXV10WS8d+8ebm5uJCUl4eXlxcqVK8nOzubr16+YmJjQ29uLm5sb27dvF9DcUaNGMXjwYGJiYujt7UVZWZlt27YRFRXFrl27SE9PF5Pq+vp64R6cMWMGv/zyC6GhoURHRwtw5syZM9m0aRMJCQn09vby/v177OzsmDZtmshx+fr6cuXKFebOnYudnR0vXrygp6eHfv36sW7dOpKTkxkwYACrVq0Smrb79+8ze/ZsBg8ejIuLCwUFBURGRpKdnc3q1au5cOEC69evJywsjJKSEtFWMzU1xc3NDWVlZVpaWpg0aRL19fUMHDiQpKQkUWToW19evnyZ58+fM23aNK5du4aVlRXW1tbIysoyY8YMSkpKOH36NKmpqfz9998cOHCAyMhI7t69yy+//ML169cFjLmPczd69Gi6uro4f/48Dg4OYrqXnZ2Nv78/U6dOFUHyPXv2sHv3bg4ePEj//v1Zvnw5Z8+epaysjNDQUGRlZblx4waWlpYEBQUxZswYiouLGTJkCF++fMHS0pKCggJCQ0NpbW1FU1MTDQ0NjIyMUFNT45tvvmHAgAHcv3+fEydOIC0tzcaNG4mIiKC4uJje3l5hYOjDUlRVVREcHIykpCSzZs0SloZz584xdOhQ8XspKyvz888/M3z4cPr3709lZSV+fn7Y2Njg6OiIg4ODyJ4+ePCAyMhILCwsCAoKIjo6GmdnZ0pLS4WBJi8vDy0tLcLCwpCWlkZKSor79+/z4cMH/Pz8hA+5qalJZI29vb0JCgpiw4YN5OTkiFXssWPHhEZKQ0MDR0dHiouLyc3NxcjICDMzM3755Rc+f/5MZWUlixcvJisrCxsbGxoaGggJCRHtXmlpaUJDQ5GXl+fSpUv4+/tz8uRJFi5ciIODA5MmTWLLli3069cPeXl5wsPDiYmJIS4ujgEDBgjmXUpKivBd9wnqAV68eMHx48cxNjZmyZIlhISEUFJSQkpKCg8ePMDU1FT8f1lZWQICAkhPTyclJYXg4GCePXtGYGAgnp6eWFpaYmNjg5qaGkVFRXz48IHs7GwkJSUpKiqisbERY2NjnJycBErJ2dkZb29vGhsbOX36NLa2tjg5OaGkpMSDBw9YtWoVNjY21NbWoqWlJTAo5ubmFBQUkJ+fj7m5OfLy8sTHx6OmpoakpCQ//vgjUlJSVFVViczqq1evcHV1RVNTk87OTlxcXJCRkeHZs2e4ubnx3Xff0dLSQlhYGOfOnfsvo/a/nq1bt0aFhoaybds2du7cycyZM4XwWEdHh7CwMGJjYzEwMGDs2LEiJ2FkZCQyN4WFhQQGBtLc3ExKSgoxMTE4Ozujo6NDb28vsbGxrFmzhvj4eHp6erCysmL79u0sXrwYMzMzvL292bNnD8bGxiII3Hdj2CeT7aOzp6amYmdnJzxoAJ6enty7d4/vv/+eHTt2cPLkSSZNmsTZs2cFY6mvfdXc3Ex6ejptbW0MGDCAuXPnEhcXJ1YHqqqq5OXlUVVVxb1791izZg05OTlISv47gB02bBgvX75k+vTpKCgoEBoayufPn3nx4gVnz54VXxhnzpwhNzeX+vp6pKWlmTRpkvDBZWZm8v333/PmzRvs7e3p6emhsbERLS0tdu/ezd69e0WGqaSkBGNjYzw9PRk+fDiHDh0iODgYV1dXRowYwYIFC0T7de/evbS3t6OoqIiFhQWWlpYMGzaM+vp6rl27hrq6OhEREbx//57GxkZ8fX3R1tbmzZs3rFy5krNnzzJo0CAWLFiAsrIyMTExtLW1UVhYKP5uHz584PfffycqKgoXFxdaW1txdXXl9evXouW4Zs0anj9/jqSkJFpaWtTW1qKqqsqWLVsICwtjwYIFImiurq7OpEmTGDVqFOfOnaOjo4OmpiasrKxobm4mJyeHI0eOEBwcjIaGBgBGRka0t7eLNq+SkhL79u1j2bJlPH78mGPHjtHQ0EBoaCg7duwQiAZPT080NTUJCgpix44dqKmpkZ2dzc2bN0lOThbuvlWrVqGtrU1RURF2dnb4+PgwfPhwmpqaKCsro7KyUly4VFRURCvM0NCQn376CQ0NDaSlpfnzzz9xd3fH2NhYqIR0dHTo6urCwsJCrFRmz56NioqKKLu8e/cOa2trVFVVBRDa19eXL1++cPHiRZGpOnPmjGhyysvLk5uby8CBAwGor69HQUGBpKQkPDw8CA8PF1gcBwcH7t+/j6OjoygMmJubIyEhwaZNm5g2bZrIn9nZ2YmbIg0NDWbMmIG+vj6fPn0C/gVA9+EU2traePXqFcbGxgLbMHbsWEJCQgT/be3ataxZs4YRI0aIh5e6ujr69evHqVOnWLFiBbm5ubx7945nz56RkpLC2LFjyczMpK2tDXNzcywtLSkrK6O8vJzw8HARB+jp6WHlypV0d3fT0NDA+PHj8fLyYuzYsfz4449ERUXR3d1NaWkpR48excnEhKyzZ/lcXU15Sws3b94kNDSUS5cuYWJigrW1NWvWrKGyspKEhASOHDmCsrIy7u7upKWlMXXqVHp7e+np6SEzM5N58+ZhYGDAypUrKSsrw9XVlSlTpjBr1iyio6OFEeW7776jubmZrVu3kpqaysaNG9HT0xNrK3d3d+BfI0JpaSkRERHcvHkTCQkJgdeQk5Njw4YNfPfdd6Snp1NVVSWA1qtXr6azs5OWlhY8PDy4c+cOdnZ22NnZoampiY2NDdra2uJanZ6ejo6ODj4+Ply8eFHAULu7u9m6dSvPnz/Hzc2NT58+8fjxY1RVVfny5QuKioqYm5sL1Iy2tjY//PADEhISaGpqsmzZMh49eoSpqSmjR4/mwoULnDhxAllZWT5+/EhRURGlpaX4+PiIz8ykSZNwdHREWloaHx8frKysyMjIoK6ujt27d4vXY926dRgaGqKiokJ+fr4Ayg4dOpT09HTq6urw8vJi4sSJyMrKkp2dzefPn0lNTcXZ2ZmjR4/S29uLl5cXBgYGTJgwAV1dXVavXs2vv/7aB2NlwoQJlJSUsGTJEuzs7LCxseHJkyeixHbr1i3u3LnD3bt3+f7774mLixOcuAcPHjBz5kyOHj0q8pc//PAD5ubmdHd309TUhLS0NKNHj0ZdXR19fX2h9tPW1mbt2rWoqakJ20sfzDs6Oprnz5/T1NTEtGnT6OzsREZGhuvXr1NUVMT8+fORkJDg6dOnRERECBSVj48Pr169orW1FQMDA4HX2b59OwoKCgwZMoT09HTa29vx9vbm9OnTODk5UVNTQ2trK7q6unh7e2Nra8tff/3FzZs30dfXp6ysjA0bNgCQlJSEvr4+3d3dgvAwcOBAUfq4ceOGUO4lJCT8T2aC/27UgLNnz0Zt2LABBwcH8vLySEhI4OvXr9ja2gq0xuHDh7l27RqnTp3CwMCAWbNmIS0tzZgxY9iyZQtNTU2UlpYSHx/PX3/9RXFxMXv27GH9+vWoqamJXffjx4/Jy8tDXl6e1NRU5OXl0dXVpa2tjcDAQKqrq/nzzz//nyaonZ0dSkpKnD59mmfPniEvL4+bmxsvX77k119/ZeLEicKHdvnyZdavX8+yZcuQkZFBTk6O0NBQYmNjaWtrEzyytrY2xo4di5ycHDExMTx58kSEcl+8eCGQCvLy8pw5c4bJkyfz5MkTGhoaqKysFGH2YcOGsXXrVhoaGhg6dCgBAQEMHjwYFRUVmpubCQkJoaCgQAiuGxoaaG9vp62tDTMzM+rr6ykvL6e2thYPDw92794t/I5aWloMHTqU8PBwUXlWUlJCT09PYEFUVVXZu3cvK1aswMnJCRMTE8LCwujt7WXPnj34+/sjIyPDx48fUVRUREdHR+Qh+nAVpaWlYiIwatQo5OTkyMzMxMPDg/j4eAICAvjuu+8wNzfHyMhIcNiUlJTo168fpqamKCsr8+XLF27duoWfnx+nTp0iJiaG6upq/P39OXPmDAEBAbS1tbFs2TISEhIENkRJSYkrV64gISFBbm6ueC0GDRpEVlYWenp6ZGdnU1dXx7t374QRY+jQobx48YIXL16QmZlJdXU1Xl5ezJ07l+rqatzd3dm3bx979+5FU1OTt2/fUlxcTGpqKufPn+fs2bOYmZnh4ODA8OHDCQgIoLCwkPDwcNLT0/H39ycoKIjOzk6+fv3KqVOnKC8v5+XLl+jq6gpZc1RUlCjaFBYWMnHiRCIjI3n79i1z5sxBWVmZjx8/YmdnR0pKCj/++KNAGWhraxMfH09GRgYLFixgy5YtonnZ91T67t07wsLCSElJwcrKShRofHx8uHr1KoMHD+bt27fY2dkhISGBiYkJ8O/0p6uri/z8fLy8vNi2bRvff/89ra2tHDx4EF9fX5SUlKiqqmLx4sUUFRVha2vLnDlz2Lx5My9evKCxsZFTp06xfPlybt26xbBhw0hKSuL27du8ePFCEPXz8/MxMDBAQ0MDJSUltm/fzpAhQ5CXl2fBggWCnWRubs6dO3c4ceIE0dHRjBo1ipqaGtavX8/WrVuRkpIiKytLXD/Onz8v5M59LuIvX75w+PBhTE1NGTduHIGBgYLRGBQUxLNnz1i/fj1z5sxh+/btyMvLi7Z2n0OyrbWV5rVrWZ+djSvwA+ANnKysJObOHbS1tfn48SP29vb4+/sTEBCAg4MDq1ev5tq1axw9ehRJSUkeP37MiRMncHV1xdHRkaioKFatWsXq1auZPHkymzZtoqCgABMTEzw8PPD09MTKyoqrV6+yatUqPn/+jJaWFo2NjVy9epX58+ejr69PYmIi1dXVeHp6ipbd6NGj2bdvnyjW9OvXT8C9dXV1hcPz0qVL6OjoEB4ezrfffktLSwtycnI0NTVRWVlJXV0dbW1tmJqaoqamxtWrV3F3dyckJAR1dXWsrKwYOHAgZWVlglnp6OjI69evqa2t5ZtvvkFWVhZlZWV+/PFHrK2tmT9/vtDczZw5k9raWubOnUtLS4uA8qqqqqKgoEBqaio+Pj40NTXR09PD27dvmTt3LhMnTqSzs5NNmzaRnJyMgoICO3bswM7OjqSkJCZOnEhpaSnPnj1DQUGBkSNHoquri5KSEvX19XR0dODh4YGtrS0pKSn4+flRV1cnmvvjx49n8ODBgoM4duxYHB0d6erqQkZGhrq6OvT19WloaEBPT4/c3Fw6Ozv5+eefCQkJ4ciRIzQ0NAjY86tXr3j27BmrVq3C2toaJycn9u/fz9KlSwkPD+f9+/eYmJgIPJSVlRXm5uYkJSVRX19PUVERv//+O8rKyjx9+hQnJycUFBRQVlZm7NixPH/+nIaGBu7cuUNPTw9btmzh2bNn2NnZ0dXVhb6+PmvXrhXBfCMjI+7cuYOEhIQQ1O/Zs4ewsDDy8/M5ceIEHh4eAAIl5ezsTENDA/7+/vTv3x9VVVWxkVi2bBne3t78/fffnDp1io6ODlRVVUlNTeW3337DysqKhoYGXr9+Ldy3/fv3x9TUFENDQzQ0NHBwcOCHH36gX79+HDlyhI6ODpycnMTW5f/aSP67Uftfzvr166P09fU5f/48AD/99BNFRUVERkaKJ+7+/fsjLS2NmpqaYMa4uLhw48YNpKSk8Pf3F+7HzZs3o6WlxeXLl7l79y4fPnygoqICNzc3EbyVlJREQ0ODCxcu4OTkxODBg5GTk6O0tFQoYR4+fIidnR3l5eWUlZVRWFiIqqoq48ePp7a2ltevX1NXV4eqqipqamosXryYwMBAVFRU+Pvvv6msrKS8vJytW7fS2toqVqDx8fG0t7fj4uLCtm3bMDAwYP369bx79w5LS0sUFBRERTs+Pp5Zs2Zx+fJlNDU1UVRUZPLkycydO5eEhASqqqpYsmQJFy5cwMLCAmNjYzQ0NFBQUKCiooIXL14IynufI83Kyorz588zefJkrl27JnhHfUDToUOHCsxDYWEhOTk5vHz5Eg0NDZYtW0Z4eDjx8fH4+Pigr6/PnTt3sLS0FBcGZWVl4uPj+emnn1BQUCAhIQEHBwc+ffqEvLw8RkZGhIeHExwcjI+PDz/88APy8vLcu3ePlpYWjI2NaWlpQVlZGWVlZYKCgnjz5g0pKSkcOnQIGxsbCgsLMTY2RlJSkidPniApKUlaWpoAx27dupXr16+jpqaGnJwcOjo6qKqq8vbtW1xcXEhKSuLXX38V4/isrCySk5MxMzNj3bp1lJSUoKmpSVFREZ8+fUJRUZFZs2ZRUVHBP//8Q2RkJI8ePUJBQQFDQ0O0tLSQk5MjOTkZf39/tLS0WLhwIZ6engJK2r9/f7Kyspg7dy55eXk0NTXRr18//vjjD5SVlamoqCA0NJSenh5MTEw4ceIE169fx9DQkNzcXEJDQ9k+dSrBr15hn5YGDQ0cS0pCVUMDExMTrKys0NDQoKOjg6ysLFxcXPjy5Qvv3r1DSkpKPOgMHz6c/fv3M23aNOTl5YUPr3///hQWFpKdnc2xY8eIjIzE1dUVFxcXgY7ZtGkTNTU1/PTTT+jo6LBq1SoRgO6bdJibmwOQlZXFnj17WL58ORYWFgwbNozs7GwOHDjApUuXhIWjj+/W2NgooKAbNmxg9OjRQsgdGxvL7NmzycvLQ1VV9f95sGlsbMTe3h5ZWVmMjIyQkpJi/vz5HD58WOBIbty4wYIFC7hy5Qqurq4cO3aM7du38+HDBwHwTUhIwNDQUHwGPDw8GDFiBIcPH2bLli1oa2sTEBBAREQEEyZM4MyZM+LLPjU1lfDwcDo6OtDR0cHOzo4LFy5QXFyMt7c3CgoK5OTkICsrS2JiIulr1zIXGAT8DhwAgoBQ4DpQUFDAoUOHuHr1KkOHDqWkpITa2loePHhAT08PBgYG2Nra4ujoSHV1NTU1Nejq6rJgwQJ8fHxQVlbmyJEjNDU1ce/ePU6dOkViYiIJCQl4e3vT0NCAtra28OfOnTuXtrY2tmzZQmBgoGgdTpgwgfT0dEJCQvjy5Qv29vaila6trU16ejqdnZ34+/vT3d1Nd3c3X758obu7m7Vr1yIrK0tMTAySkpK4urry7Nkz4uPjyc3NRVtbG3V1dTQ1NUUrtrKyUvyOCgoKfPPNNzx9+pQ3b95QUFCAubk5mZmZ7N69m7i4OIyMjISntaKigr179/Lo0SMsLCwoLy+nf//+XLt2jbq6OvLy8lBUVCQiIoKtW7dy9uxZEhISePv2LQ4ODjg4OODl5UVTUxPOzs5MKjmeVgAAIABJREFUnz6dc+fO8eDBA0JCQmhsbMTJyYlBgwYhIyPDrl27GDZsGO3t7bx7904ghb799lvGjh1LTk6O8MVGRETwzz//YGJiQnt7Ox4eHjx58oTc3FxSU1N5//49bm5uWFlZcfDgQaZPn46VlRXHjx8nIyODiRMnoqamJgwVUlJSzJ07Fx8fH9zc3Ojs7ERKSori4mKhnjI2NiYjI4O8vDyUlJSwsbFhwIAB4hrg5+cnoOJ9zc+ysjKOHj1KYGAg7e3tvH37VrDrZs2aRW5uLoMGDSIlJQUVFRUcHBw4d+4cjo6OIpqgpaXFp0+fsLe3Z+TIkfT29hIfH8+kSZN48eIFs2fPpqqqipycHGJjYxk3bhxqamoUFxezadMmVFVVkZGRISoqioKCAg4fPsxff/0lmuUSEhIoKCgIdqK9vT25ubn4+vpiZmYmpoKqqqqcPHkSJycnbt68SWBgIAYGBmIVq6Ojw8WLF/9bff6v58CBA1EqKiocO3YMe3t78vPzSUpKIjg4mPb2djo6OmhoaEBeXp6goCCWLFmCsbExNjY22NjY0N3djZWVFb29vVy9elXkdwBBsrawsEBSUpKCggL09PSEc/C7777j3r17DBw4kNevXwtVj6urK4cPH0ZRUZFx48ZhaGiIvLw8T548Yfr06WRmZjJhwgThJPzw4QPp6ek0NDSgoqKCu7s7J06cYNasWaxcuZJhw4ahpKQkpi7jxo1j3bp1SEhIEBQUJJpPy5cvZ9myZWRkZHDq1Cm++eYbPDw8RKZLQ0ODX375haqqKpycnGhra8PKygoTExMCAgLo7OxkxowZhISEICcnJ9ag8+bNw8HBgaioKBITE/n+++/5+PEj7969w83NDQ8PDzIzM3nw4AHFxcXcunWLx48fs2XLFnbv3s2WLVuIi4vD29ubqqoqrKyseP/+PdHR0WzZsgVXV1eKiooYN24cd+7cwcHBgYSEBJqbmwkICODjx49UVlbS0dFBWloa6enpvHr1imnTpgkDgI6ODoGBgRQVFeHh4UFUVBRycnIUFxfT0NDA58+fxZdweXk5Xl5egmPUt1LJzs6mtrZWaKW8vLxYt24dVlZWmJmZYWxsTEFBAXZ2dkJ/VF5ezqdPnwT5v6ysDElJSTZs2MDUqVPx9/cnLy+P6upqTExMGD16NDExMRQUFJCXl8fMmTMxMDDg5s2bjBkzhu3btwtkQmxsLF5eXtTU1NDd3c2bN2+YO3euQLu8ePGCrq4usdZQU1NDV1eXESNGcPr0aU6cOMF3331H//79SZg7l50VFcR3dfGooYFpwHzgj5oaev/vhVtfX5/Q0FCcnJyYMmWKuOmdNm0a2dnZIp/1xx9/MGjQIMaPH098fDyysrJMmTIFR0dHBg4cyIcPH5CVlSUpKYnKykpUVVXZuHEjysrKeHh44OvrS1JSErt27WLq1Kk0NDTg7u7O+/fvhTNw1qxZmJmZCeDphQsXePLkCR0dHUJXU1ZWJnJA9+/fx9bWFl1dXc6fP8+zZ8+wtLSkoaGBwYMHc+vWLaSkpGhtbRXS6h9++AF9fX327duHlJQUr1+/ZsiQIdy4cQN/f3+cnZ0xMjIiJCSE2NhY8Zp///33nD17VkwmfH19GThwoGiL9+WXfH19xVRaUVFR/CsrK+Pq1ats27aNY8eOiVWYtLQ0gwYNoq6ujr1797Jz504SExMpLy9n5MiRlJeXIyMjw5yXL1nf3U3a/70GdgOJwDHgENApISHa0J6enmRnZ9PU1MSECRMEpmPixIn8/PPPggK/cOFCbt26RUdHB48fP+bZs2cMGzZMZKfs7e0xMTFh165dJCcns2jRIn799Vf279/P2bNnUVVVJT4+nqysLAABB/3222/Ztm0bPj4++Pj4YGpqyps3b2hpacHb25vExETBNfzy5QsFBQV0d3fT09MjpiUdHR1s2bKFVatW8fbtWxQVFZk4cSK7d+8WBo7Jkydz9+5dnJycqK2t5dy5c2RkZKCurk5YWBhZWVns37+f8vJyNm3aREBAABkZGURHR2Nubk5TUxM1NTXY2NhgaWnJX3/9RVdXF3PnzqWqqgodHR1sbW3R0dEhNDQUJSUlfHx8iIqKYsWKFdjb2xMXF8e+ffvEivHDhw/CnBIbG4uZmRlPnjzh6NGjHDx4kHPnzpGWloaenp5AzIwfP178nVNTU5kxYwZXrlxBXl6eu3fvMmbMGE6ePImvry+FhYUsXrwYHx8f4SxVVVWlpKQEf3//PnwEgYGBfP78GWNjY6qrq8nLy+PAgQMoKiri4eHB7du3qa6uRktLCwcHB/T09Bg5ciTPnz8nKCgIS0tL6urqSE1NRUNDg/Pnz5OTk8Pq1avZuHGj4BCam5vT2toqWqyNjY3C+NBnN+lb34eGhlJQUEBFRQXJyckEBwcTGxsrrADp6ekkJCSgp6cn8B3z5s0DwNbWFn9/fxobG+np6WHNmjVYW1uLKJC/vz/6+vp0dHSgrKzMo0ePmDlzJjk5OVRXV6Ourk5BQQHh4eEcPXqULVu2kJuby+bNmzl27Bjz588H/rWBDBkyhNbWVnx8fMRGRF9fn5cvX/L48eP/Jmr/67lw4ULUrVu3sLS0JCUlhaVLl/LXX39hZ2cn3JhqamrIyMiwevVqLl++jLGxMVeuXOHp06coKiqyYsUKVq5cSVpaGgYGBri4uCApKcmnT5+QkpLixIkTBAb+H/beK6rqc33XvkCmFOm9IyBSlWIBBRTpFgQ0gqgomliiBKNZscRurDFq1OhSoyYao9gRC6JGUbAjVaqAdGkivZd9kD/v2Ps7+dbBPtljrHmSkYwkQ52T+Xvf57nv6/LkypUraGlp4ejoiLe3N4mJiSgqKlJeXk5PT4/YZRsYGODi4oKvry8LFy7k5s2b3L59m/PnzwNw7tw5ysvLcXd3JzIykrVr1/L111+TnJyMnZ0dBQUFQul0/Phx4uLiaGlp4ZdffmH27NkEBAQQHx9Pf38/CxYsICUlhezsbFRUVBg0aBB//fUXq1atQkdHh7i4OOTk5CgpKaG1tVV8KAfybM3Nzdy4cQN3d3cUFRWFSNjIyIjc3FwiIiI4c+YM1dXV3Lp1i6qqKrq7u0XANjExkdraWgEwHDicDB8+nO+++47Tp09z8OBBHj9+jKamptDiDB06lKCgINrb21FRUeHatWu0trbS3t7O5MmTsbW1JT09nffv32NiYkJBQQHm5uZIJBKxTv306RO+vr6YmJiQlJTEsWPH8PDwYNu2bcyfPx93d3eqqqooLi5m+PDhxMbGClyDlZUV8E/A/+zZs8LdOHjwYAIDA8nLy6OqqgpFRUVMTU2pr6/n+fPndHV1cezYMVRUVASK48svv+Svv/7C2dmZs2fPEhERgZ6eHhkZGZiZmfHmzRvevn3L8OHDsbW1pby8HCsrKzw8PPjiiy84e/YsBgYG3L17l++++w6JRML48eN5+/YtPj4++Pn5kZSUxNatW9m+fTu7du0S9fLjx4+Tl5cnPLMjRoxg7NixPH36lFGjRrFy5UosjYyYuGsXCwwNOdXQQDpwHggGlIA3//Ngf/bsGQ8fPhRfth0dHaioqPDx40fev39PeHg4JSUlbN26ldbWVo4fP86uXbuwsbHhxo0bIl+2fv167O3t+eqrrygsLCQwMJDExETWrFkjnLCOjo7cv3+fwMBAgUoZWNHGx8ezbNkyZs6ciaenJzt27GDt2rW4uLgwa9YsZsyYwahRo7CysqKnp4f9+/eze/dudHR0ePv2LREREYwfP54tW7bQ1dVFXV2dWFcoKioK4OiTJ08wNTVFXV0dPT09wsLCuH//vvB8FhYWoquri5aWFpqamrS3t7N//36Bz+nv7yc4OBg9PT0UFBRISUkhOTmZ7u5uysrKePToEdnZ2ZSVlTFr1iwqKyvR0dER+I0lS5bg4ODAv//9bxISEgTw1dnZWcjDP336JHy8A9OvCS9ecAKo/d++BzuBlcBZoIl/YKrx8fEoKyuTl5dHRUUFlpaWeHh48Oeff/L27VuOHTuGnp4e1tbWtLS0kJmZKWwqGzduFD7eL774gp6eHnF527ZtG+/evePdu3f09/fT09NDY2Mj3333HaNHj+avv/7i5s2bYpK3adMmMWkBWLp0KYGBgVRUVAgQ8fPnzzl58iQ1NTVYWFiIh2NpaSn79u0T+KU3b97Q0tKCrq4ulpaWNDc3k5aWxrFjx7C0tOT9+/coKirS2tpKamoq7u7unD17VgTMLS0tcXV1RUVFBVdXV6SlpUVe+Pr162zfvp2nT5/S2NhIfX09/f39eHl5YWFhwdmzZzl58qRA3hgbG3Pv3j0iIiLQ19cnPz+fiIgICgoKGDVqFJMmTcLMzIyCggIBUp82bRoFBQXMmjWL58+f09/fj7m5OfHx8axZs4YbN26wcOFCioqKCA0NFXgRRUVF3N3d+fjxIyEhIcjKyhIdHY2fnx8Az549Y/Xq1ejr64sJkbm5OWpqapw8eRJlZWUKCgpEhAAgOjqa3377DV9fX7S0tKioqMDe3h5ra2tRQOvv7xeH982bN7Nz506MjIyorKwkLCyMn376ibq6OlRUVKitraW9vZ3i4mKePHnCt99+y9OnT1m5ciWqqqq0t7fz6dMnkR+VlZWlpaWFxsZGPnz4IPKnNjY25OXlER4eTnl5Od9++y1Hjx7l999/Z+3ataxcuZJBgwbx+PFj1NTUiIyM5M2bN1y9epXdu3dz6tQpDA0Nyc7OxtjYGHNzc3x8fIiIiODevXu4ubnx5s0bzMzMMDU15dKlS7i7u2Ntbc3ixYu5efMmaWlpeHt7o6ysLMo0YWFhWFpakpGRQVVV1UAB7L8Htf/ktXPnzq2LFi0iPz9fwPNMTEwEa0pPT4/ExEQKCgrYsWMH+/fvZ9iwYVRXV/PHH38wZMgQ7O3tUVFRoaqqiunTp5Oenk5DQwMjRozA0NCQGzdusH79eiQSCZcvXwZg5syZdHV1CXm2s7MzycnJVFRUICUlxYsXL4Tz09jYmK1btwolzsuXLxk3bhyHDx9GS0uLFStWMGjQIOLi4li0aBEWFhbExsby999/4+7uzpw5c/D396egoAATExM+f/7My5cv8fDwwN7enmHDhgFw5swZ5OXlWbx4sQhgDky5Jk2ahI6ODrdu3aK6ulocIvLy8pg0aRLHjx/H3d2dAwcOsGzZMl69eoWVlRU//vgjmzdvZv369Xz33Xe4uroSHBzMzp07iY2Nxd/fn7CwMLy9vbl16xYLFy5EQ0OD8+fPY2pqipaWFs7OzmRnZ9PX14eZmZnI30kkEgoKCgQhXVZWltDQUF6+fMnz58+RSCS4uLgItteSJUtITEwUXCklJSWxOm1pacHCwgIdHR2Ki4v54osv2Lx5MxoaGoSHh5OUlMTDhw8ZPnw4PT093Lx5k6SkJNTV1ZkxYwZ5eXnMmDGDMWPG0N/fz9WrV0WWRk9Pj2HDhpGamsrbt28JCQnB3NwcT09PrK2tKSwsxMvLi5EjRwpHp4aGBt7e3pSWlvLy5UvB4AN48OAB79+/Z/Xq1SKfV15ejre3t5gwqaurs3LlSoqLi/n06ROVlZWYmZmJyZu1tTUpKSmMHTtW3JplZWVFLnHhwoVirZNz+jQK+fmsqqn5P352OoD5srIUu7py7do1vvjiCzER8fPz4/Xr19TV1TFr1izxXujq6hIYGIiRkRHh4eEcPnwYd3d3pkyZImjeCgoK4kE2kFuRlpYmKSkJKysrbt68SXx8vDisubm50dvbS3d3N/fu3aO2tlY8lGJjYxkxYgQ//vgjT5484fjx48yYMYO5c+fS3NyMvb09//rXv4B/2mmXLl2irq6OtLQ02traMDQ0JDExkdmzZ4ufDYlEIr6EPTw8iIuLo6ioiPT0dOzt7WlpaaGnp0cYBgICAsjJyeHixYuEhYUJ+fY333zDo0ePKCwspK2tjZKSEqGH8/HxYfr06UyfPl1YQH799VeKioowMDDAx8eHlJQU9uzZw+fPn2ltbSUqKoq7d++ioqLCkiVLkJWVFbaHvr4+ampquHr1KiaNjQwFHv9v7+VEwA/Y/T9/f/fuXQwNDQkKCuLJkyf09vZiaGhIfHw8BQUFGBoa0t3dTWRkJN7e3jg6OlJXV8fRo0dZsGCByO0OMMSam5uRl5enoaGBZ8+eIZFIyMnJwcLCgnfv3qGjo0NTUxNNTU2icamkpER9fT3u7u6sXr2aZcuWAf+YUf766y/y8/NFyUBRUZGFCxeioKBAfX09tbW1jBo1Cg8PD06dOoWHhwfv378XztEBNpe5uTlGRkZ8+PBBbDCePn2Kk5MTkydPFuzFdevWAYjWPoC0tDR3794lMDBQ/DmoqKjQ0NAgpjQFBQUoKCigrq5OZWUla9asITExkeTkZHJzczExMeHdu3ei0djY2Ii3tzexsbEC6Ovh4SGmu8nJyYSEhFBRUUFycjKtra2cOXOGw4cP8/PPPzNu3DguXLhAaGgoZWVlxMTEsGnTJuzs7MjPz6eqqorTp0/j6OhIbGwsmZmZAu66c+dOnJyc6OjoICEhATU1NQoLC7G2tqajo4PExEQWL15MTk4O33//PRUVFURHRwuY8ujRo7ly5QptbW1YWVlhYmLC8+fPyc/Pp729nVOnTolBSHt7O/PmzROr5YELXUhICMOHD2fy5MkoKChgZ2cnJllv377FyMiI2tpaQkJCOHDggFDgDVD/paWlkUgk9Pb24ubmRmVlJaWlpejo6GBiYiKa1vn5+cyZM0cUB3/44QeuXbvG4sWLWbx4MR0dHbi4uJCeno6HhwcjR44kPT0dPz8/Wlpa8Pf3Z9SoUWRkZDBs2DCmT5/OihUrePXqlSh4JSUlUVJSwr179wgODiYlJYWYmBiioqJ4+PAhubm5/y0T/Kev06dPb5WWliY8PJyCggJGjBjBhAkTOHLkCBUVFcjKyrJq1Srq6uoYPnw4XV1dpKSk0N3dzbZt2zh69CiVlZXo6uoyd+5cGhsbGTJkCJMmTeLMmTPk5+ezaNEirl+/Tnh4OE+ePOHt27dMnDiRM2fO0NjYSFhYGHFxcbx8+ZKAgAAuXLjA0qVLASgsLKS/v59hw4aJAOKqVasAuHjxIj09PWRmZjJq1Cg+ffpEaGgoHh4e3Lp1iwMHDjBs2DAiIyOJj4/H2tqa4OBgFBUVUVNTQ01Njf7+fs6cOYOUlBT79u3j3LlzfPr0ifj4eExNTRk6dCgxMTF89dVXqKioEB0dzfz58wkODiYhIUG0+AYajPfu3WPw4MEsWLCAjx8/0traSlZWFq9fv6ajo4P3798LybKMjIwYlzc3N+Pm5kZNTQ3jx4+np6eH1NRUsZIe0FopKirS39/PlStX6OnpQUdHh1evXhEZGYmmpiY1NTU0Njby7NkzIiIi6O/vR11dnYqKCkpLS3F1deX58+dUVVWhra3NrFmzqKio4PLly0gkEjo7O5GWlqapqYnZs2fzr3/9i+DgYDo7O5k3bx61tbX4+vry/PlzoSDx8fGhrKyM169fc//+feElXLduHWPGjCEvL4/bt2+Lw8+IESNISkoS68uB1tfVq1cBOHXqFKqqqsIWYW5uzqNHj/Dx8eHy5cvY2NgwZ84cCgoK+Pbbb7G1tWXHjh3o6ury1VdfERISwk8//UR4eLhoSNnZ2WFvb8/06dNZtWoVz549o7CwEDMzM7KyssjNzeXp06diYtne3i5a0ApdXfh9/Mjh/8/PzgRAq7eX9ilTuHTpEjdv3iQzM1N8KVpZWSEvL4+TkxOysrKoqqpSUFDA2rVrMTExEYf05ORkFBUVCQ4ORl9fX2jFMjMzKS0tFbqugQfnQE4kNDSUmzdvoqSkJLJibm5ueHp6YmBgIJpwfn5++Pv7C/Hz/v376enpwdTUlEOHDgmno7q6OsHBwWJyWVxcjJqaGjNnzhTQ1P379+Pv74+7uztfffUVMjIydHV1YWVlRWpqKuPHjyctLY2qqiqxeh+YTktLS+Pr64uRkRGampooKyuzdetWHj9+jLu7O52dnVRVVTFo0CCGDBlCQUEB1dXVhIWFsW/fPnbt2kVOTg6enp7cu3ePyMhIHB0d8fT0xNXVlUmTJjF48GBGjx5NeXk5/f399Pb20tPTg4mJCe3t7RQVFZHU2Mj+ri6M+WftGQgcBKKAPP65CDx8+JDNmzezf/9+goKCcHBwIDAwEBUVFQ4dOoSdnR1Tp05l6dKlonQ1depUXF1diYmJITo6mvXr1/PixQs6OjpwcnJCR0eHvLw8JBIJaWlpLFq0iOPHj/P111+TmJhIWVkZM2fO5OHDhxgaGmJlZUVubi6pqalISUkRGBgI/NOsi4uL48svv2TixIm0tbXh4uJCfHy82Gj09PSIyZCenh7nzp0jMDAQVVVVFBUV0dTURFVVlYqKCpSUlPD29qauro6uri7Cw8MxMTGhpaVFfIcWFxejpKTEq1evyM7OFpiY4uJi+vr6hAUkJSWFwMBAnjx5Ig4Nz549o6ioiJEjR7Jq1So2bdrEvn37KCkpYdOmTSgpKTF06FCysrLw8vJCQUGB7du309TUxJo1azh37hxZWVlMmjRJKKuUlZUJCAjA29tbTNAzMzPF5NXJyYlr167h5OTEhg0bsLCwICMjgw8fPjBr1iz++usvXF1diYyMxMPDg8+fP+Pu7s61a9eYPn06gMCbODk5UVNTw8qVK0XRrLKykoiICHp7e7l8+TLv3r3Dzc2NoqIixo8fT0JCAk+fPuWbb75BSkqKu3fvsnDhQpqbmwX25vDhw4wdO5Z9+/aRn5+PRCIhIyODn3/+mYSEBJSUlIiIiCApKYmpU6cikUhwdnZm0KBBqKur4+fnR09PDzU1NQwZMkTYYry8vGhpaSEqKoq1a9dibGyMsrIyDx484Nq1a4SHh7N06VISEhLw8/NDQUEBAHt7e/HdNmTIEOHgnTBhAsOGDRM2C2lpaTw8PDh37hw+Pj4UFxdTUVEh4injxo3DwMCA1tZWgoODkZKSwt3dnaCgINra2ujq6sLY2JiYmJj/TtT+09fx48e36unpidWAtbU1OTk5ohEHiJvuwI1v7969rF69mr6+PiQSCVZWVowdO5aDBw8K5c8ff/yBjY0N6urqtLa2cvXqVdTU1LCzsyMgIEBodAa0NBcuXCAqKgp9fX0ePXrE5MmTuX37tlitbN68merqalRVVXFycuLSpUtoamry/PlzEhISuHnzJtOnT2fp0qXs27ePiIgIli1bhru7O83Nzejq6hIeHi4o2v39/Xz69AlVVVWKioqQkpJi9OjRjBw5koCAAMLDw6mpqWHatGnIyclhYWGBlJQUwcHBwtNpZ2fHmzdvGDt2LJ8+fUJdXR0LCws0NTVJSkpi3LhxQkgbFRXFhw8fkEgkrFu3jsbGRnR0dJg+fTrffPMNoaGhwu9WWVmJpaUl8+bNE0aI9vZ2UlNTOXv2LAkJCZw/f56amhqMjIyEwPiPP/6gpaUFPz8/fH19OXPmDGPHjqW5uRmAuLg4HBwc+OGHH3jz5g1lZWVoa2uLZlFHRwc2NjZ4e3sLP+Ldu3e5desWmpqarFixgg0bNvDixQuh1Oru7hb5waVLl4pmVmNjI+PGjcPX1xd5eXnCwsLYvXs3DQ0NODg4oKmpibGxMUZGRjx69IjBgwdz8uRJXF1daWpqQkFBARsbG6ZNm4ahoSF9fX389NNPWFpaoqCgQG1tLa6urhw5ckQQ6Xft2sW7d+8YPXo0U6ZM4cCBA0JpYmFhQW1tLevWrePbb7/FyMiInp4eKioq+Oqrr7C2tubHH3+ksbGRK1eusG3bNlavXo2xsTFV/f2Mz81FCkj+n58bXeCsRELujBkM9fampaWFIUOGEBUVRXx8PC4uLnR2duLl5SUaZbNmzSIqKorr169z/vx59PX1UVFRQUdHR/zz4uJimpub+e2337C0tOTx48e4ubmRkpLChw8fqK2tJTk5WahqBtpvfX196OrqEhsbS3FxMW/fvuXVq1fs3r2b+fPnk56ejpKSEvLy8ri7uxMXF8ehQ4e4cOECycnJbN68mdjYWExNTTl16hRJSUkMGjRI5IVMTU3x9fVl9erVon2tqqqKhYUFBw8e5MWLF2IldvToUUJCQoRAfMeOHdTW1qKiooKFhQWnT58mODiYtrY24uLiCA8Pp7+/n5iYGDZs2IC6ujqZmZkUFhZSW1tLWlqaYDEtWrRI0NkLCwtZs2YNP/74I/fu3UMikTBz5kx6e3tFTqmurk4ga+Tl5Wlra2PO8uWUubpSd/8+swA54FsggX8Ow8HBwXR0dFBSUiLel9raWq5du0ZWVhYrV64U0vnly5cTHByMmpoanZ2dfP/99+zatUugVkaNGsX+/fvJzc3l1atXwjJRVFSEj48P9vb2JCQk4OHhQUBAAM+ePaOzs5PY2Fj6+voYO3YsmzZtYv78+dy7d4/nz58TFhZGYGAg+/fvJyMjAz09PZYtW0ZjYyONjY3iwSolJSVE2fn5+Vy5coWhQ4dSX19PamqqsH4M5Jx6e3tRUlLizz//5P3792hpabF69WpMTU0ZMWIEJiYmZGVloa+vj6KiImlpaUhLS+Pt7Y2zszPHjh1j6dKlFBYWUlhYiJycHJqamkyZMoUNGzaIAtTp06fFYevNmzdCQ2RjY4Ovry/Tp0/Hz89PTPzs7e3p6+vj0qVLPHr0iCFDhmBlZcW+fft4/vy5yDwtXryYc+fOMXfuXHbv3i0KAwYGBsybN4/s7GyUlJT49OkTK1eu5NatW8I5PWCc0NPTo6ioiKamJqZOncrvv/8u9EifP38mMzMTDw8P7ty5g6OjI83NzcycORMXFxemTJnCpk2b0NfXF8WWgejGli1baGtr486dOyQlJREUFMSYMWPw9PQkPj4eT09Phg0bxvPnzwVK593d/ax1AAAgAElEQVS7d6xcuRINDQ3a29uprq7GwsKCmJgYSkpKyMrKorq6mi+++AJFRUVKSkqELWTAWa2srExCQgISiYSWlhZaWloYMWIEq1ev5ocffmDjxo2Ym5szceJEQX7Izc0VLs+BFvmFCxdEplpHRwcFBQXU1NTE50RGRoZHjx7x999/i6LRgBfay8tLZKKPHDnC69evMTEx4fLly//RQU2qv7////Kx5/+9l7q6en99fT13796ltbUVW1tbKisriY+PB0BfXx8vLy8uXryImZkZixcv5siRIyxfvpysrCySk5OprKyksrKSRYsWUVJSwtWrV7l48SJxcXEA3L9/n7Vr1/LXX38xdepUTExMiImJwdramnfv3qGqqoqrqysLFizgxo0b3L59m0+fPlFTU0N7ezuACPF+99135OfnY2try9WrV+nu7hb7ek1NTSHaLSgo4NixY7i6uhIaGgr8c1CJiIhAXl6eb7/9lnHjxhEaGkplZSX6+vpER0fT09NDU1OT8HcOcL2uXbsGwLp160QIffz48fz666/cvn2b77//HkVFRdasWcPcuXPR1NQkNzeXMWPG4OPjw759+3j//j0A33//PfHx8fj6+jJ8+HAAMjIyqK2txcvLi/7+fqSkpCgrK+P06dNs3bqVlStXEhUVRVJSEgDt7e0oKytjZGTEzz//jL+/vxBH19bWYmBggJGRkXgIqKurM3v2bI4dO0Z9ff3Ae4+enh5///03iYmJLF26lDlz5og1dVJSEmZmZqiqqtLQ0ICMjAwdHR08fvwYFxcXAHHLX7Rokbg91dfXM2LECBwdHenv7+f169cCGtrZ2UlpaSlXrlwhIiICgDdv3lBcXIyVlRWdnZ0MHjwYFxcXMjIyiImJQU9PDycnJ1paWkhKSkJZWRl/f3+ePHnC6tWrxZ+fqqoqd+/e5ffff2fWrFnMnz+fzMxMzp8/T1VVFfHx8XR2drJq1Sp27tzJ6tWrmTFjhvi1+fn5CfbZw4cP8fPzQ01Njb179/Lz0qXE8s+6s0YiwV1amh87O5n8P9DbW7duAf9km1pbW/H29mbbtm0EBgby8eNH7ty5Q2BgID4+Prx7944tW7aIC8XTp0/ZvHkz27dvB/6ZmOjo6JCdnU1gYCBv374V2UlDQ0NGjBjB48ePcXZ2ZuzYseTl5aGmpoapqSl37twBEE3W5uZmRo4cSXl5uWjnDQT0B/AwFy9eJCoqivr6eqZMmUJhYSEAMjIy4vI14B3My8tj5cqVHDp0iClTpnDx4kVSU1PJyMigqKiIX3755f/4funr66OgoEDASltbW3n79i1ZWVkcOXKEu3fvUl9fz7x588R/09TUJHJlAIqKipw+fRoNDQ2Ra+vs7GTnzp1s3bqVS5cuMWnSJDGJunnzJjNnzhQ5N0BAiB0dHbG2tmb37t0oKCjwyy+/ICcnh7OzM4WFhcTFxVFTU4O+vj4PHz5ET08PVVVVAO7cucPy5ct5/PgxLS0tosyUkZHBo0ePSE1NFSq9LVu20NrayoEDBwDEv6ukpCQC2ACvXr3C1NQUbW1t4J8Nwv379zEwMBAFKHNzcxFlAPD19WXYsGEUFhYKRMXixYuRlZVl3bp1FBYW8vPPP7Nx40YsLCzo7e0lLy+P0tJS4bCsqKjAxcWFq1evCq7i119/jaWlJYDgN0ZHRxMWFsbevXupr68nODiYmzdvArBkyRKGDBkiDpHff/89CxYsICYmhqlTp5KbmyuKZQOv5cuXo6ysTENDAwD+/v6MHDmSK1eusGDBAlavXs3o0aOZMWOGgCv/9ttvODg4cP78eXp7e7l69So7duxg1KhR4vMiLS0tvM2VlZXMnDmT48ePM2HCBK5cuYKvr6/4dW3dupWNGzfS2NhIUFAQ8E/ebCAjqq6uTm5urvg509XVJT4+nrq6Ok6ePMmJEyfo7e1FR0cHHR0d3NzcAKisrKS4uJiGhgaSkpLYtWsXwcHB3Lhxgzdv3giMjqqqKmfPnkVeXh5HR0fKysp48eIF8M+W6N69ewKEPVCqgH+wGiEhIezevZv169fT2NjIkSNH2LhxIwBeXl4AuLm5sW3bNt6/f8/Lly+ZOHEijY2NlJeXc+DAATZu3MjgwYOxt7entraWuro60aAe+H88fPhQtPpnzJhBVlYWM2fOFJeW8vJyfH19xeFXTk6OsLAwHj16JM4OKSkp3Lx5k2PHjtHW1oaKigqKiop0d3ezdOlSHBwcSEtLk+L/5/XfiRqwe/furaamplhYWGBra8v58+cZPXo0oaGheHl5ce3aNWpraxk7diwhISEsWLAAFRUVent7qa2t5cqVK4wbN46wsDBRXZ81axbd3d2CHfP06VP6+vr48ssv0dTURCKRsHv3boGyyMnJ4dWrVxw6dIjc3Fx6e3uZMWMGzc3N/Prrr+Tm5mJvb4+ZmRny8vLiRpqfny8ApObm5pw7d449e/awY8cOPn/+TFlZGcOHD+f+/fuC21ZQUICTkxMyMjLU1tbi5OQk/HsDRoFvvvmGMWPGkJaWRmFhIdnZ2cA/D65ffvmFoKAg4cd8+fIlGzZsQCKR8PLlS37++Wfs7OxQVVUVPyg2NjbU19djYmKCiYmJeGg8e/YMTU1NoqKixG2tq6sLS0tLscMfwHa0tLRgbGwscnUGBgbcu3cPGRkZ5s6di4aGBiEhISgrK1NUVISSkpJo5zx+/Jivv/6aZ8+e8fHjRyZOnIi8vDyVlZV0d3djY2ODvLw8t27dYvTo0UhJSTFmzBj6+vpQVlbm0KFDAs9gYGDA2bNn6e/vF6ylDx8+EBUVxadPn8jJySErKwsnJycOHz7M27dvqa6u5vTp06KpuHr1ahwdHfn48SPt7e0i69bc3My5c+fYsmULHz58QEpKCl9fX7y9vdm8ebOAtw4dOpTCwkIGDx7MmDFjkJKSQklJiZSUFOTl5WltbUVRUZHS0lKmT5/Ow4cPCQgIQFdXl8WLF7N7925+/fVX9u7dK26NQ4YMoauri8uXL9PR0cHdu3fJz89n//79REdH83daGseAUeHhlCoo8G9TU/5dVERxcTG//fYb+vr6mJiYMH/+fCZPnszr16/x8fFBW1sbCwsLNDQ0qKioIC4uDisrKyIjI1m2bBkBAQFUVlZiaGhIa2srHz9+FHiPmJgYysrK8PT0FFPFOXPmUFJSgoqKCkZGRoJdNJB3Onr0KMXFxbS0tODo6EhoaCh5eXmoqqqirKyMtrY2ampqLF++nM+fP6OnpycE9IqKirS3t5Oenk51dTVycnKMHz+eO3fu4OTkRGBgIH19fZiYmLB9+3YxjTEzM2PChAnIyMgQExODhoYGW7du5e7du3z48AE3NzdGjhyJlpYWBgYGotHZ1dVFbm6uENDfuXMHe3t7ZGVlcXFxYdSoUdTW1gpjx/nz54mKigL+ydPNnz+frq4uysrKqK2t5fz586xduxZ/f3+Kiop4+PAhTk5OGBoa4ufnh6enJ99//z1tbW10d3dz+/Zt2traBDzW39+fly9foqamhpaWFlZWVhgbGzN27FgqKipQUVHh4MGD5OTkMHfuXJHjs7OzIyMjgx9//BElJSWmTZvG+vXrCQoKQkdHh4yMDI4cOcLt27dZuXIl8vLyzJkzh0WLFmFoaEhRURFBQUFYWFiIg6S6urrI2L548YIZM2YIcfoAnkhFRQUtLS02b97MqlWrGD58OLW1tUyYMAEvLy+ePn2KiooKDx48QCKRcPv2bWJiYoiPjyckJITNmzezZs0afvnlF+bOnUtDQwNPnz7l8+fPSElJkZGRQVBQENHR0Sxbtozdu3czY8YMbt++LSZOAQEBYjJoamrKp0+fkJGRwdfXl/LyclpbW3nw4AEHDhxARUWF7u5uFi9eLOwN79+/x8XFhZqaGqqrq5k6dSo1NTUiF3n37l2KioqYP38+6urqjBo1CiMjIx4/fszHjx+pqKhgypQp6Ovr8+HDBxISEvD39+err76it7eX/fv3ExwcTGFhIUuXLkVGRgY3NzdxuBg0aBAtLS1YWlqiq6srDnXnz59n2LBhvHjxgtTUVH766SchiXd2dmbGjBlcv34dKysrfvjhB2JiYpCRkSEzM5PW1lZ8fHyIj49n6tSpxMbGigvzmzdvSEtLw83NDTs7OxoaGigvL2fevHm4uLiwatUqUlNT2bNnD11dXairq4vP05gxY8jMzKSxsZGSkhLy8/MZMWIEQ4cOFaxBe3t7vv32W3755RdKS0v5+PEjAQEBqKmp0dPTQ0hICI2Njbx69YrU1FRGjRpFcXExp0+fprm5WRRMTE1NOXfunNg8NTU1cfXqVcLDw4XUfSCHPkBquHLlCpWVlbx7946SkhIOHjzItm3bxAQ+KysLTU1Nbt26hYqKCk+ePPlv6/M/fV29enXrkiVLMDQ05IcffmDfvn38+eef1NXV8f79e44ePYqvry9KSkqsWbOGkydPcvXqVZydnZk0aRJ79uwhNDSUN2/eAP9MFA4dOkR5eTnjxo0TI9EBuri8vDxDhgyhu7sbExMT8vPzMTExob+/Hzk5Oa5fv05qaioSiQQ/Pz/S09MxMjLC1tYWBQUFfHx82L9/P319fUybNg1paWmxJx+YQM2dOxdPT08UFRWRkpJiw4YNvHz5kqCgIJF9q6io4MKFC6SmpmJkZMT27dvFHv7EiRMUFxeTlpaGiooKK1asYNWqVWRlZbFq1Sru3bsnSOp//PEHQ4cOpbe3Fz8/P/bv3y+C0QoKCqxdu5bffvsNIyMjrK2tBYg0OTmZ/Px8DA0NiYyM5MSJEyIblJCQQGBgIN3d3eTl5TF48GAMDAwoLy+ntLRUsIHmzJmDu7s7R44coaGhgYqKCvr6+jA0NOTw4cOkp6dTV1eHn58fhw4dIiwsTKwFkpKSyM7OFpBbJycnxo0bh66uLjExMWK6l5OTg5mZGc3NzTQ1NdHc3IyqqiqbN2/Gy8sLZWVl2tragH8mlnV1dTg6Ogox9cWLFxk7diw7d+5ETU0NCwsLbGxsWLBgAcuXL0dbW5ujR4/i7e1NamoqJ06cICEhAS0tLS5cuEBQUJBgtCkpKZGWlsasWbNwcnJiwoQJFBQUUF9fL1pMo0ePxtbWljlz5rB582bu3r1LSEgIUlJSREdHc+rUKZSUlLCysqK0tJT6+npiY2N5/fo1s2fPpqOjgy+//FJ83jIyMlixYgXGxsakpKbiGBSE+bRpvP8fRMn79++FIu3Fixc0NDRQU1Mj8nRjxoxBVVVVFAM6OztRVlZGT0+PpqYmJk+ezKBBgzh16hSampri97Jnzx6ioqI4cOCAWFfJy8vT09NDZGQkW7ZsISEhgfr6epKTk5kyZQrp6em4ubnh4uIisjA6OjpoaGiQlZUlGov5+fl89dVXwjRSWFjIxYsXcXJyYvfu3WzYsAFra2ukpKQ4efIkKioqKCgocPLkSbS1tbl//z6hoaEYGhqKVc0AD0tVVZWsrCyKi4vp7+/n66+/JjY2lqSkJKEOGz9+PHl5edjY2IgHxkA4GeDdu3f88MMPGBoaYmhoSGxsLC9evGDjxo18/PgRJSUlKioqyMvLY8uWLXh6eooH0sAa5s2bN9y5c0ewsy5duoScnBxWVlaEhISwevVq2traMDY2ZuXKlcydO5dFixbx/PlzZGRkePnyJYWFhUyZMoXRo0ejp6eHqamp0GRVV1eTmJiIlZUVKioqPHr0iIiICE6cOCFKQwOTfnNzc9zc3PDy8hLh+PLyclxdXSkoKMDLywsdHR1SUlIwNTVlx44dZGZmEh4eTlNTE1lZWfT19WFpaSmo/2VlZaIhuGjRIlRVVXnw4IG4sNy+fRtLS0v09fXx8fFh+PDh5OXl8euvvzJ79mxUVVX58ccfGTFiBBYWFkydOlVIzMvLy9m7dy8HDx4E/pn6dXR0CLuEg4MDkyZNEgem6upqBg8ejKOjI3Jycjg6OpKTk4O+vj5qamrEx8ezcOFC0VjOzc0VpQMVFRU0NTWxtramq6uLESNGcPbsWb755hsSEhKYO3cuRUVFaGpqUllZKfRr6urqzJkzR+A7iouLycvL48OHDzQ0NKCjo4O2tjbBwcFER0cL9ExFRQVpaWlMmTKFlJQUhg0bhkQiQU1NjUGDBpGZmUlaWhrh4eGcOnWKTZs2IZFIyMvLQ1FRkUGDBglO20Ah4cSJE2RnZzNhwgRRCuvs7OTgwYPs2bMHdXV1ent7GT58OLq6uqSnp9PS0oKPjw/Z2dm8evVKvCcD+dQ9e/Zw9+5dofmrrKzEw8ND/PXJkyd0dnbi4+PDy5cvefr0KZGRkTg4OJCYmCguqSNHjuSvv/5CVlYWe3t7ampqhJpsgMPX09NDVVUVVlZWGBkZ0dvbi66uLrKyskRERAjBfHd3N1JSUqSkpDBq1CgOHz6MtLQ0X3/9Ndu3b2fx4sXMmTOHL7/8UgxuTExMBJg5LCyMz58/s2XLFqysrDh16tR/M2r/6evf//73VmVlZVJSUti1axe//PILTk5OeHh4MGzYMFRUVIRyoqSkBA0NDVasWEFubi4FBQWoq6tz5MgR5OTkiIyM5P79++jr67Nw4UJ+/fVXQfrv6OigtraWFy9e0NbWxq1btzAwMPgHQJmRQWlpKW/fvqWvrw8pKSkBdpWSkkJTUxNNTU2++OILZGRkhFNtQMc0wL3R0NDAxcUFKSkpRo0aRWZmJvb29khLSzN69Gi0tLRob2/n7du3+Pv7o6yszNKlS0lOTsbf31+oouTl5YWWpLe3l4sXL7J3717CwsKwt7ensbGRly9fMmzYMLEGaWxs5PDhw8IHOACzDA0Npbe3l/T0dJ4+fUpqaiqJiYl4eHggJydHWVkZb968Yd68eTx48AAzMzP6+/sxMzMjLi5OwAlbWlpQUVHhjz/+ICUlha6uLkxMTMS0z93dnYqKCvLz80lMTMTBwQFvb288PT1JTU2lrq5OOCBbW1tFbVxDQ4Pm5mY6Ozs5efIkW7ZsQVNTU9zKLl++TENDA0uWLMHGxgZdXV0BR87Ly8PDw0NQtlVUVPj+++9JT09nzJgxJCUlCYPAoUOHqK6uFsUGb29v4WEcaDgN+EhbWlpwcHBAT0+PzMxM5OXlsbGxwcLCguDgYKqqqhg9ejTffvstz58/p7a2lh07duDg4EBGRgZOTk58/vxZaHMyMzPx8fHBwMCAY8eOYWFhQWBgIJs3b8bY2BgVFRXMzc0JDAzEwMAAW1tbcRCNj4/nxo0bjB8/ntmzZ3Pjxg2srKzYuHEjf//9N4aGhri5ubF+/XoKCwvZu3cvY8aMQVdXl6SkJGxtbTl69Cg2NjasWbNGPJzev3/P6NGjef36Nb29vYwbNw4dHR3U1dXJzs6mtbWVsrIyvvnmGw4dOkRkZCT6+vqkp6czceJENDQ0hEN2wYIFAOzZs4fs7GzS09Nxdnbmxx9/pLOzU5gThg4diqurKw4ODty7d4+0tDQePHgg1mgODg6UlJSgqqpKZWUlXV1dTJo0CWVlZaytrTEzM6OoqEgc4qqrqzl58iTz58/nxYsXGBoa8unTJz5+/Iirqys2NjYUFBSgp6fHhAkTSE5OJjk5GWdnZ5GXu3PnDp8/f6aqqgonJycAtLW1MTU1ZezYscIQkpeXh4aGBkVFRZibm6OoqEh+fj6ysrJ0dXUxd+5cYmJiGDRoEOXl5fj5+TF06FAkEgmqqqpERUUxcuRIrKys2LRpE2vXrhWw2IGV6fjx45k3bx7r1q3DwMCAz58/o6CgQEFBAcXFxfj5+dHY2Iifnx8SiYRNmzahpaXFoEGD2LVrF69fv0ZKSoqGhgY6OjpQVFSko6NDZHONjIw4f/68QJXY2tqira2NlZUV8+bNw9/fn4cPHzJx4sR/spFVVXR2dopGe09Pj1gH5ubm4unpSXZ2Nu3t7XR2diIrK8vw4cNJT0/n2LFjpKenY2try6VLl5gwYQKFhYVYWlrS09PDwYMHmTVrFtHR0fzrX/9i+fLlnDx5kqioKCZPnsyGDRtYvXo1fn5+ODk50dbWRk9PD0ZGRiJLqaGhQX19PRs3bkRKSorBgwdTWlrKkiVLcHFxoaioiDFjxjB48GCkpaUxNjbm48ePwkLT2dmJnZ0dR44cwdnZWWjNSkpKxPfq2LFjefDgAY2NjcTHx4vL86+//kpzczMvX76ku7tbrNeXL1+OoaGhQGMoKipSW1vLtGnTkJGRYciQIbx8+ZLY2Fi8vb0Fo7Orq0sAxpWUlNDR0eHTp08UFhYyYcIEjh8/zo0bN8RBWFVVFXV1dRoaGoSNYObMmSQlJZGWloaysjJz587l6dOnlJSUYG9vz8iRI7l+/TobNmygrKyM2NhY5OTk+PjxI/r6+tTW1iKRSEhPT2fOnDnisH727FlkZWXp7+/HxMSE9+/fIyMjw82bN7Gzs+Pz58+kpKTg5OREc3MzMTExInbT3d2Nuro68fHx5OTkkJiYiJqaGoqKisybN098B8+YMYP+/n6BlamqqmLOnDk0NTVRXl5OQUEBaWlptLa2Ym5ujqurK/v27aO0tBRjY2MSExOZMWMGL1++ZP/+/dy+fZtFixZRWlrKmDFj0NPTQ0ZGhoiICP744w/k5OS4devWfw9q/+lr48aNWyMjI8X6LCUlhVWrVnH27FkyMzOZNGkS9+/fx9zcnAsXLtDU1CRubsHBwcTFxQlAqYqKilit/P7776xatYqxY8fy6tUr8vPz6ezspLOzk6tXr+Lv709VVRX29vZERUUJc0B4eDhGRkYYGxtz6dIlhg4dKmj7Dg4O1NbWMnfuXI4fP05RURF9fX3Y2dlhZ2fHuXPnCA8PJy0tjYaGBgICAujo6CA7Oxt5eXnWr1/Pq1evRB3d09OTP//8E0tLS6ytrUW+Jzg4GG1tbSFs//e//82NGzeIiYnBzc1NrMvU1NQEFT83NxdDQ0OWLVvGiRMnMDExYfbs2ezevZv+/n5cXV0pLy9HXl6eUaNGce3aNZqbm1FXV0dNTY2///6bqVOn4uzsTG5uLtHR0dTW1uLo6MjKlSupq6tDU1MTBwcHYXcY0HwNqHi0tbWFtHwgTD4Agbx48SJqamps3bqV06dPM2HCBO7du4ejoyMuLi7cuHEDExMTgoODuXPnDjdu3EBLSws7Ozv09PSEuP3ChQs4ODgI96mVlRVZWVm0tbWxd+9erl69iqmpKQ0NDUyZMoXa2lq2bdvGjh07WLFiBefOnWP06NE0NjYyadIkbGxskJGRYcOGDRw7dowhQ4bw7t07CgoK6O/vZ/ny5QwfPpzm5mZSUlI4c+YMEokEX19fqqurWb16NQ8ePBBw3fHjx3PkyBGSkpKor69HQ0ODJUuWsGbNGiIjIzE0NKShoYGVK1cK/MvARaCwsJCysjJGjRqFmpqa+IL98OED5ubmSEtLo6SkRGBgIGfPnsXU1FSwqubOncvs2bOFzWD48OGEhIRQUlKCvr4+MjIyhIeH4+LiQkxMDJMnT2bx4sX09vZibW3N/fv3iYuL48WLF4KblJKSgpeXFxUVFVRXV3P8+HHs7OyE5/TGjRsEBQUJDqGMjIx4OM2aNYtFixZha2tLT08PHz9+pKWlBQMDA5YsWcKGDRsYOXKk8JbOnTuXsrIyZGVlhSfS2dmZR48eYWpqiry8PD/99BOenp7U1dWhoKCArq4uAQEBnD59GhcXF+zs7Pj9998ZO3Ysenp6KCsrC+jo/v378fHxwdnZmfj4eOzt7bl58ybDhg0jPz+fyZMnCz3dgApt+PDhaGhoUFJSgpubG319fRw4cABtbW0RxpdIJEgkEtrb29HS0iI/Px9PT08iIyOxt7ent7cXGRkZ5OTkyMnJYdu2bWzZsoXbt29ja2uLRCJh/vz59PT0MH36dKKjo+no6EBTU5Pg4GDWrl3L3r17GTFiBDU1NWRnZ2Nvby8epJcuXUJNTU14VgemPQNlpL6+Pk6ePIm+vj7V1dW8f/+eWbNmsWHDBoKDgzlz5oxo64WEhDB48GC2bduGv78/MjIyHD16lJ07d/L69WssLS2RlZUlJycHIyMj4uPjWbp0KQsWLODWrVv09/ejp6dHZ2cncnJy+Pj40N7ejpycHFeuXOHhw4d88cUX9PX18eeffzJu3DjCw8O5d+8e5eXlrFmzBnl5eWRkZHj27BlRUVFIS0szZswYVq1ahbu7u8iLOjk5UV9fz8iRI7l79y7Tpk0TsOzk5GQyMzORSCQoKipibW1NZmammKYNuJp1dHRobm6mtLSUkSNHkpCQgIyMDBkZGXR0dBAYGMiaNWtElldHRwdTU1PBb+vr6wMgICCAd+/eMXXqVK5evUpDQwNBQUFIJBICAgIEyUBeXp6ff/6ZGzduiPd16NCh1NbWsn37dhYsWEB6erpooDY0NIjPe0REBKGhoVRVVfHu3TtMTExITk5m4sSJZGVl0djYyLp169ixYwePHz9myJAhQh3V1dVFQUEBlZWVFBUV0d7eTlVVFXV1dUybNg1fX18ePXrEx48f2bVrFzU1NaSmpgLw+PFjioqK6OnpYdiwYYKdmJ6ezsGDB8WloLOzE4Cqqirc3NwoLy8Xq3AzMzMcHByIjo5m165dXL9+nVevXgmywfbt28nJyUFLS0sI3R0cHPjXv/6FlZUVFy9eZPHixWLrUlVVJVilxsbGNDU1oaSkhK2tLTo6OqxYsYLQ0FBiY2NpbW0lLy+PK1euYG1tTWhoKLt27aK+vp64uLj/mgn+09fRo0e3Ll68GA8PD4KDgwkLC+PKlSvMmzcPJycnFi5ciJKSEo8ePeLy5csCzyAtLU1NTQ1OTk6oqanh5ubG/fv3yczMpKOjA1NTU+rq6qisrKS3txcTExOMjY1JS0sTWI7Q0FCh23j+/DmDBw8WAUo5OTkmTpxIXl6eaBYlJyejpqbGq1evmBtudI0AACAASURBVDlzplg1ubi40NTUhLGxMVlZWWhpaaGnp8eVK1dwdnZGWVkZCwsL9PX1+e2331iyZAnFxcWEhoZy5MgRBg0aRH5+Pq9fvxaetKSkJKKjo8nLy+O7774TqquBD3xiYiILFizg3bt3mJubExQUxNChQ8VqzsLCgubmZgoKCqirqxMeSXt7e4qKimhubsbLy4v8/HzMzc2RlZWltbWVESNGYGRkhJaWFtevXxcBWW1tbZSUlPjpp59ITk5m27ZtpKeno6Ojw7Fjx/j06RO2trZYWlpSUFAgMA8XLlxg6NCh9PT0MHHiRBQUFERoFkBNTY03b96grKzM5MmTSUtLw93dnXXr1iEjIyNuUWpqajQ1NTF69GgxJtfU1KSgoECsmX/77TdWrVpFdXW1yHt8+eWXbN26la6uLo4fP05gYCATJ06kurqav//+m5ycHKZMmYK1tTU9PT2sWbOG06dP097ezvHjxwkODkZeXp7m5mZSU1NZu3YtWlpamJqa4uTkxDfffMM333zD58+fefv2LbGxsVhZWeHl5cWUKVMED3DkyJG8ePGCMWPG0NXVxZ49ewgODubt27eoqqrS3d1NU1MTUVFRpKenExQUhLa2NsXFxUhLS3Px4kVMTEzE4XaAVVVWVkZfX5/AVCgrK9PU1MScOXMwNDQUmpWNGzeSn5+Pr68vEomEqqoq8vPzWbZsGdra2jx9+lRMIjo7Ozl16hRpaWkMHTqU9vZ2hgwZwtq1a8nJyRGTi7Nnz7J582bq6+sxMjLiwYMHYsU0UHZpbW0lOzub/v5+LCwsSExMpK6ujsuXL9PW1kZAQAA3b95k69atwh048KAf8JCqqKiItZOUlBS5ubkEBQWxa9cujIyMOHHiBBERERQVFTFjxgwWL16MmZkZtbW1JCQkMGPGDLq7u0WTOy8vj3nz5nH58mWWL19OQUEBEyZMEA/ZRYsW8eTJEyQSCY2NjURERLBjxw4+fPiAlZUVhoaGtLW1UVlZyenTp1m0aBFaWlpoaWmRmZnJ2LFjWbFiBevXryclJYWWlhZkZWW5desWy5Yto7CwkK6uLmbNmsW5c+cElLu0tJS4uDhCQ0NFVk5fX58nT56QkpKCkZERf//9N5GRkZw7d47MzEzWr1//v9h7r6iqr75t9xIpSpWOdJTeQaQj0hRQxI5gRXxiSaLGmBhLIjGa2GOLJsaGxhJ7Q0RFEbGAUhQBKSJI770X98GzmeN79/uVZ4/xHWYe65DlYq05//N339dFRUUFUVFRbNy4kdmzZzNy5EjOnz/P1KlTUVRU5NKlSxQUFIibklevXuHj4wP8G0Wza9cuQkJCsLS0ZM6cOcJ9XFlZyZ07d/Dy8qK6upqIiAhGjx5NZ2cn8vLyjB8/nokTJwosh6amJoWFhYSGhoqg97t372hqauKXX35h3rx5tLe3MzAwQGdnJ319faLpXVZWxpQpU4iJiSE3Nxd5eXkuXrzIuXPnmD59Om1tbejq6qKlpSW+O6KiokhJSWFwH+3v7+fChQts2rSJvLw8wsLCOHDgADk5OWKs/uTJE4KCghg2bBi9vb2Ul5fz66+/EhERQUFBAenp6WzcuBFDQ0O2bt3Kjz/+iKOjI3p6eqxcuZKQkBC8vLyQlJREQ0MDAwMDbG1t8fX1Zd++fZiYmFBUVERFRQX29vZibHfz5k0uX75MQ0MDCQkJzJw5k+TkZHx9fZGVlSUkJITe3l7c3NyIiYlhypQpnD9/HgsLC65evUpSUhIODg54eHgwYcIECgsLuXDhgvheGWSbtbe3o6GhQWhoqMj5enh4kJKSgpaWFlFRURw+fJhNmzYxfvx4oqKieP78Oenp6RQUFKCoqMjt27f/2z5dV1dHRkaGGGmWl5eLfeHNmzesXbuW169f09fXx6FDh1BQUGD+/PkMDAyI28fk5GTU1dXFg1hAQACTJ08mJSWFN2/eMHv2bAwMDMSt66C2bbCNPJhfe/jwIcbGxqKBr6SkRGJiIpqamqSmplJaWkpOTg75+fnExcXx5ZdfigiCmZkZAwMDyMrKcvv27X8Oav/pOnv2bHRjY6OoiQ+ewE+ePElycjL29vY4OzuTn5+PqakppaWltLa2MnnyZG7dusWZM2dEy1FWVpaBgQF8fHyorKzkxo0b5ObmcurUKZydnamtrcXJyYnMzExiYmJ49uwZsrKy4gt/kLm2atUqJk2axJAhQ8TIz87ODnl5eT7//HOsra2JiorixYsXnD59moULFxIYGCh+PhcXFyQkJOju7iY1NZX6+noRiFyxYoUYbcyfP58zZ86IEVNkZCTa2tokJiYSHh7OggULyM3NJTc3l9bWVkE519bWJioqivT0dDZt2oScnBytra3U1tbS19fHunXriIiIoLq6msmTJ/PgwQM8PT05efIkz58/57PPPqOqqgoDAwOqq6uZN28ez58/JzIykocPHwryuYqKClFRUQKVERsby5o1a5g8eTJSUlIkJiby/v17nJ2d8fDwIC8vD01NTc6cOYOjoyO1tbWMHz+eT58+UVNTg7S0NJqammI8Gxsby+XLl7G0tERWVpaMjAyqq6sxNDTkxo0b2NraYmpqyv3796mpqSE8PJz379/j6urKsGHDkJeXx9jYmNLSUqytrYV/tbW1VbTPtLS0qKiooKOjg6KiIkJDQ6murmbo0KEEBgYyduxYLly4QHd3N/Ly8ixfvlzwvYYOHcqYMWNwcnJi/PjxXLt2jSlTpgh3aFNTk6C329jY0NPTQ1FREWZmZqipqfHp0yc8PT3p6OhAXV1dlFdOnDiBlZUVDg4OaGtrk5SUJJ5Ae3p6xEEjNzcXU1NT4cHs7+/n9OnTXLt2jbKyMlasWCHwAIPNqaqqKsrKynB3d6e3t5dHjx5x7949EY4fHLNHR0dz/vx5GhoasLCw4NixY/z999/ExcVx7do15s+fz19//YWdnR3ffPMNGRkZKCkpkZ6eztOnTykrK6OoqIirV68KVp+xsTG7du3izp07YoOJjo4mLi5O5FsmT55McnIyiYmJrFmzRvj7lJWV2bhxI0OGDGHWrFkYGBjw6NEjurq6iIyMRF5ensrKSnR1dUlLSxOtPEdHRxYuXMhff/1FQUEBSkpKrF27ltjYWOrr6/n8889RVlbm0qVLAIwdO5auri7GjBnD8+fPhcGht7dXBOkHCyZhYWFoa2szY8YMKioqOHr0KImJidTV1REVFSXKEEVFRdjZ2XHhwgVmzZpFbm4uBgYGqKmpERQUJEZCgw8y8fHxfPz4kdLSUqZMmcKpU6fYtWsXT58+5eTJk0hISGBubk5gYCAHDhzA2NgYe3t7jI2NefHiBWpqatTW1oobu9TUVNra2jhz5gypqalMmzYNPz8/Lly4IP6PQkJCcHFxEQ+Zjx49wsHBAX19fRobG/n++++ZMmUKzc3N6Orq4uLigpSUFHfu3KG2tpak/7dd3NzcjJmZGdOnTxcg1LKyMtatW8e7d++Ql5fnzJkzGBgYcOPGDRISEtiwYQMqKiq0tbXR1NREd3c3HR0douh19+5doqOj2bdvHxYWFsyePRt7e3vg3y3tkSNHUl1djYyMDJs3b0ZFRYWPHz+Snp7OmTNnyMvLQ01Njfb2dqytrQWfbLCZHhUVJTBGg7cpI0eOREpKigcPHhAcHMzTp0/p6urC19eX27dv4+/vj5WVldAq2dvb8+LFC9rb2/nll1/Iy8ujtraWyspKzMzMBOuvu7ub3t5e7O3tUVZWRkFBgR9++IEffviB9PR0lJWV6erqoquri/DwcKSlpRk2bBiysrJIS0szZ84cFBUVmTFjBlJSUigpKSEpKcn48eMxMjLizJkz4nO+detWnjx5QlhYmPCHDkLJFRQUCAkJISgoCA8PD06fPk1aWhpv3ryhvLycvXv3cuLECRwdHcnOzkZXVxcFBQWuXbv2v9yre3p6WLZsGV1dXbS1tbFo0SKkpKRob2/n2rVrIt89btw43N3dOX78OLNnz+b58+fcvHmTTZs20dPTg6enJxEREVRWVlJUVISSkpKIHxUVFVFYWIi3tzcPHz7k/v37Ql/16dMnbt68yYIFC8jIyMDR0ZHp06cjLS2NnJwc06dP5/79+1haWiInJ4eJiQmzZ8/mxIkTVFRUkJmZycaNG0lJSREWmv/koCbxf+Og88/6Z/2z/ln/rH/WP+uf9c/6v7/+uVEDDh48GB0aGkpGRgYmJibo6uqSkJBAQEAAxsbGfPz4kYSEBMaNG0dGRgb+/v60t7fT39/PpUuX+Oyzzzh69CghISHcvn2bSZMmceLECVpbW+nv72f48OECfqurqysKBbq6umzdupU1a9ZgYWHBjRs3aG1tFTXygIAA8vLyqKmpob29nSNHjvD69WscHBxYt24dDg4OlJWV8eHDB+Tk5DAzM+PevXtkZ2eLW6zXr1+zatUq0ZAJDw/n2LFjaGpqMnPmTJENWbt2LYGBgejr67Njxw42bNjAnj17ePnyJSkpKYwdO1YgD8zNzbGzsyM5OZnCwkKOHDmCuro6X331FYGBgXR3d4tQ+6DWZcmSJVhaWlJZWYmqqip5eXk4OTlhbGyMiYkJ//rXv/D39+f9+/eUlZUB/85+jRs3TuQ7BgPSqampAnyYlpbGN998Q1ZWlpDGD44tBnM2cXFxbNiwAVdXV5GNGD58OC0tLZw7d47u7m6ampowNDTk3LlzSEhIoKyszIIFC7h58yaysrJ4enoSFhZGWVkZdXV1vHjxAikpKZqampCXlychIYGMjAxUVFQwNDREX1+fqVOnkpWVhaKiIsOHDychIYGgoCARDh8sCOzdu5dp06Zx6NAhzp8/z/nz59HQ0BA3tfv370dKSkpQ8q9fv46MjIwoZ3z8+JEPHz4Iar6CggKdnZ3COjEItFRWVkZSUpLS0lIaGxv54osvePHiBbq6ulRUVCApKYmCggKXL1/m7Nmz/PDDDzg7O2NoaEh3dzeLFi0SVfaqqio0NTUZOnQoJiYmJCYmMmbMGBQVFUlLS8POzo6PHz8C/4ZFp6amYmVlhZ+fH+bm5sLNOUhCP3DgANnZ2WRmZlJRUSFu50aOHCl4ccbGxrx584bY2FjGjx+PtrY2enp62NjY0Nvbi66uLiYmJnz69Enoqby9vXn8+DGbN2/m0qVLBAUF0djYyMOHD9m9ezdv3rzBzc1N3KyMGTOGZcuWidaYj48PfX19WFhYkJSUREVFBeXl5ZSWltLd3U1gYCDFxcW8fftWBLALCgq4e/cura2tdHZ2Mnv2bFxdXbG3t2fMmDEi+1ZZWYm0tDQfPnzAzc1NlCuam5spLi6moqKCw4cPc+XKFbq7uwWC4rvvvqOzs1O0yt+8ecOsWbNobm7ml19+YdSoUWRmZrJs2TI0NTUpKyujpaWFrVu3Eh4ejpSUFElJSXz//ffk5uYiISEh3LTFxcU4OTmxf/9+AgICREPPxcUFeXl5fv75Z/71r3+xePFigoKC2LNnD1988YVAJFhbW1NTU0N9fT2//vorSkpKREVFYWFhQXFxMd3d3SgrK5OVlUVsbCwWFhaYmZnR2NjI/fv3iY6OxsXFBWVlZTo7O9mwYQMjRoygtbUVSUlJzp49y/Xr10lISGDPnj2MGjWKGTNmiLKKpKQk0tLS5OTkiLD4q1evcHNz488//2T48OGYmZkhLy8v2u6DeeBBbNDDhw9pbGwUHks7Ozvi4uJEu/u7775j165dZGdnM3v2bIyNjUlLS0NTU5OYmBicnJzQ0tJi165duLu7Y2ZmxuvXr4mNjWX16tUcPHiQ9PR0LCwsaG9vp6amho6ODnE76eHhwYsXLxg7dizXr1+nv78fOTk5li1bRkxMDB4eHri7u3P+/Hn+/PNPAgICqKur4/z580JTl5ycTH19PVevXsXX1xc9PT0MDQ1pbW3l22+/JTo6mvLycvT19UXGcXDNnDmTt2/f8vjxYyZMmCD2n1evXqGkpER5eTljx44VcFlLS0tWrlxJXFwcwcHBojGpr6+PvLw8+/btY+fOneTn54u4yyDeSVFRkdraWvr7+7ly5Qpv3779P+7XGRkZ2NnZIScnh4aGBjIyMrS2torvpaFDh6Kvr8+QIUMEY3JwJSQk0N7ejqWlJUVFRfj4+HDy5EnB4JSTk8PJyQk9PT2ys7N58eIFDQ0N5OTkcPDgQRYsWICxsTFPnz4VY29zc3MaGxtRU1MjLy8PbW1trl27RnZ2Nk5OThw4cABfX1+kpKTQ09MThTJTU9PBGNI/o8//ZJ04cSJ6w4YNVFVV4efnJ+TLBw4c4N69exw6dAhzc3OkpaUxMDDA2tqav/76i6SkJL755hsRHrWwsEBeXl5IpAdn2hoaGty6dYv8/Hxu3bpFZmYm165d49KlS8yfP5+wsDBqa2sxMzNj4cKF/PTTT5w9exYtLS3mzJmDqqoqdXV1JCcnCzI1IA40hYWFTJ48GR0dHWbOnClI5K9fv2bJkiU8f/4cRUVFVFRU6OnpQVpamoaGBuFIMzU15e+//xYFAHd3d1JTU5GRkcHa2poZM2ZgampKWloaAGlpaejq6nLq1CkWL17M9u3bsbW1Zd26dZSXl6OlpUVsbCwrV64kMTERc3NzkT0zNDQUBYA7d+7Q1tZGXFwcZmZmREREUFZWRk9Pj9DT6OnpcfPmTdHw0dLSYuzYsRgYGDBlyhTWr18vCNu2trb09PTw5MkTRowYgbOzM11dXZSXlxMYGMitW7dEDT0tLY2SkhI0NDSwtbVl9erVVFdX4+bmRkNDA6dOncLa2prk5GSBtRg2bBgJCQnY2dmhqKhIWVkZzc3NmJqaYm9vj52dHc+fP0dJSYkff/yRRYsWERAQgJGRETExMTg7OwsLgpqaGn19fZSUlKCnp0d7ezvTp0/n888/JyEhgaysLKZOnYqZmRnFxcUsXbqUuro6tLS0ePHiBY6OjiQmJgrm22B7cNKkSaKSnpWVhYaGBk+fPhVZo8GD2dy5czl69CiTJk0Snk9ZWVnMzMxwdHTkzJkzeHp68vPPP+Po6IiEhAQ2NjacP3+ejo4O7t+/j4aGhsjB3Llzh9zcXN68eYO/vz/FxcW0t7fz/v17ampqhHPx77//Zvv27ejr62NqakpDQwNXr17F1dWVU6dOYWxsjIqKCnV1ddTV1bFr1y7evHkjKPweHh5ERERw/fp1Pn78KMaOT58+ZezYsWhra6Orq8vo0aMpLCykpaWFrKwsli5diqGhIV1dXQJgOnLkSNTU1Dh58iQdHR2ifVhUVCQatw0NDSQmJgr92+nTp/nuu+94+PAh3t7eQpMzZ84cMYIcbF0vW7ZMaGaCg4OZM2cOBQUFqKmpoaWlhYODg8CbDAwMcPz4cWRlZXF3d+fUqVPcuXOHn376CTc3NwHKHNTS3L9/n9raWhoaGgRJvbW1FRcXF1JTU/H09OThw4cMGTKEoUOH0t/fj4uLC3p6eiQlJZGens62bdtYvHixUMANAlP7+/tJTk5m2LBhREZGMn36dOLj40lNTUVXVxcrKyt8fHwoKSmhr6+Px48fU11dzbVr16ipqWHkyJEsWbIEWVlZ5s2bx507d6iqqhJoh/T0dBwcHBg6dCilpaVISUlx6tQp/Pz8qKysFMUSY2NjIRRXUVFh/fr1VFZWoqWlRW1tLUOHDkVKSopLly5hb2/P5MmT0dPTEwR9BQUFDh8+zM8//0xaWhqLFi3C1NQUZ2dnjh8/zpEjR5CWliYlJYW8vDx6enpobW2lqqqKqVOnClVdcnIyAQEBpKSkMGbMGH799Vd8fX0ZPXo0Bw4cQFJSksWLFyMhIYGXlxd3796lv78fW1tblJSUcHBwwMjIiJ07d1JaWsq1a9fYuXMnmpqayMnJCQBsamoqvb29XLlyBXV1dZKTk3FwcKCzsxNbW1s+ffqEu7s7u3fvpq+vD1NTUwYGBqiurubq1avo6+szZcoU7O3tRVZ4/fr1XLx4UcCG165dy549e/j++++xsLDg119/5cOHD7x69Yq+vj50dXU5d+4cubm5bN26lb179wos09SpU7l37x6rVq3i9OnTwL+Brrq6uiJ6cvv2bWG/iY2NxdramqCgIF69ekVLSwvp6em8evWKCRMmkJ2dzbZt23jw4AF5eXn/8X7d398v3MhnzpwhNjaWq1evYmNjw5IlS/Dx8SE6OpqioiKKior+y9/t6elh9OjRovj35MkTmpqaCAgI4MCBA3zzzTe8fPmShoYG/Pz8UFNTY9iwYSxYsIDw8HB6e3s5fvy4QHoMYmaCg4P57LPPiIqKQldXlwcPHjAwMMBnn31GUVERKSkprF69mvfv3wsEVmpqKo8ePfrnoPafrqNHj0bLy8szcuRIdHR0kJSUxNjYmK+//pqFCxfy448/CmL8qFGj+OOPP/jxxx8ZOnQo7u7upKeno6mpyZEjR4TT6969e3R1dfH27VtKS0vZsGEDNjY2BAQE8OzZM8rLy7Gzs2PLli38+OOPwsOXlZXFV199xaNHj5CUlOT48eMEBwcjLy8viOb/s5WSkoKysjIeHh4CvGdhYcGtW7fE4SU/Px9VVVX+/PNPhgwZgoWFBWfOnGH//v3cunVL5CAeP34sfIeZmZloaWlhbGyMlZUVzs7OvH//HgkJCRobG5k8eTKWlpZcvHgRDw8PSkpKcHR0pKmpSdxOLV26FBsbG65evcqff/7Jo0ePmDZtGjo6OsjIyJCSkoK8vDzx8fEiU6auri428cHsoLOzM9evX6ejo4O8vDzi4uJQUFAQNoSBgQH6+vqIiIjg7t27dHZ20tXVxeLFi/n7778Fx+3EiRNUVlZSXV3Nt99+y3fffYeJicl/aQo6OTkxatQozM3NmThxIpaWlkLSW1JSQkdHB59//jl3795FR0dHCKgHKemrVq1i6dKlDB8+nAcPHhAREUFmZiaqqqp0dXUxadIkWltbmTBhAn5+fgIkPG/ePG7fvk1xcTHnzp1DVlZWyIdTU1PR0NBg7dq1XLt2DR8fH+Li4jAyMkJSUhIPDw/Wr19PTk4O6enpIlCvpaXFmTNnePnyJcbGxlRVVSEjI8PkyZM5dOgQW7dupaioiO7ubk6cOCFcherq6sydO5fXr19z8eJFPn36hLe3t+CyeXt7Y2pqSm5uLmFhYQQHB+Pr68vu3bsxNjYmIiKCsWPH8vz5cyQlJcXv42DxpKenBysrK3bs2MHChQs5ePCgUIeNHTsWWVlZkpKS2LJlC7du3WLz5s1cu3ZN5AdlZWX56quvCAkJYdu2bfT29vL7778D/25+qaqqoqioiLe3N52dnTx48ICMjAzq6+uRkZHB2NiYH3/8kYkTJwqI9KBb0NnZmbq6OqytrVFWVubjx4+Ul5dTVFSEurq6OHAbGBhw+fJl2tvbsbW1FQWiQaeslJQUo0aNQlZWVsBuly1bhqKiIsrKyoIhFxoaSllZGSEhIRQVFREWFsbEiRM5cOAAGRkZqKmpkZubi5aWFs+ePUNdXZ1Vq1Zx7do1vv32W0aPHk1XVxd///03y5Ytw8LCgl27djFnzhyio6N5+vQpixcv5q+//iI0NJT9+/cTEhLClClT8PLyYtSoUbS3t+Pq6kp6ejorV67kzZs3qKqqYmVlRVhY2H9h5nV1ddHS0oKKigqrV68mPz+f9vZ2vv76axwdHUlPT+f48eNMnTqV169fC4VPbW0tysrKvHjxAiMjI96+fcv8+fOpqKhARkaGOXPmAGBhYcHKlStZtGgR0dHRmJubo6Ojg4GBAXZ2dgQGBjJx4kRaW1uZNWsWTk5O7Ny5U7TRFyxYgJGRESUlJfT09JCdnc3r16/Jz8/H3Nwce3t7XF1d+fLLLwkPD2fSpEmsXr2acePG0djYiL29vbjVlJCQQFVVlUuXLpGVlSUKR5WVlYwYMYK1a9cSHx9PZ2cnNjY2JCYmMnz4cAIDA3F0dGT58uU8fPiQiIgIFi5cyNKlS/njjz8oKioiKytL6PySkpLw8/Nj1qxZtLS0IC0tLaYYOjo6rFixQvwslpaW3L17l7lz56KpqcnLly+RkpLiyZMnuLm58ccffwi4+b/+9S+OHDmCnJwcL1++pK6uDjMzM5qbmwkNDSU9PZ2uri4sLCzEoa+2thZ9fX0GBgaws7MTU5QnT55gZGREUFAQLS0teHh48ODBA2bMmIGenh6jRo3i+fPnJCQkMGHCBGRlZamurqa5uVkc9Ddt2sTdu3dFPrOqqoqWlpb/X3t2f38/48aNQ0dHhylTpvDkyRMiIiLYsWMHiYmJNDc3C/TP/7hiYmIIDQ0VsNrx48fz4cMHbG1tkZWV5fr168ybN4/Ro0dz9+5dampquH79OsePH8fd3Z3k5GT6+/vZsGEDQ4cOpby8nA8fPmBjY0NnZyf+/v6kp6fz+eefExISwt69e2lra8PQ0FBYMf7880+uXLmCmZkZDx8+/AfP8Z+uw4cPR69YsYILFy4gLS1NfX09ALm5uRQWFqKrq0tOTg6lpaX4+flx7do1XFxchAf0ypUrSEpK4uLiwtu3b+nu7qampoYPHz5gZWUlOEP19fVISEhQXFxMYGAg8vLy3L17l+7ubjZu3IiioiKWlpbk5uZSX18vRg/nzp0jOzubCxcu/G9fR3p6Ot7e3iQkJCAtLU1ubi4///wziYmJrFu3Dn9/fxoaGli6dCk7d+7k22+/RUlJCVtbW9LT02lsbOTDhw+Cq6Wpqcm6det49eoVkydP5t69exQXFyMtLU1PTw/q6uokJCTQ1NTEwoULBc/o5cuXPHv2jMDAQGF0uHz5Mj4+Pvj7+xMQEMAPP/xAaGgo9+7d46effuLTp09MnToVPz8/VqxYwaRJk8SY+cKFCyxfvlxouzw8PDA3N+df//oXHz9+FDeIg8yn+/fvM2fOHDQ1NRk7dixLly7FyckJIyMjzp07V+z9VwAAIABJREFUR3R0NH19fRgaGnL27Fm+/fZbQaSWlZXlzJkz+Pv7k5mZiaSkJIWFhQLwaW9vz2+//UZVVRU3btxg9erVDBs2TLS63r17h5eXFxcvXsTU1JTe3l4aGxvx9PTkwYMHGBgYUFRUhLKyMg0NDZiamqKgoMCVK1cIDAzEx8cHU1NTFixYwPDhw5k2bRqqqqoUFBQwY8YMenp6ePTokRijDcIuDQ0NqaysREJCAiMjI3p7ewkLCyM+Pl6M5H/66ScUFRUFdy0uLo7169fz5Zdfcvr0ae7du8fLly8JDQ3F3d2dpKQkHB0dsbGxwdfXFxkZGe7fv4+8vDxjxowhIyND2C/c3NyIjY0lPz9fkOMHwbYjRoygqqoKX19f3N3d6ejoQFFREWtra8H/6+jowNzcHEdHRzw9PTE0NBTvnaurK9OmTaOyshJ9fX2Ki4uJjIzEx8eH5uZmMjIyBNtMR0eHoKAgAet1dHTk8OHDzJ07l61bt7J9+3ZUVVVpaWlh3LhxYtwRFxcnPIz29vY0NjbS2dnJ7du3xZN1RkYG+/bt48CBA4wZM0aYMAZF3/n5+bx69Yr58+cLLtrHjx/p7+9n//79TJo0iR07duDo6MiMGTMEfmSwrVlQUIC3tzfXrl2jsrKS+/fviw3M3t6eL7/8ElNTU5SVlamtreXkyZNYWFhQX1/Px48fefjwIdra2lRWVmJkZERubi4qKiqoqKgwatQoRo4cyePHjxk+fLiwrFy+fJm0tDT27dvHsWPHCA0Npa6uDhUVFSQlJZk3bx6ZmZmkp6eTlZWFg4MDO3bswN/fn4GBAd6/f4+UlBQ+Pj5CI3Tw4EHB79uyZQu6urr09/eLkeP9+/fx9vbmw4cPlJWVsWfPHvT09GhqakJHRwdlZWViYmIYO3YsZ86cEay0hw8fEhoaKl5HWFgYOjo6nD59GgUFBcF1G3yIHNw4Hz9+jIeHh5gMeHt74+rqKmjxKioqREdHExUVJcb4ZmZmrFu3jkePHjF+/HiGDx+Ok5OTOHwsWrQIHx8f0tPT8fDwoLu7W4ydraysBGMyMTERa2trnj17Jm6cKisrefXqFRs3bsTOzo6GhgZaWlqYN28efX19tLW1YWtry7Zt2/D19SUgIICYmBhmzJhBZmYm3d3dODo6MnXqVC5fvkxOTg729va0trZiYWHBhQsXiIqKQlZWlvz8fH766Sc2bNiAkZERlpaWeHt7Y29vj7W1NbGxscjIyIiHopqaGuzs7BgxYgTr1q2jubmZ/v5+vLy82LRpE2vWrKG9vR0tLS0MDQ25dOkS06dPx9nZmd9++w1TU1PxcFtYWIiDgwO+vr5MnjwZf39/Zs2aRUpKCrGxsUhKSuLg4EBMTAzR0dEkJib+R/u1vb09ZWVlLFiwAGVlZVRVVfHz8xOic0tLSwEmLi0tpbi4GIAhQ4aIEa6NjQ3y8vI8evSIGzduUF5eTkREBIaGhjx9+lTs++PHj0dRUZFp06YB8OHDB/HAf/nyZRYuXIi0tLRAWD1//pylS5eKFrCamhovX75kzZo12NjYkJ6eLigMQ4cOJSkp6Z+D2n+6Dh48GL1u3TomTZqEnZ0dt2/fRlZWFnt7ezQ0NNDR0cHV1RVbW1tevXqFra0to0ePpqioCEVFRVxdXYWHs7y8nDlz5ojq8JkzZ0hPT6empgYpKSnRDhw3bpygnUdGRhIUFMS7d++4fv06gYGBXLlyhRs3bjBt2jRWrVpFfn7+//F16Onp4ejoSHx8vPjZTU1Nqaqq4vDhw8THx7N69WouXbpET08PxsbGNDU1oaCgIFplLS0tzJw5k5cvXyIjI0NQUBATJ04UlG0VFRXevn3L8uXLUVdXx9PTk6NHj+Ln58fTp0958+YNXl5eTJkyhby8PMaOHYu6ujodHR10dnYK6KCbmxs5OTlcvXoVQ0NDnJycUFBQID4+nqqqKt6/f09UVBQdHR1YWFjQ1NSEo6Oj4HwNoj7Mzc0xMDBgxowZALi7u7Njxw5WrVqFjo4Op06dQk5ODi8vL6ytrZGRkeHo0aOMGzcOZWVlHjx4wL59+wgODqa4uJghQ4aQm5vLmDFjsLKyoqysTECJ3717h4eHBz09PWhrawsnYE5ODo2Njejp6REdHc38+fOxtrZmzZo1LFiwAHt7e3R0dEhLS0NWVhZfX1/u3r1LfHw8TU1NvH37liVLlmBjYyNuYJubm+no6CA3N5e2tjZCQ0OZPn06lpaW2Nvbi6q8o6Mj3377LTIyMly9epXVq1eTkpKCvb09ubm5WFtbM3PmTExNTcX7OXhIDQoK4tmzZ3z55ZeUlZUxevRopk2bxpw5c7h58yZNTU3Y2dmxfv16DA0NiYmJYdOmTdTU1AgY6+nTp0lKShKsKDU1Nezs7ARtftiwYXR0dGBgYMD+/fvJycnB3NycrKwswsPDhR9XTU2NqqoqUlNT+fjxI76+vsybN0+Q5BMSEvD09OS3337DyspK0OAPHjyIu7s7bW1tAmw8aAGoqqpCX1+f06dPExAQwLp168jIyMDa2pqbN2/y9u1bNDU1kZKSIioqCnl5eTo6Oti7d69ofm3evJmDBw/y559/snLlSn7//XeByhlkiIWFhaGkpERVVZV4P8PCwhg+fDhqamocPnxYeG8rKiqE67SkpIQpU6bw+PFjZGRkkJOT49ChQ2zcuJHnz5/z5ZdfEhQURHBwMKamplhYWGBlZcXw4cN59eoVv/zyCxISEuzfv5+2tja2bNlCaWkpdnZ2FBQUEBAQQE1NDR8/fqSjo0PoawoKCoQuzcbGhsLCQtLT00lNTaWqqgpbW1s0NDTo6enh9evXvH37lqamJlpaWmhpaWHWrFlitP3ixQskJSWpqKigqamJ06dPc/PmTaZOnUp3d7f4nNbW1oqWY2NjI319faL5tnv3burr60Ub/sOHD3R2duLh4cHVq1dpaWkhICAADw8PCgoKqKuro6mpSXholy9fLprG69evp6SkBHV1dUaMGMGoUaPYt28fdXV1JCQkiOhCW1sbqqqqDAwMEBMTw5gxY5g0aRIFBQUEBgby9OlTpk6dyrJly0hISBBw8L6+PtF4zsjIIDIykqSkJDw8PFBUVBQN5/T0dObOncuNGzfEd0xdXZ3YYyZPnszJkyeFiL2+vl6My8aOHcvx48eFC1VOTg5paWmSk5NZtGgRJSUlmJmZ8eeff7J48WIsLS0FWkdBQYGkpCTCwsIoLCzk2LFjSEtLs3TpUo4fP46cnBwlJSWCjO/n5yciKIOCdW9vb7Kysujo6EBVVZVjx45x4sQJZs6ciZqaGt999x1jx44lMjKSPXv2iMaou7s7r169IjExkZaWFhFPMDAwwMnJiYGBAS5evMiIESMwMTERB6u7d+9SV1dHb28vcnJytLe3/2/3uaqqKnx8fHjz5o3A/+jr67NhwwaWLFmCgYEBx44d4+XLl9y6dYuNGzfi5eXF119/TWlpKadOnSIlJYXc3FxevHjB2bNnSU5OxsPDg99//138Xtjb2/Prr79SWVmJmpoaPT09uLm5MWHCBDQ1NVm6dClbt24lISEBExMT3Nzc6OjoYPTo0Tg5OdHe3s6xY8eQl5dn//79GBgYYGxsTHJyMgsWLCAnJ4fk5OR/FFL/6dq8eXP0ihUrWL16NY2NjUhJSVFYWIi6ujotLS18/PhRuDN1dXWxs7NDUlKSe/fuYWNjw507d8SHVEdHhydPnuDs7MykSZOYOHEiM2bMoKmpSdzaaGtr09nZyfnz55GVlaWjowMHBwfc3d2RkJAgKyuLPXv2EB8fT0tLC19//TULFiwQuYD/1WppaaG/v1+IrAfHDaWlpcC/xc5KSkpISEiwevVqamtr2bdvHxUVFQC8evWKH374gY0bN7J69WpKS0spLCwkKSkJGxsbgXYIDg6mu7tbaJRWrVqFuro6mzdvFiLld+/eoaGhgbS0NFu2bKG7u5vffvsNHR0denp6kJOT4/Xr12zfvp34+HisrKyIi4sTT/Fbt24lMjKS+Ph41NXVKSsrIzMzU9TJ1dTUqKmp4fbt22hpaXH06FHs7e25du2acMUNjiPmzZsnMoWDMtxLly7x/v17Fi1axNy5c0U1PjU1lb179/L333/j5eUlgvDe3t48evQIR0dHoerZunUrSUlJPHnyhI0bN6KkpCTE2vHx8YwePZrKykosLS05dOgQ69atIzU1lfLych48eCByTYM3PKampgKVsXPnTvbv38+5c+fQ0tJCW1tb3HQ+ePCAefPmsWfPHmFKqKmpoba2VgjbBxlUzc3NvH37llOnTvHixQtUVVV5/fo1ISEhYqR069YtfH19MTExISUlhc7OTgoLCwkLC+Phw4dMnjyZ3t5enj59yuPHjwVEdHCUJycnh76+vjiEv3nzBgMDA3799VeysrL49OkTXl5eXLhwAS0tLbS0tAQcWUNDg/Hjx3P58mW8vb2JiYmhvLycO3fusHDhQmJjY7l16xarV6/mw4cPhIWF4erqSmJiIp2dnUhLS6Onp8esWbPEze/geHzGjBmoqqri5OREf38/33//PZaWlgwMDODg4MCnT5/w9fUVP7eOjg537tzBwcEBExMTTExMAASyQkNDg7t37zJx4kQ6Ozvp7e1FRkaGsrIylJWVxUFNU1OT3t5ezp8/T1paGlZWVnR1dfHFF19w9+5dCgsL8fHxwcTEhNOnT1NUVERPTw+Ojo4UFxdTWVnJ3Llz2bRpEy9evCA5ORllZWVMTU3Fn3F1dRWqqKlTp6Kvr4+6ujrNzc1is/Hy8sLIyIgrV67Q3NyMp6cncXFxlJaWMnToUL7++mtSUlKEaNzOzo5z587h5uaGgoICHz58oLGxEXV1dR48eEB1dTU3b97kxx9/ZPv27VRXV6OsrExYWBgyMjJUVFTQ19fH9u3baWtrIyUlhXXr1lFfX8/169epq6ujuLhYcAwHD3MDAwMUFBQwYcIEtLS02LFjB9u2bUNBQQFjY2MKCwv566+/CAwMJCoqivj4eNrb2xk/fjzPnz/n7NmzyMnJCc9kXV0d5ubmdHV18fr1azIzM8WtZ05ODmPHjqW7u5u8vDw8PDyoqqoSB5HGxkZSUlLIyspCU1OTjIwMXFxccHZ2RltbmxUrVnD48GHWrVvHmzdvkJaWZurUqUhISPD27Vs+//xzgoKC2LJlC8eOHWPjxo08fvyYOXPmsHbtWoyMjPj9999RVFTEz88PGxsbETYPDQ1l7969tLa2snDhQlatWoW0tLR4wP3qq6/4448/kJCQGORvUV1dTWNjI6dPn8bIyAgLCwsmT57My5cv6ezsZNmyZRQUFFBZWcm7d++IjIykoqICPT09ka+NiYmhqalJlGjq6+txc3PD39+fqqoqWltbmTlzJkeOHKGsrAwFBQXa2trYvXs379+/R11dnfPnz1NXV8eCBQtYtmwZTk5OeHt7k5OTw/fff4+CgoLIvjk7OzN06FA+ffrEsWPH2Lx5Mw8fPhQGiv/dGDQyMpLGxkYOHz6Mq6urEK6vXLkSNzc3EhISSEtLY9u2bRw7doxRo0aJzPmrV6+IiIigqqqKzs5ONDU1WbNmDbt376a9vV3sb4MH4wMHDuDl5UVDQwMfPnxg4cKFxMXFsWbNGvH7XV1djZycHHV1dXz22WfC66mhoUFNTQ2LFy/mzp07jBs3ThQtBt2mo0eP5uLFi//cqP2n69y5c9GrVq0SYEk1NTUePHggOD55eXls2bKFhw8f0tnZiaWlJd9//z3+/v7U19fj7u4unpxVVFSEVzAvLw9PT0/k5eWJiYlBQUFB0P6VlJREo2dQ2eHv78/Zs2extLQUoxt5eXn09fVRUFAgPz//v4Uj/8elpaVFQ0MDxcXF3L59m+3bt1NQUMCoUaNYtGgRfn5+6OrqCu6XpKSk4BYNjgBkZWVpaWmhubmZtWvX0tbWhoqKCsXFxSgoKNDc3Mz+/fvJysri6NGjTJgwAR0dHYyMjAgJCUFXV5fCwkKePHnCsGHDsLa2xtLSEmtra8LDw4WncO/evSgrK+Pg4ICPj49os8XGxnL37l3Onj1LTEwMRUVFNDQ0MHXqVJqamjh06BB2dnb09vaSn5/PvHnzhDfS1NQUNTU1tm3bxqhRo1iwYAEmJiYcPXoUJycnbG1t/0sZQEdHBxMTE3bs2IG6ujphYWHcvn1byL8/fvzIr7/+yqFDh0hOTmbdunU8ePBAFCMGN+WQkBCePXtGcXGx+PIezGYNsreMjIxYv349RkZGXLx4kcjISHbt2sXmzZsxMDDgxx9/pKGhgczMTAFfjIuLY9euXZw8eZLu7m5B3x+EK58+fZrGxkasrKzo7OzE0NAQHx8fVFVVuX37Nj09PbS0tGBjY8Pz58+JjY1l2bJl5OXlERMTw4cPH9i4caO4vdDR0WFgYIBbt25hZGQkJMozZ87ExcWFoqIiQkJCkJSUZMiQIWhoaIgGrJeXF8HBwWIMZGtrS0ZGBgYGBpw5c4aIiAj6+vpYuHAhJSUlKCoqEhISQl9fH+bm5iQkJFBXVyfMHkOHDuWnn37i5cuXAhQ8YcIE5OTkaGxsJCMjgy+//JItW7YwZcoUCgoKmDx5Mn/99ZewJ+jp6aGrq8u+fftQVlbGxcWF7OxskUGtqqri999/Jzg4mHHjxjF79mx2797N8+fPhZfUysoKbW1tDh8+LMCrBw4cID09nc8++4yzZ88SEhLCu3fvsLCwYMSIEXR1dfHkyRPmzp2LjY0Nly9fJjU1ldmzZ3Ps2DFxYOvp6UFJSUncKJ46dYro6GiysrIoKipi+fLl2Nra4uzsjIGBAdu3bxd5y7KyMlxcXGhsbCQuLo6PHz/i4OCAnp4enp6eXLlyhYCAAID/olVavXo1mpqa5Ofnk5mZiZOTk2jNlpWV0dXVRVVVFcbGxowYMQInJyfq6ur46quvmDFjBsuWLWPdunUUFhby5s0bzp8/L24y/f39KSkpob29nfLycqqqqkhJSWHixImijDJ69Gi0tbXZtm0bXV1dzJkzR1gDZGRkGDJkCMuXL+f169fC8KCrq8v06dOJiIhg1qxZwmNbWlpKf38/PT09rFq1iurqaqZNm8bGjRs5efIkra2tdHR08M033wj1kYaGhgCRXr16lbi4OMaMGSMMGoqKikhLS7NixQoyMjLw8fFh27ZtyMrKkpqaipKSEhs2bODChQtMnz6dPXv20NjYyPnz53n16hW3b9/m8uXL5OfnU1NTg7u7O1OmTOHYsWOEh4cTGxuLubk5QUFBzJ8/nxs3bjB79mxu3Lghsk6DWTM/Pz8xvmxtbcXf35/t27cLuftgEaK8vJzDhw9jaGiIr68vx44dY2BggClTpqCoqMjEiRPp7e0lLi6OoqIiHj9+zDfffENpaSmLFi3i+vXrhIaG8ttvvxEWFsaFCxeQkpKioKCA0tJSzp8/L0bihw4dEt9TV65cISoqimfPnhEVFSUguD/99BPy8vKkp6eTkpJCc3MzMjIy+Pj4kJ2dLUorg1lMPz8/4RxWVFQkICCAzMzM/7a/GRoa8v3332Nvby8eLlpaWnj8+DGNjY3idt7GxgYDAwN8fX3ZtGkTI0aMYOrUqfT39+Pq6oqmpiY///wzmpqa2NvbU1paSnBwMOvXr6e+vp5ly5ZhaGhIYWGh0GUtXbqU+Ph4NDQ0KCsrQ0pKirlz5wLg5ubG3bt3mTZtGqGhoVRVVTFkyBC6urpYsmQJZmZmrFy5koSEBPHw8fz5c/z9/Tl27Ng/wNv/dP3222/RDg4OZGZm0tvby5EjR1izZg137tyhqKgIc3NzOjo6+Pnnn/nyyy/56aefRBvz3bt3nD9/HkNDQ6KiosjPz0dbW5t58+axbds2bG1tRYPN29uboqIiPDw8aG1tFYqh8PBwsVlv27aN+Ph4fHx8uHr1Kjdv3sTKyoq2tjZycnLIzs7+n76GsLAwxo8fL6C4gzcXAwMDfPr0id7eXpqbm3n69Cny8vJoa2uza9cu9PT0uHPnDjNmzCAtLY0///yTUaNGUVpaipmZGUpKStjY2BAZGcnp06cpKSnB1taWwMBAFBQUCA4OZtGiRcyfP59Tp06Rn5/PxIkTSUtLY/LkyZw7dw5jY2MuXrzIhQsXWLhwIQYGBlhaWvLVV19x/vx5MjIyRFN0zpw5pKamEhsbS0FBAV9//TVxcXE8e/aM7777TqiiBqHDg1Dca9euUVpayoIFC2hqaiI0NBQZGRni4uKYO3cu2trapKSkoKOjI3yIdXV1SEhIYGJigqurK3/99RebN29GVVWV9vZ2Ro0axcyZM0XJQ1paGnNzc+bMmcPw4cORl5cHQFFREU1NTVxcXPjll1+oqakRPtFVq1ahqqoq/t+nTZuGu7s7vr6+tLS0UFtbS0FBAZaWlnR3d3P79m2KiorYsGEDnp6e7Ny5k/7+foyNjYmKisLW1paWlhaSkpLQ0dFBR0dH+BwdHR0pKCjg3bt3Yuw5mIVMT08XmI1Tp04RGBjI+PHjuXnzJvb29qxatYorV66IA3tkZCTe3t6kp6fzyy+/0NHRQWZmJl1dXeL2cZDGX1NTw7Nnz9DU1KSxsZHExESysrJYvHgxbW1tREREkJ2dTWdnJ62trTQ3N6OmpkZSUpKQFcvJyVFdXU1mZibl5eW8f/+eJUuWUF5eLlRKXl5exMbGUlJSAoC3tzdLlixh1KhRWFhYUFRUxKdPn4RC6ttvv2XWrFlMmjSJqqoqEhISyMzMZOTIkdTX1wuqenp6OlOmTGFgYIAbN24wcuRI/P390dbW5v79+5SWloqHKHd3d1paWli9ejVHjhwhICAAGRkZnj9/TkVFBbNmzaK6upqFCxeirKwsCgMjRoygp6eHyMhIkVEaFIoDNDc309XVhb6+Pm5ubsjIyDBs2DDevn1LXV0dW7duZfXq1YLsbm1tjaenJ7t27RJQzeDgYPGetbS04OnpydatW3n58iU5OTnY2tqKA21ZWRnHjx+noqKCJUuW8O2332JpaYmamhpLlixBV1dXRATCw8OZMGECLS0t4jYgNzeX5cuXs2jRIpSVlUlMTKS8vJyZM2eyd+9edHV1CQ4OpqSkhODgYH755RdOnz5NXl4eI0eOFOqrrq4uGhoaBEh5+fLlDBkyhDt37hAVFYWSkhI6Ojrk5ORgaWnJrFmzsLe35+HDh/T09DBs2DDq6urQ1dVFWlqaBw8eMH/+fIyNjWloaBCHsJUrVxIWFsaOHTvYv38/7u7u3L9/n7lz55KZmSlylyUlJQJUHhkZyYULF5CTk2Pp0qX8+uuvODo6sn//fmxtbTlx4gTTpk3j4MGDQruWkpLCDz/8wPv372lubsbX15eHDx8SFBTEypUr2blzp3jNY8aMwcXFBU9PT6qrq/Hy8iIvL4+srCz6+vp4+fIlDg4OIhOXmJgo9EYjR45ERUUFGxsbbGxsCA8P58SJEwwbNozw8HBu3rxJT08PkpKSKCkpcfbsWerr69myZQuPHz/GwcGB+vp65s+fz71793j79i1paWnMmjWLu3fvsnLlSoYMGcL48eMJCwtj9+7d/PHHH/T391NYWEh5eTmGhobY2NiQk5PDkiVLxL/f1NSErq4uc+bMITQ0lJycHIYNG0ZaWhqvXr1i6dKl7N69Gw8PD27cuMHEiRPJzs7mt99+IzIykmPHjqGvr4+9vT3v3r1j6dKl1NTUsGHDBs6cOcOwYcOQkpJCUVGRJ0+eMGTIEFxdXRk9erRQ312/fh13d3devnzJiBEjkJaW5urVq5SUlODk5ERwcDCHDh1i6tSpWFtbM23aNDZs2CA+d3V1dQQFBVFQUIC2tjbd3d1kZ2fT398vpiYDAwOoq6tTUVFBcXExHh4e3L9/HxkZGUJDQzE2NiY8PBxDQ0Nx+TNYoKqpqWH06NEcOXLkn9Hnf7r27dsXvWjRIhoaGsjOzmbEiBH89ddfuLu7o6SkhIeHBy9fvsTNzY2ioiKCgoJQUFDg4sWLuLi4YGRkRF5enpAE29ra8sUXX4gxTFpaGhEREbS1tYk2zJo1a5CTkyM0NJSenh7S0tJYsWIFeXl56Ovro6Ojw9mzZzE2NmZgYIDGxkaePn0q2FT/3/X5558jKyuLnJycaJfcv39f+AgNDQ1RVlYWmihVVVVGjx6No6MjXl5eFBUVMXPmTKSlpXFycsLe3p69e/eioqKCkpIS7969E6Ls69ev4+/vT25uLu7u7tjb29PU1IS0tDT37t1j1qxZ1NTUiGDp5cuX+eabbwgNDeX48ePk5ORw+fJlwsPDcXZ2FoRmHR0ddHV1UVVVxcjISCAvBmXhg1+klpaWKCkpsXDhQoqKivD09MTa2pqEhAR27tzJ8uXLuXTpEs7OztTU1JCZmYmsrCxjx45l7969mJiYkJ6ezsePH8UBZ8mSJbi4uFBTUyN8gEePHqWqqgopKSnmzJkjdECPHz/m1KlTXLx4kaqqKgoKCli9ejVLly6ls7OT8PBw0fSNj48XNoKAgADKysq4d+8e0tLS+Pn5kZqaSnt7O3JychgYGODl5UV2djarVq1CSUkJLS0ttm3bxqxZszA3NwcQJPe3b9+KjV1NTY179+6hq6uLq6srNTU1hISE8Pvvv2NkZCTE4b29vSxatAhXV1cSEhKQlJQkNjYWJycnDAwM+OKLL1i7di1dXV3cuHEDSUlJdu3axaxZs5CSksLb25t3797x1Vdf/T/s/VVU12kfv4tfgtLd3SCNlKSEBYqBia3oY7eOjjM6Y06qo4499thiAjq2GCgKqLTSICkNX7r2wfPnXuv33yfPwV5r74P5HOqBLuJ735/3+/W6LlJSUggICODLly+oqqry8eNH8vLyWLlyJVpaWrS3t1NYWCi0Ld7e3kJQXlZWxocPH6ivr8fV1ZVHjx7R3d2NsrIyysrKgt3HU4nuAAAgAElEQVTVF0rW0NDgw4cPKCgooKWlxfTp03n79i1GRkYASEtLIysrS0tLC4sWLcLZ2RkzMzMUFBRIS0vD1taW9PR0Fi5cyN69e/nmm2+YOXMm9+7dIzIyEi0tLYqKiigtLRX4mvz8fC5dukReXh5mZmZ4e3uTnJzM1KlTsbCwYPTo0SJ34+7uzpw5cwDo6uriwYMHdHV1UVFRQUVFBVJSUgwePFhw3MzMzAgLC2PixIlkZ2dTWlrKokWLOHPmDBUVFaJZev36dUpKSnB2dmbYsGH8/PPP1NfXY2VlRU1NjXhB6NMp1dXViQPKx8cHAwMDjh8/TkVFBb/88guVlZXExcWRmJjI77//TkhICOfPn6dfv34sXrxYFGBWrlwppo+KiopMmDABVVVV7ty5I6TeDx8+xN3dnerqatFq6wv8SyQSdu/ezYQJE9i3bx/R0dGYmpoK8XZaWhqVlZVIJBKxSp47dy7ffPMN3t7eXL9+HWlpaWJjY8W099ixY7i4uNDc3Cy8l9nZ2bS2tnLjxg10dXXFS1qft7ehoYFff/1VGALKy8tJT08nKSmJlJQUbGxsuHPnjpj6ZGdnExkZiZ2dHcuXL2fy5Ml4e3tz6NAhbty4wenTp8nLy2PHjh2sWbOGAwcO8Pr1a/r164ePjw8//PCDyHouWLCAnTt3ijIQQGhoKFFRUUyaNImCggJ6enpob2/n1atXpKam0tTUxNatWykrK8Pb21uUuurq6gRypKuri6tXrzJ48GCWLVvG3bt3hVLK09OTX375BR0dHaSkpIRnd/HixSxbtowzZ84wffp07t+/j6+vL3V1dTQ3N9O/f39h/1BRURFC94MHD2JtbU1ZWRm1tbWYmZkJCr+mpiZdXV0kJSVx+vRp5s+fj7+/Pzk5Obi7u3Pv3j2Sk5Pp7OzEy8uLQ4cO4ebmhr6+PomJibS1tfHNN9+wbNkyxo0bh6mpKdLS0oJf2L9/f/z9/dm3bx+PHz/mn3/+wdbWFl9fX6qqqkhMTEReXh5vb2+hm3NychLImr/++ovDhw9z/vx5RowYwbRp03Bzc6Nfv36C2lBZWcm9e/cYOXIk5eXlYuJaXFyMu7s7xsbGdHd309zcjIyMDBoaGhw9epT6+no6OjpwdXXlzZs3VFZW4unpSXl5ufj61dXVCSOBt7c3V65cITg4mGPHjhEZGcmlS5d4+/btv3iO//U5d+7ctsDAQDw9PTExMWHixIkEBATg4+MjVpD29vYUFhZy6NAhkpKSMDMzIyAggJiYGOzt7YUCR1FRkYKCAhoaGli6dCk//vgjX758YezYscKTFhsby4YNG3BwcEBOTo5169YxdOhQ4uLi+Pz5M6ampnz//fdERkYyd+5czp8/T1VVFQoKCujq6pKXlwdAUFAQQUFBzJgxg/DwcAwNDWlpaaG3txcdHR1evXrFrFmzGDp0KGVlZcTFxTFv3jzq6uq4e/cuioqK2NrakpiYyKNHj6ivr6e8vJz29nZycnLYu3cv+fn5BAQEcPHiRZSUlBgwYACTJ0/m9evXODg4MHXqVHJzcwV3avny5WzYsAFHR0cBmty5c6dgMfn5+TFw4ECePHlCR0cHampqbNy4kV9//VUoqlxdXYmJiRGy20uXLvH48WMWLFiAra0txsbGGBgYICcnR35+PkeOHGHJkiVMnjyZjo4OKioqaG9vR0FBgZSUFDQ0NAgICKC8vJzc3FzCw8P/D31S34Vlw4YNZGVl0dbWxufPn1m9ejWvXr3Cx8eHyspKHBwcaGxsZMuWLRw8eBBtbW2xmtbW1kZBQYGLFy+io6PDw4cPmTBhAiYmJtjZ2ZGamsq6devo7e0VF8TFixdTW1srLjelpaVcvnyZRYsWUVpairS0NLm5uWzevBk9PT2am5t58uQJKioqODs7U15eTnZ2Ng8fPuT58+fY2dmhra1Na2urmAj2td8GDx6MgoIC69evZ82aNQJhYmNjw5o1azA3N8fGxoYFCxagqKhIV1cXubm5zJs3j59++onZs2dTWVnJp0+f0NTUxNHREUtLS2pra3F0dOTw4cPY2dkhLy/P4cOHBSPL3NyciIgImpubqa6uJj4+nt7eXqqqqnBzc6OzsxMTExP09fVpaGgQ4uuKigqam5uFgDshIYHZs2dz/fp13N3d2bFjBzNmzBCZmtmzZ9PY2Iitra1oW3p6erJ//37OnTuHiYkJenp65Ofnc/nyZezt7Xny5AmamppIS0tjaGjIgAEDmDJlCmVlZYwaNQpLS0tevnzJ4cOHyc/PR01NjalTp5KamoqysjLx8fEkJydz/PhxZs2aRWJiIk1NTWhqamJtbU1DQwMAZWVlIu5ga2uLv78/QUFB1NTUsHHjRiZNmkROTg6DBw9GUVFRZGqys7PFpTohIYGtW7cKpl9xcTF3795l4sSJAix98+ZNxo4dy4cPHzAxMSEuLo7AwEAiIyOJjIwU/0ZbWxsWFhbiYOnDlfj6+tKvXz+6urpQU1PD3Nyc9vZ2gY549eoVysrKlJWVsWrVKhITEwkICEBHR4fGxkbi4uIwNDRkzJgxlJWVYWNjQ0JCAs7Ozvz6669CefbmzRvByPvw4QOurq58/vyZn376SXACv/vuO/bs2YO9vT0RERGUlZURGBjIlStXePPmDcrKyty5c4fly5djYGCAvr4+JiYmjB49mhkzZojvk7S0tMgF9rXBx4wZg4eHB5WVldTU1BAXF8epU6dwdXXFw8ODq1evsnjxYh4+fEh+fj6FhYVYWlpiYmJCVlYWgYGBSEtLi+9tQEAAEomEadOmoaqqKnJOBgYG/Pnnn4waNQorKytRCDM0NOTKlSt4eXmJSIuOjg5FRUUCQq6iokJdXZ1ok5eXl5OTk0NAQABbt25l1apVyMjI4OzsLCY5pqamgiU4f/58enp6BBB29uzZ+Pn5cevWLVG+SU1NFYBmiUTCy5cvOX36NF5eXnh7e2NqakpQUBBSUlJISUlx5coVPDw8xOe9r68vhoaG+Pv78+TJEwoKCrCwsEBWVpaamhrU1NRIT0+npaUFX19fvL29ycnJQVpamvj4eLEK7Vsz7tu3j+vXr2NlZcXChQvx9/dnw4YN3L9/H/jvihEQyqi+nOY///xDYmIi2traZGVlCWbe48ePqa+v5/vvv+fy5cuiNGRkZIS2tjYrV67ky5cvtLa20tPTg7m5OaGhodTW1qKmpkZZWRmWlpYcPHiQ+vp6li5dio2NDaGhoaSnp1NZWUljYyPjxo3j4sWLaGlpoaWlRWxsLAsXLkRXV5eenh4BVN63bx9SUlKoqamRnJyMv79/H07n34va//L88MMP2/r21X05oNu3bwu20OXLl+ns7CQnJ4eZM2cyc+ZMLl68KG792trawtPZ1tZGTk4Oq1evZu/evYwePRofHx+ys7PFD25jYyMXLlxg3LhxbN26VYArp0yZgqenp8AnPH/+XISMBw4ciKWlJWZmZvT29jJixAiioqI4d+4cT58+FS0oc3Nz7ty5w8yZMwkKCuLs2bM0NzezZ88eAgICePLkCXZ2dpw6dQpLS0thCZg+fTofP37ExMSEmJgYPD09+fLlC1FRUQwdOpS8vDxaWlro7u7GwcGB0NBQDAwM0NHRISQkREiWU1NT8fDwEG2a5ORkZs2ahZ2dHTY2NsKScOHCBdasWYOlpaV4o46OjiYoKIgnT57g7u7OoEGDePPmDVOnTiU8PJz4+HgSEhJoaWmhvLxcSJ9fvnzJgwcPcHZ2ZtSoUbi7u6OkpMTr16+xt7cXB0mf5LqpqUnQ07W0tOjXrx/l5eVs376dWbNmMXr0aFxcXNi/fz8fPnxAUVERFxcXkpKSSEhIYMmSJXR2djJ69Gg0NTXF5PTdu3eC97RhwwaxtkpMTOT69etYWFigrq7OiBEj6NevH+PHjyc8PJzhw4czb948Ojo6sLGxIT8/n+zsbHR1dUlISEBaWprg4GDU1NS4f/8+nZ2d3Lx5k8mTJ2NmZiY+WPoOiv379wumUUJCAi9evGDZsmUYGhqK4HdJSQlnzpxhzZo1ODs7izd2eXl5Hjx4gJycHHl5edTX1wuMQ9+F8ubNmwQGBhIdHU1AQADPnj1DTU0Nb29vDAwMBM4gLS0NFxcXtm/fTlRUFBs3bsTc3Bx5eXnU1dXFOnfIkCEMGjSI3NxcZGVlRRi8D0yqpqbGqlWrKCkpISoqChUVFcG7+vTpExKJBHNzcxwcHISj1sTEhOjoaAYOHMiYMWPo6uqioaGBMWPGMGHCBIyMjCgsLKSmpgZzc3MqKipwdXUlPT0dJSUl4uPjyczMxNDQkHfv3okVlJqaGsePH0dGRgYZGRmUlJSora1l4sSJ4vJ6+fJlGhsbRc7Ny8uLzs5OdHR0KC4uJi4ujoCAALS1tQV/SV9fn/79+wve1N27d3FxceH27du8evWKadOmISUlhaurKxEREQwaNIjNmzcjLy9PcXExxcXFYi35+PFj5syZw61bt3j58iVOTk60tbXx4MED3Nzc6O7u5vnz5zg5OdHc3Mxvv/0m1sGXLl0S6yJLS0uxClq8eDH+/v5cu3YNNzc3FBQUGDduHMXFxcyaNQsZGRnmzZtHRkYG7u7ufP78GW1tbZKTkxk/fjzGxsY8e/aMmpoaVq5cSUxMDC9fvhSFjYSEBCwtLVm+fDlubm48ffoUHx8f7O3tcXZ2JiQkhMePH7N8+XJ8fHw4cuQIc+bMEZnfy5cvi5dEVVVVent7WbhwIWVlZVhbW/Po0SMmTpxIYWEheXl5on18+/ZtvvvuO65cuUJ1dbXIXoaGhvLbb78JTldaWhpBQUEMGzaM3377DTMzMxobG1FUVBQX2kWLFom/s7S0ZN26dYwaNYoHDx4we/Zs0tLS8PDwoLy8nKdPn4qveVhYmGhg3r9/n+nTp5OcnMzIkSPx9/dnz549ODo6MnDgQN6/f8/QoUMpLS1l+/btQmzf1xoOCQnBzMyM69evIysry+XLl1FXVxftcAMDAzw8PAT6p4+ZJpFIkEgkrFixAktLS1JSUlBWVqZfv35oamqKCaKTk5PwiZaVlfH582cOHDggkFRtbW0oKiri4+NDaWkpsrKyeHt7Y2FhwT///ENoaCglJSWYm5vT09NDW1sbZmZm5OXlCa9pa2urMBm8ePGCcePGCaB8QEAAPT09fPnyha1bt7Jv3z7GjRtHSUkJGRkZJCUlkZSUREtLC9OnT8fR0RE1NTUBR3Z2dsbFxYXs7GyioqIEmH769On09PSQkJDA2bNnSU5O5uHDh4SHh/PixQtWrFghPs/XrVvHihUr0NDQoF+/fqipqYlJrb29PUVFRTg6OgpbQmlpKampqbi6utLW1kZzczMrV64kPT2de/fu/Vsm+F+fS5cubWttbRWTF0NDQ2JiYtDW1qauro7KykpsbW3R0dFh8eLFdHV1sWvXLpSVlamrq+Pz58/Y2dnR29vLhAkTyMrK4u+//xbNkIyMDIyNjVmxYgWJiYns378fJycn5s+fT3R0NLa2tlRVVdHW1sbTp08ZMWIE0tLSzJ49G/hvFsfc3Jzo6GjCwsI4f/483333HWPHjsXKyoqIiAja2tq4e/cuN27cwMDAAF9fX9rb24Vs3M7ODmlpaR48eEBISAgKCgrk5+djZmYmJjCZmZmEhoby6dMncbh0dHQwfvx4wfyysLDg22+/ZeTIkezZs4chQ4agra1NWFgY8vLy1NTU0NXVRW9vL2vWrEFRUZHdu3ezZMkStmzZIkC7fau/3t5evLy8CA4OxsXFRciqOzo6uH79Oh8+fEBGRgY1NTWMjIzw8fFh7dq1vH37lgULFpCbm0u/fv1wcnLi559/pquri5ycHEpKSvD09MTb2xtpaWkyMjKIiIjAx8eHkydPsmnTJgYNGsTatWvZtm0bAwYMQEZGRvCrlJWVCQ8PJykpCS8vL+zt7Zk4cSJOTk789ttvqKmpMXToUMzMzDh8+DAGBgaMHTuW3Nxc4L8NW19fX7Zs2cKtW7ews7OjoaGBIUOG0NPTw++//46+vr6QKo8aNUrgOYYOHcqxY8fw9/cnODiYgoICcnJySExMZMKECfT29mJvb09eXh6pqamYmJigrq5OaWmpOKz75MdLly4VLb/Lly/T1tZGdHQ0X79+Zfjw4WJtbGNjg7m5ORcuXMDc3Jy0tDQcHR2prq4mKSmJKVOmYGxsTGFhIYWFhdy7dw9NTU3gv4eskpISEomE6upqGhoaKCgoQFlZmaFDh+Lt7c24ceNYuHChyLCpq6vz999/8/333xMVFUVVVRVjxoxBS0sLVVVVLl26xMiRI6mtrRWHeEpKCt7e3pibm3Pr1i06OzsxNzfH3d2dlJQUHj9+zNy5c2lubkYikXD16lWeP39OcHAwfn5+uLq6cuDAAY4dO4azszO2trZkZmYyfPhwHB0dmTFjBtra2jg7O/P27VskEgkDBw5k3LhxqKurU1dXh5qaGoGBgXR1ddHZ2UlwcDARERE8f/6c27dvo6mpyYABA+jq6uL48eO8ePECeXl58vPzkZKSwt3dHQ8PD/Lz89HQ0ODjx4+4u7vz+++/069fPzIyMgRkNDExURSAKisrefXqFUOGDMHe3p5hw4bxww8/MHDgQMrLy8nKyhI5s76iTGBgIMnJyTQ0NFBUVIREIuHhw4d0dnby999/s2jRIm7dukV4eDi+vr6UlpYikUjQ0tIiODiY3NxcBgwYQHl5OS0tLRQVFWFoaMiDBw+YMmUK58+fR0pKSky6Fy9ejKurq1irFRYW4unpyYMHD3j79q0A6/bl3vqk6VevXsXe3p7c3FzRpC4oKCA0NBRdXV20tbWxsLAgKCiI7u5uBgwYwKBBg/j999/x8vKitbWVsrIydu3ahYaGBr/++isdHR34+fkRExNDSEgImpqa2NraoqamRkhICA4ODjx+/FhYJD5+/CiwQ4WFhaLpWFVVxdOnT2loaMDJyYmUlBSmTp2Kuro6qqqqAOTl5SEjI8PVq1f5+eefyc7OFmDVvtXY+PHjMTAwEGzGvlhGW1sbTk5OHDt2jKioKNzc3Hjy5Alz5szhxYsXnDlzhg0bNnDo0CF6enoIDQ1l9uzZ/PDDDzg4OHDnzh2ysrLERWjhwoWkp6czfPhwVFVVUVdXx8XFhczMTJ4/f86BAwdQV1fH0NBQvPAvW7YMfX19VFRUCA0NJS4ujpqaGgwNDfn5559pbm5m2LBh5OfnU1RUxIULF0hLSyMzM5MZM2YQGBhIeXk5SkpK5Ofno6SkxPr16wUMftKkSTQ3N3P37l3GjBmDo6Mj7969w9ramoKCAjw9PWlqasLHxwdTU1PCw8O5c+cOX758Yfz48bS0tDBs2DBu3LiBt7c3mZmZzJkzh7Vr1/Lzzz/z8OHD/9uZ3jflbGpqAqC+vh5ra2scHR1pbW2lvb0dPz8/zpw5w48//khCQoJAcTk7O+Pr6ytwI6tXryY2NlaAsTs6OtDT0yMjI4PQ0FDq6uqIiYlh//79VFRUEBgYSEpKCmVlZeJy9vXrV0aNGiWiO/Hx8dy4cYOqqqp/ywT/67N3795tJ06cwNjYGD09PS5cuCDgpVVVVQJEWFlZyYIFCzhx4gQVFRWkpqaKpuO7d+9obW1lwIAB5Ofnk5eXh7GxMTIyMqiqqrJo0SK2bNlCc3Mzpqam4hv/8uVLJkyYQFtbm3An9h3EfaHPzMxMSktL8ff3x8TEhKamJgwMDESt/caNGxQXFzNnzhxqamqorq6mtLQUNzc3PD09cXNzQ0ZGhurqasH0mTt3LqGhoWRmZtLU1MT169fR1tbG2tqaqqoqbty4QXR0NH/++ac4/PX19VFSUuLHH38kOTmZ4uJili5dyo0bN7C2tubPP/8kOztbNIz6WHH9+/fnzJkzPH78GH19fZSVlXF2diYxMRE9PT10dHRwcXGhoKBA4Dvev3/P999/T3d3N2pqakgkEgGGdHJyEu2d2NhYlixZwsOHDzlz5gzHjh3j/v37LFq0iGPHjgmIaN//78KFCwwdOpSWlhYqKipwcXFBS0uLzMxMpkyZInQ3ixYt4tChQ7i6ugqqu6KiImZmZqKZ+Mcff/Dq1Ss2bNhAXFwcU6ZMYfPmzVhaWgqfZW9vLz09PQQHBwtAsLy8PIsWLeL3339nxYoVmJqa8ssvv7BmzRoxWeqjkQ8cOJDKykpBxB84cKDg0pmamqKmpkZ+fj4tLS0YGBgIEGsfADggIIDPnz+jqKiIs7MzXl5eODo6YmdnR3x8PHv37uX+/ftYWVlRWVlJbGwskyZNEtoae3t7wsPD0dLSEu5RS0tLXrx4wdChQ/Hw8ODcuXPY2toKGOutW7fEVLWjo0NcfL755hvc3d0BcHFxoaioSFx2xo8fz+LFixk2bJjgKT18+JDe3l42b97MoUOH+PLlC3fv3mXFihUUFBQwY8YMGhoaRLDa1NQUS0tL7t69K0L6ERERPHz4kMrKShwdHQVvzNzcnPz8fJSVlRk8eDDt7e3U1taSk5ODjY2NiBc4ODhw7tw5zMzMePHiBXp6euL7b2ZmxrVr16ivryc2NpaNGzeKDI+9vT36+vq4urqipaVFfHy88Dnu2rWL6upqPDw8yMrKIicnB1VVVR48eMC3336LjY2NULft3LmT1NRUBgwYwI8//siFCxd49eoVkyZNwsTEhKioKLy8vLC1taWyspLOzk7s7e2Ji4vjzZs3jBs3Dg8PD2xtbXnz5g0uLi6sW7eO3bt3c+fOHYqLi1mwYAFqamro6uqip6fH3r17sbOzw8jIiLdv37Jy5Ur27t1LZmYmwcHBVFdXU1FRQW9vLzt27GDq1Kl8+vRJRBjWr1+PkZERqampNDc3izD3jBkzRM7yhx9+oKqqShRLtmzZQmFhIStWrGDVqlXY2toSFRXFhQsXqKmpITs7G1NTU968eSOo8jY2Nri7u7Nr1y709fX59OmTiHCsWLGChQsXsmrVKk6fPo28vDz19fV8ev8e/bIyasrK6KehgZSUFIcOHeLo0aMEBgYKl+WQIUME49HR0ZH09HQ8PDzo7OykrKwMiURCTU0NDQ0NBAUFiajFvXv3KC8vF4WriooKIiIiuHPnDjk5Obx+/ZqJEyeSlpbGyJEjsbS05Ndff2XDhg10d3czYsQI7t69S1NTE6NGjaKnp4e4uDg2bdokSmVSUlIC8u3u7o6NjQ2bNm1CVVWV3Nxcamtrxc+HoaEhHz58EM3GkydPoqmpiZ6enmj719fXU1tby7Vr15g3bx7GxsZ4eHgQHR3NpEmTcHZ2ZurUqejr64ssY9/Pr46ODqqqqpw+fZrS0lJ+/PFHUYRydXXlzp07tLe3k56ezvHjx3F2diYhIQEvLy/c3d2JiooS51hERARHjhwBQCKRiMs+gKqqKi0tLUydOhVnZ2eOHTuGvr6+UJv9/z8NDQ1cunQJFRUVKisrCQ4OJjk5GVNTU96/fy8QPZmZmVRVVeHl5YWBgQE7duygf//+VFdXY2lpyYkTJ1BWViYmJgZvb28aGxsJDg7m+++/x9fXF1NTU8rKylBVVSU6OpqIiAjGjBnDypUr0dfX5+jRo9TW1orvw9ChQ8nOzmbmzJkCGfLvRe1/fH766adty5cv59OnT/z666+MHDmSzMxMEhMTBQS2uLiY1tZWIY6eMGECXl5e7N69Wyh3+ur2LS0thIeHk5WVhbW1teBcVVZWYm5uzvXr14WHUFdXl9zcXDw9PamsrKS1tRUPDw+ioqKYNWsWubm5VFdX09bWxs6dO7lw4QLbtm1DTk6O69evM3XqVMLCwhgwYIBYx8XFxaGrq4ujoyMhISFoaGjQ3NxMe3u7eIPq7u7m2bNn2Nvbc+rUKfr16yeULBMnTuTx48coKSkJ9c3ly5dRVlamvr5eVPPnz5/P7du36erqYtCgQfT29lJRUYGjoyN1dXX4+PgQExNDbm4unz59QldXF2dnZ9TV1Tly5Ag7d+4U69q5c+dy5swZ4uPjiYiI4PTp0+jq6lJaWiqsEBMnTkRfX59nz54JsOitW7dYtWoVubm5LF26lO3bt/P9999z584dwZH68OEDZ8+eRVZWlsWLF3P79m3mzJkjWn1paWmEhIQgJyeHnp6ekLpPmTKF5cuXc/z4cW7evEl9fT2Ojo6oqqpy6NAhjIyMUFNT48yZM2zfvp1ffvmFOXPmoKqqKi5r2traxMbGoqSkRL9+/QTgMSoqipiYGI4dO0ZaWhr+/v7o6elx8OBBDA0NGTZsGEVFReTl5VFWVkZnZyezZs0iMDCQcePGYWNjg5ycHNOmTaOxsRF1dXXhvetrKG3cuBE5OTl++eUXli9fzpIlS4iIiBByajU1NRYvXiwyjfBfdU9BQQGqqqoUFRXh6+vL69ev+c9//oO/vz+3bt2if//+YoJ64sQJfHx8KC4uxtzcXBgmMjIy8PPzo7a2lmfPniErK4utrS3Pnz9HR0eHz58/M2XKFHp7e0V2ZvPmzZw8eZK0tDSmTJmCRCIRoeXQ0FDBGuxbK+ro6BAbG4uvry+Kioro6+tz8eJFZsyYgaOjI76+vty/f5/s7GwmTZpEfn4+cnJy3L17l+DgYI4cOUJqaio2Njb8/PPPdHd3s2XLFuTl5SkqKkJeXh57e3uGDx8u1Ga5ubmcOHGC2NhYKioqePPmjVCA9V3iysvLxWq6D62jq6tLa2urWBspKiqKjFxYWJi41EskEk6fPk1bWxuZmZls2bJFVP5lZWXx9/cnLS2NhQsXsnv3biZNmoSVlRUFBQVUVFTQ0dHB/fv38fHxEQdye3s7nZ2dNDc309jYyPTp0wkKCqKyspLk5GR6enqoqakhMTGRr1+/MmXKFAHo7AucW1hY4OjoSGdnJ1OmTBEvWR0dHfj6+qKiokJjYyNycnL4+/sjJSVFaWkpnz59YvLkyRQWFli1u9sAACAASURBVCIrK0ttbS1ycnIi37lkyRIKCws5evQoO3bs4MKFC8LXuWnTJq5fv86yZcsYPnw4MjIy5OfnC/SBtbU1FRUVTJ48WZDljx8/Tnt7O83NzdTW1gpmY1FREYGfPhF65AjFV66geeECyvHx7M3I4MSlS+zatYvQ0FDKy8txcHAgOjqarq4uQkJCOHnyJPBfT6S8vDzu7u7CHyotLY2mpiZ79uzBxMREwI7DwsJ4+PAhr169YuzYsbS3t+Pt7U1zczMfP34UAGMFBQWCg4OJjY1FWVmZJ0+eEBISwjfffMN//vMfOjo6KCkpQSKRYGpqypYtW3Bzc8PR0ZGIiAgCAgJoampiy5YtKCkp8fLlS3bs2MG2bdu4cOECx48fZ+TIkVRXV4v8b3d3N0lJSdy+fRtXV1cMDQ2FVzo2NpaMjAyUlJQIDg4mNDQUVVVVRo0aRUJCAqNGjcLa2hpdXV2MjIzQ0NDgzZs3GBgYYGFhwb59+zh27BgZGRmMHDmSW7dusWnTJtzc3PDw8EBVVRVZWVlaW1vFFL6+vp5z585RXV0tzmQHBwc+f/7MyJEjGT9+PGZmZhgbG/Px40ehH3Nzc2P+/Pl0dnbS3d39f5zpq1evxs3NjSVLlhAZGYmioiJaWlrIyMhgYmKCqakpu3btwtHRkXPnznHq1ClhHjEyMsLGxobY2Fji4uIwNzdn7dq1xMbG0tTUhJ6eHu/fv0dFRYUHDx5gYGDA7du32blzJ0eOHMHX11co8D5+/IiMjAwTJ05ERkZGOHotLCzQ09Pjxo0b/2bU/tfn2LFj2zZu3EhJSQk9PT1oaGiwd+9ePD09UVVVZdy4cbx9+xY3Nzdqamo4cOAAcXFxtLe3i+xQa2srJ06cEIeTiYkJRUVF2NraoqGhgbq6OtbW1pw+fRpLS0vGjh1LeXk5jo6OWFlZCU6Tvr4+p06dEr/IMTEx5OXlifVDX95AWVlZtE6ampowMzMT9e2qqiohrE1JSeHgwYNoampSUVHBrl27aG1txd/fH3t7e86cOcP69euZOHEiR48eZdq0aaSlpWFiYoKbmxt2dnaUlZURGRmJhoYGJiYmJCcn09XVRXh4uMjeWVtbk52dzfz58wHw9PQkPj4eExMTampqMDEx4dChQ7S2tvLx40dCQ0MZPXo0N27cwMPDA21tbZSVlbG3t0dJSQklJSUCAgJ4+/YtBgYGLF26lGvXrvHXX38RERGBqakpP/30kyC4p6enC+ZXe3s7Bw8e5JtvvkFXV5dVq1Zx6tQpzp49y8yZMykuLqakpITs7GzMzMxISUkRrr+FCxeKDJKqqirr1q1j/fr1rF27lhEjRvDbb79RVFQk3gitrKw4e/YsLS0t1NXV4efnR1paGunp6cKT2veh+vvvvzNw4EBmzZrFggULiIqKwsrKCgMDA0aOHImSkhJ5eXnCN7px40aSk5NZtWoVVlZW7N27l8GDB9Pd3c2lS5dobW0VXlZTU1Pk5eVZsWIFFy9eZMSIETg6OpKYmMiYMWPYv3+/CNMXFhaSk5ODn58f//zzDwMGDGDdunViEjZ58mS+++47oqKi8PT05Pfff+f+/fsYGBgQHh6Ou7s7CgoKYs3dl9MwNTUVua0+Kv27d+949+6dmLxqaWnx6NEjAX8sLy8XU6i+ny8HBweePn2KlpYW2trabNiwQaxOUlJSGDJkCMrKyvT29vLnn38yYcIENm7ciLu7O1euXBFr/6ysLPz9/Zk4cSJr167F29sbT09PcnJyyMrKYsmSJSQlJQmdVV9lvre3l5SUFLq6utDU1OT06dMoKytjbm4uXlD63sAPHjzIxo0bgf/mhFRVVdHS0mLw4MECbqyrq0tMTAyzZs1izZo1+Pv7C1NEY2MjT548ISAggLt377JlyxbxBm5kZERLSwu1tbV4enqKr6Wfnx/79u1DV1eX1atXExgYyKtXr5gwYYJYy8THx5OWliaa2TIyMsTHxzNjxgxMTU1JTk6moKCA0aNH8+nTJ0aOHMngwYNxdnYmOzub7777josXLzJlyhSam5tF9rK4uBgTExOuXr3KyZMn2bFjBxYWFqipqaGmpsZPP/1EQ0ODgKw6OzsLOr6npyfy8vKUlZWxevVqvL29mTdvHj4+Pnh5eZGUlISDgwNNTU2Ym5ujo6NDT08PqamplJWViSmytrY2Dg4OGBkZsXfvXt6/fy9yt1u2bGHOnDlcvnyZI0eO8OrVq/+G7Jua0Nu7F9+ODn4BDgA6dXWEFRTg9P9DZnR3d7Nz507U1dUJDg5m8+bNjBgxAhcXF9rb26moqBCol0mTJhESEkJxcTEpKSkC0rpr1y4OHz6Mr68v6urq9PT0CH1UfX098vLyHD16FIlEQkdHBzk5OUhJSeHt7c2LFy94/fo1UlJSSEtLc/HiRYYPHw4gfh6rqqqIjIxk0KBBpKenC2Vheno6AwcORE1NjcjISPGZ//DhQzEp7JushYWF8eLFC7777jva2toEdPvq1as8efIEZ2dnSktLcXZ2ZuHChdjZ2VFUVMTs2bMxMzOjpKSE27dvExQUBPy3cd1X/Jk0aRKqqqqi8NPR0YGHhwd2dnb89ttvNDc3M2jQILZv346UlBTGxsb89NNPlJWV0draCsCQIUMoKSnh8+fPWFlZUVVVxf3790XLe+zYsdjZ2fHgwQPy8vI4efIk+vr6BAUFcf78edauXUt7eztHjx7Fy8uLT58+IS0tjampKdHR0ezbt08Ybfz9/Zk8ebIwPvRlYsvLyzE2Nmbu3LnCE7t06VK2bNlCZWUlU6ZMEdnSuro6IiIi2LdvH3JycjQ2NtLc3ExhYSHd3d2MGzeO+/fv093djZ+fH6qqqrS3t6OhoUFUVNS/rc//9fnrr7+2qaio0NTURHp6OmFhYdjY2GBkZIS+vj4AU6dOxdDQkLt373Lq1Cn8/f2RlpYmPz8fCwsL0tLSmDZtGn///TfBwcEYGRnh6emJqakppqam1NfXi1/C0aNH8/LlS1xcXLCxseGPP/5g69atbN++nfnz59Pa2kpQUBClpaWoqqpiZ2eHtbU1FhYWjBs3joKCAsEd09bW5uTJk5SUlBASEkL//v3R1dXlr7/+QkFBgaysLObPn09TU5PIcs2ZMwcZGRl++OEHIYXuQwm8fPlS+PaeP3+Oqqoqra2tdHd309jYSGtrKzU1NeTl5fHbb7/R3t7OunXruHLlCq6urvzxxx8kJiby5csXLC0tCQoKwsrKCi0tLUaMGCGsAl++fGHUqFE4OzuzadMmvvnmG44fP86wYcN4/vw5ZWVllJeX8+zZMxobG9HT0xP5ns+fP1NbW4umpiZFRUVs3LiRjIwMXFxciImJ4ePHj0gkEiZOnMjvv//OgAEDqK+vR0lJiZycHObOnUtTUxPKysocP36c9evXc/fuXTZt2kRBQQF2dnZERkby7t07kpOT2bRpE/n5+YICn5CQIC47WVlZlJeX4+fnR3NzM6GhoZw9e5atW7fS2tpKVlYWI0eOpLe3Fzs7O3x9famtreXx48dMmTIFdXV19PX1RdvP2dlZ2BiePXvGhg0b2LVrF2FhYQwbNoysrCw+ffrEx48f+euvv3Bzc+PQoUNER0ezZs0aTp8+zdChQ5GXlxdFjcePH4uJ34IFC0TYvLy8HBsbG86cOUNbWxuysrLk5eVRW1tLbm4u58+fJysri6CgIIKDg4W0ub6+nq6uLjFh7ZNLf/nyhczMTBoaGhg0aBBubm7cu3ePZcuW0d7eLla9jY2N4vvl4ODA8uXLUVFR4cWLFwQFBaGsrIytrS0GBgZMmDCBvXv3UlNTw8yZM0URoi/XIysrS2lpKRs3bkReXh6JRIKKigrNzc3Y29vT3d3Nt99+y7p167h06RJGRkZIJBJ++eUXiouL6d+/P6mpqQwbNkyEjrds2cLWrVtxd3cnMzOT2bNnY25uzq5du0Qu7/z584wZM0YUKExNTSksLMTY2JjIyEgRgu9befT09LBt2zZyc3Pp7e1l06ZN2Nvb8/79e2bPns2BAweYOnUqenp6eHp6oqenh7GxsUCIyMnJIZFImDt3LsbGxmRlZTFkyBDGjBlDT08PRUVFtLS04OTkxNevX5k+fTpPnz4lPDyc2tpaamtrGTp0KAAnTpygsLBQBMulpKR48eIF6enpXLlyhYULFwL/VRctWrSIgIAA9PT0kJKS4unTp7x69YpBgwbh7+9PR0cHu3fvprq6mpKSEhQUFEhISOCHH36gpKQEbW1t5s2bR79+/Xjw4IH4N4KCgggICGDZsmXk5OQQFhYmLBydnZ0MGTKEgwcPYmlpiZaWFvn5+aSkpBAeHo6amhqvX78WrdO+ALevry86OjqcO3cOFxcXtLW1CQoK4sqVKwTcv8+p9nZuSiQA9ADPgV+Aebdusf6nn0hLS8PNzY2ioiIKCwv5+eefSU9PJyMjA4lEQkREBHl5ebS1tXH+/HkSEhIYNmwYp06dor6+nv379/Pw4UMMDQ25evUqR44cYcqUKcjJydHd3S2KS58/f8bY2JiOjg6amprw8PCgpKSEwMBAQkJCaGtrIzw8HFdXVwGDVlJSQkpKioCAALKzszExMaG3t5fZs2cTGxtLcXGxaKn//fffGBkZCYRMZWUlN27cwNzcnNGjR2Nubk5MTAw5OTl4enrS0tJCT08PkyZNYsaMGbS0tDBo0CB2795NSUkJ9+7dE03oCxcuEBgYSGNjI5aWlmK13Jf9sre3RyKR8PXrVw4cOMC1a9d4+PAhcnJy3Lx5k+HDh/P06VMSEhLYuHGjwH5cunQJR0dHxo8fz6ZNmzh//jxfv34VaJI+j6ydnR1VVVW8f/+ewYMHM3DgQN6+fYulpSVlZWVipVtdXY22tjbLli1DIpHg6enJ3bt3UVVVxd7eHnd3d+zt7QXT9OPHj4wcOZLk5GSam5v5+vUrERERREdHM2/ePIYMGcLu3bsJCAgQOXBVVVWCg4MxNTXF29ubUaNGcefOHbZu3cqtW7cE9LkPhVVeXo6mpqZACsXGxpKamvo/XdSk/p+88Pz7/Pv8+/z7/Pv8+/x/7ZFtaKBkwID/48+6gFJArbPz/5X/07/Pv8//+vw7UQMOHDiwbdGiRVRUVKCgoEBYWBgpKSkiCF9WVoaSkhLR0dFYWVmRlZXF+vXrUVNTQ11dHTs7O2xtbXn06BH6+voYGRlRUVEhIJoNDQ3s37+fOXPmMHLkSObPn4+qqipxcXE8ffqUZcuWUVZWRnNzM8OHD+fs2bOoq6vT1dUlYKT9+/fn3bt3NDY2CndgZ2cnKSkp4vafmZmJrKwshw4dYv369UgkEmFGsLW1RVdXl7S0ND58+ICBgQGHDx9GQ0ODYcOGER0dTUtLC+vXr8fExISenh4ePXokWoKysrKMGDECHR0dsbZYunSpcEdGR0fj6OjI69evCQgIYO7cuXz48EEQ2yUSiRjBGxoa4uPjQ2xsLJ6enmRlZYkgcf/+/WltbWX48OF0dXURGRkp2n0aGhpcvHiRiIgILC0txZvW6NGjOX36NElJSXR3dws+kaurK1+/fhU8q5UrV4qJ1adPnygvL2f16tXo6emJNUNMTAy3b9/m0KFDLFq0iMbGRpEpOnfuHMOHDxdvZ+Hh4Zibm7No0SLevn2LgoICOjo6uLq6Mm3aNJSVlUlNTSUpKUkE/fvG7KqqqnR2dqKpqYmcnBxnz54lKysLJycnJBIJysrKyMrK8vXrV3p6esSkb+fOnSxbtkzoXPrWHU5OTlhYWPD27VvGjx+PjIwMFhYW3L9/n/Hjx/Pu3TukpKQ4ePAgY8aMEWw1WVlZoqKiBIA4Pz+ff/75h0+fPgH/ba/q6Ojg7OxMRkaGIMr/+OOPGBoaoqKiIpRWbm5u2NvbY2xszIMHD4Qvsbu7m8ePH3P69GnmzZvHDz/8QE9PDydPnhRfcysrK0GYb2xsRCKRiHzj2LFjuXfvniCDf/nyBR8fHwYOHIi0tDSTJk3i5MmT3LhxQ8jhBwwYwPPnz2lrayMyMpJXr14JfMfSpUtZuXIlRkZGrFy5EikpKSEsNzU1ZdWqVbx48YJ3794hJycnFGAJCQkYGRmhqKjInTt3+Pvvv9HS0qKkpISAgAA+fvzI4cOH2bZtG8eOHePixYvcuXOH6OhoMd05duwYz549Q1dXl+rqahYuXIimpqZYR379+pWjR49y6dIlxo4dC4CjoyNGRkZoaWnR3d1NSkoKp0+fZtSoUZibm1NdXY28vDyTJk1iypQp7NixQ/hzt27dKkwafbL3cePGMWrUKJqbmwXz7fHjx1haWuLk5ERycjLXr18nLCwMV1dXnJ2duXLlCunp6WJVXVZWxowZM9i8eTOnT5/m/PnzzJo1i/z8fIFYkJGRISsrS0wDFRQUhKlh69atDBgwgLy8PDo7O7l06RIzZ84UK2AvLy9u377NwoULaWxs5OPHj1RXVzN69GgAgSTpQ2fIy8sLlE1XVxeGhoYcOHAAKysr9PX1kS4uxq2tjWPl5eJz3wrYADjdvcveP/8kKSmJDRs2oKKiQnd3NyoqKkRHRzN06FA0NDT+D05ld3c3GhoaGBgYcPPmTSEf75uITZgwAQsLC/H3ISEhwoAQFxfHrl27GDx4MO7u7qSmppKSkkJMTAyPHz8WsvOGhgauXbvGt99+S1VVFYMGDeLt27fU1dXh7OzMmjVruH37NvPmzWPGjBmcO3eO5uZm1q9fz9mzZ6moqBBTWjc3N3bt2kVwcDBxcXEoKCgwceJEsrKyyMjIoKSkhD179mBtbc2lS5c4ffo0p06dEpMuPz8/3rx5w7Vr1xg9ejSysrIiM6mnpydWxzk5OSgpKVFYWIiHh4do/gYHBzN69Gi2bt2Kl5cXpaWl1NXVUV1djY6ODkeOHGHLli04ODigqalJeXk5CxYsEOdDZWUle/bswdTUlMTERPr374+fn5/wm3p7e+Pk5IS9vT0mJiY4OzvT1NREQkICY8eO5dGjR0hLSyMlJUVwcDAJCQkcOnSI/v37c/DgQaZPn05TU5NAN/VNOyMiIhgwYAA3b96kpaWF3Nxc/Pz8xHkwZswYqqqqUFFRwdXVlY0bN3Ljxg0xEfXz88PFxQVFRUXc3d158eIFvb29PHr0SLAc/y0T/I/PyZMntzk4ODB37lwMDQ1pbGyks7OTqqoqAevr6elh4MCBpKSksHXrVrEqcXNzY86cOdy/fx8/Pz8SEhK4dOkSM2bMQE5OjmPHjpGeno6LiwvJycl4eXmho6ODjY0Nw4cPZ8aMGVy/fh0NDQ1GjBjB8uXL+f7771FRUSE+Ph4nJyfU1dXp7e1l7Nix1NXV8f79ezo7O5GWlsbIyEjQqUtLS/Hw8ODLly9kZGQQEBCAm5sb2tragib9/PlzXFxcMDU1ZdGiRbi4uFBeXi78iGvXriUxMZGLFy8SGRmJra0tVlZW6Orq8uzZM1JSUti3bx/e3t5s376dZ8+eMX78eHp6ejh79iyRkZGYm5vT2NjItWvXGDt2LEOHDkVNTU1ksPpGy32j4b///htjY2P++OMPysvLSUlJ4dChQwQHBzNr1izWr1/Pq1ev6OzsZPv27ejr65OdnY2VlRUNDQ3U1dVhaWkpQu+mpqZcu3YNCwsLpKSkBNU+JCSEP//8E319fSZOnIibmxulpaXExMQINERCQgLNzc0sWLAAZWVlvn79KgLAbW1tFBQUcOvWLb755htBpDY2NmbJkiVMnDiRtrY2Pn36RHh4ONOmTcPGxoZ58+ZRUVHBqVOnOHLkCO3t7cTHx4sLYlJSEkOGDCEnJ0esfJqbm4UXb9GiRUL+O3/+fHR1dSkrK+Pw4cN0dnbSv39/enp6sLKyEnnIiooKcanS1dWlsbGRfv36MW7cOPT09ESm6fnz51hbW3Po0CH++ecfwsPDuX37Nu3t7QCsW7eOQ4cOMX36dHHoFxQUsHr1ar58+YKHhwcaGhoMHDiQ/fv3i3yHhYWFOHTi4+OZPHkySkpKRERE0N7eLlYvHh4ePHnyhMGDB6OkpISzszOKiorikh8cHEx2djbTpk2jX79+3L59m9mzZ5OUlERycjK3b9/mxIkTbN68mY0bNxIZGcmpU6d4/fo1K1eu5M2bN9jb2/P27Vv09PRITU3lyZMnfPnyhY0bNzJw4ECio6NJSEiguLiYo0eP4ufnR3Z2NjIyMkRHR6OqqoqCggIAYWFh6OjooKGhwZ49e+jo6GDTpk20t7cLNIGRkRF2dnb4+Pjg4+MjguXq6uoUFBQQGRnJuHHjSElJoaWlhXv37hEUFMTTp0+Ji4tDSkpK4EROnTpFaWkpPT09lJSUsHr1asLCwujp6SEgIABZWVlu3bpFW1sbiYmJ/Pnnn7x9+5Y7d+7g5OSEsrIyGhoaSCQSkpKS2Lx5M/v27cPDw4OCggLBjMrLy8PKyop3795RUlKCiYkJ+fn5DB06lHv37tHd3S1+lyZNmoScnBxHjhxhw4YNJCcnM3v2bNGg6wu479+/n6CgIFpaWlBTUyMjI4OGhga+++47UlNTKSkpQVZWFmVlZUJCQkhISEBZWVmYHLq7u+ns7MTOzo5Hjx6xdu1aGhsbBYeyuroaFRUVbty4gYKCApmZmXR1dWFnZ4ehoSEvXrxg/PjxdHd3U6isjN2VK/gpKFDd0sJQ4ASQExGB5+rVhIaGkpGRwYsXL7CyshKt5KCgIPT19dHV1eXYsWMMGzZMZGn7XhQ+ffrEb7/9RkFBAa9evSIsLIyjR49ibGzMxYsXcXV1xd3dnV9//ZXLly8THBzMyZMnefDgAXfv3hVeTy0tLQIDA2lvb8fT05PAwEBGjBjB9OnT8fT0xMPDg5kzZ2JiYkJHRwc7d+6ktLSU7u5uYmJimDdvHt3d3Tx9+pQDBw6gqKhIdnY29+/fR1ZWlm3btmFtbU1nZycODg6YmJgwYcIECgoKkEgk/PHHH1RVVSErK8uWLVv49ttv2bNnDwMHDhQc0Z9//pnq6mo+f/6Mra0t9+/fp7GxUTR7w8PDuXXrFvfu3UNHR4ejR48KVJGcnBxycnIUFhaioqJCb28v//nPf7h69SobNmzg48ePFBUVYW1tjaysLC4uLrx//57hw4dz/fp1vLy8WLJkCRKJRPDa+tApW7Zsob6+Hk9PT3p7e3nw4AEjRowgPj5exGQKCwtFpKAPo1NfX8+kSZP4559/2LVrF7t376ajowNjY2N8fX35559/hNqsD3GjqqrKtGnTuHHjBqmpqfj5+TF48GC+fPnCzZs3iY+PR19fn+rqair/L/beNKzHvP//f7Rr33ftu/aSStKuSEXFDBODGfs6w8ww1mGssxgMhozdCGEsyVrJklQqlJT2RZvQnrbfjevoffy/967//es8DjdRHZ/O832+Xs/n49HQgIGBAc+fPxe6Rl9fX2pra9HU1CQ5Ofl/HLX/9vr55583ff311ygrK4tGmKqqKiNHjsTe3p74+HiMjY0xNzdHSkqKSZMmsWPHDurr62lqahKQxKFGY1tbGxoaGoJKPMRvGZosdHV1ISUlRVpaGtra2ujr67Njxw709PSYP38+BQUFNDc3Y2hoSGNjIzU1NdTU1NDU1MSjR48YNmwYn332GUVFRVy4cIHo6GgGBwfJzc1lx44dbN++XeQ1Dh06hL+/P9nZ2bx//57FixcDsG/fPt69e4e7uztSUlLo6+tz/fp1waHy9PQkPT0dT09Pqqurqa6uZvbs2Tg7O1NUVERycjKTJ0/GwcGBo0ePCoNAfn4+bm5uVFRUkJ6eLmr/kpKSKCgosHnzZnJycvD19aW1tZWNGzcyf/58QYevrKxk69at+Pv7C9Dr8OHDsbW1RU9PDzU1NTIzM6murkZdXR0fHx/U1NS4cOECS5YsQVFRkVu3bgmUyNCbXWxsrBCt6+joiFaYpKSkcJxaW1sjISHBhw8f+PjxI4WFhUIp0tnZSUlJCTdu3BDy6ba2Nrq7u/Hy8gJAWVkZPT09/P39efbsGZs3b0ZWVhY3NzcBiTU0NOTYsWMkJCRw8OBB4uPjRZkiKSmJU6dOERMTI4jtY8aMQUtLC1NTU3bv3k1ISAiWlpb4+PiQm5uLjIwM8vLy9Pf3i8nv27dvSUpKor29HXt7e1JTUwkPD+fy5cssX74cMzMzMjMzaWlpQUpKCjU1NfHQS0hIQFpamuDgYBFOnzFjBpGRkfT39/Pu3TtUVFTEw0BGRkbw2HJzc3n16hVZWVk0NTWRnp7OnTt3aGxsJDMzk5qaGg4ePMjg4CCzZs0S3s/vvvsOCQkJLCws2LVrF+np6Xz11VdIS0sLptGPP/6IhoYGtbW1zJ8/XxDbJSQk0NDQIDQ0lPHjx1NfX8+RI0eoqKggIiKCe/fusX//fsaMGcP+/fvR1dVl5MiRImQNYGRkRFdXFw4ODhQXFyMvL8/Dhw8F7Hf8+PEUFhayePFiPn78iJOTE3V1dezbt09MBeXl5dHS0sLT05O9e/fy2WefYWBgIKDFAwMDPH36lHnz5pGbm0txcTHh4eFkZ2ezdOlS/vrrL169esUff/yBh4eHCP8bGxtjZGREY2Mj33//PQoKCri4uFBVVcXZs2cZGBhg69atTJw4ERUVFZSUlNi9ezdycnKMGzeOLVu2CNZYTEwM6urq+Pr6Eh8fT0REBIaGhsTGxhIRESHgsBkZGWhoaDBnzhwaGxtpbm4mLS2Nmpoaxo8fz549e8QLwYULF1BUVERFRYVvvvkGfX19LCws8PDw4Pr161haWor227x583B3d2fx4sWUlJTg7e2No6OjeOCfO3cOe3t7YmJiWLVqFebm5oKYPwQoHkL+WFpaUlZWhrGxMUePHhXWlm+//RYVFRVSU1OxsrLiw4cPnDlzhr/PnqV14kQ0GhtZZ2JCsIMDzyZN4vzgICoqKjx9+pSKigrBWBv6/e9XqAAAIABJREFUGjs6Ovjxxx8xNzensbGRrq4unj9/Lrhrz549IyIigu7ubgICAsjOzsbExARbW1uam5uZPXu2aA96eHiwY8cOqqqqmD17NmPHjsXPz08cVK2srETD/vfff8fd3Z3du3fzyy+/0NHRwd69e7G1tWXDhg3/B5lSXFxMSEgI7e3teHp6kpOTQ3Jysig0DP2OPHz4UCijUlNTsbW15ZtvvuHJkydISkpSWFhIXl4et27dwtHREQMDA/HZu3DhAgsWLODhw4c4ODjwzz//cOjQIaH4MzAwQFNTU2BAmpubmTNnDg4ODowfP55nz56xc+dORo0aRU1NDRYWFhQUFHD9+nVB+x+C68bFxfHtt9+Snp5Oc3MzmzdvZt++fdjY2JCSkoKuri4SEhK4uLjQ09PDgQMH2LZtGy0tLcjIyPDu3TsePnxIR0cHfn5+vHr1CldXV7y9venr60NBQYGDBw9y5coVgoKCyM7OZsKECXzxxReUlJRw69YtamtrAejv72fx4sW4uLggKSmJoaEhmpqaXL9+nZaWFrS0tPjw4QMqKiq4ublRWloqcqdaWlps376dY8eOERcXR01NDSoqKjg7OzMwMMCYMWOIj4//30Ttv71Onz69aWjVNARJbGtrQ0ZGhtbWVpSUlBg5ciQA79+/Z/Xq1ejp6SEvL4+rqytVVVUsWbKEf/75R4yCc3NzMTIyIj09XRx0ysrKWLZsGSNGjODx48cUFhYydepU0aaztbVl06ZNLFmyhIGBAa5fv87YsWN58uSJaBROmTKF9+/f8+DBA3x9fYmNjcXT0xMFBQU+++wz9PT0iIyMpKysjLS0NGbOnElPT48wG0ybNo2FCxcKVcatW7d48uQJV65cQV1dnby8PPz9/dHR0cHLy0u0OYcOsU+ePOHXX39l9+7dZGZmIi8vT1NTEw0NDQwbNoyoqCixImpoaGDhwoUkJyezfft2Wltb2bBhA+Hh4WhqanLr1i2sra0xMjKivLycyMhIpk+fTnl5OUeOHCEyMpLBwUHRlLp//z6//vorg4ODNDc3o6uri4eHhwAUDxs2jPT0dFHHj4iI4OHDhxw7doz79+9z7NgxNm3axK5du4iLi0NLS4vXr19z9epVFixYwKNHj/j06RNBQUEYGBgIkGxycjK+vr788MMPjBo1iuLiYubNm0diYiLv37/H0dGRoqIiMjMzhbB3yIs3ffp0GhoauHDhAvPnzyc3N1fImDMyMmhqauLJkyc0NzcTERHBjBkzGDlyJH/99Ze4we7fvx99fX08PT2ZO3cu1dXVNDU1MWHCBMzNzcnPzxd8JSMjIzIyMvDw8GDfvn3IyMgwbNgwgQB58uQJDg4OGBsbs379egFiXb58uYCp7ty5k7KyMhwdHVm4cCEfP36ksbGRYcOGYWxsTG5urph0DjVFR4wYIf7k5+ezevVqli5diqWlJRERETQ3N/PNN99gZ2dHc3MzN2/eZP78+Rw/fhx3d3dSU1MpLS3Fw8MDKysrLl26RHNzM6mpqYSFhaGjo4O8vLyAi06YMAEtLS2am5vFurW/vx8jIyNxyFRQUKCuro6BgQGcnJwwMjIiPDwcRUVFEhISUFVV5fnz55SXl+Po6EhNTQ3Ozs6kpaWJB093dzelpaWMGDGCDRs2YG5uTm1tLYODg+zZs4e3b98KrM3EiRNRVFSkrq5OMNKam5vJzMwUBRYlJSV++eUXwsPDBY/OwcEBR0dHwW5MTEwEICoqimPHjlFVVUVsbCwlJSU8efKEjx8/Mm/ePPz9/bG3t2fRokVCj3bz5k1GjRrFd999R3d3N93d3URGRmJgYEBBQQFHjx7FzMyMjx8/0tvbi4eHBytXrsTT05Nz586hpKREWFgY4eHhTJw4kXnz5tHd3S0o+UPGBDs7O27cuEFYWBipqakoKioKTM7hw4eZPn06zc3N4jM1a9Ys5s6dS39/P3///TehoaFcuXKFadOmCQ5ibGwsXV1dbN68WUQHVFVVxURm7NixJCcnC6h0QkIC0dHRtLe388UXX/Dy5Uv8/PyQk5OjoaGBlStXMn/+fIqLi1mxYgXVzc2M+v57aoKDafL3pxwICQkRlgwJCQlyc3O5fv06+/fvx8LCghEjRuDs7MyDBw8ESmXTpk1YW1szODiIoqIirq6uVFZWIicnR0VFBbKysqirq1NSUiIsFGpqanR2dmJkZISbmxvLli0jJSWFlJQUVq9ezc8//4y3tzd79uxh6dKlAnMyxJ1MSkqiqqoKSUlJRo8ejba2NioqKsTGxgrjjJ6eHm1tbcKhOmzYMAHetbS05Ny5c+jq6uLm5sbYsWPJzs4GYPTo0YwYMQJLS0v++ecfJkyYgJ6eHk+fPhVIHj8/P6qqqmhoaCAxMRFnZ2eWLVvGy5cvGTduHPHx8aJJPXXqVBYvXoy8vDxXrlxBX18feXl5oqOjmTJlCr6+vgLv09jYiI+PD8uXL8fb21vYWSZPnoyFhQXe3t7Y2dkJ48yIESO4ePEivr6+vHjxAl9fXxobG1FTU0NbW5tr167x6tUr1qxZI9BA06ZN48iRI1y5coUpU6awe/duiouLiYiIoLq6Gl1dXdTU1EhMTKSqqgp5eXkRPSkoKKCwsJBJkyahoKDAmDFj6OrqIjo6mrq6OpYuXUpsbCwxMTEoKiqirq6OgYEBmZmZvH79mpiYGL744gvMzMy4e/cuHR0d7N69G0tLS8Fp+1/r87+8Nm7cuGn69OmYm5uTnZ1NZGQkysrKHDx4kJycHL788kvu37+PiooKRkZGTJs2jalTp7Jq1SqmTp0q1gsVFRViJTHEKCorK6OlpYXvv/8eKysrAgIC0NTU5P79++LfPXToEGVlZTx+/Jhp06ahqalJWVkZvr6+7N+/n+XLl+Pu7k5dXR1XrlwhICCALVu2CIhjfHw8Dx8+JCcnR8i9c3Jy2LVrF3V1dcjJyWFiYgL8xzNXWFiIhISEmPSsW7cOBQUF2traqKqq4uuvvyY3N1c0lJSVldm6dSs//PADtra2pKSkYGtri5OTExUVFQwbNowVK1bQ1dVFTU0NeXl5eHp6UlJSgqurq8BTuLu7i8yXrKwsJ0+epLm5mRUrViApKcmVK1cYO3Ysd+/excnJif7+fj58+MDNmzdxc3Nj3bp1vH79munTpzN9+nSh5Th8+DDv379n4cKFuLi40N3dzahRo9i9ezfW1tb88MMPpKSkoKamRlJSkmCowX+mKUNN0JMnT9LY2Eh/fz+JiYnixj1v3jxcXV2ZP3++gBqWlJQIRUpoaCiHDh1i5MiR4kGcmppKdnY2kydPpri4GDs7O44dO4a6ujpFRUVcvXqVt2/fYmlpyeDgoJgaXrp0iZMnT7Ju3TqBAVBWVhZA1iH59hDDbfv27RQVFVFdXS2o59XV1UybNg1dXV0KCwvx8fER67fx48eTmJgoDBAVFRXIy8vT29tLVVUV9+/f5+XLl1hbW4s1oa6uLuXl5cTExCAvL4+NjQ0vX77k3r17WFtbc/bsWc6cOYOUlBTFxcVcv34dHR0djIyMcHFxYeTIkYwZM4Y7d+6Ql5dHSkoKoaGhZGRksGLFCk6fPo23tzc1NTWEh4eL1UR3dzeampoCAFpQUMCmTZt4/Pgxtra2nD17lvz8fCwsLNi9ezfR0dHs2LEDgKamJuLj4/npp5+4f/8+Xl5egtg/hAhwcnKisLCQLVu2sHHjRq5du8bkyZMxNDTEx8cHJycn2tvbCQ4ORl1dnY6ODs6dO4e0tDT37t0jODiYgwcPEhERgYuLi3C5WlhY8Mcff3D8+HFu3rxJREQET58+paysDEtLSxwcHPDz86O9vZ309HRqa2txcHAgIyODgoICkpOTMTAwEO27ESNGiNiEo6Mj+/fvZ/r06ZiZmfHhwwcaGho4ffo0PT09guF08uRJgoKCyM/Px9HRkcHBQT59+kRsbCy//PILnp6ejB49muvXr6Onp8e2bduorKxkwYIF3Lx5k4MHDzJ+/HhcXV0pKCgQqImamhrgP5yqs2fPUlVVJT47dnZ2dHR08PHjR6ZPn46HhwdZWVm0tLQwduxYQbNPS0sjOjqa0tJSfv/9d+rr68nOzqa7u5v3798TFBREWFgYkZGRqKmpERUVJdr3kydP5s6dOwJoGxcXR39/P19//TX+/v5MmTKFqVOnoqmpycqVK9HU1CQxMVF4cH18fFi/fj05OTn4+PgIDEdcXBy3b98WkG1TU1OR/3z06BG3b99m8+bNJCcnU19fj4eHB8rKyuTk5HD16lUOHz6Mn58ftbW1REREoKioyI0bN/j48SMfPnwgLy9PoI82btzI5s2bATA1NSU+Pp5Pnz4xYcIEDh06RHNzM1paWrx8+RIZGRkqKyuprKykr6+PmzdvMmPGDDZv3syUKVMICQnh1KlTaGtrU1dXR01NDRUVFVhZWREdHS1W9U+ePGH+/PkkJSWhoqKCiYkJ165dw8LCgoGBATo7O9m3bx8RERF0dnZiaGjIpEmTWLduHQEBAcKMEBcXR2dnJ15eXpw7d068aGdnZyMtLc3ChQtpbW3FxMSEqKgopk+fztGjRykvLxfIlYqKCqSkpIiPj8fQ0BAzMzOmT5/Ohg0bePToEUuWLCEuLk6oENva2liwYAFZWVns27eP/fv3IysrS15eHq9eveLEiRO4uroyduxYNDQ0sLW15dGjRwwMDDB69Ghu375NaWkp7u7unDlzBmdnZ96/f8+oUaMYMWIEP/30E3l5edTU1CAtLc2iRYtwc3NDWlqawMBARo8ejY2NDc+fPxeA9N9//x0fHx9u3bqFs7MzsbGxwuayceNGjIyMgP/QIv79918SEhLQ0NAgJSWF3bt3c+bMGd69e0d6evr/OGr/7XXu3LlNEyZMoKurC3l5eTQ0NLh586YIgx44cIDBwUESExOFYLekpAQrKyvMzMz4/vvvhZbp5cuXvHnzRkhe1dXVxUO4trYWHR0d0tPTOXz4MLm5uZiYmLBgwQLOnTuHqakpxsbG7Ny5UwSgV65cybt37xgcHMTNzY3q6mrev38vTASPHz9GVlaW4cOHM3LkSDw8PPj06ZPw1U2dOlVophITE5k0aRK3b98mKioKgLdv37J//360tLSora1l69atvH79Gg0NDZydndHQ0BDB96EbbXl5OQsXLmTXrl0CdKivr8/hw4eZOXOmAN/GxMRw/PhxXF1d+fPPPzl27BgxMTHIycnx4sULZsyYwYcPH3BzcxMmg4KCAt6/f8/g4CCDg4O8ffsWLS0tfHx8mDRpEj/88AMfPnzg+fPnfPnllwDCS2hgYMCGDRsoLS1lwoQJfPjwgd7eXlJSUvDw8ODq1asoKyvT1dWFpqYmLS0t5Obm8uTJEzFpcXV1xdnZmbCwMK5fv05+fj6zZs1i7dq1HDhwAEVFRQICAkhKSuK3334jKyuL2NhYOjo6xENt6BC6a9cu5s6dS2xsLG5ubnzzzTc8ePAABQUFRo4cyc6dOykpKUFBQYHY2FiWLVvG4OAgY8aM4e3bt2hra+Pi4kJiYiLKysrIy8uLQ9+bN29EISAzMxMZGRl8fX2RlJTk2bNn+Pr6Ymdnh6+vL+Xl5dy8eZPOzk6ePXvGmzdv0NPTQ19fn/Hjx6OnpwcgpMV6enooKysTExPDv//+i4GBAVZWVnR0dHD06FFu377N1atX2bx5MxkZGRgbG2NjY0NpaSnNzc38/vvvTJ06VSAsOjs7UVJS4vLlywwbNozNmzcjKSmJkpIS+fn51NfX8+rVK65evSrgoAYGBjx69AgFBQXmz59PU1MTWVlZ3LlzB3t7e9TV1Tl37hxffvkl8+bN49KlSzx8+BAdHR2xIp88eTIzZ87ExcWFtrY2goKCqK+v5/bt2wQFBQGwfft2XF1dCQ4OZty4cbi6uoowOiC0ZPX19WzevJlZs2ZhamrK6dOnBcR2CB795Zdf8uHDB5SVldHX1xdv20O4mO7ubmbMmMGZM2e4dOkSY8aM4dGjRyxYsIC6ujoKCgrw8PDA3d1dqLIkJSVRVFRkzZo1KCsrCx5iRkaGYFRpa2uTmJiIt7c3586dE2w2PT09NDQ0aGtro7m5GWdnZ27cuIGjoyO6urosWbJEHBi1tLRwcHAgPz+fZcuWMWnSJJKTkykuLqa2thYlJSVaW1sZN24cM2bMIDMzU6xeZ86cSUJCAsbGxowZM4ZJkyaxevVqXr16xbfffsvevXsJCwvDx8cHOzs7Ll68KDhzg4OD2NraYmFhQVdXF9OnT+f169dCHzQE3y0pKaGgoICIiAgRPRgi82dkZLBlyxacnJxoamrCysqK+Ph4FBQUKC0txdbWlsrKSgF8lZaWZsSIESgqKhITE8OkSZNwc3Pj6dOn/Prrr8jJyfHo0SO0tbXZtm0bP/zwA/7+/ixbtoyVK1fy9u1bZGVl6e3tpbKyEkdHR3bt2sXt27eFhu/IkSN0dnZibW1NW1sbCxcupKenhydPnrB48WLKysoYPXo0VlZW2NvbExcXR3x8PCYmJpiZmRESEkJKSgptbW1ERUXh6OjIkydP0NXVxdTUVGQah3KREydOpLq6msePH+Ph4UFjYyOdnZ3U1NRw+/ZtrK2t0dfXx8jISERFXFxcKCsrw83NDSUlJUxNTXFxccHX1xcdHR2KiopobW0lNDSU4cOH09LSgoSEBC0tLVy7dg07OzsAfvnlF/z8/NDR0SEkJESwGy9duoSHhwdjx44VbMNdu3Zhb29PbGwsampqGBoasmHDBjw8PFi2bBkxMTFkZWVhYmJCQUEBxcXFjB8/ng0bNqCoqMjSpUspLCykpKSE5uZmoaCqqqoiISEBNzc3BgcH6e7uFrGkIQair68vPT094uX57t279PT0sGrVKqytrdHU1GRwcJD9+/dz/fp1cnJyGDFihFh13r17l4GBAfLy8ggPD/8/DMSjR48iISFBTk6OyJ8PDQnmzZvHtWvXcHZ25smTJ8yaNUs4co8cOfK/idp/e61Zs2bT/PnzRfahp6cHOTk54QmLjIzk7du3REREoKSkxOnTp4mLiyM6OlrogTo7O7G0tOTdu3dMnDiRlJQUQTeuqanB0NCQ9vZ2fvnlFxISEqiursbT05P29nbWr1+Pk5MTX331FZqamkRFReHn58ft27eRlpbmypUr5Ofni4mElJQUO3bsQF1dnQcPHgi325DfsK6ujhEjRmBmZia+nkOHDhESEsKlS5fw9PTE1NSU5ORkYmJikJWVJSoqiqamJuzs7EhLSyM7O5uXL1/yzTff0NfXJ8jlVVVVeHl5icZgaGgoSkpKdHV1cfHiRR48eCDCvGpqajx8+JDy8nLmzJlDRUUFqqqqIkNQVlYm3pxGjRqFpaUlp0+fRkJCQjQJMzIykJeXFxRyc3Nzzp8/T2lpKX5+fiQlJXH06FGRhcnOzmbWrFmoqalha2uLlJQUCQkJODs789VXXwlNWGZmJmVlZUyePJlFixYhJSUlRufFxcX4+PiQnZ2NlJQUeXl5mJiYEBQUhLe3N3V1dezcuZOrV6/y1Vdf8ejRIx49ekR+fr6AJK9cuRJpaWlcXV15+PAhTU1N4tC7ZMkSJCUl+e677zAwMKC3txdPT0+sra3x8fGhq6uL9PR0li5dCkBHRwe1tbXk5ORQWFiIoqIiHR0dlJaWilydubk54eHhjB49GklJScFfGnIrenh4MGfOHOGbNDU1ZXBwEElJSZ4+fSqI+aqqquTk5AhB+pgxYxg9ejRSUlJUVFQwa9YsFBQUsLa2pqKiQhxAIiIiBEeroKCAoqIizp8/j6ysLFJSUtTU1KCqqoqUlBQHDhxgYGCA0NBQPDw80NbWRkdHB11dXV69ekVeXh7x8fFUV1ejqanJx48f6enpYeXKlZiYmODn54eKigqNjY1UVVWhrq6OsbGxWLGPGTOGjo4O9uzZw7lz56isrBRrBnt7e+bNm0dcXBxpaWniQXnq1Ck+ffpEamoqY8aMISUlhdzcXNavX4+trS379u1j5MiRhIaGkpqaipKSEhoaGpibm2NoaEh1dTWjRo1i27ZthIeHo6+vLyjsTk5OdHV1MTAwQF1dHVOmTGHMmDHs3LmTP/74g9LSUg4dOkR0dDTy8vIYGRnx8eNHTp8+TVZWFnl5eSQlJSEjI4Onpyf3798XP/f169fzxx9/CIPAkCB7+fLlbNiwgcjISB4+fEhtbS2jRo2isrKS/v5+ioqK6OnpERODiRMnsmPHDsFBa21tFfc9HR0dEe7PyMhgypQpNDU18fz5c5qbmxkzZgxpaWkYGxsLgCrAqlWr0NHRQUFBgZaWFvbt2yc4lCtXrsTOzo7w8HAyMjJ49+4dw4cPJyUlhVGjRlFaWsqePXtobGzkxx9/FLDxIftDW1sbfn5+nD9/XqzLZs+eTWBgIP39/SgpKVFcXIyfnx9bt25FTU2N6upqDh8+zJw5czAwMEBJSQkTExNKSkoIDAzEwsKCkydP8sMPPxAeHk5/fz+urq4cO3YMVVVVPvvsM/Lz84mMjOTx48d0dnaio6NDXl4e69atY+XKlXh4eNDS0sK9e/fIz8/np59+4uXLlzg6OiIhIcHTp08JDAykvLwcSUlJOjs70dbWpre3l9GjRwseoZycHBERERgZGbF9+3bCwsK4f/8+Dg4OGBgY8OzZM1pbW1m7di3R0dGYmZnx999/c+jQIerr61FRUaGyslJM8/z9/VFXV+fVq1fU19ejq6tLfn4+33zzDXfv3qWuro7g4GBu3rwpslSVlZW8ePECbW1t9u7dK3h4KioqwsHq7e2Nv78/8vLyYhP03XffsXjxYqqqqnj37h35+flISUlRVVUlSl2Wlpb89ddf4p7y999/C6PKqVOnCAkJITQ0lN27d2NhYcEXX3zBsWPH6Ovr4+XLl/z6669ERkaSmprKtm3bkJOTo66ujlevXvHq1StsbW3Jzc1lxowZXLp0CTk5OVxdXYWp4Pz588ydO1c4X9+9e0doaKiIrFhbWwuuYm9vL97e3nh5efH+/XsAxo0bh5aWFlJSUmRkZKCrq0tubi4bNmygoaGBhoYGmpubcXV1RU5OjsDAQExMTBg1ahSysrLi96GmpuZ/B7X/9kpISNjk5+fHoUOHhG6poqKC4uJimpqayMnJwdvbGzc3N3Ho0tDQ4P379xgYGODi4oK6ujqbN2+mvr6ewsJCFi1axPv370Wu599//yU4OBg3NzcsLCyQkZGhpqaG8vJy4WYcNmwY9+7d49mzZxgbG7Ny5Uo+ffrEiRMnhEZIR0cHAwMD0tLSKCkpwdbWVtSQvby8xM0pOzubgYEBrly5QlRUFL6+vqipqdHb2yu+Hz09PU6cOIGioiIAN27coLa2lrCwMAIDA3F3dycqKoqxY8cSGhrKhQsXkJSU5MCBA5SUlKCoqMihQ4dEtX7y5Mk8efKEkydPsmzZMu7evSsmfM+fP0dbWxsHBwdUVFTo6uoiKiqKgIAA2trauHfvHuPGjcPMzIzk5GS+/fZbjh8/Tn5+PsOGDUNDQ4Ouri4RtHZwcODmzZuEh4czY8YMSktLRTPUz8+Pzs5OXr58KQ56JiYmKCkp8dtvvxEZGUlPTw8qKiqcOXOG69ev4+XlxePHj/nuu+8wNTUVYvmBgQEmTpxIamoq7e3tdHR0iOmlk5MT+/bto7S0lOvXr5OVlQXAixcvqKqqorq6Gi8vL8LCwsQ6yNfXV7SLt23bRl1dHSoqKsjIyDBz5kzhCO3r6yM9PZ3W1la6u7vx9vZm5MiRyMvLM27cOBITE7G2tqalpYXa2lp6enrw9fXlzp07Al9RUFBAR0cHhw4dYtGiRZiZmfHmzRv6+vrQ0tKitLQUDQ0N+vr6UFdXR0FBgeTkZN69e4eSkhL79+/H0NAQa2trlJSU2LVrFw0NDURERJCUlISSkhLa2tooKioKubSpqSk6Ojr4+vpy48YNQkNDuX//PgcPHiQqKgpDQ0McHR15+vQpHR0dzJw5E3V1daZOncro0aMxNjbG1taWuLg44VM0Nzenq6uL3t5edu7ciY6ODsbGxri4uDBr1iwuXrxIWVkZqqqqrFu3TnyP69evJzk5merqaqFrk5WV5YcffqC2tpaGhgZiYmLQ0NBATk6Ozs5OEhISMDExwcbGBgcHB27dusW5c+dQU1Nj2bJlPHv2jLNnz7J8+XJevXrF+fPn8fb2ZnBwkEePHjF16lQ+fvxIcnIyZ86c4datW7i4uLB+/XrWr19PZmYmDg4OYrp99epV1NTU6Onp4fLlyxQVFbFmzRqGDRuGpaUlt27doqGhgVmzZomcVGFhIXZ2dgQHB/PZZ58xf/58UlNTCQoKEnLusWPHsnTpUmbOnMnEiRMZNWrU0L1OlH1mz57NsWPHuHbtGq2trSxYsIC5c+eSnJzM8uXL0dDQEBMvOzs7TE1NKSsr49q1a7i5uREcHMzbt2+RlpbG39+fgYEBMeEyMjLCzs4Of39/NDQ0uHjxIps3byYkJETYN549eyYMBuHh4eTm5qKvr098fDxOTk6UlpYyd+5c8vPzBTR4SOH26tUrDhw4QF9fH+7u7mLN2tjYiJOTEz09Pdy6dYuMjAzGjRuHt7c3ubm5HD58GGVlZZSVlcXv2evXr/H09OTZs2fY2Nhw+vRpzM3NUVBQIDMzUwCsb926hYSEhCh8qKioMDAwgLOzM15eXuLFxcfHh6KiIgICArC2tqa5uRk5OTnU1NRobW1FUlISWVlZli1bxo0bN7C3t8fGxoaIiAgCAgL44osvyMrKQkpKCllZWZydnVFVVWXt2rUEBATwzz//MGfOHAYGBiguLqaqqopr166hoqLCr7/+ytu3b3n8+DG//fYbmZmZzJ07l9evX1NaWoq/vz8LFixAQkKChQsX0tzcTGNjI1JSUmRnZzN9+nS0tbWRkZHp/CQDAAAgAElEQVShsbFRoH6cnZ1JTU3l06dPPHjwAFVVVbZs2YKysjJ9fX1kZmZSUVFBSkoKY8aMwd7enoaGBkJCQnj16hU+Pj6EhYXh6enJvHnzuH37NgsWLCAoKEjk7Tw9PTExMUFLS4vGxkaSk5NxcnJixowZFBQU0NPTQ0xMDElJSZw4cYKMjAwBjHdwcODt27fY2Nigo6ODjIwMn332GW/evMHLywtFRUXOnTvHnDlzePXqlSj7DWE3pKWlsbe3F6YPWVlZAgICaGhooLCwkISEBKKioli5ciWhoaEkJiayZs0aoeIbikYM2UmG7snv3r3jzp07TJ06ldraWp4+fcqmTZvYsmULHz9+JD09/X+tz//2io+P32Rra8utW7eorKwkNTUVV1dX5OXlUVFRoby8HBsbG6qrq6mtrcXFxYXQ0FBu3ryJoaEhvb29ZGdnc//+fSZNmoSPjw9KSkosXrwYTU1N2tvbmTVrFpcvXxYPT2lpafr7+5GXlyckJISRI0dy8OBB2traiIiIwNPTk8OHD9PZ2Ul4eDg+Pj7cuXOHzMxMLl26xNWrVyksLKSnpwdtbW0kJCTo6Ohg3rx5IlybmprKihUrqK+vJy8vj4KCAiZMmEBWVpb4MMnLy4vJ0evXr1mzZg1z5szhp59+wszMjBUrVhAWFoaMjAzTp0/n888/p6GhgTVr1iAtLY28vDyrVq1CXl6eb775hu3bt/Py5UvU1NQ4c+YMYWFhODo68ujRIzQ0NETeKicnB39/fz7//HOWLl1KTEwM58+fR1VVlUWLFgEwYsQIWltbuXLlCvX19Xz++edkZGQwMDCAtLQ0+vr6pKSkUFhYyMWLF5kxYwZ3797FwcGBYcOGYWVlRVZWllD2ZGZmMnLkSD58+MD48eOxtrbm6tWrJCcnM378eKqqqrh69SoBAQEkJyeLdVBubi7Tpk3j/PnzVFVVYWRkxJ49e+js7ERTUxN1dXW+/fZb5OTkBGdu6FA81DS8cOEC+vr6XLlyBU1NTZydncnOzsbFxQVdXV22bt1Ka2srYWFhqKmpIS0tjZeXFytXrmTVqlV0d3czd+5cfH19KS0tZcaMGdy+fRt7e3vGjRuHu7s7V65cEQfSoebZp0+f2LlzJ9nZ2WRkZAh3X1RUFLGxsSQlJTFnzhyMjY0xNjampqZGNF/37NmDjY0Nly9fFniPwMBAGhsb0dDQoLS0lGHDhhEdHS2C+EPOUV1dXfT19Xnz5g2jR4+mrq6Oy5cvs3TpUmpra4mLi+PWrVsoKCgQFBREY2Mjd+/exc/PDzU1NU6ePImqqio2Njai4RoUFMSWLVsoKirC09OTWbNm0dXVhbGxMWpqarx48QJzc3OysrJob2+npaWFrKwsvv/+e1pbW8UUSENDQzDfuru7UVJS4vbt29TU1NDf38/x48dF1m/8+PHcvHmTjRs30tHRQUlJCZ9//jlJSUncvn0bDw8PiouLmTZtGoqKiqLZNlT/19fXx87Ojjlz5pCTk0N6ejo5OTn4+fnh7u6Ouro6mZmZLFy4kMuXL2NlZYWkpCQbN27EyckJZ2dngoODuXTpkuBGDWUD4+PjcXBw4PLly+Tm5nL06FEKCgr+j+kiODgYDQ0NAO7evSsYhu7u7mRlZREcHIy5uTnr168XfK+goCBaWlrIyMhAXV2dnTt34u7uTnt7OzNnzuTHH38kOzubp0+fMnr0aPLz8zE3N0dOTo59+/Zx/vx5WltbcXd35+TJk6J1d/fuXfLy8jhy5AiDg4PAf1RzMjIyGBgYCASIhIQEgGhU6+rqipVmT08P3d3dVFVVERgYyMDAAAMDA7S0tBASEoKpqSnDhg0jIyODmzdvsnbtWvHSlJOTI0Ldz58/R1JSUtwnzp07x7Rp0zhx4gS6urr88ssvaGtrExsby8yZM1m/fj0uLi4i6+Xm5sapU6fENmXdunXCaJKenk5ISAhLliwRTfzKyko+++wzMjMzRRh+cHAQa2trLl++zJQpU3Bzc6O+vp43b94IdZi0tDSrVq1icHBQMO62b99OWlqa0AmamJiQm5uLjo4OAQEBjBo1itOnT7Nw4UIaGhoAMDAwoKamhtTUVLy9vZGQkMDX15enT5/y/v17Pn36RFxcHG/fvqW0tJRFixbR1NSEjo4OdnZ2PH/+nMLCQjQ0NMjJySEgIECIz9etW8edO3fo7Oxk165dHDlyhMTERKqrq0UE4+eff0ZHR4eJEyeK58CjR4/Ys2cPhYWFREdH4+3tzbFjx5g6dSo9PT3o6uoSFBREdXU1v//+O9HR0Zw9e5Y1a9aQmpqKsrIyJSUlYlo+tMkZajwnJydjZmbG2bNnefDgAV5eXnR2dgpdnJKSEkeOHOHw4cOcPn2a0NBQ+vv7/88K29LSko6ODszNzfH398fa2pojR47Q19fHmjVrcHFxYf/+/QQFBbF3716+//57fv75ZyoqKigvL+enn37C0dGRvr4+hg8fjpSUFPPnz6e/vx8HBwcOHz78v4Paf3vFx8dvGrrB9vb20t7ezogRI9DS0kJFRYXFixdz6tQpnj59ipeXFw8ePODDhw9MmDABNTU1du7cSV9fnwCw9vb28ubNG7799lvq6+tRVVXlu+++4/Dhw9TV1SEhIUF9fT1WVlaUl5djbGzMjBkzmDdvHrKysly6dImGhgbhsvvtt984ceIEb9684d27d0LbZGdnx8uXL0lLSwNg4sSJIv/16dMnjh8/LnIAQxw1MzMz9PT06Orqor29neHDh2NgYIChoSEODg5YW1ujrKyMjY0NHh4eorJfUFCAqqoq3d3dxMfHY2VlRWtrK1ZWVjg7OwP/gaMeP36cn3/+mWfPniEtLU1FRQWNjY0MHz4cExMTvvrqK/7991/09fUJCgpCQkKC1tZWKisrMTExYdKkSXz8+JHu7m5Ru581axY6OjoMGzaMd+/e0d/fj4SEBCEhIWRmZhIRESHgxH5+fmhqatLY2Mg///xDbGysqGwHBgYyZcoUZs6cSWNjI42NjaioqNDT00NhYSEeHh4kJCTQ3t6OhISEEE83NjYKwOFQ6NbHx4fhw4djZWXF6dOnhbrr6dOnjBs3jmXLljEwMMDatWvZunWrWDvNmDGD9+/fY2hoKPJsHz58EJMIa2trvLy8RHtSQkICeXl5mpubCQsLw9ramnPnzhEcHExdXR1//fUX165d48qVK1RWVjJ79mxyc3OxtbUF4PHjx8ILGRgYiIGBgcAkhIWF8fjxYwIDA4WXMjc3FzMzM1xcXHj8+DFbt25l7dq1DB8+nOTkZLHKbGlpYfbs2axdu5ZPnz5x5swZLl++TFJSEl9//TXFxcUEBQXR0dFBe3s7cnJyzJs3j6ysLJYvX05OTg6urq4MDAzQ0NCAnJwclZWVrFu3jtOnT/Prr7/y7NkzlJSUOHHiBFJSUmzfvp2EhARkZWUZO3YslpaW2NvbExYWRk9PD0FBQZSUlAjkiLy8PHPmzCE5OVkwwezt7dmxYwehoaH8+++/aGpqinXtjz/+iKamJmpqamIV1traysiRI6mtreXUqVNitfTdd99x+fJlduzYwcmTJ/n06RMXL17kwIED6OvrU1payqVLl6ioqGD79u1CwN3b20t4eDg1NTUkJCSIyXZ+fj6ff/4527Zt49ixY4SHh/Pvv/9iaGhIc3MzcXFxnDx5kjFjxohpztB6bmgNt27dOiZMmEB1dTXt7e2sWbMGDQ0Nbty4IX4uQ1q5wsJCQkNDOXHiBLa2tvT399PW1oa0tDQaGhpISEjQ1NREU1MTNjY2oqX+999/U1hYyB9//MGSJUuwtLTkxYsXSElJceLECbZt28b48ePZunUrixYtYsuWLURGRhIeHo6lpaVAKgytiwMDA7lw4YLAFBkaGqKsrExBQQGrVq1CRUWFsLAw9PT0xAtpX18fwcHBDB8+nMTERAwNDZkyZYqARwM8e/aMgIAAdHR0UFRUZPPmzWzcuBFdXV2UlZXR1dXlwYMHACLrl5KSgr6+Plu2bOHevXs4Oztz8eJFHB0dUVJSAqCxsVFkGuPi4mhoaCA1NZUHDx4gJyfHmzdvxAvL0P89tCY7c+YMq1evxsLCgg8fPpCRkUFbWxvXrl1j0aJFGBgYoKioiLOzMw4ODlRWVjIwMMDq1atxdHTk7du3REdHc+vWLezs7Ghvbxf50qSkJK5evcrr169pa2tDQUGBqKgo9u3bh4uLC7t37xalqtGjR5OVlSXC7OHh4RgYGHDlyhVxqF6yZAlv3ryhp6eHFy9eEBUVRUVFBWVlZURHR2NnZ8e0adNITEyktrYWRUVFdHR0BF5KSkqKxsZGZGVluXz5MoaGhixfvhxFRUUOHDiAjIwMf/75J4GBgSgrK+Pl5cWyZctYtmwZxsbGlJaWMjAwgJSUFMeOHePYsWMCBG9oaEh9fT0bNmwQ+i59fX0GBgaoqKjg7du3FBQUcO/ePSZOnIifnx9SUlLs2bNHbDM0NTUpKChg165dAILpWVhYiLa2Nurq6jQ0NGBvby9e4FRUVLh27RqxsbHcvn2bt2/f0tHRgYyMDGVlZezdu5e2tjbxEuji4sL79+/F39fR0RF6xDNnzjBu3DgOHTr0vzLBf3sdPnx409KlSzEwMODdu3esXLlSBMvNzc2B/7yN7tq1C0VFRdTU1DAyMmLx4sUisDv0puHo6Iinpyfy8vKsW7cOa2trpKSk8PPzw8LCgtraWqKiojhx4gTR0dHo6urS2NiIsrIyDx8+ZN68eZw6dQo1NTVevnxJamqq+DqH1n8AGRkZPH78GC0tLYqLi8Uv/1DWaWhtGxgYyJs3b7C1tUVZWRkFBQW0tbWpqKjg9evXKCoqYmlpSWZmJsHBwRw5cgQNDQ0qKytJT09n1apVIhvR0dFBd3c30tLSrFmzhiVLlnD37l2qq6vZunUrERERVFZW4u3tTX19vfAturi4iFD6559/TlRUFM3NzRw9epRJkyYxfPhwJCQkuHr1qnDjrVq1Cnd3d3R0dFBVVSU1NZVx48aJN+HBwUE6Ojp49uwZDx48YMOGDejr6yMpKUl2djZdXV0oKSkhJyfHgQMH0NHRYfXq1URERGBhYUFRURHNzc2Czq2lpcXw4cOZM2cOjo6O6Onpce3aNSFff/36NVFRUUydOpUVK1aIlfSQY+/x48eUlZWxZ88e7O3t+emnn4iMjOT169ekpKSITFBFRQWmpqb09vaKDFd9fT3Ozs4cO3aMSZMmsWHDBgDOnz8PIES/r1+/Jj8/H2lpaVpbWwVIVkNDA1NTUyQkJLhx4wZLlizhp59+EliHwcFBnJ2dSU9PF5M2b29v8vLyMDIy4vLly2hpafHp0yd6e3sxNjZGQ0ODsrIy3N3dqa2t5eLFi0hJSWFqaoqbmxvq6uqEh4ejpKQkmrRD2JGWlhbOnDlDeHg4X3zxBSoqKsyYMQNbW1t6enpoa2sjLi4OU1NTxo4di5WVFXp6eigoKKClpSU4ZQ4ODpibm9Pc3MxXX33F0qVLkZCQYPXq1TQ0NJCZmcmUKVMAmDZtGkVFRdjY2IhJb0pKChcuXGDFihW8efOGYcOG0dvbS15eHsrKyuTm5gox9rRp06itreXhw4c4Oztz7949ioqKxEN+zpw5HD9+nO3btyMvL8+ff/5JZGQkWVlZrFmzBn19fWxtbcnJyWHbtm2sWLGC4OBgwsPDSUpKYvjw4URGRuLk5MSFCxfw9PQkPz8fRUVF5OTkBJpg4sSJvHjxAjk5ObZs2cKNGzdobm5GWVlZrNmamprIzc0VB43Y2FiRJ6yqqkJXVxc/Pz+OHDmCjIwMTU1N9Pf3U1tbi5qaGo2NjYwaNQpVVVVGjRrFixcvWLJkCRoaGixdupSGhgYkJSUZOXIkjo6OSEpK0tTUhKysLFu2bGHcuHE8evRIHBxOnDiBhYWFQJe0t7fz/fffk5ycTHd3N+Hh4eLeqKysjKysrBC+JyQkiDB/QkICWVlZFBcX4+vrS3NzMxcvXiQ2NpazZ8+yatUqkc2SkJCgtraWuro6xo4dy/bt25kwYQI1NTWsXLmSH3/8kfj4eJqbm5k4cSJFRUXMmjWLp0+fsnfvXh4+fMi+fftwc3NDWVkZLS0tFBUVGRgYEO7foYyyrq4uO3fuRFdXl5KSEvLy8ujq6qKlpYWCggIRfcnJyUFKSora2lqkpaW5fv06g4ODBAYGEh4eTl1dHe7u7qxYsYLGxkY+//xz/Pz8iI2NFVMjJycnzp8/Lw7ulZWVSEtLc+HCBe7evSuYa69fv2bUqFHs2bOHzMxMAV2NiopCW1ubCRMmcO3aNeFDLS0t5eeff0ZVVVUUvnR1dfHy8iIpKYmSkhI8PT0JDQ0F4O+//8bIyIiEhARsbGxobGzE19eXgIAABgcH+f3339m7dy9OTk68fPlSGHiioqIYPnw4RUVFLF++HCMjI9FWvn//PklJSSxfvhwpKSmWLl3K4OAgNjY2ojD17t075syZQ0BAADdv3iQoKAgfHx/+/PNPLC0t+fLLL5GTk+Off/5h165d/P3338LgUVFRQU5ODvX19axdu5a0tDQMDQ1FnOPrr7/GwsKCU6dOcerUKdzd3UlLS2P37t0sWrSIHTt2sHfvXmxsbHBxccHDwwOAixcvEhISQlFRESUlJVRVVfHzzz8zMDDA3LlzOXnypCgcHDt2DCMjI7KysgQF4sOHD4SEhGBtbY2xsTFfffWVAGP/j6P2/+M6fPjwpiEqs52dHX19fZiZmXHixAny8/OF0Hjnzp1MnDiRxMRE/P39xTpAS0uLqKgo0tPTcXd3R09Pj1u3bomW39DkSk1NjV9++YVJkyYhLy9PZmYmt27dwtLSksbGRnR0dHj69ClSUlIEBgayZ88eNDU1+fDhA4A4pP1/r9raWvr6+oiJiSEsLIzBwUFcXV2xtrbm06dPtLS0EBMTw759+8jPz+fTp0+kpaUxceJEAQ0cQnjs2rWLsWPH0tXVRVpaGn/88QcXL15EU1NTmBnU1NSwsrISYmhHR0emT59OWVkZmpqa2Nracu3aNaKjo3F1dcXIyIjbt2+LokR5eTmdnZ2MHz9eiMctLCxoaWlh8uTJ4uBaXl6Or6+vyIsNwSCtra3R1tZm+PDhGBsbi/C7iYmJKGtYWFhgZWWFvLy8UEzl5eXh4+ODlJQUBQUFTJ06FSsrK44fP05ISAijR4/mzp07tLe389dff1FUVMS3334rbsx1dXXo6OiIQ8gQZ25IJxIUFCSyOrm5uQJ/8fr1az59+sSPP/7IyJEjmTBhAhYWFlRUVNDV1YWkpKSAHw5BPiMjI7G0tCQ0NFQEW729vQVJe/LkyWhrayMnJyduZtra2uTn52NpaYmbmxt79+5FRkaGy5cvU1NTg6ysLDU1NULPUlVVhaWlJS0tLWKKZ2RkJHh/RkZGXLt2jREjRuDm5oazszMhISEUFxfz8eNHNDU1ef78Ob29vcyYMYOqqirU1NSQk5PjwYMHxMXFceLECQ4ePIifnx9paWk0NTVRUVGBq6srBw4cYOHChUhISFBeXk5eXp6QLNvb22NnZ4eysjIvXrzAzs6Ojx8/4uHhwePHj6mtrSUvL49ly5aJ7KaVlRWzZ8+mvr6eAwcO8OzZM+zt7VmwYAEXLlygr69PZPLc3Nzw9/cX5HMbGxsMDAy4fv26iBasXbsWW1tbGhoasLa2/n/svVdUlWnXrnkhSUCS5CBZUQGRLChIUhExogLmhIHPVBirtAyllqmMZaloWcZSMAdQAUFAAROIKAZQggQBBSRL7gP3ekbvHt391z967+799/jmkQeyBmutl/edz5z3fd0kJCTw9etXAQNuampCXV0dTU1NHB0dWb16NZcuXeLnn39m+fLlTJo0CQsLC4qKimhubsbS0hI5OTlhzMnMzCQsLIysrCwx1Zs4cSKfP39GWloaOzs7zM3NhUazV69eQluZn5+Ph4cHJiYm/PHHH8THx2NsbMyVK1eYMGECsrKyVFdX4+npKXR8SkpKfPnyhXHjxjFgwAA2bNhAr169KC0tZffu3ejq6rJw4UIeP37M7t27+eOPP5gxYwZr166lurpaXJO+vr7imt62bRtHjhxhxIgRlJaWCjddbm4uGRkZ2Nvbs2rVKgICAkhKSqKyslJoy/bv309SUhJDhw4VkXuSNAkVFRVKS0tZvHgxS5cu5ebNm6xcuZK7d++Sn59PZWUlbm5u1NfXk5SUhKqqKk+ePMHKyopXr15RW1uLoaEhVlZWFBYWUlNTw6RJk3j//j3nzp3D0NBQ3FfLy8tRU1Nj8eLFDBo0iGHDhpGXl4e/v7/Qj6qpqdG/f3+am5uxs7Pjw4cPrFq1CmdnZ1JTU7lz5w5r1qxhxYoVQgO5Y8cOqqurAcTk8tWrV1haWlJYWEi/fv349OkTFRUV7Nq1Cy0tLVatWiWuJ4kRZfv27cTFxaGnp0dTUxNnz55FVVUVVVVVjIyMhD5PkrBib29Pamoq/fr1E1O9u3fvYmNjQ01NDfv27aOxsRFLS0uBapKQDry9vQWs/c2bN6SlpXHq1Ck+f/7MpUuX+PTpE+7u7vTs2ZOPHz+ip6fHunXruHXrFlOmTEFHR4fU1FQcHR0pKioiPj4eQ0ND0Wz++OOPHD58mI0bN6KhocGjR49obW3lzz//xMvLi9TUVN6/f8+0adNwdXWld+/eTJ06lfnz54sNiKKiIk+fPqV37958/PgRRUVFwTO8fv061tbWKCsrM3bsWNra2jAzM2PYsGHcv38fGxsbfvrpJ8zNzVFRUaG1tZWZM2fy7ds3Xr9+zfjx48VkUSLr0NDQENpQb29v2traSE1NxdPTk9bWVvz8/OjduzfXrl0jODiYefPmkZqayuDBg7GwsGDkyJHY2tpSUFCAt7c3U6dOBcDQ0JDGxkZOnTr1bzPBP61NmzZt2rlzJ8rKyvj6+vLt2ze6detGSkoKjY2NYiplZ2eHvr4+qqqqVFdXk5yczOTJk8nNzeX+/fv89NNPAnY7fPhw4Ds6wsTEhNbWVkxMTGhpacHU1JQXL15w48YNAgICcHJyEjfkx48f89tvv3Hu3Dnq6+tFk/Yf1cOHD8nOzsbT05MNGzZgbm4ucgALCwu5dOkSxcXF7Ny5k5KSEpSUlJg1axa+vr5ERkYSFxdH9+7d0dTURF9fHxcXF8zMzIiOjmbKlCncv38fa2trAMrLy+nbty/Xr1+ns7NTCGm1tLQYMGAAFhYWlJSUiDiOzs5O7t27h5mZGY2NjXTr1o1Tp07h6+tLbGwsCgoKyMnJUVlZSWRkpNAESktLM2TIEBHP9eXLF7q6uli/fj2JiYmoq6uLtYKamhpWVlZ4eXkREhKCuro6nz9/pr29nTdv3uDv709BQQGFhYUsWrSI9PR0SktLhXA1Ozub27dv869//Yvc3Fx++OEHCgoKeP36tXBfSXQ9kggmfX19urq6qKioYOjQodTX17Nv3z4WLlzI169fhQNp+/bttLa2oqmpSU5ODrdv30ZeXl5oiVRVVbl+/ToqKiokJydjb29PS0sLly9fRkFBATc3NxQUFNi/fz/29vZcv35d5DLeu3eP0NBQ4QSbNm2aSK6QkNK9vb1RVFRETk6OS5cuYWRkhLGxMY6OjqSnp2NnZ4empiaysrICwFpbW0tTUxOBgYHs2LGDrq4uMjIyGDduHDt37mTSpEnY2Njw5s0bnjx5QkVFBba2tqJR09LSEqJrifPMyclJTGeCg4PR0tJi/vz52Nvb4+LiQnR0NLW1tZSXl1NVVYWBgQElJSVoaWmxdetWQkNDSUtLE2s2ySRWMhFevXq1mAwNHDgQfX19+vfvj6KionAM2tracvPmTWJjY2lra6O5uZmmpiZ69uyJoaEhUVFRXLx4kbt37/L+/XsBXR0yZAgBAQG0tLSQkpLCjBkzMDMzw8jICBMTEz5+/EhsbCxXr17lwYMHyMnJ4ebmhqKiImPGjEFJSYns7GzOnz8vItcGDBhAREQEM2fOZM+ePZw4cUIQ+AMDA9m5cyeLFi3C0dFRXCcfP37EysqKESNG8OHDB1paWti/fz/p6ekYGxtTVFTEu3fvyM3NZcCAAdy+fRsTExO+fv2KrKwsPXv2pK6uDgMDA+bNm4eTkxMpKSkMGTIEPz8/lJWVxcZAssrMzc1FTU2N5uZmDh8+TG5uLocPH8bf3x8tLS3++usvgoODcXd3Z/DgwWhoaJCbm4u8vDwODg68fv0aAwMDjI2NUVZWZsWKFaxYsYK5c+eiqqpKSkoKu3btwt/fHyMjI9auXYuVlRVz5sxBVlYWExMTGhoaxDoM4ObNmygqKrJy5UoiIyMJDQ0V+b7Dhg3j77//pra2lvb2doFsUFRURFVVlQULFuDt7U2/fv149+4dHR0dTJw4kcWLFzNp0iSioqKQl5enV69eJCUlce/ePYKCgkhPT6erqwsDAwNUVVVpbGykrKwMTU1NqqqqcHJy4l//+hcjRoygsbGR1tZWioqKKCwsJCgoiOLiYrZs2cLu3bvR19enrq6O2tpali5dyrt376irq+Ply5eUl5dz6tQpjh07ho6ODq6urkiyqIcPH46Hhwf9+/dnyZIl1NXV8fr1a969e0d+fj4xMTEMHjyYmJgYpk6dipSUFL179yYgIIDx48ezbt06Bg0aJFa5xcXFnDp1ipycHGRkZMjPz6dfv37IyMhQW1vL9OnTCQwM5OPHjwwZMgRTU1Nu3LgBgLa2NvPnzxfRfC9evCA1NVUkqigqKvL8+XPevn1LWVkZ/fr1Iycnhx9++AFzc3MOHDjAmjVr0NfXp7W1lZCQEAYNGsSdO3fEpH7r1q1C3+Xo6MijR48oKSmhrq6OkJAQ6urqsLe3Z9asWSxYsABLS0sGDRpEcXExkZGRjBw5kqdPn2Jvby8kPLKyssyfPx8pKU1PEOsAACAASURBVClqamooKCjA2dmZo0ePYmdnh5OTE/3796eiooIbN27g5+dHe3s7Z86cYejQocjIyKCoqIiCggIZGRn89ddfaGtr8+3bN8GENDIyQkVFhUOHDlFbWyuGQJLUFsk69MqVK/+oUZOSiDr/w/8oJRUPrOzq6nrxj37gv1DZ2tp2DRw4kLVr1yIlJcXEiRNZt24diYmJwHdCeHl5OT169GDbtm28fPmSnTt34u3tzZYtW7h27Rrt7e0kJiZy9epV5syZg6GhIfX19YLH9NtvvzFq1CgGDRrEhw8fxCTs4MGDdOvWDSMjI5ydnSkvL6dfv35s375drDb+aS1fvpzq6mpKSkoICwvj3r17LF26VDSJAPX19RgaGnLu3Dns7e0FUFQCLuzVqxfdunWjuLhYGA00NDSEWw1ARkaGqVOncuTIEaysrCgoKEBTU5PevXvz6NEjiouLRdRNXFwcb9++ZenSpRw5coTdu3cDkJ2dzYABAzhz5gwzZswgMTGRCxcu4ObmJnQ1ERERnD59mpkzZxIVFcXjx49pampi1apVwPdg5sbGRuE0srW1Zd26dZw8eZInT56IFcuuXbuYMGECd+/epa2tjejoaMaPHw9AXFwc3bp1w9nZmS9fvlBWVoaJiQm7du3i4MGDQoOxbNkyfv31V+bOnYuOjg4DBw7k0KFDAALS2NzcjL+/P0+ePBGi+qFDh+Lq6oqenh5Hjx5l8uTJWFtbs2DBAszNzYXQ+7+NwImIiMDIyEjkIl6+fJmIiAg6OjrIz8/n6tWr+Pv74+fnR25uLtu2bWP+/PkAaGpqUl5ejrm5OadPnxY5k8uWLWPlypXMmTNHTDYtLCyIj49HTk5OIC4ArKysKC0tZcyYMcTHx1NfX8+FCxeYPHmyyHE0NDRkyJAhnDx5kuLiYkaPHk3Pnj0FVPn3338nODhYZOe1t7eTl5eHlpYW1dXVvHr1Cmtra7Zs2cLQoUMJCwvjwoULfP36lUWLFgGwevVqZs2aJZhFxcXFFBYWUlFRgbW1tYBnbtmyBVVVVZYuXcrr16959eoV8fHxAOzYsYNXr15x7tw5Ojs78fPzw9jYmISEBH788UcASkpKePnypVjLSbR+CxcuBEBRUZHm5mZ27dqFjo4OxcXFAqkhmXjdunULfX19ZsyYweLFizl69CjR0dEiYeDUqVP07t2b8PBwRo8eLaaahoaG3Lt3D39/f7q6upCSkuLEiRPMnTuXRYsWsW7dOt69ewcgdHw+Pj6kpaXRvXt3evTogZSUFBcuXMDU1BQTExOxBkpISEBFRYU3b94QGBgIIHhs6urq5OTkEB4eLhA1Pj4+IsbKw8ODtrY2FBUVkZGRYcuWLeL6eP78OUpKSlhbW3PlyhU2bNhAY2MjsbGxHDp0iJ07d+Ll5cXPP//Mnj17KCkpwdDQkJqaGvr37w98101Krofp06dz9+5dPn36JBymbm5u7N27VyRI3L9/n/Xr1+Pt7Y2RkREABQUFeHh40NHRQUxMDBkZGezYsYPnz5+jrKxMUVGRYOWVlZWhq6vLsWPH+Pr1K2vXrgUQOslDhw4xfvx4EYLeu3dviouLsbOzo6WlhXHjxgHw119/ER0dzaRJk1BVVQUQLuf169ejoKDAp0+fRDxcR0cHampq2NjYiNzeuLg4Jk+eTHZ2NqampgAiH7OsrEw0wZmZmSQlJbFw4UIUFRWZM2cOGhoa7Nixg6amJi5evMjcuXPZv3+/uMaysrJ48OABtbW1dOvWjYSEBMaMGYOioiJOTk4kJyfz4cMHnj17xp49e7h+/brQrgLcuHFDJCfExcVhamoq3NwFBQVUVVXx/v17zMzMcHZ25unTpzx48AA/Pz8+fvwIIHAnVlZWPHjwgFmzZgGwf/9+oZ+eN28e2dnZGBsbo6Ojw65du1i3bh1HjhwBYN68eSK958qVK8ybN483b95QWlpKbW0tZWVlrF+/XnAzhw4dKrJtJROrzMxMsrOzhTFNUpKDn7y8PB0dHUhLS3P58mUaGxuZMmWKcGcDrF27FnV1dUJCQgRy5sGDBxgZGQkpybNnzxg2bJjQUF64cIGsrCx27twJ8N893yQHhU+fPonJ8JUrV8jIyJDiP6h/PFHbvHlzDrBv8+bNnps3b36yadOmhn/0g/8F6sSJE5vu3LlDdnY2VlZWLF26lKSkJN68eUNzc7NYOdrZ2TF06FD8/f1Zs2YNBQUFKCkp0dbWJlwulpaWGBoakpyczMiRI5k/fz537tzBxcWFT58+CUitJCjb1dWVoKAgbt++jY6ODtXV1SgoKPD69WtkZWX58uXLP34f8vLyWFhYYGpqKkCUlpaWvH//HgUFBVpaWnjw4AEHDx5k/fr15OTkcOXKFXr16kV7ezuXL1/m5cuXuLm5UVBQQE1NDW/evCEjI4PU1FR+/PFHcTrX0NBAT0+P1tZW3N3dRQqDsbGxACtK+D06OjrIysqSlpZGR0cH7969w8PDg/DwcNTV1Tl48CAtLS1YWVmhpKSEnp6e0Cw9efKE48ePM3jwYHR1dQXxHr7fFKSkpLh27RrNzc1ERUVx6NAhiouLkZOT48GDB/j6+gq3WGZmJk5OTly7dg15eXlKS0s5d+4cy5Yt4+DBg+LGbmJiwsiRI5k5cyYZGRns27dPiN4lmIO8vDz27t3LrVu3uHDhAikpKfTp04e+ffsKHVdVVRX19fUEBQUxYsQIVFRUkJGRQVVVVeAB9PT0aGhowMzMjNu3b5OdnU3v3r0ZOXIklZWV+Pr6Ym1tTf/+/endu7cQuL9+/Zri4mLOnDnDu3fvkJWVZcyYMTg5OWFqaoqZmRkBAQFs27ZNRJscOXKE1tZWJkyYILRqAQEBbN++nQMHDuDq6sqQIUNQUVEhLy+PPn36cP/+faKjoykrK2PZsmXY29sTHR1NQUGBEE03NzcLMrpET5WQkCA0J1++fEFfX5+UlBR8fHwEgDUkJITVq1eLh1dAQADx8fGieYiKiiItLU1wiSRolsGDByMvL8+TJ08wMzNj+PDhnDt3Dnl5eUaNGsXFixdpb28XANSVK1cyduxYnj17xvbt2zEyMuLWrVuUlpaKlAUJRHn69Om4u7vz8eNHAert2bMnmpqaNDQ00K9fPxHHVV5eTmlpKSoqKqSkpNDV1cXkyZNZt24dtra2aGlpYWZmRllZGZMnTxbTRiMjI548eYKUlBRqampoa2sTFRXFiRMn+PHHH3F1deWHH36gq6sLBwcHjI2NRULB3r17hVvVycmJzs5OgoODSUtLY+LEiaSmpvLy5Ut8fHxoaGggKyuL3NxcQU3X1dVl3LhxtLa2EhERwYYNG/jll1+EcUeyyurevTsNDQ3k5eXh6OhIYGAgbm5uZGVlsXfvXjHVNjU1xdLSkkePHqGrq4uzszPjx4/n119/xcDAgO7du7N9+3Z++OEHgaWIiYlhwIABHDx4kKKiIvT19Xn27BkTJ04UDaCLiwve3t4EBwcLx3p+fr6YvEvcmn/99Zf4e+vs7BTMwfLycvr3709+fj7h4eH06dMHe3t7/P39hZ5q7dq1eHh48PnzZ4mom5ycHAICAvDx8SEyMhJ9fX0sLS3p3r07V65cITExUeiCy8rKiIqKoq2tjSlTpoiM4KioKGxtbXFycmLYsGEsWrSI0NBQlJSUUFRU5KeffmLx4sXY2dlhbGxMZ2cnf//9NxMnTmT27Nls376dyZMn8/79e9TU1CgrK2PgwIG8f/8eJSUlzM3NaWhoQFFRUehT3d3d2bdvH4MHD+batWvo6+szduxYLl68yIwZM1izZg26urq8fv0aV1dXKioqiIqKonv37sTFxZGSkoKXlxcnT57E3t5eZII+fvwYZ2dnjhw5Qr9+/fDx8cHAwICoqChSU1Px8PDAwcGB8vJy5OTkcHBwwNLSkoKCAjIzM9HT02Pt2rVMmjQJBwcH1qxZI5qk0NBQPD09GTlyJGpqamRlZYnYRgcHB5KTk/Hx8WHAgAFiNaugoIC0tDRdXV00NDSIe4apqSnm5uaCXyfJfi0tLRXN/adPnzAwMCAhIYHbt2/j6uoqmI4DBw7k/PnzaGtr4+bmhpycHJmZmeJg2NTURFJSEl+/fsXa2pqsrCxxyJSYGvbv38+GDRsYPnw4VVVVNDc3c+DAAdrb27G0tKSuro7bt28za9Yszp49i5+fH7Gxsf9jV5+bNm36tGnTptObN2+WAY5v3rxZ5781bO3/uJP4X7T27du3SbLWGjp0KNXV1Xh5eREUFERQUBCvXr0SINfBgwcLvZOuri5eXl6oq6tjbm6OnZ0dzc3NlJeXExQUREdHB927d8fKygoTExO8vLwwNTVlyZIl9O3bl8jISBQVFamoqGD48OE8evRIrGP+/PPPf9SkGRsbC6dp3759WbRoEWPGjEFBQYF3796hoaFBSUkJRkZGyMrK8vTpU2F/19LSQk1NjdraWhITE8Xe/MiRIygrK4vJjJ+fHzNnzmTKlCn8/fff1NXVYWtri6Ojo1hB1dfXi9XJ/fv3aW5uZtSoUWzfvh1jY2NB8JeVlRX8taFDh9LS0sKmTZuETqCqqoo+ffrg4+PDly9fGDBgADk5OcTGxhIQEICvry8vX76ktrZWTDo8PT1xdHQkICBArCJ79uyJl5cXjx49IjMzE0dHR0aOHElzczMODg4i+qayshJLS0va29tJTk5mxIgRhIaGimBqMzMzcnNzhc7i3r17NDQ0UFJSgq+vLy4uLvz5559UVVVRXV0t2HnPnz9n3Lhx1NfXi2itixcvipPb2bNn2bRpE62trcjKyiIlJSVOvpJp1bBhw7h27Zpw7Ema7JaWFmJiYnj8+DE2NjbY2NgI3Q2Ap6cna9eu5dq1a1hbW4sGw9jYmI8fP2JiYiL0QhJ93I0bN8jKyuLQoUMEBgbS3NyMnp6eOCX279+fjRs30tDQQFlZGdLS0sjLy3Py5Elyc3OZNm0aWlpaaGlpYWRkhIuLi1hB5ufni0SHn376CQsLCzo6Orh48SKXL1/m6tWrwmTQ0tJCe3s7W7duRUFBgcbGRnbu3EldXR05OTkivLmtrY3Y2FjGjRsnVhIvX77k2LFjvH79mpqaGuTk5Jg9e7Yw5XTr1k2I+t+/f09wcDCqqqoipzEwMJDZs2ejrKzM06dPKSgo4N69e4SHh7Np0yZsbW05deoUkydPxt3dnT59+nDnzh3GjRsnGFlJSUkCH6Ojo4OioiL6+vo4OTlx5coV3r9/j6GhISYmJtjY2JCfny8OhFZWVuTl5bFx40aMjIw4fvw40tLSFBcX8+uvvwo3nKWlJQoKCkLbNWfOHA4ePMj27duZOHEi4eHhzJ49m6ysLPr06cOIESME5uOnn37iw4cP3Llzhx9//BFpaWni4+MZPnw4srKyuLq6EhMTg6KiIgD3798nNTWV3Nxc0tLSMDc35+TJk/z9998kJiZSV1eHrq4uJiYm9O7dmxMnTrBs2TL++OMPPD09UVZWxtDQkLCwMIyMjMQhasyYMZibmzNjxgzhILezs0NOTo7ffvsNZWVlBg4cyN69e9HQ0GD8+PFISUlx6NAhgdy5d+8era2tTJ48mefPn9PW1iac5iYmJsTExKCsrMySJUtEtrCNjY3Ixe3s7GT69OkMHTqUBQsWcO/ePQCGDBnCzZs3WbRoEVVVVYSGhvL27Vs6OztRUFBg0qRJxMTE0NraioqKCnV1dTx79oyffvqJgIAA/P392bNnj2ClzZkzR6QvpKenY2BgwOzZs2lvb0dGRoZjx46xZcsWysvLOX78OM7Ozpibm2Nra0tjYyO9e/cmJiaGQYMG0dbWxq1bt3j9+jURERH4+fkhIyODvb09iYmJhISEkJGRwcKFC0X6xNu3bwkICKCiooLo6GisrKyQlZVl7dq1vHz5Ei8vLywtLenWrRtTp05FSUkJHR0dPn36xPDhw0lOThY4pLt37wpDi7q6Ok+ePCE7O5uJEydiZGTEw4cP2bFjB2/evCEgIICqqipB5O/o6BCw4alTp2JjY0P37t3R1tYmIiICDQ0N8dw6c+YMoaGh9O3blz59+rB06VLk5OTo3bs369ev5+DBg9jZ2ZGXl4eMjAxTpkwhOTkZJycnobWVl5fHxsaG8+fPo6urS15eHg0NDVy+fFm4TT08PLh06RKDBg1ixIgRVFRUkJeXR25uLoqKilhaWtK/f39OnDjB8OHDef/+Penp6cyaNQtXV1e2bdvG3Llz2bp1K+rq6syfP59BgwZx4sQJHj9+zPLly1m3bp2Q0hQXFwvMieSZ80/wHN3+Mw2N1Pcn/DvgCLAEyJOSkpr+n3mNf9e/69/17/p3/bv+Xf+uf9c/q388UZOSkkoFtgD2QB3wB/AbELh58+bxmzZtuvU/65f8n1379u3bFBwcLILMJeJrCQZCWVmZpUuXUldXx9WrV9m9ezeHDh2ipqaG9vZ2bGxseP78OQ4ODjx8+JCuri6UlJQ4e/Ys+fn5lJaWUlRURPfu3cUaEhBAw2nTplFTU0OPHj3w9fUV4mt7e3uGDx9ORkbG/+XvLrHlDxgwAGdnZ3R0dDA1NaWyspK6ujouX76MkpISlZWVFBcXM336dBQVFbl69SqVlZUkJiayYcMG3N3dSU1NZcOGDcI2b2VlRVhYGGfPnkVOTk5karq5uTF8+HCxXlJQUEBJSYnm5mZWrlzJlClTcHBw4MSJE+jr6zN+/HhcXFwYOHAg8+bNQ15eHktLSx4/fkxYWBhz584lNDSUjx8/kp6eLlxXp0+fpra2lvj4eIKDg7l8+TLGxsYsW7ZMTDpyc3OZOnUqJSUldOvWDTs7O168eEFJSQlmZmbY2dlx69YtMjMzGTZsGDdv3kRPT4+ePXuKRIjr169jbGyMsbGxGM1Lwul9fHyEyy4uLo4lS5ZgYWFBaWmpiLNZsWIFLi4uQrhbV1fHmjVrWLlyJffu3cPCwoKGhga0tbUpLy+nvb2dVatWsW/fPoYNG4aSkhJ79+6ltLSUkydPUl9fj5mZGcnJyWzcuFEIT6dPn05lZSUTJkwQkUry8vLIysrS3t6OlpYWy5cvp3v37owbN44ePXrw8uVL+vfvj42NDTt27KC4uJhevXqhqamJtrY2kZGR9OvXj8uXL1NRUcGBAwfYtWsXHR0d+Pn5UVJSgoWFBenp6WRnZzNs2DBsbW359OkTurq6fP36ldDQULEm7Ozs5M6dO1y5cgVNTU0ePHjAsGHDMDQ0ZM2aNQQHB4uJQUNDA69evcLZ2Zm+fftiaWkpMkhHjx5NSkoK9vb2nDp1in/961/Y2toSGBhIeXk57u7u6Ovr4+HhwcaNG8nLy2Pr1q0sWrSIwMBARo4cSWtrK9bW1ty8eZOjR48ye/ZsKioqhMgb4NGjR6irqwuCem1tLe/evWPmzJn079+fMWPG8Pz5c6ytrcnMzCQ0NJR169YxYMAA4Srctm0be/fuJTU1lQULFpCbm4u0tDStra00NjZy+fJl4VQuKirC0tISGxsb2traRJh4S0sLjx8/xsDAAENDQ96/f091dTWDBg2iZ8+ePH36FBMTE/T09NDQ0BDTuIiICJYtW0ZwcDCenp44OzszY8YMGhoaeP78OXZ2dsjKytLV1UVlZaWYvrq4uPD582cA+vTpg46ODjNmzBCB2bNnz+b8+fNERETw8OFDzM3N6dGjBwUFBaxfv5709HSOHTuGhoYG1tbWqKurc+vWLWpra5kwYQITJ05EXV2dv//+W0yeXF1dhdtOVlYWZWVlDh8+zKtXrwgJCaF79+4sXbqUo0ePirWfJDUjLS0NAwMD/P39GTZsGCkpKQIwHRMTw5QpU7h79y41NTXU1taira3N5MmTuX37NklJSXh4eKCuro6qqip1dXUAeHl5MXnyZD58+EBGRgaysrJoa2tz+PBhAAYNGkR6ejqKiopIS0uTlJSErq6uyL3U09Njzpw5aGtr097eTnZ2NsXFxXz8+JHp06czePBgkTAiEaPb2toydOhQpKSkeP36tXAznjlzBlNTU2bOnEl9fT0///wzOjo6SEtLo6mpSWxsLNOmTePYsWOsWbOGq1evsnTpUtTU1JCVleXkyZO4uLjw9etX8Rls2LCBu3fvoqenR3R0NIaGhnh6emJpaUlSUhJnzpxh2LBhwjjk7OxMeno6ixYtwtLSEjc3N+Tl5cnLyxOu0fLycrZs2UJ7ezsDBw7E1dWV4cOH09zcTHt7O7/88gsHDhwQ067W1lYMDQ2JjY1l8ODBIsvZzs6OkpISvn79iru7O76+vtTX16OtrS0ycuvq6pCRkWHEiBHU1dVRV1fHnj170NPTE1uduro6AgIC6OzsRFlZmf79+6Orq0tNTQ02NjZoa2uzb98+3NzcOH78ONXV1WRnZ5OSkkJMTAxBQUHo6OiQnZ1NbGwswcHBfPz4kW7dupGeno6+vj6RkZGEh4ejra1Nc3MzCQkJ1NfXc+jQIczNzUU6ipaWFp2dndTX12NhYYG+vr7IDe7RowfOzs68e/eOhQsX4uTkhIKCApcvX/5HeI7/jJnACnjd9X/yA1JSUm+6urr6/aMX+l+wHB0du6ZPn46lpSWWlpZkZ2eTnJzMggULALC0tAS+ww4bGxuZM2cOYWFh+Pn50a1bNx4+fIivry8HDx7khx9+ICIiggULFnD48GEmTpwIfHdlZmVl8fDhQ3766Sd69OjBunXrmD9/Pl1dXcJNIycnJ2jpDx8+5M2bN0Ko+X8sCb8nNzeXuXPnsnTpUl68eEFTUxPy8vIYGxsTFxdHXl4eBw4cED+3atUqWlpaCAkJQV9fX4jA3dzcmD9/PiYmJvTq1YtLly7h5eVFZGQke/fuFRFJDg4OZGdno6urS0ZGBg8fPmTw4MEMHjyY7t278/btW44dO0ZRUREjRoygqKiIIUOG0N7eLlYqo0ePJiwsDGtra169esXhw4eJiooiKChI/J7Lly9n//79LF26lI0bN5KSksL48eOJjo4GoL29nZaWFgB69eqFm5sbr1694smTJ8yZMwf4LkoPDQ0Vbj3J//Hy8gK+i05dXV35/fffmTJlCr6+vtjY2AizwNGjR9HR0cHAwIDIyEhGjBiBq6urcNZJ3gvA+vXr0dTUZNGiRXz69Ak9PT3mzZvH2bNnuXTpEtra2tjZ2aGioiJMEg8fPhTv9+bNmyxcuJDdu3djamrK6tWr/7vvW9K4lJWVMXToUM6ePUtbWxu///47AD///DM7d+7k+vXrTJgwgatXr5Kfn09xcTHHjx9n3bp1FBUV0dTUhLu7O0VFRTg6OrJixQo2btwIfBf9ZmVlce7cOY4dO0ZhYSHr1q0jIiKCgQMH4uPjw507dygsLCQ8PJw3b96grKzMnDlzhMnj8+fPlJWV4efnh4aGBllZWXz48IHFixfT0NBASkoKkZGRhISEMHLkSDZu3EhQUBDHjh1j9uzZALS1tWFiYkJhYSHPnj1j4cKFXL16ldLSUpYsWYKnpyf37t0jJSVF0Pp79epFQkKCONjMmzePkJAQ7t+/T1tbG5aWluKzNzIyEus2aWlpwsLCSElJoaWlRXxn8F347ubmxpYtW7C0tGTy5MnCzOHl5YWZmRl//fUXXl5etLS08Msvv3Djxg0yMjLQ0tICvpteZGVlqampYeDAgZw5c4bRo0djbGzMzZs3iYuLY/PmzWRkZPDy5UsmTZpEdXU1nz9/xs3NDfguiLewsBAg1pMnTxIUFES/fv148OABxsbGxMfHU1tbS3V1NbKystjZ2dHU1ISDgwMA8fHxhIWFERERgYODA9bW1nR1daGgoMDOnTsZOHAgf/31F5GRkaSnp/PgwQPa2toE7R2+I4J0dHR4+/Yt48ePZ/369cyePRtXV1fi4+Pp27evMA1IrlmJA1Ii5ZBArzs7O5kwYQIAM2fO5PTp0wACY7F3714cHR2FHERLS4shQ4aIzyM5ORkPDw+eP39OXV0denp67Ny5ExcXF8zNzZGRkSEjIwMTExOuXbtGSEgIampqpKenA7Bv3z5evHjB169fSUhIoH///uL+U11dzeLFizlx4oTQvU6ZMoVBgwYBCHPWwYMHRZ5qXFwcP/zwA7t372bQoEGMGTMGgKSkJJqamlBQUBCf0cKFC4mKigK+g8IVFBTo6uqiubkZb29vGhsb2bt3r4hb+/XXX9m5cyceHh4YGRkRExMjUmgkryGpSZMmMXbsWEpKSggMDOT58+dYWlqKuCoPDw/u37+PpqYmnZ2dfPv2DYDk5GTBvayqqmLo0KEkJibi7e3NuXPn6NOnj2jqKioqOH78OL///jvHjh3j6NGjAOzatUtkaU6YMEHwMefOncvp06exs7MTh3vJPV6CuZBojxMSEhg1ahT9+vWjrq6OvLw88X7gu0C/ubkZDw8PkZqQnZ0NwLRp0wCora3lwIEDbNiwgStXrhAYGEhKSgoeHh4AHDp0CDc3N96+fYuMjAwODg40Nzfz9u1bLly4ACBW0lJSUmhoaKCsrExtbS1ubm50dnaira3N/v37WbRokWAMjho1ipaWFmE+kEDzbW1tKS4uJi0tjZcvX2JiYsLgwYMJDg7mxYsX/6GZ4B83av+3LyIlZdbV1ZX///iF/j8qKyurLl9fXw4cOEBmZiZycnLo6OiIxsTf358bN24InpeUlBQHDx6kT58+Akro6OjIvXv3uHTpEu7u7lhZWfHy5UvhyIuOjqalpQUvLy9xQm5sbMTc3Jy2tjYKCgpobW3FxcWFAwcOEB0dzdq1a0lOTubSpUsALFmyhJ9//pnx48fT1taGqakpc+fOZcCAAcyaNYvTp09z69YtiouLMTIyoq2tTTCvJDfaT58+ERMTQ2BgIH369KG0tJTw8HAOHz7MwIEDKSkpobm5GVdXVwBevHjBX3/9haOjo4CLlpaWcvToUXbs2IG0uMTBrAAAIABJREFUtLQQY6uoqFBSUkJDQwM9e/ZETk5OOF2+ffvGmjVruHPnDgA5OTlUV1dTXl7Onj17qKqqYsuWLQQFBdHa2oqcnBw7duxg/PjxJCYmihuMJGYHEJoRCelaIkBVVVVl1KhRKCsri3Dx6upqduzYwevXrzl37hza2trA9z+k+/fvM336dLp168a5c+eora0F4MuXL2zatIlFixYREhLC+PHjefLkCdeuXcPIyIjz588D3x2bffv25cKFC4SEhJCUlISMjAxycnIsWbKE5cuX8+3bN/r27Ut6ejrBwcECcCwBKmtqaoomc+TIkcJh29TUJMLmy8rKcHFxQUdHR3wPoaGhuLi4AN8fXhs3buTKlSsibLx79+6UlpaSlpbGt2/fKCgoYNasWeLh/fz5c7KyskSDBAh9zbBhw/j27Rv5+flisizhuMnKyrJ06VLWrVtHjx49uHnzJvr6+gAia1XSlL969Qo9PT2Cg4OZMmUKrq6uGBoaUldXh76+Pp2dnTQ1NXH+/HlxKMrPz+fDhw84OTkxduxY4Lvjyt3dXTTq7u7uACQmJtK7d29KSkqIiYkRrr4zZ86grq6Oq6sr58+fJzw8nLS0NL58+UK3bt24ePEiI0eOxMjIiKFDh/LgwQPOnDnD1KlTefbsGfDdKenv78+YMWMoKSkhLi6O4cOHc+nSJa5evYqNjQ0LFixAQ0ODtLQ0TE1NOXr0KBcvXuTMmTMAtLS04OjoSPfu3Zk/fz7Hjh0T17jEhbZv3z6GDh0q8DP19fWsXLlSQFe9vb3R0dGhvb2dgoICzMzMiIyMRF1dnaamJpGDmZqaKg44y5cvZ/fu3aKBfvLkiYgX6tOnj0hiSUlJoaCgQOQsPnz4UHz3Dx8+FLw9+B75JGFhnT9/HgcHBxISEnBwcGDEiBF8/PiR8vJyOjo6qKysBEBaWpp9+/aJg4eET+fs7Mz58+e5fPkykyZNwtnZmfz8fI4cOULfvn1xcHCgd+/eHDlyhJMnT5KTk0NeXh6AYBQOGTKEZ8+e8e3bN3JycggKCsLExIRLly4xbNgwDh06xLBhwzh9+rQw+0j+5tra2iguLqampoaRI0eKxtTb25tTp07x7NkziouLWbduHX/88QfDhg1j2rRpIsUDvqOK6urq+PDhA8uXLyc/P58vX74wa9YsCgoKhAmhvLwcLS0t5s6dy+7du/nxxx/Fe7G2tsbS0pLc3FwOHTrE1KlTaW1tJS0tDU9PTzEtP3bsGMHBwZw5c4b6+nqhz4TvLtjIyEgSExPx9PSksbGRN2/eoKKiwrNnz1BTUyMgIICrV69y69YtTp48iZeXFytWrCAgIEA8oyT/ltSdO3eQl5enqqqKu3fvMnXqVO7cuYOtra14zYSEBOFe19XVRUVFBSUlJVxcXERahrS0NIDIht60aZMw0kkmYJImuWfPnty4cYMFCxaQkZGBpqYmtbW1XLhwgdmzZ4sIxoEDB6Krq8uNGzdQVlbGwcFBHI5cXV1xd3cXiBJjY2PU1dWZMGECBw4coLKykpKSErq6ugSI/o8//iA2NlZMVAcMGMDWrVuJj49n48aNTJo0CRUVFUFyADh8+LCYjicmJqKiooKUlJRo0nv06MGDBw/Q1dXl4sWLODs7M2vWLNLS0nj8+DFnz54lMzPz/51G7b96mZmZdUVGRhIbGyusuTt37hTNioeHh8h1+/3335k4cSJOTk4sX76ciRMn0qtXLwYNGkRERASJiYns37+fz58/U15eLh76ioqK2Nvbc/HiRdzd3dHT08PNzY2ff/6ZkSNH0tjYiJycHLGxsaxdu5Y1a9ZQUVHB+PHjiYuLA76vKD58+CBieJ4/f05VVRWampqoqqoyevRoYfF/8OABGzdu5I8//sDGxkYYCCS8LG1tbVRUVISjc8SIEfTt2xdjY2Pq6uqYNGkSCxYsoK6uDi8vL5YtWyZOKxMnTqSmpoZ3796hqKiIoqIiUlJS7Nixg19//ZXHjx8DYGBggJ2dncjVPHDggEhaCAsLIz4+ntzcXAoLC1m/fj25ubnCKdnU1ET37t25efMmwcHBWFhY8OnTJx48eMCbN28AxBTozp07fPjwgXPnzvHo0SO8vb1FKHVubq5YExQUFDBjxgymT5+Ov78/8L0Ze/36NbW1taLJkoSx29rasmXLFtasWcOIESMICwvD3d0dVVVVBg8eTGZmJoDgkZ07dw5TU1Pc3d2Ji4tjxYoV1NfX8/btWwwNDXnx4gUzZ87k5MmTYi3y22+/AQjLv5ubG4cPHyYkJISjR49ibm5OS0sLDx8+ZNq0aeTk5BAcHMyBAwfYuHGjyFmE79moV65cwcnJSaQcLF68mIiICGpra/n777/R19fn/fv3bN68mczMTAFvlJGRAb43exLEgZKSEsXFxYSHhwugo0SoXVVVhbKyMl++fOHPP/8UaQqSunv3LhcuXGDWrFnU1dUxduxYkpKSKCoqom/fvri4uHD27FkKCwuJj48XAfRbt24FYOTIkbS0tIjvX09PTzTo8L2B/fLlC0ZGRly8eJH09HQR6dXR0QF8n/5I2Fo9evRATU2N0aNHIyMjw/Hjx0UagyQD9o8//mDlypUUFRUJNI6hoSHv3r1jwYIFXL16laNHjzJ8+HB8fX3FRKy1tZXQ0FDgO9Hdx8cHExMTMS1VU1MTE4pff/2VmTNnkpOTg6KiIkOGDBGfqQRlsX79eqSlpQVvTnIP6ujoEHFrJ0+epKurC39/fzw8PETWYkhICADq6upcvHiRrq4uwXSsra3l48eP3L9/Hz8/P968eSNSGSTr65MnT4qUi2nTprFw4UKSkpJYv369eI3Y2FicnZ3ZsGEDpqambN68mRcvXvDt2zdUVFSIjY1FWlqa1NRUdu/ejYqKimic4DsiKDY2lhUrVhAdHY2uri6Ojo7cunVLsLbGjh1Lfn6+MPMsX76cnj170tTUBHyflsL3Q/S5c+coKSmhvb1d/J5v374lLS2NOXPmUFZWxsGDB9mxYwfXr1/H0NAQgEuXLqGvr8+yZcvEdbV48WJmz57Nrl27hIGjqamJuLg48vPzWbNmjVgpA2zZsoXExESWLVvGu3fv8PHxwcLCgrCwMMaNG0dKSgoLFy4USQltbW1MmjSJoKAg0cg+f/6cO3fuEB4ejpmZGa2trWRnZ/Pzzz9jbm7OsWPH6NWrF+Xl5Tg5ObFkyRK2bdtGcXGxwITk5ORgaGhIa2srlZWVqKmp4ePjg5eXF7q6uqxevZqcnBwMDAxobGxk7NixhIWFcfjwYWJjY4HvDXRDQwN+fn4AVFVVAd8PhBK5iqenJ4GBgbS1tTF48GA6OjpITEwUn/v//oAmqV9++YWcnByioqIoKCjA1NSUV69ecejQISorK5k1axYLFy4UeI6YmBiOHTvG3r17sbW15dChQ6xfv15sE+bOncuIESPQ0dFBXl6eCRMm0NraKrZJ8N1QlZ+fT1NTE8bGxigoKFBVVUVGRgaOjo4ievDu3bskJSUJmYytrS1ycnLiOlVWVubNmzdUVVWhpqZGTk4OHh4e3Lhxg5SUFI4ePSoOf2pqaqxatQoLCwuBPBk5ciTa2tp0dnaiqakJfJ8YGhsb8/nzZxYsWEB2dvb/ODzH/5/rxx9/3OTm5sauXbtwdnbm1KlTWFhYYGZmhpKSElpaWmhqapKamoqtra3IKfvtt9+4evUqfn5+lJWVMW7cOIKCgvjzzz9xd3dnzJgxdHV18f79e/T09GhsbBTuqYqKCnx8fMjNzRXOoaioKDo6Oli9erWAeH758gVra2t0dHS4ePEiMjIyKCkpcffuXdauXYuhoSF5eXlMnz6d8vJywsLC8Pf3x9vbm169elFdXY2uri5GRkZoa2tz7tw5TExMiI+PFzEioaGhlJeXc/XqVZKSksSovbm5md27d2NsbCwciBIOj5eXl9DsSfRvEj2VlpYWrq6uvHr1irq6OrS1tfH39+fx48e0trbS2trKli1bkJaWJiEhAS8vL8LDw+ns7KSmpoaEhATi4+OZM2cOenp6nD9/nubmZvbu3YuioiL+/v707duXX375hdbWVrF6lOgRbt68Se/evfn8+TN1dXXU19ejoaHBlStXuHPnDv3792fDhg2kp6ezfv16ZGVlhQvQxcUFFxcXjI2NycrKEo1mSUkJ06ZNo7S0FAsLC54+fcqLFy8oLS3FysqKO3fusGfPHrS0tOjXrx+jR4+mpqaGBw8ecO/ePRITEwkNDRWpD6NGjSItLQ05OTm0tbUZMGAAGhoaFBUVceTIEfT19ZkwYQKvX78WVG9jY2NMTU3p6OjA39+f6OhoSkpK6N69O7W1tcyYMYMzZ86gpqaGmpoanz9/Jjw8nPPnz3Po0CEUFRWF/lJVVRU9PT1u3bqFkpISXV1dNDU1sWDBApqbm1m6dCn29vZ4eHjw+PFjRo0aRVhYGMHBwXTr1o3ExETOnj3LlStXCA8Pp6ysjL1795KQkICvry/JyclMmzaNmJgY+vXrR1tbG42NjVy6dElMbG1sbOjq6mLOnDmoqalRVFQk8lc9PT25du2aOInfvXtXxNskJCRgaWnJkydPuHLlCpmZmRw8eFAkPkRHRwtI6/Tp06mtrWX//v3069dPsOu6detGdnY2Ojo6/PLLL1hYWODk5ERFRQX19fUMHz6cAQMGcPr0aQIDA+no6MDBwYHr16+zatUqvn37xtWrV7l9+zba2tpiUm1ubk5HRwfR0dFMmDBBAFyXLVtGVlYW7u7uvH37Fl9fX+Tk5JCSkhLT3evXr2Nra0uPHj2Ijo6mra2Np0+f8uzZM2RlZenXrx979uzh2bNnAnYaHBzM48ePhSZTAgjds2cPx48fZ+zYsSIa6eLFi9jY2KCjo8OmTZv4+eefsbKy4vr16/j6+rJo0SIyMzM5ffo0vr6+IrxbSkoKGRkZqquraWhowMPDg/Lycp48eYKjoyPJycmMGTOGjo4OMjMzmTt3LgYGBmJzAN8PiJ8/f6a6upr79++zevVqlixZIuChLS0tyMjIoKamxtGjR8nMzERWVpaXL1/y4sULxo8fT3h4OH379sXT0xN3d3fy8/PZunUrPXv2JDw8HBUVFSIiIigpKRHZuI8ePaK5uRkNDQ3y8vLw8fHh8uXLFBYWEhISQkFBgbgHjh07lrNnz4pGIz8/Hx0dHeFILiwspEePHiLZQ5LvuG7dOpKTkykoKGDx4sUoKCgwZcoUkfzy8OFD9u7di5eXFz169GD16tX06NGDOXPm4OPjQ1xcHHFxcfz++++CURYUFMTHjx958OABgYGBIt0kKSmJ+/fvc/HiReTl5YmMjOT58+eYm5vz8uVLccAaMGAAFRUVGBsbC27YoEGDyMnJoby8nPz8fKSkpHB0dMTS0hJzc3MUFBRQU1MjODiYgQMHEhsbK5r9kpIS4uPjmTRpkmg63NzcSE9Pp6SkhMrKSl6+fImBgQGFhYXU1tZy5MgRpkyZwr/+9S8WL16MnJwcNTU1pKSkiIgzZ2dnvn37RkREBN++fUNNTY1z586xevVq/Pz8xJQ0MTERa2trAQ6PiorixYsXVFRU4OLiwr59+3jy5AmKiorU1tZy/fp1KisrKSoq4tOnT1hbWzN58mR0dXXp6OggKysLNzc31NTUSEhIYP369Tx8+JAXL17Qv39/Ojs7aWtr4+HDhyLAXU5ODm9vbyIiIkQ6hLW1NSkpKYIUsGTJEiZMmICjoyO2trZcunSJ/fv3M2HCBBQUFDhy5Aj5+fl8/PiRwMBA/vzzz39HSP3T2rp16yZHR0cmTpzI8+fPGT9+PNLS0gLWKiHUS07Cz549Q0VFhfj4eLy9vTEwMMDExIT3798TGRmJo6Mjly5d4tixY/j6+gr+y9OnT5k5cybq6uo8e/aMmTNnkpyczPv373FycqKqqgoTExMiIyOJj49HSkqK6upqAgIC6NmzJ+rq6lRWVmJgYEBoaKjQy/j4+LBixQoMDQ0xNTXF1NSUrq4uBgwYIEbqU6ZMESLty5cvM3HiRBHOXFtbS01NDQEBAVhYWIj4I4CpU6diaGjIhg0b2LlzJ56enmKVqK+vT1tbm7jhSVYARkZGnDp1SjSgjx49Ii8vT6y2mpqaePr0qRBF5+bm0t7eTm1tLbdu3WLdunUsWrSIR48eCUBpSkoK/v7+GBgYUFlZSVVVFbKysnR0dFBWVsanT5/EikpBQYHIyEg+ffqEvr4+jx49orCwkLa2NuD7SWnevHkiizMqKor8/Hx8fHz4/PkzqqqqXLt2jUGDBuHk5ISSkhKvXr3C2NgYIyMjKisrUVBQwMnJCSsrK9TV1VFXV0dLS4vTp09TWFhIXFwcfn5+2NnZoauri5ycHJqamuzevZvdu3dTW1vLtm3b/jfq3jMqy6td1z5oAkoHFUWaNAFBKdJUioCCBWuMvWKMBnsUZZkIdpNoYjevEUMUNSqKHbCAilKkCihFioUuvUjn+8F+5rfX3uMbK2uM9eP95h8dltvhcz/3Pa95Xed5nGzZsgVLS0vxorG2tmbt2rWkpaWho6ODmZkZDx48QFVVlbdv3/L69WtB8ZeI2b29vUVovZ+fH2/evEFLSwsHBwdKSkrw8PCgo6ODTZs2sXPnThYvXsypU6e4ceMGmpqaTJw4keTkZD5//syff/5JXV0durq65Ofn09LSwpgxY7h16xZz5swhNDSU+vp60XmVYGnev39P//790dbWZuTIkdTW1tLe3o6bmxvnzp1jyJAhnDt3Dn9/fxoaGnBwcCAmJobs7GyRCRsTE8PChQuxs7MjOjoaFRUVli1bxrVr15g5c6aAop4+fZrOzk4UFBTEiCwzM5OPHz8yc+ZM6urq0NfX55tvvmHXrl14enrS2dlJWFiYQA0sX74cU1NTnj59Snd3Nzo6Oly4cIH58+dz7949Ojs7KS0t5fXr17i5uTFw4EABbP79999JTk4W3XAJ0LixsZFXr14RGxtLUVERnz59IikpSXxPHz58yJUrV7CysuLVq1dcvXqVhw8fEh0dzfDhw6mqqmLkyJEi2mfdunX4+/sze/Zs1qxZQ1NTE1VVVdTX19PV1UVTU5MY59nY2HD37l0UFRWFyH7BggW0tbWxcuVKIiIi2LZtm8jrXbduHZcuXRLJBOnp6cydO1dEl719+1boWvv374+Liwuampq8fftWBGM3NzezYMEC3rx5Q3FxMenp6UyaNImnT5+KEHHJd7CpqYmysjIBvtXW1mb8+PGYmJgwevRoVFRUKCwsxNraWnAG8/Pz8fX15cWLFyxbtowFCxYwa9YsBgwYwKFDh+jfvz9Tp05FV1eXIUOGUFtby8OHD/H29mbixIk0NTVhZWVFS0sL9+/fx9zcXORxSiL8XFxcuHHjBidPnuTgwYMMGDCA+fPnk5OTQ3l5OQ0NDRw4cID379+zfPlyHj58yIABA2hpaaG1tZVvv/2WvLw85syZQ1tbG42NjbS1tQm+pGRMLCMjg6mpKY6OjpSWlpKSkoKqqirV1dV8/PiRw4cP8/fffwvw9tWrV5k8eTKWlpb069dP4IjCwsIEXFhJSQljY2N0dHSws7Ojra2NqVOn0tjYyLt377h58ya//PILmpqaTJ06lfv37+Pm5saSJUu4desWGzduZPjw4Tx48ICPHz9iaGjIpk2bOHjwIPHx8djY2CAvL4+ioiImJiZ8/fXX9PT04OHhQVpaGvLy8owcOZKZM2cKtJSrqysfPnwgKSmJUaNGcfz4cZ48eYKUlBTr169n/vz55OXl4ePjQ3l5OYmJiSKN4a+//iI+Pp5p06Zx584dFi1axIgRI7h9+zY+Pj5MmjRJmGbs7e0ZP368wEJJS0uzZs0aDAwMGDFiBNbW1jx9+pTp06dTVlZGbGwsgYGB6OrqYm9vz7hx44iNjeXUqVMoKioyceJEent7BSNRRkYGHx8fFi9ezN9//42Ghobgv1laWjJq1Cji4uIYMGAATU1NIqf306dPImIsIiKC06dPM2jQIDo7O0XTZcOGDYSHh1NXV8dff/31jwo12f/qD0hJSTUBkvmopEXX+79+3tvb26vy36yL/u2Wnp4ePj4+zJw5k5CQEDFCkcQ3jRs3TrRloS8AetiwYYJ0nZCQwIcPH9DT0yMzM5PFixczbtw4QSUGCA4ORl5enhcvXuDv74+TkxOHDx8mPT2d0NBQnj17JkS669evJzAwkM2bN/Ptt9+ira0N9I2lJGDCoUOHEhAQQHl5OQoKCjx//hwPDw+ampq4f/++COX9+PEjnp6e4mTb3d3Nzp07CQoKYsmSJZw8eRI3NzdiY2M5ePAgp0+fRkVFhT179rB27VpCQ0NxdXXF1tZWkNaVlZWxtLQUrpaCggI0NDQwMTERTsZLly6xbt06wsPDBWD3xx9/FMT3sLAwEhMTcXFxQUZGRpCvg4KCWLVqFfv27WPs2LHU1NSwbt06LCwsePfuHdevX2fEiBFAn3BUVlaW7777juDgYIqKitDR0eHWrVsi3D48PBxZWVl6e3t59eoVP/74I6qqqty+fRsAPz8/Ro0axYEDB9DQ0KCzs1NEmEgKi8bGRjo6Orhz5w4FBQV8/PiRAwcOCMF5c3Mzvr6+HDhwgPnz59PR0UF7e7sAWQ4fPpyXL1/+p3upqanJjRs3hAhWIsa9fv26iB8aNmyYACmbm5sTHBzMoUOHKCwsFI5OdXV1Iczdt28f48ePx87Ojp07dzJv3jyampqEKH/btm0iQHzs2LFkZmYSGBjIr7/+KroIFy5cwMLCgjt37qCqqoqjoyNfffUVcnJyNDU1YWNjg62tLRkZGXh4eGBqaioYcr6+vkBf98vHx4eEhATa2tpYuHAhjo6O1NXVkZKSwldffYWioiLnz5/H3Nycfv36ERsby6BBg8jKygKgrq6O2NhYkWAhKytLZmYmBgYGrF27VnDOtmzZwuHDh3F1dWX06NEcO3ZMjB0krjJJ4VdZWUldXZ34Ny5fvsz79+9RUlLi9evXODs7s3XrVqZNmyae/V27dhEVFUVXV5fQoRUVFWFlZSXckuPHj2f//v0UFRWxYMECcnNzSUlJEUYASbjzu3fvxLhe8vnJycmhpqbGnj17mDVrFvX19aipqZGens6NGzfEKNjT01OM2wwNDVmxYgU///yz6MIGBgZy4cIFmpubxYFu9erVBAUFiVFfQEAAFy9eJCYmhsTERIqKikhJSWHTpk0izSEsLEwUjEpKSiKGS/J5nD9/nilTpuDi4kJ7eztPnjwhPz9faFMVFRWpqKjA0tISGxsbiouLUVFRwdPTk8ePHwNgbGzMrVu3SElJwcTERHC5Kisr6d+/P0OGDKGwsJDAwECOHTvG0qVLKS4uxsLCgs2bNwN91Pjc3FxsbW05c+YMWlpa1NbWEhQUxNWrV2loaMDb25snT54QGxuLrKysiAySjMeGDx+Ompoa3t7epKWl8ebNG8rKyjAzM8PU1JQff/yR0tJSamtrhfN1+/btwmAiWdHR0YSHh/Pdd9+xd+9eNm/eTEREBCUlJdy6dYu///6bO3fuEBgYSEhICGFhYbi6ugrd3549e4iIiBAaratXr1JYWMiVK1cYP3680MpJdLGSXGQtLS26uvowpq6urigoKFBXV0d7ezt6enps2bIFgMLCQkxMTLCyskJRUZGrV6+io6PD58+fefbsGYsX9xG2UlJSsLW1xdramhMnTvD06VMcHBywsbHBycmJ6upqAgMDmTJlihg7JiUl0dTUJEDgkv1UYtI5f/48zs7OdHR0cOPGDQDmzp3Lzp076enpYejQodjb21NTUyPcuJJ0kq1bt6Kvr8+sWbN49eoVUVFRjBgxAmdnZ+7fv4+6ujoZGRn09PTg5uYmYhglz1dwcDC3bt0SB+yamhouX75Me3s7R44cQUtLixMnTghNWkREhJjOANja2mJsbMzs2bORkZHhyJEj7N69GyUlJZ4+fYq9vT16enriMJuWlsa9e/fQ0NAQ4+OsrCxsbW3R0NAgLi6O2tpanj17RkdHBz/88IOQafxX678s1Hp7e5X/0ZX+f7ykpKRobW0lLCyMmpoa/v77b2ErBoTmCmDo0KFERUXR29tLW1sbJiYmHDp0iNOnT5OQkMC1a9d4+PAhqampTJs2jZs3bwJ9L3wpKSn++OMPhg0bRk5ODoMGDWLNmjUcO3YMCwsLxowZw19//YW/vz+rV6/G1NSUa9eucfHiRQD+/vtvLl++zOrVq8nIyEBJSQkFBQXy8vJISEjA0tKSwYMHC/dMv3798PT0JDc39z/FYSUlJTFx4kQKCgpwdHREVVUVBQUFTE1NCQwMpKmpiVOnTjFjxgymTp1KZ2cnaWlp4iEwNjZmxYoVXL58mcLCQubOnUtOTg4vX77Ez8+PGzdukJSUxP3793F1daVfv374+PgIYCfA8uXL2bBhAzIyMoJgLtk4vnz5wrFjx/jrr7+Ii4tDV1eXK1euiA6Cvb09ACtWrKC0tFQEI0+fPp1FixZhZmZGfHw8P/30E1lZWSQkJKCkpMSuXbs4fvw4mzZtEo5NR0dHEQK/YsUKtm3bxtmzZ5k5cybbt28XjqIpU6aIYO5Vq1aRn58vRO0rV67kxo0bbN26lYMHD4rxw6lTpzh79ixNTU3s37+fEydO0NnZSXZ2NhUVFaSnp5Oeng70vayNjIwEWkByv7q7u4WVe8KECRw9epQNGzawdetWZs2ahbu7u0jOeP78Oc+ePWPgwIF8/fXXWFpaiut8/vyZgwcPIi3dh06UdPlmzpzJzZs3RdSLv78/AwYMYNq0aairq5OYmMhPP/3Ely9fsLCw4M2bN7S3t6OiosLr16+pq6vD0NAQBwcHVFT6zmyS2CMJ1uP8+fM8fvxYuMAiIyPR0tJiwIABpKWlMXjwYKF/lGw8Dg4OrFmzhi9fvpCZmYmGhobbz42DAAAgAElEQVRwYUsQCQ0NDTQ2NuLp6UlmZiYpKSmsX79eoDcGDRrE0aNHKSkpoaioiG+++YaYmBja29tF4HxFRQVpaWksXryYq1evMnHiRAYOHMj58+cBhDNx7969mJmZUVBQQEREhCisCwoKiI+PJzIykrVr16KhoSEy/SorK4E+veu0adOYOHEi3d3dnD59moCAAB48eEBmZibJycmEhIRgZWXFypUrOXr0KE5OTsybN0+Iu6dOncpff/1FeXk58vLypKamMmbMGCoqKtDX12fVqlU8ffoULy8vurq6SE1Npauri6ioKH799Veg74BZUlJCcnIyO3fupKWlhYKCArS1tfH29iYrK4vy8nI+fvyIgoIC//Ef/4GioiKXL18WRhFFRUW0tbXJzMxk+fLlVFVVYWlpya5du1iyZAmdnZ00NzdTXFws9LJhYWHs3LlTbMAnT55ET08PFxcX3r17h4uLC48fP+bQoUM8fPgQGRkZ3rx5w9GjRxk1ahSGhoYEBQXh6uoqDmmFhYUUFxezZ88eWlpaePbsGTk5OcjLyyMrK8unT58YMWIExsbG7N+/n0WLFlFSUsKZM2eoq6sD4NWrVzQ3N/P8+XM2bdqEv78/27dvZ+7cuXz58oVhw4YxcuRIQb//448/UFBQoKOjQxTNioqKbNmyhbNnz4pCfeTIkcIZ/ebNG1JSUliwYAHV1dUsWLCA1tZW3r9/z7FjxwA4ffq00Jq1tLQwb948Ll26JH4cMWIEz549Y86cOdjZ2bF+/XqmTp0qzAHQZ9gpKysjLy+P9+/fExAQgIWFBT4+PiJN5++//0ZLS4umpibs7OzIyMjg119/paOjA+gzV0gmKf/xH/9BfX09MTExTJgwgfz8fAoLC+no6MDY2JjCwkJGjhxJZGQke/bsEd+PV69eMWbMGFJSUnB3dycmJobNmzdjZGTErFmz6Orq4vnz5+zfv1/cP09PT5ElDH0ueglKprGxkXXr1hESEoKSkhIHDx5kxYoVFBQU4ODggJubG0lJSZSXl2Nqaiqe/a+//pquri6x3wF8//33xMTEcODAAbZs2cKaNWvEAfrHH39k3LhxfPjwQbjou7q6aG5uJi4ujvDwcDGBUFFRQV1dHVdXV7HPx8bGClPhq1evBEmhq6uLOXPmcO3aNT58+EBERASenp7U19ezc+fO/8u88f+1/jt4DilgIWDY29u7R0pKShcY0tvbm/yPLvBvvKytrXt/+eUXNDQ0MDY25rfffuPXX38VYmArKyseP36Mjo4OI0aMICUlhTt37gjGk6GhIatXr+a3335jx44d6OnpUVRUxNOnT4Wz5/vvv0dNTY3o6Gg8PDyIjo4Wepnnz5/z9ddfC0fY5cuXxWnR1tZW2KfDw8NxcXHB1dWVuro6SkpKqKmpobq6muXLl9PQ0ICqqirp6ekcP35cMNNyc3NF8WZoaEhOTg7/+te/OH78OHJycgwdOpQjR46ISJrk5GRWrlzJvn37mDNnDmfOnMHf31/k/YWFhWFubs6KFSs4f/48bm5uODo68vvvv4uQ76KiIsaPH4+enh6VlZWYmZkRHh5OQECA+NyfPn1Keno69vb2yMvLi3iiDx8+YGdnx5AhQ8jLy+Pz589iI58wYYJwn06fPl18xv7+/qSlpZGYmIiHhweampp0d3fz+PFjampqRLD5xIkTqaurE/8X6DvBubi4oKOjQ35+vuj6AaxevRo3NzcWLFjAqVOnsLS0RFVVlZKSEvEwnjt3Dh8fH6H9srOz48GDB5iYmGBsbCzG4a9fv8bBwYHm5mYyMzPJzc0VRZaXlxdeXl5ERETw/PlzrKysCA8P548//uDVq1dCODx+/HgePHhAdXU1W7duFbpK6MNAeHh4EBkZiYWFBXPmzOH69ev09vayZMkSWltb+eOPP1BWVqa6upqxY8dSUlJCT08Pb968ARCmgHnz5vH111/z/v17vv76a1JSUtDX18fIyIgBAwawa9cuQkJC2L59O35+fjx58kRY3zs7O/H09GTv3r1MnTpVaPSWLVvG3LlziY+PR0NDAwsLCwICAjh06BADBgwQBHfow6pIcBwGBgZkZGQwadIk8vPzBZW+rq6OrVu3kpqaSkNDAxMmTCA+Pl4gHCTXNTc3p7u7m8GDB3PmzBlmzpwpotJGjx7N77//zsaNGzl+/DgeHh6sX79ebBorV67Ew8NDoDJaWlpYtmwZ2dnZ/9d75Pbt2zx8+JC5c+fyr3/9SxiTJCaIrKwsHj9+zMKFCxk4cCDe3t5iEx0+fLjQQkVERKCsrMyaNWtEwXjlyhVu375NdXU1w4YN48SJEyKuJykpiUePHjF37lycnJzIzs4mIyODtLQ0pk2bJoqAjIwM/Pz8sLW1FRoriREF+hyMtbW1WFhY8PDhQ2RlZXFwcGDVqlUiM7GyspLGxkaWL18uCpHAwEDRpZSYR3p6eoiMjCQyMhJVVVVKS0vFhunt7Y2fnx9paWli5NvR0cG5c+c4fPgwhw8fxtbWlvDwcA4fPszBgwcxNjZGQUFBdCrKy8spKyujp6dHGIN+/vlnPnz4wN69e1FVVSUyMpKioiKRRPL48WN8fHxITu7bspydnfnqq69ITEyksbGR2tpaBg4cSH5+vuCGNTQ08ObNG3x8fNDQ0OD333/HwsJCFJ1BQUHMnDmT7u5unj9/zvDhwyksLEReXl5k9/r6+qKrq0tqaiqampqYm5sTHR0tuusyMjKUl5eLTnRxcTF+fn4UFRVx4sQJLl26RF5enoghUlFR4fr16+jp6Ynv6Zo1a5g6dSqLFi1i3rx54oBpZWXFgwcPkJaW5rvvviMqKoqSkhIKCwuFeU0yGbC2tiY4OJjdu3cjKyvL5cuXmTFjBjt37hTms7Fjx2Jtbc3ly5cZP348LS0tvH//Xtx/R0dHbt68yeHDh7Gzs+Po0aM4ODjQr18/SkpKUFRUpF+/fqirq7Njxw4OHDhAfHw8UVFRWFpaAjB27Fg2btzI6dOnyczMxNbWluDgYExMTNiwYQOvXr2itLRUGC2OHz+OjIwM3d3dREVFAX3mirCwMF6/fs2ePXv44YcfePnyJaWlpWL/uHbtGrKyslRWVv6nd35QUBDQd3hOSEjgm2++ITw8XBTnjx8/Rl5enlOnTnHu3DlSU1ORlpZGX19fOEITExOBPge9JJLQxsaGuro63rx5w99//83hw4eZOHEiGRkZ/6NZn6eBYYBfcHDwyZCQEBngSnBw8Nl/dIF/43X06NHgjRs3YmFhwfHjx1FWViYyMpLXr1/T3NyMrKwsNjY27N+/n7q6OoYOHYqmpibXr18XQcxRUVHY2Njw4MEDuru7sbW1xdzcHGVlZUxNTamrq+Pjx48UFRVx8OBB5s+fz6NHj+jXrx+PHz8mKyuLCRMmYGRkJHQVEtjm06dPyc/P5/Pnz6xdu5aoqChu377N4sWLxfhFwkEqLi5m9OjRaGhoMGbMGGRlZbG3txccH319feTk5JgyZQpPnz4VQuu9e/fy5csX7O3tSU9Pp7a2lo6ODgYNGkR3dzdKSkqoqqrS29uLubk5urq69O/fH0dHRzZt2sTLly8FMkROTo7ly5ejoKCArq4uRUVFVFdXExsbS3Z2Ni9evGDcuHFISUmRlJQkwqknTJjATz/9REJCAoaGhuTm5vLu3TucnJyEo0xyXYkObsSIEaxcuZLm5mauXbsmIo/q6upYuHAhWVlZAu5pampKVFQUubm5GBsb09HRQXJyMmPHjkVDQ0OMA01MTJCVlSUrK4vJkycTGRlJU1MTCQkJODg4CI6Pr68vGhoaDB06FD09PWpra9HQ0CAyMhI5OTk2btzIN998g7GxMd988w3u7u40NDSQlJTE8+fPRTarJE4E+py906ZNo6enh8LCQpYtW8bIkSNpb2+ntbUVNzc3KioqcHd3F5FTY8aMwdzcXCBZJPfM1NQURUVFwsPDOXr0KGVlZcTHx5Obm0tHRwdSUlI4OTlhaWnJpEmTcHNzA+CXX37h559/5tWrV0KD09nZSXV1Nfv27ePly5ccPHiQ48eP4+rqir6+PvHx8XR1dVFdXY2BgQEPHjxg48aN3LlzBykpKTw8PNDT00NHR4eXL19iYWFBd3c3BgYGorMWHx8vgKgeHh7CaOHu7k5AQADKyspMmDCBt2/firxFIyMjzM3NaW5uFhmHd+7cISUlBR8fH1EENTc3M2rUKIqLi4mNjSUzM5PXr18zb9489PT0UFZWZujQoaxcuZKYmBiuXLmCqqoqf/zxB+rq6piYmJCZmcmWLVvEuPr/XBoaGuTk5KCmpoa8vDx6enq0tbVRXV3NzZs3UVVVZdy4cYSGhpKUlERgYCBKSkoCRltQUCA0Ynl5eeTm5hIbG8uHDx/YvXs3Ghoa5Ofno6Wlxb59+9DW1sbFxYXS0lI0NDSQk5Pj48ePouiztLTEzc2Nx48fU11dzdKlS9m1axdaWlrcvHmT9vZ2HBwccHV1xcDAgMzMTLKysujt7aWmpgYfHx8qKytZsWIF0tLSqKmpERUVxYwZM9i+fTuLFy9m1apVJCcnExcXR35+PqNGjWLHjh2kp6ejrq7OhAkTMDQ05OLFi8THx/Pp0yd8fHy4ceMGERERwhGbk5ODvr4+R48eRV5eXuiDFBUVGTx4MBkZGQQEBJCcnCx4lnFxcZSUlODl5cXGjRtpbGzkhx9+4Oeff2b06NHU19ezYMECOjo6ePbsGVu3biUvL48vX74gLy/PmDFjqKqqEmNLBQUFPn36hIODA7a2trS3t7NhwwYmT55MY2OjcCZOnDiR7OxsqqqqaGpqIi4ujsGDB+Pq6sqTJ08ICgrCycmJV69ece/ePVauXMnTp08F+6+trY2enh4B5p48eTJGRkbY29uTnJyMv78/jx49QkVFBVtbW5GPrK2tzfbt25GRkcHPz09o98aMGcOxY8dYtWoViYmJxMfHk5OTQ2dnJ6NHj2b8+PFEREQIx6mLiwumpqY8fPiQoUOHkpGRQWpqKps2bcLR0RF3d3egr0Fx7949hg8fjru7Oy4uLuI70tHRwdChQ0XmcV1dHWVlZUyYMIGlS5dSW1uLjo4ONTU1/P7771RUVJCSkiJYaJLPwdXVVYx2J02ahLa2Nrt372bWrFls3bqV/v37ExcXJ5y0ly5dIjU1FU9PTyIjI9myZQtXrlxh4sSJ7N69m379+lFRUYGrq6sQ+Pv6+iItLU1paSkBAQGUlJSIvUZyiIG+4qqmpob58+fj5ubGgwcPyM3NZcWKFaJT9uXLFwwMDGhsbCQ2NhZdXV1cXV3R1dXlp59+4tGjRyLX+sOHD6xdu5b58+dz8+ZN4aLeuXMnc+fO5cqVK3z48OF/1kwQEhKyp7e3d3pISIh/cHDw78HBwW0hISEBwcHBZ/7RBf6N159//hm8bds2Jk+eLGC0urq6lJSUICUlJZxHEieNxPEyc+ZM1NTUGDBgAO3t7VRWVrJ27VoiIyO5cOGCcOG0traioqLCoEGDCA8Pp6WlBVtbW6qqqsjJySEkJIRz584xefJkUWhIdE4uLi44Ozvj7OzMgAEDuHr1KsuWLePs2bOMHDmSp0+fMmDAAMrKyigrK0NaWpq0tDSkpaWFNd7KykoEa0uYbaWlpXR1dYnN/8yZMzg5OfHp0yfGjRtHaWkpy5cv59OnT8jIyLBlyxZ8fHxoa2sjOTkZMzMzsrKy6OzsJDQ0FFVVVUaNGkVaWprgZsnJyYkC7OXLl+zYsYNx48Yxbtw47t69y7Fjx/jqq6/48uULqqqqXL16lUmTJvHs2TN+/fVXurq6kJOTw8vLCw0NDf744w8kmawNDQ3IycmhpKREUVERI0aMoKCgAAMDA0JCQnjw4AEaGhpoaGhw8uRJdu3axeTJk1m4cCEfPnzg9u3bPH36VIhCfXx82LVrF66urgwbNkxoVS5dusS0adMYPny4yGWUGC5KSkrIycnBzs6Ow4cP4+bmxv3791m6dCk2NjaCoXf9+nX27t3LihUrmD59OpWVlVhYWCArK0tBQYHATBQXF5OTk0NWVha1tbX09vbS29vLw4cPcXZ2Rk1NjSdPnjB16lT279+PqqqqGDXV1NRgaGiIuro6hoaGaGhocOrUKTo7O1FRURE0dSkpKVasWEFmZiYbN25kx44dKCkp8ebNG/Ly8nj+/DkBAQGiGPn555+xtbXFwsJCFFoJCQl0dHRgYmLC0qVL+fbbb+no6MDOzg49PT06Ojpwc3NDQUGBpqYmMRr38vICQE5ODgUFBTQ1NcWBp6WlRWxyVlZWDBw4EA0NDbKysjh58iRfffUVMTExuLu709PTI1yrpaWlNDc3C3RBeno6dXV1dHR0IC0tTWNjI6GhoSgqKvLnn38SFBQkdIleXl4UFBSQnZ2NmpoaHR0dIrR5+vTpuLu7M2bMGO7evcvnz5/R19fH399fjBL/zxUbG8vbt2+ZMGECw4cP5/jx4yQmJuLp6cnDhw9ZtWoV0dHRaGlpCZTDDz/8gJOTE3l5eRQVFeHr68vhw4dFGLzEFfrbb7/R0dFBfX29EDqnpKSIrtiECRPIysri9OnTtLS0YGhoiLOzM6NGjRJB7ufPn2fHjh14eHigoKCAg4MDv/zyC5cvX+bIkSOsX7+eyspKnJycBKOwtLSUx48fExsbS0ZGBrt27aKkpISJEycSExODr6+vwCBIgLQ2NjYEBgYiLS3NnTt3SE5ORldXV+gBV6xYgZ6eHt9++y2//fYbgwYNwsfHh4qKCgoKCggICMDAwIC7d++yePFitLS0qKiowNvbm9evX9Pe3s6gQYN4//49NjY2Qo7w8OFDLC0tefToEenp6fT29mJvb4+mpiZjx46lsLCQoqIi1q9fz7hx49i9ezeJiYmMGDGCt2/f4unpSWlpKbm5ubS1tREWFsbw4cNZv349Dg4OgswvcQZLHO1NTU3Y29sjIyNDVFQU7969o76+HlVVVdasWcP9+/cxNjYGoKOjg4EDBwq9Xnd3N05OToSFhbFgwQJkZWUJDw9n1qxZVFZW0tDQgLGxMa2trRgbG1NRUUFsbCwjR45k7Nixomjt7e3lzZs3NDc3ExQUREJCAtu2baOtrU2YGezs7Hjx4gUZGRlMmDABKSkpZs+eLTSvdnZ2ODo6Ii0tzbZt2/Dz8xMUhEOHDmFubs7AgQO5ffs2W7ZsISkpiYqKCpYuXYqenh5WVlaMGTOGqKgoZGVlaWxsZPLkybS1tZGXlydQGRJziZ2dHUpKSrx48QIXFxfKy8upra3l2rVrHDt2jKFDhzJ69Gjq6upITExEWVmZK1euIC0tLYxD79+/F07mvLw81NTUgD4tpZOTEzo6Orx79050Mm1sbEhOTmbo0KEibaiqqoqZM2dSVFQkxp1VVVU8evSIHTt2oK6uTk9PD7/99ptocDQ3N/PDDz9QXFwsEFP+/v7cunWLq1evYmZmhpSUlAAse3l5YWBggLu7Ox0dHSxevJjhw4dz48aNfxTK/t8ZfSYBLsCr3t5eWykpqYFATG9vr80/usC/8bKysuo9f/48R48e5eeff0ZbW5tLly6xYMECoG8Ms3DhQvr160dNTQ01NTW8ffuW7du309bWhoKCAtHR0Zw7d46rV6+ybt06du3aRUZGBtbW1kAfG8bY2FjEkFhbWzNmzBihGSooKMDExITVq1fT0tLCuXPnCAkJwdzcXEBAHRwcePToEV5eXmRnZ2NsbCyI25J14sQJTExMsLe3JzY2Fm9vb+Tl5SkrKwP6Tg0LFizgxIkThIeHs2nTJtLT0wVxW7LRDxw4kLt37xIdHc20adPQ0NAQIyUJrXrevHlcuXKFGTNmcP78ef78809KSkqora1lw4YNDB06VCQCZGZmoqWlhZGREdA3Wqurq0NNTY2XL19SXl7O+/fvMTQ0xMLCAhMTE3bt2oWqqqpAcHR2dhIXF8fChQsBqK+vp7y8HE1NTQGxbWlpEeM7CdNH8pm4uLgQGhqKs7OzeFHu2LGDsLAwDAwMUFFR4fLly+jp6eHq6kpCQgKrV68mLi6O9PR0qqurWbNmDfv372f37t1CXyYRRZeWluLp6Ul8fDz9+/dn6dKlvHr1irKyMlpbWzE0NMTS0pKoqCju3buHq6urGBempKQwb948rl27xufPn/Hz86O4uJjs7GwMDAxEF8LS0pK8vDyUlJQ4ffo0M2fOFPoQ6OMH9fb2Cs2EhYUFxcXFVFRUYGVlhaenJ6mpqcKxdf36dREFBX3ssa+++orFixcjKyvLvn37KCsrIzExkZiYGL766itsbGyIiYnBwMAAb29vVFRUqK6uFpygjIwMGhoaBET206dPvHnzBl9fXyorKzl+/LhwtPn6+grd3f++JPdu8eLFlJaWinQHBwcHXFxciIuL4/bt27S1tQld6a+//kp+fv5/Mv4sWbIEa2trVFRUMDY2Fm7OgQMHcu3aNbZs2cKsWbOEI3rChAlibA59+qEjR46QkJBAaGgofn5+HDhwQNDtJcvAwIDNmzezZMkSVFVVWbJkidCx3b59W8BoZ8yYwY4dO9ixYwcaGhp8+PBBbB6RkZECwfDp0yc8PDwEZ09fX5/W1lbOnj3Lnj170NPTo729HS8vL/z8/FixYgVv377FwsKCIUOGMGrUKEJDQ0UwPEBjYyOOjo7Iy8sTGhoq6P337t3Dx8cHeXl5Fi1axMWLF0lNTUVHR4eIiAgSEhJYv3490DcuNDExoaWlherqauzs7JCXlyclJYWHDx8SEBBAVVUVDx8+xNraGldXV168eMHAgQMFiV8SodS/f39aWlooKSmhrKyMtrY2nJycGDx4MO7u7ty/f5/i4mI+f/7MmjVr6N+/P6GhoQCEhoby888/093dzfTp01m3bh1HjhwhPj4efX19nj17hqWlJS9fvhTjsqNHj+Lh4UF4eDjQB8397rvvSEhI4NmzZ0yaNIk7d+4wdepUbt68yYEDB1BWVqasrIz29na0tLT4/PkzCgoKREZGivtSX1/PlClT+OGHH1i2bJkEYkp6ejr79+9HQUGB5ORkvv/+exQUFLh06ZIoLqFPI33+/HkOHDjAlStX8PHxQUFBgffv33P58mXKysoYP368kDsUFBTw7t07rK2txei6tLQUdXV17t69S3p6OsbGxiINYOnSpQDiWd+9ezdOTk40Nzdz5MgRoVHr168ftra2xMTEcPPmTZYuXUp2djZPnjxh/PjxIqLq9OnTLFy4kN9++02MjyUTgaqqKnbt2kVQUBCqqqr4+/tz48YNLl68yKJFi/j8+TOlpaWYmJjQv39/Wltb+frrr9HV1RUuYzk5OQFnrqiooKOjg9raWkaPHi2uc+3aNVJSUjh06JAgAxgbG4v7IglB3759O+PGjaOmpobr168zefJkPn78yJIlS5CSkqK5uZlhw4YJI9r9+/fFGFTirE9MTERGRgZfX18iIyPx8/OjqqqKK1euMGzYMCZMmMCQIUO4ffs2c+bMEY5syb09ffo0Tk5OGBsbo6ury+TJk3FxcUFVVZWwsDBSUlL+R0efX+jL+jQOCQnRpC/nMyQ4OPjNP7rAv/Hat29fcGFhIVevXiU3NxctLS0qKysJCgri2rVrKCkpYWJigrS0tBhpSNwhFRUV3Lt3j+joaGxtbenq6uLbb78lKSkJZ2dnTpw4QWpqKioqKmRlZTFkyBBWrVpFSUkJHz9+FLR3KSkpvvnmG3bv3k19fb0Y65iamvLlyxe6u7s5d+6c4PoYGBiIxICWlhZWr15NR0cH/v7+HDlyBEdHR9TV1SkpKREnkpKSEsaMGUNWVhby8vL88ssvNDU18f79exYuXEhlZSXR0dEYGhpSVlaGl5cXJ0+eREVFhXHjxmFra8uxY8f47bffAPjzzz+5fv06CxcuJC4ujkGDBmFqaoqZmRleXl7igaytrWXYsGF4eXkJlpUkqzAjI4Pbt2+zbds2wsPD2bJlC+/evQP63KWLFi3i/fv3eHt7o6ysjKKiImZmZigpKZGZmUlcXBwFBQUMHDiQsWPHsmDBAs6dO4etrS3379/n+vXrNDY2YmJiQmpqKubm5pSUlGBiYoKOjg6FhYV4enoSGxuLsbExHh4eeHp6An3C2NGjR2NiYiJSIxoaGmhra+Pjx488evSI3NxcIXqVkZFBRUWF7u5utLW1Re7fnDlzKC8vR1pamh9++IHS0lI2btzIiBEjREEQERGBr68vN27cwN/fX/DuJLqctWvXMnbsWPGi+/jxI2vWrOHz588CYjx27FjWrVvH5MmTxZi5sLCQ+fPnC/dvWFiYcL0ZGhpy+PBh1q1bJzIeFRQUKCkpQVlZmfHjx/Ovf/2LkSNHcvjwYYyMjFBRUcHU1BRvb28+f/5MT08PWVlZTJ8+naqqKqFxSk5OJiwsDENDQwYNGoSVlRWWlpYcPXqUHTt2UF9fj42NDZqammRnZxMaGoqSkpLQ/f31118ibWDx4sWMHDkSJycnVFRUOHToEBkZGTQ3N1NdXS1im4YNG4ampiaGhoa0t7ejoKAguo4rV64kKyuLkSNHEhYWxpcvXygpKaGqqophw4bx8uVL9uzZw61bt2hpaRE6Rwm7TRIVt2DBAtLT00XxDX0Q2MDAQJ4/f46cnBz6+vqUl5cjIyMjcBrQF0ukqqrKyZMncXR0ZOTIkRw7doyenh5ev37N6tWrUVVVJSMjg9mzZ9Pb28vChQvx8/OjpqaGgIAA0tLS6OzsFML9+Ph4/Pz8ePbsGfb29syfPx8dHR3RzQoMDOTmzZvU1NQwduxYTE1N0dbWxsvLi8GDB4sMWn9/f1RUVFBTUyM3N5epU6fi5+dHR0eHMJvY2dnh6elJQEAAkydPZty4cXz69AkpKSmcnZ2pqqpizJgxmJqacuHCBSZOnMjNmzextrZGWVmZZcuWMXnyZCwsLGhtbeTETvkAACAASURBVOXLly80Njair68vsA8VFRXi/7Rhwwba29uxtbXFzc2N/v37Y2Zmho2NDdu2bePChQssWbKEH374gXXr1vHq1SukpaWFJk0CApdMJ7y9vXn8+DHPnz+nrq4OMzMzpKWlmTdvntB9bd++XUwwBg0axLFjx2hoaMDMzIzOzk5qamoYPHgwsrKyDBkyhOnTp/PkyRNcXFyYN28eBgYGbNy4ET8/P7y9vdm9ezcZGRl0dnayefNmhg4dytWrVzlz5gyKioqoq6tjYGAgDi9NTU28fPmSwYMHo6yszKxZs6ioqBAUf1lZWTo7O9HS0sLAwIDq6mpaWlpITU3l7NmzDB48GCkpKYYMGUJbW5vIKj148CBeXl5ERUVx9uxZBgwYIAr3I0eOkJiYiJKSElu3bkVVVRVTU1OePXvG58+fycrKYuLEibS3tzNlyhR0dHSQkZEhOjqa1tZW5OTkMDY2RlpaGmXlPu+hJAVl586dTJs2jYMHDzJ+/Hg+fPhAeXk53d3dDB8+nN27d6OmpsaqVasYMmQIMjIyvH37FiUlJeTl5WlubkZPT0+wCS9cuMCiRYuIiIjA0NAQW1tbNm3ahIaGBitXrsTR0REFBQV6e3uxtLQUiQFBQUGoqanx9ddfExgYKIwy+vr6pKSk0NDQwM2bN/nuu++Ijo4WaCIJ99DW1pb9+/djampKV1cXycnJ9OvXDyUlJXHPFi5cSF1dHQMGDCAlJYWqqirMzMyIiIhg0qRJFBQU0NLSwqBBg4RcKicnhzVr1vzPjT6Dg4OzQkJC0oFSoBk40Nvb+/Qf/eV/83XixIngRYsW4eDgwKtXr8jNzUVdXZ329na0tbVZvXo1MTEx2NvbY2xsTGhoKFVVVZw+fZo5c+ZQWFjIhw8fqK2tZe7cucLK39DQgKenJ87Ozjg4OFBfXy80OdHR0VhbW3P16lXi4uKYNWsW+/btY8OGDdjb27Ny5UqOHz8uWqwvXrxg4sSJqKio4OTkxJ49e6iqqmLp0qW0tbUhKyvL3r17cXZ2pqWlBVVVVUaPHk1aWhpdXV18+fIFGRkZrK2tiYuLw8nJidbWViwtLcnOzhbjSBUVFQoKCpg5cybS0tKCm9bV1cWZM2dobW3F0dFRYCq0tLRYu3YtBQUFqKmpMW7cOFRVVbl37x62trZs27aNoqIiAXxsb2+nsbERAwMDobcyNjbG1NSUjo4OmpubRRzXiBEjuHv3Lq6uruzcuZPhw4dja2tLbGys0BlMmDCBqVOnsnHjRgGAhT6UyZQpU3B1dRW4AQkA2NbWVrCXRo4ciYKCAsXFxXR3d4sOaHx8PFpaWiQlJREVFYWVlRUJCQmoqqrSr18/IiMjGThwoHBOFhcXs3LlSnR1dUlJSWHWrFkYGBiIjfrGjRtISUlhYWGBs7Mz9vb2wmGUkJDAyZMnBatMXl6eT58+MXToUMaNG8elS5dE/qqBgQH9+/dHVlYWFxcX0d4vLi5m/PjxNDc389NPPwmSv7u7uwDK2tra0tLSIl5OVVVVpKSkCKFzVVUVixYtoqmpiSlTpmBkZISxsTH19fUMGDCA/Px8QkJCKCwsxMjIiJycHMaOHcuECRNobm5m7969PH36FCMjI9zd3dHX18fBwYEjR47w5csXFBQU+Pbbbzl+/Dhz587l5s2bqKuri5NmY2Oj2EA+ffrE69evKSoqEp2Hixcv0tTUhLS0NN9//z3FxcXo6emRl5dHc3MzkydPFkaABw8eUF9fL/RuKioqmJmZoaamRn19PYWFhaioqLB582YSExN59OgRnZ2dZGZmMmvWLOFglRS7+/fvJ2TuXF6fOcO5v/6iSVYWZ2dnampqyMvLw9fXF3d3dwwMDNDR0WHGjBls3LiRuLg41qxZg42NDeXl5bi5ueHh4cH+/fspKytj+vTp5OXlISUlRVxcHKmpqTg5OTFs2DCys7PZuHEjV69e5bvvviMpKQlHR0e8vLwEjFlPT48HDx7g5OSEm5sbmzdvpn///pibm1NVVcXevXuprq4W9zYuLo63b98iJSUlckq3bdtGTU0N9+/fx9bWFktLS4qKisRn0dHRQVtbG83NzTx+/FgUQ0ePHuX169dkZGRgZ2eHs7MzCgoKnDhxgn379vHHH3/g5eWFg4MDe/fuFYDklJQUBgwYgJaWFhoaGiQnJ5OZmUn//v2xsbHB3d0dTU1Npk2bRnV1NdLS0rx7904EZRcVFWFkZERLSwsPHz5kyZIlGBoacu/ePebPn8+pU6fQ1NTEwsICHR0dtLS00NPT49mzZ5ibmzNs2DDGjBnDnj17+PvvvxkxYgRPnjwhMDCQP/74A0NDQ44cOYKvry8FBQXk5OQwd+5cKisrhfavtrYWBQUFZGRksLKyYurUqVy6dIm0tDRu3rzJ4MGDKS8v57vvvmP69OkEBARw6dIllJWVUVZW5uzZs5SUlJCZmYmTkxPPnz8nKyuL1atXIyMjQ1FREcHBwQwcOJCFCxcSGRlJQ0MDw4cPZ8uWLfTr149Hjx6RkJBAamoq1tbW6Onp0b9/f0xNTQXCKTs7m4aGBoyMjHjx4gVTp04VsYL29vasWLGCwMBAod9sbW3l8uXLtLa20q9fP65duyY6feHh4QwbNgw7OzsRZm9qaoq0tDRPnz4lNTWV4OBgpk+fzvPnz+np6aGgoABXV1fa2toYPXo0Tk5OKCgoiD1p/vz5TJw4kUGDBnHo0CFevHgB9JkBSkpKOHnyJDo6OsTExGBoaMjkyZPp7u6mo6MDBwcHqqqqaG1tJT8/Hzk5ObGHbN26lZiYGIKCgrCxsWHgwIHiwKKnp4eSkhIpKSlcv36djo4ONDU1hZt90aJF3L9/X6BpJPIlfX199PX1sbS0FDKLZcuWUV5eLuqC2tpaIZfR0tJCUVGRkpIS1NTUGDx4MPfv32fNmjVs2bKFyspKqqur/9Ho87/Ec0iWlJSURW9v7xsg93/7Nffe3t64f3qNf9fV1NQkwr23bdsmNjqJ++P333+ntbWVtLQ02traUFVVxdzcnOrqagoLC/H19aWkpISSkhKysrKor69HTk6Onp4e7t+/D/TxuiQsFUluWHx8PHp6enh7e3Pnzh1hl37y5AkxMTHMnz8fGxsbjhw5AvSN+hwcHIiOjmbv3r2i81RaWsrnz58FcqKoqIi4uDi6urqYMWMGgGDUqKioEBAQQF1dHTk5OeTk5LB48WIyMjJoampi586dAg545MgRnj17Joj8knHh3bt3MTc3R0lJiSNHjhAVFcXKlSsJCgoiNzeX2bNnC+2SjY0Nq1ev5sGDB4wdO1aMHST5lHJycty5c0ekF1y/fl0IsNXV1fH09KSurg5HR0dRZEoitSTu2bi4ONLS0igrK6O+vl44VWtraykpKaG6upq5c+dy8eJFurq66OnpEaytvLw8DAwMsLS0FPiJwYMHC/dnXFwcy5cv5+7duyJSSUFBAW1tbTFSMDIywsjISHzWkZGRVFZWUlxcjJGREfr6+tjY2PD8+XPa2tqor69HVlaWd+/eiVDq9vZ2Ghoa0NDQ+E9j9+zsbAYMGCDyLl+9eiUipaZMmUJjY6PAhCQmJvLu3TvMzc1RV1cXKRkrV64UME4pKSl6e3uZMmUKDx8+xMjIiObmZuFiO3ToEB8/fuTEiRPU1tYSFhZGRkYG33//vRgPnzp1ivr6enp7e4XjMzQ0lJKSEgDev3/PqFGjyM7ORldXl/Hjx3P16lUsLCxISkoiKCgIKSkpkUEZGhrKihUruHjxoug+SYKjp06dSkVFBdra2ixatIj09HTU1NSQlZVlw4YNvHv3juTkZAwMDBg6dCi7du0S96G6upq3b9+yZ88evvnmG2xtbblx4wZmZmZMmjQJZWVlcnJy2LFjB7Nnz2bLli2sW7eOW7duibQAX19fmsrKOFtWxpfZs+lqbeU5cL+uDv/YWLroOxRIdEF5eXkMGjSIZ8+eiZDxvXv38t1331FfX8/r1695+/Yta9euJT09naSkJCwtLQXYWOJuhr6RqcTRWFZWRldXFzIyMoSGhgpwMPy/vKf8/HwOHDhAQ0MDJ06cQFVVldmzZ4sA8dOnT2NtbU1BQQEWFhasW7cONzc35s6dS29vr2CDHThwgBUrVmBmZkZ1dTV6enrCJV1eXk5wcDD+/v788ssvaGtr8+TJE/H75ubmvH37lqamJrZt28bdu3dJTk4mMDBQBIjX1dVhZGTEjz/+yOnTp4mOjmbKlClcv34dHR0dHB0dxaHT2tqaoUOH0q9fP3R1dUWsUXV1Ne3t7YIVdvjwYV6/fk1TUxMtLS0oKSkxe/ZsYmNjKSgoEJrVmTNnCqf1hg0bUFdX5+DBgyxZsoSjR49iYGDAx48fcXFx4dq1aygrKwutqYQ5tmbNGjFe7+jo4PTp0yxfvpxvv/2WzMxMCgsLsbGx4cyZMyQnJ/P8+XMRiSYxemRlZYl8zLS0NLS1tZkzZw55eXnY2dmRn59PREQELS0txMfHCw1dc3Mzr1+/Zvv27UIfC30d+fXr19PV1cWPP/5IT08PHz58YN26dXz11Vdcu3aNu3fvkpqayqBBg1i7dq1whUZERIjn1s7Ojs2bNwtH5uDBg4mNjcXFxQUDAwO6u7tZtmwZ2tra/Pjjjxw4cAArKyvxHvvll1+wtbVFU1NTRDZ5e3ujoKBAW1sbv/76K8uWLePNmzdYWlpy69Ytpk+fzsWLFwWQPDMzkxEjRohGwKlTp/jrr79ISUnB3t6elJQU5syZw6lTp3j37h0HDx4kNzcXc3NzIc/Zvn0779+/F7DwvXv3sm/fPvEO3L59O2vWrGHs2LGEhYWhoaGBh4cHI0eOFPvtsGHDyMrK4suXL7x//54ZM2ZQUVGBRC42bdo0Zs+ezfLly1m0aBHR0dF8+fKFpqYmenp6xP4iyRfdv38/W7duxczMDB8fH0JCQkQm6H+1/jsatWzgAvAToPC/frTv7e11/kcX+DdelpaWvRcuXMDW1paIiAja29tRUlIS8+7vv/+exsZG1NTUuHLlCl1dXbx8+ZInT57w4cMHgoKCCAwMJD8/n9mzZ+Pu7s6RI0fIzs4WOXtSUlK8efOGrq4uLC0tKSwspLOzk7t37+Lt7Y2vry8NDQ0UFhZSWVmJr68v3377LeXl5eJBSk9PR1FRERkZGRG7cv/+fTZu3Aj0YREOHTrEjBkzuH37NjNmzKCzs1PoVaAPRvjhwwfhzkxPTxeuI4n1WwLMvXXrFjdu3MDb2xs7OzvKy8uBPkRGUVERJSUl9Pb20t7ezuTJkwXjSUlJierqaoqLi3n79i0BAQHipSvBhFhbW2NjY0NiYiJVVVX4/z/svXdQ1+e6t3vRe+8d6SBIUxBQEBSpIopdibHFEnsSWxIDKxpNdCUxMWhiib13EOwaQZBmQaSJIFWq9CL1/OHiOeud2TPv3nvWOWe/c9YzwziD+Bt+X+H7fZ77/tzXtXgxT58+xdnZmYSEBExMTNDT06OkpARtbW20tbU5ceIEEyZMEDfaUaNGce3aNSorK7l58yZXr14FPrBrXr9+LQZAenp60NTUpKOjg4yMDKKjo8VDVE1Njfb2dgYGBhg+fDjv37+nq6uLyspKEfD+9ddf0dHRobq6GjU1Nfbu3Yubm5uYGGpsbCQkJIQbN25w4sQJPD09mTt3LuvXr2fkyJHY2dkxYcIE8vPzsbe35+7du2hoaGBmZkZYWBjwgQmXl5eHnJyc2Cw9ffqUvr4+0QZwcHBATk6OW7du0dPTI07G33//PQDZ2dlUVFTQ3NxMZmYmw4cPx9PTk9DQUE6ePMn169eZN28eM2fOZMKECSgoKDBt2jT6+/tJSkoCICgoiMrKSmRkZPjyyy85ceIEX3zxBaqqqqJS7OTkRFlZGXl5efz000/ExMQQFhbGy5cvAYRFws7ODicnJzZt2iTauvLy8sycOVPkUNra2nBzc8PFxQUVFRUBIjY2Nua3336jq6uLqKgohg8fjp2dHcePH2fu3Ln89ddfbNiwgczMTFJSUoTrb926dQJZcP36dezs7JCUlGTatGn89NNPrFy5kri4OAwNDUlLSxPS9ytXrpCXl4eamppAGcCH6TSdr76ivqqKyIYG+gEF4DLwF7DjHz/LVlZWTJgwAV1dXaKionB1dRUZxtLSUrKzszl58iTffPMNra2tFBYWIi0tjY+PDwMDAzQ0NDBmzBgePHiAmpoa/f39PH/+XABvS0tLuXjxIv39/Rw4cAAZGRl++OEHtm3bxrFjx/j44485deoUqampyMnJYWhoSEREBLdu3RIbaABXV1eKioq4fPkyGzduJCUlhWvXrmFvb4+5uTnd3d1oaGhw/fp1WlpaWL58Ofb29iIrFxgYyPnz59m2bRvPnj1DS0uLnp4esrKyKCgoYMGCBZiamgKwevVqJk6cKA6uQ0BX+HCYHIJw19TU4OHhwcuXL8nLy2PWrFmcPXuWadOm4eXlRX5+PgcOHMDf318cSpYvX466ujo1NTWMHj2akpIS5s2bx4QJE3ByciI4OJj4+HhCQ0PZsGEDFhYWIjvk4uICfMhkeXp6cvv2bWRkZEhMTGTNmjWcPn0aKysrfH19MTU1RU5OjgsXLhAUFCQYiE5OTsAHcHV9fb3wpK5evRpHR0du3bpFfn4+a9asYe/evfz66698//33pKamkpeXJ7Jk8GHT+fbtW2bMmIGCggInTpxg0qRJvH37VuBqvv/+e6ytrTlx4gSXLl0iOTmZAwcOiP+X58+fY2try759+9i4cSMnTpwQm0o9PT0WLlzI2rVrOX78OAoKClRUVIhr/c/w76F70ZYtW8Rh3sHBgTt37ojCRVpaGpcuXWLXrl1ER0fj6uoqOhlr1qyhv7+fw4cPs23bNsrLyykvL+eXX37h3LlzbN26lZCQEFJTU/Hy8hIaxqHnF3wACGdkZHDkyBHmzZtHcHAw9fX1REVF8d1336Gjo0NqaiqBgYF4e3vz4sUL7OzsKC4uFoeBo0ePcuTIESQlJXn+/Dlnz55l//79nD59mt7eXoqLi+np6WHDhg0cPXqUMWPGcP78eW7evCmYkioqKlhYWIh4ioGBAfX19eJrhw7TQ393+fJlcnNzcXFxQUZGBviAblJUVKS8vBxZWVmB8RgaFtm4cSPZ2dn/24ya5P/uC/5peQImQCqQCVQDPv+Ff//v9e/17/Xv9X/UkujrwyU/n70mJgwxxLuAzcCC/w+/r3+vf69/r///rP/KMIEE4AvYAorApcHBwRf/z31r/++tP//8M8bIyIjz58+TnZ1NSEgIqqqqLFq0iPDwcPT19VFQUCAtLY3p06cjJyeHnJwcp06dQk5Ojo8++ggFBQVGjx5NTk4OZWVlLFy4kHv37iEpKUl9fT3Pnj1DUVGR8ePH8/vvvzN79mzOnz+PqakplpaWXL9+HS0tLeLj45GXl6eiogJnZ2fCwsLESLizszOpqak4OTkhLS1NUVEReXl5gtd27949FixYwM8//8yaNWuEU3PKlCki91RTU4OJiYnIgDU2NjJx4kS++OILoY8yNDSksrKShIQEIWEuKiqivLyc+vp6Xr16hZ+fH42NjaKqdOvWLZ49eybkwUPtwQcPHpCSkkJZWRmOjo6sW7cOZ2dnIXju6urC1dWV1NRUPvnkE/T09FBXVycrK4uamhqkpKTQ0dGht7eX5uZmxo8fT1paGi0tLbx8+ZLBwUHmz58vciND17y8vJzJkyezf/9+BgYG0NXVJS4ujo0bN7Jp0yYWLVqEra0tampqnDlzhmnTpuHk5MSSJUvYunUrSkpKhISEEBISwoMHD4Si68aNG9y9exdnZ2cePXpESUkJc+fOxdzcnLi4ODo6OsTU3dAk4ZDyaGjp6elx+/Zt/P39CQ8PZ9asWfj5+VFeXs6mTZvw9fVl1apVJCYmEhISQl9fH7KyskJP0tPTQ39/P4qKijQ3N+Pt7Y2npyfPnz8Xrj1dXV08PT3JysrC09OT5ORkjIyMGBwcxMrKiqamJkaOHImRkZF47ebmZlHZ8/f3R0pKCllZWWRlZcnNzeXnn38W1VZZWVmRHRs3bhwVFRXCvxkdHY2GhoZwOk6bNg0lJSXmzp2LhYUFDg4O5ObmYmNjw/Pnz9HR0RH6m/Lycvr6+rC3t2fy5MmEhYVx9epVvL292bt3L59++qlAp4SFhaGmpsa9e/eEANnOzk7AOQ0MDNDT08PAwABFRUV8fX3JzMzk1q1b+Pj40NfXh4uLC0VFRRgaGtLe3o6npyfDhg2jqamJhoYGUu7cYWxKCouqqxn4p3uGFLCGDxNVkZGRWFlZ8fnnn2NiYoKcnJzgfCUnJ9PZ2Ul6ejrDhg3jzJkzAj78/v17oTRqbW2loaEBX19fAgICMDMzY9SoUcycOZOZM2diYGBAR0eHIOFXVlaiqKjI2rVrefToEUZGRmI6b/HixWhraxMYGIiVlRW3b9/m7du3eHt78/jxY9zc3Bg7dqzIyY4ePRpZWVnGjBlDa2srHh4eBAQEoKKiwsqVK1m8eDFOTk6MHDmSc+fOYWBggLq6Ovb29qipqZGVlcWjR4/46KOPMDIyIj4+HnV1dSwtLZGSkmLSpEn09fVRXFwssrzXrl1j6dKlaGpqcvv2bRYuXCik3IGBgQIuO5TlHJKXh4eH4+TkRGJiIvfv30dSUpJt27Zx7do1/v73vzNnzhw6OjqoqKhg0qRJyMvLM2nSJFGJjY6OxsnJCScnJ6HGGkIWffrppxgZGeHh4YG+vj6JiYncu3cPPT09GhsbRSdlKEM4FJz/4osvWLJkCUlJSSxZskTou6ZOncqBAwd4+fIlK1asYM+ePQJsPVRpamxsxMHBASkpKVJTU1FWVkZXVxcTExMeP34sKr9z587lxx9/ZMyYMbx//5729nby8/MZOXIk3d3d3Lp1S1xze3t7MVHc3d3NpEmTyM3NZfbs2Xz++edERERgYWFBSkqKYBza2tr+Lx7frKwszM3NcXBwoKKigtGjR3P79m1UVFS4fv06xcXFPHr0iJkzZ+Li4sK8efMICgri1q1bYljN09OTyZMnExISQnt7OzIyMsyYMYP09HSmTp1KUVERxcXFQsTe1dVFSUkJZ8+eFXk2CwsLenp6mDp1Ko8fP6aoqIj169fT19cncmuJiYmUlZUhKSmJq6srurq6KCsro6enh7y8PLW1taxatYq2tjaOHTsmuJy2tra0tbURGhrK4cOHefHiBXv37iUyMhIvLy9h+RlivBUVFREXF8fMmTNxcnLiwYMHnDlzhtbWVtauXUtjY6OwnGRlZdHa2sqaNWuYMGGCsB+5urqydu1anj17hoqKClevXv3XDhPExsY+AXKBecBZYHNsbGxUTEzM+f/UC/wPXt99912Mvr4+c+fOZe7cufT29tLb24uxsTFSUlJcu3aNkpISMe0VERHBrl27+Oyzz3BwcOD06dMiS3LmzBkiIiIoKCgQD6YhBtft27fp7OxEXl6e6upqDA0N0dfXZ+XKlUL5MVTCTk5OZsGCBaxbtw5TU1NaW1uxsbHB0dGRP//8k+7ubmRlZZGWlsbMzIzBwUGsra1JTk5m0aJFKCgoICMjg5qaGk1NTezfv59JkybR3d3N1KlTCQkJwdzcHG1tbdLS0vj0008JCAjg1atXjB8/nsuXL7N161ZkZWXR19envb0dCwsL9PX1ycrKwt/fn+PHjzN16lQePXok2lFz5sxBTk6OWbNmkZCQwMSJE5GTk2Pt2rViE1VQUICnpyfFxcUoKysDHzJ0u3fvxsXFRQSHL1++jI2NjcjP9fb2UldXR3h4OA4ODqJVaWBgICayZGVluXHjBs7OzjQ2NjJ+/HihqXJzc6OiooI5c+aQkZFBbW0t/f39qKioCMhjZWUlxsbGdHR0MDAwwMDAAKNHj2bkyJE0NTVhbW2NjY0NFRUVDA2gXLx4kaVLl2JoaChAwadOnaKpqQk7OzsiIiIICwsT1+Pu3bt88sknonUkLS1NS0sLzs7OLFmyhN7eXszMzLh9+zbz5s0jISGBSZMmUVFRwcOHD9HQ0EBSUpKoqCjc3d2RkpLC0NCQQ4cOCRixtbU1N2/eRE9Pj+bmZv72t7/x6NEjXr9+jb+/P/ChLG9jY8O7d++4e/cura2tLF68mLq6Oj7++GMhjt+yZQtSUlJYWlqSlZXF2LFj0dDQYP/+/Xh5eZGQkCDQDPb29qiqqtLR0cHz588JDw8Xreshl+Pjx48JCAjg4sWLXLt2je3bt/P7778TERFBQkICzc3NhIaGIicnx4sXLzA2NsbJyYmtW7diZGREeXk5kZGRrF69mv7+fvr6+jh+/Djr1q3DxsYGZWVllJWVqauro6Ghgf7+fkxMTGhvb+fIkSMi7D8kgpaWlsbS0pLAwEDMzc2FZ/LGjRsk3LyJd1sb74F/xtyuAQZUVGjy9xeeTvhAM/fw8MDR0ZGgoCDGjh3Lzp072b17N66urmhoaKCpqSnYUh4eHsybN499+/bx4MEDnJ2dcXZ2RlVVlb179zJ//nw0NTU5d+4c/f399Pf3c/DgQbZv3461tTUyMjJUVVWJ6eTMzEy+/vprent7GTNmDMXFxeJgExoaSm5uLqWlpURHR7Ns2TIWLVrE/PnzuXPnDnfu3KGlpUUM7BQUFIh2aEtLC/X19QwbNgwDAwMxwTt69Gh+//13lixZwsOHD9HS0uLdu3eYm5tz9uxZkecpKysT9Pih6eE7d+4AEB0dTWZmJm1tbdja2lJTUyOC2MrKyjQ0NKChoSE2hioqKiKKMWzYMNTV1fHz86Ozs1MAyfX19cnOzmbXrl2EhoZiamrKTz/9xJUrV7h27RpXr16lp6eHxMRE5s6di4aGhnADGxoa8tdff4nhsN9++w03Nze8vb05cOAAo0aNIiUlhcLCQs6ePcuyZcuorq5mtosEwgAAIABJREFU6tSpbNmyRTD/Vq5cKcwTzs7OVFRUMGvWLIyMjDA0NGTUqFE4OjpSVlZGcnIyH+Q/CAWeiYmJ4ESuWrWK48ePMzg4yJYtW9i+fTuRkZEiGzl79mwBtbW1teX333/HysoKLS0tMRg31LZzc3Pj/PnzwkDx/v17SkpKaGhoYNq0adjb2zM4OEhHRwe9vb34+flx/PhxfH19iY2NpaOjg3fv3hEXF0dSUhIODg48fvyYV69eERkZyYEDB9i+fTsVFRXU1NTg5uaGrq4ufX19/PHHH7x+/Zpp06ahoaFBYmIiAQEBwhgjKyvLunXrcHV1JTExkaamJhQVFZGUlMTe3p6TJ0/i5eWFk5MTUVFR1NTUYGdnx/79+1m/fj2ZmZnU1NTQ1NQkLD3BwcGcO3eOjIwMXr16xbp168jNzcXLy4uSkhLBDg0ODubKlStiY66mpoampiaNjY1s3bqVyMhIXFxc+PLLL5k8eTImJibo6uri5eVFZWUlDx8+ZNWqVSgqKpKbm0t/fz/29vbExcUREhJCeHg4bW1tGBsbk5aWRmZm5pDa7l+6UcsaHBw8GRMTMxATE9MeExNzJjY2Vj4mJuY/xnT/H7R2794dk5SUhLy8PDU1NdjY2HDixAmuX7/O3bt3UVVVxcXFhfj4eKZOnYq8vDyGhoYMDAygoqJCYGAgW7duFcLlZcuWCaGul5cXhw4dYvfu3aLPXlpaSn19PdOmTeOvv/7C398fOzs7nj59ioGBAUZGRkhLS5OamsqcOXMEMXns2LHExcWxYsUKjIyMROVp7NixODk5ERgYyDfffMOoUaN48OABL168ICsrC3l5ecaOHcvg4CA6Ojr8/PPPNDQ0YG5uzk8//URERATx8fF4e3vz8uVLqqurCQwMJCsri+rqamRkZBgxYgQjRozAzMxMPOjfvHmDqqoqY8eOJT09ndevX1NVVcWsWbOEgcDHxwc5OTnu3LnD4cOH6erqQlNTExUVFcrKyoiIiGD//v3o6upy4cIFtLS0aGpqori4mM2bN9PQ0CC8qC4uLpw+fRoNDQ2qqqq4du0aHh4evHjxgu7ubgGjnTFjBkZGRujp6XHkyBEiIiLE5nj48OEcOnQIZWVl+vv7sbOzo6ioiOTkZFxdXVFTU8POzo6uri5SUlJ4/PgxFRUVODo6oqCgQHp6OtevX2fBggV0d3fT19cnNnXq6urU1tYSHByMv78/2traGBoaoqysjKysLAAODg68efOGnJwcgQGRlpZGTU2NoqIiLCwsiI6Opq2tjerqarq6unj37h0eHh5kZ2czbdo0PD09+eqrrygvL6euro5x48axb98+cnNzRUZww4YNYtqzpaUFf39/xo4dy7p169DT00NGRob58+fz5ZdfClOFu7s7jY2NHD9+nLCwMFxcXJgzZw67du0iPz+fsLAw9u3bh4KCgsBBmJmZceHCBaZOncqGDRu4fPkykpKSdHR00NPTQ01NDQMDA8ybN4/AwEAAnJ2d+fvf/87q1auZNGkS69evZ+vWrRQWFmJlZYW1tbXQ67x+/Voor8aNG4evry/ffPMNDx8+RF5engsXLjBq1CjKy8vZsGEDLi4uIlvo7e0tNvzNzc28f/+empoatLS0uHTpEgYGBuL3zdnZmZs3b5KQkMCwYcPo6urCxMTkg8O2tZWjgB6gyYdN2hxJSW7Mno2Mri5Tp05FVlYWJycnLly4gKysLAcPHhQDM0PC8Z6eHhQUFGhra+PIkSPU19djaGjIqlWryMrKIioqio6ODnbs2IG8vDw7d+6ku7ubwcFBvvrqK7S0tAgMDKSiokJ4Xevq6mhpaaGxsZEbN24wa9Ys+vv7+fnnn5k8eTJ6enrk5OSgqKjI6NGjkZaWRl5enhkzZiAlJYWuri6HDx+mpqZGALaHOGhDWS4NDQ2+/fZbHjx4gI+PDxoaGpSXl+Po6IiEhAQREREkJSXR2dnJ4OAgRUVFVFVVoaWlxcGDB4mKikJSUhJfX18sLCyor6/n8OHDWFtbExISQkZGBidOnBCYoKamJgYHBxkzZgxtbW3U1NSgoqJCVlYWenp69Pf309vby8OHD1m5ciXt7e28efOGMWPG0NPTg5SUlPDAmpubM3PmTL755huBV7l37x7d3d20tbWRlJSEl5cXt2/fZuvWrbi6uvLw4UPy8/P57bffBILD2tqanTt3smXLFmFH6OzsRE9PTxhbCgoKGDZsGKWlpaioqGBkZMSLFy94+PChQJTY29tz7tw5iouLOXLkCDdv3qSqqkoc3CQkJJg1axZ79uyht7eXvLw8gS45ffo0v//+O+fOnRMH3FevXqGtrc3UqVPp6upi3LhxvH//noaGBlHx2rJlC2PGjKG3t5eAgACam5spKSnBysoKR0dHurq6kJaWFszNe/fukZCQQF9fH+Xl5dy/f5/o6GhhmwgLC2PkyJGoqakxfvx4UfEeQkfNmjWLw4cPY29vT2FhIenp6SxevJiBgQEaGxtpaWkhKCiIlpYWgZv5888/UVZW5t27d1y4cIGXL18iIyPDxo0bqaurExW9IXViYWEhiYmJSEtLMzg4yI4dO0S+VE9PDz09PR48eMCKFSvIz8/H3Nycy5cvc+jQIX7++WecnJxwdnbm2LFjODg4iOziUCdBSUmJ0tJS4dcdHBykra2NgwcP8vHHHwscydWrV3Fzc+Px48f09vYiJyeHsbExZmZmwjP7xRdfcPnyZS5cuMC4cePQ1NTE2dmZMWPGcPDgwX+tmSAmJqb6P/jc//GbNPigkBo3bhyPHz+mra2NEydO8NVXX4kb+OvXrwkKCuKXX34hKioKeXl53N3daWtrEw/Cu3fv4u7uzqRJk8jPz0dRUZEzZ85w8+ZNGhsbsbS0pKioiMrKSioqKhgYGBCk7qCgII4ePcrw4cMxMTHBxMSE5uZmCgsLxQ+QqakpJiYmjBo1ipaWFpSVlVm5ciXJycli7D87O5s1a9YwfPhwNDQ00NfXJyIiAjk5OVatWsXZs2cJDg6mt7eXU6dO4enpyYsXLzA1NUVTU5Off/6ZsWPH4uvry86dOzEzM0NfX5+cnBzS09PJzMwkLS2N+vp67OzssLW1paCggF27djFt2jSqqqqIjIxk7969ZGRkMH78eBITEzE3N2fdunV8++23BAcHi8GAwMBAlJWVqaysxMzMDC8vL9LS0rC0tMTa2lpUHlxcXMjPzxc6qnnz5mFsbExiYiLh4eGYmJgISvZQIDYjI4MvvviCmTNnUlpaSlJSEnfv3mXixIm4ubnR3NyMgoICzc3NYpBj0aJFREdHU1hYyPDhwxkxYgQaGho8f/6ct2/fYm9vj5mZGQEBARw4cEBgJHp7e3nz5g3Gxsa4ubmRkpLCxx9/jLKyMjY2NsjJyQGI9xkfH4+Hhwd//fUXTU1NVFZWoqWlhYKCAs7OzuzZs4fAwECMjY1paGjA3d0dPT09nJ2dkZeX5/79+yxfvhwrKyva29s5duwYMTExXLx4UWzSXF1dUVJS4urVq6Snp+Pm5iYeQEPh7V9//RVHR0fMlJSQ370b/V9+YURBAVGzZ/Oku5tvt21j6tSpWFhYCEenp6en8PW5uLigrKzMb7/9ho2NjRgKcHd3x9HRESsrK8zNzdm1axd//vknJ0+eJD8/n66uLoYNG8Yff/xBeHg47e3tuLm5kZ2dTU9Pj4DdNjQ0kJOTw+jRozEzMxMPsb/97W/cuHGDFy9eMG/ePHx9fXF1dWX27Nn4+/uTkpJCW1ubsAJoamri5+fHxYsXhUDbwMCAwMBA3r59K5AfAQEBwvU4JFFesGABzUpKnBkYwKSxkSk6OtiEh1P+5Ze4/QM0+/r1a+7evSve+9atW5kyZQpnzpwhIyNDKOEmTpzImDFj+PzzzwkJCcHAwABtbW2kpKTEQ2fhwoVcuXKFUaNGcfDgQby9vUU7uauri6ysLJqbmzE1NWX58uXC75qbm0tcXBzGxsaYm5sTFBSEvLw8K1as4OXLl5SVlWFlZUVeXh5WVlZ8/PHHeHl5ERQURH19PdnZ2cTGxgo119ixY9HS0sLf35/GxkbmzZtHZGQkXV1dDB8+nL6+PoFe+OSTT/D09ERaWpqOjg58fHyQkJDAxsZGKLfy8vIwNTWls7OTvr4+Zs6cSVpaGm5ubujo6LBnzx5OnTrFokWLKCgooLW1lUePHqGlpYW6ujqnTp1iw4YN3L17V4jgS0pK8PHxEdy8ffv2ifD/EO/QxsYGXV1dUSUMDQ3Fx8eH8ePH09nZyebNmxkcHMTQ0BBDQ0Nu3bpFR0cHjo6ObN++HRUVFaysrEhJSSE6Opo1a9bQ19cneGu1tbWEhYVhYWEh/s3mzZvx9PSkt7dXWAlkZGR49+4dZWVlwsm8du1agoODxQBVeno6a9asQVVVle7ubnE4fPv2LU1NTdy7d49t27ZhY2PDxo0bCQwMJDU1FQBvb28uX74soMj+/v7o6elhZmbGlClTeP78OU5OTnz22WdoaWmhr69PTU0Nvb29+Pj4YGpqSk5ODsXFxfj7++Pm5oaTkxPjxo1DWlqamJgYvv76awwMDNi3bx+GhoYYGBhw4MABVFVV+f3337l7966wepSUlODh4UFnZyejRo2isrKSuro6tLS0WL58OevXryciIgJ/f3+Ki4vJzMxk9erVWFpakpKSwtatW/Hy8uLJkyf09PTQ1dWFk5OTmMY2NTVFVlaWkJAQNDQ0GBwc5Pjx42hpadHb20t3dzednZ0CSyIlJSWGpHR1dUlOTqa/v583b96wcOFC9u7dK7piQ8NqlpaWjBkzBk9PTwICAigvL8fBwQFdXV2am5vJyMigt7eXZ8+eoayszNixY1FQUGDRokUCfTRz5kwuXLhAVFQU1tbWWFhYUFBQQEdHB5qamvzxxx//mo2ahIRESkxMzGEJCYm22NjYzbGxsVv+6WNzTEzMjv/e9uh/ztq3b19Md3c306ZN4/Lly9ja2jJixAiys7Npbm7m5s2bSElJ8fLlS0aNGsVHH32Erq4u2dnZ1NbW4ufnh4qKCoqKily6dInw8HCKioqwsrJCR0cHNzc3Fi1aRG1tLR999BGPHz9mwoQJeHt7M3z4cGRlZYUHNCcnBx0dHTo6OpgwYQJJSUlMnz4dAwMDSktLATh37pzIXhQUFFBTU8OUKVMYPny4EMcOSZslJSWRkpKiqqoKPT09Ro0ahaurK1FRUQIXkZSURFBQEMHBwVRUVPDLL7+wY8cOHj16hIWFBVVVVaioqGBtbY2uri7u7u6Ulpayb98+Xr58KZAAhw8fZtasWRw9epQVK1YwcuRI3rx5wy+//MKCBQuora0lKSmJ7Oxs5s2bx86dO3F1dcXT0xMrKytUVVVJTk7G0tKSkpISTp06RVBQENnZ2QJ6qKWlRXFxMa9evaK1tVVMuA1VHh4/fszWrVsZPXo0S5YsQVZWloaGBqZOnUpGRga3bt0SJeeSkhJcXFx4/fo17u7uLF26lOrqavT19bl//z41NTV0d3czY8YM7O3tgQ8VHk1NTXbs2MGsWbPQ1tYmKSmJkJAQ5OTk0NDQwNTUFF1dXfz9/bGwsMDHx4fOzk7y8vLEdRwYGGD8+PHU1tYKYGRqairR0dEcOXKEzMxM5OXl8ff3JzMzk59++omamhpkZWVRVFTk8uXLpKSkEB4eTmtrK21tbZSXl+Pt7c3UqVPp6Ojg5s2bfPbZZ2KiNzg4mMbGRgIDA4mLi8PHxwdDRUWUg4IoamridzU1TmRl4XHzJg/OnOGXf3hSjY2NUVZWZsuWLaxZs0ZkNWVkZARwc3BwkM7OTjo6OvD09GTnzp2oqKgQGxsr4K4KCgo0NjYSGRmJnJwc9+/fJygoiLdv32JpaUl3d7fIiA21Affu3cusWbP4888/OX36NBISEixZskSYD/744w9qamrw8/PDwMCAuLg44MPNdqiSWVdXx6effsqqVasYMWIEkpKSYopPRUUFLy8v6uvruXnzJsbGxrS0tKCoqIilpSWnT59m3LhxfPrll2jPnMmO4mJGrFxJQUUFbm5uIpM6xIoKCQnhzJkzPHjwACkpKQHtfPLkCQEBASKfZWVlhampKZcvX8bR0ZHOzk5OnjyJjY0NL1++FCDe5cuXc/LkSVG5evLkCVJSUowcORI9PT20tbUpLi4mKChI/OwXFBQgJSXF999/T0hICFu2bGHmzJnIyspSWFiIkZGRaA9bWFjQ0NDAxo0bOXz4MN3d3djb2ws91Js3b3BwcCAzM5OGhgaSk5PR0dHBysqKqVOn8ueff+Lg4MBnn31Gb2+vwMvo6+tz4sQJcc+UlJTEyckJJSUlwVTs7OzkxIkT2NjYsGrVKiIjI/H09OTrr7+mvb0dOzs73N3dmT9/Pl5eXowaNYoRI0YIaf306dM5d+4cenp6fPvtt+zdu5erV69SUFBAWFgYhoaGGBsbc+XKFcECPHToEKqqqtTW1mJmZoacnBxlZWXU19fT2tpKWVkZq1evpr29HSsrK9LS0ggICBCTrD09PVRUVJCfny9URJaWlqSmpnLjxg2+++47cnJy0NPTo66ujvj4eMEVa29vJy0tjfXr11NQUMCtW7dIT08nISGBRYsWoauri62tLXFxcdy7dw91dXUB4h3iG06YMIFTp05hb2/PkSNHmDt3Lvb29igoKHD8+HG2bNmCl5cXPT09jBkzhoGBAa5cucKPP/6Io6MjGzduJCMjAy0tLQwNDWloaBDmFUNDQwoKClBTU+Prr79GQ0OD7OxsQQfIzMxEQkJCVMZqa2sF8NXGxoZhw4Zhbm5OV1cXvb29ZGRkkJmZyfTp00lMTOTJkyd4eHjQ0NAgWtp79+4VHEwVFRVUVVVxdXVFWVmZ1atX4+Ligra2Nt9//z2Ghobo6OhgYmJCdXU10tLSODk50d7ezv79+wkLC+P+/ftUVlbi6+vLuHHjUFBQQElJCWdnZ0aOHElycjJmZmZCXD9jxgwUFRUxMzOjsrKS7du309vby+vXr+np6aGuro7y8nJMTU3p6urC1tYWXV1dqqurBSeusrISKysr3NzcuHz5snBA6+rqcuzYMbKzs9HT08PDw4O1a9eye/dubGxsBFrpX7JRi4mJOfyPP3f8Rx//zb3R/6h19OjRGFdXVwwNDfH19cXT05P3798Ld6aysjJGRkaoqamxZs0aHj16xP3793FychJl+qqqKs6cOcPnn3+OrKwsvr6+VFZWsnz5ckHELiwsJDMzU7gOq6ur6ejooL29naamJmbPno2pqSmpqakkJiaKqssQgkBOTo6uri4iIyPZt28fWlpagomkpKREZWUlVVVV9PT0CL9YXV0dqamp7Nu3j7y8PJSVlTl9+jRhYWFoaWlRUFBAREQEra2tNDY24u3tjaKiInfu3CE6Opo//vhDSNfnzJkjwH7GxsYCThoQEEBnZyfKysrIyMhQWFgokAnDhw/HyMiIwsJCZs6cKfRWjx494uuvv6atrQ0dHR0ePHjAo0ePmDp1KgMDA+jo6CAjI4OXl5fIUAyBEofyKzNmzBBDCebm5owYMYJFixbx559/4uLiwsOHDzlx4gRLlizh0qVLYsxaSUmJO3fuiJtyYmIiRUVFvHv3jsLCQry9vbG1tcXAwICGhgaMjIxEW7q3t5dr166Jknxvby+vXr1i7NixmJqaCn3Su3fvuHHjBpcuXRJi+f7+fk6dOsWMGTPEw8XV1RU5OTkxMLFx40ZKSkpEDi4zM5O3b99ia2vLggULkJGRQUdHhyNHjgity1dffcWjR4+wtLTkzz//ZOLEiTx48ICIiAhSUlLw8PCgtLQUOzs7KisruXjxIpKSkoSGhlK+YQP5+fnM6Owku76efOACHzg8h4ADJ09iaWlJQ0MDDg4ONDQ0EBISwuHDh7lz5w4HDhyguroaAwMDAZbU19dHTk6OgoICxo4dS2hoKNHR0URERFBSUiLI6UPXpaKignv37hEcHMz8+fO5cuUKdnZ2HDt2jJ9//pk3b97w9OlTVqxYIZyj9+/fx9LSEiUlJTZu3ChCzzU1NeKQ8O7dOw4ePEhERIRgBw4bNoykpCR6enrQ1tbm7t27/PLLL2hoaIi8X1dXF/n5+aLyPLTpO3LkCNbW1piZmaGurs7Ro0cFSHeoIpSTk8O2bdtQV1fHx8cHNTU14UzcvXu30KgNnazHjRtHU1MTGhoamJiYsHz5cr788ksePHjAtm3bqK6uZtiwYSgqKpKenk5XVxfd3d3o6elx5coVYcIwMjLCzs6OH374gfnz57N582acnZ3x9/cnLi6OtLQ0nJ2dBebl7du3HDt2jKioKPbu3Yuqqipv374lICCAwMBANm3axL1796ipqeHevXv4+fmho6NDcHAwx48fx9LSEj8/P9TV1ZGVlcXIyIjk5GSWLl1KUFAQt2/fZtGiRcjKyqKpqcnIkSN58uQJb9++paWlBWNjY0pLS6mrq6O9vR1ZWVnCw8MJDg4mLy+PxsZGHj9+TGhoKEFBQYSEhAiR91DbydLSUnCsxo8fT2lpKQ4ODvj6+oqKnKOjI4ODg7S3t9Pd3S2iGnp6enR1deHh4UFrayuKiopcuHCB0tJSAXxOTk7m888/Z8+ePaiqqnLjxg1x+I6Ojmb06NFYWlpSXV1NWloaCQkJODo6oqSkJELply9fxtLSEgUFBV6/fo2FhQUuLi6cO3dOVBN9fHyQlJQkOTmZsrIyli5dSnh4OObm5hgYGPD06VNevnzJ7NmzuXPnDnV1dVhbWwuHcmVlpfD4Dg4O8sMPP6Cnp0d9fT3FxcU4ODjg4eGBoaEh+/btIysri1WrVpGWloasrCweHh7id+natWuMHj2a2tpa3NzcKC4uprq6ml27dmFmZkZDQwMLFy6kr6+PFy9eYGNjQ1xcHGFhYQJn4eHhQXt7O1evXhUH0OHDhxMaGkpqaioKCgocPXqUjz76CFVVVQoLC1FVVRVuW2VlZXJzc5GQkOD+/fuMGTMGCQkJnJ2dGTZsGCdPnkRXV5fW1lY0NTUxNDTEx8eHQ4cO0dfXR19fH3JycuJg//TpU/T19SkqKmLu3LlUVlayc+dO1q1bx2effYaPjw8mJibk5uaycuVK7t+/T2dnJ93d3ZSXlwsHaHNzM25ubiQlJQlH8/r16zExMcHKyopHjx6RnZ2NgYEBfn5+mJmZiQPA0Hu3tbUVQN7z58/z/Plzli1b9q9rfUpISMjHxsaujo2N/SI2NnZGbGysYWxs7LOYmJi+//YO6X/I+vvf/x4zb9486uvrefz4MR0dHUhKSuLp6YmFhQXp6ek8efKEiRMnYmBgQHNzM/7+/nz66afMmjWL5ORk5OXlyc/PZ8KECXR0dAhAqKOjI4DIsPyDRCwcji0tLTx//pzCwkL09fVZsGABvr6+LF68mMrKSiIiIlBVVcXS0lL4IjU0NJCWliYlJYUVK1bwww8/cOTIEdatW0dPTw8lJSVCYOvn58edO3f44YcfmDt3LiEhIUhKSmJlZUVCQoKYWLt58yY2NjZ89913REZGkpqaSl9fH7NmzeKTTz5h+/btbNq0iTt37vDll19iYGCAnZ0db968IT09XUzcKCsrU1hYyKZNm9DW1ubKlSssW7aMly9fMnz4cNTU1FBTUxPtADU1Na5cuUJ5eTmGhoY4Ozuzc+dO3N3dycnJ4dChQ6irqxMSEkJNTQ2VlZWibTTEMzMzMyMpKQlbW1uioqJoampi1apV4vRYX1+Pv78/RUVFzJo1C39/fyZPnsz06dO5du0a6enp6OjocOXKFbH5KioqYvv27YSEhHDt2jVRJm9paeHNmzfk5uZSXFzMmzdv+OSTT8R1cHNzw9jYGG1tbeHZbGxs5OnTp0ycOFEMFCQnJ9Pc3IyJiQkDAwNs2rSJyZMns3TpUszMzMjJyREPrqFAcEFBAaNHjyYhIYHNmzdjY2ODlJSUaLkOPUyHWrebNm1iw4YNtLS0oKSkxO3bt9HV1eXJkycYGxujqalJyYoVnAf+2QPXCQQA5YDkP05+7u7uuLu7Y29vz/3797G2tiYqKor09HShU/H390dOTk5MsE2YMAEHBwfOnz9PeHg48fHxvHnzhpEjR9LX10dQUBBXrlwRrZWh7OUQU+urr75CSkqKAwcOCJZbZ2cnWlpaNDc38/DhQ7y9vamuruazzz7Dw8MDQHCMhhhQnp6enDp1CkVFRfT19cVk8VBcYPXq1ejp6WFlZcWpU6eYOXOmUImlpKTw6aefEh0djbKyMoqKirx580bcnMPCwmhpaSE1NZXXr19TV1fHpEmTKCsrY9u2bQwbNozLly9z48YNUUlVUlIiPj6euXPncvjwYV69ekV0dDRnzpzhyZMn+Pr6EhwcLPQz7e3tbNiwAQkJCeHVHeLzVVZWig1PSkoKL168oKysDG9vb1xdXXn58iW2traYmZmRkZEhrv+QncHFxUWw9A4ePMjZs2fZsWMHjx8/ZvHixXR0dCAjI0NJSQnl5eVUVVXR3d3N6tWrCQgIoKmpCUdHR1HVlpKSory8nPj4eLS0tHBzc2P58uVERERgZmaGgYEBkpKSdHZ2smfPHiZPnizyoEOboKdPnxIUFIS3tzcWFhZUVlby5s0bli5dio2NDX5+fkJ6LS0tzfHjx4mLi6O2thZHR0dycnIwNDSko6OD8+fPY2xsjKWlJUZGRjQ0NAhumZmZGZs3b8bOzg4DAwMGBwdZsWIFtbW11NTUoKSkRFVVFTU1NUyaNAlra2sxWKOmpkZdXZ0Ikzs7O4uJ9KFYylCbrLy8nNraWmbMmEFCQgI2NjaMHz9e6PSys7PF5K6Pj49QnVVWVtLR0UFbW5sYqMrKyiI6Olro3rS1tcWhJz8/n8WLF4vfy6ioKAYGBoRjevz48WhpabF06VKqqqpobW2lvb2drKwsioqKGD8JEzFoAAAgAElEQVR+PPHx8ezbt49Ro0bh7u6Ouro6b9++pbKyEh0dHby8vLh+/Tre3t74+/tTUFDAli1bePToES0tLYSHhwMfco1D09bTpk0TAzEDAwOcOnWK7du3c/ToUUxNTRkYGMDZ2ZmOjg66u7tJTU2lqKhI6Mhu3brFmDFjSE5OFvfmzs5OcWBTVVXlzJkzTJ48WajqvvnmGwYHBzlw4AAWFhZ0d3cTFRUFfOCRrl27lpUrV4qhup9++on58+ezY8cOHBwc0NTUFFxPe3t7rl+/zujRoyktLRVTzx0dHSQmJqKqqsrJkyeRkZFBVVWVtLQ0ysrKePr0Kdra2kyaNElUFuvq6li0aBFv374lJSWFgoKC/9TU538FeHsOaANO/ONTcwD1wcHB6f+pF/gfvExNTQdzc3OFNmbowbNjx4eC4Y4dO4T8Fj4APbOzs0W5dObMmejp6ZGRkUFBQQHt7e2sWLGCCxcuCFH1uHHjBDzy7t27Qh9y+/Zturu7aWhoYMGCBaxZs4aAgADCwsKoqqrCzMxM5BBcXFzIzMwkOTlZ+EWHKnpSUlKkp6czatQoVq1aRUBAAKGhoZiYmPD+/XsBvXR0dBQ/jM7OzlhZWQHw448/MmfOHD7++GOmTp3KJ598wsqVK8WQgomJiWi9lpaWMnLkSB48eICJiQnq6urY2NiwdOlSNm3aREdHB/r6+mhra/Prr7+KB+eQ9HdovX//Hjk5Of744w9MTEzw8/Pj/fv3VFRUsHv3bqHOMjU1FV7DmTNn8vjxYwAsLCyora3FxsYGd3d3IZGfMmUKCQkJzJo1i1u3buHi4kJPT49QLRUXFwu0hJ6eHmfOnOH58+fs2LFDDB9oamrS39/Pq1evUFBQEDeHsrIypKWlSUpKYunSpQCEh4eLm7aEhASrV6+muroaZWVlvvvuO169eoWjoyNqampISUkBH/JqJ0+eZMqUKQDY2NgIgXJDQwMFBQXCcrF582YSEhLEuLi+vj6urq4YGxszZ84cka1QU1Nj/fr1WFhYiEm2srIyvv76a4yNjQkJCaG6uhodHR3OnTvH7NmzyQ8IoHxggH8ujUsAr4FIwHvZMvbt28emTZvEA28oFvD27VuWLl3Kvn37mD17NgUFH6QlRUVFREZGcuHCBRYuXEh2djZ5eXlISEiQm5vLqlWrRC5q0aJF7Ny5U+TghuC9Gzdu5Nq1axQXFzN58mSys7PJzc1l/vz5HDt2jG3btvHgwQMeP34sDAcFBQV0dXVx+vRp4IPdIDw8nO7ubn7++Wfmz5+PgYGBeJ9FRUXk5ubi7+/PunXrOHLkCIWFhXz//ff88ccfwIfJ2IsXL/LJJ59w79494uLiBE29q6uLgYEBUlJS+PHHH4UxAxBOQoDx48czffp0Fi9ezM6dO4mMjBSk9YCAAMzNzZGWlmbKlCns2rWL9+/fExERQVpamlCaDR8+nIKCAp4/f05oaCh//PEHX3zxBTk5OQIE29/fj5ycHM+ePSMvL49jx47xww8/CCl7YWEh/v7+tLS00NLSgpWVFV1dXYSGhqKkpMSePXtEIPujjz4CID4+XrRWAbFR7e/vJycnhzNnzgiTytB0tbu7O3v37qWurk5EPdTV1YUbdfTo0ezfv59ly5aRl5dHdXU1oaGhlJSUAB+iHUPk+ZiYGPT09Hj8+DHBwcF8++23AMTFxVFQUCCqo97e3ty+fRsFBQUGBwdZvnw5P/zwA4ODgyJn7OvrK8jxQ+9laGDm1KlTNDY2kpWVRX19Pfr6+qI9PJRNXrt2LXFxceTn56OlpSXuQe/fv8fZ2VngOmJjY/Hw8ODNmzf09vayevVqLl26RHt7u7iu3333ncjT9vT04OjoiKysLAkJCdy/f5/ExES2bt2KoaEhV65cwcPDA19fX06dOoWenh4TJkzA0NCQhw8fAnD//n0WL14skCUlJSXiubBlyxZ6e3u5e/cuwcHBrF+/nh9//JFDhw4BHwYShn5fhu4ld+7cQUpKCn9/f+7cucOECROora0V97Dnz58THx/P8+fPBRh+aJ04cQJHR0d0dXW5d+8eBQUFWFhYMGbMGBQVFcnIyKCnpwcrKytR+W5ububZs2fABwDy0D3fy8uLa9eu0d7ezujRo3FycqKrq4u7d+8iLy+PkpKSgMoDNDQ0APDXX39x/fp1Zs2aJZ4zEydO5PXr11y8eBF7e3uxkSotLWXt2rWiM2BsbAx8sHCoq6vT29vLDz/8wKhRo4RCa6gNPHLkSAAOHDjAggUL+OSTTzh8+LAwyVy9epXjx4+joqIijCn29vYkJSXR2trKxx9/zJMnT/6lUvbYwcHBoJiYmDf/+IiPjY2NjYmJ+e0/9QL/g9ePP/4Ys3nzZqqqqigtLeX58+eCRzNq1Ci2bt1KVlYWfn5+HDlyhNDQUKytrZGWliYyMhJlZWWmT59OdHQ0/f39SEhIiGD3wMAA3d3d7N+/Hx8fH0aOHElwcDDDhg2jtbWVvr4+QkJCcHV15fXr14wcORJNTU1+/PFHdHR0MDc3p6ysjMHBQd69e0dBQQF2dnbs2LEDCQkJ3r59K8TKbm5uqKur09/fz6JFi9DR0SEvLw9zc3Pk5ORQV1dHRkYGDQ0NcnJysLa25vbt2wwbNgw/Pz8aGhqQlJTk6NGjtLS0sG3bNnR1dTE3Nxdh4KHJpSdPnnDy5Enk5OR4/fo1CgoKaGpq8v79e2RkZLC0tBQ30D179rBo0SJiY2PFiev48eOsWbOGxsZGfvvtN/bs2UNhYaHIa1lbW9Pc3Iy6uvr/YgsYygy+evUKLS0t5s+fL65zeno6kydPxtPTk/r6epSVlfH39+f69etkZmbi6+uLu7s748aNY8+ePWRnZ+Pn58exY8eE7DkxMZGJEycyMDBAfHw8Fy9eZHBwUARwIyIiqK2tFa22pqYmuru7OXLkCBYWFpSVleHv74+VlRUqKircuXMHTU1NjI2NaW9v5969e4JD5OrqKtqI9vb2ZGZmMnHiRPLy8nj+/Dnz58/H0tJSsOpGjBhBZ2cnpaWlbN26ld7eXnR1dRk/fjx79+6lpaVFtF4qKip48eIFhoaGTJkyhUuXLlFTU0NxcbHAP8jLy5PX2sqqwkJSgEpAFogFtICI1FTS09PJyclhyZIl5OTk4OjoiK2trSjh37p1i2XLlnH48GFRUZWSkhJB8LNnzzJ79mwOHjyIhoYGH330EcXFxdTU1NDR0YG7uztjxoxh+PDhPHnyhOnTp4vT85Bg2tramoqKCsaOHSvCwJ9++in19fVMmTKFoqIi9PT0UFBQ4Ndff2XXrl0EBgYiJSWFpqYmW7ZsITY2FhUVFfFwr6+vx8bGhv3799Pe3i6yic7OzmKKraurCzMzM5ycnHjy5AlffvklfX19yMvLo6WlxeHDh3F2dubHH3/k/Pn/m1I0lKWTlpamoaGB7du3c/78eSFpVlFRQVJSkmHDhrF+/XqUlJQEgmHIYRgWFsaDBw+AD+iaoe/tl19+QV1dHfgwQfzu3Tvi4+OZN28eGRkZANTV1aGgoMD48ePx8fHBw8MDDw8PQkNDuXnzpmjPWllZCW6Zl5cXg4ODovL8119/8eTJE+bNmyfavTo6OixcuJBp06aRlJTEnTt3ePjwIcnJyYSGhmJra8vu3bs5e/asyMGampoSGRnJb7/9xuHDh6mqqkJCQoLU1FRevXqFubk506dP5+zZsxgbG1NVVYWUlBQaGhrifjtu3DjOnDnDsmXLcHd3x8LCAnl5eWxtbYmPj2fGjBmUlpYKifYQT2/hwoVYW1tz/vx5MXlZV1fHw4cPef36NSYmJty+fRslJSXevXtHWloaUVFRPHv2jPLycvz8/ITpY+HChdy8eRN3d3fGjh3L1atXefv2LfPnz2f//v2EhoaSkZHBkydPMDExwdnZWWQSrays6Ozs5PLly8CHKe9Jkybx+vVr3r9/LyrBs2fPpre3l5KSEuzt7Vm/fr3I6w7lQRcsWEBKSgoNDQ1oamqSlJREVVUV8vLyovKooaGBrq4uAwMDDBs2jP7+/v+LvfcMyjJr03aPhxwUAVGCZCWDKAKiJMEAKqhgANucMLXdvuaAttq0qdvY2EYwB7RVMKDQrU1SUFBAUBAQBcmCEgUEZP+gWTVTtb9v3qma2ntm6l2/hMIHeLjvdV/rus7zONm8eTPFxcW8efOGXbt28e233wrNl4mJCZaWlsjIyNDc3Iyvry+PHj3Czc2NT58+ISsry/379ykoKKCjo4OLFy8SEBCAq6urQHmkp6dTVFREaWkpR44cYdKkSVRWVqKpqcmMGTMYPHgw2dnZREZGCiSRgYEBxcXFBAcHExAQwLt374QW09vbm46ODmbOnMmQIUPIzs7G1dVVmBIUFRU5evQowcHBODo6ihFnd9e9+5k2ZMgQZGVlkZeX55dffiEgIAANDQ0xBs/Ly2P37t08fPiQa9eusWzZMoYMGUJhYSG2trZCCmFvb4+2tjby8vKUl5fz9etXDh8+TF5enijmVFVVSUxMRFFRETs7O+zt7Xn9+jUdHR08e/ZMsO82bdpEUlISMjIyxMTE/FMatf9MR+0CENrZ2Zny98dDgeWdnZ2z/6kX+G+87O3tO9PS0khJSUFBQYH6+nqKi4vFyUtPTw8zMzMUFRXR1dWlsLCQY8eOMWnSJAwNDdmzZw/z58/n559/5ttvvwXgxo0bbN68WTxkExISKC4uRlNTk+zsbNrb2+nbty+XL18mLCyMlpYW+vfvLzYJY2NjHj58iKenJzExMUDX+HTcuHEkJSUxevRogUi4ceMG48aNE/DPOXPmYG1tLUYv3RobAEVFRcrKyrC1tUVOTg4FBQW2b9+OhYUF06ZN48GDBzg7O7NkyRI2bNhAnz592LJlCwcOHCA5ORnoikwaNWoU69ev59ixY3R2dvL+/Xv09fW5c+cOSkpKdHR0MHr0aE6fPk1VVRWTJk3i/PnzYhTs6enJvXv3kJaWJigoiL/++ouhQ4eKNn91dTWjRo0SURyBgYH4+voKTQx0dSn//PNPfvvtN9auXUt5eblwT2pra2NpaQlAZWUlqamplJWVUVVVxdu3b8Vpcs6cObi4uDB58mSePn0qRi3dRe+pU6dITk5m4sSJDBo0iA0bNjBw4EDevn3L8ePHAfD29mbNmjW0tbVhamqKtrY2Dx48YMCAAcKE4OTkxK+//sqQIUN4/Pgxf/zxB9u3bxddhAcPHiArK0tUVBQ3b95k48aNODk5MXHiRA4dOkRgYCCampoAdHR0iM5ct+Aduk5qhYWFlJeXU1tbi6amJsOHDyc1NVWgJjIzM/Hw8GDgwIHU1NSwePFi9jk7o7NnD+0yMvTs6CBdSoq0b7/FwsOD/v37k5iYKNx13TFYFRUVVFVV0dTUhKWlpbjOAYKCgpg2bRqOjo6oqKiwYcMGdu/ezdOnT0Xh39LSgry8PNOnT6exsZHvvvuOvLw8cf8UFBQgLS1NTU0N9vb2VFdXo6CgIK7jbk2oqakpb9++xcDAgMzMTBQUFJg/fz6AADx3w1UvXrzIuHHjhPbF1dWVBw8eMG3aNGRkZLC2tub27dtUV1eLuJynT59SVlZGYWEhNjY2FBcXM3bsWB4+fMjIkSNJTU3lxIkTlJaWihiu4OBgamtrRURQYmIiQ4YM4fnz59y+fRtfX1/Cw8NxdHTEyMiIffv20djYSHBwMCEhIWzfvp3m5mbi4+PF9VNXV0dsbCxbtmwhPDycadOmkZycLMCdN2/eZNWqVWIUCl2dicbGRtGVc3Jy4sKFCyJ3ccqUKUL437dvX86cOcP69es5fvw427Zto6qqioKCAgHhBTh8+DCdnZ0YGhpSXV2NjIyMQA95e3szdepUOjo6WLduHb/99huHDh3CwMCAs2fPiszMsWPHkpeXx5UrV/Dx8eHr169IJBJycnJ4+PAh8vLyLF++nHv37lFRUUFqairh4eECZAxdUVjLly/n06dP1NTUsHv3bh4/fsz48eOpra2ltraWmzdv8uTJE5ydnfH39+fgwYP4+PiIfWz69OmoqKiQmpoq0Ard2ZllZWXiQJaUlMS+ffvw8/OjsbERIyMjsQdpaGhQW1vLmDFj+PHHH9myZQvv3r0TsPC2tjbS09O5ceMG27dv54cffuCHH35gxYoVovsTGhqKrq4u7u7unDp1ioCAAMaMGcOtW7eYMGECv//+O8+ePcPe3h5LS0tMTU0pKSkhOjpa6G4HDRqEoaEhsrKynDt3jra2Nvz8/Hj69KkIu1+wYAELFiwQofQrVqygvb2dCxe6hmRtbW0sX76c5cuXC1NUaGiouCcrKyu5fv06xsbGeHt7ExUVRUNDA+7u7rS0tABdHSQ3NzccHR0pKCigtraWlJQUgoKCiI+PJyEhAQcHB1JSUti5cydz5sxh9OjR/y7jFrq6WUpKSkJz5+TkxJcvX4Sjvtus19raytChQ7l79y6qqqqC2/fx40fxnhQVFaGjoyMoAWVlZbS0tGBkZERnZyfx8fGCMZefn09ZWRfg4s2bN+Tn57Nw4UJcXV0pLCxkzZo1REVF8eOPP7J8+XJ++OEHdu3axdKlS3F0dOTBgwdERkYKRuCXL1/EAWnkyJFkZGSQlJTE7NmzUVdXx87O7p/qqP1nCrUculIJiv/+lD7wGmgHOjs7Owf+Uy/033CZm5t3do8sX7x4gZqaGvfv3+fFiy76yG+//UZaWprQqcnJyZGVlcX79+9FKLWJiQnS0tIMGzaMpUuXMmfOHJycnMQfXUdHh6VLl6Knp4e9vT1v377FxMQEiUTCpUuXGDlyJJ2dnVhYWDBo0CBiY2P5+vUrOTk5oiW8b98+Xr58iby8PNXV1fj4+HDhwgXU1dV5//49Dx48YNiwYbS1taGmpkaPHj0EL6k7L3TcuHEoKioSEhLCqlWriIqKEnDQbpt/UlISxsbGTJ48mUePHuHp6cmff/4poJ5Pnz5FVlaWwYMHU1hYyPTp07lx4wZv375FVVWVJ0+esGDBAvH+7ty5E2NjYwIDA4mPjwfAxsaGd+/ekZKSwpgxY9i7dy8bNmygtLSU9PR0vvvuO5KTkzEyMqKkpISSkhL27NlDcnIyv/76K9CV6Xns2DEOHz7M2bNnRa5pcHAw1dXVTJ8+ncDAQAHSvH37Ng8fPiQvL0+0pl1dXamtrcXGxoapU6dy5coVAgMDSU1NJT09ncuXL7Nq1SqGDRvGkSNHBF06MDCQDx8+ALB582ZWrVrFjRs3cHFxYffu3bS2tnLt2jXU1dW5efMmFkZG9E1O5twPP6Dr68uUEyfYuWePKAhaWlrYtGmTeGjLy8sLhpGVlRX37t1j8+bNXLt2jba2NubPn4+WlhYhISEsXLgQgGvXrlFXV8eLFy84fPgw69atY8GCBRQVFQmQ5MmTJ7G3t8fFxYWoqCgaGxuJiIjA0c4OxeJi0t++pUFFhWHDhuHi4sLevXvp3bs31dXVLF68mNu3b1NUVCRC0j98+MCVK1dYtWoVUlJdiXQnTpxg2LBhBAUFsXbtWiZPnoy/vz/ff/89f/31F9u2bSMyMpJ3797h6+tLdXU1FRUV9OnTR4yPbGxsOHDgAB4eHgwaNIjHjx8THx9P3759GTt2LElJSSgqKuLr6yuSBv744w8mTZoksgP9/f0FpmPw4MG0tbXx7NkzoZ+rr68nPz+fu3fvsmLFChwcHOjRo4d4MABiXNG9cnJyOHHiBN999514by5fvoycnJwY/bq6ujJz5kyRa3vt2jUmTpyIqakpMjIy3Llzh7lz59LR0UFhYSF3795l06ZNAuOSkpJCbW0tcXFx7N69G+gC6To4OGBvb09CQoLo8lRVVfHlyxd69OjBsWPHmDBhArt378bZ2VmMhaZPnw50BVXX1tbi5+cnMgm7A+9Pnz4tXOkNDQ2UlJTQ2NhI//79qampEZmTL1++5O7du1RXV/PDDz+IXMnOzk6+fPmCiooKDx8+xM7OjpKSEiGB2LdvnwiH74bCrl27ll69ehEWFoalpaUYi9XW1mJvb09paSk9evQQf4Pz589TWloKwLRp0zA2Nubz588cPnyYUaNG8e7dO/z8/IiOjkZTU5PY2FiWLVuGuro6qamp1NTUoKCgIODWN2/exNnZGTk5OaKjoykuLsbc3JzMzEzBNXv27Bn9+vUjICAAJSUlod/qLsJLS0uRkpISgGiA33//ncOHD6OiooKzszOTJ0/GxsYGU1NToCu38/PnzyIfc9CgQbx8+ZJ58+YxdOhQ4uPjqa+vx8jIiKdPn5KXl4ednR0aGhoiSeDmzZvo6elhYGAAdLH6uh2+3ZKM+Ph4IQOZOHEip0+f5smTJ8ycOZOIiAi2bt3Kjh07mDq1S72Um5srJiJ9+vTBzc1NXPfZ2dns3LkTW1tb1q9fLwq4devWMWrUKNTU1ICu/OX6+noBS66pqRGYEikpKfz8/GhtbUVKSkocpAFevHghRo5Xr15l8ODBZGZm4ufnx2+//YaXlxd//fUXHz9+ZPLkycjIyBAVFYWRkRHz588nIyODnJwcqqqqAARCaO7cuSQlJdGvXz+0tLTw9/fH19eXOXPmsHjxYoHUGTZsGDExMVhZWQk50P379zEyMsLU1FRMjzQ1NSkuLsbQ0JDTp09jZWVFeHg427Ztw9zcnJCQEK5cucIff/wBdGXjdhv/LCwsuHz5Munp6dy7d49Pnz4xcuTIf6pQk/mPvuDfLO//xNf+j1odHR18/PiRNWvWEB4eztmzZ7G0tBSoCzMzMy5cuIClpSUWFhYC1Dp58mRKSkr4/PmzEMlDV0dh8ODB3LhxAxmZrre4uLiYo0ePiu9ZX1/P9evXycrK4uTJk+LzoaGhNDY2irl7VlYW3t5db303kf7JkyeYmJgA8Pz5c9avX8/IkSNxcnLC1taW6Oho2tvbmTBhAikpKXR2doobSVFRkaKiIj59+sT169epqKhATU2N+vp6tLW1efbsGXv37hUPzkmTJvHjjz/i5OQkHkRGRkaEh4dTXV1NZWUlR48eJTU1lQEDBtCrVy/a29sFC6uyshI1NTXa29u5fPkye/fuBWDRokV8/vwZOzs7Hj9+zKBBgzA2NubVq1ciJDw7Oxs7Ozu0tLQIDg4mOjqab7/9VoTmtre3YyQvj6WqKv369WPt2rVUV1dTU1PD0aNHWbJkCR8+fGD27Nk8e/aMyMhI/P39ef36tQh37o4GCwsLIywsTOjJHBwcMDIyIigoiOjoaFxdXbl//z4ZGRn06tWLXbt20b9/f6BL9/dvUSdXrlwhNDSUsrIy7t69i3WPHmiMGEF937601dRgfPo0pQ8ekKCjI7pkCxYs4B//+AdXr14lICCA06dPY25uzqJFi4iOjmbChAk8efIER0dHoSnZs2cPc+bMEddO94bbrb3y8/OjX79+tLS0YGtry9ixYzEwMCAsLIzx48ejrKxMc3MzEyZMoL29HbS0CPDz4+jRo9TW1jJ79my+++47cR22tbWhoaFBe3s7M2bMEJ1kJycnzp8/T01NDdCFxigqKsLe3l4UK93F05YtWwgKChIP34cPH5KRkcGqVauEbADgwIEDApDa0NCAvr4+WVlZLF68WOidjIyMiImJQUNDQxQrCQkJ4nAUGxuLlZUViYmJQrQ8fvx4Ghoa8PT0JCMjg6ioKOLi4ti7d69IqXBxcRGbdXBwME1NTUydOpUFCxbw6tUrRowYwYcPH2hvb0dfX5/vvvsOFRUVARi2s7Njzpw54n5ft24djY2NKCoqCqZgW1sbv/76Kz169ODq1auCc2Zra0v//v0pLi4WAdPQFf7t7e3NH3/8wZkzZ7h58yaVlZXU1dWJMXG3lvLo0aOUlZWhp6eHgoKCGMuqq6vT1NQkDDHq6uro6+vj5uZGTEwM9+/fp7CwkJycHCZMmICamhpycnL88ssvuLu7A/Do0SNCQkIoKSnB2NgYIyMjERcUExNDaGgoQ4cOFbFAkydPJiEhATs7OwHKdnNz49dff+Xhw4fIyspSXl7OoEGDWLJkCbt370ZRUZHY2FiGDx+Op6cn165do6ysjHnz5vHzzz8DXcHhfn5++Pr64ujoyKVLl0REnbu7Oy9evBAFkb+/P58+faK8vBxdXV2hPZaXl+fly5cinmjixIlYWFhgbm6OjIwMY8aMoaKigrFjxxIZGUlzczMWFhbY29vz008/ifd00qRJ7Nu3j0OHDolkEg8PD8rKyrh8+TIrV64kKCiIgwcP8tNPP2FlZcWsWbPENRYYGEhAQACWlpZcuHCBwsJCGhoa8PX1pWfPnsyfP5/q6mpmz57NzZs3GTp0KE+ePKGqqoo+ffoAXUXZ6dOn8fT0ZNu2bQwYMAAfHx927drFb7/9Jg7O27Zto7CwkK1btxIUFCQ6ttBVhEdERHD27Fny8vIIDQ3ly5cvDBs2jEuXLjF//nxGjRolYrTev3/P0qVLuXv3rji0GhsbIycnx/Pnz2lubhZwck1NTZSUlMjKyuLevXuYm5vz/PlzZGRkkJGRQUVFhYqKCgARafX48WPhZo+IiGD//v1IJBLy8/MxMTHhzJkzLF26lNDQUCEH6O7+dReR3t7e3L9/H4Bff/2V7du3k5ycTEhICL/88guJiYm8e/eOhoYGoQFevXo1gChAX758ydu3bwWCpxtivmHDBrKzs5k3bx5Tpkzh/v37Ak3VrT/cvn079fX1QJd2b8+ePcTHxxMbG8uYMWPE4fY/Wv90R+1/89LQ0Oisrq5m48aNQg9lZmYmNpasrCyysrKor6/H3Nyc77//HhcXFwIDA/H29hY3XPcqKysTMUB5eXlAl2g9LS2NS5cuERYWxqtXr0T0hZ6eHh8+fMDZ2Zm1a9dy69YtoCuOytnZmeDgYAC2bt0q2vqZmZmsWrWKU6dO8ebNG3bu3MmjR49QVVWlpaVF6HaTxHAAACAASURBVA3a2tq4ceMGBw8eBLoExa2trQwcOJBXr16hpaWFu7s7AwYMENmmUVFRODg4kJqaKizTVVVVQjOza9cubt68ycyZM0lJSaGqqgovLy/k5eXFaKygoEC4Sb28vDh58iS2trYUFRWJnyMhIQF/f39B98/Ly0NZWZmrV6+yY8cOmpub+f7777lz5w7S0tKMHTuWmzdvkp2djUZVFeNu3kS7ro7mlhbeSEszq7UV96VLUVVVpbGxEVVVVQoKCoRbtby8nMuXL4tTOcChQ4eYMmUKWVlZKCsr4+LiQlpaGrq6umhpaREbG0tDQ4NwDHX/Xlu3bhUdRkNDQ9FRAEhNTUVRURErK6uujdTXl5uVlUx9/hzoEutfkJHBcOhQsv8WFwcEBIgHc79+/Th69CgeHh6CLi4vL09kZKQoxgDCw8PR09MTxP9uN+qLFy8EO87FxYXnz5/z8eNHevbsyenTpzl27Bi3bt1CXV2dly9fMnv2bLE5WVhYsGzZMu7evcuECRO4ceOGcHZdv36d69evM2vWLMrKyhg5ciTZ2dl4enqSl5dHVlZX9K+lpSVfv36ltbUVHR0dJBIJRkZG5ObmoqGhIbpP9+7do7q6GisrK3R1dfHx8WHLli0ALF68mIyMDLy8vPj06ROampp8/vyZXbt2oaWlxdSpU+nTpw/Jycnk5OQgJyfHjBkzyMjIEAess2fPYmxsjKGhIenp6bS2toqopYcPH/L+/Xt69+7N+fPniYiIENduXl6eGLn/+uuvBAYG4ujoyNatW+nTpw8fP36kd+/euLu78/DhQ/T09Lhw4QJZWVnMmTOH4OBg7ty5I/SYgOhclZSUCL1g970+evRoXF1dOXv2LLm5uUhJSTF+/HiSk5PFw6u9vZ1hw4bx8eNHnj9/zqBBg/Dy8uLy5ctC09XdRUhJSREu687OTr7//nvxc8THx/Pq1StMTExwdHTk1q1b/PHHH4SGhpKVlUVmZiYJCQn4+fkxe/ZsWlpayM7OFpKF3bt38+233xIZGcmdO3dYuXIlTk5OVFdX8+nTJy5fvizidiIjIzl//rww+Jw/fx5AOEQ1NTWRk5Nj+PDh1NfX8/LlSxwdHYmOjmb06NHk5eUxc+ZMevbsSWlpKeXl5cJINHToUF6+fMm3334rtKwlJSW0trZy/fp1NDU1efv2LadOneLAgQOoqKigp6dHaWkpaWlpAGzcuBGAiIgIAgICAITOa+DAgURHR1NWVoa1tTXGxsacOnWKGTNmcOLECVxcXIAuB+Hu3bs5f/48WlpaSElJcerUKa5cucKWLVv48ccfaWpqQlpamvj4eN69e8e8efP+3ag8JSWFs2fPsnPnTjZt2kRgYCDTp09HTU0NNzc3qqqquHjxIjNmzODLly/o6upy9uxZjIyMRNere5/txt80NjbS1NREQkIC6urqDBkyhJSUFFJTU1m3bh0qKiq8efOGJ0+eiKKiqqqK0tJSnj17xoABAxg2bBijR4/m1KlTonNdWloqDv3dY2gPDw/mzZsHwOnTpzl48KBIzdmwYQNpaWmoqanx6dMnDh06hIeHB4sWLUJbW5sLFy5QXl7OwIEDhZxj1KhRPHz4kDNnznDkyBFcXV0JCQkREU9OTk4kJiYyYsQInjx5wqtXr/j8+bNAgEDXYbFv374CQ7R06VJ8fX15+vQpHR0d1NXVISsry8iRI2lpaWH+/PmEhIQgkUiEocnHx4fRo0dz+fJldHV1UVJS4uDBg3h7e+Pk5ISqqipVVVWcPXsWJycn9uzZI7qvz//e63ft2iX21tDQUBGtp6OjQ3t7O/7+/rx48eK/zkzwv3ldvXp129ixY/H390cikdCrVy8+fvxIamoqWVlZwrFmaGjIrFmzuHPnDvv37xcMLyMjI1paWnj+/DkqKipkZ2djZmbGzz//LIKzhw4dyqlTp1BQUBAssszMTGbNmkVlZSWfPn0S7rdbt27h6+vL6NGjcXR0RFFRUcAJ1dTUcHV15ciRI/j5+WFkZISNjQ2RkZFMnDiR3NxcbGxs0NfXJzk5mY6ODqKionj27Bn37t1j1qxZnDx5kkuXLjFp0iTU1dVZtmwZzc3NKCkpERMTg5OTE1lZWXR2dnLo0CFqa2vR0dGhublZcKu6W8Zbtmxh/fr1bNmyhRcvXjBx4kSsra1RVVXl5s2bFBYWCoRGamoq06dPx8rKCnNzc+zt7Rk3bhxSUlL06tWLQYMG4e7ujqamJjk5OSxevJjKykox4sjPzyc/Px9zPT0m79lDuqsrlpmZ7P36lfaODk4BJyQSAmbOJCkpSWhW4uPjaW5u5syZMwDCgdoNy/3tt9/YvHkzWVlZtLe3M3DgQH744QfCw8PZsGEDN27cICEhAVdXVxISEgSXqb29nfr6ejZu3MinT59wdnYW/zYzM+uC4La3MyQsjMPu7jz/u5AByP36lSUlJeSMGUNHRwf79+8XQfbx8fG4uLhw9uxZweWTlpbGysqKBQsWiGvozp07vHnzBisrK5qamgSkccGCBaSkpJCVlUVZWRnv378nJSWF+fPn8/DhQxQUFPDy8hKJFLdv36ZPnz4i/SArK4vBgwdz/fp1QcbfsWMHnp6efP/995iYmGBnZ4eSkhLBwcGoq6vT3t7OxIkTsbW1FVBKfX19srOzaWtr48WLFzQ0NHDp0iXGjx8vQsVbW1vR0tLiwYMHjB8/Hk9PTzw9PQkPD2fo0KEcO3ZM6ER2795NaGgoDg4ONDQ08P79ewYPHkx8fDxjxoxBSUlJjE+gq9vczUYrKChAQ0NDuLSMjIxIT0/HxMQECwsLysvLGTJkCE+fPmXy5Mls3bpVYHC+fPlCY2OjAIkGBQXRo0cPduzYweLFi4VJQFNTU4znug9peXl5/Pzzz2zYsAE9PT0aGhrQ0tLi3bt3ODs7k5eXR2trKwcPHiQ+Pp7k5GS2bt0qwKwjRozA1NSU0aNHo6OjI+KBIiIiUFNT4+zZsyQmJjJt2jTy8/MFaNPX1xdFRUVevnxJS0sLBQUFmJiY8PTpU6ytrWlra0NOTo5jx45x4cIFYmJiiI6OZuTIkTQ0NBAdHU1sbCyPHj2ivb2dJ0+eiLGnmZkZT5484ciRI8TFxdGvXz86Ojr4/PmzCLdva2vj3r17zJw5k+joaNasWcOsWbMIDAykb9++LFu2DDMzM1RVVXn9+jW6urrMnz+fdevW4e/vz5gxYygrK8PJyQl5eXmuXbtGQ0MDPj4+WFtbo66uzqtXrwTl//379/z44494enpibm5OWloaDQ0NHDx4kIMHD/L161emTJnChQsXGDRoEJqammJ/CwoKEnwvbW1tioqK6Nmzp4C9BgYGUlRURFtbG66urujp6WFsbCw6K9Alf1i0aBF2dnYMGDAAOTk5fv75Z0xNTVmwYAF3795FTU0Nf39/7t27R2JiIt999x0ODg6oqamhoKCAmpoaO3fuZNq0acJJHh8fT3p6Oq6urhgYGFBWVkZGRgb+/v5oamoSFRVFTk4Ovr6+3LlzR2j3bG1tuXr1KgMHDiQ/P5/p06czaNAg/P39uX//PhERESgpKeHj44OxsbEAiXdPVUxMTNDQ0MDAwIBnz54RGxsrElqcnZ3FvWRkZERKSgpaWlqYmpqSk5MjDqxubm6Ym5tz8+ZNcnNzWb58OXPnzuXz58+i4KupqWHIkCGkp6cTGBiIsbExaWlpfPnyBU9PT7KyssSBolvD192FMjMzQ0dHh7Fjx3LhwgX69u3LqVOnuH//PjNnzmT58uVERUVx4MABcnJy6NmzJydOnCAoKIjQ0FDs7e05fvw4GRkZ7N+/n5UrVzJ48GDs7OwYMmQIRkZG9O7dGycnJ4YNG8akSZMwMDDA2dmZ+vp6+vfvLwrhwMBAgZAaOHAgS5YswcvLi9u3b2NjY4OXlxd79+5l3Lhx6OjooK6uTnBwMCUlJf+1HLX/zevgwYPbnJycRGj1kCFDmD59Ok5OTri7uzNq1Cg2b96Mr68ve/bswdramri4OGRlZbG3t+fnn38WN1p+fj4KCgpISUnR3NxMZGQk2dnZ1NfXU1tbS2JiIk5OTpiamqKpqYm0tDQyMjKYmZkxYsQI5s2bh7u7OxkZGejp6fHlyxfU1NRQVlbGwMCAR48eUVNTg5GREW1tbRgbG1NWVsb9+/fJz8/Hz8+PmpoaDh8+jJ+fn4jZ6NevH2ZmZvzjH/9g/fr1TJo0iba2NoKDg/Hy8iIuLo7+/fuzY8cOYUFuampi69atDB8+nEGDBqGlpYWVlRWbNm2iV69ewv3q7e2Ng4MDHh4eNDU1sXLlSmbPno2fnx8GBgbC6j1hwgSKi4upq6vj8uXLeHt7o6CgwNChQ5GXl8fU1BQnJyekpKSQSCS8fv0aOTk5li5dioeHByNGjODt27c45Ocj29REYGkpFVVVdALPATegsa6Oal1dzMzM8PX1xVddHbvDhxl39y5TPn+mvqmJpJYWpk+fjoWFBfX19YwcORJ3d3d27twp9B3dsTvKysoiKD43N5eZM2cKCn+3062zsxMbGxuCgoL45ptvkJKSwsvLC3d3d6S/fsU0MhKjY8c4duqUuOY0gLXa2qS7uyORSBg7dixKSko4OjpiYWHBo0eP+PLli3Bd3bt3jz59+uDk5CQemtLS0mzYsIFr166JQOSysjLevHnDvHnzsLW1RVZWlokTJ6KsrExSUpLIZ4yOjga6OmjduZY6OjokJiZibW0tRv/Nzc3Y2tpSVVXFgAEDRIJGTU0Nurq6eHt7o62tLR6UkZGRTJ48maioKLS0tAT93djYmIyMDObOncvdu3e5cOECEyZM4NGjR9ja2rJs2bJ/Z5LQ1dXlzp07+Pv7Y2VlRX19PevXrxe8uidPnnDp0iUBt3z06BGGhoYoKytz4MABHj9+TFZWFr169RKHm/T0dN6/f8/t27cZMGAAoaGhfPz4kTlz5lBSUkJmZiaKiopYWFiIrtzp06dRVVXl+++/JyAgQBy47OzsmDt3Lu/evSM2NhYZGRkCAwOZPXs2vXr14vPnz1RUVFBfX09rayuHDx8WMVLdJghLS0scHBx48OABd+/epWfPnowYMYIDBw4QFxfHnj17hHZqxYoVKCoq8vz5c0xNTdm0aROvXr3C29ubPn36iNGwkpISf/zxB1JSUsTExGBsbCwE0t3X7NGjR0Xeq4+PjzCySCQSVFVVyczMxMrKipcvX6KsrIyJiQlubm5YW1vzzTff4ODggI+PD48fP2bixInCEXjy5Ena2tqYNGmSCLx2cXGhV69evH37Fj09PTo6OgTlv7m5meTkZFRUVFi1ahXDhw9HRUWFqKgo9PX1uXjxImVlZdjb26Ojo8OaNWtYt24dampq/PLLL9jZ2XHnzh08PT0FpqW9vZ179+4xbdo0rly5gp6eHr179+bbb79l/PjxWFhYICcnR2trKx4eHri5ueHi4oKHhwdKSkqiG+3o6EhVVRXW1tbs2LEDW1tbfHx8iIiIQEpKCgcHB9TV1TExMaGwsFBoSu3s7Lh//z6LFy/G2tqasLAwSktLkZWVJT4+Hl9fX0xNTYmLi6PbwNYd4TRv3jzxrPD39+fQoUMUFRWJA/bmzZuZOXMm+vr6TJkyherqauzt7enduzednZ2sXLmShQsXMmnSJDQ1NTEyMiItLY3g4GB++uknwZnLzc3l3bt3KCgoYG9vT1NTkwCWx8XFMW/ePKEpmz17Nvv27SM8PBxjY2NWr17Nli1bWLt2LW/evKGyspKWlhb8/PwEf6yjo4MpU6bw5s0bXrx4gaWlJZ8/fyYyMpJz586RnJyMmZkZt27dorm5mcbGRsE+i4qK4syZM2zfvp3q6mrWrVvH+vXrUVNT4/Pnz8TGxgq484ULF8jMzKSxsZGePXuirKwsMpdv3bqFubk5O3bsoLOzk5iYGA4ePEhERARr165l//79HD9+nB07dlBVVYWFhQU6OjokJSWhra1NR0eHuDY1NDRYuXIlkZGRGBsbo62tTVJSEkpKSjg7O/PhwweSkpLEYdDPz4+RI0dy7tw57O3tRYZ49+Fg/fr1mJmZMXfuXI4fP/6vQu2fXb/++uu2ffv28eLFC5YsWUJMTAx2dnbIy8sjLy9PdnY2z58/5/vvvycvLw+JRMLs2bMxMjIiMDCQkydP8vPPPxMbG8vq1av5/fff8fb2pq6uThRIR44c4a+//sLa2hp3d3eKiopwcnLi3r179O3bFx0dHQwMDNi8eTOKioqkpKQIrMbw4cPR19dn7969rF+/Hjs7O6ytrYmOjsbOzo709HQGDhxIbm4uixYtQldXl+XLl1NXV8f169eZPHky/fv3p3///hw7dozm5mbi4uLo0aMHtra2bN++nSVLloi8wO5uSl1dHVJSUhQUFFBUVERDQ4Poijg6OjJgwACUlJSoq6vD3Nycv/76i7lz5yItLU1raysnTpzAzs5O5J16eHiQk5NDQ0MD9vb2NDQ08PTpU5YuXcqXL194+fIlcXFx6OjoICMjQ1VVFSUlJezYsYP4+HgcHR05fvw47TdvUlRXx5HXr//d39EG8PX05JmyMgMGDECjuBiD5ctZU1PDYuAxEAwMNTJi/J49ODg48OrVK8aPH8+RI0dYsWIFubm5ImA8ISGBP//8k69fvwpwbDfI09nZWXzf6upqBgwYIMC+ZmZmGBsbk5eXR7uUFArPn9NYWMiJly/F/ykKCKBUS4uMvn1FvmVgYCB79uyhR48eogiXk5MTuhkVFRWqqqrIysri0qVLTJkyhf79+wusyblz50TG5tGjR/Hy8hIZlPr6+rS2tvLx40eioqKYPn062dnZlJSUkJGRQf/+/ZGSkhKsqm6L/+rVq5k4cSL29vZUVFQQFRWFqqoqI0aMQCKRMH36dDo7O5k9ezZr167FxsaG+/fvM3r0aAEvvXv3Li0tLRgaGjJmzBj27NlDamoqs2bN4tmzZxgaGqKkpMTDhw+FZqa6uppevXqhoKBAcnIynZ2dGBsbU1BQQF1dHVOnTmXKlCmYmJhw/fp1ZGVl8fX1FagCHR0d6urqKC4u5uvXrxgbGzNw4EDRObaxscHe3h59fX1BKNfQ0BCMxH379nH27FnOnj3Ln3/+yZkzZ1BTU2PZsmUiTs7GxgZ1dXXevHkj4t4iIiJQUVFBW1ubvn37oqGhQUdHB1euXGHKlClCv1RfX09kZCTW1tbExsZiaGhIRUUFb9++ZcGCBUhLS5Obm0tdXR3Nzc389ttvXLp0ScgNIiMjkZeXp7a2lvDwcAwNDbG3t8fJyYkBAwaQnZ0t0A/dBdiZM2eYNWsWnz9/xtfXl7i4OHr16oW+vj4FBQXMmDFDaIUKCgrw9PQUe4KDg4OI/tmwYQNXr14V7sfu7GFbW1vhuN27dy/e3t7cunWLuLg4oqKimD9/vihou3mEb968wdPTEysrK3JycjA3N6eiooK8vDxcXFyIiYmhsLCQuro6Ghoa6NevH2VlZcyePZuVK1eioaGBjIyMANN2g7JfvnxJY2Mjbm5uqKmpUVVVxcaNG+nZs6fQAcbExHDq1Cm2bdtGv379yM/P5927dyKtoK2tDQUFBSQSCePHjycrKws9PT3Ky8uFuSI1NZX3798zd+5cZGVlefz4MT179qRv375s3ryZjRs38vz5c+Tl5XFwcCAsLIyamhqkpKSoqakRgNfw8HD279/PyZMnKSoq4vz580hJSYmDZGxsLF5eXmhra7NlyxZ27doljEbQ5f7uDqq3srIiKiqKmpoafvjhB9asWYOZmRnl5eV8+PCBvn37snDhQqSkpERRX11dzatXr0SnbsaMGQQHBxMcHMy1a9fQ0tJi1qxZLFy4kNzcXNatW0dWVhazZ8+mo6NDaOW6zTjv3r0The3du3cJCgoiICCAjo4ObGxsePr0Kbt370ZOTo7Y2FjMzc1ZsWIFEydOZNGiRVy6dAl7e3sCAwOJjIzExcWFly9f4uLigrGxMZaWliK3+tixY4I/WFRUhLS0NLdu3WLUqFEUFRURFBTEuXPnOHLkCBYWFnh4ePD48WPc3NxIS0vD19eXJUuW4OPjw5o1a/D29ubr16/4+fmRlpaGsbExt2/fZvLkyfz444/Exsbi7++PgYEBGzZsYMSIEYwaNUo842JiYti1axdz5szhyZMnvH79GicnJ65cuSLG1U1NTVRUVBAdHU1QUNB/WKj9c0q2/2ZLIpFISySSdIlEcufvjyUSieQniUSSJ5FIciQSyXd/f36uRCLZ9v/rD/uv9V++Xquq4vDhw7+7eKWA8UD536d1APOoKK6Zm3MRqAdSgMnA5JISJH/byf+/WAlTp2L24AF3gB+BZEDm9Wvy/9bF/Gv9a/1r/Wv9a/1r/Z/W/0gzgUQiWQXYAyqdnZ0+EolkHuABzO3s7PwqkUj6dnZ2VkkkkrmAYWdn57b/2+sZGhp2RkREUFdXR3t7u4CUdov4z549S3p6OlZWVlRWVjJgwADOnTtHjx49OH36NMrKygCEhISQlpYmolEuXLgg0BqzZs1CXl4eT09PFi5ciKWlJUePHmXmzJnU1tZSUlLChw8fmD59OnV1dRw7doycnBzc3NwwMzMDurg/586dIywsjIkTJwpnYjeDrTszELqgm05OTjQ1NXHlyhVCQkLE71tUVISBgQF//fUXsrKyIrbk8uXLAh5ZWVnJ0qVLKSkpEWHf3aycyspKrl69ipubG4MHDyY5ORkFBQVCQ0PR0tJi2bJlPHr0iJkzZ4pRqpOTE5mZmUKULycnx/z58wkPDyckJITg4GBWr16NlZUV79+/Z8iQIWhoaLBkyRIyMjKIjY2lrKyM1tZW4h4+ZGN8PIWVlfwCdAJrAG0lJd6Hh3P+4kV0dXXZffcuIRYW/Pw3h657FQD3v/+ej7178+jRI8rLy8nMzGT+/Pl4eXkRFRXF1q1byczMpLi4mLVr1/Lw4UMx9vjmm2+Qk5Nj6NChAEKEfvDgQaHrUFRUpEePHrS3t7N69Wp2bd1K8/nzDFFXJ7aykldGRtg5OgojwIQJE9ixYweampro6Ojw7Nkz1NTUiI+PJyAggMePH1NaWsqNGze4fv06p0+fJigoiLi4OOHI6wbnKioqUlJSgqOjI3379uXChQu8evWK4OBgPnz4ICz9VVVVXLlyhcLCQpG88d1339HQ0ICCggIyMjJIJBL2799PR0cHbW1tTJgwAWtray5fvoyOjg5ycnIsW7aMvn37sm/fPgC+fv1KSUkJKioqxMXFiS7H6dOnSU9PR1FRUfxM2traODo6oqysjLKysjAkdPPObt68Sc+ePYVwf9y4caxatQp/f3+sra3Zt28fpaWlGBoaCp1Y9xoyZAjx8fHCOdjtkN2wYQOGhoYsWbKElJQUoftRUFBg1qxZRERECKOIsbExsbGxVFZW4ubmRmJiIrq6upw4cQJDQ0N27NiBjIyMcKKFh4dz7do1Bg8ezM6dOwEEBPPOnTtYWVlhY2NDWloaffv2RUtLi4SEBO7cucPJkyeJi4ujd+/eSCQShg0bJhhXTk5OSCQSBg8eLDQ6Xl5ezJo1i/DwcBYuXMi7d+9Ed/jNmzc8ePCAvXv3snLlSvH1y5cvZ8qUKdy+fRs1NTVUVVUpLi4WIuyysjJ0dHQE5+rWrVscP34cW1tboMsooqKiwrVr19i/fz9Lliyhvr6ePn360NTUJHh9Hh4e3Lp1i9zcXN68ecPixYtpa2sDupzWBgYG/P777+jr69PZ2cncuXOJiYkhMjKSXr164erqSr9+/bhz544wYYwYMUIkS6ioqHD27FlWrlwpxlnv3r0TCJDc3Fxu3bol4LS7d+/m6tWreHp6CpNHSkqK0CipqanRv39/cnNzMTIywtnZGVtbW0JDQyksLMTLy4t3794REBCAqqoqOTk5QJdz9NOnT7S1tfHlyxcGDhzIpk2bsLGxYfny5QQEBHDp0iU6Ojo4c+YMFy9e5ODBgzx48EDshQYGBjQ1NZGUlERtbS0BAQH88ssvAmURHR3NqFGjGDRoEM+ePRNC/YCAAEJDQ4Eu0sDWrVsZNmyYQA/t378ff39/IiMjUVZWJjc3l3379rFnzx4WLVrE27dvycjIoG/fvkBXBrKWlhYNDQ0UFhZiYGCAhoYGurq6yMnJce7cOWJiYujVqxcnTpygqamJwsJC+vTpw+3bt4Guzp6RkRFbtmwRLkd3d3euXr1KRUUFw4cPFzrkbi1vTU0NZWVlAnlSUVGBl5cXaWlpLFiwgPPnz3Px4kUCAwNxc3Pj999/Z926dVy6dAk3Nzf27t1La2srx48f58GDB+Ke09fXp1+/frS2tlJQUICUlBT29vY4ODiwcOFCtmzZgqmpKT/++CNz584lOTkZAwMDkTrx6dMnHBwc+OOPPxg9ejQ1NTUi7UFZWVlgsk6dOoWjoyN6enoYGhoSFRXF+/fvgS6jRUZGBlpaWhw6dAgLCwu2b99Ojx49CAsLY/Xq1dTV1X3+e8uSAMqd/y9F2f+40adEItEF1gGHgGHbtm27tH379hPAd52dnTUA27ZtawLYvn27GaC4bdu2x/+31wwNDd3m6ekp9GlTpkzB09OTuro6Wltbqa2tJSIiguDgYKysrJg3bx4rVqzAzs6Oy5cvi3imxMREzp07x/79+7GxsaG6upqJEyeKIPKGhgZWrFghiORLly5l4MCBfPr0iaysLFpbW3F2dqaiogILCwu2bNnCxYsX2bRpE9bW1kyZMgUtLS3MzMyYOHGi0HCMGDECaWlpysrKKCsr4+LFiyxatIiqqioaGhrw8PDg06dPwh11+vRphg0bRnl5ubDam5mZiQiYO3fuMH78eE6fPo2Ojg6Ojo6kpaWJnLyLFy8KR6yhoSGVlZUiqig9PV3Q4UNCQhg+fLiAPOro6LB//36SkpIYMWIE27ZtY/To0ZiamvLs366uvAAAIABJREFU2TM8PDxoaGjA2NiYcePGoaury6hRo1BXVyc5ORkLCwtqa2vJLyggRVcXC2VlljU34yMlhUZAAMrh4axYvRpNTU327t1LcXg4iWlpPP83f2ttYL2MDKljxyKRk2PixInMmTOH1NRUevfuzaxZs9DU1OTFixf07t0bTU1NysrK+Pr1K1JSUuzYsYN//OMfREVFYWdnJ3QfcXFxTJs2DVVVVUxMTMjIyGDIkCE8efKEnTt3kpaZyeC5c4kHbKdNY4SnJ71796ZHjx5ihNijRw9KS0v58uULiYmJ9O/fHw8PD2RlZcnKyhLO0Pfv3zNz5kz8/f1FdFVLSwsSiYTevXuTmpqKpaUlsrKyPHr0CDMzMzo6Orh+/Tp6enpiXPThwwe+fv2KoaEhGhoaqKurk5iYKIq/u3fvcv36ddatW8fdu3dxc3NDRkaGuLg4LC0tCQsLY9myZXh4eGBqaoqWlhaysrJkZ2ejqKjIhw8fWLZsGcXFxYwaNUow/XJycgQ3Kjs7m6KiIqytrYmMjGTgwIGoqKhw6dIlGhoaGDVqFElJSZibm1NXV0dOTg4DBgwQQmNjY2OmTp3K27dvmTBhAgkJCdjY2NCzZ090dHTo6OgQ3//YsWPY2dkJQn2329TCwgJZWVlu3LghtJYRERG8fv0aiUSCtbU1SkpKSElJ4eHhwb59+xg8eDClpaU0NzcLzEB3wXfo0CEeP35MWFgYN27cYPDgwQwfPpycnBzs7OxQVFTk0qVL6Onp4eHhgZ2dHRkZGVRWVrJo0SJMTEz4+PEj+fn5DB06lAEDBjB9+nSCgoKIiYlh3759dHZ2imzMKVOmoKenJ2j13VFfO3fu5NOnTzQ2NpKVlcWKFStwcXHB1taWAwcOoK+vz+nTp5k3bx6bNm3CwMAAAwMDQkJC+Oabb/jjjz+4cuUKY8eOxdnZGV1dXSoqKnB1dWXkyJGoqqpSVlbG5s2bKS8vx9LSEikpKVpaWtDV1aVfv374+PgIZ+fvv/8uXJXdoN3Lly9TXV2Nu7s7iYmJjBkzBn9/f4yMjFBUVGTOnDk8f/6cRYsWERsbS05ODvn5+VRWVrJ9+3by8/NJT0+noaEBXV1dzp07x8yZM+no6BByinXr1rFt2zZkZGQoKSlBXl4eAwMDVq9eTVhYGPfv38fHx4fOzk7q6+tZs2YNSUlJ3Lt3j5UrV/Lo0SNkZWXp168fv//+O9LS0jQ0NNDY2MipU6fEw78bnTJw4EDMzc1RVVXl69evnD9/HmVlZW7evImlpSXl5eW8f/8eDw8PZGRkeP78Odra2oSFhTF16lSOHz/O1KlTSUxMZPTo0VhZWREZGYmGhgbW1tb8+uuv4vetqqpCQUEBCwsL4uPj8ff3p2fPnoIf6OLiQnFxscgtDQsLY+3atfTp04d9+/bh6uqKkZERffr04d27d5w9e5aPHz8KVMvAgQPR19dn06ZNrF27lqlTp+Lo6CgKsDdv3tDZ2SlMeBoaGvTu3RtPT09qampwdXVlwIABpKenM3/+fO7du4ednd2/kzMoKSmhqamJioqKOES6ublRV1cnsnKPHz/OoEGDUFdXp6ysjNzcXJqamnB3d6exsRE/Pz8OHjyIvLw8jY2N7N69G21tbYYNGyairzQ1NSkvLxda0G7ZhL29Pffv3+fp06f07t2boUOHCknA69evcXR0pKGhgY0bNzJt2jTKysqIiIjgzp07tLW18eHDB968ecPXr1/JzMzkypUrzJ49G0NDQ0pKSpCTk8PHxwdlZWUhn+rG5vyNuJLbtm3bzm3btv30f6rH/sd11CQSye/ALqAnsObvjloNsB/wAz7QVbTl/7OvaW1t3Xnq1Cnh8Dp58qSw7UIXfXrSpElERETw+fNnmpqaOHLkCAkJCfTp04eQkBCGDh3K6NGjKS4u5sOHD8jLy2NtbU1mZibQdTJPTk6moKBAbDLdvKpRo0bx8eNHvLy8kEgkdHR0sHPnTtzc3HBzc+Phw4cAQvMjJydHYGAgNjY2rF27VgBpzc3NaWtrE1bshoYGBg0aJC5+6OJTBQUFid+xtLSUESNGoKCgQHNzM4qKikyYMIEZM2YQEBBAWVkZM2bM4OjRowJrMXLkSK5fv06fPn0oLCzE3d0dbW1tTp06xbfffktrays//fQTO3bsYNWqVaxevZp+/foBiJOXrKws3t7e1NbWEhoaSnBwMJmZmezevZvLly+TkJAgrOetra3s3buXLVu2kJOTQ3Z2NgBJSUmoq6ujo6PD169fWbx4MZcuXUJWVhZTU1MOTJnC7oICFgF36aI1h0lL80xBAd2/UQEfP35k8ODBJCQkiM5DXl4e6urqrFu3Dh8fH6SlpUURUlBQwLRp08jMzBQspcmTJ+Pm5oa2tjYVFRUsW7YMExMTFi5cyOfPn1FUVKSjowMpKSnk5eX5/Pkz27ZtY+/evYKJ5urqypMnT0SwcVJSEhYWFkyePJnt27fj4eHBhg0bmDRpEuXl5djZ2ZGfn09kZKTIT+12btbX12NnZ0dYWJgAF0MXs6wbJzF06FCRsdjY2Cjca2fOnGHUqFFoamqKmKeCggKUlJREPmh3B2/atGmEhoYKtMWUKVOALn2ZgYGBEN4bGhqSmJjIqlWr6NWrFyEhIURHR4sM29evX7N+/XrOnz8vkAmhoaH88ssvjBkzBhMTE8LCwvD19eX9+/dUVlayZ88ebty4wf79+3n69ClJSUksXrwYd3d30THp7nrcuHEDaWlpqqurOXHiBOfPn6e6ulqI3Tdu3Mj9+/cpKioSQeLda+/evaxbt46QkBCeP3+Oj48PDg4OyMvLk56eTn19PZ2dncKd+dtvv6Gv//+w9+ZRPed///+tTfuiXSWtUpSE0IbSKvu+juyZkXXMMLaJsczYGcaWLSRERJYkpFUoSkVJC2lTaVGq9/ePPu/n73v9cy3nXL9zvtc51+ucztE5eq+v1/P1eD4e9/v9Zoq+vr7oUubm5uLi4kJOTg59+vTh9evX6OjocOHCBSHOHjNmDK9evRKIIGknXNpB8vT0xNbWVlxHiYmJFBUVCVfrq1evxPe8fft2vnz5wrx58ygvLxfXUUVFBW/fvsXS0pLMzEwSEhIoKipizZo1mJqacuzYMdatW8eVK1dIT09HTk4OIyMjDh48KOJ9IiMjyc7OJi0tjQMHDhAUFMSuXbsoKSmho6OD06dPY29vz+bNm/n+/TtTp04lIiKCiIgI4QbMycnhp59+4ueff2blypUCKP/gwQNSU1MZMmQIMTExdO/enRcvXuDzL2f0vXv3BOuzoKCA0NBQrK2tWb9+PSkpKVRWViIjI0NxcTEaGhqUlpYyduxYampqiI+PR1lZGQ8PD/L+pW3V09MTDNOkpCTS09NRUVFBXV2dsLAw1NTUCA4Oxtvbm3Xr1rFq1SpqamrIy8sT2VhDhw5lxYoVIkvu27dvBAUFoaOjQ1ZWFsXFxTx+/BhFRUWuXbvGnDlzROzNly9fgM5w5+rqanbu3Mkff/xBt27dxCYwOjoaNzc33N3dWb58OSYmJvTu3ZsvX76QmprK3r17xbXt6+vLhQsXqK2tpa6ujmnTpmFmZkZ8fDwyMjIYGhqSnZ1Ne3s7paWltLe3M2XKFDIyMsTrsLa25sCBA8jKyjJs2DBqa2uF811VVZUrV65QUVHB6NGj0dPTE2YIaYZofn6+CPatqqri+PHjWFlZiQ2EFP8kkUhISEjAwcEBS0tL6urqxLpuYWHB+/fvMTExoUePHixfvhx7e3u2bdtGVlYW379/Jzw8nL1797Jnzx4CAwMxMjKioqKC7H/pgAsLCwkKChKEgwcPHiAnJ8esWbMEe1ZZWZm4uDjOnz9PcHAwjY2NODo64ujoCEBycjJOTk4CT9jR0SHWwT///BN5eXk+ffrEhw8fOHToEPb29syaNYvCwkKUlZUBBOlCGo/0119/UVpaKpi7//zzD8+ePfvvIxP8v3DIyMgEAgESiWSJjIzMMP6/Qq0B2CSRSHbLyMiMB1ZIJBL3f+dxZACRJqmpqaly9OhRevfuzdGjR0WwpTTz6/bt28THx1NaWkp8fDzjxo1DIpEIOLl0NDBw4EDy8/N5+/atcF9JRyixsbEMGjRIjDw+ffrE8uXLycrKIiUlhWHDhtHc3ExNTQ22traYmJgwevRonJ2dRVhhe3s7qamp9O/fn7KyMtasWSNyxnr06IFEIhH8PynmSdpKj46OBjrzdg4fPsynT5+4c+cOjo6OGBkZUVRURHp6OgsWLGDy5MmiA3b27Fl69OjBlClTxAJ3+vRpvL29xd93dHRQWVmJqqoqCxYs4MSJEzQ2NvLp0yd27tzJtWvXGDduHO3t7eIxPn/+LHKQAPbt24ednZ0I+h0/fjzBwcHY29uLRdrBwUFYmwH+/vtvIiMjuXz5Mo2NjbS1tdGnTx8mT55MSEgI7u7u+AJbgX50VvA5np5ctrTEecgQoDMVXF9fH2NjYwoLC9m+fTsHDhwQF9q7d+9QV1dn//79bNu2jeTkZM6fP4+7u7vIXtq8eTN9+/Zl8ODBfPjwAQMDA+7evUtwcDBlZWXo6elx9+5d9uzZw+HDh3n58iUPHz7Ey8uLlpYWoJN+sWLFCiZPnkxLSwsRERFoampibGyMRCJBW1tbIFOkCfabNm2io6ODgQMHAuDq6sry5cs5d+4cMTExxMXFERoaysePHwWMPjAwkN9//50RI0awc+dOVqxYwfTp03n69CnQGaoshZs3NjYiLy/P9evXsbKyYsqUKWzfvp3ff/+diooK5OTkMDU1Zffu3cydO1cstIqKiowfP567d+8iKytLRkYG5ubmKCkpoa2tjaqqKp6enjx+/Ji3b98yb948wUuVju67detGTk4OOTk5zJ07l+nTp+Pn58eePXvIyMigqamJuLg4fv/9dy5evMjz588pKiri/PnzYkNRVlbG69ev8fLywtramlWrVuHr64uWlhaysrLo6emxZ88edHV1CQ8PJzIyklu3bvH9+3dxE50xYwYDBw4kKyuLjIwMOjo6mDp1KnFxcRgZGWFsbMyzZ8+oqKjAwsICfX199PX1/81iLc1GGz16NAcPHuTRo0f89NNPqKqq0qdPH9TU1IiLi2PYsGEEBAQQGRmJrq4uZ86cEcD5pKQkPn78iIeHBx8+fCAsLIwBAwYwYMAAtm3bRllZGX5+fixcuJA3b97w7Nkz8vPzmTdvnkjMz8zMZPbs2aI7l56ezty5c1FWVuaff/5hwIABDB06lNDQUDZu3Mjhw4eJjY1l9+7d4ua7YcMGXFxcyMvLIyEhAQ8PD8aNG4eOjo4YdR88eBBXV1cRKGpoaEhOTo5I4v/8+TNhYWGkp6djb2/P0KFDGTVqFCkpKWRmZrJr1y6OHDnC+PHjGTx4MLt27RLoHmlRMWDAAGRlZenbty8nT54kJCREFMRfv34lJCQECwsLtLS0cHFxwdjYGAMDA/r378+4ceMAWL58OaWlpdja2rJ9+3bWrl3L6dOnsbOzo6qqiqtXr7Jz505yc3ORSCRi3GptbS3GuCEhIcycOZPw8HBev35NR0cHDg4OfPr0idbWVtTV1Tl58iQ9evRARkYGBwcHsrKyKC0tFePkxsZGOjo62LFjB6NGjaKlpUUExD59+pSpU6dSX18vImKKi4spLCyktbVVFOFSh2llZSW//PILb968QU9Pj6ysLK5evcrevXvFuvHPP/+wePFiEhISUFFRQUlJCeh0WksNCFJ+dUlJCba2tgz513opBcX37duXBw8e0NTURENDg8iA9PT0ZObMmWLNr6mpQVtbm5iYGJ4+fUpoaCgyMjIcPnyYOXPmEBERwdixY8nKyhKIMek5HRYWhq6urgjDvnLlCv7+/iK/LTo6mvb2dtLS0jAxMUFbW1uEOy9dulRsYufMmcOmTZtYtmwZX79+JT8/n6FDh4rcM2m8zOfPn3FzcxNYrtevX4vN58uXL7G1teXx48fk5eUxe/ZsHjx4gIGBAfHx8axfv56wsDAxNpeGw9fW1lJfX/9vMhVjYmKorKxk8ODBzJgx47+dTPD/wuEKjJaRkQkAlACNfzFIS4Gof/2fa8Cpf+9B/jUDVpX+PmDAAElZWRmmpqbY2try/v17ampqaGxsBBCukLi4OJKTk3nx4gVXrlxh8eLFYkF0dXUVHYu2tjZGjhzJtGnTOHDgAIBINR40aBCDBg2ipaVFMMG2bdvG9+/fkZWVZejQoRw+fJixY8dSWlpKZGQkK1asADoZef379+f69esiViMsLAwtLS26devGsmXLUFRU5NChQ3z69AkbGxtsbW1xc3MT70Wa6q+kpISPj4+Agzc0NFBbW4uioiIjRowQWifpiKWhoUF0f6SFw8iRIxk6dCiTJ08mMjKST58+8e7dO0aPHs39+/cZNGgQe/fuRU5OjsmTJ+Pr6yu6e+7u7hQXd9LIMjMz+fz5M4MGDSI8PJxBgwZx8uRJunbtKhaVgQMHCmecFEOlr6/P+PHjefToEU5OThQVFWFoaIiVlRVubm788ccfeHh48LGmhi1Hj6KkqsqEiRNZN2SI0A7m5+fz7ds34uLiGD58uKBEVFVVoaury/Xr1xk6dKjI52pvbxddQykz0N/fn0GDBrFu3Tqsra0xNTVl3rx5GBkZ0djYSGNjIyoqKgwePBh5eXna2to4evQo586dY9asWQCoq6szduxYSkpKKCgowMDAAD8/P06cOMHEiRPR0tKitbUVRUVFbt68SWJiIpqamkycOJF79+4BCHyQk5MTCxcuZM+ePcTHx9OzZ0/8/f3F+X/69GkOHjwoipTjx4+LyIQ3b96I4hkQhZmtrS0//PADV65cQU1NTSzApaWlwgkVHBwMdBYVWlpa+Pv7s2nTJmbOnImhoaEIIZVSNaShq21tbcjJybF48WLxvPHx8UgkEtTU1OjXrx/x8fFcu3aNpKQkXFxcePToESNGjAA6tZsXLlxg/vz5yMnJiZBYMzMzPn78SEJCAtbW1mzbto2Kigoxjurbty8uLi7cvn2bS5cuCVelioqKCN598OABDg4O1NbWEhQUxNmzZxk3bhyTJk3C0dGRhIQEBg4cSFtbG62trfz111/8+OOPqKqqYm9vD3Tiferr64WD+8cff0RZWZnIyEgRnGppacmNGzdYsWIFCgoKtLa2Iicnx4wZMwCwsrJCVVWViIgI+vTpw7Rp01BXV2fhwoUiYqNXr16UlpZy5coVpk6dirGxMbm5uSI77vjx4wQEBGBqasqAAQNwdHTk0aNH1NXVoa6uzpMnTxg6dCgbN27E3Nyc+/fvY25ujrGxsZB3uLm5UVFRQVNTEzNnzuTNmzfk5ubi4+PDoUOHUFJSIioqiqioKKytrQkPD8fc3JyRI0eKay46OpqcnBwATE1N6devHz4+Pty5c4fVq1ejoaGBlZUVFRUVJCUlCS3oqFGjxJoxevRo4uLiWLhwIf3792fevHls2LCBqqoqHjx4wN69e5GXl2fhwoVoaGgI1qqdnZ0o1OLi4vDy8uLYsWNMmzaNxMRE/Pz8MDQ05P3799TW1iInJ0dZWRlTpkxh2rRpXLx4kaysLFRUVAA4cuQI4eHhxMbG0traSpcuXbhx4wYODg7ExcVRUlLC9OnTsbGxISEhgblz51JaWoqmpqZgBUulKdu3b6eqqor58+dz6NAhZs6cSX19PW1tbcjIyKCmpoa2tjba2tp069YNc3NzQeFYtGgRkydPJigoiI8fPxIeHo6RkRFKSkrMnz8fRUVF8vLy2LhxI35+fuzcuZNffvkF6NSUQmf3WEtLizlz5pCbm0v//v0xMTHh8OHDFBUVoaqqipqaGosXLyYyMhIdHR169uzJ6dOnRRC3dAJUUFDAzZs3efv2LS4uLgQGBgrkoZWVFTNnzuTZs2csXLiQrVu3Ul9fz5kzZ4BO5mh5eTnTp0/n+fPn7NmzRyDLpMWmVEfe2NiImZkZ3t7e+Pv7C9anl5cX0IkJ27BhA56enly5cgUjIyMGDhzIb7/9RkdHB8uWLeP06dN8+/aNNWvW0NTUJOgovXr1Ijk5mSFDhuDo6ChYox4eHmhoaKCpqcm3b99Yv369mJi8ePGC4cOHi6B7aaGXmJiIm5sbwcHBIuj+yJEj4rP/j47/UYWaRCJZC6wF+L86ajNlZGR20GkmeA8MBfL/K48rDZCUisAtLCwoKysTUHY9PT327t3L2bNnRYv14cOHDBkyhNmzZ4uFUElJiR9//FEYDNLT0wUyqaioSCQ2v3//nm/fvuHj48OcOXOIjY1FU1MTFxcXgaAYO3as+LJXrlwJgJaWFubm5iQmJnLo0CE0NTWZO3cuo0aNIj09nQsXLhAUFISioiKjRo0iJydHhMROnz5dvN+zZ89y4cIF7ty5Q3V1NTU1NcjJyQnzhIKCAsrKynz9+pV3796xdOlSOjo6BP8wMDCQhIQEZGRkSE1NxcXFRYisq6uraW9vR0dHhyFDhtDS0sKqVavo27cv379/FzfXlStXCsFl165dmT17Nl++fEFTU5MPHz6Qm5vLoEGDxM27e/fu3Lp1i5KSEiE437x5M6qqqrS2tgoBt5qaGqampkRFRVFaWsrNmzeZNWsWTv8ChD958oSysjJR/BYUFIjRpLKyMgkJCbS0tIgdq3S0lZ6eTnh4OA0NDVRVVdG9e3dRZH3//p07d+6wbds2CgoKKCgo4Pnz5xgYGIiEfk9PT5ydnfn11185dOgQ5eXloqCAzvH6/v37BVNQyiN0cXHhzp07TJ06lVWrVnHw4EFsbW2Rl5fn4MGDPHv2jCtXrgCdXMpRo0bx/Plz9u7dy9q1a3FzcxNai4sXL7J69WoUFBSoqanB29ubU6dO4eLiQnNzM9DZ7ZAKli0tLQkJCeHhw4dUV1ezZcsW1NTUSEtL4+nTp7x9+1bw+qTFF3R2baGzkJaGR9++fZuePXuKEOItW7Zw7NgxkpKSGDBgAB8+fEBTU1MIeT08PDhx4gRbtmwRonxZWVkuX75MS0sLL1++RFZWlk+fPqGnp8cPP/zAmDFjOHfunOjKycnJUVhYyK+//sqDBw8wNjZGX1+fXbt2MWHCBOLj4wXv88yZM/z222+cOnWKn3/+WZg8goKCxHNGRkZSU1ODvLw8Xl5e3Lhxg+/fv/Pt2zc8PT1RU1MTWYhWVlYCa1NRUUG/fv0IDw/n+PHjDBkyhEmTJvHy5UuioqL49ddfKSkpoampiY6ODh4+fEjfvn05duwYI0eOBBAFkYmJCXl5eUyYMIHIyEiGDh1KWloa2traFBYWYmJiwqBBg/Dw8MDf35+VK1cKfuqWLVuIjIxk586dHDp0iLa2Nnr37o2RkRHFxcU4OzsTHh7OzJkzcXV15cSJE7S0tGBmZvZvxnT5+fkoKytLowVIT0/n+vXrjBo1is+fP4vzQDpmTUlJYfLkydy6dUtcc9KOVExMDOnp6fTs2ZOrV68KCkJpaSmenp5s2LCBixcviu9/6dKl4jF69OjBvn37sLGxYeHChUgkEg4cOEBoaCgnTpwgPj4efX19nj59KtBu4eHhQl+7ZcsW3r9/L0LH3dzcePz4MVu3bmXfvn24u7vT0NDAwYMH2bBhA5cvXyYqKgpbW1sx1pZOCF69eiVA31VVVXz48IH58+eTmpqKt7c3vr6+rFu3jqKiImxsbIiPjxfrR3Z2NvLy8jg6OgqyzMyZM8nJyaGlpQVfX18ePXokkGezZs0iOjqagoICgWabOXOmKPxSU1Px8PDg06dPjB49Gh0dHfbs2UNUVBQhISFMnjyZ+Ph4oqKiGD9+PGfPngU6TTbr1q0jIiKC0aNHo62tzerVq9m3bx8vXrwgPz8fQ0NDEhMTqaur48uXL8THx3P79m2OHTsGdG66u3XrxurVq4mJiWHIkCEcOXJE3DscHR05f/48q1at4tGjR9y5c4clS5YQHR2Nu3vnEMzMzIx79+5RXV3N7NmzOXPmDA4ODiQnJ6Ovr09ubi7Dhg0jPDyckpISZGVlsbS0JD8/X3SybG1tsbGxEefq8OHDefz4MSoqKkJWIZFIBFlFWVmZd+/ekZWVJUb0CgoKeHh4kJycTH5+Pjo6Ovz+++/ifd6/f5979+6xdetWYmNjOXDgADdu3OD69euCE25oaEh1dTWWlpYsXrwYV1dX9PX1OXXqFE5OTvxnJ5r/owq1f+fYAZyXkZFZQedIc/5/5Y8VFRX5+++/GTBgAA0NDcjLy/P+/XvRWXj79i1//fUXW7Zs4cSJE+jq6vLo0SNSUlJIS0vDwsICXV1diouLef78OZ8/f8bR0ZG4uDh0dXWBzuBMdXV1dHR08Pb2pq6uTmRG+fv7s2bNGp4/f86wYcPYtm2bqOqjo6PFolZcXIyFhQWVlZXMnz+fbt26sX//fpqamli7di13797ly5cvDB8+nAcPHtDY2EhxcTHjxo0T+UbS9mxsbCxlZWXs2bMHDw8P5s6di6enJzdu3GDx4sUkJydz4sQJfvzxRxISEujXr584qaT5P9bW1ujp6dHU1ISxsTHv37/H1NSU9+/f4+/vz44dO2hraxO5XlK9HnQWnWPHjsXc3JytW7dy9OhR1q5di52dHV26dKGpqQl9fX2hcXn37h1TpkwhIiKC1atXA1BSUiJwWnl5ebS3t3Py5El0dHTIy8sTxWp7ezubNm0Sz52ens7+/fvF7w4ODkRERHD06FHq6up4+vQpmzdv5s2bN9y/f5+amhpOnTpFfHw8OTk5/Prrr4LhCnDhwgXhFrWzs0NGRoZevXpRWFjIiRMnxOg6JCRE5CU1NTWJogQ6OxU1NTWCjQrw7NkzwsLCRP6cVKMmDbnctGkTEomE2tpaAFRUVETb3sLCgszMTEaNGkVWVhYODg7cvXuXzZs3s2HDBmbPnk1ubq5Av0ghwtLxQ0JCAru1b15UAAAgAElEQVR37+bw4cP4+flRU1NDQUEBDg4OnD59miVLluDl5cWHDx9QUVERO1joXJxevnyJjIwMNjY2fPv2DVNTU8HG9fHxwcfHR3QOk5KSqKiowMjISBQVL1++ZOzYsVhaWnLv3j3Ky8s5dOiQ6GhMmjQJExMToauUOsa6desmNgOASPL/66+/uHPnDrt378bFxQUHBwehQdqyZQsSiYTS0lLq6+vx8/MTG5v4+HgaGhro6OjA0NCQ8PBwbt++zc2bN1mwYAHXrl0TyLWsrCx+/vlnFi5cSEpKiuCcurq60rVrV0xMTPDx8cHX15cdO3ZQVFTEDz/8wLhx48jJyeHw4cO4ubnx+vVrrl+/ztq1a0UnVDqOrKqqEvqo7OxsJk2ahLm5OT4+PrS2thIfH8/Zs2eJjo4W1IOmpk5TWdeuXVm0aBE7duwQnbz09HQUFBQwMDCgtraW/v37c+jQIeHKTUtLY+bMmSxYsADoRK5dunSJ69evU1VVRXp6Ou7u7ixdupQNGzYgJycnDArQCdt+/vw5Z86cEa7bI0eOUFVVRZcuXRgyZAgbN25k+vTpKCgooKqqirq6OitXrkRLS4u1a9cSHx8v3KjSsVd9fT3FxcXCdLFixQouXLjAL7/8wrJly7C1tWXLli1YWlrS0dHB+fPn2blzJ6tXrxYdNWmQ85UrVzAzM8PMzAwPDw/2799PZGQk48aN4/jx4zx69IinT59iZGREYWGhMBNAJ+5o48aNVFZWcuTIERGK+vbtW3R1dTE0NCQzM5Pp06dz7do1srKyKC8vJzQ0VGzwR44cSWZmJhoaGtTW1tKrVy+Cg4PZv38/wcHBXL9+HRsbG5YtW8bgwYNRUFDA39+fpqYmgfaSNhsAbt26hZ+fHzk5OcTHx6Orq0vv3r1RUVHB3d2dnJwcevfuTVFREVu3bhUh02lpaWzdupUXL15w//59fvjhBywsLNDQ0OD58+diLCiRSOjVqxeamppYWFhw6NAhMW3p06cP1tbW5OXl8fnzZwIDA7G2tmb37t1UV1czePBgXr9+LUgnOjo6mJmZERcXJ3RuY8aMoa2tjerqavbt28fSpUtJS0ujurqa4OBgfv/9d8LDwwkJCeHKlStCD1hWViYmH+7u7ly7do2DBw8KXduECROorKzEzc2NgIAA1q9fj6KiImPHjuXs2bO4urpy9+5d0bWbPHkyRUVFGBkZUVBQwIABA4Q2NCwsDHt7e3777TdMTEx49OgReXl51NbW8vHjR0JDQ8UaFB4ejpycHB4eHvj5+QlcYkFBwX+a9fk/MkcNQCKRJEgkksB//btWIpGMlEgk9hKJZIhEIsn8j/7+/z6am5vFRaOmpoaSkhLOzs5UVVVRVVXFkydPaGlpITMzkzFjxlBbW4uamhpjxozh8ePHJCcnk5WVhZeXFyEhIYwfPx5XV1dGjRolniM3NxdXV1dWrFiBhYUFffv25f3797x9+5Z79+7x559/4ubmRkNDA4qKipw8eRLonNe7ubnh5uYmHC4yMjKiA2JnZ8fatWsFF7Fr167cu3cPJycnMT6ZPn06YWFhhIWFAZ1F499//42Ojg69evWiqamJz58/iwIPOkcSP/zwA2pqagQEBHDr1i2MjIxEGG2XLl2wtLQUcQJSpuLDhw+FSFxOTo6JEydy6dIlqqurcXZ2Fp+Hq6srHh4e2NnZcfToUV6/fo2CggJ6enqoqqrS0NDAt2/fWLhwIXfu3KFLly5ERkZSVlZGW1sbbW1txMTEoKioiLu7O5s2baKuro4JEybQ3t7O+PHjUVNTE7D2gwcP8vHjR/bt24e+vj7Lli1j2bJlJCcn4+joyPTp08nNzSU6Opq1a9cSFhZGY2OjCDSETv2FhYUFT548+TdxJ0FBQbx79044fDdu3IilpSU+Pj4cP35c4MLCwsIER3T9+vWMHj2au3fvCiefnZ0dX758ITMzk+bmZmbOnImOjg62trbCYq+hoYGLi4voqkk5rBUVFbi4uIjojpKSEiZPngwgAMpStuaWLVt4+PAhMjIyYmwq1YM9ePCAL1++YGRkxK5du4BOrYbU8bh27VpWrFjB48ePUVZWZujQodTV1QnIPXRGrzQ3NyMvL0+vXr0YNWoUtra2nD17VnQFGxsbhZW/vLwcHx8fEe5ra2tLz549efLkCYCQIaSlpaGqqoqTkxPHjx8XxpyQkBDevHnDgQMHeP78OSkpKYIJ6e7uzo0bN3B0dOTmzZv079+fwMBAoWXq3r07x48fp6Ojg4KCAvLy8ti0aRO5ubnk5uZia2uLrKwsU6dOpaGhgYULF1JfX8/Tp0+JiYlBWVlZBGMHBgYybdo0TE1N8fb25ueff+bnn38mMzOTJUuWoK6uTlRUlChYSkpKSE9P5/Tp0xQWFtLe3k57ezuWlpbY29uLAvTFixe8f/+eGzduMHv2bKytrSkrK8Pd3V3AxvX19enXrx+mpqasXr2aZ8+ekZGRwadPn3j9+rX4SUxMFNfXrl27qKysREdHh6KiIoYNG0ZeXh6BgYG8evWKK1euMGfOHMzMzEhLSyMtLQ01NTXR8Tt16hTu7u4YGhpy6tQp1q1bh6qqqtCZTps2jdzcXAICApCTk0NPTw89PT10dXWxtLSkV69evH79Gnd3d/Ly8lBTU+Pdu3fcuXOHZ8+ekZiYyNu3b8UITkpekP707dtXoMiePXsmuq+DBg1CIpFw4sQJoqKikJWVJSoqCmdnZw4cOCBMWl++fGHDhg3Y2tpSUVHBxYsX2bx5MytWrKCuro6NGzeK4vPdu3fo6ekREhKCRCLh4cOHPHz4kOjoaJYuXYqPjw/p6em8fPmSuro6Dhw4QHZ2Nvr6+gwYMEBoq0aPHk1bWxsKCgrExMQIHKG2traIvJCuT4mJiYwePRpNTU2ho3v06BEzZ87k48ePFBUVISMjIzb1NTU1nD59mtevX3PhwgVUVFSYNGkSlZWV+Pr6snjxYm7duiWK4YKCArp16ybkOFLtpzT5wMPDQ3QfHR0dGThwIBYWFsjKymJvb8/kyZOZOnUqhoaG4t7g4uLCzz//LArbz58/i87dtm3b6Nq1Kzdv3hQudamZZ/r06QQEBBAQEMCyZcuETtDIyIj09HQqKyupra3l3LlzjBw5kpCQEBYtWsTEiRNxdnYmOTmZvLw87O3tsbe3p6amBjU1NT58+MCaNWsoLS2lT58+mJiYoKGhQXt7O1paWsyaNYu7d+8yc+ZMysrK+Oeff4RcpbCwECUlJdLS0oiIiOD79+84ODjw8eNHIiIi2L9/P+PHj0dZWZnQ0FAuXbqEs7MzL168IDo6mujoaB4+fCjwh6WlpbS2ttK9e3eKi4s5ceKEKJL/o+N/XDzH/x/Hn3/+ublLly40NDTQ1NSERCIhKyuLJUuWEBERIdwmUnG31ObbpUsXvLy8BGZnxIgRmJubiyr8yZMnaGtr8+nTJ27dusWSJUu4du0a2trayMrK0q1bN44dO8acOXO4f/++sMCbmJiQmZmJlZUVGhoaqKmpoaamhr6+Pnfv3sXY2JivX7/y4sULEhMTsbe3F9D4jo4OCgsLGT16NB0dHYwfP56JEyfy5csXGhsbOXfunGBGVlZW0tjYiIGBAbKysvj7+1NUVERDQwPp6elkZmZiYmLCli1b2Lhxo/i8li1bhqysLM7OzhQVFdGzZ08ePnyIk5MTr1+/xsHBAWNjYwYOHChiIKqrq6msrCQ2Nlaw6vbs2YO3tzfR0dGCgzh9+nQSEhKEONbMzIyqqirhwj179ix+fn60tLTw8eNHdHR02L17N1OmTKG6upqbN2+yZ88eFi1ahLGxMU5OTgIVU1RUhJWVldDPNDQ00L17d+zs7Dh9+rSAsxsYGNDa2iq6GeXl5QwdOpTevXvT0NCAg4MDw4YNo0uXLuIzefr0KZmZmWJMaWFhwffv3ykrKxOLwLFjx0QXdcyYMSK+xcDAgOHDh6Onp4eZmRknT55EU1OTkJAQke81YsQIrly5gqamJtbW1ri5uXHhwgWsra0xMzNDQ0ODxsZGZs2ahbq6Oi0tLdy/fx8FBQUMDQ3566+/0NXVpbq6mpUrV7Jr1y4SEhIYNWoUe/bsYcWKFQwePJjbt2/z5MkTlJSUsLOzo6Wlhc+fP6Onp8fbt2+ZMWMGOjo6PHz4UCz07u7uopPX1NTErFmzsLGxYfXq1cjIyJCeno6WlhYGBgZiJynN/8vNzcXf35+8vDwRWxMbG4upqSnKysp8/PiRCRMmkJ2djampqcjr6t+/P/Ly8vz222+MGDGCwMBAPDw8qKmpwd7eXmDXXr9+TV1dHY6Ojri5uQnjjhTJFBQUhKamJmfOnMHU1BQ/Pz92794tktbHjh2LoqIi8vLy9OvXT2DY3NzcePfuHQEBAfTp04fq6mpsbW3p06cPtra2ojjz8fHBxsaG6OhoPn/+jIuLC97e3uK7kZWVpaOjg8bGRmRkZMjNzeX27dsCgi0rKytidbS0tNDQ0KC1tVUguiQSCaqqqhgbG7Nt2zYWLlxIR0cHkZGR4qZkZ2eHpqam6IiPHTuW169fM2HCBAYMGMDGjRs5ceIEVVVVvHr1ijt37qCtrU1GRgZlZWX8+eefwsU7YMAATExMaGhoQElJiXfv3uHo6Iiuri4XLlygtbUVR0dHfvvtN/z8/Ni1axeRkZGcOXOGvLw83rx5g76+PpcuXeLjx4+0trZSU1ODs7Mz9+7dQ11dnZqaGjo6OvD09KSqqor8/HyqqqpYuHAhz58/p76+XqwJtra27N27Fx8fH5KTkxk1ahTt7e3ExMRw6NAhZGVlGTVqFH5+fmJ8pqGhQV1dHYqKikydOpWrV69iZmZGv379GDNmDMePH0ddXZ25c+eiq6vLgwcPCAwMpK6ujoiICPr27cvXr19pbW1l0aJFAmQuLXJHjBiBiooK165do2fPnly+fBkTExOcnZ2FySw4OJivX7/So0cPMWIbMGCAuI5jY2N58+YNJiYmzJ49m9DQUDZs2EBBQQEbNmxg27ZtrF69mnv37lFYWEhBQQFhYWH88ssv3L9/n969e2NqairoHtra2oSEhDBx4kQOHz5MYGAgNTU1KCsrc/XqVbKzs/Hy8uLRo0dYWlqKHMyOjg727t2Lnp4ePj4+rF+/HhMTExISEti2bRtJSUksW7aMIUOG4OLiwq1btwgMDOTbt29UVlby/ft3/P390dfXF+ahpqYm0tLSsLW1pampCRsbG0EMaWpqomfPnmRlZeHt7c2zZ88wNjZGUVFRdK569eqFqqoqO3fu5ODBgyxdupSPHz9iampKREQEiYmJLFy4kObmZlJSUpg/f77orGtqapKRkUFlZSV9+vQRRCDp/en169csW7YMX19fzp8/L7IzDQ0NycvLo6WlhYCAAKKiojA3NxdEDCsrK8aOHUvXrl0pLCzE09MTAwMD2traGDFiBPr6+hQXF+Pq6oqsrCz9+vWjpqaGJ0+e/KcQUv9jO2r/nYecnJzQ3kjHMdu3bycxMZHExET+/vtvkeGio6NDYWEhcXFx5OTk8P37d+GqMjc3Z9myZTx//pyKigrmz58vNGJnz55l+vTpgvd16NAhMbY8fPgw3t7eFBYWsmHDBhobG0lNTQUQgYbQGUYp5e59+PCByspKfHx86NatG4MHD+bSpUuYmpoKF8+3b99ITEwkMzOTN2/e8ObNG/r3709bWxsrV66kvr5eoKSSk5NJT09n9OjRWFlZkZ2dzcKFCxk4cCB//fUXJ06coL6+nvr6eo4ePSpYkU5OTrx69YqBAweioKBAUFAQKioqAmciLT6UlZWxs7MjOzub7OxscnJyGDt2LEOHDsXGxgZzc3NRxDg5OYm8ugMHDmBmZsbx48exs7NjwYIF1NTUUFNTQ7du3YiLi2PSpEnk5+ejpaVFcHAwaWlpzJgxAwMDAw4fPkxAQAAvX76kR48e2NjYYGZmxq1bt7h16xaFhYUsWrSI0aNHk5eXJ0Zg+/bto7GxkW/fvlFWVkZERAQXL17k1KlTGBsbU15ezpMnT3jy5Al+fn60trYikUhYs2YNnp6ezJkzh9raWt69e0dERAQSiURkOd27d0/gV4qKiigqKuLTp08sWbIE6BQXP3nyhLdv31JTU0NpaSmGhoYUFxcLHR906mPy8vJQV1dHXV0dPz8/GhoaePbsGaWlpfzxxx/Y2dmhq6uLo6Oj6CJJxyRdunQhKiqKXbt28fnzZz5//oyFhQV+fn5ibPf48WPRKXj58iXNzc08evQIFxcX+vTpw7Vr14TZQPo69u3bx5s3b8Rj1tXVYWpqKjBjra2tIiri8ePH7N+/H0tLS4yNjRk3bhzjxo1j9OjRLF68GC0tLY4dOyYW+l27dvH69WsB8v7y5QtTpkzh7du3ZGVlMWrUKOG8XL9+PTU1NUyePBklJSWys7Pp27cvX758oaKiAl1dXdLT02lra2P79u28ffsWiUTCtWvXCAoKIigoiPj4eKytrYmMjGTTpk2sW7eOn376CT09PX799Vc2bdpEQ0MD2traHDx4ECsrK9LS0nj48CGxsbHExsYCMGjQIIYMGcL79+85evQoEyZMEPqp9evX0717dz58+MCiRYs4dOgQZ8+eZcaMGYwfP57x48fz5s0bJBIJM2bMoL6+HiUlJSwtLfn69avAc33+/JmYmBiMjIxwc3PD1dWVjIwMSkpKKCkpQVVVVYjxXVxc6NatG0+ePBGRH9nZ2aSmprJjxw5cXFyYNm0azc3NPHz4UMQWWFlZoa6uTnl5OTU1NTQ3N2Nubs6nT5/w9vZm3LhxXLp0iQ8fPvDx40cCAwOJjY0Vwd02NjZs3bpVuAiHDx/O6tWrRUffzc0Ne3t7EYXw4sULHB0d+fvvv9m0aRO+vr74+vpSUlIixlT379/HyspKFPvQGe4rkUhobm6mubkZJycnevToQUdHB8eOHePYsWNYWVkRGxuLs7MzOjo6HD58WJiegoODKSwsBDoF6Y2NjZw6dYrNmzfj4+NDaGgooaGhPH/+XGi5pFMMqYN60aJFtLS04O3tzYABA3jx4gVNTU0UFxdTUVEhJiXy8vIsXbqUa9euCVF6RkYGc+bMoaGhgQ0bNgg9q42NDUuXLuX9+/fs27eP+fPnM3/+fBobG5k9ezYbN24UbkcFBQXi4+OxtLQEOnVb5ubm7Ny5k7y8PJqamrCwsBCvo7W1lfnz5/P582f69+/P8uXLOX/+PHV1ddjb25Oamir0p7169aKqqgoVFRUh9N+0aRPDhg2jtbWV9PR0GhoaRBpAYmIiZWVlzJs3Dzc3N3744QcMDAzE5r6goIBv377x7ds3wsPDcXBwQFZWlj59+qClpYW+vj4pKSmMGzcOOTk5KisrCQgIIC0tjaqqKqKjo+nbt694L7m5ucJRffz4cRFRoqenR69evbh06RIuLi5UV1djbW1NQEAAc+fORV9fn8rKSvG6N27cyNatW0VjJSAggDdv3uDj48PFixextrbG0tKSd+/eAZ1a9IULF3L58mUuX77MsmXLUFFREdiuhIQEoLObPm3atP/tqP1Xjj179mxWV1fH09OT0tJSkpOTGTt2rBDUZ2RkMH/+fIyMjPjzzz+ZOHEiQ4cOFS6YL1++YGBgQFVVFb179yYmJoauXbsKVl5bWxufPn1i0KBBPHjwgPXr13Pt2jUePnzIzJkzSU1NFUWH1Lko1TVJuXMtLS38+uuvKCsr4+fnx/79+8nMzGTTpk0kJCSwadMmwsLCuHHjBkVFRVy9epUlS5ZgamqKoaEhampq6OnpERMTQ2FhIQEBAQwcOBBZWVnevHnD48eP8fX1JT8/n46ODiwtLenZsydfv35FTk6OL1++8PXrV9EV09LSory8HGdnZ27evImcnBxnz56la9euKCgokJyczNevX6moqGDfvn3Y2tqybds2goODcXJyorKyEnNzc3r06IGjoyP19fXExMTw7ds3CgoKaGxsRFlZmUWLFtGjRw/y8/Pp168fioqK5OTkUF1djZ2dHdHR0YwcORILCwsyMjLQ0dHh2bNnYowobaf37NmTlJQU2tvb6datG8OGDcPBwYFr166xf/9+UlNTxUhbVlYWY2NjNDU1MTExIT8/n6ioKCwtLenbty+Ojo7U1NSgoqKCqqoqbW1t1NbWMnjwYFJSUrh79y47duzg8ePH+Pj48OLFC9Gdu3nzJs7OziLzydzcHB0dHYyMjOjXr58YbQUHB/Plyxfmzp1LcXEx58+f588//xSbAHV1deTl5XFzcxNhxhEREairq+Pk5ISamhr19fXY2dnx6tUr9PX18fDwwMHBARMTEyIjI1m3bh3m5uYoKCgILqaWlhYKCgq8fPmSiooKzM3N8fT05OXLl7S3t9O/f3/y8vLQ1dWlsbGRS5cuCR1camqq6ARbWlpiZ2eHuro6jo6O5OTk8PLlS3x8fESX6u7du6xduxYPDw9ycnJISEhgzJgx2NjYCH1W165dcXFx4fnz50ycOBFTU1PWr1+PmZkZd+7cQUlJCV9fX5GyHhYWJjKZbGxsKC0tFe5MNTU1iouLaWtro6amhuPHj7N582aUlJRE+ri6ujrXr1/Hy8uLrl27iu80MDCQPn36oKysjImJCYqKiiKHq6qqCgcHB/T09MjIyEBeXp6goCCam5tRV1dHWVkZU1NTPn/+jK+vL7169RI3qD/++IOGhgZGjBjBkydP6OjooEuXLoJzmZ2dLTZCRUVFvHnzRjjorl+/jo6ODidPnmTOnDlcvnyZzZs3c+fOHeLj4wkODiY6Oprnz5+TmZlJYmIiXl5e/Pzzz4JL6OTkRHR0NG/fviUzMxNNTU2WLl2Kq6sr3bt3Z+DAgRQXF5OSkkJWVhYGBgYiVkNDQ4Pbt2+zZMkSrKysiIuLo6ysjODgYE6dOsX3799ZuXIlLS0tWFhY0KtXL3r27Mn79++ZM2cOeXl5zJo1i65duzJ16lTKy8vZv38/bW1tDBgwgO7du3Pv3j20tLSQkZFh1qxZggKTkJDAnDlzhLyhtLSUlpYWtLS0yMvLw8LCgjt37lBWVkZdXR1GRkZoaWmRlJTEtm3bCAwMFKzRr1+/8vDhQ3bs2CHkGABXr14lPT2dLl26YG1tjZycnHA9HzhwgKVLl1JeXo69vT03btzA0NCQ1tZWBg0axOHDhxkzZgwnTpzAwcEBiUSCuro6qampvHjxAolEgpubGxoaGrS0tDB//nxsbW1JSUkhKSmJV69eCQpOZWUlrq6u9OzZU4yQU1NT6devHydPnuTx48e8e/eO79+/M2zYMDo6OlBVVcXCwoINGzbw5csXEhMTcXR0xMLCgnPnzgmX9tGjR/n27RuNjY1MnTqV3377DQ0NDXHPkXbounbtym+//cbs2bNpbGzE1NSUEydO8Pvvv/Po0SNCQkLw9PQUmjgZGRnmzJlDRUUFjx49Qk1NDS8vL0Gk6dWrF927dycyMpIFCxbw4MED9u3bx61bt1i3bh1qampcuXKFESNGkJeXR2NjI7W1tXR0dNC7d2/OnDmDsrIy8vLy5OfnM3z4cJKTkzl69ChPnz5l7969yMjI0KNHDwFtHzRokDAN6uvrU1JSwrdv3zh37hy//PILPXr04OLFiyQlJQkGsZQ9PW3aNBFyO3v2bCoqKnj+/DlmZmaUlJSIdUFbW5u7d+8SGRnJ+/fv8fDwoLa2VkDok5OTyc3NRVtbGz8/P2RkZFi0aNH/Qtn/M0dYWNhmqV5o7dq11NbWYmxsLCzY/fv3x8PDQ2BcpJlBCgoKrFq1ijNnzvD9+3d69+6NsbExr169YvHixWzcuJHx48djYmJCamoqDQ0NIp9NOqeW7rKliBTo3NlWVFQIcGtWVhZFRUU8e/YMf39/oqKi2L17N+bm5kRHR3P37l3c3d3Fyevu7s7QoUNJTU0lJSWFfv36cefOHYqLiykqKiI0NJTs7Gx69epFUlIS8+bNQ1tbmyFDhlBZWcnmzZvFmLW4uJjS0lJkZGTw9PQUJ+OQIUMwNzdn//79FBYW0q1bN5qamhg7diyvXr0iNzeXOXPmkJqaSo8ePYTDrqioSAR7ysjIkJGRIUY0ysrK6Ovrc+vWLdFFMjc3Jy4ujvb2drZv305QUBDZ2dl0dHQgIyND3759kUgkhISE4O/vT0FBgRB/T5s2DU1NTaqrqykoKGD9+vWEhoZy7949+vfvzx9//EFCQgJJSUlcvHhR5C9JHW4fP34kMTGR8ePHU1ZWhqurK+bm5iKx/rfffiMuLo4ff/yRcePGERkZSVBQEIMHD6ahoYEzZ87g7OzMgwcPKC0t5eLFiyQnJ+Pj40N5eTn79u1jx44dhIWF0a9fP3r37k1eXh7Nzc1Cz5ienk5ISAiVlZXY29vj5ubGpk2bGD16tEh5v379OqmpqQwbNgxlZWVOnDghAM6pqalUV1cLjFN+fj4BAQFMmDCBV69eCf2WoqIiysrKODo6UlxcjKKiIk+ePGHy5MlUV1fz/v17Fi1axLp16/D29qalpQV/f3/OnTuHsbExI0eOxN3dnf79+9PY2EhpaamIcSgpKUFPT4+KigpsbW25dOkSVlZWdO/enZKSElJSUtDX1ychIYHXr1/z7NkzNm/ejEQiQSKRMHXqVIKCgggNDcXJyYnm5mYUFBTw8fGhra2NvLw8/Pz8kEgkGBgYiK6EiooKHR0d2NnZoaKiwqtXrxgxYgTq6uqoqamxevVqsrOzuX37NhoaGhw5coRevXqRmZmJt7c3srKyzJgxgz59+uDh4UF2drbQfVlZWVFdXY2BgQGxsbHCCOLi4oKJiQlKSkpiLCntcMbExBAQEMDJkydJSUmhf//+REVFiaLM3NyctrY2rl+/LlzDw4cPx8LCgtLSUqZOnUp4eDj+/v506dKFnJwcJkyYwPTp08X5LEUyzZo1i4wVj4IAACAASURBVCNHjtCnTx/s7OywsbHBx8eHnJwcVq1ahZKSkhhtKioqkpaWhq+vLw0NDezcuZOvX79iYGDAmTNnMDExEQn1t2/fZsqUKSQnJ9PQ0ICNjQ23bt0Sa5XUlSkvL8+rV68IDQ3l4cOHWFhYcP36dTIyMoT54MaNG0J3KkU1LV26FFNTUz59+sT+/fu5cuUKKioqeHt7888//2BiYkJdXR1Xrlzh5s2bApCelJTEr7/+yooVK9i8eTMNDQ18+vSJc+fOYWBggJeXF/v27SM4OJg//viD+Ph4bG1tBeR85MiRtLe38+HDBx4/fsyLFy9oaGhAQUEBeXl5nJyc0NXVxdbWFiUlJVJSUsjJyaG+vp7evXtTUVEhjBmOjo58/fqVzMxMfH19MTY25unTp8jJydHS0kKPHj3w9/dHVlaWtrY2srKyOHr0KBkZGfj4+NDU1ERAQABTpkzB2toaBwcHampqyMjIwMHBAejUxa5Zs0a8JqnpY/DgwZibm+Pl5cWpU6fQ1dXF2dmZKVOmiOR8aRZbz549UVBQQEVFBW1tbSoqKggICCApKYmpU6fS3NyMjIwMioqKaGhooKWlhbe3N1lZWSxfvpzHjx+zc+dOmpub0dbWpq2tDVtbW5KSkvD09CQiIoKQkBDOnj2Lubk5R44cQUFBgVmzZtHa2kptbS3KysoiTklOTo7+/fuTnJyMm5sb8+bNY+TIkcTExDBlyhTk5eXJzMwUa5m2tjatra3CROXl5cXJkydpaWkhKCiIJUuWUFdXx7x58+jXrx/l5eXs3bsXZWVlkpKS+OmnnygvLycgIIDW1lby8vJobW0lJyeHxsZGgoODmTJlCrdv36a2tpb58+fTo0cP2traSEhIYOXKlaSnpwu3+t9//42ysjIzZsxg6NCh6OrqEhQUhIeHB6tXr0ZFRUVsVMzNzUXH8j8DZf/fQo3OQm3q1Kn069cPa2trdu3aJQwGCgoKIqpAU1MTeXl5tmzZgq2tLYaGhvj7+wtkh4uLCzt27GDChAmkpaXh6upKfn4+5eXl5OfnixZ8SkoK+/btIzQ0lIqKCnx9fYmNjSUqKoo+ffqwdOlSvn79yuPHj2lraxPdE+gU6Eqzn8rLy9HU1MTb25sxY8Zw/fp1KioqMDEx4c2bNzx58oQ1a9YQFRXFrVu3BI8wLS2NDx8+EB0dzZo1a3jy5AnNzc2cO3dOhE8mJycjLy/P4sWLUVVVFcGH0GlF37x5M4GBgdjY2JCYmMjkyZPJyMigra0NLy8v3NzcuHz5slgM+vbty6pVq/D09BSi/FWrVmFiYkJjYyO3bt0So1dtbW1yc3MpKytj37597Nu3j6qqKpYsWUJNTQ3Z2dnU19fTt29frl27xqRJk9DT00MikRAWFkZbWxv+/v7cuXOHCxcuoKqqKgpJCwsLWltbOXr0KOvWrUNJSQlTU1Pk5eUZMWIEV69eJSkpieXLl/P8+XOCgoIoLS1FVlaWVatWsWTJEhITE3F1dWXSpElMnDhRiKqjo6OJj49n+PDhxMbGihvBsGHD6Nu3L6GhoQQGBjJmzBja29uprKwkKiqKpUuX8uDBA/766y9havj+/TtOTk4sWLCAu3fv0tHRwYEDBwgMDKS2tpZu3brh5eWFkpISubm5dOnSBW9vby5dukRwcDBdu3bl0KFD5OTksGDBAjF+amlpQSKRsHfvXsaOHcvp06cZN24csrKyqKqq4ubmxt7/w96bhvWYvvH/L+2lPWnf951U2rSTJDKEscu+axa+jHWYsXzHbjCDYSgy9lCJqBQtJNqoVCotKlolJf8H/l3H8Xv2ffJ78DuOuZ725PPpvj/3fV3n+T5fr337yMnJISoqiuLiYqqrqxk+fDi2trakpaVhb2+PpaUlb9++xdjYmDlz5qCgoMCjR4+oqanh2rVrPHv2jPDwcDQ1NcnJySE2NpbJkyezb98+Hjx4IFoampqaWFpakpOTg5+fH4qKiujo6AieobOzM/PmzcPGxobJkydTXl5ORESEeHHq6emxb98+/Pz8OHv2LIsWLSIxMZG2tjYMDQ3JycnB19eXK1eu4ODgINQzPT09QhPW1tbG+fPnMTU1pbi4mLlz51JeXk5NTY1wh/7www/i/jYxMWHevHmoqqqSlJTE6tWrMTExISYmBllZWeTk5Dh9+jTd3d3U1dUxZswYJCQkCAoK4v3799TX1zNkyBAePnzItm3buH79OoqKiuzevZvQ0FAUFRUpLS3FyMgINzc3FBUVheEiNTUVNTU1jIyMqK6upqOjg/Xr1zN79mzB/MvNzcXS0pLa2lp8fX3ZvHkzubm5JCUlMWDAAF69eiWQMQUFBdja2uLm5sa3334rbBgnTpzg9u3bdHZ2EhwcLCwGI0eO5NGjR3z69Iny8nLCw8MFL/DTp09iyrK7u5vExES+fPnCuXPn6Ovr49ChQ1RUVLBq1SqmTJnC1KlTycjIYP78+axdu5ZRo0ahpqbGb7/9hoKCAq9eveL27dskJSXh4uLCgwcP0NXVFROX79+/Z/bs2eTl5dHW1kZMTIxgOL59+1ZEGPqdmG/evOHbb79l0qRJhIWFIS0tjampKfPmzaO0tJTExETMzMywsLBAQUEBZ2dnxo4dy/v377lx4wYlJSWkpaVhZGREaWkpra2tuLu709jYiKamJjIyMtjZ2YkDhry8vMDdODg4CPSGgoICXV1d/Pnnn6SmpuLq6kpkZCRjxoxh5syZVFVVcevWLfLy8pCWliYlJYUVK1bw999/88svv/DixQsGDBiAsrIyUlJS9PX1YWlpydOnT0VVuqmpiebmZtTV1QkJCaGgoICNGzfi6+tLeXk5XV1dXLhwgZkzZ3L//n1aWlqYOnUqq1evFnaE/oGlxsZGgoKCqK6uRkpKirKyMlRUVFi8eDGHDx8mPT0dNzc3Ojs7yc3NFVkxHR0dVqxYwdmzZ5GSksLJyYmsrCycnJwwMDCgoqICDw8PDhw4QH5+PgsXLsTZ2RlTU1MR5ZCWlsbc3JzXr1/j6OjIsGHDKC0tRUJCgvfv32NiYkJrayvx8fGoqqqyefNm5s6dy9mzZ/Hw8MDNzQ01NTUiIiIEVsfMzIzLly8zfPhwHBwcKCoqYvDgwaJYUl5ejrq6Ovb29hw4cIAVK1aQm5vLwYMHxaR7ZWWlqIwmJCRgZ2cnkByrVq0SVbahQ4fy6tUrPn36xPPnzxk2bBgBAQGYm5uzatUq6uvr/6eK2v9TZoL/W8vBweHLxo0b6e3tZd++fezbt4+enh4x8bJ//35aWloIDAxEUlIST09Pnjx5gra2NhcuXMDDwwM5OTlBoG9tbeW7775j3759QqheXl6OnZ0dBgYGmJub8+nTJxoaGgSwsH9SadmyZSgrK7Nz50527dol2jrwFePRT0Z2dHQUJ/9p06YRFxdHe3s7ZmZm+Pn54erqyrZt28jMzOSff/4RQML29nYiIiJ49uwZx48f5/DhwzQ3N/Ps2TMCAgJISUkRyiA9PT18fX1JTk4mMTGRs/+/dqk/ExEREYGnp6cgh//666/4+fnh6elJT08P0tLSxMbGYm5uLqZq+5lfRUVFzJs3j66uLkpLS4UnztLSkpMnT6KsrExQUBCFhYWoqKiQlZVFQkICa9euFdLhpKQkLl68iI2NDSoqKkIs/eDBA0aMGCF0Jt999x2mpqYsX76cnJwcwaqCry2UixcvkpmZyaBBgxg6dKiA7MJXLIKioiKRkZGUlZXx+vVr/P39UVJSEgMWAQEBeHp6sm7dOiZMmEBpaSmdnZ2sWrWK8ePHY2Njw+7du3nx4gXv37+nsbGRkJAQbt++jba2NvAV8dFf+Xjy5AmrV6/m1KlTDBs2jJiYGEpLS9m1a5eg3cvIyDB48GBOnz5Nbu5Xm+mvv/5Keno6hoaGyMrKYmZmxr1791BWVmb16tVER0djbGzM6NGj8fT0ZMGCBeTl5VFTUyOQIJMmTSIrKwslJSVsbW3ZsmULRUVFjBs3jhkzZhAbG8uAAQOYPHkyu3fvZu3atcI3mpaWBnydGJaQkMDQ0JDTp0/z8OFD1q9fj7GxMevWreO7776jr68PLS0tnj17hpOTE3FxcYwbN078Jh8/foypqSlnzpxBS0uLqVOnsm3bNoKCggT2Izo6ms+fP9PV1YWsrCzff/+9qPjB1/zT06dPBWuvsrKSK1eusHjxYpGpg68Hj6ysLObPn8/BgwcF9BRgw4YNuLu7i9bLsGHD0NHRISMjQ+ANYmNjRS6zpKSExsZGTE1NxX16+PBhlixZgo6ODsuXL0daWpp9+/bx7Nkz7t69y+DBg/Hy8qKtrQ11dXUKCgpoamqiu7sbOzs78V2io6N59+4dJ0+eJDQ0lPDwcNzc3Lhz5w6+vr40NTWRkJDAiBEjyM3NpbCwEGlpafHbMzY2Rk5OjtraWtasWUNSUhIXLlzA19eXiooKzMzMqK2txcTEhJ9++onOzk5+/fXX/2M67ddff+WPP/4QTsRnz55RXV3NkiVLuHLlCrW1tWRkZGBhYcGoUaPw9vZmxYoVgvkHXyHKvb29rFu3jjdv3lBSUsKyZctoaGjAwsKCe/fuUV9fL65Jd3c3Z86cEd5f+JoHtrOzo6amhu3btyMvL09gYCCFhYUsWrSIiIgIli9fjoaGhkBYlJeX09nZKUDEhw4dIjAwEGtra7Zu3cqGDRtEbENfX5+///6bt2/fcvDgQa5du4aioqKolPVvFvfs2cO7d+84d+4cLi4u1NbWMnDgQMHN+/7778UQx+PHj3FxceHw4cPY2tqKbGBjYyOqqqrCmdnPyDx9+jRbtmxhyZIlPHv2jAcPHrBo0SIkJSW5fv26aGfCV47hjh07mDVrFq2trTg5OSElJSU2PTIyMnz69Ildu3bh6OjIp0+fUFZWFnlZQExu97cwVVVV2bt3LxEREQQHBzNnzhyBrUlJSUFKSgpjY2Osra0FzLi3t1cc5kaNGkVDQ4OYyHzy5Alr166lp6cHd3d3zp8/z7fffsupU6cwNTUVajr4Cmf28vLi4sWLbN68mSlTprBo0SICAgLo7u7m/fv3HDlyhKdPn3L48GHs7e3/D++2j4+PmLD8+++/8ff3F9iglJQU2trakJCQYPXq1WRlZSElJcXbt29ZuXKleCf3KwSrq6vx9fUVgy9+fn6oq6sTGxsrSAUvX75k/Pjx7Nq1S1SDATFYqKenR15eHu/fv0dJSYlHjx4JX/j/Yib4t6IGHDt2bIu9vT3Tp0+nvr6elpYWfHx8OHToEA8ePEBFRQUFBQVKSkoYMWIEGRkZZGdn09jYKITWly5dYtOmTRw/fhxjY2OBU/jy5Qs9PT3MmTOH77//XtCtP378yKBBg9DU1CQuLg5PT08iIyOJjIzE0NCQc+fOiSB1/4/RwcGBuro6oSJRVVXlw4cPfP/993R0dAigqIKCAvPmzUNHRwdzc3OOHz+Orq4ubW1teHt7o6amxq1bt9iwYQNlZWXk5OSgrKwsRv6dnZ1JTU1FRUWFAQMGiDyLtrY23t7eTJ48WUjTpaWlBWdmypQpnDp1io8fPwr9x71792hubub06dNCH6SoqMjGjRsJCwtDQ0MDMzMzysvLhc+xu7sba2tr+vr60NTU5OHDh0KtlZqayvXr11m1ahVz585l27ZtIhjf32arqKgQk4t37tzB09OTjIwM7t69y9y5c+no6MDHx0eM/SspKSEtLS1Ex/3S3YKCAry9vSkvLxdld1lZWdavX8+cOXNoampCW1ub+vp6PDw8CAkJITY2FklJSXx9fZGSkiI+Pp4TJ07w888/C7ddYGAgV69eJTw8nJs3b1JXV4eEhATm5uYsWLCAiIgI8fLW0tKioaEBa2tr/P39iYqK4tOnTxgaGpKUlISfnx8aGhpYWVnR2NhIdXU1MjIyfPz4kfz8fDFl2dPTw/nz55k2bRoBAQGsWLECVVVVxo0bR0FBAQoKCuKU/uHDB3R0dEhNTaW6upr//ve/qKio0NraSkVFhcjP9A/XVFRU8OjRI0JCQjAyMkJNTY2TJ0+ip6fHjh07uHDhAhUVFSJD8/z5c5FrdHV15ciRI/T19eHk5MSUKVO4dOkSbW1tZGZmEhERwZs3b3j27BkrVqxATU0NMzMz8vPz0dfXp6mpiaioKJKSkhg8eDCysrKEhISIUHliYiJBQUE8e/aMDx8+YGBgwMOHD7Gzs2Px4sXk5OSQnp6OqakpqampGBsb8/z5c16+fElRURHffPMNGhoa1NbWEhcXh4eHh+BUffr0iatXr2JhYYGXl5fIJAYFBfH48WP6+voEYf3jx4/IyMggIyMjGFEnTpwQPt2goCDKyspIT0/nzJkz6OnpERQUJFpZ8JX3139ACAwMJCwsDFNTU0aOHEl+fj4WFhYoKytz9epV3N3dmTx5Mrm5uXh4eKCurk58fDwuLi7Iysqiq6vLf/7zH4G6qays5ODBg0yePBljY2PCw8OZPHkyZ8+eZcGCBfj4+ODl5UVGRgbjx48Xn+Wff/7B0NCQmzdvCqAwfN3g1tXVifvg7du3woPcP7Xd///x8/MT7LGSkhKePn3KokWLGDVqFE1NTcTHxzN16lSOHz+Oj48P0tLStLW1sWTJEj59+kRtbS2zZs2ir69PHNb6/Y79SA5/f39Gjx6NkZERBgYGfPz4ER8fH37++WcRok9NTcXU1JSOjg6qqqoICgpizJgxxMfHk5SUxMqVK7GxsaG7uxsdHR0MDQ2JiIhgypQp4sAiLy+Ph4cHsbGxwNdDi6KiIp8/f8be3p709HR+++03fH19sbS0ZODAgeTn59PT0yPys/0gdSUlJV6+fEl8fDySkpLcvn0bY2NjPn/+jKenJ0ZGRtTU1PDlyxfGjh1LU1MTHz58oLe3lydPnlBTU8PJkyfJyMjgypUr9Pb2kpOTg5OTE01NTTx9+lQcXpWUlBg6dChXrlwRB4R169bR0dHB58+fcXJywtnZmfv376OpqUl0dDSdnZ1s3bqVUaNGiSq8iooKCxYs4Pr167x48QJDQ0N6enqwtLQkISGBNWvWkJGRgaGhIRYWFiJaM3ToUCorK6mvr0dRUZGEhASKioqwtbWls7OT1atXk5GRgaOjI3PmzGHWrFlYWVlhamqKoqIieXl5KCkp4ebmhra2Nq6uruJ33j+4YmhoSH5+vtDk9R8MJSQkkJeXp66ujpqaGqytrZGWlha54+rqaqqqqpCTk+P9+/cUFRUhLy9PYmIifX19TJkyhXv37jFq1CgkJCQYPXo08fHxFBYW0traioKCAjdu3ODmzZusWLGCc+fOERUVxZw5c6itrWXJkiX/tj7/l3Xy5Mkt8vLyWFhYICcnh5KSEsXFxWJTISkpydixY3n27BlWVlYMHz6cW7duMX78eFRVVcWYvI+PD9u2bWP27Nl8/PgReXl5QkNDsbW15ebNm3R0dIgpSFdXV3FjHT9+nFu3bhEZGUl6ejpqamo0NTXh4eGBk5MTZ86coaCgAHd3dzExZmRkJF6EcnJyIj+np6dHX18f9vb2SEpKCoitm5sbzs7O/Pe//6W3txd3d3fa2tpITU0lPz+f0tJSXFxcUFVVJSUlhVu3bhEWFsa5c+dwdXXl1atX2NraYmhoSGJiopgc9fLy4vr16wIi6evrKyTV5ubmgjy/cuVKampq8PLyEhOAWlpalJaWUlRUhJaWFvb29hgaGopT5fDhwzl27JgIs0dGRhIeHo60tDTS0tLMmjWLmJgYMjIyUFNTw9/fX9gFvv/+eyQkJIiPj0dJSYk1a9ZgamoqxvP7LRTFxcWsWrWK9evXc+HCBX7++Wd++eUX/Pz8hMD8+PHjXLhwgXXr1glwrK2tLerq6gwaNEh43G7evCnyfnZ2djx+/JgJEybQ2tpKeHi4KP0PHToUW1tbqqqqkJGRQVNTk2nTpmFhYcHq1atFNWr37t1UV1dz48YNPD090dTUFJWMAQMGcPXqVZycnLC1tcXAwIA///yTcePGCV1OQ0MDfn5+KCkp4eTkhI+PD+Xl5QwZMoTVq1ezfft25syZQ3Z2NrNmzcLW1paVK1eydOlSMjIycHd3x8LCQui17t69y+PHj4VYeMKECRw7dgx5eXlsbGxoaGigsbGRZcuWCTPC9u3baWlpwdbWlrKyMszMzJg9ezbLli3D1tZW6F1CQ0OxsbFh3bp1DB06FGdnZ6ZOncq1a9eYNWsWa9eupaOjgzt37tDV1SWYX/2V4H5w7pgxYzh69CiPHj1CVVWVq1ev0tDQwOXLl6mrq+PHH3+kra0Nd3d31NTUmDt3LiUlJTx79kwoYvr6+vD09ERDQ0OAY1taWggICODvv/8WNpKZM2eyc+dOHj9+jLe3N+7u7ty+fRs1NTVkZGRwcHBAS0uLefPmsXz5ci5evCjaTteuXWPx4sUkJCSwdOlSli5dip2dHW1tbSgpKWFvb09xcTFHjhzh+vXr5OXloaamJhhRZWVlZGdnc/XqVRYtWoS2trZwnXZ0dFBYWChyNd7e3sKpGBcXh6KiIhYWFqirq/PTTz/x4sUL5s2bJ54JmzdvZtSoUVy7do2amhoyMjIYO3asqOZqamoydepUwsLCaGpqoq6uDnt7e4KDg3Fzc2P9+vXk5eVx69YtAgMDMTExoaurC21tbdTU1Dh16hRhYWHo6OhQXV2Ns7MzBw8epLm5GVlZWWbPno2EhASZmZkinP/q1SvGjh0rMmPZ2dloa2tz/fp1jI2NuXPnjthc19XV0dnZibOzs8DzHDlyhPz8fHH4e/v2LTt27BCVQlNTU7S0tFBUVOTGjRs8ePCAQYMGYWVlxdWrV1m2bBm3b99GUlKS3bt3C+Buv0NZX1+fqVOnimxx/3ebNWuWcAAvW7aMOXPmsGrVKiQlJdHR0UFeXp5Pnz7h5eVFaWkpTk5O7N+/nxs3bojDZ//G2N3dHS8vLzFgUlNTQ1VVFe3t7SQnJ9Pe3o62tjYJCQk4OTkRGhqKrKwsfX191NTUICcnR25uLiEhIbx48YJp06bR29uLmZkZzs7O2Nra0t7ezp07d1BVVcXFxYVffvmFxsZGAQLvn/7tx1P85z//4cGDB2Jat6OjgydPnrBgwQJu3rzJ+PHjRTxj27Zt7N27lwULFog2fL86UVpampiYGPLz8+nu7uabb75h48aNLFiwAAcHB1paWhg+fDi5ubm8ePGCAwcOsHTpUoyNjdHU1OTNmzcUFhYyY8YMBg0aJFAfHz9+5J9//kFKSoqnT58KzdfmzZuxsbHhwIEDfPnyhd7eXqytrTEzM+PLly90d3fT29vLiBEjaGhooLm5mXnz5gmAeVJSEq6urmJIrb29HQ8PDxFb6M/0OTo6cv78eSIjI/Hz8xPopTdv3qCiokJubu6/eI5/17/r3/Xv+nf9u/5d/67/l9e/FTW+Am/37NmDjY0Nzc3NAmDr6OiIpaUlCgoK7N27lx9//BF9fX3evXuHl5cXu3btYuDAgVy8eJFLly7xyy+/UFtbS3V1NXJycsTFxZGens79+/fp6OhgzJgxDBw4EDU1NZ48ecKVK1dwd3cXGIiHDx8yc+ZMAQI1MTHh7du3vHv3DiUlJU6cOMHOnTt58+YNbW1tDB48mICAAOzs7Dh+/DgxMTGEhIRQUlKCtLQ0ampqzJ49W7SmSkpKKCkpYdasWcJduHTpUqSlpbGxsSE5OZl79+7R0NBAT08P4eHhdHV1kZ+fz8iRI/n06RNSUlJ0dHTwzTffMHz4cNLS0hg9ejQVFRV0d3eTkJDA77//zty5c0lJSRHheAMDAy5evEhfX59ogRgaGrJlyxa8vLxoaWnh6NGjuLm5cf78ebZu3UpbWxstLS1oamri7OxMVlYW8fHx6Onp0draKq6Vrq4uRUVFjBkzBgMDA6HBCQ0NxdramoyMDLy9vTl8+DCLFi2ivr5etF9u3LjBmTNnWL9+PePHj6e0tJSwsDAOHDiAt7c3fX19bNq0CT09PXp6eoiNjeXo0aPcvn2bAQMG0NnZSWVlJbm5uQwePJjXr1+TmZnJvn37mD59OnJycjx+/BglJSUuXLiAkpISGzduRElJierqatTU1JCUlERKSgpFRUXgq/ezoKAAOzs7TExMiIiIQEJCgsrKSioqKvj9999xdnZGRkaGV69e4ebmhrS0NBUVFURFReHk5CT8ns+ePSMvL4/FixdTX1/PkydPkJOTY9CgQWhpaZGXl4e8vDwGBgZ0d3dTU1ODp6cnVVVVfPz4kefPnzNx4kSioqLo6Ohgx44d1NXVceLECUJCQvD09GTr1q0oKyvz5csXOjo6UFBQYPjw4UhLS/Pnn38SEBCAiooKioqK7N+/n5MnTyInJ4eqqqoYCklLS0NNTQ1tbW0BbN23bx++vr5ER0fz119/ER8fj7OzM6GhoQIPM2LECKG3MjQ05PPnz1y6dIn6+noaGhpoamrC1taW1tZWRowYwZ07dwgICEBVVRV1dXVu3ryJvb09gYGBFBQUsGTJEgwNDTEyMkJFRUXw94qLi5kyZQpLly4lOzubZ8+ecfDgQZ4/f462tjbZ2dmcOHGCqKgodu/ezcqVKzl8+DDPnz9n9OjRomIdFhZGR0cH27dvJy8vj76+PjIzM3F0dKS6upqgoCCGDh1KT0+P8H02NjZy5swZWlpa+PvvvykuLkZTUxMHBwdWrlzJ48ePOXfuHElJSQQGBhITE8OYMWPIzMxk9OjRBAcH8+233woYbXl5OcXFxbi4uKCnp0dVVRWDBg1CTU2Nly9fEhUVxcqVK0Wrth/K2tjYiKWlJdHR0cyePZvg4GD27dvH48ePCQgI4P3799jZ2QlDiJaWFu/evaO5uZnw8HCio6N5/fo1YWFhQsPX09NDU1MTAwYMICQkBDk5OaKjowEESubQoUNieEJPTw8JCQm+fPlCcXExGhoa2z0gugAAIABJREFU5OXl8fPPP2NiYkJ3d7fg/Hl7e/P8+XMqKiqwt7dn5MiR3Lx5U3gnv/32W4yNjXFwcODMmTO0t7fz+fNnIbsvLy8nPT2d8PBwzp49i5GRkVCj7dmzh+DgYO7evcvDhw/x9/cXWKDffvuNn376CW9vb+Li4pg9ezbbtm2jrq6O6dOnM3DgQBITEzl16hSXLl1CTk6OJUuWkJaWJlAQM2bMQElJiaNHj2JiYsKTJ09Yv349XV1dfPnyhbCwMH7++WeMjY2RlJTkwYMHzJgxg4qKCsLCwlBVVWXYsGFi4KS0tFQo8PqxGlVVVUhLS3P58mXKysqQk5Oju7ubdevWiVzfgAEDsLOzIyIiAj8/Pzo7O0lMTMTNzQ0rKyskJSVJSEhgwoQJDB48mOfPn9PW1sa1a9cIDQ3FwMCAiIgIRo8eLbBVV65cQUtLC19fXy5cuCCqUPX19fT19YmJ8zlz5vDmzRvBP3vx4gXR0dFoaWlx9OhRtm7dSkBAAAsXLmT48OHMmDGDw4cP8+jRIwIDA7l48aLI637+/JlTp04xePBgwbpzd3cXk8/a2tp0d3ejqKgogNnbtm3j7t274ln8+vVr2traCA4OprCwkNzcXMLCwjAyMhLZzoyMjP/DKa2mpsbChQtFd+7ChQuEhoaipaUlWKP/Tn3+j2vv3r1bfvnlF6qrq+nu7sbGxoby8nI2bdrEzZs3WbBgAbW1tbi7uyMlJcWZM2eQlJQkNDSUkpISvvvuO5SVlcVDW1ZWFk9PT4KDg4mPj6enp4etW7eK8mxOTg7ffvstHh4e5Ofno6enR0NDAx8/fsTW1paOjg50dHRwcHDA0dFRtJY+f/6MrKwsubm5ODs7k56eTkxMDJqamhw7dgwzMzMRrNbV1eWff/4hMzOT5uZmJk6ciKWlpQhC37p1CwMDA8F6GjRoEOfPn8fV1ZVly5bx+fNnUlJSePv2LVFRUSQkJODv74+WlhZOTk5s2rSJiRMncvPmTUpKSmhra8Pf3x8TExOkpKT48OED165dEz9IaWlpTp8+TXp6Ojk5OZibm3P79m3BVTtx4oSQw1tZWWFhYUFDQwMyMjIMHz6cQYMGcfjwYbZt28a2bdvIysoiNzcXR0dHtLW1WblyJfn5+Whra/P+/XsUFBQIDg5mw4YNIjDf29tLdXU1mzZtEmP2/S3UtWvXYmxsTH19PampqeTm5iIvL8+ECRNIT0/n5cuXqKqqcvPmTd68eYO3tzepqanU1dWJF1lcXBxWVlZ8+fJFBHLt7OyQlpbm6tWrDB8+XPCE+jcvOTk5NDc3ExkZiZaWFnZ2dixatAgNDQ2+fPmCjIwMBw8eZOLEiQKq2K84kpWVZfjw4cTHxwuZ9axZszAyMmLVqlV4enoybtw4cnJyGDlyJJKSkjQ0NIjW74YNG9i4cSMJCQnIysry9u1bRo4cSXt7u5jqrK2t5d27d8yZM4fGxka6u7uxsrLi9evXDB06lBs3buDj44OsrCw6OjooKipSV1cnlFrjxo3j/PnzyMjIYGhoSEtLCyUlJTg5OdHT00NeXh7nzp2jsLCQ+fPnU1dXR29vLz4+PoLl5uHhgYSEBBMnTuT3338nJCSEcePG0dzcTGtrKx4eHmJiVEFBgYqKCjQ0NFi0aBHTp09n3bp1rF+/njdv3uDv709hYSFnz55l2LBhDB06FBkZGTHJm5iYiKWlJa9evaKhoQE3Nzf09fUZP348BgYG3L9/n9DQUBwcHLh8+TJKSkr4+Phw8+ZNtm3bxpUrVwQAt7q6GmlpaSIjI8V9IS8vT3l5Ob29vWRlZfHlyxdUVVVpbW0VqBEvLy/s7e1ZsGCBMC/U1dWhrKws7peenh4uXLjA/PnzBXB7zZo1aGhoMHbsWCEXX7RoEUOGDKGnp4fGxkbU1dVxcHDg1q1bVFZWoqqqSmxsLBEREWRnZ1NUVISpqSny8vI0NTWhoaEhDlavX7+mvLwcVVVV0TaWk5PDy8uLAwcOkJ2dLVrqcXFx2Nvb8+eff7J161bs7e1ZvHgxPj4+SEhIoKKiQkZGBnPnzmXw4MGYmprS3d0tPquvry9Xr15FSkoKeXl5Xr9+jbm5OZaWligpKdHR0YGbmxvPnz8XGrLPnz+jr6+Pra0tN27cwM/Pj8LCQkxMTEhLSxMTugMGDEBaWpqwsDAWL14sUDKxsbE4OjoK9ZGEhARRUVF8/PiRsWPHcv/+fX744QdGjRpFbGwsBQUFaGtr8+HDBxwcHMShsaWlBVdXV7Kzs/nw4YNQouXl5XH58mWio6NJT08XPLFZs2Zx9OhRli9fzsSJEykvL0dFRQVra2tiYmIoKysjLS2NpUuXsmjRItLS0gQyJzQ0FF1dXYEq0dLSYvr06Zw5c0bkWGfOnMk///zDlClTmDt3Ltra2tjb21NeXo6zszN+fn74+flRVVWFra0tzc3NlJWV0d7eTnt7O83NzbS1tXHnzh2GDx8utGPnzp3jzp07HD16lF9++YXMzEwsLS3x8PBAWVmZwMBADhw4IMww/VGenp4eQkNDSU5ORktLCxkZGczNzZkzZw6jR48mMTGR5cuX093djY+PD11dXYwZM4aamhqys7MZP348N2/eZO7cubS3t+Pu7k5rayutra1MmTIFb29v1q9fz/Tp07GxsRGWnfXr14upzsuXL3P16lXWrl3Lhw8fUFdXR01NTQxv5eXloaGhwbBhw/Dw8CAzM5OsrCx27dpFeXk55eXlODk54eDgwNGjR1FVVeX169dcuHABLy8v/P39GTZsGEOGDCE5ORlTU1PevHlDREQEKSkp+Pr60tnZSVxc3L8ctf91bdmyZcvkyZOpqKhASkqK5ORkmpqa2LNnD1OnTuXu3bv8/vvvmJubY2pqypo1aygrK0NbW5vc3Fwhp71y5QqqqqoCFVBZWUlVVRV9fX18/vyZ0tJSgoODyc/PR1dXl+zsbF68eIGCggIaGhpoaGhw7949YmNj6ejooKmpCR0dHUxNTTEwMKC+vp6JEyfS2tqKq6srmzZt4ujRo3R2drJ06VL8/Pw4cuQIt2/fJigoiNevXzNz5kwcHBy4e/cu5eXlVFZWYmhoyF9//UVAQADbt29n6dKlzJ07Fz09PUaOHMm9e/f48uULOjo6Aq7YjyPpX2VlZVRVVWFnZydekpcvXyY5OZnp06fT1dWFjo4OmZmZWFlZMW/ePObNm4evry+enp4cPXqUKVOmkJWVxZYtWzh//jw6OjoCupqWliZeIIqKity9e1dMGMnIyGBlZYWtrS3y8vLY2dmxYcMG5syZQ1VVFU+fPqWwsFDANrds2YKDg4N4MYeGhlJUVERjYyM2NjZ8+fKFkJAQZGVlKSws5OXLl3z33Xe8e/eO+Ph4pk2bRlFREaqqqgwcOBANDQ2OHTuGra2tcMHV1taira2NkpIScnJy5OTkMGHCBK5du8a4cePw9vZGU1NTbADU1NRISEigoaGB9vZ2Dh06hKurK2fPnuXt27dIS0szadIkMjIyqKmpESLvtWvXUlBQQEVFhaDSnzx5koKCAqSkpAgNDaWlpYUFCxZga2tLeno6S5Ysobq6msbGRpycnDh9+jS3b99m/vz5VFdX4+rqiqOjIwYGBvT09JCZmYm1tbV4WJaVlZGXl4eVlRU+Pj5s2rSJvLw8srKyWLVqFb/99hs2NjYCy1BUVISGhgbS0tJoaGhgZ2eHvr4+f/zxB87Oztjb29PS0iIcePPnz6eiogJNTU1Gjx6Nra0tDx48wMfHh6SkJJYvX05SUhLV1dVERUVx8OBBzpw5g729Pe/evUNXVxdZWVnq6+vR0tJCWVkZc3NzDA0NkZaWxs7OjtjYWHx9fcnPz0dFRYV58+Zx+fJlzpw5g7+/P3V1dQQFBaGsrCyyS2/fviUoKIizZ88SEhLCkydPeP78ucigvXr1Cn19fTZt2sSYMWO4du0a9vb2TJs2jerqat69e4esrCxJSUm4ubmRk5NDS0sLRkZGtLW10djYSFFRkZgAl5OTY/bs2WRnZ3Px4kWkpaWFwuvDhw88evSIadOmMXXqVCwsLJCQkCAmJobQ0FAGDBjAihUraGpqwsvLC29vb3Jzcxk2bBjLly8XAxAODg50d3czaNAggoKCxDVsaGgQupwrV67Q1NSEqqoqNTU1TJw4EX9/f4YMGUJNTQ2hoaHi8507d46dO3cyZswY/Pz8qKysRE1NTfgoBw8ezNKlSxk/fjybNm3i/v37opKRn59Pc3Mz7e3tDBgwgIqKChwcHLhz5w45OTl0dXXh7u7Oli1b2Lt3L3V1dTx//pzy8nLBCVu2bBl3795lwoQJ1NXVsW3bNgIDA4UMfvr06SQlJeHr60tERAT5+fni4KaiosKxY8cIDw/H3Nycjo4OlJWVcXV1RV9fHz09PRwcHIiMjKS6upopU6YQExPD5s2b0dXVpauri/fv34tNeVhYGD4+Pvj5+XHnzh2kpKTYu3cvq1evpqysDG9vb7KyslBQUGDWrFnIysoycOBAVFRUWL16NY2NjSgrK9PQ0ICNjY0gAXz48AH4Wmn//Pkzmpqa6OjoCBRMd3c3S5YswdvbWyi3+iHZkZGRnD9/npaWFpSVlRk8eDCKiop8+vQJS0tLrl+/zr59+7h+/brY+B49elRkgVVUVMTnjoiIoKGhgVevXvHmzRssLCz46aefOHz4MMuXL2fEiBE4OTkJHMv79+/x8PAgPj6eDx8+kJKSgouLC42Njbx69UpsSB8+fEhdXR3t7e0CizN69GgePXpEUVGRqP5u2bKFvr4+Zs6cKQoVrq6u5ObmClh7bm4uL1++5McffxTssvHjx+Pn54eKigpXr14lMzOTcePGMWLECK5cucKoUaMoKSlh0KBBPHnyRDA9g4KCSEtLIyQkhLFjx7J+/XoCAwMFNy0uLo5Ro0bh4eHBnTt3MDIywszMjM7OTvT09BgwYIBw6xYVFeHs7ExaWhqhoaGkp6fT2tpKUlLS/5RR+3ejBpw6dWqLtbU1Hh4eWFhYCPTEzp07SU9PZ+7cucyePZv6+nru3btHZGQkwcHBgomSkZGBl5cXwcHBNDY2EhERgbm5OVJSUri5uWFpaUlPTw9v375l7dq1eHh4UFhYiLOzM+/evcPX15eUlBSqq6v58OGDaDtqaGiwd+9eOjo6ePHiBREREfT29lJVVSXCq2/evBHeub1795Kens63334LgJmZGa2trTx+/FiAM1+8eEF7ezvV1dVs3LiRN2/e4OTkhL6+Pp6eniQmJmJjY8OgQYPw9/fn4sWLFBYWCqFyv0JoypQpPH/+HEVFRUpKSigoKGDFihWUlJTg4uKCrq6uELUPHjyYYcOGUVhYSHd3t7AdZGZmEhkZyapVqyguLqalpQU1NTUUFRUZNmwYo0ePprKykjVr1tDV1UVvby+tra3CUers7MzZs2fx9vZGVVUVOTk59PT0qKurw9TUFDc3NzH04e/vj5mZmZjY+fz5MwMGDOD06dOsWrUKgJqaGnbt2kV3dzcTJ07k5cuXaGpqEhERwdq1a5k8eTKxsbHIycnR1NQkSuQtLS188803FBUVERgYiJGREZWVlQQFBYmwr76+voCVFhUVUVhYiLGxMbNnz8bb25tt27aRk5NDeXk533//vcBdXLt2jbCwMNra2vDw8OCPP/4gIiKC+/fvY2JiwsiRI6mtrcXY2Ji8vDyeP3+OsrIyvb29qKurc+zYMRwdHcXDVV9fn4KCAhYuXMj06dNxcnLi8ePHoh00YcIE0SYODg4WgdmRI0fyzz//0NfXx/z58zExMcHc3BwJCQlycnLQ0dEhMTGR4uJi7Ozs6OvrQ19fn2XLljFp0iTi4uJE0DchIYEnT54IfVR/1c/R0ZGbN2/y5MkTpk6diqSkJDNmzEBdXZ2YmBhxnfoBy7KysgQFBQnt06RJkzh06JAwaJw+fZquri5CQkKorq5m6tSpvHz5koqKCkaMGIGenh7JyckYGhri4uLCrl27cHFxEeDc/vboyJEjefLkCerq6jg5OTF58mQqKytZtWoVx48fZ8yYMUKvo6enh7y8PC0tLYSGhjJkyBCcnJx4/vw5xcXFKCsri7aJk5MThYWFhIaGYm9vT1FRERMmTOD06dN4eXlx8OBBFi9ejK6uLsOGDRPGhdjYWPbu3cvo0aNZsmQJ8+bNY+bMmXzzzTcMGTKEu3fv8uHDByG1trKyEmqd/oPQs2fPkJOTo7GxUXhRZWVlsba2xtHRETc3N0JDQzl16pSgsUtLS5OdnY2cnBzOzs60tbURGhrKvHnziI+Px9XVlcTERKytrens7BRtqqamJrS0tDhx4gS1tbWkpaUxcOBAMWHXz6FUU1MjKyuL5ORkVq5cib+/P+fOnWPcuHEUFRXR1dXFvn37yMrKYvbs2XR1dYn/Y0lJCW/fviUlJYWZM2dSVlbG999/T3x8PKtWrcLGxoaMjAyePn2KlpYW0tLSODg48PbtWxwdHTE1NSUjIwNtbW2ePHmCpqYmx48fR0pKikuXLvHlyxeGDBnC5s2b2blzJyEhIbi6uoqJbwcHBywtLbGwsKC3t5f79+9TW1vLqVOn2LVrF1lZWUhKShIeHs7jx4/FYFFzczMjRozg8OHDKCoqkp6ejqysLIaGhtTX1/PixQvh0fX29ubXX3+ltbWVe/fusWDBAi5evEhNTQ0ODg7cv3+f8ePHY2JiQmxsLJcvX6ayshJJSUmCg4OZNGkSjx8/xs3NjZ07d4qq48qVKxk/fjx6enrY2toiISGBq6sra9asobW1FW1tbWRkZFi0aBG6urqUlJSgo6NDQ0ODODRGR0dz48YNli9fjq+vL1paWrS3t9Pd3Y22tjby8vJiuvLBgwdEREQItl94eDihoaFISkqiqqpKe3s7M2bMQEtLC11dXQGRffnyJTExMaLid/78ecLCwvj06RPnz5+nqKiI6dOnY2ZmRnV1NTNnzuTSpUuMGDGC1NRUpKSkhEZx3LhxmJmZoaamRm5uLhMnThTsM11dXVRUVLC0tMTT0xN5eXlu3LjBhAkTMDIyIj4+nqqqKrS1tWlsbMTMzIzS0lLi4uIwNTUVG8/i4mL09PTEgbSvr4+YmBjxfLt58yZ5eXn/09Sn1P+Vnc//Y6uvrw9HR0fu3Lkj5N2VlZUEBgaKv//99988f/4cTU1NVFRU0NbWpr29ndevX/P+/XuamprYv38/I0eOpLi4mIMHD+Li4kJpaSnwNQ+Rnp6Orq4uXl5evHz5EiMjIwYOHMijR49obm7m48ePqKqqEhAQQHJyMqtWrRJsJYD169djYGDAypUrSU5OxsXFhYqKCpEnmjdvHq2trdy/fx8XFxcKCwuRk5NDV1eXpKQkAJEviI6OJjo6Gh8fH4EtcHBwwMXFhc+fPyMpKUlqaioKCgrMmTOHd+/eCUZNWloae/bs4c6dO0RGRvLXX38RERGBiooKQUFBVFRUUFlZSUpKCjt37uTevXuoqKiIaVeAY8eOsX//fu7evcvr168xMjLi5cuX7Nu3j6lTp/LNN9/g5eXFqVOnOHfuHDt27CAgIIA3b96wa9cuAKZOnYqtrS2fPn2irKyM+vp63N3defDgAUFBQaxYsYLbt2+zfft2UdZ+8uQJly5dIiAgAICSkhLgq5fvl19+QUpKCnd3dw4fPsyUKVPQ09MjLS0NCwsLjh49yrZt24QL88yZMwAMHToUXV1dcnJyGDJkCNbW1ixcuJDExEQePHjAgQMH+PTpE9bW1mzfvh1FRUWcnZ1RUFAgNTUVgJ07d5KcnIy9vT21tbVoamoyZswYYQ3YsmULf/31F0lJScTHxwuF0IsXL1i4cCHw1aRgZWXF3Llz2bx5M8uXL2fatGli42Jubs6XL18wMzPj1atXApCpo6MjGHkeHh5YWVkRFBTEzz//TGZmJgCjR49mzZo15OTkAHDlyhW0tbUxNjZmz549pKSkEB4eDiDQGf0ZDSkpKcLDw7l37x4JCQliis/a2pqCggLu3r2LhIQELi4ugvkFXyfxnj9/zpYtW0TLv6GhQRxE+tvUxsbGjB8/nqVLl3LkyBHhaIyMjOT69et8/PgRgIsXLzJkyBAGDx5MZWUlUVFRXL16la6uLnbs2IGvry+lpaVigg3gt99+Y9q0aWIj5+joyF9//UVWVhY///wzjY2NODo6Cvm5np4ehw4dwtjYWLQk4+PjCQ4OxsfHR1Qxuru7OXz4MMXFxUhKSrJx40bhZOzPQ06ZMkV8l4ULF7J7926sra2xsrJiwoQJYip6586dhIeHc/z4ccGwKy4u5smTJ+jp6VFcXAx8rch0dHSQmZnJkCFDaG5u5o8//sDT01NU8Ptl29XV1bS3t2NtbY26urr4HE1NTcTFxdHZ2UlzczMHDx7k9OnTwvqgp6eHpaUlsrKynDhxgj179qCoqIiJiQmnT58W13bw4MFERUVhbGxMYWEhBgYGaGlpsXbtWiIjI6moqBDauNevX2NpaUlNTQ2TJk0CoKWlRZhcSktLuXr1KsrKyqSkpPDHH38waNAgtm/fzoYNG6isrOTw4cNs2LCBY8eOCY/yDz/8QHFxMRcuXGD//v3ExcVha2vL8ePHCQ4OxsTEhJ6eHiwsLNDR0SEyMpJr167R2toqOGoGBgb88MMPoqLa09ODlJQUW7duZceOHQCMHz+e+vp6Jk2axHfffcfs2bM5dOiQYFv2X3N/f38BFy8sLERfX5/09HSxieg3k0yfPp2pU6dy7tw5fvrpJ+Ar/FdPT4+CggLMzc3Zs2cP586do7m5mfT0dBQUFIiKikJdXR1dXV3Gjx8vsCHNzc3A19a5tbU1p06dor29HScnJ+rr6wVKZcGCBUyYMAF1dXWsrKz473//i6ysLI2NjQJ1cf78eTZv3oy2tjYZGRns37+fe/fuCQyHubk5jo6OREdHM3/+fG7dukV2djbe3t5YWFgAX5lw+vr6BAQE8PnzZz5+/EhMTAwjRozA3NycoUOHkpSUxNWrV/n7778ZO3Ysq1evZtGiRfT09ADw+fNn7t+/z/r169m+fTtz586loKAADQ0NHB0dxaa/fyPaXz3W0tIS78rCwkIGDRrEu3fvSE5OFtfB19eXxMRErKysyM/PR1lZGU9PT2bNmiXuzeHDhwNQVVVFWFgYAMnJyRw9epTMzEyRN5aWluZ/Wf9W1ICjR49uGT58OPX19Tx+/JgZM2bQ1dXF06dPaW5u5tKlS0K23g9CdXNzo6+vD3Nzcy5cuICsrCwjR47kyJEjjB49moaGBgIDA1FUVERfX5+cnByMjIwwNTXl0qVLlJaW0t3djaurK1FRUVRWVvLXX3/h4eEh2DD79+9nz549FBYWCgYVQHZ2NoqKigwaNIizZ8+yevVqHjx4wIkTJ8jMzCQ4OBhZWVna2tpYuHChyPEoKSnx7t07DA0Nyc3NZc+ePRgZGQmKfL+R4dy5c7x69YoJEyaQm5srWgP9zJ7+rJCenh4//vgjcXFxuLi4cP36dWbPnk16ejoPHz6kqKiIhIQEuru76ezsxMrKivb2dlpbW3n06JFwT9ra2qKpqYmRkZF4KVhbW9Pb24uKioo4FRkZGZGSksKqVasIDw8nKytL2BlCQkJEKzQgIIBt27aRlJREWVkZAwYMoLu7mx9//BFABETz8/NRV1ensbGRH374gQsXLuDs7IyLi4vIobx8+ZIJEyagra2Nubk5tra2lJaWYmNjI5yNcnJyDBs2jGfPnvHx40d0dHSoq6vj8uXLzJkzB3t7e8aNG4esrCzTpk1DVlYWVVVVsrOzqampoa6uDg8PD44fP05PTw8xMTHIyMgwdOhQKioqaGxsxMjIiPLyckaNGkVGRgbv3r0jMDBQXGtZWVmSk5NpaWmhs7OTsLAw6urq0NTUpKamRuAQNm7cyPz581m2bBnV1dUkJycjIyPD3bt3KS0tJT8/nyFDhmBkZCQ4dIcPHyY1NRVra2vq6uqYPHkyu3btYtSoUURHR3P06FH09PTYtGkTt2/f5ocffkBKSgovLy8CAwORkpKis7OTV69eYWdnh5mZmZDQy8jIYGlpKbRkDx8+pLq6Gn19faFOc3JyYtasWfzzzz84Ojqip6dHVFQUSkpKpKamMm/ePF68eMGlS5eQlJTk3LlzZGRkcP/+fTGo8fjxY+E6jI6O5tmzZwQGBmJjY4O0tDQHDx4UPL2qqipB21dXV+fWrVuUlZVx584dxo0bx+XLlxk5ciSamposXbqUvLw8EhMTmTlzpvAitra2itbYu3fvGDJkCGpqaty4cUOo6XR0dISdxMjIiNbWVgoLCxkyZAh9fX3MmTNH4BC8vb1pb29HV1eXjx8/oq2tzerVqzE2NsbT0xNtbW3KyspERay7u1tAq9XU1NDX1+fRo0dUV1ejqKhIR0cHUlJS7N69m/fv36OtrY2joyP79+9n+vTpXLhwgblz5+Lh4UFoaCj19fV0dHTw4MEDPn78yNKlS9m/fz9jx47F29ub8PBw1qxZQ19fH6GhodTV1fXrcUhJSaG9vZ2WlhYaGxuxt7dnx44dLF++nHfv3tHe3o6dnR329vYMGTKEtLQ0qqqq0NTUpKCgQLho+9tJKioqODk5ceTIEdLS0ti4cSP29vYEBQURGxvL06dP0dPT4/Hjx6SmpuLk5ERgYCD/+c9/qKmpwcDAAGNjY06ePMmMGTO4ePEiALNmzcLJyQkjIyORC7O2tkZRURFtbW0WLlzI/v378fPzE7+5/uqujo4Or1694sOHDzg7O4tnR19fH0+fPhWHqczMTLS0tFBTU6Onp4cPHz4QHx9PZ2cnpqam3L59WyjgLC0t+fTpE6qqqnR0dDB16lQcHByorKxk4sSJ5OXlsX37di5evMjkyZMZOnQomZmZeHl5kZeXh4KCAoaGhhgYGBAUFERLSwsKGiRMAAAgAElEQVTt7e0YGhry+vVrcnJyGD58OJWVlTQ0NDBv3jz8/f0JDQ0lIyMDTU1NkWns90H7+vqKqmZgYCDd3d0sXLgQNTU1Bg8ezPbt29m6dSuKioqMHj0aeXl5zp8/z5UrVwgJCcHOzo5Lly7h5uYmDpnHjx/nypUrlJWVkZGRIdhpCQkJQtdUVlaGm5sbXV1dDB8+nOzsbFpaWuju7hZy9JSUFE6fPs3Vq1dxdXUlKCiIvr4+JCUlsbe3x8DAAE1NTS5evEhRUREeHh78f+y9Z1dW5/p+PYUbkN470ruINOkKRmlKUUSNoiZq7C1q3GYboyYay7bFWKKxBFvsFSuiYgAVERBQpEgTQXrv9XmRh2v8f+/2B9jrtcOhcN9rXes8j2POr7/+GkVFRdra2kQxwcTEhP7+fnbu3Elvby8bNmzAysqK9vZ2mpqasLKyws/Pj5ycHNzc3DAzMyM/P59z587x9u1b5OTkkJaWpq2tDSMjI3R1dbGyshL38FGjRtHd3U1+fj5ZWVn/46j9t9fPP/+8RV9fn3Xr1pGfn09cXBxv376lvr5eiL3T09Px9/dHXV2dzs5O+vv7aWxsJCcnh+XLl/Pq1StGjBiBj48PHR0dVFRUcPz4cfHLMDU15c6dO2RkZKCuro6fnx89PT1cuXKFwMBAFBUVaWpqEoDSc+fOMXLkSFxdXSkqKkJaWhpfX19iY2MxMDBAQ0OD5ORkpk+fzoEDB0TLb/r06Xz+/BllZWX279/P2rVrsbOzE5OEnp4eYmJi2LBhA0eOHGHWrFk0NjYKoKqUlJTgOGlqaiIvL09WVhZZWVno6OggkUjETb+3t1eAUefOnYuHhwf379+nr6+P5cuXEx0djYaGBkOHDiU6Oprr16/T3t5OdXU1qqqqODg40NbWJg5lzs7ObN68GRMTE7KyslBVVaWzs1OE4I8fP46SkhKFhYUUFBTg7u7OkCFDGBgYQENDAzk5OQ4fPoyHhwfnzp0jISGBqVOnkpaWhpSUFPn5+ZSUlBAUFERmZqYAZHp6epKTk4OioiLGxsZ8/PgRRUVFUlJSxCH4woULmJiY8PTpU0JCQsjIyBCMPQUFBf78808mT56MnJwc2dnZhIeH8+HDB+zt7QkODsbDw4Nnz56hoqKCiooKmpqaLF26lBkzZoh8opmZGc+ePWP//v3ExcWhra1Nb28vKioq+Pr6Ympqyk8//URBQYF44wTYv38/L1++ZPz48cjKyqKqqsrnz595+vQp8+bN482bN9TX12NqasqLFy+EsDk3N5egoCCam5uJjo7G19dXPDySkpLYuHEjdnZ2TJo0iVevXvH06VNu377NL7/8QldXF8rKyujp6VFaWsrSpUvp6OgQ7cXly5dTW1tLWlqakGS/ffuWDx8+IC8vz9KlSwkLC+PIkSN0dXUxe/ZssrKyhL3h+++/R1tbm8DAQIqLi3n9+jXTpk0TuTQTExNmz55NUFAQlZWV2NnZcePGDSZOnEhPTw/a2tro6emxdOlS9PX1qaysJC4uDmVlZQ4dOoSzszP37t0TrevB78aMGTM4c+YMEolEiL4Hf84mJiYkJiZib2+Pt7c3mzdvRkdHR3CmnJ2defHiBebm5sycOZOenh50dHSwtLSkq6uLoUOHCjbfYLt7MK9jaGgoGnvl5eXIy8ujq6vLnj17eP78OcbGxly4cIG8vDwUFRXx8/Pj77//ZvXq1WRkZDB06FDCw8PZtWuXWPt2d3eLSZe6ujo3btygqamJefPmoa+vz969ezE3N6esrIzGxkbWrl3L7du3AXjx4gVRUVEMGzaMhw8fUllZyadPnygrK+Pw4cN0d3dTXV2Nubk5dXV1/PnnnyxcuFBopHJzc5GWlkZGRka8VA6+iA22N58+fcqUKVNQUlISOp6MjAzc3d159eqVaNzb2dlRWFhIWVkZAQEBGBkZ0drays2bN1m2bBlTp04lPDyc+vp69PT0+Oqrr0hOTmb48OEsWLCAgoICjI2Nqa+v/z8lpfDwcFRUVNDW1ubatWsihD/4gnLy5ElsbW1JTEykpKSEn376iQkTJvDq1SuUlZVpbGzk5s2bwD/T3U2bNuHo6EhdXR3Dhg0TLmg1NTV27dpFb28vixcvJi4uDhkZGYqKiqipqWHt2rXCMHHlyhV++uknOjs7+e233wgKCkJGRgZbW1u+++47cRi6efOm4B5++eWXIssVERFBV1cXb9++FS5egOrqampra4mJiaGzs5OEhAQiIyPFJNzQ0JCjR4+ya9cujIyMmDx5MgsWLBCTV01NTRobG/Hz82PcuHEYGBjg4uJCbW0tAwMDrFu3jvv377No0SIuX76MsrIyMTExBAYG8uHDB6SkpASXUVpaGh8fH4YOHcq2bds4deoUr1+/pqenh+7ubqGJ+vLLLzl58iRWVlZ0dnYSEhKCu7s779+/p7q6Gj8/PzQ0NJg3b564/6upqWFlZUVubi4DAwP8/vvvIgPb3d2NlJQUfn5+xMbGEhkZybt377CwsCAzM5OHDx9y+PBhxowZw5gxY1iwYAG5ublcvHiRsLAwsakyMTERhARHR0d6enro6uqivr4eFRUVTE1NhapKRUWFPXv2CJKCl5cXT5484eHDhyxfvpyYmJj/ZdT+2+vAgQNbxo8fL6Szg0qVCRMmMGLECAoKCqipqWHYsGEkJiZiZGQkpmkSiUQAYM+ePUtiYiLGxsbo6+vj7OyMo6Mjw4cPJyMjAzc3N3R0dDAzMxM+x4iICHR0dGhsbMTMzEx4LE1MTHB1deX+/fuUlZUJAO7r16/x8/PD0tKSUaNGcfjwYaytrVFRUSEoKEg0s5KTk7G0tKS/v5+enh5MTU2BfyjMjo6O6Ovr4+3tTVtbG5MmTeL8+fPk5uYSExPDsmXLyM/Px9jYmD/++ANNTU0qKyvp6Oigrq6O3t5ehgwZQmtrKx4eHowePZrz58+zadMmwsPDUVJSQldXl+zsbEpLS9HS0hJy9MH8WlFREWfPnuWbb74B4Pz58yQmJrJp0yaWLFnC0aNHGTp0KBoaGuTl5fHtt98KkfjatWsZPXo0urq6VFRUMHbsWOHnXLJkCVpaWmRkZNDX10dYWBghISE0NDTg4ODAu3fvSExMZN26dXh6ehITE8PAwACjRo0iLy9PrP7ev38vAvLq6uokJiYKJMKdO3cICAjA1NQUAwMDent78fDwICYmBldXVyZNmsTKlSuRk5MjIiICXV1dfv31VwHZHSRmD97MAZFvGzVqFHV1dQQGBtLd3U1xcTGqqqo8ffqUyMhIvv76a7FS19PTQ1NTk9raWqEeGjlyJImJiURGRmJsbIyuri7Nzc1oaWlx/Pjx/9NSHcybeXh4kJ+fLw5fgxMTNzc34QYdPnw4cnJybN68meTkZK5cuYJEIiEtLU2or9TV1cXU0dTUlO+++040Ggcdl01NTURERFBaWoqhoSELFy7E2tqa8vJy9u/fz5QpU9DW1sbHx4fc3FyysrI4ceIE0dHRvHv3jmvXrlFTU8PAwAAdHR2YmJiwf/9+Pn36xI4dOygpKcHPz09kvtra2nj48KGYEg7K2p2dnXFwcGD//v1ERkbS0NDA8+fPUVFRITo6Gm1tbYYNG8bAwACfPn0SOJSAgABsbGxQVlZm4sSJ/P333zQ2NqKnp4ebmxvPnz/n66+/prS0FGlpaeTl5Tlz5oyA744dO5b09HQSEhJQVFQULzJnzpwhODgYiURCUlISsrKy4negoKCAmZkZrq6umJiYYGpqSl5eHp6enmKq3NfXx7Vr11izZg3Pnz9n586dSElJiaJES0sLUVFRpKWlCbTN4CSktLSUDx8+oK+vj7S0tBBsf/r0iZEjRxIREYGXl5fIYj19+pSEhASGDRsmph52dnYiH1tdXc2QIUMoLy8Xvlt5eXlyc3Opra1FWVmZkpISLl++zMyZM9m9ezerV69mwoQJeHh44OTkhLu7O66urtjb26Orq0tZWRlOTk6YmpqiqKgo8kmDL4uXLl2ioaEBfX19hg4dyvjx43ny5AlFRUVMnjyZnTt3Cm/koUOHKCgoEJ8zIyMjjh49yp9//gnA8+fPsbe35+rVq+jq6vLx40fa2tr4/vvvGTNmDGZmZjg4ONDX14etrS3Z2dlMmjSJwsJCLCwsuHHjBrGxsbS3t7Njxw4+fvzIyJEjuXPnDl1dXfj7+zN+/Hh8fHzw8fHh5s2b1NfXs337dpYuXcry5ctxdHTE0dGRmpoaADIyMkR7dtDDefr0acrLy8nJyaG3t5ejR48yY8YMjh49ypw5czh58iTNzc28fv2a9evXo6SkxP79+6mqqmL79u3iUN3Q0CBWycOGDWPHjh1kZ2djbW0tXtb6+vqQlZWltLSUHTt2UFNTw9ChQ5GTkxMQdicnJ/Eck5aWRkdHh/Xr14tNQldXF7du3eLWrVukpKQQGRlJc3MzVVVVODk50dfXh4aGBn/99Rdr1qwhKiqKwsJCbGxscHJyYs6cOejo6BAVFUVLSwv5+flcuXKFhIQErl69ypQpU9izZw8FBQXMmTMHV1dX8vLyUFFRITk5mTt37mBjY8MXX3yBj48P9+7dw9LSEhUVFaqrqxk9ejQpKSlkZGTw/v17Pn36JJroEomEK1euMHXqVLZt24a2tjYtLS0kJCQIq0JycjKKioqMGDECLS0t0dofPXo0BgYGADx79kxsxgbdsf9rff6X18GDB7ecP3+e/fv3U11djZ6eHp6enqSnp9PY2EhYWBh///03586d4+effwZAUVGRe/fuCZzH2LFjxRh5YGCAcePGoaOjw507d8QNz8vLi4yMDOEOHGRMDRoLXF1dqaqqEg8hQ0NDamtrcXFxwcTEhCtXruDo6Iiuri7t7e10d3cTGBiIg4MDVlZW3L59Gx0dHXbv3k1ISAh9fX34+fnR0dGBhoaGGMMnJSXxxx9/YG5ujpSUFJ8/fyY9PR0LCwsmTZqEjo4OGhoaXL58GRUVFaZNm0ZHRwe1tbVCf9Pb28vw4cOxtLQkKysLAwMDpKWl8ff3p7OzEzMzMzZu3IiFhQWpqalMmDCB2NhY5OXlxUTEx8cHPT09jh8/zuLFi4VqZpCZNLg2HaRdX79+naioKNGEGlwBDZYDli1bxtWrV4Vz79WrV0yZMoXly5fzww8/cOTIESoqKpBIJCgoKIg/I5FIaGlp4enTpzx+/JiqqioyMjIwMTERD8b09HR8fHx4/fo1M2bMQFFREVlZWSQSCf/617+YPXs2ycnJREdHc/nyZT5//oyfnx+pqank5ubi6OiImZkZzc3NfPjwgfz8fOzs7MjPz6elpYWXL1/y+vVrFBQUhOLkX//6F5aWlsJbOtiWjYqKYtq0aWzcuBFlZWV++eUXnj9/zm+//YaSkhKjRo2iuLiYkydPEhAQQGFhIS0tLdjb27Nw4UKqq6sZO3Ysb9++ZfPmzfT29hIREYGJiQm6urq8ffuWe/fuicPV2bNnhRbl8+fPYtqQlJTEggULuHfvHi9evCAoKAh1dXVycnLEQWSwGTVz5kwWLVqEoqIimzdvRiKREB8fT11dHUePHuX169fo6OiIg6KTkxNDhgzh4MGD7NmzB2VlZXp6ekRL+OzZs+jq6rJ06VJmzpwpHiLS0tKUlpaKkLe2tjatra10dHTw9u1bJkyYwMDAAHV1dVhaWqKoqEhiYiJXrlxh3bp12NrakpCQQHt7O42Njdy7d4+VK1eybNkykpKS8PLyory8HA0NDbZu3YqVlZVQ1PT39xMYGEh0dDQLFy7kxYsXNDY2oqCgQFtbG/b29gwfPhx9fX2qq6tRVlZGTU2NrVu3YmZmhoKCAt7e3jQ2NvL27VsOHDjA06dPRbP31KlT1NXV4ePjg7S0NNOmTWP06NF89dVX1NfXM2nSJLq6uggPD+fq1at4e3tz9+5dRo4cibKyMi9fvmT+/Pno6enh4+MjhOzJycmYm5vj6urKyJEjSU5O5vbt20RGRnL48GHi4+OxtrYWqzM3NzdB+58/fz4PHjygsrISX19fNm3ahI2NDfHx8VRXV2Nvb8/vv/+ORCKhvr6etrY2UlNTsbKyYs2aNezbt4/NmzezZcsWDh48iL29vViRD051J0+eTFRUFJWVlTx9+pS4uDja29upq6vj/v37qKioYGBgQFlZGYGBgSQkJHD58mVmz57Ny5cvuXTpElOmTMHb25v169ejpqaGvLy8sDqMHTuWwsJCkQc1NjamsLAQVVVVwsLC+PjxI83NzQQHB2NnZ4ehoSGenp5oaGiIqaKtra34/Xz11VeMGDFClBU6Ojqor6/H29tbICr+38vW1pZFixYxb948IiMjqampERaFwcPnixcvyM7OprW1ldOnT/PkyRO2bdsmDnSNjY0i2nHp0iWCgoKIjY1l6NCh7N+/n6ysLI4cOUJgYCCPHj0iMDAQVVVVof3S0dHh6tWrFBcXM27cOL7++mu2bdsmROWFhYVcv34dFxcX5syZQ29vL+PGjePTp098++23PH36lI6ODr755htWrFhBaWkpHh4eREdHU19fj5KSktg+DR6yY2NjcXV1FQOJefPm4eTkxMSJExk9ejS//fYbISEhgo2nr6/PmDFjxAHcw8ODjx8/Mm3aNJSVlYmPj2f+/Pn4+/vT19fHDz/8gLS0NGPGjMHJyUmsHFetWkVRUdH/4aLKycnx6dMnrKys8PT0xN7enoqKClG6CQgIIDQ0lODgYP766y8OHTqEgoICO3fu5OHDh9ja2iIlJUVYWBgGBgZkZ2fz+fNnVqxYQU5ODoaGhsJ6kZaWBvyT93zz5s3/OGr/7bVt27Ytnp6eDAwM4OXlhbGxsZCcD2ImLl26xJkzZ7hz5w6ampro6OhgaGiIgoICDx48YO/evfT09NDR0cGiRYs4d+4cb968ISMjg8rKSvLy8nBwcBBeMzk5OczNzUlLS2P06NH8/vvvYnoxZMgQ3r17JwCgg+s9d3d3nJycuHXrFk+ePOH48eNYWlry6NEjEhMTBVOmpqYGLy8vJBIJcXFxBAUFISUlhZSUFE+ePMHQ0JCCggKGDx9OT08PCgoKKCgoMHz4cF6+fEliYiKJiYksXbqUP//8Uzgc8/LykEgkgk00YcIE5OTkGDZsmFgjqqqqYmVlRUdHB1OmTGHXrl28fv2avLw8/P39RYvUy8uL69ev4+Pjw6NHj+ju7kZOTg6JREJfXx/jx4/H0dGR06dPixzcnj172L59O5GRkSgqKvLDDz+It7HBG5VEImHs2LHiRurr6ysCqxs3bhRfxqFDh9Lf34+amhrKysoEBASQkpLC7Nmz0dPTY+zYsfz6668kJiZSV1fH48eP+fz5M6tXryY3Nxc9PT1Onz5NZmamkCuXl5ejr6/Phw8fmD9/Ph8+fCAqKgoTExMsLS0Fl0pfX5/AwECePXuGp6cnJiYmaGpqMnfuXLKyshg1ahRubm7ExMSgo6NDbm4uZWVlDBs2DBcXF0aPHs2xY8f46aefUFRUZNmyZcydO1dMd9LT00Vr09DQkNOnT6OpqUlWVhbPnz+np6eHs2fP4ujoKDh19+7dE9V0b29vAgIC8PT0pLy8nNDQUBQUFISiZ86cOSxcuJDQ0FAuXrzI/PnzGT9+PAEBASIk7O/vT29vL2pqahgaGmJubo6ioiJDhw7l0PbtjMjIwK24mN7qaqJ/+okr165x//59cdgYXJUoKCiQmZnJ+/fv0dPTw8rKCnl5eVxcXFBUVOTJkyfo6elx6tQpCgoKaGlpQVtbm4GBAd69e4ehoSFeXl68efOG0NDQ/7PWsrS0REdHh1GjRiEnJ4evry8nTpzg0aNHTJgwASUlJU6dOsWBAwc4ffo0pqamZGdn8/vvv2NiYoKSkhK1tbWoq6tTXFzMqFGjkJWVFSiGxsZGlJWVBfz1/PnzDB06FFlZWWJjY5FIJAQHB+Pt7c3ChQtxdHSkpaWFyspKRowYQUpKCg4ODpiamjJ//nyBYZCTk8Pa2pr+/n5aW1s5f/48Pj4+YuU+OM3Ky8sjPDycvLw8mpqaRGZo06ZN9PX1ienu4P87NDSUW7duERYWRlFRkVjdrFixghs3blBSUsLp06e5e/cu2dnZLFmyREzoJk2ahLy8PJMmTaKhoYG8vDwsLCz44osvhGfU0dFRtMRbWlqEvL2kpAQrKyscHBy4ffu2KIvk5OTg6urK69evOXz4MI2NjYSHh+Pm5oa1tTWGhoZIS0szefJkNDU1yc/Px9LSEgcHB5KTk7l27RohISF88cUXXL58GUVFRSoqKvjhhx8YM2YMCgoK6OrqUldXx+fPn6moqCA3N5e///6bY8eOoauri0QiQUdHh4kTJ5KSkiIyXsePHxduV2NjYzIzM7GwsCApKYmamhr09fWxtbXl+PHjREVFkZWVhZ2dHT/++CMNDQ00NzdTWVnJx48fuX37Nmpqavj6+rJlyxYUFRWFy/T27dt8+vSJ3bt3ExAQIA6HVlZW5Ofns3TpUmJiYlBTUxOTd1tbW6ysrIiLi2PTpk3U19djaWkp1ocqKirieZSUlCS2LadOneKvv/5ixYoVTJgwgbVr1+Ls7Mzff//NwMAA6enpBAcHc/LkSdrb20Vs4cGDB8yaNQt7e3sOHDhATEwMjo6OAjze398vvJ9XrlxhYGAATU1NvvvuO/r6+sQkejCAf+7cORG3GNQKdnV1YWpqSmpqKoGBgXz77bcMDAywYcMGTE1N6ejowNLSknv37vHhwwcWLFiAjY2N0Dm+f/8eBwcHjh49KsC26urqvHv3TmBj1q1bh4qKCrt27RKrc39/f4qLi1FRUaGoqAg3NzehOZSXl+fUqVNMnjwZLS0tiouLGTNmDH/88QdxcXFkZGRw5swZTp8+zaJFi4QrVE1NDT8/P8aPH8/Ro0f/N1H7b69z585tycjIwNraGldXV54/f05mZiZHjhwRPKdBUXVHRwcAx44dE4HlwfD0rFmz8PHxYd26dairq2NmZoaMjAy6urq4u7tjbm5ORkYGP//8M58+fWL48OE4OjqSlZVFVVUVqqqqfPr0idDQUCZNmkReXh5dXV24u7ujo6PDjh07qKio4KuvviI3N5fdu3dTV1cn+FmD5P7+/n46OztRVlYmJCSE+Ph44uPjSUtLY+HChbS2toomSm9vLwcOHMDb2xtXV1cxBZgwYQLKyso0NzfT3t7OkCFDKCwspK+vj1WrVvH48WPKy8vFwc7U1JSWlhZ6e3v56aefkJKS4sGDB6xZs4YhQ4ZgYmJCe3s7CgoKaGlpER4eLijfdXV1xMXF8c033yCRSPj48SPW1tZMmDCBcePG0dTUxKpVq3jy5AkNDQ10dXVRVFREcHAwlZWVwtxgZWWFnJwcq1atYsiQIcyaNYvOzk7RAl29ejXGxsb4+/tTV1dHX18faWlp7Nu3DzMzM+rq6oQf7/r16+Tl5bF27Vq6u7vZuHEj48aN49y5c4wYMYKrV68KjMmbN2+4evUq2tradHd3Ex0dLR6EmpqaZGRkkJOTw8uXL5GTkyM5ORkPDw9aWlpwdnZGS0uLhQsXMnToUPT19RkYGEBHR4fe3l6UlZXJyckRxP+enh50dXUZO3Ysly5dQkNDg40bN3L37l2WLl2Knp4edXV1vHjxQrwtD4qvq6qqCA0NRVlZGUdHR3bt2sXQoUORSCRcu3aN3Nxc0tLSmDVrFunp6YL3VFlZybhx4wQ9vKCggMmTJxMSEoKGhgbm5uaEh4dz/PhxJk+ezLZt29DS0sLT05MbN24QEBCAiYkJqamp/Ll+PbeqqpADSoAZwHLgMtDJP6v5nJwcpk+fzvXr18XBLSAgAHl5edauXcv48eNFscXOzo4xY8aIQLq0tLT4vrx69Qpzc3O++uorVq9ezU8//YSfnx86Ojr4+fmRl5cn1mHu7u4sXboUXV1dvvvuO549e0Z5eTkGBgZERUVRUlKCvb099fX1bN68GU1NTbq7u3n16hUyMjIEBQVRXV3NixcvmDt3LoWFhSJTNn78eM6dO8eCBQswMjLi48ePosn6999/s2/fPuLi4iguLubBgwcYGxsjkUjw9fXl06dPImahq6tLfHw8b968wcvLi5aWFpSUlEhNTeXt27esWrWKP//8U6zFB1lV+vr6ojChpaWFsrIy58+fx9TUlLt375Kbm8vEiRMFOHnChAmMGjVKHJDv37+Ps7Mz6urqwrRQWloq8nwrV64kLS2NIUOGoK+vj7q6Oj4+PlRUVGBvb8+jR49Yt24dtbW1DB06VBgjtmzZwvv374mJiUFDQ0Mc7O7fv4+SkhIyMjKkpaXx9ddfU1tby7Nnz+jt7aW6upqzZ8+yZMkSDh8+jI+PjxBzZ2dni5fsQ4cOkZeXx4kTJwgODhag5bdv35Kfn09vby96enqkpKSwbNkyXr58SVdXF7/++is3b95ERUWF9PR0tm/fzrZt21i1ahXnzp3D1NSUefPmMXbsWGRkZGhtbeXChQsUFxdjaWnJ6dOnUVJS4tixY0RFRSEvL09OTg5Llixh3rx5lJSU4OHhwdOnT6msrCQgIIDhw4fT1tbGmzdvaG9vp7W1FWVlZaKjo0lMTMTS0lKsrAedqmZmZpSWlmJsbIyZmRn+/v5kZ2cLvuPnz58pKSnBxcWFK1euEBISwpMnT9DV1cXR0RENDQ26u7tFKWPHjh3IyMjw9u1burq6KCwsZOrUqVRXVzNx4kSioqLYs2cPeXl57N69G21tbRITE9HX1yc+Pp6UlBRMTEwYNWoUL1++xMrKiqtXr+Lj40NmZiYAU6dOxdvbm9jYWL799lvk5eWxsLDg1atXJCcn8+LFC0pLSzl8+DDy8vIsXrxYsBgbGhrYsGEDQ4YMQUdHBwMDA168eIGnpydGRka8f/+ehQsXMm7cOF69esW7d+8YOXKkyEjKysoyZPAjcJAAACAASURBVMgQrK2tcXd3p7W1lXv37rFgwQKio6Pp7OzkxIkTrFmzBl9fX54/f865c+dYvHgxp06dwsDAgPb2dvG9CQkJYeLEiVy6dIna2lqRNTczM0NOTg5LS0tevnzJnDlzaGxspLS0FFtbW44cOUJkZCRNTU2cOXPmf2WC//ZauXLlloKCAjIyMti+fTs9PT0YGRnR19eHoaGhyGa9fPmSyMhIkVsIDAwkMTGR3NxcGhsbqaio4OrVqyxbtgw/Pz+Kiop49OgRFRUVFBUVERYWxtatW7lw4QI1NTUEBweTlZWFnJwc8vLyFBYWIpFIUFZWFuHixsZG5OXlRY3Y09OTN2/eCBba6NGjUVVVZfHixYKnVF1djbOzM2fPnsXMzEzwxYyMjNDT0+PQoUOEhITQ399PVlYWw4cP54svvuDjx490d3czbdo0Hj58KCjTg5Ol9evX4+joSHZ2NsHBwSJr0tbWhoKCggAqWllZkZycjLS0NPfu3WPdunU8evQIIyMjzMzM0NfXZ9u2bUyYMAFHR0fU1dUZN24c27dvF3JvAD09PSZPnkxHRwdSUlIoKioSFBTEr7/+yvv373F0dMTW1pYtW7bg6emJhYUFycnJODs74+fnh0QiQVZWVhDwMzMzOX/+PBoaGkKF5eTkxPjx4ykrKyMtLY0dO3ZgZ2cnpm5Pnz4lNjYWFxcXYmNjuXXrFvPnz0ddXZ3y8nK6urqoqakRVfzOzk6GDBnCypUrOXv2LBMnTiQiIgILCwuMjIxwcnJCUVERZWVliouLKSsro6SkhHnz5lFUVERERAQVFRWcP3+ejRs3Eh0dzbfffktISIgwIyQkJNDW1oaPjw9lZWVcuHCB6upq+vv7ef78OQoKCmKFpK2tTVZWFvr6+mKKJCsri4uLC42NjaIEoqWlJVRURUVFaGtrc+PGDfbs2cP48eMpLy+nv7+fkydP4ubmxvXr12lqasLNzY0XL17g6uqKlJQU7e3tyMvLo6Ojw5w5c5g6dSrKysrMmjWL5cuXY7VpEyeBdUASEAO4Ap7AE4mExMREQkNDUVdX5+HDh0gkElxcXNDT06O6uppx48YJBM6gnmdwCvno0SNWrlyJt7c3FRUVmJiY4O3tLfhJ0tLS4sAsLy/PpUuX2LRpE2vXrmXr1q3cuHGDmpoa7t+/T3R0NNbW1uKBoaqqKpQ7EomEvXv3MmfOHG7dukVPTw9KSkoifF5dXc3BgwfZtGkT3t7eXL9+nczMTIEFqK+vp6+vj97eXpKTkzly5AhhYWE8evSIoqIi1qxZg6qqKmlpaTx+/JiioiKsra1ZsmQJAwMD1NfXo66uTn9/P4qKity/f59ly5axaNEi+vv7kZeXZ8iQIdja2nL48GEsLCxobm5GXV2d4OBgpKWl6evrE0WIbdu2IS0tTUBAANXV1eTk5IgJUGhoKL///juhoaEoKSnR0dHB3LlzGT58OMXFxRQXF/P582fs7OwoKyvj7NmzYpIvLy/P3bt3UVBQwNHRkczMTNrb25k7dy52dnYcOXIEMzMzVq1axYMHD8jJyaGgoED8WxMSEvD19aWyspLdu3fT2dnJ6tWrsbe3x8nJiQsXLrBq1Srmz5+PrKwsr169oqWlhXPnzhEVFUVKSopAR9y6dQuJRIKamhoSiQQpKSnCw8OZOHEiY8aMISMjg8WLF5Obm4urqys5OTliqq6jo8OiRYvQ0NDA3t6egwcPUl1dzevXr8XnsK6uju3bt+Pg4MCsWbPYvXs3Hz58QE1NjSNHjrBs2TLy8vLQ09PDyclJ8NkaGhoERNjExESs93/44QfU1NRoaGjAyspKGBEG2VwSiUQclgf1ZzU1Nejo6JCfn4+JiYkI5FdWVpKUlISKigq1tbW4u7tz8eJFDh8+LFrYg43Tnp4e1NTUcHZ2RkdHB19fX65cuYKNjQ3t7e1CR3b8+HFUVVWF3eWHH34Q3MU9e/YgLy+Puro6dnZ2vH37lh9//JHCwkJmz56NhYWFiOa8e/eO27dvExERIZr0I0eOZOnSpZw8eZJjx45haGjIgwcPBPlAW1sbZ2dnent7qaqqIj8/X2gBB6+2tjbB/Xz16hWVlZWYmZnx3XffiaLBoPrq6dOnJCYmkp6ezvv374mNjSU2NlaUo7q7uzEzM+OPP/5gypQpaGpq8urVK4KCguju7iY1NRUHBwcBCf/06RM2NjYoKioyMDCAp6cnISEhjBw5kkuXLom/s7CwkMTExP9N1P7b6/Lly1smT57M3r178fb2FiDWjIwMJBIJv/zyC9ra2tTW1mJtbS0mNIqKitjb2wt437x589i0aRPKyspoaGgItMTggUBHR4f+/n6qqqqYOnUq586dQyKRMG7cOGpqanj37h0bN24UbxcmJiaEhIQA/2Ti6urqcHR05MGDB5SWlpKVlcX333/P2rVriYqK4s2bN+Tn5wvoY1ZWFuHh4SQkJBAQEMCxY8doampixowZtLa2cvz4cdavXy8sBNLS0ujr6/Pw4UNev35NWFgYJ06cwMXFhblz5yInJwfAjRs3GDp0KNu3bxe+wPHjx1NYWMijR48ETLSoqIjly5fT2dkpVqKOjo6YmJjw7t075OTkiI2NJSkpiUePHqGioiJ0MCoqKpSVleHr68ulS5dENsnIyEjkzKysrDhz5gwlJSV4eXmxfPlytm/fzn/+8x/U1dXZt28fWVlZTJ48maCgIBYsWIC/vz8BAQF4eHjg4ODAqlWruHv3Ljt37hRB8sHmZ0ZGBlu3bsXBwQFDQ0NaWloICAjgl19+QUFBgdDQUCwsLNDQ0CAnJ4erV6+iqKiIiYkJCgoKzJ49m4MHD2JjY4OLiwvFxcX09fXh7+8vqNWRkZGYmppy4cIFZs+eTUtLC3fu3GHXrl0kJSVRVFTEH3/8gbW1tUA9BAcHk5ubS3l5OeHh4SIjGBYWRnp6Ol5eXuzbt0/AgWVlZZGXl0dFRYXc3Fyio6O5ceMGX331FfHx8Tx+/Bg5OTm6u7v566+/2Ldvn+DCjRkzhoSEBIKCgrh//z7Tpk3j5MmTBAYG8ubNG2bPno2mpqZQ0gw2HVtbW1FXVxeE9BUrVvA+JYXxd+8yDej7f75/H4CtwP7+fkpKSrhz5w4fP37E1dUVgPv379PS0iLUNElJSdja2gKQkJDA8uXL8ff3p6GhgWnTptHQ0EBbWxsdHR2kpqbi7e2Nuro6Y8eOFTq2wRyopqYmDQ0N/Pnnn3h4eHDx4kUWLVqEuro6UlJS2NraYmxszOXLl1m7di1Hjx4VN+VHjx6hpKTEmjVryM7OZsWKFYIv+PPPPyMrK8vAwICwaDx79oxXr15hamoqcnjV1dU8evQIGxsblJSUiIyMpLCwEEtLS+Li4pg+fbo4VPv4+FBXV4enpyfv378nPj6egwcP8scff1BSUsLEiRMFqmbLli0CcpqUlERjYyMGBgacPn1a5H0CAgKIjIxk/vz5uLi4EBQUJAjvg9MjXV1dvvnmG+Lj46msrGTq1KkUFhbS3NyMgoIC6enpaGtrY2lpyevXr7GwsEBXVxcNDQ1hXFFWVub27duEhYVhZGTExYsXMTY2JiwsDAsLC2RlZUlLS6O3t5ecnBwcHBzo6Ojg2LFjWFlZ0dfXx5IlS+jr6yM1NVVoo1xdXZkzZw5z584lKSmJ6dOnY2try/bt2zE3N8fe3p5r167h5ubGnDlzRGFCTk4OWVlZ7t69y8mTJzExMaGxsVFk5zIzM3ny5Ak2NjZ0dXURERHBmDFjePToEW5ubqiqqhIeHi4AzeHh4ezcuRM9PT2kpKRYsWIFysrKREREEBcXx+7du7l06RJmZmbMmDGDefPm8fDhQ7Kzs+nu7kZbW5vU1FSUlJR48uQJ06ZNE+xGZ2dnpKWlWbFiBSUlJcTFxREQEMDNmzfZvn07c+fOBcDBwYFHjx4RFhaGg4MDV65cwdTUlJSUFK5fv87YsWPx8vLi0KFD+Pj4kJycjKqqKvr6+uTl5VFVVSUQTs3NzbS2tvLs2TPk5eVRU1Nj1apVFBQUYG5uTlNTk2ChrV+/nqtXr9LU1MT79+9FvmyQYRgQECC+x/fu3cPDw4Pm5mZhhqmqqqK7u5vy8nJsbGyQkpLi06dPrFy5ko0bN5KamoqUlJQgLAwio7y8vHBwcMDHx4d3794xZcoUDhw4wLt378jIyOD69euoq6vj6elJUlIS+/fvJzQ0lPj4eI4dO4alpSXx8fGEhISQnZ1NVlYWzs7OzJw5kzlz5hAeHo6trS2ZmZlkZWWxfft2HB0dBYR8EFDe29vLixcv8Pb2pru7G319fby8vJCTkxOZ08Eow/Xr1/nuu+8ICgrC3Nycz58/D25C/ndQ+2+ujRs3bnnz5g2HDx/mwYMHHDp0iN9++40JEyZgY2PDp0+fkJKSoqGhgYKCAqysrPj777+xt7fn4sWLvHv3jqCgIHJycli/fj3Dhw8nKyuLS5cucerUKWbMmCHcaYPhSoDRo0fz7t07iouLUVNTY8SIESgqKuLk5MSDBw9QVFTkzZs3GBsbMzAwIES5zc3NTJgwgbdv37J+/XpWrlwpMjJ5eXn8+9//5ujRo5iYmGBraysOGmFhYbS0tODv78+rV69Yu3YtHz584PHjx+JQMH78eFpbW7G2tsbGxoY7d+5QU1NDXV2dKDEkJiYSEBDAjBkz0NPTw97eno6ODhQUFHBycuLmzZuoq6tz+vRpLl26hK6uLqqqqiQlJeHs7Az8E6RUVVVl6tSpvHjxQpQiLCwshGR6+fLlBAcHiwnRpEmTsLGxEbqksrIypKSkiImJYdiwYUID09nZiY+PD05OTsKZFx8fT0JCAvfu3ROsocGb5OfPnzEwMCAtLY1Hjx5hb29PRkYG69ato729nePHj5OVlcXYsWMZMmQI7u7uxMfHM3bsWAC0tbVRV1envr4efX19EhMTuXbtGi4uLqxevRpra2suX77M5s2bOXDgAM7OziK79fz5cwoLC/nyyy8xNjYWYMnS0lJcXFzEdFVHRwdNTU0CAwMpKiqiv7+fYcOGUVtbS0NDAyoqKqSlpeHs7Mxff/1FYGAgUlJSREdHo6WlhbW1NRUVFURERPD27Vuqq6uRlZXl2bNnrF+/Hnl5eQwNDTlz5gzz58/n8uXL3Lt3T2St9u3bR3R0NNnZ2UJvs2HDBrZu3fp/wL0DAwPIyMgQGxsrWrEBAQEkJCQwwtYWg7/+Yg/Q+/98/wyAKOAg8MUXX4g2pJmZGb6+vsTHxzN06FD6+vqEqqyrq4urV6/i4OCAv78/ioqKDB8+nIGBAUaPHo2trS3Ozs7iRr5hwwaBCujv72dgYAB1dXX6+vqIjIxk8uTJNDc3s379ejQ0NNi7dy8vX75EIpGwZcsWXr58SU1NDd7e3ly5cgUNDQ0eP37M4sWLOXPmDNHR0SLovWTJEgGjbmtr49dffyUjI4Nly5aJqUJZWRk6Ojp4e3tjZGQEgJubG9nZ2dy6dQsnJycBkk1JSRGf5cEJ18iRI5GXl+fw4cP88ssvzJkzRxDV+/v7KS4uJiIigv7+fsaPH4+3tze7d+9my5Yt4rClpqbGgwcPCAgIQEdHBwcHB9TU1AgPD2fDhg2MGTOGNWvW8OWXX9LW1oaqqiotLS2kpKSI6cCECRMICwsTmrF//etfHD9+nGXLlqGgoEBVVRVnzpzhwIEDlJWV0dHRQVVVFX5+fsA/kNVB1+2TJ09Eq3Tu3LkcPXoUKysrXFxcRPv89evXVFVVoaenx6JFi4iLi6Orq4vu7m4iIiJ4+vQp9+/fF3xIOTk5qqqqUFRUJCsrCw0NDb744gtMTExIT0+ns7OT0tJSDhw4gLq6OteuXSM8PBxLS0suXrxIZ2cn06dPJy0tjb6+Pnp6elBXV+fAgQMkJCSQmpqKgYEBq1evpqOjAx8fH7S0tEhOTubWrVvMnDmThIQEbGxs6O/v58cff+Ts2bMoKyszbNgwLCwsGDNmDAUFBWhqahIQEEBnZyfm5ua0tbVhbGzMixcv2LNnD8bGxqSlpTFs2DD8/f1ZvHgxixYt4s6dO4SFhTFs2DB+/fVXoV6rr69n2LBhhIeHi9KUi4uLaFl/++23orU4aBxQU1NjYGCA4OBgAgMD2bhxI6tWrUJXV5eOjg4xNTUyMhJM0fr6ejIyMvj8+TP/+te/yMzM5Ny5c/z444+8fPmSjx8/oqCgQGBgIDIyMpiYmHDnzh2x2m9vb0dWVlbomXp7e0lKSsLPz4+BgQGCgoKIjIxk4sSJ9PX1kZKSwrNnz/Dw8EAikeDo6EhSUhIWFha4urpibW2NlJQUb9684ebNm5iamrJv3z4Bj3/w4IEgCcjIyHDixAkcHBxobm5GRUWFuro6KisrsbKyIisri9raWg4cOIC7uzsuLi5YWlqydetWzM3NUVZWpq6uTkSFTExMyM/PJz4+nvz8fAwNDTlx4gRz587F3Nycjx8/kpeXh5mZGQ0NDdy9e/d/eI7/9tq1a9eWL7/8ktDQUF68eEFoaCjW1taoqqqirq5OdnY27e3tGBkZMWXKFOAf3VBOTg7e3t5kZGSgoKCAmpoaw4YN4+XLlzQ3N3P69Gna29t5+fIlampqTJkyhc2bN5OYmMihQ4eIiorC1taWnp4esrOzGT58OHfu3OGHH35g6tSphISECKREU1MTRkZGIoNy9+5dpk+fjqysrFizhYaGCuL19evX+fLLL7lw4QKnT58WqxJtbW3c3d3p6+tjw4YNzJw5U6iqBj94mpqa3LlzhwsXLrBx40ba29uJiori8ePHfPr0SbSQGhoa2Lt3L/7+/ty9exd3d3eOHDnCihUrkJOT4/bt2wQEBAiO04ULF3j27JmY4AyOjqWkpBg+fDjl5eXExcWxZs0aSkpK6O3txd7eHnV1dQIDA1m+fDkhISHMnDmTcePG4eDggKOjozjsjBs3jjNnzrBmzRqUlJSorKzkxx9/xN/fn7S0NEaOHMmiRYsoLi7Gx8cHOTk5srKy6O/vx8PDAz09PXJzc4U7rqKigv/85z8iQJqWlkZwcDAxMTFs3LhRfH6mTp2KvLw8ZWVlvH//nmvXrpGens6NGzeEtN7DwwN5eXkRpk5PT0dGRoYxY8ZgYWHBpk2bOHHiBB0dHdy9e5f6+npyc3OJiIhg1KhRmJiYcPToUcaNG8fr169pamoSejIfHx+8vb2pra0Va/tBNl1fXx/29vbcu3eP1NRUvvrqKyoqKtDU1CQ3N1e0GVtbW2ltbSUiIoL3798zadIkjI2NuXPnDoGBgdja2lJZWcnp06dxd3fH1NQULS0tSktLKSgoQFZWloaGBtrb23n//j2RkZGcOnWKjRs3snPnTnbu3ElZVRVNcXFotrTw9///s5MCDgB/AxU2NoSHh6OtrU1OTg62trakpKTg5eUlwt4ANjY2JCUlsWbNGsaNG4ezszPz5s1jzpw5WFlZMXv2bGJjY7GysiImJobCwkJiYmK4fv069vb2PH78GPinpfn69WuRG0tNTSU2NhYZGRmRNz1w4ABHjx6luLhYFHS0tLSora0lJCSEZcuWMW/ePHbu3ImamhqhoaE0NTVhaWkpJrp79uyhpqaGX3/9FWNjY9ra2vjrr7/w9fUV3LWzZ8/S2toqWGxpaWlMnDiRtLQ0Ojo6CA4O5uHDh9TU1HDp0iVyc3Px8PDg2rVr6Onpoa6uTktLCzt37uTevXv89ttv7Nmzh+PHjzNt2jTgH0L+YIxicFo96Hj9/PmzKFQ8fvwYPz8/2tvbWbZsGatWrRLliqKiIrKzs5GTk6O8vJy0tDTu3r3LwoULuX79Om5ubri7u3P48GEmTJjAn3/+ycyZM4mNjeXatWskJydTW1srMB25ubmkpqbi5ubG69evKS8vZ+/evcjKygp+VmNjI4sXL8bOzg57e3vhCl23bh25ubkiBzpkyBC8vLxoaGggKyuLoKAgTp06xbJlyzh48CDS0tIMZpEHHbGampp0dHQwatQoRo0ahampKV1dXSxevJjz58+TkpJCQUEBnZ2dQhF4+vRp5s2bh7OzMxEREcJgM5hHBkSua/369airqxMaGoqhoSE5OTlkZmZib29PaWkpXV1dmJmZUVNTQ3d3N5cuXRJZ2IKCApSUlPj8+TPff/896enpwpyQm5srDjaOjo5cvnwZNTU1ampq8PDwQEdHB2tra3Jzc/Hx8cHZ2Znnz5/j7+/P7t27UVZW5uLFi/j6+go4s52dHc7OzkgkEo4cOYKsrKxg5338+JFdu3ZhamqKp6cnMjIyyMrKcuTIEZqbm5GRkUFOTk5sVY4cOUJmZiZ3794VcZy7d+/i4ODA7Nmz2bNnD8nJyVRVVTFy5EjGjBnDoUOHSE5OJiAgADMzM4yMjARaSk1NTQjXNTU10dLSwsbGhnXr1mFnZ8eIESMwMDBASUkJJSUl3r9//0/UwsqKjIwMOjo6UFVVRU5ODldXV8zNzamurkZDQwMtLS2ioqIYMWKEsFDo6+vT3d2Nm5sbV65cQU1NjefPn6OqqsrAwACurq6oqqqKkkRSUhIjR45k9erV9Pf3c/36dZGJdHV15eXLl4wePRptbW2UlZX5+eefuXPnzuBn+38Htf/munDhwpZ9+/aRl5fHxIkTkZeXp7i4GAMDAxQUFPDy8uLMmTNcuHBBPLCkpKSAf6rVwcHBlJeXU1payoULFwRSo7u7m5KSEmpqapg5cyYLFiwQ9Htvb29mz56NgoICOjo6QvW0bNkyRo0axZIlS1i7di15eXmkpKQITyBASkoK06dPR1tbG3l5eTIyMliyZAlNTU3Mnz+frVu3cvjwYcHPqq+vx97eHiUlJYYMGUJWVhZpaWm8ePGCtrY2MWWZP38+x44d48svvwQgNDRUNFbr6+sxMzNDU1OTESNGiObPwMCAYE5VVVWRlZXF4sWLefz4Md99951wne3YsYOFCxdy584dodYpKSkRuZJB7lpqaio5OTls2LCBrq4uTp06xc6dO1FVVeWbb76ht7dXlCW+/vpr8QZ18eJFDA0N+fbbb/H19WXXrl0oKiryyy+/UFVVxdatW/Hy8iI/P5+ysjKUlZWpqqrCwsKCzs5OVq1aRUREBM7OzmRnZxMREcHt27eRkpJCRkYGOzs7IZQuLi5m5MiRbNy4UWifBr2d//nPf1i5cqUoUjx+/Fi4PsvLy8XBchA38Mcff/D48WPs7e3p7e0lNzdXZCX7+/vR09MT3K1BXMjFixfFgzIzM5OysjLy8vJobW0lKioKFRUVgVRwcnKiubmZ8ePH4+vrS1xcHKtXrxbcq8GwekVFhQgqd3d38/TpU4Et0dLSIiYmBkNDQ0JCQgQgU0ZGRkAsr169io2NDfLy8tjY2GBoaMjs2bP597//zd69e/n48SMFBQVc+PiRdTU1RHR14QTsBvqB3SYm2Dk68v3334s4wfPnz3F2dsbU1JQRI0Zw+/ZtQkNDuXv3Lh0dHbi6ulJeXs62bdsYMWIEdXV16Ovrs2TJEmbNmkVfXx+mpqbo6enx6tUrcnJy+PTpE9bW1sTHx7Nx40Y8PT0xMDAQa+UHDx7wyy+/kJKSQnl5uciBNjU1ERgYiKmpKQ8ePMDX1xdnZ2fhFPTw8KC+vp6cnBzk5ORQUlIiKCgIPz8/rl27RlJSEuvWrRPt6wULFpCU9P+x915RVZ1r2PZF79JBQDpK70WlKYoFBVGxBexRo0gscVuy1WjsLWo09m5s2FC32EURFWkCShGlV5HeBAUW/8EevOM7+L8x9sF3mDlGjjzIGkvXnPN9nvu+rpd0dHTg7u6Oqqoqzc3N9OvXj0OHDtGnTx+R5Ro8eDDJycnk5eURHh7OwoULWbp0KeHh4eTl5bF8+XKuX79OSEgIeXl57Ny5k3PnzuHh4cEvv/zCkSNHSE1NxdPTk2vXrnHt2jXGjRvHmzdvBPW/tLQUX19fwQZbuHAhLi4uuLq6ioJISkoKDQ0NDBs2jKCgIFRVVfHy8sLV1VUccuLi4lBWViYtLY0rV65gbW0t0AUrV64kNDSUmpoaPD09uXr1KmFhYUybNk1AdUNCQpgxYwafP39m5syZhIaGoqamho6ODrm5uXR2dtLR0UFWVhYjR44UfEKJREJQUBAPHjwgOjqaPXv2EBwcTGRkJN++fcPf318ApEePHo2Wlhb3798HQFVVFT09Pbq7u7l8+TJDhgxBSUmJjo4Oenp6uH79OkFBQZw7d06gYBwcHNDU1CQxMZGqqiocHR158OABLi4uwH8bq3Z2diQnJzNhwgSmTZsmzAUGBgb069ePESNG4ObmJj6fvr4+FRUV6OjoCLXW+PHjyczMFKWQXvfxly9fKC4u5tChQ7x+/Zrdu3dTXl5Od3e3gCr3ru56Req9K0ZFRUVRYOpl3snJydHV1UVeXh6dnZ1oa2uLfK2FhQXZ2dn4+PigoaEh1EdWVlb4+PiIkodEImHFihUsWrSImJgYjI2NsbCw4P3797S1tREbG8vYsWNRVVUVto9Vq1aJspqVlRU2Njbi2bd161aGDh3KhQsXUFJSYtmyZWhqanLhwgXMzc0FWUBGRobjx49TV1eHiooKLS0t5OTkCCxMfHw8P//8M1+/fiUpKYkvX75w/vx5RowYIcpr2dnZ5OXlUVZWhkQioa6ujgsXLiAlJSW2Nvv376dfv34YGxvT2dmJhYWF0GwFBwfz/v17Jk+ezOHDh6mrqxNQ/Pb2dgwNDUlOTkZbW5usrCyKi4uZP38+Dx48+J/wHNL/j995/rn+uf65/rn+r1edsjL/Dg5mL/9tfS4GAoF26X9uRf9c/1z/XP9c/3/XPxM1YM+ePRvXrl2Lm5sbvr6+rFy5kry8PAYMGMDXr18Fg6q38amtrS3YQTt37sTU1JTu7m5KSkoIDg5GQ0NDsJvCw8MZOHAgqampJCYmEh4eTkFB3OTplQAAIABJREFUAQYGBkKa24syeP78OTU1NURERGBmZiZI8731a21tbczMzFBXV2fYsGFs2LBBsIauXLnC6NGjiYuLE2qRXqzBlClTxGkjNjYWHR0dHB0d2bFjh8h6mZqaikDxli1bCAwMFCdoPT09jh07hpaWFp8/f+bSpUtERkaSm5tLXFwcd+7cYd68eUKY6+Xlxdq1a7l9+7bQFb18+ZK8vDwWLVqEn58f4eHhlJaWoqGhwbVr1/Dy8qK+vl5It48cOSKKEK9evcLa2pqPHz9SVVUlnH8eHh5s2LABQ0NDsT6KjY3lzz//FD7DXjbRr7/+ipqaGt+/f8fCwgKJREJXVxdJSUlEREQQFBRE//79kZaWJiwsjPz8fJKSkti6dSvnzp0jPz+fKVOmUF9fj7W1NadOnRL06175eGpqKj/99BN37tzBwsKCjRs3oqmpSVhYGJ6enpSUlJCens78+fNpampCTk6O/Px85OTkiIqKEnouOTk53NzcUFJSwtzcnD179iAjI8OnT5/Iyclh6NChlJeX097ezqhRo7h06RKFhYX4+flRWFhI//79cXR0pKKigk2bNol6eS/Hqjd7aWNjI6wWQUFBuLq6cv/+fRQVFYmJiSEvLw9/f39u3LiBsbExkyZNYsOGDUyaNImEhASePXuGnZ0dACEhIZiZmWFubs758+cFJ+7HH39ky5Yt/PXXX6ipqVFYWIihsTGtRkacyc3FYNAgIiIi+M9//kNNTQ319fWUlJSwYcMGFixYQGNjI/n5+ZSUlAiWn4WFBUFBQeTm5gpIalNTE1evXmXp0qWcPHmStLQ0WltbSU9PR0dHh0uXLuHo6MjIkSOFW/Tw4cMioP3mzRuCgoIICgpCRUWFoqIivn37xvz58ykqKhIYgCtXrjBx4kScnJxEGSc1NRUFBQU+fPiAvb09XV1dODk5UVBQQFNTE5aWloSHh3P+/Hnev3/PxIkTuXfvHn379hVOxu/fv9Pc3IyrqyuBgYEEBgbS0NBAQkIC5eXltLW1CavEkSNH2Lx5M+np6fz2228cPHgQOTk5FBUVmTBhAo8ePSI3N5e6ujqUlZUFX09BQQE3NzcWLlyIqqoqs2bNQkNDg6dPn1JaWirWn01NTWRlZWFjY4NEImHbtm24ubmJ1VIv6uLevXuEhYXRt29fSktL6e7upr6+Hg0NDVasWCHKV73N7jt37vDu3Tvs7Ow4evQoU6dOxcrKih9//JE//viDgIAApk+fzuzZs4mNjSUhIYHk5GTCw8OZN28e06dPJzo6mvz8fBYvXsyRI0dYv349FRUVvHv3jp9++ol169YRHh5OWVkZ6urqQtsmkUjw9/cnKytL5GR7p9y7du1i3LhxrFmzhoCAAPr27YulpSUbN24kJCQENzc3kpOT2bBhA0ePHsXV1ZW7d++SlZUlJi4ACQkJVFVVsWnTJj5//kxQUBBdXV0sWLCA1atXU1BQgJmZGePGjUNJSYm0tDTKysqQk5NDW1ubFStWMG3aNGpqarC3t6e2tpZNmzYJI4WmpibGxsbs27ePz58/Y2BgQF1dHWpqatTU1HDs2DF27twpyl692T0FBQURb7GzsyMzM1NMdHfs2MGqVavE+s7V1ZXq6mpkZGREYc7S0pKVK1dSXV2NsrKyyFICXLt2jba2NlatWoWPj48wWvSiS/T09Hj79i3Nzc1CD5WcnEx7ezvDhg0TpZL4+HiGDBmCmpoa1tbWxMXFCf5cb1wlKytLqKbq6uq4e/cuX79+ZfPmzTg6OhIWFsby5cuJi4sjLCyM/v37i2lnQkICjx8/pq2tTQjui4uLSUxMpKmpCUdHR4YMGcLly5cZMGAA3d3dSCQSRowYwfHjxwkODiYuLk4gZ3pzusnJyTx+/FjgtQwNDTE0NOS3335j7ty5DBs2jNraWpSVlSkrKyMwMJABAwYIL21WVtY/rc//9Tpw4MDG+vp6PDw8OHz4MBYWFuzcuZMhQ4bQ0NCAlZUVJSUlZGVloaKigqenJ1ZWVgBoa2tz9epVLl++jIyMDObm5hQVFZGfn093dzeurq4oKytz/fp1qqurycnJYcGCBaxcuZJff/2VZcuWUVFRgYWFBUlJSaxZs4ajR4+KYPro0aMxNzfH0tISRUVFbty4QUhICI8ePWLFihXo6+uTk5NDREQEz549Q0lJCS0tLaytrbl+/bpg8/j5+WFiYoKVlRVHjx7FyMiIzMxMnJ2dycjIQEVFBQUFBcEOev36NcbGxhQWFmJra0tbWxvOzs4inN/74vH582eOHDlCTk4OBw4c4MmTJxQUFHDy5En27NnDrFmz8PT0xMjIiIULF/Lbb7+RnJwsgtknT57ExsaGOXPmIC0tzcKFC2lqamLChAkoKSnh6OhIbW0tw4cPJy8vT6AX2traOH36NGfOnGHfvn3IyMgwZ84c/v77b+Fg7G3M9unTh6qqKgGw7LUZqKiooKury9WrV4mJiaG2thYFBQVCQkLo06cP+vr6dHd3M3/+fLq7u3n27BmHDh1i5cqV+Pr6Ul9fT09PDxkZGeTm5uLh4cH+/fv56aef+PDhA+PGjSMhIQEtLS3S0tK4desWfn5+1NbWsmbNGh4/fiz+H8OGDePChQs8fvwYb29v7t69i7+/P8OGDSMqKgoPDw/y8vJwc3MTfL7v379jZWUloMxXrlyhq6uL1NRUGhsbqa2tZezYsWRkZAje2Z07d/D29iYvLw9dXV1BbldQUCA/P5+NGzfy9etX5s+fLwo0pqam+Pv7C9DmixcviI+PFy8GvRBYQ0NDamtrKS0tFXqjjIwMEhIS2Lt3L1JSUnz8+FFI77u6ukhPT2fdunVkZmYSEhJCQkKCWNW6ubmxb98+zMzMyMnJobm5GS8vL9TU1EhKSmLYsGEYGhpibW3NxIkTCQ0NRV1dXeSVjIyMsLS0pKioCFVVVSQSCZcvX2bUqFG4u7tz584dFi1ahK2tLd++faOhoQFZWVkUFBT49u0bcnJyZGRksGnTJg4fPoyioiKvX78mKCiIX375haFDh7Jt2zaeP3/O3LlzycvLw8TEhD59+lBQUEBcXBz5+fmMGjUKQKyYOzo6qK2tFbT8Dx8+4Ofnx9u3bzE0NKRPnz58/vyZX375RaxZ3N3dSUtLQ0FBgdraWo4fP87Ro0dpbm4WwfNeTEsvk23OnDl8+fIFbW1tjIyMUFBQEAqbgIAA6uvrOXr0KI8ePcLFxYXq6mouXbqEs7MzT58+xcnJiSdPntDc3MyaNWtwcnKiurqaFy9eCDBt3759AdiwYQONjY0sWrSIv//+W2BQvn79Ktq0xsbGKCsrC7i3np4eJSUlwmCyePFiOjo6ePv2LbNmzeL06dPs2rWLU6dOIScnR2JiInPnzsXa2pqWlhbWrl1LaGioQGuoqqri4+PD3LlzefXqlYB419bWUlJSItAbL1++JCcnh4KCAvr37y8OXYaGhmJl2N7eTkNDAwsWLKC0tJQ5c+Zw6tQpvn//Tm1tLQMHDsTExETYHu7fvy+yuZ2dnfQ+Vy0tLcVae/Xq1bx//57Ozk4+fPgg2F69hwZvb288PT05ceIEtra2vH//nqFDh6KlpcWnT5+oqKigra0NPT09mpubxVqzpaWFvXv3UlJSgrOzM8XFxQJm3buerqiowMPDgydPnmBvb0/fvn1ZsWIFgwYNEuzFIUOGsH79ehISEmhoaGDixIm4urpy+vRptLW16dOnD5mZmQQGBnLt2jVR1OhVL3348IFXr14JTEZeXh7Z2dlMnTqVuLg4JBIJo0eP5vv378LQ4efnR11dHRYWFuKgXlJSwvTp00lPT0dfX5/a2lqSkpK4f/8+DQ0NuLq68vLlS/z9/TEzM+PDhw/cv38fFRUVNDQ0MDAwoLOzk6CgIDw8PHB0dBTRhEWLFtHY2EhERAR2dnY8efKE169fi8hRb45UV1eXwsJC1qxZw4IFC6irq2PhwoXcvXuX33//HYlEwsmTJ7GwsKCyspJRo0Zx+PBhBgwYQHNzMydPnuTZs2e0tbUxbtw4Dh06JDBeR48exc3NDVlZWR4+fPhPRu1/vdavX7/x7du3TJkyBU9PTyEGdnBwEOJpNTU1xo0bx/Lly1FTU2PPnj00NzdTUlKClZUVRkZGjB07Fmtra3x8fFi0aBE1NTUCIxAWFkZPTw+Kioq4uroiLS1Na2srZ86cQUlJibVr1xIVFUVRURHz58/H3t6erVu34unpiYaGBtLS0ly/fh03Nzfu3LlDWVkZ/fv3Jy0tjWnTpvHo0SM8PDy4f/8+W7du5d69e7x//x4dHR2+ffsm6Pm9Qup58+axb98+LC0tUVdXR0tLi56eHjZt2oS0tDTLli3j6tWr2NnZERUVxcWLF8Upfu7cufj7+6OqqsrevXspKioiPj4ef39/HB0dmT17NpaWlgK02tbWxogRIzhx4oRodsrJyaGhoYGUlBTBwcGsX7+e+fPn09raSlVVFUeOHEFBQYGwsDC8vLzIysqitLQUb29vtm7dSkpKCn/88Qd79uxh5cqVosG4dOlS0tPTharp9u3bPH78mDVr1rB37156eno4ffo0AwYMoLW1lezsbObPn8/YsWN5+fKlCIeOHTuW3bt3o6KigqysLEpKSuJGfuXKFSorK+nTpw8dHR3ExcWxZMkSHBwckEgkZGZmkpSURH19PZs2bRJKrE+fPrFx40bu3LmDjIwMbm5uhIeHC5jow4cPGTJkCLdu3UJDQ4Ps7GzRturFcFhaWooX6N4HfmNjI93d3VhYWGBhYYG5uTlnz57F1tYWfX19CgoKRAuuqqqKrKwsXFxcOHnyJAoKCmzfvh0dHR369euHp6cnbW1tnDlzhu3bt/PgwQN8fHxYsWKFCE3369ePxMREAgMDaWlpoa6uDgUFBSFg19HRwcXFhYaGBuLi4hg0aBCdnZ3ExsaKoHNwcDCvX79GVlYWf39/srOz0dbW5vnz5zQ2NgqXq56ensBAeHh4IJFI2LRpE6WlpSQmJoqprouLi/CORkdHU19fz+vXr4mMjKSkpITw8HCKi4sFM2znzp3s2rVLlDuysrKQl5enpaWFs2fPMn78ePr06YOysjLjxo1j1apVBAUFifD1woULOXDgAO/eveOXX34hMzMTT09PEhMT6dOnD62trRgZGWFoaCgeyFVVVURERGBra4uzszMyMjKsXbuWe/fuCeSBpaUlNTU1pKWloa6uztKlS/Hy8mLdunWcOnWKmzdvYmlpKXy4OTk5tLe3M378eMaNG0dHRwc6OjpoaGigr6+Pr68vR44cobi4mIkTJwqf7OfPn4mOjub3338XmqSYmBgCAwMZNmwYJSUlzJ49W2TUelVx7u7ughOorKxMcnIy0dHRZGdnc+DAAfHdmZiY4O7ujoGBAcbGxqSnp2NiYiLch71h/N77o7a2Ng8fPhSYhIKCAlxdXQkODiY+Pl5MQ/r3709lZSXq6ur8/vvvbNy4kXnz5rFq1Spu3LiBoqIiBw8eJCgoiKioKF6+fCmUaU+fPmXYsGFYW1tjbm5OVlYWI0aM4NKlSxQUFODk5ISfnx8KCgo8e/YMFRUVPnz4wKlTp3B1dSUgIAArKytKS0vp6emhtbWViIgIpKWluXXrFkVFRXz69ImoqChSUlK4cuUKtbW1TJ48mWvXrhEYGCgk6Pr6+rx9+5aGhga+fPkiJi4+Pj7s27ePcePGkZiYiJaWFvX19cycOZNv374Jv6eWlhajR49m+fLlghlna2uLhYUFZ8+epW/fvlRXV9OvXz90dXXFs2r58uU4Ozszc+ZM/vOf/+Dv78+7d+9oaWnBzMyMtLQ0iouLCQ4OFiL78+fPi8/j6OgoGvHZ2dnMnj1btDQbGxuZPn26mNrPnTuXU6dOUVtbS1ZWFuPHj+fatWuoq6sLtWJ9fT1DhgzhyZMnDBw4EFVVVRQUFDhy5AgmJia4ubkxY8YMAfEdPHgwISEhwi7Q3t7OpEmTcHd3F/7dXuxNr+Gnvb2dpqYmlJWVsbGx4ddffyUmJoazZ88ybdo0lixZwt27d7l58yaOjo58//5d+IR7c829k/eAgADR4D127JhAzCgpKREREcHmzZv56aefcHBwYODAgcjIyPDixQuCg4ORSCSkpaXx008/cezYMVRUVEhOTv5nova/XqdOndq4d+9eOjo66OjoQElJCScnJyEil5aWRlZWFikpKV68eIGSkhLr16/Hzc0Na2tr4eq0srKioqKCoUOHIicnR0hICJ2dnUhJSXH79m3y8vKEWwz+y4D69u0bAwcOxMbGhg8fPhAfH8/gwYOZOnUqlpaWODk5oa2tDcDevXvR1dVl1KhRQheiqKiIsrIyPT09mJiY4O/vT0NDA4qKikJfFRMTI4C6VlZWSEtLc+zYMY4dOyZWdl5eXhgYGJCZmYmHh4cIyF++fJnY2FgOHz6Mq6sr/fv3R05OjqCgICH/rqioIC4ujoyMDObMmYOsrCwvXrxgzJgxvHv3Djk5OdLT00W4tq6ujgkTJnD37l2cnJyQk5MTDkN5eXkSEhIICwvj0qVLYhIYFBTEhw8f2Lp1K0uWLMHZ2Zm5c+ciLS2Nrq4uysrKAkewZcsWTExMBDJDIpFQVlaGtrY2np6egknWG0aNi4ujtraW/Px8mpubsbW1ZdSoUQQEBFBeXi7+i42NZfPmzUhJSWFsbExSUhLl5eUicFtfX4+MjAx9+vQRSisdHR3gvxy8XrHxyZMnGT9+PI8ePcLQ0FCIl3V0dNDR0RHMqs2bN2NoaIiCgoKo/BsaGmJmZsaRI0cICwvDwsKCnJwcAPz9/TEwMOD58+c0NDTg6+uLj48PcnJyVFRU4OzsTHJyMkFBQTx69Ij169dz5MgRQkNDKSoqorW1lZ6eHvGA6l0R6OnpsXTpUi5evAj81x7Q0tLC6NGjhcC+txyhqamJnZ0db968wdDQECcnJzo6Ohg8eDA2NjaYmpoKKfHp06cpLCxky5YteHt7c+LECbF+unPnDjdu3GD69Ol0dXUxfvx4ASF1cHBgzJgxNDc3ExwcjKGhIba2tty+fRsHBweCg4MZPnw4Dx48EJPC3ubb3bt3SUtLo6CgQLCMel2HMjIymJmZoaioSGNjI1VVVULoPH78eBF+VlVV5aeffhIKKHV1daqqqsTE0dbWVhw4Ojo6SEtLY+fOnUhLS3PlyhVUVVWJj4+ns7NTTPF6PYSLFi1CUVGRwsJC8vLyhMR6xYoVTJ48GRUVFQwNDcnNzcXc3BxpaWmys7NxcHCgqamJa9euiSbv1KlT+fLlC1OmTBHfV1tbm0Ab6Ojo0LdvX27duoW2tjZz586lqakJHR0dATKVkZFBWloaKysrFBUVsbCwYMeOHdja2rJ582bevn3Lr7/+SnV1Nbdu3WL9+vVcuXKFjx8/ioarRCKhvb2dxsZGmpub8fX15fjx4wLeKysry8KFC1mxYgV6enqUl5fz+PFjzpw5Q1RUFJmZmbx584YpU6YgIyNDS0sLEyZMYNeuXeTk5IhtgKmpKa9evSIqKoolS5Zw7Ngxli5dKnyPY8aMoba2VnwPHz9+JDY2li9fvrB06VJevHhBTEyMuGdERETg7OxMQEAAL168IDs7m+PHj6Ojo0NXV5f4Ljds2MCJEyfIzs5GS0tLQGzfvn2LhYUFqampaGtrU1dXR09PD/b29qSmporp7ciRIzl37hwhISHMnTuXH3/8UZDvGxoaKCoqwtTUlIMHD4pIR2BgIO/fvyc3N5fMzEwGDBjA69ev8fLyora2lg8fPlBSUsL3799Zvnw5ABMnTiQjI4Ouri7MzMwoLCwkJSWF8vJyamtrBaw7ICCAqKgo1NTUiI+PF9sZc3Nz1q5dy+LFi4mPj+fFixfY2toKFWG/fv14/fo17u7uREREcOrUKRYtWsTmzZvx9vYmICCA7Oxs0YDvjYqYm5tjYWFB3759UVdXF2zEp0+fcv78eezs7AgNDWXixIkcPnxYTOdSUlIwNTVFXV0daWlpVFVVxZanvr6e2NhYAgICMDAwoKSkBE1NTfbs2YOenh6PHz9m4sSJfP78GV1dXXR1dVm/fj2lpaXEx8fz6dMnBg8ejIuLi9D29dpeeg/tP//8M9HR0fj4+KCurs7q1asZOnQot27dQl1dnYaGBl68eCGmhMbGxsImYmpqSlVVFe/fv//H9fm/XufPn9/o6OhIv3796OrqEnXcgoICgRzo6Ohg2rRpeHl50ctcq6mp4datWzQ3N3P06FG0tbXx8fFBUVERBwcHlJWVOX/+PLm5udTW1vLt2zfc3d3R19fn/PnzzJw5kx9++EE4IHszVCEhIVy6dImXL1+irq5ORkYGWVlZDBkyhOfPnwuZdy8QsaSkBF9fX27dukV0dDQ6OjpUVVXh5OREaGgoY8aMobGxEUVFRWpqagTc1Nvbmz///JPGxkaGDx9OdHQ08vLyYnW1cuVK/vzzT44cOUL//v0JDQ3F3t5eCLX/T7ZVYGAgRUVFVFdXixvB77//zvHjx1FTUyM8PJx79+4RGRnJ4MGDqa+vx8nJCXt7e9F2Kioq4vXr15iYmAgnqqamJjt27EBHR4fx48eLhpmamhoLFy5kw4YNWFtb09zcjKWlJXv37mX79u0MGDCA69evk5eXR0REhEAQqKmpCeWMgYEBSUlJjBgxgrt37zJo0CBcXFy4cuUKLi4uJCYmkpmZydq1a8W/gezsbKSlpeno6GDGjBli2vf9+3fi4uIYPXq0mDZdvXqVnp4eEhMTiY2NJSkpSXClvn//zrBhw9i3bx8ZGRkYGBgImGJwcLC4mb99+5bg4GDevHlDQ0MDly5dorW1FRsbGyorK4mOjhYUbC8vL6ZNm0ZpaSnLli2joKAAd3d3Tp48KVa8Li4uDBs2jP79+yORSJgyZQoVFRUkJCRQUVHB9+/fUVdXp6mpCVtbWxQVFYmOjub58+fY2Nigra1NbW0tkyZNwsDAgMjISJFr6cXJSCQSvLy80NHRYcWKFQQFBVFWVsarV69obW0VU8SmpiZcXFxISUnh0aNHAo3w+fNn1NTUUFBQECqWzMxMrKys6O7uxtDQkPb2doYOHUpmZiZZWVl0dXUxZswYDA0NefnyJWVlZURFRfHzzz9z8OBBnj59ioWFBSdPnmTu3LkYGxtTX19PS0sLz549w8XFBR0dHfLz83FxcREmjAMHDhATE8PatWvZsmULc+fO5d27d1RUVHDv3j0cHBw4e/askDhv3bqV8PBw9u/fz/79+3n06BFr1qxh8uTJIlfp6upKS0sL8fHxIhfX2NiIra0tgYGB6OnpCR5dSEgIrq6uKCoq0tHRQXJyMm1tbaxevVo0XyUSCU1NTZw4cYIdO3YAcPPmTaytrZk/fz7Kysrk5uZiamrK7t278fHxobi4mEGDBhEZGYm9vT329vZcuHCBiIgILly4gIGBAWZmZty5c0fgIj5+/MiSJUvw9/fnxIkTXL9+ndDQUNauXUtlZSUeHh4kJCQwbtw4hgwZgo6ODpmZmfTp00eAeB0dHfnjjz+QkpIiPT0dMzMz1q9fT05ODpMmTeL333+npaWF6dOnM2/ePN6/fy9+O8nJySJ7FBMTQ1RUlPDp9sK1w8LCSEpKwtPTk4EDB7J//36mTJlCeHg4FhYWlJSUEB8fT15eHl++fGHr1q0YGRmRkJDA9evXiYyMRE5OjoMHDzJlyhS+ffvGiRMnmDt3LpqamsJXW19fT3t7O1FRUdTX15OcnExoaCitra14eXnh5OSEkpISu3fvxtPTk+nTp7NlyxYuXrwofg+9sZbc3FyxRh4zZgxFRUVUVFTw448/Ymdnx+DBg1FXV+fmzZu0tLRw48YN/v3vf2NqaoqMjAw9PT2MGDECZWVlbt26haqqKsbGxqiqqlJQUEBdXZ0Qo0tLSyMvL4+3tzepqak4ODiI9auWlhaOjo5UVlYyd+5curq60NTUZPbs2eTn53Py5EnBj1RRURGNUzs7O8zNzTE3NxcN0wcPHojYhaurK7q6uvTt25eWlhYWLFjAn3/+ya+//sqjR4/w8/Nj9uzZTJ8+HTk5OVxdXVmwYAEnTpxg+fLlFBYWUlhYSHt7O0uWLOHVq1dYWFiwevVqMjIysLCwQEFBgadPnzJ58mRMTU2xs7MTQ4Ds7GwyMjL4888/xfc9YsQIrKys6N+/P5s3bxa/91evXjFu3Djs7OxYtGgRM2bMAODEiROoqqoyefJk5OTk+OOPP5CWlsbf35+EhAT69u1LcXExLi4u9OnTh19++YXY2Fg6OztFpi0rK4t///vffP36lSFDhnD+/HkqKir+eVH7X6/ff/99o5GRERUVFXR2duLk5CQeNlZWVnh4ePDu3TuhX7K2tiYtLU1kJTZs2MD8+fPJyMggIyODGzduMHjwYHbv3s3s2bOxs7NDXl5eUK5zcnIET6i+vl6cyB8+fMiGDRsYO3YsmpqahISEEB4ezuHDh3FwcEBKSorCwkI+f/6MRCJBQUGB9vZ22tvbRW5LXl6eYcOGiVOnrKwsiYmJZGdnU11dzYABA9DQ0KCwsFDc5GfMmCF+cL0TgRs3bgjsRnp6OpqamtTU1FBaWkpGRgazZs3C19eXwsJCodfqZVgpKChw+fJlfvjhB7Zs2YK9vT06Ojp8/PgRWVlZ6urq+PPPP2lvbxcPbHd3d2bMmIGtrS179+4VwnVra2s+ffqElZUVsbGx+Pn50drayvfv39m5cyfr169n5MiR2Nvbc+jQIYYMGcL79+/ZvHkz5ubmREZGcuvWLd6+fcuYMWOYPXs2iYmJ4uVuwIABxMbGYmlpKTJeioqKpKam8vPPPzNq1CgOHDiAnJwc8+fPx8nJCUdHRywtLfn777/JzMxk5MiRlJeXM3z4cKqqqrCxscHCwoLMzEzCwsIEg0tXVxdLS0vBQGtvbyeWsXMiAAAgAElEQVQ6OpqOjg4CAgLIz8/nhx9+QEFBgdGjR6OhoUF6ejry8vICIfHzzz/z/PlzDA0NuX//Pj4+PmzZsoX4+HjCwsIwNjbG09OT3bt3C3VQ3759yc/Px9/fHwUFBdatW4eamhqHDx8mODiYFy9eiNN0VVUVvr6+VFVV8cMPPwh7wqhRo9DT06O6upq0tDRCQkI4c+YMY8aMoampSbCDXr9+TXNzM+3t7UK1NmnSJGbOnImVlRWqqqrY29uLiaqDgwNnzpxh4sSJAEKls2TJEvbs2YNEIiEuLo4hQ4aQnZ2NoaEhJSUlNDU1oa+vj5WVleB/9Z5QY2JiyM3NpaysjIiICDEdOnbsGJ6engDcuHGD1NRUPDw8ePjwIfv376eqqorQ0FChPDI1NcXIyEgw9JYuXSqiEJMmTeKvv/5CSkpKZKtKS0sxNjbGyMiIZ8+esWLFCoKDg0W+8P+kshcXF6OoqEj//v0FEFRfX188hNra2lBQUMDPz4++ffty7tw5Zs6ciZGREWvXrmX16tX4+/vT3NzMyJEjMTc3R0NDQ/haf/nlFxITE1m8eDEZGRm0t7fj4ODAkCFD2L59O1OnTkVKSorS0lIePHhAWFgYtbW16OnpMXz4cHbv3o2VlRUjR45k9+7dIuO5dOlSenp6mDx5MtevX+f+/ftIS0sL20p3dzdv374VgF4nJydKSkr4+vUrEolE5OK8vLz44YcfRBTCxsaGuro6Kisrsba2prKyktbWVvT09NDX16ehoQFjY2MGDx6Mnp4eCgoK/PXXX/znP/8RWxAvLy/CwsKQlpbG0NCQrVu3Ym5ujo6ODgYGBvj7+6Ouro6zszMaGhqYm5tjY2NDa2srYWFh3LhxA1VVVcLDw1FXV6empoZdu3YJ9uX9+/fx9/envr6exMRE4c7NyMjA2tqaFStWEBAQgIWFBbt27aKxsRFZWVlWrlwJ/DcrKy0tjba2NgUFBUhJSQnV2e7du6mursbJyYmioiIx7ZaXl2fXrl0i16qsrIyBgYHQaWlpadG/f38uXryIsrIyZmZmfP/+HTk5OWpra1mxYgUvX75k/fr1DB48mC1btjB//nwKCgpob28nNzeXnp4eOjo6hJd51qxZZGdno6SkxIwZM5CXl2fQoEGsWbOGN2/eMG3aNBQVFTl79izq6up8/vwZGRkZGhsb8fT0RFFRUWRC/f39hZIvKSmJrKwsAgICCAgIYPbs2fj5+bF8+XJhBjl58iRv3rxhy5Yt+Pv709jYyNOnTxkzZgzFxcXigDFq1Cg2b95Mbm4u4eHhwjObnp5OYWEhMjIyyMvLc+7cOaZNm8bhw4eZNWsW1dXVvHr1irq6Ou7du0dJSQlLliwRCI1+/frx4sULSktLWb9+PUVFRezbtw8LCwsGDRrE4cOH6enpEQeg1NRU8S4gkUhQV1cnNzeXadOmMXLkSDQ1Neno6MDJyQl1dXXk5ORYs2YNHz9+pLy8nJqamn9Wn//rtW/fvo3Dhw9nyZIlfP36Vagljh8/LnQUDQ0NXLt2jYKCAjIzM1FSUkJaWprt27cLh2RxcTFr1qxh69atwoN57do14bvMzMzkzp07tLW1ER4ejr29PUOHDkVWVhYrKyssLS1paWnh3bt3dHd3s3r1aoyMjNDU1KSoqIhdu3axfPlyDh48yK+//sq1a9eEY6+srIzMzEyGDh2Kubk5Hh4elJaWUlZWhq6uLsOHD8fd3Z28vDyUlZWZOHEiz549o729XTyQXr58ibW1NSUlJUJ6XVxczJIlS4TuqrGxEYCsrCz+/vtv9PX1iY2N5eeff+bTp0+kpqZib2+Pi4sLVlZW3L9/n+PHj2NgYMDbt28FpPHVq1c0NTUxfPhwysrKhGKmd2LXe7M5ePAg27Zto6qqSrTDjI2N6ejowMTEhEuXLtHT00P//v25cOGCCN/2+vOWL1+Oubm5OOGXlpaKFUB5eTkjRowgNTWV69evs3XrVvz9/fHz88PMzIzOzk5Wr16Nt7c3Hz9+JC4ujs7OTv766y9MTEwYOXIkLi4u3L9/nz59+nDx4kUMDAxoaWkRwdjy8nK8vLx49eoVfn5+jB49mqioKB4+fEh3d7doyvZSrbW0tMTUpKCggN9++w13d3e2bt1KU1MTsrKy1NTUCMF379qjV+rs6+srZPfTp0/n27dvVFVVMW7cOPLy8vDy8iI6OprIyEg+f/5MS0sLQUFBbNu2jU+fPjF8+HC0tLSwtbUlNjaWoUOHYmpqyuvXr1FRUSE1NRVlZWXx+b99+8bRo0dpa2vD1dUVbW1tQkJCeP78OefPn8fX15fr16+zZMkSwTzqzev0MpMCAwNJSkrCwcGBgoICPn78yKZNm0hOTmbHjh00NTUxePBgmpubqa2t5eDBg1hZWSEjI4O6ujp6enpCOt7U1ISzszOmpqZcvXqVoKAgqqqqKCsrw9nZWayRJ02ahKGhIUePHmXVqlV4e3tjYmICwKdPn4iMjOTcuXMkJCSgra2NlZUVampqvHr1isbGRhGODw4OJjs7GycnJ44dO4axsTG+vr7s3r2bX3/9FRMTE969e8f27dvF3/Hly5d59uwZFRUVVFVVYW9vj4WFBQcPHiQ0NBQtLS3y8/Px8/MjOTmZsrIyUlNTGTp0KHv37sXNzY2srCykpaXFC0N3d7eAGoeFhQn3ZX19vXiRfvr0KXp6ejx9+lS8NE2fPh0pKSn69u3L9+/fefHiBY8fPxaaMiMjI3EP8PLy4tGjR5SXl7N9+3aRyeud7J86dYpr164RGRnJli1bWLZsGRoaGmhoaIhVeEdHh/h8vVNiMzMzzp8/z6pVq6ioqMDExIRx48aJF4mioiLk5eUZM2YMf//9t1CmqaiocO/ePTo6OtizZw+urq7Y2dlhaWlJZ2en4ExKJBJiYmJQUFDg48ePHD58mBs3bnD27FlSUlJITU1FXV2dRYsW8fz5cwICAli3bh12dnasWbOGp0+fChpAdXU1q1atEvYAOzs7zMzMuHr1KqdPn0ZXV5c7d+5gaWnJmjVrmD9/PtevXxeauYCAAPT09Lh27Rp6eno0NTVx7tw5Fi9ejLe3N1VVVYwePZpHjx4xduxYvLy8WLRoETo6Ohw8eJCbN29SVFTErFmzeP/+PX/99RcvX75k586d9OvXTxwYDQwMxIu7qqoqAwYM4ObNm4wfP56UlBTx5w8fPsTb2xsNDQ3GjBmDnp6eMNTIysqSnp5Ofn4+OTk5NDU1cfz4cfz8/Bg7diwBAQFcvXoVRUVFvnz5QmVlJVFRUcybNw9DQ0MCAwNRU1MjJSUFd3d3SkpKiIiIoKmpifT0dCQSCYaGhujr65OdnU1oaCijR4/mxYsXIgPcexCSkpKivLycOXPmsGfPHszMzPD29mbixIlIS0sL8PTWrVvJysoiOzublpYWLC0tWbFiBd7e3oJIYG1tzciRI1FXV2fjxo1iYv306VOePHkiwLTl5eX07dsXIyMjYZMxNjZm0KBBnDx5EmNjYwYOHMi7d+94+vQpxsbGuLm58ebNGzEVHzx4MCNHjhQ2jevXr7N//36cnJz47bffUFJS+udF7X+9duzYsfHGjRu8efOG4uJiFixYAMCLFy+QSCTk5ubS3d1NdXU1jo6OYsyuoaGBhYUFnZ2ddHV1MWXKFNrb24Xna82aNWLV1OujDAoKoqOjg6SkJMaOHcv27dvFHv78+fNkZ2dTWVmJn58fkZGRIkvQ0tIiRLkjRowQ8FR3d3dyc3OZMWMGQUFBNDU1kZiYiKamJrdv36Z///5COVRfX8+bN2949+4dv/32G25uboSGhpKSkoKZmRlXrlyhpqYGKysr6uvrcXd359SpU9TX15OWlkZYWBh6eno4OTnh5ubG2rVr2bt3L1ZWVpiamhIdHY2mpiY+Pj60t7dz+/ZtLCwsBA5ESkqKq1ev8ubNG3bu3Im3tzfy8vICVjhw4ECWLFmCpqYmGRkZLF68mPr6ekG+VlZWRktLCxUVFeTk5CgvL8fJyYnOzk6UlJTEd/jkyRO2b9/OhQsXMDU1RVpams7OTgwMDEhJScHe3l74WBsbG7l8+TKLFy9GUVERDQ0NmpubmTx5MoMGDaK0tJSDBw9iYWHBmjVrqKioYNGiRTx69AgnJyfgv9BjDQ0NnJ2dUVFRwdraGmVlZQYOHEh1dTUPHz7EwsKCrKwsfH196erqorW1FQ8PD/T19TEyMsLLy4v+/fsLBEJ5ebkImktJSbFhwwbS09PR1dXlzz//5NKlS6xcuVIEtm1tbRk6dCjHjx/H1taW58+fk5mZiaysLBMmTEBVVZUrV67w7t07ZGRkWL58OUZGRmLyFhwcjJ+fH6tWrRIy5t4MYy+qoNfAERUVxY0bN3B2diY7O5sJEyYgLS3N9OnTsba2RkpKiqysLI4cOSJeZidNmiRI9KqqqqSmpqKoqEhtbS1Llixh4cKFnDx5kqlTp2JkZERMTAzKysosW7aM4cOHIysry9q1a1FUVBRlhu7ubhwcHKitrRUPo48fPzJnzhyuXr3KqlWrsLS0ZMeOHVhbW9Pb7E5PT+fGjRs8efIEMzMzTE1N2bt3L1+/fmXQoEE8e/aMM2fOUFxczJcvX4THb9CgQairqxMYGIi/vz8vX75k0qRJbNu2DXl5eQ4dOoSBgQESiQQpKSnWrVvH2bNnGThwIM7OzgwcOJBLly7R1dXF3LlzUVFREST0oqIiIZsuKysTUYBXr15RVFTE7t27aWlp4ebNm+jr6zNmzBgaGhoYPHgwHz58oL29ncjISCwsLEhJSSEjIwMvLy/8/PyoqalBQ0ODgQMH0trayrt37wgNDcXX11fkzXoNEOXl5QQFBfHx40eio6PZvHkzo0ePJiwsjKtXrzJ37lwcHR1xc3Pj4cOHeHh48OjRI0JDQwEwNTUlIyMD+G8G8fbt22RkZLB9+3aePHlCTU0NeXl5DB06lIqKCgoLC+nbty8lJSV0dXVhb2/PvHnzRLN88eLFvHr1CmNjY0pKSggICBBT8JEjR7Jq1SrCw8NJTk5m0KBBtLa2cuvWLS5cuEBdXR0dHR10dXXR2NiIubk5ly9fZs6cObi6urJu3TqioqKorKykoqKCyspK5s+fD0BmZiY6OjpUVFQQFBSEv78/b9++5cuXL5w9e5anT5+Snp7OtGnT+Pbtm6DNh4WFYWNjQ1tbGzo6OmKSqKyszPjx4wW539DQEE1NTaSkpBg+fDjt7e3COtFrnNmzZ4/II8rJyWFubk5YWBgmJiakpKSQkJDAgQMHCA4OZvfu3ZSVlVFfXy8iGq6urgJ6nZiYKGwIL1++pL6+nj59+hAQEEB8fDyVlZUoKSmhpKREY2OjwFP1blmcnZ0ZMWKEKM/Z29sD/z2wL1iwQEBwR4wYwZ07d8QGZu3atdjY2IgX80OHDuHo6Iivry+HDh1i9OjRNDY2oqSkRFJSEpWVlWhoaCCRSBg5ciS+vr6EhYURHByMlpYWUlJStLW1ERgYSFxcHG1tbeTm5pKQkICSkhLDhg3D09MTeXl5lJWVRZxFRkaG+/fv8+DBA16/fs3YsWO5d+8ehw8f5uLFixQWFqKmpsaKFStobGxEXl5eDBqCg4P5/fffCQ4O5tOnT5w4cUJMt/Py8hgyZAhdXV28fv2aCRMmkJ+fT1ZWFuXl5RgZGXH69Glev36Nra2tcFVXVFSwd+9eTpw48c/q83+9NmzYsHHt2rU0NDSwbNkypk6dSp8+fUQAsbKykgkTJnDr1i2sra1Fo7G2thZ9fX3mzJlDYGAgZ86cYcSIEeLlyNbWltTUVNFsOXDgAMnJyfzwww9MnTpVrDxqamro16+f4ElNnTqVzMxMmpubuXnzJnl5eZSUlNDd3Y2ysjIXL17ExMSE+Ph4pKSksLOz49y5c1RXV+Pg4MDly5eZPHky6urqTJ06lXfv3nHt2jVu375NcHCwqJdHRERw+PBhkX/rdRNaWlpSUFBAZWUlEolEaGasra1RVFQkIyODAwcOsHz5cnGDy8/PF0WEI0eOiB9WbGysKDJUVlby/ft3Ee4FkJGRobOzk3HjxrFr1y7xXY0bN44nT57Q3d2NkpISX7584f3794waNYq8vDza2trEdG/gwIGcPn1aUPRnzpxJUVGRYHz99ddfeHl50dLSwufPn3nx4oXIWejq6jJ79mweP37MwIEDKSsr48CBA+LH2+tr27x5MwoKCmRnZ4vK+enTp8WoXV1dnUuXLmFjY0NAQABz5swhLi6OI0eOcP/+fVavXk1sbKxoLfUaChQVFens7KSnp4eYmBg+f/6Mj48PysrKmJubY2dnh7S0NJs2bWLHjh1UV1eLB8z9+/c5ePAg8fHx4oGelZXFjBkzSE5OZsaMGbi7u4sw8saNG7GyssLd3Z39+/eTlJTE9+/fkUgkqKioUF1dzfr16zEzM+Phw4coKyuTn5/Pq1evGDt2LE+fPmXfvn3ExMRQXV2NjY0NKSkp/Otf/xIrRYDY2Fi0tbWZOnUq+vr62NnZ0dDQwC+//MKMGTNYtmwZNjY2+Pn5ERYWxr59+9DV1WXq1Kl0dXUhLS3N48eP0dXV5cqVK+LlrKOjA0VFRTw9PRk+fDgtLS3k5eXh4uLCrl27uHnzJmlpaaJdKyUlhb29PUZGRly8eJHm5mY8PDyoqqpiypQpTJo0CX9/fzZs2MC//vUvRo8eTWZmJj/++CM2NjaEhYVhamqKj48PDx48QF9fn927d6Onp0dMTAze3t6YmZkREhJCeXk5zs7OnDx5Ej8/P+zs7NDS0sLBwYGsrCw+fPiAsrIy5eXlzJ49W/xuJk6cyPXr15GVlSUkJISkpCSSkpLw8PCgtbUVd3d3bG1tSUlJQUtLCxMTE+GFTUlJwdnZWWjv0tLSePjwIY8ePaKhoYH09HTGjh1LZWWlsGukpqZSXFzM0KFD+fnnn5k4cSLV1dWoqqpiYmKCuro6BQUFjB8/ntOnT7NkyRLevHlDWloasrKySCQSHB0dBcsqIyODdevW4efnJzRyS5cupbCwkMGDB7Nu3TrRqJs2bRrOzs7iPubi4kJNTQ0NDQ0kJSUREBCAs7MzkZGRnDlzhvj4eL59+8akSZOora3l2rVrQgXWiyjy8fEhOTmZTZs28ezZM4KCgkRezsDAACkpKVpbW/n27RudnZ08e/aMRYsW0a9fPxobG1mwYAE3btxg9OjRaGtrs27dOqytrfH29kZXVxc3NzekpaXFgejChQts2rSJ8ePHM3HiRB4/fkxERATq6uoEBASQkJBATk4O586dw9bWloULF5KQkMCcOXOER/ivv/5ix44dyMjIoK2tTWlpKTY2NqSmpjJ8+HCKi4uRlpbGx8eH1tZWysvLyc3Nxd7enkGDBvHq1SvhuLSzsxNas8DAQKqqqhg2bBinTp2irKwMJycngoODBSesoaEBNTU17OzsqKiooF+/fpw9e5by8nK0tbUZP348zc3NdHV1sX//fsrKyvDy8uLZs2ckJiby6NEjgcUoLS1FRUVFmF5UVFSoq6vD19cXNTU1fvjhB549e8Zvv/2Gl5eXwAlpaWmJHFxpaakYWvRmy9ra2tDV1RWlq4kTJ/L27VvU1NS4f/8+kZGR/PHHH9TW1hISEiI8yF+/fsXU1FS0dt+/f4+2trbAEdnY2KCkpMT8+fM5ffo0Hz9+FC+Kc+bM4caNG0RGRhIQEMDXr19FO9XZ2RkbGxvi4uIYMGCAyKidP3+e9PR0wd6UlZUlNjYWc3NzJBIJffr04e7du9TW1uLt7U19fT0xMTHMnz8feXl51NTUOHr06D8Ttf/1Onfu3MZJkyZRX1/PqFGjSExMxMXFRVTde08oY8aMEcDB9vZ2rK2tMTMzY9q0aSQmJuLn54eGhgYNDQ0EBwcLBYm6ujrV1dWC3RIRESEeBuXl5SxbtgyJREJOTg4jR44UkM4dO3YwduxYBg8ejKOjIzNnzsTY2Jju7m6CgoJEIzInJwd5eXn09PQoKChAXl6e9vZ2Ll68SGRkJFOmTCExMVGIcXsD59HR0axcuZIhQ4Ywa9YsRowYIVapPT09nD17lkGDBjF9+nS+f/8uFFTa2toYGBjw7t07nJ2daW9vJzs7m23btrF9+3YOHz6MjIwMiYmJODg4MGLECMEgMjAwQEVFhc+fP5OWliZahr3h8F7u1LZt28TDPCEhAWVlZRwcHDA3NyczM5Nv377R2NiIm5sbd+/eZd68eUgkEpYtW4adnR1GRkakpaWJVm10dDSjRo2iX79+/Pzzz2hoaKCjo4Oenh579uwRN24lJSU8PDzQ0tLC1NSU4cOHM2bMGIKDg9m5c6dokyorK6Ojo4OxsTFdXV1s27ZNlB5Gjx7NunXrRMZv3LhxnDt3DllZWc6fP8//x957RVV99eHWk6703tlSpCMoRZQiVqxYUMGGJWqwJDEao8ZuijHF3mNBjRKxIaBiQ0VEQQQFUUBAehVk0zuci/ewxjlX57054xtnfFljOLxBRdh/9lrr9zxzTpo0CVlZWUxNTbG0tBTgyr4sVHp6OmVlZRw4cABFRUW8vb3x8/Pj7Nmz/PXXX+jp6VFdXY2xsTGTJk0iPz8fLS0tLCws+Oqrrzh9+jSBgYE8evSIiRMnYmJiwvjx43F1daWiooJTp05RV1dHfX09XV1dKCsr8/vvv+Po6MiTJ0/Q0tLi0qVL7Nq1S3DL+mTifcLxvvq6gYEBHh4eAq4KcOLECQCBmThw4ACzZs0iMTGRL7/8Ei8vL+7cuYOdnR0XLlxg7dq1YowZGhrK3bt3aWtrY8WKFejo6KCpqcnhw4dxcnKiqKiIX3/9lYCAACQSCaqqquTk5Ai/aGhoqPg8qqurhS+2oaEBLS0t4uPjmTdvHkVFRVy+fJkTJ07g7u5OR0cHV65c4auvviIxMVE0dPv8u3/88Qd5eXls374dQ0NDhgwZgq2trdCmqaioMGHCBHx8fJCRkUFFRUWMTQICAoR4WlZWFhsbGwGw7WNm9WEBZGRk6O7uJiYmBltbW2xsbNDS0uLZs2e0tLRQUFDATz/9hI6ODhMnTiQ1NRVnZ2eOHTuGvLw8c+fOZcWKFezZs4cFCxbw+fNnMjIyqK6uxtfXl/v37/Pbb7+xb98+8vPz8fb2FsBqXV1dfv31Vzw9PcnJyWHHjh0AtLS0iHH4xIkT2bdvH1OnTqWhoQFPT09Gjx5NdnY248ePJzQ0lEGDBnHhwgXi4uKwsLBARUWFzs5O0X4rLS3Fy8sLXV1d9PT06NevH42Njbi7u9PV1cXZs2fx9/cnIyODDx8+8OzZM6KiokRez8LCgvz8fCZPnswPP/xAeXk5kydPJiEhgS+//JLt27cTGBhIeHi40JzV19cjIyNDQEAAjx8/pqCgQEw2HBwcGDNmDJcvX+bHH38kJCQEPT09fH192bt3rxDWf/HFF+zcuRNtbW2ys7Opr6+nvr4ed3d3LC0tBXuvtbUVNTU1urq6GD58OM7OzqIMUlhYiK2tLfAfZ622tjbd3d0CKePg4EBJSQlz584lJSUFZWVlPDw8SE9Px9bWlt7eXnR1dYmOjmbChAno6ekBoKenx7Nnz3B2dkYqlYoWc58Pube3l7y8PKytrUlISMDBwUHw7L788ktGjx6NpqYmp0+fZuzYsaxYsQIXFxf8/PzQ1tZGT0+PzMxMvvvuO06ePMmsWbNob29HT0+PlpYWiouLaWhooKGhAVVVVdrb23n//r046Pbr149t27ZRWFhIUFAQz549Q0dHB1lZWYyMjHj48CFtbW18+vQJfX19xo8fL3ibrq6uXL16VURbMjIyCAkJwdnZmfv379PW1sbIkSNJSkrC399fNOR9fX15/fo1R48epb29ncWLF1NeXs7FixeZO3euKLj1jfj7xvaGhoYoKSnR09MjPM+6urrcunWLgIAATE1NUVVVZfLkyVRUVLBq1SouXryIsrIymZmZXLp0ifb2dsrKygRcWV9fnwkTJvD582diYmJEm//vv//+d6P23659+/btLCoqwsTERMiCz507R1tbG5WVlfj6+iIvL09RURFBQUHk5eVRUFDAqlWreP36NUpKSmhqajJx4kQ+f/4sTtx9gNy2tjZevHhBdHQ0FhYWKCkpYWlpyePHj+ns7KShoYHS0lI+fPggguVOTk64urqipaVFd3c3srKypKWlUVBQQEBAAKGhoUKCe/ToUVRVVbl58ybr1q3j2rVr+Pn5kZWVxadPn1BVVWXLli3MmTOHuro6lixZgpmZGYaGhjg7O/Prr78yaNAgwsPDkZOTY9y4cURGRvL777+TkJDAgAEDMDAwEBvPwsJCxo4dK6rnACEhIaSnp/PixQvU1NSwtLSkuLgYeXl5cnJyMDIyYu7cueTm5iInJ0dZWZnwoCUnJwvA4MyZM3FwcEBJSYmIiAhWrlwpILd9+RkFBQVaWloIDQ0lKysLRUVFhgwZwtWrV5k8eTJqamr4+Pjg4uIifnV3d+Pr68uHDx/IysoiLi6O1NRUvvnmG6ysrEhMTGTt2rVER0djbW0tHH59Nx8mJiZ4eHiQlpaGi4sLKSkpSCQS5OTkePLkicjb9evXj82bN3Py5El6e3tJuH2b/PBw7t+6xfe//oqTkxPbt2+nsbGRUaNGCYTK/fv30dTUJC0tTcBor1y5QlRUFJcuXcLJyUncAvb9/+7evUt9fT2WlpZIJBJ6e3vp6OggPT1dIB6GDBnC77//TkhICEFBQfzzzz8CAdFnPwgKCsLb2xt5eXmxkdDV1SUjI4PXr18zfvx44uLiGDt2LK9fv6alpYWcnBxGjx5NWFgYCxYs4KeffsLX15fu7m4mT56MnZ0df//9NzY2Nnz77bdUV1czY8YMUeEvKCjg6dOnBAYGEhsbS3x8PLt27RJ5s4CAAA4dOiQkzH23T1KpFB8fHxYvXhznLXUAACAASURBVExwcDCxsbGMHj0aOTk56urqOH36NJMnTwagt7eXn376ifLyclRUVNDQ0ODLL79EUVGRyspKbt68iZubG6tXr6ahoQEzMzNqa2t5/vw57u7uaGlpiZBwX5Dc39+f1atX8/jxY4qLi7l37x4RERF8++23ZGZmcu/ePQYNGiRO4kpKSuIGsY/vJ5FISE5OZujQoWLj0dHRwblz5/D29sbFxYVTp06hpKREVFQUT58+ZcGCBfj6+lJRUUFNTY1gcC1ZsoTe3l6WLFlCbm4uTU1NPH78mPnz57Nt2zY6OzvZsmULQ4cORVFRUbgzra2tmT9/PrGxsXz11Vfs2LEDX19fEhMTqaysZMSIEaSkpFBUVCTeAM3MzCgrK6OxsZHIyEg2bNjAkSNHKCgooLGxkcbGRmxsbEhKSsLCwoJ9+/ZhYGBAbW0tHR0dJCcnU1BQQGdnJxEREWhraxMREcGjR48YN26cQHnU1dUhIyODm5sbzs7O+Pj4kJWVhY+PD6ampkgkEszMzAT6Z9euXdjb2zN//nwOHTrEsmXL2LdvHwkJCWzdupUVK1aQlJTEhg0bOHr0KJqamsLX6ezszIgRI4iKihLZSXV1dV6/fs0PP/zAN998I6Tv/v7+bNq0iVmzZjFp0iSioqLYvn07ly5dQklJibS0NGxsbJCXl6elpQU7Ozvu3r3LiBEjuHnzJlpaWgwbNgxNTU02btzIgAEDKC8vJz09nWnTphEQEICOjg4//vgjEyZMYMiQIWzfvh07OzsUFBQIDw9n7ty5wjmtrq7OzZs3SUlJwcPDg3379hEYGMjFixdxc3Pj2LFjnD17VgBcy8vLUVNTIy8vD4DKykpGjx6Njo4OcnJy4pauz0Th4+Mjylnl5eXExsaSnZ1NUFAQwcHBhIaGUl1dTU5ODrNmzcLBwUFsrPtMGYGBgSJCtHbtWiZNmsTx48dZvnw55ubmtLS08O7dO0pLS7G1tUVJSYnc3Fxqa2spKyujq6uLyspKxowZIw5NwcHBYvO/d+9evv32W5KSkrhx44Y4HK5du5a5c+cyZcoUAgIC0NbWJisrCy8vL7S1tXF1dWXRokXiPTs6Oho3Nzc8PT2RSqV0dnZy48YNEXcICwtj8ODBhIWF4eXlRU1NDc3NzXh5eXHv3j0CAwOxs7NjzJgxqKqqCktLcHCwGH2vXLmStLQ0vvjiC3p7eykpKeHhw4f/btT+23Xs2LGdHz9+5OjRo2hpadHV1UVaWhoKCgq0tbUxZswY3r59y5w5c1i7di1WVlaCvWJqasqDBw/w8PCgra1NzK1TU1NZvXo1T58+Fc3OmpoatmzZQk1NDbm5uUgkEiIiIrC2tmbcuHFkZGQIInN5ebnIvzU0NNDT0yP0Q+vWrUNNTY3Q0FDq6uqQSCQEBQXh4uLC3r178fX1JT8/H6lUKqjfjY2NdHR00NLSQlBQEEePHmXOnDmUl5djY2NDTk4OjY2NAg0SHh5Oeno6R44cobi4mBkzZuDl5UV9fT2jR48WAe21a9eyf/9+1qxZg5aWFgsXLuTHH39k+PDhIiz/6NEjvL29uXbtGqGhoQwePBhVVVWKi4tJSEhAU1MTNzc3zp8/T09PDwUFBRw8eJCdO3fy+PFj4uLiUFZWJigoiPz8fAwMDOjfvz+KiopkZmaioKBAbm4uycnJLF26FG1tbbS0tAC4d+8eJiYmxMfHk5KSQlRUFFu2bGHEiBF4eXnh4uJCdXU1q1evprOzEzk5OZqbm1FWVsbLy4ukpCR2795NUVERY8aMQUlJCW1tbUaMGMH79+9pamri5cuXbN68mWvXrhEUFISPjw8ZGRkUff01a589Q7esjDWA7N27ZBgboztggKDsP3/+nJqaGiGcXrhwISUlJejr6/Pzzz+LzXzfDVxjYyPy8vLcuXOH8ePH8+HDB7S1tZGTk2P8+PGYmJgwevRoMjIyyMjIoKamhiFDhrBmzRrOnj3LunXrKC0tZdWqVUyePJnW1lZu3brFyJEjaWho4Pbt2xgZGZGZmYmmpibGxsZs2rSJhoYGZsyYwfjx4/n77785deoUv//+OytWrOD69euiMSkvL09WVhZ79+7l0KFDSCQS4uLikJGRwc7Ojra2NgwNDYmIiMDc3JwHDx5gaGjI8uXLKSws5M8//yQgIIBnz54xePBgfHx8KCsrE7iWgoICxo0bh4uLC46Ojri7u/PPP/8wYcIEjIyMhBKrs7OT+Ph4JBIJPT09IlMTHR1NY2Mjw4cPJzIykkGDBjFo0CAxpk5PT8fc3Jz8/HyBi+n7mMzMTMzNzdHW1qasrAwnJye0tbUZM2YMWVlZJCcns3btWvT19eno6EBRUZHu7m7Wrl3L69ev+e6777CysuLq1ausX7+eiIgIKisrcXV1ZciQIfT29uLm5kZGRgZdXV0EBwcTFBTExIkTSU9P58mTJ6IcZGJigqenJ1paWuzfv1+0P2/fvk1HRwfNzc3MmTOH5cuXs2vXLuLj44mLi6OsrAwdHR1KSkrEa0NbW5v8/HwsLCwYP348N27cQCKRICsry6hRo0hOTsbOzo7e3l4KCgqYP38+tbW1tLe3s2zZMjQ1NQWfsC+TK5VKiY6OJigoSGwOurq6UFJSYurUqVy6dImSkhIxRlRQUCA/P5+YmBi2bNnC3r17OXfunDCUeHp6Ul9fz5QpUzAyMkJPTw8ZGRkmTpzI/v37sbe35/jx43R0dKCmpoa8vDxHjhxh9+7dLF++HDc3Nx49eoSbmxvq6uro6ekxevRobt26hYWFBRKJhJqaGrFR6wOe9ymD+tha8vLyjBkzhubmZpydnUlISGDMmDECHO7k5MTLly9ZsGABb968ITQ0lMLCQvT19bGzs2POnDm0tbVhYWEhUBL//PMPXl5epKWlER4ezpdffsmBAwd49eoV3t7efPz4EXNzcxwdHbl79y5BQUGkpKSgq6tL//790dTURF1dHU1NTV68eCHej/T09Jg+fTr29vacP3+epqYmZGRkePToEVu2bBEMtr6DUmFhIfLy8mhqajJkyBDKy8uRkZERwGAHBwdmzpxJbm4u9fX1jBo1irdv35KamsqrV694/vw5PT09rFmzhsuXL3Po0CFhUNDU1OThw4fU1tby/v173N3d2b9/P2ZmZkI11b9/f2RkZMjOzhai+a1bt6Kvr8+ZM2eYNm0ac+fOZc+ePXz+/BktLS0MDAy4d+8ebW1tyMvLU1FRwefPnxkwYAB1dXUEBwcjlUopLCykrq4OXV1d8vPzuXnzJrdv3+bnn3/m3Llz2NraMmPGDMzNzYmJiaGqqkpEEfomIhKJhKqqKvEzxMXFBUNDQ3Jzc3n8+DFqamqkpqaKA7COjg5SqZSuri7U1dUpLi5m1apV6Onp8ejRI9rb20lJSfnXTPDfrlOnTu2MiorixYsXaGpqoqamJt6IZWVlGTt2LFKpFKlUyqZNm0Qws76+nrdv3wqe2PDhw+no6GD//v34+/tz9+5d7O3tBWoDYPDgwdTW1orNz5s3b2hpaeHBgwciy1JQUICBgQEpKSkYGBjg7OyMqakpKSkp2NnZYWJiQnJyMvHx8SxatIjff/9dhIg1NDRYsGABzs7O2NraoqamRlFRETIyMnR1dSGRSPjpp59obm5GS0tLZLOcnJyYM2cOWlpajB07lq6uLpYvX865c+coLCxk6NChfPjwgeLiYjGqWLduHZMmTcLFxUUAavuwFjk5OeLhaW1txcfHh8TERD5+/Cge7r7mnZ6eHjk5OTg4OBASEoKRkZHIapSVlTFu3DgqKipwd3dn6NChBAQECNtAnwfT19cXHx8fTpw4IQLeWlpaVFdXM2jQIPLz82lqahI6q/79+9Pb20tMTAzffvstjx8/5u7du8yfP5+goCC2b9/OkSNHKCsrA8DBwQEtLS2amprIzMzE3t6eixcvUlRURE9PDzNmzODixYuMGjUKY2Njas+fZ3FZGS4tLewHDgIDmpqYWFKCzIIFDB8+nIcPH7J48WIBlf3w4QNv3rxhw4YNwtXZ2NiIpaUldXV11NXVcevWLRYvXkxra6s4LPzxxx+kpKQIQ4Senh4XLlzg7NmzeHp6Ul5eztu3bwkJCRGfb1dXFzExMYwaNYrW1lYKCgqEi1VbW5urV6+yZ88evLy8xAHhwYMHDB48mN7eXj58+MDgwYNFpm7ChAnic3B1dWXixInExcWRnZ1NcHAwxsbGJCcns3fvXqRSKZs3b6asrIzBgwdTWlqKk5MTFy9eZPLkyfT09LB582Z+/vlnZsyYQUFBgcjtyMnJsXLlSpydnampqeHYsWM8f/6cWbNmiSxbaGgod+7cYfr06YJ67ufnR1VVFb29vXz69ImCggJGjhwpEDpHjhxh7dq1GBsb88UXX2BiYoKDgwN+fn5YWVlRW1srGrAvXrwgODiYiIgIpk+fTkFBAfb29ujq6mJgYEBYWBgzZ85k3bp1PH/+HFlZWTHKSk1NxdHRkQ0bNoiNgbe3N5GRkUyZMgWAtrY2EhISKCoqIjo6mri4OJYtW4aBgQGamprCFxgbG0tERATTpk0jNzdXFFX6QMHr16/H0tISOzs7Bg4ciKmpqeAfpqamoqysLNqhfbDuq1ev8sUXXyAnJ8fw4cM5c+YM8+bN47vvviMuLk64FVevXk1cXByNjY388ccfaGtrC9/hlStXBK5EVVWVjIwMGhoa+Pz5Mx0dHRQXF2Nvb4+DgwM5OTl8/PgRAIlEgoGBgcCmrFmzhrS0NMF+GzVqFMePHyc1NRUTExMqKyt5/vw5nz9/prOzk6dPn6KoqIiRkRH5+fn4+/vTv39/kU0qLy8nPDycM2fO4OXlxbFjx4RirC+Gcu7cOTHm+/jxIwMHDiQtLU28cXd1ddHd3Y2GhgaGhoZcunSJH3/8UWRxpVIpixcvZvXq1QQFBbFlyxbxvPX09DB37lw0NTVpamoSBbWAgADR8i0tLRV2iObmZoyNjQEYNmwY7e3tglMYExMjbDjW1tbiICQrK4uCggKZmZksW7aMlpYWrly5ws6dOykqKmLChAnMnz+f4OBg9u3bJ2DmaWlpHDp0iJKSEsaMGYOZmRlpaWl0d3fj5+fH7du3qaioYN26dWzfvp3du3fj5eWFra0tkydPpn///lhaWhIQEEBUVBTl5eV4eXmJwtDUqVPp6urCzc0NR0dHnj9/TkVFBQoKCtjY2JCVlYW5uTkKCgo0NDQgKyvL/v37efjwIQ4ODiQnJ9Pc3MyjR49E1GL8+PFkZmYybNgwPnz4QGNjI/369UNJSYlx48Zhbm7Ojh07mDp1KgUFBSxbtgwtLS2B0Vi/fj3FxcX4+PgQExMjNolOTk6YmpoyYMAAUlJSmDdvHjY2NuTl5eHn54eTkxPffvstJ0+eFCU+qVTK8+fPuXbtGmpqanh4eKChoUH//v1xcnLCxMSE/Px8Xr16JZzHvb29vHv37r/aqMn09vb+X9j6/L+1Bg4c2LtmzRq+/vprIiMjKSws5KuvvuLQoUPAf/QmOjo6gjF16NAhnJ2dKSkpYcuWLcjKyiKVSgkNDSUmJgaAgoICjI2NWbFiBQCbN28mLCyMX375hW3btuHu7i5YXk+fPkVfX19kn9ra2sjIyGDz5s08ePAAVVVVAIYPH86zZ8/o7e1FRkYGCwsL1NXV2bJlC97e3mRmZjJjxgxOnz7Nhg0bUFJS4osvviA8PFw0saRSqWiwFRYWUllZSWdnJ5qammRmZrJp0yaOHz/OypUrATh//jw5OTnIy8szdOhQADo6Ovj48SPr16+nsLCQXbt2sXbtWl69esWECRMwNjYmLi6O6OhoVqxYQXZ2NllZWdjZ2REbGyu+HhYWFixfvhwXFxcRdgWor68nJiaGoUOHcvz4cfbs2UN0dDQxMTFs3ryZfv36AXDmzBkcHR3x9/enp6eHEydO4Onpybhx44TsOiEhgaioKObOnStaZurq6gQFBQFQU1ODv78/Dx8+JDs7G2tra1paWvjjjz+IiIjg6tWr6OjoiI2doaGh0Mf0kfpDQkKYNGkSa9asobGxEWVlZb55+JC/6urYW10tXmeKQClQHhPDZxUVBgwYwIMHDwCYMWMGd+7cYcyYMejp6VFVVUVDQwNv375FVlaWN2/eUFVVRVhYGNevX6e3t5eenh4aGhpYtmwZAFu3bmXr1q0cOHCATZs2sWnTJvbs2cPjx4+prq5mypQpwm7Qd/Pp4eHBvXv3OHfuHACXLl2iuLiYJ0+eMHnyZLKzs9HQ0MDIyIgbN26QmJgoXtN9mzaA48ePi+xNRkYGDx48YPfu3RgZGZGQkMCCBQvQ0NBAWVmZixcvCoClnp4eISEhfPz4kU+fPmFtbQ3A58+fGT58OOvWrUNXV5fW1lZ0dHRQVFRkzpw5PHr0iOLiYhYuXMidO3fE75MmTWL48OEAmJmZcfToUWpra/n06ZOgljs6OuLn54eMjAyxsbHU19eTm5vL7t27qa2tJSIigqqqKgAmTpwoogxNTU1YWlpSU1MjNgqBgYGkpqZSX19PamoqgYGB3L17l6qqKnx8fADETVNqaiqGhoaEhoayZs0a/P39aWtrQyqVkpqaip6eHq2treKm6H9dx44do7a2Fn9/fzw9Penq6hIZ0j6zwqtXrzh79qxoQpuZmWFlZcX+/fsB8PDwoLOzU6AJjh8/zo8//oinpyfr168nJSWFn3/+maSkJO7cucOwYcMoLS3FzMyMW7duATBmzBjWrl1LbGwsZ8+eRVZWlgMHDvDkyRN2796NgYEBZ86cQSqVcvv2bTQ0NGhra2PevHliQ/b8+XMmTZpEUlISqqqq1NTUEBgYyPbt25k9ezYFBQVMmjSJsWPHsnPnTpKSknB2dsbExISuri4ANDU1hcKqD+2RmJjIn3/+SUVFhbjNffToEdOnT8fX15f4+Hj09fVpa2sTXw+AK1euUFlZiaenJ0OHDsXPzw9bW1sGDhxIcHCwyLXu2rWL69ev4+7uTmVlJQDJycn8/PPPNDc3U1tbS2hoKJs3b6a1tZWWlhZaW1vFyPnTp09cuXIFFxcXnj9/LrR+ixYt4vz582hpaZGWlibUWuvXrxfvJz/88ANdXV3Y29sD/8k8PX/+XJSyJkyYwKFDh6iurmbz5s18/PiR8vJyrl27xqFDh7hz5w56enqiwPDbb7/x4sULLl26xO3bt8XfGRoaSlpaGiYmJsTExDB79mySk5PZunUrL1++ZP/+/aioqDBkyBA0NDRobW3l/Pnz4vtibW3N119/LSTrRUVFAHz99ddER0cTHh4ugMQmJiZ88803REZGYmxszPTp0wF49uwZR48eRUFBgZSUFOTk5NiwYQPd3d2iHW1rayuMCufPn0dDQwMfHx8OHjwIgLGxMdOmTaNfv36ixNYHq46LixPy9sTERIFMsbGxIT4+npKSEvFzTE5ODhsbG5YsWcLVq1fZu3cvly9f5u7du+jr66OpqUlzc7PQWl25coWQkBBWrVolntsdO3aQlJREZGQkQ4YM4ejRo9jb29PS0sKcOXNITU2V4f+w/r1RA06ePLnz/PnzADQ3NzNw4ECx2ejs7OSLL74gKSlJUKDl5ORQVVVl0KBBQgOSl5eHiYmJwFB0d3ejrq6Og4MDvr6+pKeno6KiwufPn1m2bJk4sbW3t5Oamsr69es5fPgwgwcPFmPUpKQkAgMD6erqQlVVlebmZszMzDhx4gTLly9n8+bNODk5CWp/X6i3rq6OYcOGER4eztGjR7l69SqmpqYoKSkxatQoIfw+fPgwDg4OBAYGcvDgQTQ1NYXL8M8//2Ty5MlUV1dTV1fHtm3bRHje1dWVlJQUhg0bJvJhf/75J+/evUNNTY3Xr1/T3d3Nx48fmTJlCq6uruJ62NfXlwEDBtDR0cG9e/f46aefGDp0KPv27WPr1q1oaGiIjMO2bduQSCRYW1uzYMECTp06RUpKimBo1dbWkp+fz+jRo8UDXFpaypMnTwSywdzcnO7ubqqrqzEwMOD777+noKCAqVOnYmRkJOCM/fr1Iz4+nmnTpjFq1Cjy8/NpbGzk2bNnwjEZGBjInj17UFBQwNXVlcrKSgHTPHDgAEeOHCEiIuI/xYm9e8kdNIi4/5kHAegGFsnIkKCiQnFHB4MGDaK1tRV1dXUBrO1DNVRWVlJSUiKq//b29igoKJCVlYVUKsXS0pJJkyZx8eJFoqKiuH37NrKyssTHx2NhYSFuu0xNTXn79i3Ozs7cuHGDmzdvsnr1akJDQ9HR0SE0NJSxY8diZGSEk5MThoaG6Ojo8OzZM27evImSkhLZ2dnMmzcPqVRKUFAQd+/eZdCgQXR3d3P//n1u3bqFrq6uEH+7u7vzxRdfcPr0aWxtbcnLy8Pe3l6Qv/v374+enh5Tpkyhurqav//+W4Rus7OzKS8vJyYmBgcHB96/f8+UKVOYP38+RkZG7Nmzh5aWFm7dusWoUaOwtramsrKSzZs3s3XrViIjI/nzzz9ZtmwZLi4unDhxAhMTE3x9fYVUPDMzk7y8PHR0dNi2bRvTp09n6dKlZGVlcf/+fRQVFVm1ahW+vr54eHgIUrmRkREBAQGCceft7Y2JiQkmJib88ssvLF26FGtra3788Uc2btwoANplZWXY2dlhYWFBcXExISEhDBs2jJ07dxIbG8vgwYN5//49L1++RCKR8OrVKzF6evnyJfn5+eTk5JCcnMzGjRt58OABiYmJ+Pn5YWdnxx9//IGDgwP//PMPbm5uaGhoCIG8jY0Ny5cvZ8qUKTQ0NGBhYcH+/fvx8/NDVlZW5J8KCgpwdHRERkaGt2/finjG4sWLcXV1RUVFBUdHR6ZNm8bNmzcpKSlh+vTp5OTkiMNMY2Mje/bsITk5mVevXmFubk5TU5MI8Jubm6OkpISZmRlnz55l8eLFNDY20tTUJMDG1dXVAt3x9ddf8/DhQzo6OkRO8vLly7x48YLly5eLr3FoaCjv379HR0eHc+fO4eHhga2tLd3d3Xz99ddcu3aNgoICIiMjcXBw4O3bt1RUVBATE8OdO3dYtGgRI0eOZNOmTfj6+tLQ0MC0adNQUFDA29ubN2/eMHnyZF6/fk1HRwcjR44UXt2+jGxtbS1ZWVnMmDGD9PR0ARQuKioSaqO+m/i+6UFVVRWdnZ1UVFQQHByMra2tmG7U1dVx/vx5srKy6NevH/r6+owdOxZ/f3+ysrKQk5Nj6tSp4kaxvLycxYsXo6amhqamJhKJhNjYWPHxYWFheHh4ICsrK3h8mpqaVFZWilu40tJScnNzmTp1KqqqqjQ2NgrY+NChQzl37hzKysosWbKE06dPi1H4yJEjMTc3FzB1OTk59uzZw+zZs9HU1CQwMJCdO3fy5s0b8fwMGzZMNFUDAwP57rvvCAkJISQkBH9/fyZPnixeF56enujo6PD06VMmT56MvLw8CxcupKOjg+7ublatWiWQIDIyMhgYGDBr1iwKCwuZOXMmDx48YPXq1Vy4cEHEI0pLS4VFoqGhgdTUVGRlZfHy8mLPnj2YmJhw8uRJTpw4QWZmJi4uLtTU1GBoaIiqqipRUVFC/ainp0dvby9bt25l48aNjB49mlGjRmFgYICenp6ICPT92T4nsrq6Onfu3GHlypX/jj7/m3XixImdCxcuJC8vDyMjI7Zt28bDhw/ZsWMHw4cP5969eyxYsICGhgb69evH7Nmz6ezsZNu2bQQEBNDR0cHly5dRUVERIMq+U/e0adOIiorC3t6e3t5erly5QkZGBurq6ujo6KCqqkpFRQUNDQ0i2F1dXY1EIhEGAWtra9TU1Pjw4QNHjhwRrrU++XJsbKyg4g8aNIgBAwbQv39/EeycMmUKDx8+pLS0FBsbG9ra2oiPj+fFixcsXLhQuP00NDSIjIzE1NQUW1tbwsLCqKurY+PGjbx69Ypnz57x4cMHUlNTWblyJV9//TXTpk2jqqqKlpYWli9fjp+fH+/fvxdQ2lGjRglsyb179xg8eDBKSkq4urpiZWXF8ePHefLkCQsWLKC6uhorKyuam5tRUVEhJCREyJp/++037OzskEqlgjofGBhIbW0t9+7dY8CAAeLP19TUsHDhQp4+fSro7lpaWnh5eREeHs7KlSvFQ/7q1StMTU05duwYxcXFvH//nm+//ZampiZhnujt7eXUqVNCMO/h4YGmpqa4EQoMDGTv3r20trbS3t7+H39jcTHjNDX5/d078TpzBr5SUOCslRUjRo8WjVwVFRVmzpyJioqKGPcZGBhQUVHBlStXBD3b1dWVnTt3sm/fPoyMjKiuriYtLU2MfpYuXYqzs7OA6kqlUt6/f4+RkRENDQ24ubkxbNgwamtruXnzJh8+fOC3336joqKCFy9eUFdXh6+vr7hBOX36NEePHiUwMJDW1lYBZO07oPQJnwsKCti1a5dQEZmbmxMWFsb69euRlZXl6dOndHR0kJeXx/Tp07GysuLBgwfo6+ujra1NV1cX2tra/PLLLyxevFgownR0dASW4/Pnz1y+fJlx48ZRWFiIh4cHly5dwsrKivHjx2NoaIi5uTmRkZHo6upSU1ODnZ0dLi4uSCQSFBQU2Lp1K6tXr+b27dusWrWKY8eOcf78eQ4ePEhbWxvp6emsWLGC2NhYcaM6cuRIkSHbunUrWlpaVFZWUldXR1tbG6dOnWLKlCmoq6vj7OzMhQsXmDBhApaWljg6OmJjY4OFhQXy8vJiI/Hq1SusrKwIDAykrq4OJycnurq6WLVqFampqfj4+BAVFSVu0vu4d76+vri7u4vn/tq1a4wYMQIDAwPy8vJE3d/GxoaQkBDGjx/PunXraG9vF1wnHx8f0Ry3s7PjyJEjXL9+naCgIOzs7HB0dMTV1RU5OTkqKyuFKktZWZmWlhbS09NZt26dGPcbGRmhpKREv379WLNmDeHh4ZiY8bO0NAAAIABJREFUmNDd3c2kSZMoLi6mo6ODkpIStLW1aWtrQ0VFRXDaZs2ahaOjI9evX8fR0RENDQ0ePXpEcHAwOTk5PH36FCcnJ65cucKYMWPIycmhX79+mJiYEBQUxPnz5yksLBSHVjs7O7y9vamoqKCoqIicnBzGjRuHra2toPFLJBLU1dXx9fVl/vz5LFmyBGVlZRYtWsSbN2+4cuUKMjL/ueRQV1fn8ePHZGRkiJjHxYsXxaYmOztbsA5zcnLQ0dHh/fv3jB49mg8fPqCmpsb48eMBxKi5X79+9PT0iByjlpYW586dw8zMDAMDAyIjIwWYe8GCBTx79owrV64IhmcfxsLY2JiTJ0+K+IFEIiE9PV2o5/oyVn3txc+fP6Orq8ujR49QU1Njy5YteHp6snLlSjIyMvD396ekpES0Yp2dnTE2NkZGRobk5GTk5OSQSCRYWlqioaHBhg0bxIb5559/xsrKiszMTNra2hg8eLBgPvbp4H766SfMzc0Fm60PLRQeHs7169fp6uoSEZczZ84watQo2tvbaW9vZ8iQIbx48QJFRUV+/vln9uzZg6ysLJ6enjx48ICvvvqK3NxcYYNQUlLC1NSUf/75BxMTEzG2rK+vp62tTRR0bty4gZGREU1NTVRVVTF37lwOHjxIXFwcd+7coba2VnDdwsLC2LZtG8eOHePHH3/k0KFDzJ07l1u3btHc3IyDgwM3b97k6NGjtLW1idvbxsZGAfJubW0VN9pSqZTHjx+zatWq/+NGTfb/wr7n3/Xv+v/9ejNyJCpJSZwBJgLfAHeA41ZWdMnJ/X/7yf27/l3/rn/Xv+v/mfXvjRqwadOmnYsXL+bw4cPU1dUxZswY1NTU0NXVpbm5GW9vbwoKChgyZAgSiUTQtbdv3y5wDeXl5eLq/tOnT8jKynL48GFCQ0Px8/Nj9OjRaGhoYGxszFdffcW7d++EqiooKAhVVVWcnJy4cOECgwYNQkdHh/j4eHx9fYmJiSEnJwd7e3s8PT1F6ys8PJwJEyaIkkCfusjCwoK2tjZcXV0xNzenoqKCwMBAhg4dyg8//MDHjx8JCQlBW1sbb29vTp06xahRo3B1deXu3buEhISQmJiIkZERHz9+ZPTo0ZiamtLS0oKOjg6WlpbEx8fz8eNHbG1tSUhIYPbs2Zw5c4Z79+6ho6NDdHQ0ixcv5tKlS0ilUoqLi8V4TUNDg/T0dBQVFTEwMGDatGl0d3ejpKTEpEmT+OWXX3j79i3q6upERERgYWFBaWkpsbGxuLq64ubmJpQ+2travH37ltmzZ5OTk8OYMWPo7OwU4z9ZWVmWLFnCtm3bUFFREXV5OTk55OTksLKy4uzZs6xdu1aoqCZOnCio0k+fPiUhIYFZs2YRFhZGcnIy69atIywsjKVLl+Lk5ARAYGAgXl5eyMvLM27cOO4nJpJqa0tVYiLBMjKoASWrV/PO3JzNmzeTm5vLunXrRND02bNnNDU18eDBAwICAvDz8yMyMpJFixbx9ddf8/btW4yMjMjOzkZLS4va2lqkUikhISGYmpoydOhQenp6SE9P59mzZ0gkEpKSkgTXzcPDg8bGRvT19YW/U1tbW+Sz/Pz8GDRoEKmpqVRWVor2V25uLitWrODOnTvcvHkTPT09srKy6N+/P87OzsTHx1NRUYFEIuHOnTtkZGSgr69Pe3u7OMW7u7vj4eHBX3/9JW5f1NXVMTEx4dixY2hpaWFnZ8f333/PN998w9OnTxk5cqRo92ZmZopbCRsbG1paWli2bBmJiYnCMert7U1xcTGWlpaUl5cjlUqxtrZm0aJFAk7c91oyMDAQcvni4mIGDhzItGnTMDMzo7m5meLiYsLCwpg/fz4fPnzAyMiICRMmoKioKHhmfUH24OBgOjs78fPzo6KiAnt7e16+fImCggK6urr09vair6+Pnp4empqarF27FmdnZ+rr6xkxYgR2dnYYGxtz+PBhnJ2defLkCefOnWPRokV8+vRJBNE9PDyYOXMmf/31Fy9fvqSpqYmRI0eyY8cOIQzPzc1l4sSJwmPZ1xzV0dHBwsKCt2/fEh4ejlQqFdEAIyMjdHV1CQgIwMTEhLCwMNGMGzp0KJ2dnYwaNUrYQRobG3n37h3v378nNzcXZWVlOjo6iI6OJjg4GG1tbT58+IChoSFv3rxBUVGRiIgI7Ozs8PLyQkdHh8jISEpLS9mzZw+xsbG0tLQwZcoUcnJyRETj4MGDoknq7+9PfX09jo6ODBkyBE9PT+FyXLJkCRkZGaKEVVtby+LFi7lw4QJv3rzhzz//pKqqCnl5ed68eYO3tzevX7/m06dPJCQk0NraytatW0VD1MfHh8DAQP7++28UFBQ4fvw4K1aswMHBgfb2dnbv3k1HRweJiYlkZWVhaGiIlpYW5ubmjBgxggMHDlBZWcncuXPJy8tDXV1dOC6lUikDBw7kzZs3KCgo8OnTJ9rb24Wpora2FgMDA6ysrFizZg0bNmygsLAQZWVlVFVViYyMZP369RgaGlJaWkpiYiKdnZ3i3+/fvz95eXn09PRQXV0tkBN1dXUi0iAjI8OePXs4cOAAwcHB7Ny5k507dzJr1ixevnzJ0KFD0dDQELgbVVVVrl+/jp2dHdra2vj7+5OYmMjhw4fx8PBg+vTpQouYmprK+fPnkUqlAhY8fPhwcnNzMTU1ZdKkSbS0tLBv3z6cnZ2ZOXMm8fHxHDp0iMGDBzNx4kSMjY1pamoiLy8PqVSKsbEx2tra7N+/H19fX0xNTbl27Rqenp58+vQJBQUFZGVlsbCwICAgQNzIm5iY4OPjw/Dhw7lz5w5ubm5oamry/PlzACwsLMQI/4svvuD48eNcvnyZOXPmMHXqVMaMGYOCggLNzc10dnayf/9+ysvLcXFxobOzE09PT5qbm8nLy6O9vZ3p06dz48YN7OzsuHfvHmPHjkVfX58XL14wb948zpw5w7Bhw3jw4AEWFha8fv0aGxsb7t2792/r879dly9f3rlp0yYxsrx37x6urq68evVKMF0uXrzIxIkTOXjwoGAPKSgoiExAUlISe/bswdzcnIEDB6KsrIy1tTWxsbHk5+ejoaFBUVERbW1ttLW1kZ2dTXV1Nf7+/kRFRZGYmEhaWhpjx44lKSkJMzMzbt68SXR0NCUlJRQXF1NbWysggR8/fhSFhfHjx/P06VPq6upwdXXlw4cPnD9/npMnT+Lp6cngwYMJDw8nIyODVatWMW3aNAoKCmhoaBBvGk5OTrx69Qo9PT2ioqKQSqWsXLmSV69e8eDBA+rq6oSKCRDi5J6eHnp6erC3t8fJyYnGxkYUFBR4/fo1ZmZm+Pr6Cviuo6MjAQEBGBkZERcXJzabBQUFYrP36tUrVqxYIcT0+vr6uLi4EBAQgIKCAp6enoSEhBAdHY2Ojg4uLi7U1tZy//59DA0NRR4rPz+fsrIynj59yrhx42hsbBQP/4ABAzh69CiJiYn4+PgIbllpaSnR0dEoKSmxdu1aDA0NaW1tZeHChQwdOpRJkyYxZ84cdu7cyZIlS/jpp594+PAh7e3t1NfXk5+fT0tLC46OjmhpadEhJ4fP5s3UTZ7Mr1lZ1Kur4+PjQ1JSEh8/fkRWVhY9PT2am5uxt7cnLCyMgIAAduzYQXNzM25ubtja2nL58mV6e3tZunQpv/zyC+/evSM7O1swz7q6ulBRUcHc3FzknKRSKXv37mXp0qViZNoH16ypqSE9PZ3Ozk6Ki4sZPXo0hw4d4s2bN3z//fdYWVkhLy+Pvb09Z86cISoqioCAAHbv3o2uri4FBQVUV1dz/Phx9u/fz7Bhw3j69CkODg7069dPNOmys7NJS0tDXl5eqHwWLFggNmnr1q3j2LFjPHr0SBQ0jI2NBQBWIpFw6NAhgUXoK1csX76cU6dO4eXlJVqKZmZm5Ofn4+joSFtbG8rKyrx+/ZqtW7eye/duIbvPy8vD1NSU77//nurqarZs2UJBQQEWFhbU19ezZcsWxo4dy5o1a7h79y5Lliyhurqahw8fkpCQgJubG/r6+ty6dYv58+fz7t07HB0dSUtLQ1lZWeh+TExMmDhxImfPnmXYsGH88MMPDB06FCUlJezt7Vm5YgX2jY00JSSQW1tLi4wMLS0tJCYm8ttvvyGVSjE1NRUbKQ0NDaytrbl//z4TJkwQo5Phw4fz8uVL6uvrKSoqIiIignnz5vH69WvOnj3LuXPnWLx4MRoaGgAiU7dw4UJu3rzJhQsXWLJkCRKJhIaGBlJSUhg3bhx//vkn7u7uDBgwgPv379PY2EhDQwMlJSW8ffuWU6dOYWBgwM6dO5k0aZKgrb9584bk5GSmTJnChQsXSEpKYt26deJZA1BRUfkPYzAhgUGDBlFbWyv4hSUlJaxYsYIhQ4ZgZWVFb28vu3fvpr29HQ0NDWJjY3n//j1Xr16lpKSEHTt20NXVxaxZs1BQUGDmzJl0dXVx6NAhnj17xsOHDzl9+jRLly5FXl6euro6vvzyS3x8fDh37hyysrIkJibyyy+/sGLFCszNzTl9+jR//fUXvb29vHz5kvXr15OYmIiuri6VlZVs2bIFiUTC8OHDGTVqFNOnTycuLo5Pnz4B0NnZibGxMXl5eSQnJ6OioiIa0e/evRP5sgsXLlBRUcHEiROJiooiPT0diURCVFQU8+bN4+3bt+zfv59Pnz6xevVqvL290dTUJDw8HDU1NTIyMqiqqqKtrY3ly5eTmpoqRpbW1tYCuKuvr8/nz5+xtbWlrq6O69evc+DAAby8vNi1axfPnz+nrKyMwsJCFBUV0dXVZfbs2ejo6KCrq4uVlRVxcXEUFRVhZ2dHTk4Oubm57NixgytXrnDo0CHc3d1xd3dHT0+Pr776ip6eHgwMDJBKpZiZmeHi4oKsrCy2trZYWlqKvNb9+/dZt27d/1aeUVRUZMuWLaSlpRESEkJsbCxmZmZMmjRJHEJramrQ0dHh9OnTdHZ20tTUhLW1NdOnTxdQ9L73pCVLlhAXFydKRNbW1lRUVFBfX8/48ePZuHEjZ86cwdXVlStXrjBgwACam5vJycmhrKyMkydP8uuvv7JkyRJ0dXUFjmju3LnY2dlRWFjImjVrsLGxEXGFV69e8fbtW2xsbKitrRWu0uHDh3P+/HkGDBjA0KFDuXz58r8btf927dmzZ2cfviA8PJxff/2VW7duoaSkRG9vL3p6eqSlpTFt2jSsra3Jy8vDy8uL0tJS1qxZw4kTJwR48tq1a9jZ2Qm5bUBAgPgBHRYWJl4cxcXFLF26tO8bhaOjIw0NDdy/f18gCUaMGEFhYSFycnIoKSmxZs0afv/9d+Eb7JMT97XS+ooE2tra+Pj4UFlZyaxZs+jt7RUut0uXLqGurs7p06fZuHEje/bsobCwkPz8fJKSkhgxYgRPnz7F1NSUmJgY5syZQ1BQEFlZWVhaWqKuri5AvLKysoLvtGDBAtLT08nLy8PY2JiGhgYcHR3ZsWMHHR0dmJiYsHHjRrKysqipqRHqKKlUiru7O2PHjuX69euC0dQHtNTW1qazs5OEhAQSEhLo7OzEzc2NIUOGCLZYXx7hzp07aGhoiMaSsrIyOjo69PT00NvbK3h0ZmZmbNy4UWxc+xhZPT09AnQYERHBqVOnKCws5OjRo0KHo6enh6OjI9bW1qirq2Nvb8/w4cORk5NjyJAh3LhxAxkZGYEcSUtLY8aMGVRVVeHq6sq8efPE9zM4OJiysjJaW1vJzc1l2LBh3Lt3DwBnZ2dOnDhBdnY2lpaWuLq6UldXR05ODsuWLcPBwQGJRIKSkhJ3796ltLSUgoIC6uvrSUpKYuPGjYwfP56AgAAUFRWRkZERtx7R0dEEBATg6emJtbU1R44coba2lq6uLqGL6RN5Ozk5MWTIEPbv38+jR4+4ffu2CIyPGzeOvXv3oqKiQktLCzY2NigrK3P//n06OjqYP38+qqqq/xvote+2q6ioSDSLPT09qamp4ZdffmHu3Lno6upiY2MD/Kc9/fHjR1asWIGzszPZ2dm8ffsWf39/qquruXbtGlZWVjQ1NbF//368vLzo6upCRkaGzZs38/z5c37//Xf++ecfJBIJbm5u9Pb2IpFIcHZ25uzZs6xevRpfX1/c3Ny4cOEC1dXV2NvbY2Njw8GDBxk3bhzx8fEsX76coqIiOjs7mT17Nu3t7QJzU11dTU1NDRkZGVRUVKChocHcuXOZMWMGEomEzMxMxo0bR0pKCjLFxay+dg2/mhqMm5uZ++YN7zMyuFJRwZw5c2htbeX06dNMmDCB58+fU1xczOfPn0UQ+tixY5ibmzNjxgxqamqEe9HT0xN9fX26urpoaWnB29tbHH6Ki4uprq4mMDBQNBWXL1/OiBEjxGHw8OHDBAcHU1JSwqpVq8jMzBQ6n75fy5cv5+7du1RWVuLj40NVVRUqKirU1dUJDVrfzxxZWVk0NTWpqakR/K2+8HqfWN7BwQFXV1eMjY3FTcSmTZtEkURHR0cAxUtKSnj//j11dXWEhIRgYGDAyJEjhWTc0NCQlJQUIiIiGDVqFM7OzvTv3x8FBQWio6MZPXo0MTExdHZ2kpeXx+LFi8XXb8OGDQQHB3Pr1i2cnJwYMGAACxYsICwsjAsXLhAUFERVVRUpKSnCPtPW1sajR48Ewsbd3R0HBwdcXFzo7e2lvb0dbW1tMfm4ceMGkZGRVFRUcPPmTY4cOcKMGTNoa2vj+vXrLF68GG1tbSoqKkQJSltbG2NjYzw9PcnMzBSQ6Bs3bjBy5EgWLVrE+PHjSU1NpaOjg6qqKtauXSs8wkuWLMHPz0/ccN+/f59+/frx4cMHvvzySyoqKrhw4QI5OTns27cPQ0NDgR3JyMjA9H+w959tWZ1rGzU86IhUAelVqgLSpRcBUcESNbYoYjSx965oTCyJLZagYlv23hURURARRAEVUYogIAhSpUgTEHg+rJdze+9nez7kB6z5C+CCa855Hse+j6Gvz6tXr0RovhcMv2LFCiIjI1myZAnnz5/H2tqarq4uvn//jpKSEtu2bcPb25vo6GgSExPFgTA9PV3oyqZMmcK2bduwtLTkzJkzqKqq0tjYiJSUlHDXtra28vHjR1JSUlBTU2Pbtm1UV1czdepULl++zIEDB7C2tsbU1BQ1NTVRaNLV1WXmzJlMnTqVGzduMHHiRMFIy8vLw9bWFgMDA1RUVOjbty8fPnygoqICKSkp4Yf29fXl69eveHh40N7eTmJiIlevXuWXX37h8uXL2NraCvB3b6a9N+u3e/duCgoKMDU1xdPTk5KSEnp6eti4cSMRERFYWVmhoKDA1atX/+f6/LfX2bNnNy9ZsgQ7Ozu+fftGfn4+YWFh6OjoYGZmRkVFBbq6unz79o2TJ0/yyy+/sHfvXk6ePIm+vj5TpkwB/ltN7tOnD46OjsjJyZGYmMj169dJTk5m9uzZlJeXs3fvXpydnfH29mbGjBno6enh5OTEwoULMTc3x9fXl7Nnz4pJj52dHVJSUmhqamJra4uLi4twho0fPx4LCwvmz5+Ph4eHWL2pq6vT3t6Oh4cHKSkppKenY2JigpKSElpaWnh7e1NXV4eBgQFFRUUEBwejq6sroLEzZszg3r17XL9+HScnJ8LDw3n58iWjR49GQkKC9PR0mpqaUFVVJS4ujuDgYBISEtDS0kJDQ4Pc3Fw2bdpEdXU1EhISzJ8/n19//ZWuri7hrkxOTsbMzIysrCwCAgJobGwU3r7Hjx9z8eJFHBwcWLFiBX/++SeKioosWbKEsWPH8ujRIwoLCwXjqPe01NsMUlZW5uXLl+jq6jJ06FBMTU359OkT79+/5/nz5xgaGjJ//nymTp1KfX09JSUlPH78GEdHR3744Qfy8/OZOnUq+/fvx8bGBlNTU7S0tFBRUeHt27e4ubnx5s0bPDw8RGC1qKiIvXv3oqurS1tbG9++fcPLy4srV64I/lZmZiaBgYHs2rULVVVVoSrqLS7s379faHsMDAyYO3cuw4YNo6KigmHDhgn5tba2Nl++fOHDhw+8evWK8ePHY2Njg66uLu7u7lRWVvL8+XPy8/O5ePEirq6uFBUVYWtrS3p6OhMnTkROTg5FRUUiIiJQVVUVTtWWlhaePHmCnp4effv2paKigtzcXCorK+no6GD27NnIyMhw/fp1RowYwcOHD/ny5YsAmRoYGODq6sr79++B/7Kx6uvrhbbs4cOHDB06lNevX5ORkYGCgoLwy1paWnLjxg3evn2LlJQUV69exd7eXmBzKisrMTIy4vLlyzg5ObFu3TpSU1PZt28fHR0dmJubExgYSGpqKnV1ddja2qKsrMybN2+QlJQU+Iw7d+7w4cMHnJ2dcXd3Jzs7GzMzM16/fo25uTl+fn5MnDiR+Ph4VqxYQVJSkmh06+rqEhERwYMHD/jy5QuhoaGkpaVRVlbGr7/+SlFREQoKCigrKxMaGsqAAQMoLS3FyMiI27dvM2/ePPpOnMjFzk6mAueBU8Be4EVVFc26uuIldNKkScKsERcXh7u7u2Avubq6UlNTw9evX7l48SJfvnzB1NSU8vJyLl68yMiRI0lKSqK8vJz29nZaW1vR19cXtojVq1eL4kJ1dbVQS71+/ZqkpCRevHhBeHg4jY2NxMXF8fPPP2NqakpJSQmRkZEEBASQkJCArKwssrKypKenM3bsWDEhzs3NJS0tja6uLjw9PamqqiIuLo78/HwmTJiAqqoqixcv5o8//iA1NVV8R1NTU0lNTWXw4MFYWFjw7NkzGhsbSU5Oxt3dHU9PTxwcHLh586b4Dhw+fJjOzk4h4fb390dDQ4OioiIaGhp4+vQpmzdvFhLwgIAAzM3NMTc3JyoqiszMTDw8PMjNzcXPz487d+7g4eHB7NmzSUxMRE9PT2wZVFRUqK+vp2/fvsB/V2gNDQ2sWLECWVlZfvrpJ1pbW9m+fTtOTk4EBgYybdo0sbbNzc1l6NChKCgoYGxsDMDx48dRUFCgrq6OuLg4lixZgouLC1evXuX8+fNia/D161cKCgrYunUre/bsITk5GVtbWwDhby4vL+fChQscPXoUa2tr7t69S1ZWFubm5ly6dInPnz9jYmKCvLw8hw4dws/Pj4EDB+Ls7CzappqamnR2dhIQECCsLKampsTHx+Pm5oazs7MQt+fn54vtUHZ2NiYmJtTW1hIeHk5WVhZPnz5l8eLF5OTkMGLECJqbm5k1axZFRUXis+stiJ04cYK4uDhMTU3R1NTE3t6e9evXCy+tl5cXXl5etLe34+7ujpycHMePH+f9+/f4+Phw+fJl4uPjSU5OJjAwkPPnzxMSEoKjoyPS0tJYWFhw7949ysrKxDpaXl6ekJAQ6uvr0dXVFeiRXs/wnDlzBN4mJSWFRYsW8fXrVxwdHdm3bx9ubm7i8JmTk8Ps2bOFZ7cXnRUXF0d1dTXa2tps2rQJGxsbZGRkSElJ4enTp/8zE/zbKyIiYnOvZy44OBg7Ozvevn3LrFmzuHHjBj///DPm5ubcunULVVVV8vLyMDIyQllZmenTp7NmzRp0dXUpLi5GTk6Op0+fYm9vj7a2NgYGBtja2iInJydOi72V9NzcXIYPH465uTne3t4MHjyYsrIyTE1NKSsrQ1JSkoMHD7J69WosLS25ffs2NTU1vHr1ipEjR6KhoUFjYyMXL14kOTkZLy8vurq6cHJyQl1dnWPHjhEcHCzUMvX19Tx79gwFBQXa2tqws7Pj8+fP5ObmEhISQnFxsfB49t5QZs2aRXZ2Nt7e3mhoaNDe3s7Tp0+ZPHkymZmZXLt2jcGDB/P9+3ecnZ1xcnISvLf09HSWLl3Kn3/+yejRo4UdobKyElVVVcGx0dXVFeT58vJypk6dyvfv3wkKChIsqFevXuHq6ioYWlJSUgwaNIiQkBC8vLxQVFTE2tqa4cOHo6CggJGRkchUxcXFER8fz8KFC9m+fTvLli1DTk4OGRkZTp06xaRJk/D09OTWrVvU1tZiZGTEzp07ycjIYOTIkRw7doyKigokJCR48+YNhYWFODk5kZeXR0lJCa9fv2bp0qXC3pCamsqjR4+EKiwtLY1x48bh6OjI9u3b+fbtG4aGhvzzzz8YGhqKz2T+/PnihSQ+Pp4pU6bw/Plz/vjjD8LDw8WKpfdG0dXVhaGhITo6Omzfvl2AJW/dukV4eDivX78WaJkTJ05QVVWFg4MD169fR0tLizt37vDrr79y8+ZN9uzZI0DHenp6Qj02YsQIHj16RHl5OWpqalRUVLBkyRJ8fHx48OABXV1dDBkyBD09PQHnjIyMREpKiitXrgh5+927d+nXr5+APCsoKDBhwgQBEN64cSPDhw9HSUkJAwMDlJWVhXz8jz/+YP78+XR0dNDe3o6vry9dXV3cuXOH5ORkLC0t8fHxQVVVlYsXLwof3z///ENLSwsrV65EUVFRZLKuXr3K6NGjxfo5KCiIOXPmsGjRIo4fP05dXR3btm3j559/pqysTMjHw8LC0NbWZvr06cycORM1NTWmT5/Ou3fvMDc3p62tjUePHqGqqsqQIUN48eKFgBjHx8czatQo5D9+xCwmhnFdXfQSLFuAJmAy8Ft2Nl1dXUhJSbF161acnZ2pqqpCU1MTCwsLKisrCQkJITU1lczMTLS1tTE3Nyc3N5eEhAQKCwtZt24dDx8+xMbGhmHDhgk/5PXr11m3bh0GBgbMmTNHxApqa2tRUFAQWJMPHz6wdu1aSkpKaG1tFS+FX7584eDBg4SGhmJpaUlSUhLm5uYkJSXh6urK/fv3sba25uLFi9y5c4fff/8dLS2t3qkB+vr62NnZYWtri5KSEoMGDWLkyJHIy8tz9OhRwSObPXs2hw8fZtSoUezcuRMlJSUiIyNJT08X0m0jIyOmTp3Kly9fKCkpwdjYmJqaGjIyMrh69SpqamoMGTJEZIjc3d2pra3Xnv5jAAAgAElEQVSlqqqKgQMH0tXVhbq6Ot++fcPKyoqamhpyc3NFLOLTp09UV1djZGREe3s7R48eJTw8HA0NDQBGjhyJmZmZoNXPmzeP+/fvExoaiqKioljbqampERcXR2dnpzAUFBcXIykpSUxMDOnp6ULdNHnyZGRkZDA2NsbJyYnc3Fz+/vtvqqqqcHJywsTEhOvXr7N69Wri4+NxcXEhKyuL4uJiUlNT2b17N5qamty8eZPY2FiioqI4ceIER48eFTxNKysr1NTUMDQ0pLi4mB9//JHW1lYUFBTIz88XyJDS0lK+fftGfHw8Pj4+aGpq4uDggJycHOfOnUNCQgJdXV3xGeTn59Pa2kpRUREBAQFUVlZy//593NzcsLW15fLly4SHh+Pv78+AAQNoa2ujsbGRDx8+kJycjJaWFnp6euK+vWzZMq5fv46lpaWIBV27dk2sQSsrK/n48aMA75aUlODp6UlraytaWloCFRIYGIiJiQknT57kwYMHpKens3DhQoHMMDY2ZtWqVYwZM0a0VvPz8yksLKS6upq9e/eioqLCpUuX0NfXp6ioiO7ubi5cuICGhga6uro8fPiQwMBA2trauHfvHkFBQdjb2+Pt7c2ECRNYvHgx5eXljBw5koSEBN6/f09GRgaurq69tp7/vaj9m+v8+fObZWRksLKyoqioiFmzZrF+/Xp+/PFHpk+fTkJCAvn5+SgqKuLj4yPcgcrKykI0XVVVhbm5uSB5P378mE+fPvHlyxcaGxvR1NQURPTY2FgkJSUJDw+nq6uLPXv2YGJiwp49e/j06RM+Pj50d3fj4uIiwKQpKSlizRAeHk5NTQ1mZmZ0d3czefJkTExMyM7OZvLkyWzatImoqCg6OzuFcFhSUpL+/ftjampK3759MTU1Ze3atZw9exZzc3N6enq4fPkygYGBQiLs7+/P5s2bCQ4Oprm5Weis9u7dy6JFi+ju7mb58uVs27YNCwsLOjs7UVZW5s6dO4SEhDBkyBA+fvxITk4Os2bNYuPGjfz1119YWVmxfv16IiMj8fHx4fv372hpaTFjxgy2bdsGgIyMjKBW956+9PX1ycjIwMrKCgsLC+rq6qiqqqKlpYXq6mrS09N5+/Yt6enpaGpqUlpaKkDFRkZGSElJ4ezsTHt7O2lpaRQUFODq6sq9e/fQ0NBg9+7d9O3bl6CgIOrr6zl58iTDhw/n5cuXqKuriwngsGHDOH36ND/88AP9+vVDXV2d1NRUBg0axIsXL6ivr6eqqooff/xRfP7Lli0jICCAwsJCrly5Qn5+Pl5eXrx580YAP/Py8sjPz2f69OkMHDiQVatW4evrK/hWbW1tTJo0if79+/PlyxeOHz8u1uw+Pj4iQ9Pd3Y22tjbfvn0TyJC//vqLkydPCmyEi4sLBQUFItD88eNHsrKyMDIyEqFXX19fPn/+LKj979694++//2bFihX4+fkxatQoHBwcOHr0KDNmzODWrVvk5eXx7ds3wSVbsWIF3d3dZGRkiBC/vr4+GhoaHDx4kO3bt7Nz506Ru2xpaaGlpUWcthsbG6mpqWHXrl0YGhqKsG5ISAienp40NTURHR2Nrq4upaWl+Pj4YG1tjbKyspAz966UpaWliYiI4Nq1axgbG1NaWkpJSQlSUlICgXP16lXs7OwEqNXAwAAdHR0BlpWUlCQiIkJYSDo7O4mKisLb25sBAwZw8eJFZGVluXfvHqGhoWJyWllZibGxMZpNTTTfvUvU/+sepAMMBVwjI8UBrqioiNzcXDIyMjA1NcXMzIzTp08THx+PsrIy79+/p6Ojg6CgIDw9PVFUVKSurg5PT0/Onj1LfX09L1++JC8vj4KCAmxtbcnIyBB/i19++UUcKq9fv86UKVOQl5dHWloaS0tLxo0bx9y5c8nOzhYvLlOmTKFPnz6Ul5cjJyeHvb098vLyNDY2snjxYsaNG8euXbv4559/UFRURENDAyUlJZKTkwkODqZfv348e/aMmzdvUl9fj5aWluBb9SrGDA0NUVdXp3///pw7d47JkycLMfjFixfJzc3FxcVFrK2joqIYOnQo379/5/Lly2RmZorSiqamJsOHD+ft27ekpKSgqKgopuiXLl1i6tSpnDx5kjFjxuDr60tSUhI6Ojq8fPmSjRs3oquri6mpKd+/fxdIjJqaGi5cuEBSUhIODg58//6dly9fUlpayocPH/j8+TOysrL4+vqyZMkSJk+eTHR0NHZ2drx58wZvb2+Sk5PR0dFBSUlJZJXnzZvH8uXLycjIwN3dHSsrK4yNjXF0dKS4uFgE293d3YmOjmbixInU1tYiJydHSkoKenp6SEtLi5VlZWUl7e3tLF26lIyMDGbMmMGbN2+IiYnh3bt35ObmMnfuXHR1ddHV1aWyspK1a9eip6cn7tm+vr7ExMQwaNAg3r9/z8OHD/Hz88PExAQzMzO2bt1K//79CQ8PF6Dp79+/Iy0tTXBwMJMmTeLXX38VuTxVVVV+//13nJyc0NbWJjIyEj09PVauXMmQIUMYMmQIJSUlDBw4kKysLGJiYmhsbCQ9PR1AHGqfP3/O0aNHmT59OjExMdTW1gqllpKSErq6uuzZs4fm5mZqampQV1fHysqKDRs2CFNOTEwMAwYMwMTEhLa2NlEmyM3NpaenB2NjY/bt24eCggIaGhqUlJQwbdo0Hj58KMowN2/exMzMTLD9fH19yczMZMeOHSQmJhIREfHf77eODitWrCAiIoK9e/eip6dHXV0dT58+/V9G7d9eW7du3dw7gu9tbPXaBnoffIaGhowfP547d+4gLy/Pu3fvsLS0pKioiPr6elpaWhg9erQA7QUGBmJra8vt27dpbGxEV1eXixcvCsdnS0sLGhoauLi44OvrS3x8PNeuXcPf35/g4GCuXLlCcXExDx8+pLCwkK9fvzJv3jyGDRtGTU0NsrKyPH78mHPnzjFmzBjOnj2Luro6Hz9+5MqVK/z5558oKSkxZMgQkpOT0dPTE6JuRUVFzp8/z969e5k/fz7Xrl0jPT2dsLAwsW83NjbG2NgYAwMD5OXlKSgoEOHKqVOn4unpib6+Pj09PeLU39DQwLVr17CxsSEzMxN9fX1+/vlnZs6cyenTp3FwcKCrq4uysjL8/PwwNzdnzZo1TJ8+ncrKSrZt20ZLSwuxsbFiOvns2TN6enrIy8vjxYsXQgXU3d3NyJEj0dTUFFqOr1+/Eh8fz+TJkzEzMyM0NJSioiKam5v58uULX758obOzE0NDQ0aNGoWjoyPh4eFs3LgROTk5NDU1sbGxobCwEHl5eaysrMQk0tDQkDt37qChocGYMWOYMGECGRkZ1NTU8PbtW8Hgi42NRU9PT1gqVFVVWbp0KdbW1vj6+pKVlUVsbCyampqYmZlhb28v8h2RkZFYWVmJduGyZcsoLy9HS0uL+vp64f0cPnw4YWFhvHz5UjSGe/lzoaGh2NjYICsry61bt1i4cCF//vkncXFx1NbWMnjwYJqamsTfo3e1pa6uTktLC6tXr8bd3R0VFRVaWlpwcHDAwcGBgoICfHx8uHTpEm5ubhw9ehRtbW1iYmIwMDDg7t27/PLLL1hZWYlp3YQJE3j9+jU9PT0EBQUxaNAgIU7Oyclh4cKFDB48mKqqKrS1tcnNzaW4uFhw8KKionjz5g0rVqwgMTERNzc3zM3NuXv3Lrq6uhw/fpzKykouXrxIV1cXjo6OfPnyhfr6eiorKzly5AgrVqzg48eP+Pr6CpAqIByBy5Yto6uri1u3bnH58mXmzp3L2rVrcXNzE59NQUEB2dnZrFmzhtmzZxMdHc3AgQMpLi7G1dWVlStXUlFRIQoTTU1N/Pzzz9y6dYvs7GyWLVtGeHj4f6dPOTk43L3LQ6Dq//8eBCQD06OiGD16tABOBwQEMHjwYGJiYpCTk6O0tJTffvuNLVu2sH79etTV1UVMobm5mffv33Pv3j369euHiooKY8eOpaGhASUlJZSVlVFQUKC7u5tZs2YBEBsbS2pqKuPGjeP69etMnz6dvLw8LCws+OGHH3j+/DlNTU3ExMRQUFCAlZUVCxYswN3dnbCwMA4cOMDy5ctxdnYmMzOToqIivn//jpGREc+ePSMiIoLS0lImTJggTCtdXV1YWlrS2dnJw4cPCQ0NJSwsjNOnT2NhYUF+fj6HDh2isbGRZcuW8ejRIwoKCsTvoKurKw5OjY2NHDlyhM7OThITE7G3txeGgdLSUtGE9vb2FqWc/Px8iouLGTFiBDt27EBfXx8zMzOuXr2Kh4cHlZWVbN26FYDS0lL8/f2ZO3cusrKy6Ovro6ioiLKyMiYmJixZsgR9fX3B9BoyZAjPnz9HXV0dOzs7pKWluXTpEhs2bBDlqd7G5c2bN/nw4QNGRkb4+flhbW3Nzp07CQ8PJzo6mn79+qGnp4eMjAzPnz+npKQER0dHtm7dKiDOBQUFInM3Z84clJWVyc7ORlJSEgkJCXx9fQU8tzc+MWnSJH744QeMjIwYNGgQnz594uvXrwIy/e7dO9zd3ZGXl+fYsWNoa2tjaWlJVVUVI0aMIDIyEmVlZeE7PX78OF1dXeTk5CAvL4+DgwPHjx+nubmZefPmER0dLSa3SUlJQr/U3t5Obm4uKioq9OvXj6FDh3Lw4EFmzZqFlZUVOTk5HD58mJSUlP/zvG5ubkZDQwMTExOampo4duwYjo6O7Ny5k87OTj5//syuXbtwdnbG2toaKSkpcnJyRC6sd9IZGhqKrKwsa9asYdasWbi5ufHs2TMKCwtpaWkR6rywsDD69evH8OHDkZKSEuWMXn6erq4uWlpavHz5ksLCQqqqqtiwYQNjx45FQkJCbHi+f/9OQ0MDCxYswMnJiZcvX5Kenv6/idq/vU6fPr154MCBLFiwgBcvXjBu3DhBWO5dqQ0aNIirV68SEBBASkoKISEhaGhoYGRkRHFxsRgd90qPc3Jy0NXVxdjYGDs7O6GZ6J0QWVtbY21tjby8PKtWrcLNzY1Fixbh4ODApk2b2Lx5M83NzUhJSfH48WMh8a6pqaGrq4uamhp0dHQ4e/Yss2fPxtPTU9D/N2zYQEVFBU5OTnR3dxMbG8ujR4948eIFffr0ETeZqKgocZqbM2cO165d48SJE0Iib2ZmhoSEBAMGDODDhw9ERkaK1lJwcDCurq54e3uTk5ODiooKeXl5Amrbr18/Zs6cyZMnTzAwMODEiRPk5+fz008/YWJiQkdHB4mJiRgYGHD9+nUMDQ0xNjbmw4cPPH78GD09PcrLy+no6GD06NFUVFTw/PlzJCUlGTlyJCYmJly9epWWlhY+f/7MtGnTmD17NvPmzePMmTNCHH/8+HFGjBjBsmXLcHd3x8bGhvXr19Pa2kpaWhoBAQGkpaWJddrr168pLi4mISEBa2tr8YJmbm7O58+fxSrm5s2bZGZmUlZWxurVq3n69CkLFy5k/fr1GBoaUldXh4ODAw0NDSxcuFCsAHtRHL2ev4SEBDIyMnBycsLDw4Po6GiMjIwYNmyYWC1JSEiQmpoqsksXLlygs7OT/v37c//+fXR0dOjp6WHkyJFUVFTw6NEjPD09aWtrIy4ujtGjR5OYmMjy5ct58uQJPT09LFiwgKqqKsaOHYuenh6JiYnU1dWRnZ2NhoYGjx8/Zvz48aSlpXH79m3mzp2LjIwMpaWl9OnTh/v379PZ2UlNTQ1ycnKYmJhw/vx5EhMTUVBQwMDAADU1NR48eCCgm83NzQIP4urqSkFBAZ6enjQ3N/PixQsCAgJwcnLCyckJDQ0NNDQ0RAxhwYIFfPjwgbq6On766ScyMzOZO3cutra2HDhwAGNjY1JSUoS3tLy8nCFDhjBs2DCkpKSorq4W/sLPnz9TUlKCgYEBqqqqREZG4uLiwrx580hPT2f//v2sW7eO9PR0MjMz8fPzw97eHh0dHZydnamtreXSpUuEhoZSW1uLvb09dXV1tLW1YWFhgb6+Pn5+fvj7++Pv78+XL194+fIlW7Zs4aewMNZGRnJRUhKZnh70+e9LmgnwMjwcTX19dHV1mTJlCn379uXw4cNkZmby66+/iiLDrl272LRpExkZGeTk5LBmzRoMDQ1xcHAgLCyMtrY2srOziYyMFE09AwMD4uPj6du3L9LS0qxcuVJEMCwsLIiNjWX27NloaGggISFBbm4uKSkp/Pjjjzx9+pSRI0fi5OSEq6sr169fZ9u2bTx48AA5OTnxeVhbWzN79mwaGhqYMWMGI0aM4LfffqOsrIzBgwfj4+ODl5cXI0aMQF5eHjU1NaZMmYKlpSVbtmwRAvHFixezZ88eVqxYwdKlSykvLyckJAQzMzMRsH/06BFjxoyhpaWFM2fOYGFhwdatW8nKyqKnp4dTp06xYcMGurq6SEpKEmuxxsZGHB0dMTAw4OnTp+zdu5ezZ8+io6ODo6MjVlZWtLW1sW7dOsaNG8fhw4dZsWIFSkpKmJubc/nyZTZs2EBnZyeFhYXo6+uTlpbGkSNHBOF/5syZxMXFUVVVJV628/LyKC8vp7Kykr///pv8/HwGDBiAubk5MTExBAYGMn/+fAICAmhoaODw4cMsWbKEhIQEFBUVMTExwcXFhaqqKl69esXPP//M48ePyczMFMW0rq4uNm7ciK+vL+np6RgYGFBbW0tHRwf29vZkZGSwfv161NTU0NXVpaioiBs3bvDx40fev3/P8uXLMTMzY8mSJaxdu1bgL4YOHcr+/fuFLi4hIYGmpiZhLjAwMGDEiBEYGRmJmI2kpCSFhYVISkpy5coVNDQ08PDw4NOnT5w8eRJvb2/69OmDoqKieC5MmzaNmTNnEh0dLYgBq1at+v98ZpuZmdHZ2cmhQ4fIzMxky5YtrFmzBmNjY0xNTUlOTkZbW5shQ4ZQXV3NiBEjKC0tJSUlRTRMk5KSyMvLw93dXeBb6uvrmTp1Ki4uLrx79w5nZ2cMDAzo7u4mKCiIxsZGPn78yOfPn/Hy8qKzs5Nt27ahp6fH3LlzRcaul8pw+/ZtBg8eTEhIiED2FBcX8+rVK5qamnj9+vX/ygT/9tq/f//moKAg9u3bx65du/jPf/5DYGCgEMf2Ogc1NTXx8vLC0tISOTk57t+/j4KCAmPGjOHSpUtUVVWhpaXFpUuXhBD79evXfPr0CX9/f168eMGBAwdoaWkR7KG7d+8SERGBra0t+/fvF1T53hXk69evmTp1KkFBQcycORNvb28MDQ3Ztm0bsrKy7Nu3D2tra1atWoWFhQWmpqYcOHCA5uZm8aUvKyvDzs4OExMTVFRUOHfuHPr6+ixcuBBbW1u0tbXFP46rqyu1tbUMHDiQhIQEMbpvaGjgxx9/5IcffiAjIwN1dXX69u1LdHQ0ZWVlzJo1Cz8/P+bNm0daWhoODg5U//88l+fOnROk7fv374vaellZGVZWVkyePBk7OzumTJnCtGnTKCsrE9OV3hLA6NGjcXFxoaWlhebmZqqrq+no6GDfvn3s2LFDeNl6enoYMmQI+/btY9SoUUhJSVFaWsrRo0cpLCwkKyvr/6xa3NzcUFJS4vv37+jo6ODq6kp0dDTz589n5cqVDBw4UFCl582bJ6apnz9/pra2lu7ubhITE4mPjycgIIDa2loaGhqEi3XXrl0ADB06lNTUVAYMGEBKSgqDBw9m9uzZXLhwgdbWVoYOHcqOHTvEesLMzIzKykrOnz9PT08PampqXL58GS8vL44ePcoPP/xAaGgo48aNw9LSEmVlZY4dO8aIESNITU3l4MGDSEpK8vbtWwYOHEhzczMJCQlYWFiwYsUKFixYgKqqKnfv3kVGRoa1a9cSGhqKoaGhOIUPHDiQ3bt3s2nTJvLy8tixYwdDhgzB399ftFHDwsLYvn07BgYGoqCwd+9eDA0NaWtrE5Lk3lX9zp078fHxoaWlhZEjR3L79m20tbXx9/enurqaBw8e8OHDB9zc3IiNjRVZneLiYoKCgqitrUVaWppbt25x9OhR2tvb6ezsFBPfzZs38/TpU7q6ukQEodcskpyczIcPH1i0aBENDQ0oKytz8+ZNfHx8MDMzY/fu3QwdOpRTp06JFfayZctEsUNbW5u9e/diY2PDzp07cXR05NSpU6ipqZGamsqPP/5IaWkpnz9/xsHBgTNnzvwfTMD379+xtLQkT1qaTU+fMkxODvuuLhKAa15eBP3wA/Hx8ZiamnLnzh2GDx/Ow4cPkZaWpqOjQ7z8xsXFMWrUKPr06SOQDf3792fx4sW8efOGKVOm4Ofnx86dO/n69atY3fV6HnsnU72IAi8vL54+fYqenh4aGhpUV1eTkpKCp6cn0dHRbNu2DX19fcrKyrh48SK7du0iNzcXX19fTp06JdqmJSUl3L9/X9g71q9fj4yMDK9evUJCQoKWlhaqqqq4du0aDx8+ZOzYsbS2ttKnTx98fHxYvHgxeXl5qKurk52djba2NkFBQWLF3NjYyF9//cWzZ8+orKwUyJDe72VTUxMAP/30kzBu9MrKNTU1qa+vR1lZmcDAQAYMGEBVVRXPnz8nJyeHzZs3Y2dnh6KiIg4ODigqKopDV3NzM9+/fyc/P58XL17g7u7OlClTcHJyYsyYMWhpabF9+3bMzMyQlZUlIyODxsZGysrKxAp3+fLlyMrKimbmw4cPkZSUpL6+nvnz55OTk4OUlBQeHh4MGTKER48eoaysLFbOY8eOJSoqikGDBmFnZ4ezszOlpaV4eHhgbW3N6tWr8ff3Z9GiReTk5KChocGzZ8+IiYkhNDRUeGnfvHlDQkIC6urqPH78WPhre/VuDQ0N+Pv74+7ujpaWlmivZmVl0dHRgbS0NDdu3OD48eOCo1lZWYmfnx+KioqoqqoKTMWwYcME3qSjo4MVK1agr68PgLy8vCjzNDQ0YGxsLFBY7969o0+fPuKe3traSn19vXheW1lZkZWVRUtLC/r6+qxevZrVq1eLyI2KigovX75kw4YNghRgbGxMZWUlT548YeLEiXz8+BFXV1e0tLRwc3Pjxo0bVFRU4OrqSmxsLO/evePAgQNs2LCBpqYmnjx5wuDBg0lOTubr1688fvwYVVVVPD09kZaWRlpamubmZvr06cPIkSPx9/fnzp07jBs3Tkz1Pn/+zIQJE3BycuL06dOsW7eOgwcP/k8h9W+vQ4cObe4dH9fU1KCsrMz379/x8PDA0NCQxMREli5dSkJCAklJSaKZ2Buil5SUxNnZmZqaGurq6pCVleXvv/9m7969LF++nIEDB7JmzRpGjRqFmZkZ3t7ejB49msbGRlatWsX9+/c5evSoEPrevHmTxsZGOjs7uX37Ni0tLZSXl7N06VLy8/MpKirCy8uLUaNGceXKFX7//Xe2bNmCuro6b9++5f379+zcuZNr165RX19PYmKiaFtKSkrS3d3NzJkz6ejo4Pr165w/f54xY8agoKDAiRMnhDfRzc1NgHr79u2Lo6MjRkZGKCkpYWVlhbu7O4aGhigoKKCjo0NSUhIxMTFoaGjg4+PD8OHDBZ7k3r17vHz5kq9fv1JfX4+qqiqLFi2is7OT5ORk1NXVeffuHSYmJuzevZtTp07x+PFjnj9/ztKlS3n8+DEdHR2Ul5djZGQkvhy9+R1NTU3xkpKfn8+RI0cwNDQkNzeX+fPn09jYyE8//cTChQt58uQJ2tra4kQ2fvx40eZ5//49RkZGeHp60t7eTmVlJbNmzRJC6x07duDn50drayvJyck0NDTQ09ODl5eXmLTq6+ujpaUF/JcZpa+vz6ZNm7h8+TKTJk0iLi6OGTNmkJeXx/z58/nhhx/Yu3cvc+fOpbW1lebmZoEd8fDwEM3aXsn9wIEDiYyM5NKlS+Tn59Pc3ExdXR1BQUH89ddfrFq1iqysLPGgWbduHXv37kVHR4dp06aRlpbG2LFjOX/+vHh5783tpKWlMX78eHbs2IGNjY0QfEtKShIWFkZubi6GhoYcOnSI6dOnM3jwYO7cucOpU6f4/PkzFRUVXL9+nfv376Oqqoqvry9ycnJ0dXXh7++PoqIipqamSElJkZKSgrKyMs7Ozjx9+pSdO3fS09NDY2MjTU1NIoTt7e1NVVUVf/zxB7/88gsnTpygoKCANWvWMGLECD58+MCyZctEK+/t27d0d3fz5MkTVFRUmDdvHi9evEBaWpopU6ZQUVEhVFpjxowhJSUFOTk56uvrSU1NxdLSku7ubnR0dARXavv27Tx58oTVq1ejqKjI/v37kZCQwMbGhrS0NKE9Gzp0KJcuXcLd3Z3t27eTl5eHpqYmly9fpqCggPHjxxMeHs6Gf/6h1c+PPmFhmE2ZgqWNjcDNyMjIUFVVRWRkJJMnT8bKyoqSkhKUlJQoLi4mIiJChNCdnJwoKytDWVmZs2fP0tDQQHFxsZjQGBgY0NnZSVlZmVhJ/uc//xHfS3d3d9TU1EhPT8fe3l7kVXt9wwkJCVy6dAkrKytsbW0F/iQmJoZHjx7R0tJC//79uXjxIh0dHWKC99tvv2FgYICJiQnGxsYEBARgYmIiGofe3t58+/aNfv36ceLECdra2hg0aBB///03nZ2dLFy4kOrqagHI7VUPtbS0CM9tr3B93LhxREVFiXvc7t27SU5OprOzE1VVVWRlZZkxYwbr1q1DQUGB5uZmWlpaOHHiBHZ2dvTt25eBAweyadMmmpubsbe3p7y8nNDQUKSkpEQb8PXr1wwePBhtbW3++ecfEhMTGT16NH379iUsLAxZWVlCQ0MxMzOjrKyMhoYGWlpaaG9vFxuUMWPGsGzZMjZt2sT3799RVVWlo6ODoUOHipflpqYmNm7cyLx580RpITk5mYCAAHJycgQovVejVFZWRkhICHp6euzZs4eZM2ciLS2Nm5sbS5cuRV1dnU2bNjFu3DhMTExwdnYmOTmZjRs34uPjg4qKikDWnD59mvLyciZMmEBnZyd//vknZSgY8PcAACAASURBVGVlzJkzR6wj9+7dy8OHD/H29iYzM5Oenh4KCwvJzc0lNjaWpqYmrl27RlBQEIsWLSIxMRE5OTk0NDQICQmhs7OTMWPGiPxqVFQUkydPJjs7m+bmZtrb21FXV6enp4e6ujqmTp1KdHS0eHZlZGQwcOBAfv75Z6Kiojh48CAqKip4enqipKSElJSUYMplZGTg6emJkZGReL4aGRlhZWXFkSNHuHjxIgoKCjQ2NhISEkJSUhLq6ur06dMHIyMjwRaUk5Nj3LhxGBoa8urVK3bu3MnNmzeZOHEi/fr1o6ysjKqqKsaPH09dXR0bN25k2bJlYuUbGBjI3bt3uX37NiEhITg4OFBYWNi7rfjfi9q/uQ4dOrRZXl6ew4cP079/f3R1dUlLS2PChAmoqalhZmZGbm4ud+7cYfny5YJYnJ2dzaRJk5g2bRpaWlrIyMjg4uKCi4sLZ86cYenSpcyfP59bt27x559/Ul5ejpeXF62trZibmzNgwAAUFBSE+HbNmjXY29uTkJBAR0cHjY2NAHz58oXW1lYeP37MhQsXmDhxogCiurq64ujoyNGjR/n111+RlpYmJCSEc+fOoaqqir+/P2/evGHAgAFISUkxc+ZMdu3ahYqKCllZWWLU7+zszMOHD7l16xZhYWHk5OQI2e+nT584fPgwOjo6fPz4kW3btuHi4sKnT5/EDe3UqVNYWlpSUlLC8+fP6ejoICEhgSlTpnD27Fnmzp2LpaUlffr0oX///sjLy/P27VsA/Pz8eP78OaGhoWhqapKdnc21a9ewsLAgMjKSGzdukJqaipaWFi4uLkhLSyMpKUllZSWKioqUlZURFBQk2oMeHh4YGRkxduxYkTPqDfRXVFSIIPCTJ0/w9/cXI/6nT59iamrKpEmTuHbtGubm5mhqapKamkpgYKCAm/ZW5nul7+7u7ty8eRMLCws0NDT48uULW7ZsQU5OjgEDBiApKSnI8snJyUhJSQleX3BwMLW1tcyfP5+kpCTGjh2LsrIyR48exd3dnZycHNEY7m2tGRsb09bWRkVFBdu3b0dXV5fa2lpu3LjBjh07OH36NOrq6qSlpaGioiLgzbm5uSxatIiAgADs7Ozo378/Z8+eFSuW3imhpqamwDm0traye/duwsPDBUXexcWFU6dO4eTkxLBhw1BSUhL+Vzc3N65evUpnZyfd3d14e3uzf/9+5syZg4yMDCtXrmT48OFER0cjKyvL0KFDOXz4MJMnT+bYsWMsW7YMW1tbfH198ff3p6ioiAMHDjB06FB0dHQ4dOgQsrKyFBQUsGjRIhISEoTgXF9fHx8fH9G0bm5uFqDYL1++UFNTw7lz57C0tKSurg5XV1fa2towNTVl8ODBfP36lZEjR6KtrY2qqqrwxnp5eSEjI4OUlJR4EPbp0wc3NzeysrJISUkhPz+fSZMm8dNPP7FhwwZ0dHSYPHkykydPpri4mOfPnxMYGMipU6e4f/8+9+/fF/kgOTk5+vXrxx9//IGLiwuvX79GQUGBqqoqjh07RkxMDGPGjKFfv36iQbx48WKam5sZPnw4f//9N9HR0bS3t2NhYUFMTIw4ufdO39TV1QkNDUVbWxspKSliY2NF+Prt27c0Nzdz7tw53N3duXTpEoGBgWzZsgUpKSnR7o6Pj6e1tVXgdKysrPjrr7+wtbVl27ZtqKio4OLiInzJ3759Y9q0afj5+fHp0ycePHjAy5cvGTVqFGvWrGH48OGsXr2a8ePH4+Xlxf79+5GRkWHq1Km0tLSgoKBATEwMFhYWnD9/Hi0tLWxsbEQcISEhgdjYWK5evcr27dvFC3+fPn3Izs4WkYOPHz/i6emJjIwMQUFBeHt709DQgIeHBxs3buTChQsi72tvby+mR3l5eXR1dXH79m28vLxESN3Dw4OVK1dSWlpKY2Mj1tbWfP78WWSueg/Gvb/Lxo0bxd/d1NQUa2tr4bDs6enh1atXFBUV8enTJ6ysrID/chQlJCSIiYlBWVkZDw8Pnjx5QlBQEMnJyQQFBVFSUoK+vr4oQO3Zswd9fX2Sk5OJjIxk3rx5QnRuaWkJIODYWlpaREREoKOjI7J8KioqxMTEMG3aNK5du4aioiJFRUX89ttvnDhxgtLSUq5cuYKBgQE+Pj6cOnUKPz8/fHx8/s90TklJiffv3xMXF0dYWBi6urp8+vQJbW1tjh07JlzJHh4eVFdX4+bmxtu3b8nJyaGyspI9e/aIbUhmZiaampo0NTUJsPurV6+YOHEiCQkJ/Pnnn2RlZeHk5ERUVJRonubn59PQ0MDmzZt59+4dmZmZTJkyhUuXLnHz5k0cHBwYP348u3btoqKigvHjx4sCW1ZWluCRamtr079/f8GsTE1NpaenBwkJCYHlOnfuHJ2dnYSHhwuv9fPnzykrK+Px48dERUWJzVhoaChaWlp8+vSJ2NhYcnNz/7f6/LfX5s2bNwcHBxMYGCiAeb304bS0NKqqqnj9+jVr166lsLAQHx8fwczZsWMHS5YsYfTo0Rw6dAg5OTlKSkpwdnbmy5cvDB8+HB8fH86fP4+HhwebNm3i1q1bolHj6OjIrVu3+Pr1K87OzkyfPp24uDjs7OzIyspCVVWVgQMHoq+vT319PTdv3mT//v1YW1tjZWWFlJQU/fr1w9XVFUtLS6ZPny5eIFVVVdm0aRO//fYblpaWGBkZoaamho+PD+fOnePGjRvU19cza9Ysdu/ejY+PDxERETx69Ihnz54RGBjIsWPHuHbtGsOHD2f06NFoamoSGhpK//79ycnJYdKkSVy9epXp06ezdu1a0VZ1dnYWequGhgZRNpCTkxNC4srKSkaPHk1aWhry8vI0NDSItdmuXbuws7Nj1apVNDU1cfDgQdavX09SUhImJibU19fT2dnJ1KlT6du3L9XV1fj5+fHgwQP27NlDQUGBgGEGBASgrq7OmTNnBO/p27dvaGhoYG5ujo+PD0OGDOHSpUvY29tz5swZ5OXl8fX15cWLF1RVVVFdXc3Nmzd59uwZR44cISsri8mTJ+Po6MjBgwdJTEzEwcGBuLg4AgMDefHiBdOnT0dJSYnXr1+za9cuHB0dOXLkCIGBgXR3dxMcHCxG5v7+/igpKTFp0iQkJSWRlZVFXV2dK1euoKWlRVRUFHPmzGHTpk10dXXx6dMnZs6cSXFxMb/++is2NjYYGxsTGxvLgAEDsLKyEpiR0NBQRo4cSVtbG2vWrEFbW5uQkBA2btyImZkZPT09zJs3Dw8PDywsLIRWpZfbdenSJZ4+fYqUlBR2dnY8f/6cc+fOERQURE9PDzU1NTx69Ijq6mrevXvHunXrqKqq4u3bt9TV1bFnzx6CgoKQlZUVQu729nYCAgKQlZXl48ePODs7Iycnh4GBgRBXx8fHY2RkRHBwMPb29lhZWSEpKcno0aPF75aZmUlcXBxRUVHY2NiwevVqTE1NaW1tpaCgQKhmamtr6erq4vPnzxw5cgQ5OTm8vLxQVlbm3Llz3Lp1S8Qavn37RktLC3JycsTExODp6cnRo0fp378/ampq5OfnY2BgQH19PVFRUYK/N2TIECQkJCgoKCA6OpqIiAj+85//EBERgY2NjZiUVlZWisLS4MGDCQwMxNzcHFdXV2xtbUlKSkJXV5ctW7YQGBjI5MmTiY2NRUZGhhEjRnD27FkmTZqEkZERixcvRkJCghMnThAeHs7bt2959eoV6urqvHjxgsOHD2NkZISRkRGlpaUkJyejr6/PTz/9JCwlve3YadOmsW3bNvEzACxbtoxhw4bx/ft3zM3NMTY2FnnMXqafo6Mjr1+/pqmpSTR1LS0t+eeffzh58iR1dXVERUWxb98+YmJi2LhxI3V1dWhqamJlZUVtbS2dnZ3U1tYSERFBWloawcHBHDhwgFmzZqGjo4Ovry81NTVC0ff8+XMmTpzIu3fvePXqFe/evePBgwd4eHjQ1NREdXU1JSUlBAcH09DQgKWlJdu2bcPOzg4DAwOxhl65ciUxMTHY2NiQnZ3N6NGjRaHnzJkz/P7777i7u6OgoMDcuXPZsGED27dv5+rVqyxevBglJSWsra3p27cvCxYsoLW1ld9//100AXvZmG/fvqW1tZVhw4ahqqqKn58f2dnZAGhqaiIpKSk0fDNnzuTVq1d0dHRw7NgxoRR0cHDg3r17uLm5oaenR35+PiUlJSKqkpaWhqamJuPHj0dLS0s0UmtqavDy8mLp0qXcuHFDTFz37duHqakp7e3tKCgoUF1dzbRp0wD4+vWrwOJUVlaipqaGhIQEzs7O4sUkJCQEOTk57ty5w8qVK3n8+LEwHvz4449IS0uTl5fHihUrKC0tpb29nba2NlJTU9HW1sbY2Jj79++jr69PbW2tOCwuXLgQDw8P3N3dcXNzIzk5mQULFggYuYuLC7q6utTV1VFRUcHNmzcZPnw4ZWVlZGdn8/nzZ/r160drayuvXr3CzMyM9PR0bGxsmDRpElpaWhw/fpx58+YxZswYHBwcRPlNW1ubP/74g4KCAvLy8vj48SP5+fkEBwcLuLi3tzfPnj1DTk6OzMxMpk2bRlNTEzY2Nri5uZGXl8fRo0d58+YNysrK7Nixg6FDh4qfOTY2Fn19faKjoykvL/9fmeDfXpGRkZuXLVuGsbExxcXF5OTkYG9vT1FREd++fcPf35+KigouXryIiooK7969Q1pamsLCQkJCQhgwYAD79u1j0aJFaGpq4u/vj4WFBVeuXGHChAloa2vj5OQkvoxNTU1UVVUJCnVhYSFbtmwhPz+fmJgYxo0bx4ULFzh37hyOjo6EhYVhZmbG4MGDUVBQQE5OjqysLNatW0dubi42NjacO3cODw8P5syZQ0dHB3fv3sXHx4fp06cjLy8vWlvv37/HwMBA3FTXrl3LrVu38Pb2xsDAAE9PTwYNGsTAgQPp168fUlJSFBYWoq2tzcSJE1FQUEBNTQ2AtrY2Pn36xN9//42mpiZBQUGYm5uL7FFlZSUWFhYEBATg6OhIdHQ0YWFhmJqasnXrVry8vFBTU+Pr169ERkayZs0ajh07xrdv37Czs+PChQsEBgYKs0FoaCizZs1iwIABDBgwAAMDA0pLS5kzZw4RERFipfLmzRuWL19OZWWlIJCvWrUKHx8fgoKCqKqqEpqVs2fPMnPmTF6+fImZmRkxMTH89ttvREZGUl9fz5gxY3BycuL9+/esXr0aNTU1cnNzsbS0JCcnh9LSUqZPn46hoSE9PT2oq6sjJSUl9FwAxsbGNDU1cfXqVWFl6L0Bffr0iaKiIhYvXkxnZycDBgz4f9h7r6Csrz5s9wLpD70XARFUEBCRIh3EBgKioliwK8YSrLFFk5jE7htrosaaiBUbYouCERApCopgoUiVJh0EQeo+yMeaec/ekz3f3jNZM56BMPA8/Nf6rfu+rv+68ujo6MDW1hYHBwcePHjAtm3bhI7n/PnzDB06lIsXL5KQkMC8efNExiYsLAw7OzsCAwMpKipCUVGRjIwMFi5cSGVlJTdu3EBLS4u2tjZWrlxJfHw8BQUFtLW18erVK4yNjRk+fDiLFy8mJycHiURCTEwMYWFhlJSU4OrqKsLmNTU1DB8+XNC3zczMyMnJwcXFhcDAQGJiYhg5ciS9vb2MGDFC/C7z8vJ4+/YtFRUVtLe3i9ehlJQUsrKylJeX4+XlxdWrV1FUVAQQTWsPDw+6urpYtmwZM2fO5Nq1a2zZsgUzMzNmzJiBoaEhJiYmlJSUUF1djZ2dHQMHDmTLli2sXLkSeXl5EhIS6OnpQUpKit7eXhEQLyoqYvDgwaiqqnLv3j2GDBnC48eP+eqrr8jNzcXCwoJXr14RFBQkIKl9RaPXr1/z+fNn1NTUWLBggZgelpSUcOTIEbS1tcnNzWXmzJno6OiQnZ3NwYMH0dXVJS0tDSsrK0xNTbGwsODt27c0NjbS3Nws8C3jx4/Hzc1NAKP7TCN+fn5ERkbi5eVFU1MTc+fOZciQIezfvx9bW1s+f/7MqVOn8PHxQUZGht7eXpYsWYKGhobA1kRHR3Ps2DHS0tLw9/fHzc2No0eP8uHDB8LCwrC2tubTp08MHDiQHTt2MHDgQDw9PTl27BhGRkZcvXoVb29vWltbqaqqYtmyZVRUVJCcnIxEIiEwMJBRo0bx7t07ZsyYgYyMDOvXrycwMJDExESUlJR48+YNy5Yto7Ozk46ODrS0tGhububVq1e8e/cOLS0turq6qK6upqGhgVWrVuHo6IizszNeXl58+vQJBwcH6urqmDlzJuPGjePLly8kJyfz+fNnvL29xd/sH374gfb2dhYvXszEiRPp6Oigu7tbbBwWL17M8ePHiY2NZe7cubx//561a9fS2NjIhAkTAPjhhx949eoVI0aMIDs7m507d/Lp0ycMDQ1xcHBg+vTpzJgxAxcXFwGqrqurIyIiAmlpaSoqKli2bBkvXrzAx8cHOTk5Kisrsba2Rk5OThD3hw0bxpo1a+jq6mLatGkcP36c/Px8Fi9ejK2tLfHx8cTFxTF//nyuXbtGa2srSUlJ2NjY4OPjQ0NDAzNnzhQN/eLiYtTV1ZFIJNTW1gp+4u7duwUmZ/ny5cjIyKCiosLRo0dZv349Z86cYejQoeL5lpiYiLKyMleuXBG2l6amJjw9PXny5AlmZma0trYyefJkGhoaCA0N5f379+jo6AiX9MSJE2lsbERGRgYTExNkZGQwMzNDW1sbZWVlurq6aGpqQl9fn6CgII4fP86JEyf45ptvaGpq4u3bt0hJSeHl5UVqaio9PT3Y29szbNgwcnNzuXLlCuHh4VhYWLBmzRpxMFdQUODWrVvIyMiQm5vL33//TUtLC+bm5gKWvWfPHmRlZXF2dubs2bOEhoaiq6uLt7c3srKytLe3Y2RkRHh4OA8fPsTJyYnr16+zc+dOAgICqK6u5vjx46L52dLSgqWlJRs3bmTJkiXcuXPn36vP/3UdPHhw25EjR6iqqiInJ4erV6+iqanJtGnTsLe37/thkp+fj76+PpMnT+bTp08iW6arq4uuri4ODg5s375duDRnzZrFs2fPyMnJ4auvviItLY24uDhWrFjB6tWrmTZtGt3d3djZ2ZGamoqVlRV2dnbs3LkTHR0dHj16hJ6eHhcuXODZs2cYGBhw9uxZbGxsRF0/PT2dkpIS0tLSWLlyJatXr8bNzY2xY8dSUFDA1atXRa1bR0eH27dv079/f0pLS5k2bRpdXV08evRIqKjCwsLEBCskJASJRIKxsTGvX7+mt7eX7OxsoQlqbW0lICCAH374gbCwMKqqqvjrr79wdHQUJxpra2vOnz/PypUrWbRoEceOHePRo0eMGjWKCRMm8Pvvv6Onp0dQUBC+vr68ePECFxcXpKSkuHz5Mvb29qipqQkgZVVVFeXl5ZSWlpKfn8+1a9c4ceIEf/zxB8uXLyc9PZ2Kigrq6+tRVVUV2hwVFRWGDx9OTU0NDx48YNq0aejr6zNp0iR8fX2FyL7PsNCvXz9kZWWFMPzy5cuMGzcOJSUlGhsb+e2335g9eza6urrMmjWLDRs2cOLECVEaePz4MQkJCVRVVREZGYmysjL6+vrY2dmRnp5OT08Pz58/Jzg4GCMjIxYvXiwk2K6urhw4cABVVVXk5OSws7OjpaWFCRMmEBMTw/Lly1FUVMTIyEicdnV0dERGqLOz87/aWhEREaiqqmJvb8/9+/exs7MjPDycsWPHcvPmTYKDg2lra0NZWZnk5GRaW1tpa2vj6tWrZGRkUFNTg4mJCQUFBf+VT+yjp79584auri4UFBQE2TsjI0NsAoYOHUpPTw/d3d1YWFhQV1dHfn4+bm5uKCsrM3r0aB4/foy5ubngfqmoqLBz507KyspYsGABVVVV4ro0Pj4ec3Nzurq6qKqqwsTEhPv37zN16lTmzp3Lr7/+yrNnz7hw4QK+vr64u7tz4cIF1NTU0NPTw93dHWNjY/z8/Bg7diwmJiZIS0sL+bWpqSmpqal8+PABBQUFFi1axLVr17h27Rr6+vqcPn2aFy9e8Pfff/P48WN27txJU1MT7e3tQtQ9f/58oqKiKC0tRU5ODmlpaVxdXVm+fDmVlZXU19eLdmtHRwddXV1i87x3715evnxJUlIS9+7dIyEhAUNDQz59+kRVVRVZWVkCbmxoaCgmaIWFhcybN09ML9+8eYOVlRUGBgbIyMhQVFTEuHHjSE9PJycnhzFjxhAYGMjmzZspKSlh4MCBYnIfHR2NRCKhvLwcNTU1CgoKePv2LZs3b2bZsmVERUWJNnt0dDSjRo1CWlqaN2/eICcnR1tbG7m5udja2pKUlMTKlSuZNGkSnp6e2Nvbc/LkSQ4ePEhMTAyFhYUMGjSItLQ0LCwsGDZsGOfPn2fChAlYWVnR0tJCU1MTN2/eZOzYsSgoKDBmzBgGDx5McXGxsIEkJSUhkUh4/Pgx8vLyyMnJ0dTUxJUrV4iJiSE9PZ0bN25QUlLC7du3GThwIJGRkZw6dYqSkhJMTU0ZOnQoioqK1NTUCDtKXyv+wYMHdHR0cOXKFVatWgXAhw8fWLduHVpaWsyePRsVFRV+/vlnlJWVhVrM3t6e3377DTs7O/T09Hj+/Dnr16+nqakJdXV10To8dOgQo0ePFgSBVatWER4ezo0bN6iursbJyYmGhgbOnDlDc3MzK1asYNmyZdy+fZuenh68vb3Zs2cPP/30E6WlpSxbtoygoCDBGquoqEBXVxcfHx9iY2NZsGABEydOZN68eWhoaPD582d8fHxEnCMrK4tbt26RlpaGg4MDnp6e+Pn50dHRgbq6OvX19VhZWVFVVSVcln1Z3traWiZNmoREIhEb1MLCQm7evMnmzZuRlpZmwIAB4pq4j/XX1tbGhAkTsLOzAxBopoEDB5KcnIytrS3Nzc0oKyvTv39/zp49i4yMDHl5eWLjJyUlxbx583jy5Amtra3MnTsXgD179rBp0yZ+/fVXUQzs7OwkOzub2bNnEx8fz+LFi8VNU18BSFFRkd27d7Nt2zZycnLIzc2ls7OTnJwcMT2eP38+ISEh5OTkiOcfQP/+/Rk1ahQnT55EWVkZRUVFenp6GDBgAHFxcX1YlX83av/LOnTo0LY+t+H48eOFz9LY2BgVFRXMzMx4+vQpubm5LFmyBECoj9ra2pCTk8PJyYl9+/axb98+Bg8eTGRkJAEBAVhZWQlo4ty5cwWWYcWKFejo6IgAa98b7dixY7S0tIisx+3bt5k6dSpDhw4VWYQtW7YQGBjIp0+fiIyMZPXq1WhqaiIjI0NcXBwjR45ET0+P2tpa7t+/j76+vjgZRkZGCsfn77//TkZGBv369UNaWpr8/HzOnDlDREQExcXFtLW10dbWhpKSEmFhYaiqqqKpqcmDBw+ws7PDw8ODu3fvEhQURHd3N87OzgQHBzNjxgw+ffqEi4sLv//+O5qamnh5eWFoaEhAQACenp6kpaWhra3Ntm3bcHR0xMTEhL/++ouxY8dy/fp1AgICRLjT2NhYCKH7MmB9nBt3d3e6urrEKbusrEwoO/p4SXPmzKG5uRlzc3Nu376Np6cn27dv586dO2IjIS8vj62tLRKJhK+//prDhw8L1czu3bvZtWsXt27dore3l8zMTHbu3CnYWXV1dRQXF2NgYMDz58+ZMGECAwcOxMfHh7i4OJ4/f87Ro0dpa2ujsbGRiRMnYmFhwbp168jPz0dKSorNmzdTVlaGRCLhypUrpKSkkJ+fz/r162lpaeHDhw/Ex8czfvx4ysrK6N+/PwUFBVhZWVFQUEBvb6+YnGhpaWFra8uiRYs4d+4cz549Ew3cS5cuUVlZSWNjI0ePHsXFxUVwmsrKynBxcUFTUxMDAwMhU+7LB/a1x+zs7AQfqKenh5KSEiQSCQUFBeKE6+bmhpqaGgkJCUhJSdHQ0IC7uzs1NTXU1NSISUpycjKFhYXMmTOHv/76i7CwMGxtbVFQUKCmpoZly5bR0NDAiBEjhCdSTk6OnJwcIVjOyMjg8uXLrF+/nuzsbOFTrKioIDMzk7Nnz7Jq1SosLCz466+/8PDwoLKyEm9vb1HXj4+PJyAgAH19fTo6Onj58iVtbW1ER0dTVlZGZGQkT58+RV1dXZDjKyoqmDVrFomJiVRUVHDo0CHCwsJISUnB29sbd3d3XF1dRcNu3rx5tLS0kJCQgLS0NDdu3MDS0pLjx4+jo6PDgAEDuH79OmfOnMHBwQE9PT0kEomYLsydO5f4+Hjmzp1LZ2cndXV1VFVVMWvWLPT19UlOTkZZWZn09HSRB718+TLl5eW8ffuWH3/8kRUrVqCoqMiVK1eIi4sjKSmJuro6cnJy8PX1FZvxPhyIp6cnNTU1wv0YFxeHnJwcMTExeHl5UVhYyIIFC5CTk0NRURELCwsaGxuprKyk75YiKCiI8PBwrKys+Pjxo3AE29nZ8ebNG1RUVMjPz+fjx4+sXr2aPXv2UFNTw9ChQ8nMzMTV1ZVr166hpaWFi4sLhoaGpKSk4OPjIxhqCgoKxMfHU15eTn19PZMmTaK3t5eMjAzBggPo6enB2tqa7u5uvv76a6Fei42NZc2aNRhkZ7OhqIhJmZnov3tHUW8vc7/9lpUrVxIZGSmKRX2Zr/z8fH799VdOnTqFr68vN27cYPbs2SQmJlJdXc3UqVOJjIzk8+fP5OXl4eDgwNChQ2lubqa0tJTu7m5OnDhBWloa79+/x8vLi4ULF4pNQXh4OG1tbYwbN46NGzeyevVqXF1defLkCWFhYWhpaTFy5EhR+jpw4ACrV68mPj4eQ0NDvvrqK5ydnfn999959eoVZmZmJCQk0NXVxfHjx7l48SI7d+4kPT2dqKgovvvuOwYNGsSJEycIDQ1l0aJF7NmzB0NDQ2xsbFi/fj3z58/nxIkTtLa2Mm/ePPG399OnT1hbWwtgdUlJCa9eDjJ0yQAAIABJREFUvSI4OJimpiacnZ2xsLBg8+bN1NbW8vbtW1auXMnQoUMxMDCgubmZrq4uRo4cib6+PleuXEFPT4+jR48yduxY8vLyxJRcXV2dyMhIPn36xK+//kpvby/q6uro6elhampKWFgYEomErVu34ufnx/Tp09HX16e4uBhXV1e8vLw4ffo0wcHB9PT0CETJ0KFDiY+Pp7Ozkz/++IPa2lo0NDRYs2YNGRkZnD17ltmzZxMZGUlBQQFhYWH069ePwMBAZs+ezZkzZ5g8ebLYW6SmptK/f3/U1dVJSkri77//ZsqUKdTV1SEtLU1qauq/GbX/de3fv3+bnZ0dBgYGNDY2Ym9vz8GDB9HX16e6upqzZ8/i5uZGd3c3tra2REZGig3E8OHD0dHR4dy5cyxevJjvv/9eZDdCQkL49OkTUlJSJCcnU1NTg7GxsajFV1RU8OOPP2JlZSVe6J2dnWzbto2tW7cyb948PDw8iIuLo6ysjNraWtTU1ACEV/Phw4dMmzaNoKAg0tPTmThxIvfu3WP06NGUl5ejrKzM4MGDWbx4MUFBQdTU1FBRUcHLly9xcXGhtbWViIgI4uLiePHiBcuXL+f58+e8ffuWa9euUVhYiKqqKs+ePRO+09evX+Pv709iYiJTp05FVlaW4uJiUlNT2bVrF1OnTsXY2BgtLS2kpaWZOnUqubm5DBo0CAUFBaSkpPjy5QuxsbGcPXuW9PR0amtrqa6u5vPnz1y5coXAwECWLl1KUFAQ6urqODg4UFBQQEpKCoqKirS3tzN69Gg8PDzYvHkzTk5O9PT0iO+lqqqK/v37Ex8fT3BwMKWlpYLnVFFRwciRI7GxsWHUqFE8efJEZAizs7PR1dUlNDQUR0dH1qxZw9SpUzE1NaW+vh4XFxdOnjyJtbU1hw8fJi0tjV27dokT2tWrV7l16xaZmZlYWFjQv39/5s2bx7fffouvr6/ILj579oyDBw/i5eWFoqIilpaWNDQ0sH37dtasWcN3330nWsZ9b3x1dXVevnwp3vSFhYWMGjWKsrIylJSUcHd3JyEhgcLCQh4+fIi1tTWDBw9m0KBBXLt2jevXr+Ph4UFjYyOvX7/m6NGjXLp0iaamJjQ1NcUVuYuLCx8/fqS0tBQdHR0iIiKwtLTkP//5D46OjoSHh+Ph4UFxcTH19fV0dnayYMEC8vLyUFNTIy8vj/79+9Pd3U11dTXa2tro6upy584dJBIJnz59YteuXdy8eZPi4mIUFRUFQfzrr7/m3Llz+Pn5kZOTQ2dnJ97e3kybNo01a9Zw9epVZs6cKfhncnJyhIaGCoF9QUEB3t7e2Nvb4+fnJ9pkNjY2Ap58+/Zt3r9/z4cPH/j06RNnzpzh0KFDxMbGMmzYMCIjI9m6dSuPHz/GxsaGwsJC/v77bywtLenu7qanp4evv/6aM2fOCNBwaWkpW7duZdeuXSgoKJCUlISuri4fP34UV5BFRUVMnDhRTBP6WE1jx44Vjc7vvvuOjIwMXF1dSU5OxtXVVfhCHR0dOXnypNj4rV+/Hg8PD/Lz84mNjaWxsZGGhgYMDAzYsWMHlpaWYjIzfPhw1qxZQ3p6Oh0dHQwYMICsrCxUVVWRlpbGz88POTk5wSfs6uqiuLgYHx8f7OzsyMnJQV9fn8jISDENzMzMxNbWlqNHj/LmzRvS0tKYPXs2ubm5yMvLs379egICAoiKimLPnj1C+L1p0ybMzc2Ji4tDUVFRlJS+fPkiUDPz588Xh8CJEyeKm4qOjg7a29v58ccfmT17Nm/fvhVmDj09PUaOHCkOFxkZGXh6emJoaMijR4/E3/u+w0lCQgJaWlr8/PPPaGtrM7mnhxmJifzU1sZuoBNYl5ODVmAgvcbGNDU1MW3aNMLDw9myZQvXr19n27ZtNDU1icJGREQEp0+fxtvbGxMTE06fPk1HRwcSiYTvvvsOfX19Hj58yK1btwgODsbY2Jjly5eze/duDh06JKIPlZWVzJo1i6KiIn7++WecnJzQ0tLi/fv3TJgwgdTUVJ4/f055eTltbW0sW7aMgwcPEhAQwNu3b3F0dOTXX39l1qxZyMjIYGpqyr1793j58iUNDQ0kJiYikUjQ1dVFRUUFExMT/Pz8BBYoMDAQiUTCq1ev2LRpE93d3Vy8eJHi4mJMTEzEIU5NTQ1VVVXU1NTQ1dVFW1ub/Px88vLyuHjxYh9+And3dwFunzp1KgEBAUgkElpaWhgwYABr1qzhw4cP6Onp4erqSlxcHDo6OiQmJuLq6kpFRQUPHjxg8eLF2NvbM2jQIHbu3ElQUBAaGhokJCTw8eNH3N3d0dLSwtvbm8rKSpKTk1FRUcHb25uRI0dSUVFBQ0MD6enpGBoaoqGhgZ6eHk+ePKGnp4fS0lLu3r1LeXk5hoaGBAcHk5eXJ7J5gwYN4tSpU1RUVNDa2oq+vj4yMjKMHDlSDGQiIyNpb28XrEYlJSWOHDnCqlWrGDVqlNDnzZkzh5iYmP9poib9/8rO59/17/p3/bv+Xf+u/7+s3l6mZGZy0t2dS0ABcApYB/j/H33Rv+vf9X9ryfzf/gb+v7AaGxvp6ekhPz9fCMAXLlzI+/fvAVixYoXILfV9/IEDBzhy5AgRERGEh4fzzTffcP/+fXbs2EFGRoZwnC1cuBCAkJAQrl27RlhYGNLS0owYMQIVFRXi4+Px8fEhOzubhoYGLC0tef78ObGxsVRVVYmWH8DOnTuRSCR0dHRgZmbGs2fPePbsGUlJSQBoamqioqKCjIwMVVVVwD+j/r4cGMCBAwf4/vvvgX8grDNmzODGjRtkZWWhra2NlZUVMTEx9Pb2MnHiRNzd3Wlvb6e6uponT54ACGp4H5/s9u3brFy5kgULFgjop4yMDM3Nzf8APnNy6Orq4sCBAwQFBQGgr69PT0+PsBoEBwczfPhwcnJyWL9+PX/99RcXL17E19eXtrY21q1bx++//8727dv5888/AURpYdWqVdy9e5cBAwbQ3d3NpEmTcHFxwdPTk66uLmxtbZk1axb9+vUTsmsdHR0A/vzzT1JSUvj555+pqKhg06ZN1NXVoaioyI0bN9i2bZsQoWtqahIREcHy5csxNzdn8eLFwD+kbmdnZy5fviyMDlOmTCE2NhZjY2N27dolNFKNjY24uLiIgH+fyic/P5+CggLMzc3R09OjsbGRT58+cfjwYfLy8sjOzqa6uholJSX27dtHfHw8x48f55tvvsHb2xuAFy9eoKamhqysLM3NzSxfvlzAKSMjI9HQ0CA3N1cQ7/uE1Y2NjQwfPhz4R5kze/ZscnJy/us9cv36daytrXn//j3z5s0jLi6OO3fusH37dlRVVTl06BDy8vIAqKqqClaenJwcEyZMQFZWlrNnzyIlJUVxcTFNTU24ubkJNMaBAwcoLy9n3bp1wD94gj54ZkxMDFevXuXkyZOoq6tz5MgRxowZQ2JiIrt37+bMmTOcPXuW1NRUJkyYgKOjIwDHjh1j1qxZTJs2jba2NrKzs5kwYQLq6uqCa1VYWEhjYyMRERH8+uuvAqQZExMjXmN9YeIPHz5gYmKCtbU1R44cYfbs2RgbG6OmpiaMCH2E8h07dhAYGAj8k2O6d+8emZmZHDlyhLy8PHx8fHj37h2+vr7IyckJr+3p06d58OABHz58wNvbm9WrVwNQU1PDkCFDxFVfX5ElJCSE1atXo6+vj5ubG3FxcUJ/1af/KisrAyAvL0/kcACMjIw4d+4cMjIyfPjwgREjRjB48GDGjx+Pr6+vYNH1oYMAlJSUSEpKwsPDA4Bvv/2W6dOn8+effzJs2DCSkpJwcHAQmp+PHz+KTGKfvuu3335j69atollbXl7OtGnTaGxspF+/fmLq2wfidXV1ZceOHRw8eBALCwsAkeUdMWIEioqKJCcnU1xcjKenJ2VlZcyaNUtofj5//vxfr2VnZ2fgn8laT08PBw4cgM+f0Tl0iO3Jyf/1sfeBwx8+8Li4mIiICLy9vblz5w6enp4AVFVV0dzcjKKiIomJiWRkZFBSUsK9e/dYvnw5Bw4cwM/PD4CcnByRBe3o6EBZWVl8nSdPnhAfH09SUhLy8vKkpaWRm5vLjh07OHz4MKamptjZ2fH69WvKysr49ttv0dfXZ+jQoQC8e/cOAHd3d4KCgpg6dSr3798nKSkJR0dHdHV1WbdunchMT548maKiIjw8PGhtbQUQqixZWVmCg4PJzMxERUUFLS0tXF1dSUlJ4cqVK7S1tZGYmEhWVhbR0dE4OjpSUlICwJgxY9i9e7fIxjU2NrJw4ULRsn79+jU9PT0UFRVhZWUlnqExMTHs378fADk5ORYtWsTKlSs5fPiwcIdWVVVx9epVFi5cyNixY3n58iWvX78mKyuL9evXc/PmTfT19QE4ceKEaN//8MMPXLx4UbRvx44dK0C8ycnJ+Pv78+OPP6KmpsaHDx/E72vr1q2UlZUhLy9Pv379+PbbbwGwt7fn6NGjBAUFYW1tTUpKCsrKypSWlrJ9+3bWr1/PrVu3gH9wKGZmZujo6HDo0CF++uknEhMTmTVrluBG/i/r36tP4PTp09scHByYMmUKJSUlaGlp0dnZyc2bNyksLCQkJITDhw/j7OyMRCIB/rl7bmhooL29XUim/f39qaio4NWrVzQ0NNC/f3/Gjx9P//79Ba9KSkqKnJwcAgIChAsxOjqazZs3s2/fPhQUFDAzM8PIyIjMzExxNVVXV4dEIsHa2hpra2syMjIwMjIiMjKS27dvA+Dn5ydI4H5+frx9+5ZLly5x6dIlMjIyUFRURFNTEz09PQoLC8nKyhItqD///FO8yI8cOYKWlhabNm3ixYsXguNTXV0tArL+/v48ffqU8+fPk5uby5s3b4iIiODYsWNIS0ujpaVFeHg4v/zyC9nZ2RgaGmJtbY2BgYFoEG7cuJG7d+8KNdC5c+cEPPLs2bO0t7eLcHTf3f748eP5/PkzAwcOxM3NDUtLS3JzcykpKcHExAT458HY56Hru1IyNTXl06dPZGVlMWzYMAGqtbGxYeTIkSJb1ve5KioqwvWqq6uLp6cncnJypKSkMHDgQGpra3n9+jVVVVW8ffuWyspKAdosLi5m2LBhuLq6Cu7Uzp07mTRpEgoKCuzevRsFBQVUVFQEi62rqws1NTWBNZg2bRohISE0NjYKt2FLSwuhoaH069eP1atXM3LkSEpLSzl+/DgpKSl899135ObmCgREU1MTkydPZt68eWzbtg1fX1+CgoKQSCQi4/fNN98QHR0t2Gmqqqr88ssvPH78mKSkJOHQe/r0KZWVlQC0t7ezZMkSZsyYweHDh5FIJCxevJiMjAwRmh8yZAiDBw8Wr6lnz55hZ2fH7du3kZaWZvTo0aKq3ncYSU1NFdiJvs87duwYCxYsYMmSJVhaWrJ48WKOHTuGiYkJ+/fvF5vulStX8ujRIzw8PPD29kZLS4unT58SGxsrrj11dHTYvn07paWl4oGpoKCAlZUVQ4YM4dChQ5w5c4Znz56xefNmzMzMyM7O5vr16yQmJuLv7y+arC0tLZSWlvLy5UssLS25ceMG+vr62NraEhsby9ixYzlx4gRr164FEJDTPrm4uro6np6eAnfSr18/Pn78iJ+fH+vWrcPZ2Zlr165x+PBh5syZg7W1NdeuXePFixcMGjSI+vp6gUJJSUnh8+fP3L9/n4KCAvGa7lMCtbW10dHRwfHjxxk/fjyWlpb8/fffGBoaCgDz5MmTRaatrxm8YsUKAT7Nz8+nsrJSbO7d3d2ZOnUqr1+/Flys9PR07OzshEHB0NCQa9euceDAASwsLJg8eTIDBgwQQW83Nzd++uknLly4wPjx49myZQuHDh3i77//FlfGy5cvx8XFhQEDBjBq1Chu3bpFY2Mj/fv3p6mpCT8/PzZt2oS7uztNTU3Iycmxd+9eAgICkJOTo6enBxsbG8LDw1mxYgXz58/HwsICY2NjIiMj6e3tJSsrC4mqKoY3blDp5ETG/9l0ALj8n3/2x4+jqakpfp59Ym4FBQUMDQ0pLi7m/fv3PHv2DH19fZSUlBg/fjxdXV388ccfvHz5kokTJ5KdnU15eTnff/89Gzdu5OnTp7i4uCAnJ4eOjg5eXl7CROLn50dJSQlDhgzhu+++Y8SIEfz111/o6ury/v171q9fT3BwMA8ePBDFoh07duDv78+5c+cwMzMjPT2d/Px8ZGRk2L9/v8hKRkZGsm/fPg4cOCByox4eHty+fZv58+ejq6srDoZeXl4iA5iTk4OhoSFKSkoEBQVx9epVysrK2LZtGy4uLmhra/P69WsmTpzIixcvCAgIICUlRejKent7OXHiBJaWlpw6dQorKys0NTUxNjZm06ZNrFy5kps3b4q88+PHjwVcdsmSJXR0dGBjY8Pq1atRU1PjwoULKCkpkZqaSlRUFDNmzAAQbW53d3cKCwtFkWL69OmcOHGChoYGtm7diqqqKgEBAbx69YqOjg48PT0JCQnBy8uLc+fOISUlxadPn3jx4gXv3r3j4sWLtLa2MnLkSFpbW8nKysLOzo7k5GTevHkjmsQlJSUilpGamsrdu3c5cuQIy5Yt4/Xr17i7uzN27Fiio6P/NRP8r+vEiRPbjIyM0NPTE9Ouvjd9//79uXz5Mps3b+bChQtER0fz+PFjNm/ezKZNm9DT06OiogJTU1NCQkIENy0hIQFzc3PevXtHQUEBaWlp5Ofn09PTw9OnT3Fzc2PQoEEoKiqip6fHkiVL2L17N3fu3EFZWZnp06fT1dXFxYsXmT17NrNnzyYjIwNTU1OkpKS4ePGiwAPs3r2boUOHsn//fry9vRk+fDiysrIiI9UXUtfV1eXZs2dUVVXh7u4uoK8fPnzgp59+QkFBgZKSEkJDQ5k7dy5fvnxBVlaWkpIS3r9/j5+fH4MHD6a8vJyoqCgxvegTCvdtAvsmgFVVVURERNDd3U1paSkzZswgOTmZuro6BgwYQHp6OmFhYZSXl2NnZ8ejR4/YsmULd+7cYe3atWzcuJHs7GyKi4vZsGED9vb23Lt3DwcHB+FfU1RUpLe3l+DgYH7++WcGDRoEwJYtWzA3N+fQoUMsXbqUiooKtm7dSn19PdOnT+ePP/6gtLQUKSkp0ZCVl5dnwIABaGlpsWLFCo4ePcqyZcswNzdHVlaWDx8+MGHCBN69e4euri5Pnjyhrq4OfX19ioqKCA0NpampicDAQD5//kxrayvPnz8nIyODvXv3sm/fPr58+UJ1dTUmJibi5Ojr68vHjx/p378/rq6uBAUFYW5uLnyex48fByAoKIjo6GgBZUxLS2PFihWCpt0nZ7e1tSUlJYWwsDAOHTokShiKioqYmJjQ3t7Oy5cvcXR0ZMGCBYwZM4bQ0FDR5lRSUsLS0pJhw4aRlpZGVlYWRkZGDBo0CE1NTRYvXoyUlBRbt25FQ0ODmzdvEhQUxL59+ygoKEBWVhaJRIKGhgampqZER0fT3d1NdnY2np6efPPNN6xatYrRo0dTVFREZmYm2traKCgo8PbtW96/f097eztaWlrs3r1bKGZ6enowNjZGX19fgJgDAgKor69n8+bNXLlyhejoaOLj40lISGDt2rUoKytjZGTE4cOHOXnyJMXFxejr66OiokJsbKzw2UZHR5Obm4uhoSFDhgzh5s2bJCQkkJGRQVlZGatXr8bGxobQ0FChElqxYgVOTk7MmzePr7/+mtGjR9Pe3s6MGTNoa2sTBHdHR0euX7/Oli1bcHZ2JioqihUrVlBaWsrVq1extrampqYGS0tLzp07x8uXL1m/fj0LFy4kKiqK1NRU6urq8PLywsbGBktLS96/f09kZCROTk48evSIjIwM5s6dS29vL6ampty+fZuWlhbGjRuHoaEh2tra7Nmzh507dxIVFYWPjw/Hjh3D3t5ecBgNDAwEfqavXdu/f3+sra2RlpYWJas+2ruGhoYoYMTFxeHh4cGjR4+wsLBAWVmZa9eu4eTkxNq1aykvLxe4mvj4eCZNmkRXVxfLly8nNjYWWVlZPn/+TEBAADY2NvT29hITE0NERAQ3btzg5cuX3Lp1i0uXLgl8jL+/P3FxcQwePJiUlBQR6ra2tsbX1xdnZ2fs7e3FpqEPeN1HuHdwcODy5cvs2rWLru5unicl4f38OQ97emgCLIE/gN/k5fn1yRPR3iwpKeHo0aNMnjyZuro6nj9/TkJCAkeOHMHd3V38/56ennh6erJy5Ura2to4ceIEVVVVaGtrY29vT0NDA6ampnh5ebF06VJGjBhBcnIyLS0tTJ48GV1dXRQVFQXqxtLSEn19fQErz87Opn///lhZWbF161b09fVJSUmhs7OTDRs2cOrUKTQ0NNDS0sLPz493795x9uxZ9PX1aWpqYtWqVZw8eRIbGxscHBxYuXIlrq6uBAQEcPfuXRoaGpCTk8PAwID169ezYcMGHj9+zJs3b3B2diYvL4/8/HwOHjxIQUEBDQ0NDBo0SBD/29vbMTY25vz581y4cIHp06fz/PlzNmzYQE9PD8nJybS3tzNw4ECMjIzE8/iPP/5ATk4OU1NTBg8ejIODA7Nnz6ayslLkF+Xl5Xn58iXV1dXU19ezbt06jIyMMDAwoLu7m7t37yIjI4OioiIjR44UMOnc3FxCQkLw8fHhyZMnXL16lX79+ol2uKqqKvX19cI04uzszMePH9m8eTOmpqbo6OhgZWUlVIW9vb3isObs7MyPP/7IjRs3GDRoENLS0qSnp+Po6EhqaiqdnZ2YmZmhqqrK9OnT0dXV5eTJk//iOf7X9csvv2xbvny5UA5ZWFigoaEhJkO9vb1UVVWRkZGBrq4uUlJS1NXViSsniUSCv78/srKyvH79muHDhyORSIRrrre3F19fX+7fv8/o0aPx8vIiJyeHhw8fMmfOHDo6Oqirq0NNTQ0rKysuXrzIgQMH6Cs41NbW8vnzZ9F+6kMw1NTUkJ6ejre3N+vXr0ddXZ2ysjKMjIxobW3l1KlTJCcni6/X1tYm9Cn3799n8+bNhIWFYW5uTm5uLqmpqejq6jJhwgSqqqo4deoUYWFhdHZ24uvry+PHjykrK8PAwIAvX76grKxMa2srOTk5XLhwgRUrVjBixAjGjh3L/v37Wbp0KfX19Tg5OSEnJ0d9fT2ZmZliE2xhYYG+vj6pqal8+fKFgQMHEhoairy8PFZWVmRnZ7NhwwZqa2vZuXMnxcXFjBw5kpSUFIqLi0lOTqa6upqmpiZOnTrF5s2bmTFjBhYWFuKU23f9p6Kigru7O1FRUeIqdPTo0Rw7dozRo0eza9cuFi9ezOnTpzl//jytra2MGjUKGRkZ0VDtYwH16aekpKTE9V5f+3HlypUUFBSgqakpQqfTp08nPj4eLS0t/P39uX37NoGBgWzdupWvv/4aZWVlMRU9cuSIkN730dhXrVqFsrIyqqqqtLa24u3tTXR0NCEhIXR2dhIXF/dfBY1jx45RXV3NxIkTBRHfxMSE1tZWtLW1xfeenJyMlJQUbW1tyMvLU1ZWxg8//EBUVBQlJSW4u7sTHR1NZ2cnoaGheHh48O7dOyGGnzdvHo2NjVRXV5OVlcWWLVvw9/cX0YGenh4mTpzIgAED8Pf3F0qukSNHMmPGDKKiooQM28PDgz179qCsrEx7ezv5+flUVFTg6OjIV199hbW1Nffu3WPEiBG8f/8eBQUFbty4QVJSEmvXrhV8wtDQUObNm4eWlhY5OTlMnTqVs2fPEhISwvjx43n48CGqqqr85z//Ef7AyspKFi1ahJKSEl++fGH8+PFoa2tjaWlJcHAwwcHBXL16lUWLFvHbb7/x9u1bent7xcPo9evXdHR08PTpU0JCQoiNjaWlpYU5c+bg7e3N27dvaWtrQ1pamsDAQMaPH4+rq6sIT58+fZq9e/fy8OFDNmzYwPbt2zE3NyclJYUpU6YwaNAg5OXlKS0tFSgSTU1Nli1bhpSUFI2NjVhbW5OUlISSkhJqamrs3LkTBwcHlJWVhWez74HYN/nsgzPr6emhrKwsvL2TJk3i7du3TJw4URQbNDQ00NDQ4NatWwQGBqKoqIiOjg6XLl2ipqaGO3fuCEbV8ePHxe/R29ubd+/eUVJSwunTp7lz5w4jRoxgxIgR1NbWCgn8ly9fMDIyQiKRoKKiQnV1NSoqKsTExBASEsK9e/dYsGABzs7OjBs3jtjYWCIiIli1ahWnT58WD8kZM2YgkUgYN24cxcXFolX+3Xff8eTJE6ysrJg5cyYxMTF8++231NfX89tvv/H582eGLlnCME1NFiQlsQaYDxwEDH/4gXPnzmFkZERLSwsREREsXLiQW7duUV5eTnBwMBERETx58oSCggLKy8vx9PTk0aNHKCsr8/DhQ3Jycpg2bRrDhg3j7NmzyMvLY2RkhIaGBhkZGdy/fx97e3u0tbW5fv26iEDcvXuXqqoqJBIJ8vLybNiwAW9vb548ecLz589pbm6mvr5eGG8yMzOF89LJyUkAbF1cXEST//jx4wwfPpywsDDevXtHZ2cnzc3NWFtbs2/fPjExWr58OT09PUyZMoXExERMTU2JiopiwYIF1NTU4Onpyfjx4wkODsbR0VHYUkpKSqipqcHR0ZGEhAT279/PlClT+O2337CxseHw4cPo6uqirKxMeHi4IBOkpaVRVFREeHg4dnZ2XLlyhcuXL2NoaEhLSwvv3r3jxYsXPHz4kPv373P37l06OjrYuHEjFy5cwMjIiK1btxITE4ONjY24Gfvjjz8wMjIiPj4eNTU1Ll++LHAZz58/Z8eOHWhrawtWZR8iyMLCgnPnzmFtbY2Pjw/Pnj0TPlhXV1f27t3LxYsXGTZsGLKysqSlpaGurs6+ffuYP38+qamp+Pv7k5yczIQJE3B3d6e+vp7e3l7i4uL4/PkzDx8+/Hej9r+uX375ZVt4eDjDhg3j7t2dUPEhAAAgAElEQVS73Lt3j8TERNra2oQGIiYmRvBpjIyMSE9PJyIigtLSUjGiX7VqFS9evMDX1xdlZWXOnDmDqqoqnz9/JjY2Fi8vL+Li4rCysuLdu3cMGjRIvLE2bdokHHN9NPz4+HiUlJTYuHEjN2/e5M2bN0gkEmbPno2LiwuXL19mypQpApI7ePBgfHx8KCws5ODBgwwZMoT169dTWlrKjh07ePnyJR0dHUIh1NzcLHQ3Hh4eZGVlMX36dBITEyktLRVIjMLCQn788UeUlZWpq6ujqKgIbW1tPnz4wJkzZ7C1taWjo4NTp07R3NyMjo4Ozc3N7Nixg5ycHPr16ycyP33Yk6tXr+Lk5MR//vMfpk2bxsePH9HR0WHChAksXbqUb7/9Fi8vL+Lj4wWfx9PTEwcHB2pra1FVVWXIkCFkZ2fj4+ODmpoa4eHhmJubExgYiJKSEioqKnR2dmJoaIidnR1FRUVs3LiRfv368eDBA3Jycvjmm2+EgiQvL4+JEyeiqKgoNr0fP37ExcWFmTNnsmTJEgwNDcnNzcXNzY3MzEyB52hubmb79u08efKEoKAgCgoK0NLSYurUqSQkJGBjY8OYMWOQkpLCx8eH3Nxc1q5dy6FDh0hOTmbFihUsX76cw4cP09TUREFBAa6urowePZrOzk6Sk5PJysoiMTFR+GTHjRvHzp07GT58uPDSWVhY8Msvv6CpqUlCQgKTJk3C3t6ehIQExowZIzbrfSqcvpxSXl4eL168YNasWSgrK7Ny5Uo2b94s+G55eXloaWkxYMAAzp8/z08//cTTp0/R0dFBVlaWDRs28OLFCxoaGrCwsCAuLg4DAwMAzMzMqKysZOTIkairq7N9+3ahajp58iRff/01N27cQFFRkfr6ejo6OoTGad68eRw8eFAofJYtW8b8+fM5cuSIcENevnxZXMktX76cS5cuUVRUxJYtWzh48CDp6elCzTRmzBikpaWZN28erq6uAHz58gULCwvGjBmDoqIiMTExODo6IiUlxfnz5zlz5gzu7u7i97du3TomTJjA8OHDkZGREQBcDQ0NYmJiyMzMJDU1lcrKSoGHUFNTw9bWFk1NTW7cuEFeXh7ff/89AQEBZGdnExAQQGRkJN3d3RgYGLBw4UKeP3+OkpISzc3NlJWVERMTQ2hoKMbGxkgkEnHdZW5ujpubG7du3UJDQ4M3b96wZcsWHj16JIjp0tLS/Prrr8jIyDB8+HBu3LghuHwjR44kMTGRCRMmUFNTw5s3b/D09ERPT4/S0lLi4uIEud7T05P3799jbW3NixcvqKurIzo6GkVFRSIiIoiIiBBXV66urkgkErq6uvDw8CAkJISgoCBqa2uRSCSUlZWRlZXF3r17+f3339m1axd5eXkcO3aMESNGiKhAY2MjioqKTJo0iffv3wu5vKWlJZ2dnWRkZIgNv56eHlpaWpiYmPD27VvmzJlDV1cXhYWFPHv2DFVVVQYPHoyjoyN3794VbURHR0eQkmLWiRP0W7uW50OGMPPNG14pKSGvoEB1dTVSUlK8ePGC58+fC1/jhw8f8PX1Zf/+/dTV1dHR0YGmpiZv3rzBz8+P7OxsQkJCBKk/Ly+PsWPHCuepoqIiysrKTJs2DTMzM86cOcO9e/ewtbUlPz+fiRMnUlVVhaurK+Hh4Rw5cgQTExPs7e2xs7Ojp6dHRB2Ki4tZtmwZGzZsQEtLSxyOraysiI+Pp6qqiqFDh1JfX8+ePXtEA7vPN2ppacnSpUtpbW0lPz+f1tZWoqKihAu3+P/k9J49e0Z9fT0jRowgKyuL1atXY2RkhJGREWZmZkRHR+Pj40O/fv0EWNfb2xtjY2OkpKRYunQpubm5ODg4EBMTw4gRI2htbeWbb74hPj4ef39/1NXV+eqrr8SmPDg4GFNTU4YNGyawFt9//z3y8vIEBwezdu1aSktLaW1tRV1dHXV1dQDOnTvHxYsXUVVVpV+/fgJVEhgYyMuXLzlw4IDg//U1N/ua8kVFRUKZd/36dWG+yczMZPLkyZiZmbFmzRo0NDS4f/8+ioqKLFmyhJCQEM6dO8fMmTPx8vLCzc2NxsZGVq5cSXZ2NtLS0jg4ODBs2DAuXbr0L57jf11Hjx7dFhYWJmre8fHxTJ8+neDgYJycnOjt7WXfvn1cvHgRDQ0NwsLCGD9+PAkJCUIzdfToUREo3LhxI4GBgZiamuLt7c3QoUOpra1l8ODBtLe3U1VVhZqaGidOnGDw4MEYGBjQr18/pKSkxEbMzc2NoKAgurq6KCoqQlNTEz8/P6ysrMjLyxMnoMzMTDEp6Rv19r2R8/LyxNXOunXrWLx4MVOnTqWwsBAfHx9iYmKQlpZmzJgxXLlyBXV1dR4/fkxubi6jR4+mpKSE2NhYFBUVBSlbVlaW0NBQnj17xpAhQ4SgfNasWeLE8/LlS6ytrVmwYAFLly7l999/Z8SIEVRWVjJ16lQMDAyE8+yvv/6iurqa5uZmXFxcGD58OO/evePevXvk5eVhZGTElClTqK+vp6ioCDU1Nerr6+np6WH16tVMmjSJtLQ0goODBSV+2LBhdHd38/PPP4sq/ooVKwgMDKS2tlZMVaSlpRkyZAixsbF8+fIFe3t71NXV2bZtGwoKCgwcOBAzMzMBuOzL4vj7+6OlpcXFixdpbGwkMDCQqKgoWlpacHd3F/mVpKQkIV+PioqitbWVoUOH8ttvv7Fv3z6WL1+Om5sbbm5udHZ24uzszIULF3BwcODOnTsMHz4ceXl52tra8PDwIDs7m3HjxtHa2oqFhQVRUVG8efOGsLAwjI2NRW2/uLiY8PBwIiIiSE9PFxOpyspKbGxsKC0tJSUlhaamJry8vAgLCxMYhNDQUE6ePElMTAwGBgbMmTMHV1dX8vLyBIOquLgYBwcHBg0axObNmzE3N6e+vh5jY2NUVVUpLCz8L5XL1KlTqa2tpaqqirNnzwrDQ29vL9bW1pw9e5apU6cSFBTE9OnTUVNTIzMzE0dHR1RVVdm/f79Aw2zbto0nT56gpqaGv78/J0+epLu7m3nz5rF3717KysrYu3evKK0kJCQwZMgQhg8fjqOjI5WVlVhZWVFcXMyePXuYMmUKMjIyfP/995w6dYrAwEBevXolNDxDhgxh0aJFlJeXi7zR2bNn6ejooLi4mAULFnDnzh18fHx49eoVTk5OzJgxAycnJx4+fEh9fb1gHLq5uXHs2DEGDRrEx48fBcx648aNKCgokJ+fz9KlS5k4caLQzFVUVCAjIyMme7GxsSgoKHDhwgX09fXZtm0b2traNDc3o6GhQUdHB83NzQQEBJCVlUVVVRWlpaW8efOGHTt2YGVlRVlZGc7OzvT29vL69WtaWlr4+PEjEomEuro6Lly4wLlz57CysmL06NHk5+cTGRlJcnIytbW1GBkZce/ePd69e8fo0aNxcHDgq6++oqWlhW3btuHk5EROTo7AXigrK1NZWcnGjRu5ceMGM2fOJD8/n7S0NEaNGsWyZctobGzk6tWr+Pj40NraioeHh3hNPnnyhEmTJvHHH39QWFhIeXk5EokEHx8f3N3dOXXqFP3792fs2LEEBwcjLf0PzKDv7+GVK1fo168fTk5OAjVUX19PcXExvb29GBgYYGNjg6OjI+bm5jxNTWXnkSMkJCVx5MgRcnNzBXvy/PnzWFhYMH/+fEz+H/b+qyurq3/fhw+QTugC0ot0EAGli4B0xQI2xIbd2Gtsibct9h7FEktssWsQJYJiEFEQFRUUBBSR3jsiTf4b+THH+G499/Yz7vUCGINrXddac37meR6HoSEeHh6cOXNGTLINDQ1pa2uju7sbU1NT3N3d2bNnD25ubvTv3x8XFxf69+/P9OnTeffuHWlpaUyfPp2ysjLMzMzw8/PD4P+hQL59+8abN28oLS3Fzc2N8ePH8/DhQ7Zs2UJUVBQNDQ3s3r2b7OxsCgsLCQoKQldXl5ycHEJCQrh8+TJKSkp8+PCByZMn8/btW0JDQ3F1deXSpUscO3ZMOG7r6urEs+fcuXOsWrUKWVlZoTszMzMT0RNtbW0CAwMFwH3nzp1CT6arq8ubN29oampi9uzZ+Pr6snXrVlRVVRk8eDDz58/nzZs3tLS08OnTJ2bOnImWlpaYyE+dOpWzZ89y7do1Bg8ezJIlS1i/fj1aWloUFhYKjdfIkSO5ffu2yCZra2sTHBzM3r17he3n0aNHYnOuoqLCnTt3SE1N5dOnT+Tm5lJYWMjQoUOJjo5m+PDhKCoqcvToUeTk5CgrK2Pu3LlMmDCBrq4uRo4ciYqKCvHx8ezZs0fkvR8+fEhycjL19fUEBQWxd+9eTp48SXBwMNeuXcPJyYmcnBz69OnD8ePHycrKYuXKldTV1aGvr8/Fixf/N1H7b69ff/1106dPn9DT06OyshItLS2+f/8uCPh1dXWkpKTQ09ODr68vly9fpqysjKysLL59+wbAkCFD2LRpE4sXL6aurg41NTWkpKT4448/SE1NJSEhgcGDBwtg6Llz55CTk2PXrl1cvHgRQ0NDioqKaGhoIDExkX/++Qdra2tev37N6NGjcXV1JSsri8TERMLDw0lMTOTMmTPY2dlx69YtFi1aRFtbG2lpaZiZmdHc3CycpDt37sTf31/8vyNHjsTBwYG0tDQMDAx48eIFbW1t5OXlISMjg6GhIaWlpcjJyTFx4kQaGhpYuHAhbm5uuLm5oaKiwo0bN1i0aBEmJiaoqKggJSXFgAEDMDU15f3795iZmXHv3j3u3r3L5s2bkZKS4v79+5SUlPDixQucnZ05cuQI5eXlrF27liFDhjBs2DDRMuqdGPj7+9PS0oK1tbU4TpGXl0dOTo7Q0FDCw8O5ffs21dXVbN68GRcXF0G1t7Ozo6GhAQkJCQIDA7Gzs2PTpk2MGDECb29vLC0tSU5OpqmpCSsrK8zNzTl//jxLly4Vk8+YmBisra1RVVUlNjaWyspKlixZQm1tLVu2bGH48OEYGRkxZcoU7t27R1lZGRcvXsTf3x9LS0uSkpKwsrJi0aJFImAqKyvL9u3baWtrY/78+dy5cwdzc3MyMjKEM3bevHl0dXVRWlqKkZERJ0+eZMyYMZw9e1Ycadrb2/PkyRPRiN2yZYs43jh//rxQynz48AFXV1diYmL4/v07Y8aMobKyEn9/f549e8b27duRl5fn8+fPREREcPr0aT59+sTHjx8ZN24cHz58wMXFRXDIsrKy0NTUJCEhgS1btqCsrEx3dzdv3ryhpKSEoUOHoqKigoaGBvn5+ejp6fH48WMmTJjAyJEjqaioYMSIEezbtw8rKyvGjx+PkpKS8DBqaWmxatUqurq60NTU5IcffqC+vh5HR0fWrFkjWlUODg40NDQQFRVFc3MzhYWFyMjI4O7uzubNmyktLWXXrl307duXffv2MXnyZJycnJg+fbrwpMbHx1NeXk57ezu1tbUMGjQIaWlpAUvu7u7GyMgIGRkZpKSkUFNTIygoiIyMDOFxdXd3F03IkpISgoODuXHjhvCtLlmyhCNHjtCvXz/mzp2LhYUFSUlJmJubo6CggIuLi5is9B4l+/n5cePGDT59+kRlZSVmZmbcvHlT5PjU1NRobW3l5s2bHD58mJiYGNLS0kTu8Nq1axQXFxMUFISZmRmGhobs3bsXGxsbdHV1SUpKQk9Pj9LSUpFbzM/P5/bt21y6dInGxkb69OlDd3c3fn5+hIWFERYWhpKSEq9evWLgwIFoaWlx69YtwSHU0dHB3t5e8BldXV3JyMhg0qRJfPjwgezsbPr06YOBgQFWVlaUlpbi5+eHrKwssbGxXL58GQ0NDdasWcPly5f5888/qa2tZdSoUejo6PD9+3emTZuGr68vEhISouk4YMAAGhoasLCwICQkhJaWFp49e4auri6urq58/foVFxcX/P39MTY2Zvv27ZSWljJu3Djc3NzYuXMn5eXlBAUFYWJiQlFREStWrKCnp4e6ujoiIiJobW1l9OjRzJ49GwUFBXJycvj48aMwlYSHh4tmdHZ2NsbGxrx584aHDx8yb948ysvL0dXVRUpKCj8/PyIjIxk3bhweHh6i1HXy5EkGDRpEZ2cnenp6BAYGIiUlxfDhw7l3755o0/ZGVdrb29HV1WXAgAGoqamhr6+PtrY2PT09rFu3juPHj1NdXS2mXAsWLABg4sSJXLlyRZTdqqurAVi1ahVfvnwhLy9PNPV7j6adnJxoaGjA39+f2NhY7t+/z7x588R3uXdaXlRUxLt37+jTpw+rVq1iyJAhFBUVkZ6eTmBgIFOmTCEoKAh5eXkyMjJ4+fIlKioqPHv2DHV1derr64mPj2fatGl4eHhw4MABLC0tmT17tmii9u3bFxkZGVRVVVmzZg0LFixgxowZ9O3bF3V1dYyNjenbty8KCgooKCgQFhbG4MGDsbKy4uHDh5w4cYI5c+awe/du1NTUyM/PJygoCHNzc/r168edO3f4/Pkzq1atoqKiAisrK9rb2zEwMMDGxgYFBQXu3buHra2t2AR4enry7NkzFi9ejKWlJdHR0fj7+3Po0CHWr1/P2rVr2b59O3PmzEFfX19o+E6dOvVfTdQk/tt66P8/X9bW1j2urq5YW1tja2tLaGgoGRkZpKenA/+e7zc1NWFubs7atWuZNGkSr1+/Fkd0Xl5ehIaGcunSJf7880/+85//UF1dLbIQAH5+fiQmJrJo0SJB4rewsEBBQYGoqCjKysp49+4dubm52Nvbo6+vj4yMDAYGBiKc//btWz5//oyUlBQKCgr07duXe/fuiTaohoYGgwYNYs6cOYwaNQptbW0MDQ05c+YMbm5uAEhISPDp0yf69OnD+PHj+fbtGyoqKtTW1nLixAnWr1/PxYsXSUpKEtLu3sxNUFAQ8C8qoJcsvnjxYvz9/XF0dGTu3Lnk5OQQFBTEjh07yM7OZujQoUhKSnLnzh2R7wCYPHmygHcChISEMH78eL5//05jYyMqKirMnj2bM2fOMHjwYLKzs3n27BmTJk1CSUkJ+DfPde7cOZ4/fy7C4SUlJWzbtu3/3N9Xr17h5OTE33//Dfzb2O1VfDx//pyxY8eiqanJmTNnGDhwoHhgNzY20t7eztevX+ns7BRhaAkJCY4dOyb+xoQJE8TnPWvWLNzc3CguLiY2NlYIrXNzc5k5cyZpaWm8fv2ay5cvc/v2bYFO6NV69eqJjI2NiYyMREdHh87OTry8vLh37x6FhYV4eHjw/v17jhw5IhqW8O+Y39HREU1Nzf/TeOru7qahoQFnZ2eam5vp7u7m48ePfPr0idDQUGRlZQWeA6CkpISuri4ePHhAXFyc0PosW7aMgwcPiimwhoYG6enpFBUV4eHhQVdXV+/viYsXL1JfX4+Dg4OQzvfCjidOnCjo6WvXruXMmTNoampia2tLVlYWAEFBQcjJybF161asra159OiRgJmuX7+eHTt2kJmZKertYWFh7NixA3Nzc2bMmAH8G0r+8OEDlpaWvH79moEDB/L27VuGDRtGeXk52tra7N27l8jISLS0tLh69So3b96ku7tb5Nf69u3Lzp07cXBwQE9PD2VlZe7cuYOXlxdtbW24u7sL/RD8i/NYtGiReIn2fp5NTU00NzcTGxuLrq4u6urqvHjxQiz+k5OTmTVrFn369GHXrl2MHDmS06dPC69ub+mmubkZV1dX4RuOiYnBysqKGTNm4O3tzePHj0Umrq2tTYjA4V80j6+vL9euXRMgalNTUy5fvoyPjw9r1qzhr7/+ElNA+HcimZSUxH/+8x/x/fjxxx/ZuXMnTk5O5OXl0adPH3JyckhLS2PGjBls3ryZpKQkYmJiSEpKws/Pj/379/PLL78A/2JkGhoaKCwsREJCAhsbGyQlJcnOzhaxAWdnZwAePnyIk5MT79+/58yZM4waNQr4FxNiampKa2srurq6vHr1ivfv32NqaoqNjQ2ZmZnIyMgQGhrK/fv3ycnJQV5enhEjRpCbmwvAnTt3aGtrw8LCgsjISHbt2iUgqxcuXGD//v00NjYSGRnJoEGDUFVVpba2Fg0NDTZv/vfd2qsaio+Px9rami1btnD48GEmTpwoQLYqKips27aNw4cPExsbK6a9qampALi7u7NlyxaMjY05deoUdnZ2REdHU1VVxfPnz7GwsODHH39k7ty52NnZ8eDBAyZOnMiRI0dEvODp06ccO3ZMuCmNjY0ZOHCgQNWUl5fz66+/ikXt6tWrkZSU5Pjx48KjW1BQQHx8PIcOHcLV1ZUdO3bg7OxMW1sb1tbWQls3bNgwJk6cSElJCZMmTaKsrExMMXun7zIyMrS3t2NlZcXRo0fR1tYmMjKSt2/f4ujoyJMnTzh16hSKiopER0ezb98+oXrS1NQkMjKSuXPnUlFRQUhICE+ePKG5uRkHBwdiY2MxNzfH3Nyc1tZWXFxcWLVqFcrKyvj5+QH/4k5sbW2FaeTmzZvo6+ujrq7O8+fPBajd29ubFy9eiDLEjz/+yJkzZwCEccHDw4OCggKGDx9OW1sbOTk5ZGVlsW7dOoYPH05cXBx//PEHSkpKtLW10bdvX16+fAkgUDg9PT3cvn2biooKHjx4QGpqKn///TcbNmwgIyNDgv8f1/8masDx48c3LVu2jJqaGpydnWloaKC1tZWQkBAcHR3FcYKkpCQdHR1ERkaip6cnZNC9ypu7d+8yZcoUkXm4ceMGgwcPRlNTUyx2ellhmzdvpqqqCnNzc9rb29m1axeRkZFiUnHs2DEhvraxsUFCQgItLS0AsrOzCQ0NxdDQUDRPpKSkcHd3548//qC+vp7u7m4KCwsFA8bd3R1tbW1OnjxJZGQk0tLSxMXF8eXLF4ExsLKy4t27dxgYGPDlyxd+/vlntLW1Bdl/xowZnDt3jhkzZnD9+nWkpKQICAjA29ubd+/eMXHiRIyNjZk2bZpo/owdOxZlZWW+fftGSUkJMjIyVFRUEBERgaOjI05OTty5cwcLCwtqamoEE+qvv/7i+fPnLF68mFOnThEQECC4VX/88Qf5+fmMHTuWn376iZycHJSUlITxITk5WdzbH374gd9++43Xr19TXFxMeHg4vr6+tLW1CS1SL79p8ODBnDt3DgcHB1JTU/H09KRPnz6cPXuWDx8+CD3ImDFjsLS0xMrKCmNjYxQVFUlISCAwMBBHR0eysrKQkJBAQkJCENvl5eU5duyYKILU1taKdlBzczO1tbU8ePCAnp4e3NzcxO7OysqKX375hQULFnD+/HmkpaWRlZWlpaWFadOm4eXlhaSkJGpqaixZsgRvb2+KiooYPXo0Dx8+JCIigsTERCZMmEBrayt1dXWcPn0aLS0trl+/LjAnBQUF1NTUiGPguro6mpub+eWXXxgxYgS2traoqqrS244uLi5m5syZrF27lsTEREaPHs2OHTvIyMgQRQhLS0tCQkI4c+YMwcHBtLS0sH37dt6/f8+YMWOwsLCgsbERHx8fZGVlMTExQUpKCi0tLZ49e4aVlRXnzp2jtbWVffv2YWJiwrVr14iOjhYP7t5MYmpqKpaWlmhqamJgYAAgHpz19fWoqKgwatQoIiIiePjwIdLS0igrK5OWlsa0adMIDg4mLi4OX19focwCSEhI4OHDhzg4OODo6MjDhw/FYmLAgAG0traKGENeXp4gq/fyvVRVVdHQ0EBNTY2wsDAKCgp4+/Ytffr0YcWKFUhLS1NTU8PLly8JCAjg/v37NDc3k5WVhYqKCklJSRQVFbF48WLevn1LQkICqqqqGBgYoKqqioKCAnZ2dmhqaqKsrMyNGzeEpLq8vJxhw4aRm5srck6xsbHMmTOH79+/8+7dO7y8vNi4cSO6urr4+fmRkJCAiYmJEN53dXURFRUlNkfDhg1j7dq1JCcn4+zsTGxsLL6+vty7d0/kenx8fFBUVERTU5PNmzejqqpKWFiY4Ia9ffuWsrIypk6dio2NDSkpKfTv3x8/Pz+Ro21tbaW5uRkVFRX2799Pfn4+s2bN4tu3b0hJSeHk5ERGRgZNTU3iSPzdu3e4u7tz8+ZNnJyckJCQwNTUlLNnz5Kbm0tbW5uIkJiZmfH161fs7e2Jj48nLy9PbHI+ffqElZUVq1atQl1dndDQULKyshg3bhzTp09nzZo1rFu3Djc3NxISEkSez9/fn9zcXOLi4lBXVxc8yd5iSnZ2NtnZ2bi6unL+/Hl+//13UlJS8PPzY/jw4ZibmzNt2jSUlJR4/vw5/fr1w9LSkpcvX7Jjxw60tbXJycnB1dWV9PR0MjMzhfbOxcUFe3t7/P39MTU1xdjYmKysLGEN2L17N1FRUXz58oWuri4UFRXZuHEjISEhNDQ0ICkpiaGhIZGRkeJUp6WlhaioKJYsWUJNTQ19+vRBVlZWbDpLSkpoa2ujuLhYlJJqampISkrijz/+wM7ODktLS1E0qa2t5eLFi1RVVeHg4CAa44WFhVRXVyMjI0NJSQm3bt1CW1ub6upqMjMzRSHPycmJkpISjI2NefHiBXV1dUhISJCamkpQUBB2dnZcv36dvLw8Jk+eTEpKCvr6+nh6ego3qKenJ4MGDSIlJYWioiIyMzPR1tamsbFRbLYqKyuRlpYWMZv6+np0dXVFCW7gwIFoaGgI60dUVBTW1ta0tbVRXV2Nk5MT0tLSaGtr8+HDB1JSUtDT08PW1pYBAwbg6uqKu7u7kMv/z/X5X16HDh3a5OjoyMSJE5k6dSoODg7ExMTw7t07nj9/jqenJ7/++iulpaWUl5ejoaFBWloaCxYs4MqVKygqKhIREYGenh5Hjx6lqamJtLQ0li1bhoaGBhoaGhQXF3P16lV0dHTYsGEDcXFxdHd3k5OTQ1dXF/r6+qSmpgrvWFhYGLdu3aKrq4uBAweKsL6bmxvl5eUYGhoiISFBdHQ0cnJyNDU1cfPmTWRlZTE3N0dRUZGqqqPTnBoAACAASURBVCoKCgqwsbEhPz+foqIipKWlGTRoEOnp6SKE6uvry86dOzl+/DhXr14lOzubFStWUF1dLcTeXV1djB8/Hl9fXyGkX7RoETt37hRqrba2NqqqqlixYoXAE5iYmGBiYkJ0dDQKCgo8ffqUd+/eMWHCBFavXo2CggKfPn0iKiqK6upqNm7cSFdXl9gJ3rlzh82bN7N69WoePnzI8OHDRZ6k90iu13fZ2dlJnz59uHfvnri3kpKS+Pj4YGFhgbW1NbKyssTExBAcHIyJiQmZmZn4+PjQ0NBAamoqGzduJDk5GVVVVYKCgnBxcWH69Ol4e3uzatUqHj9+zNKlS8nJyaGtrY2mpiZev35Nv379+PLlCydOnGDgwIEkJSXR2NjIjz/+yPbt28Ux6IULF9iyZQtpaWn89NNPIghvbW3NyJEjuXbtGrNnz2bQoEHs3r2bzZs3c+HCBb5//057ezurVq2ipKQEV1dXdHR08PHxYcOGDWhra3PixAkOHjzIhg0bkJWVRVtbW3jxdu/ejY2NDc+fP0dPT4+lS5ciIyNDaWmpWCCUlZXR09NDcXExNTU1eHt7CwispKQkYWFhfPjwQUjOnZyc0NPTY+TIkcTGxqKpqYmenh579uyhrq6O0tJSESr++++/aW9vp7W1lStXrpCQkEBUVBSNjY3cuXOHzs5O4uLiCA4ORl1dnaysLB49eoS/vz+zZs3i+PHjqKioEB4eDoCRkREvX77ky5cv3LhxA2tra1JTU3ny5AkjRowA/j3Kef78OTk5OWhra2NnZyfwIkuWLKGuro7KykpUVFQYOHAgt2/fZsCAAUhLS4smooeHB+PHjycnJwc7OzuysrLEb/LNmzfY2dnx+PFjwsLC6NevH9++fUNNTU0wtrq7uzl79iyTJk0SUxiAmTNncuXKFRwdHdHR0WH06NEkJSWJttz48eNxcHBgxowZorl38+ZNkavp1dxMnDiRS5cucfDgQaG/O3HiBEOGDMHV1RUDAwMxuc3Pz2fkyJHo6enx4cMH5OXlsba2xtzcXOjmOjo6uH79OlVVVSxatAgNDQ327t1LZWUlGRkZ7NixgytXroijIltbWxQVFXF2dmbnzp0MHjyY5uZm/Pz86OnpoaioiAkTJnDlyhUx1b99+7ZYTBUWFgrm3oULF9DR0RGT0cePH+Ps7ExNTQ0DBgwgMzOTKVOmYG5uTltbGxcuXMDNzU1wEc+ePYuNjQ2rV69GSUlJNOUvXbrEunXrmDZtGqqqqhw+fJiUlBTmzZuHnp4eFhYWpKen4+vry507d9i9ezc5OTmYmJiwY8cOzMzMKC8vZ+jQoTg4OLBhwwaWLVuGnJwcnz9/Fk7n06dPk5aWxqlTpygqKiI3NxcJCQk0NDR49uwZLi4ueHp6UlZWxtevX/nPf/7DpEmTUFRU5I8//uDFixe8ePECU1NT5s+fz+PHj+ns7BTFptevX6Ovr4+srCwqKirMmzdPlAF6enowNTVFQ0MDBwcHdHV1UVFRYfny5cjIyLBo0SKePHnCtGnTWLlyJd7e3jg5OdG3b1+UlJTo27cvqamp1NXV4enpSUVFBX5+fvzzzz8sWbKEH374gfT0dEaNGsXNmzd59eoV69at4+zZs/z888/cuHGD6upqpKSkiIiIYObMmfzwww8EBgaybNkyHj16hL6+PqNGjUJTU5O4uDhsbGxwd3dnxowZBAcHc//+ferr69m/fz/Hjx/HxMQESUlJ2tvbkZWVRUZGRijTZs6cSW5urmjqP378GHV1dZ4+fUpDQwNtbW3Y2Nhw5swZ5OXlMTIyIj4+nq9fv4rj2a1bt2JoaIiVlRWJiYlERETw+PFjzp49S2ZmJtu2bcPLyws3Nzeio6MZP348pqamvH37VviNz58/z9GjR5GSksLGxgZTU1OSkpLw9fVFV1eXIUOG4OnpSW1tLeXl5Tg5OXH8+HEmTJhAW1sb9+/f/1+Z4L+9zp49u2nGjBmEh4djbW3NzJkzxc7T2toaBQUFXr16xc6dO6mpqWHw4MEoKipiampKXl4eX758YejQobS2tmJoaCg8fyYmJmRkZFBUVERnZydr165FT09PjLV//vlnvLy8iI+PZ8aMGfz000/Y2NiImra0tDSLFi0iIyOD6upqNmzYgKmpKWPGjCE5OZn8/HwePXqEsbGxACpqa2sLeOL9+/dZsmQJd+7cwd7eHkVFRS5cuMCoUaOIiYnBxsZGsG1GjRqFiYkJ+/btE18uExMTHB0dCQgIIDMzk5qaGurq6rh9+7ZYOC1fvpzFixfj4uJCaWkpmpqawgGXkJDA6tWruXr1KlpaWvj6+nLhwgVqa2uJjY0lOTmZCRMmEB8fj4mJCfb29sjJyWFnZyeMCN+/f2fv3r14eXnh6enJgQMHhPj369ev1NfXc/z4ca5fv05YWJjY2X348AFtbW3OnTtHfHw8jY2NlJaWkpSUJDAq7969E2P6uLg4IiIiqKmpISAggIkTJ+Lj40NHRwc1NTW8ePECPT09jh8/TkVFBZWVlUhJSfH9+3eSk5OxsbHBzs6O5cuX/zthu3qVZcHBtHZ1YWBuTnV1NStXrqS2thZXV1fGjBmDu7s7hYWFdHd3U15eTklJCeHh4SQlJfHq1SumTJnCihUrqK2txcLCglevXmFra4uZmRnV1dV0dHQI9+CNGzfYuXOnODrufZjr6elx+fJl3Nzc2L9/P2vWrBGTwnPnzmFlZYWuri5OTk7Y2tqipaVFd3c3VlZWaGhoCF+dgYEBtbW1eHh4AGBjY4OmpiaSkpJ8+vSJz58/i4mmjY0NkyZNQldXF2lpaWxsbGhsbOSHH36gq6uLuLg4+vfvT1NTE87Ozly+fBlbW1u+fv3KiRMnuHfvHqmpqYwbNw5VVVXy8/MJDw9n//79ZGdni9yfkZER9fX1okpfWFgojl3j4+MZMmQIUlJSLF++HCsrKxoaGnj27BkdHR2Cx5aZmYmtra3weJ47d46Ojg7a2tqorKzk5s2bdHV1iczfunXr6Ozs5OvXr9y7d487d+5QV1dHQUEB+/btE3BeBQUFXrx4wdu3bzE0NOT+/fvk5+fT2NgI/HukaG5ujrKyMrm5ufj4+PD582c6Ozu5e/cu0dHR4igI4MSJE3h6eqKgoICEhATu7u7ExcUxfPhwkpOTmT17tpBim5mZkZ+fz7hx4wD4+vUrWlpajB07lo8fP6Krq8vt27dFxigqKoqamhru37+Pg4ODyDr9/PPPODo6cuPGDcLDw1FXVxf3zc3NTSB9VFRUkJSUpLCwkK6uLvLy8sQEKCwsjKKiIvr27UtycjJv375lwYIFrF69msmTJ7Nt2zY+fvzI8ePHGTNmDMbGxmJiVlpaypAhQzA0NMTJyQkVFRW6urpoaWnh77//FjDS3NxcQkJCKCws5Nu3b6Snp1NfX4+CggL5+fk0NTXh4OBAZmYmJSUlzJgxgyFDhhAZGYmTkxOpqalUVlYyaNAgQkJCuHv3Li0tLfzzzz9MmTKFHTt2EBUVxbNnz3j9+jVjx47l2rVrpKSkUF1dTXNzM05OTly9ehV3d3fBOAsJCaGurg4rKyuUlJSYNGkSBQUFAtdTWVlJXl4e+/btY+LEiRw4cIBVq1YhJyfH5s2bMTAwQF5enk+fPhEZGUlsbKxYEE2aNInHjx+jra2NgoKCcHvu3bsXSUlJmpub+fTpEzt37mTMmDGoq6vj7++PgoICvr6+ODg48OXLF2xtbZk1axaJiYmsWrWKkJAQ9u7dS0xMjMiwffz4kYcPH9LW1kZqaiqpqancvHmTUaNGMXPmTAoKCigoKBDvnUePHqGsrMznz59pbW1FRkZG5ClHjBhBeXk5fn5+AqPRt29fjhw5wtOnTykuLub+/fsiG5aRkUHfvn35559/sLW15dChQ8ybN0/w52pqajhy5AhhYWFcuXKF3377jbFjx2JtbU1jY6OY5PX09Ai8UV1dHXl5eXR2dvLlyxdqa2tFJlVTUxMTExMGDBjAt2/fuHz5MsePHycsLIy0tDSampoYMmQIGRkZJCUlMXbsWNrb2+nXrx/btm1j8uTJ2NnZ8erVK6qrq/nrr7+YPXs2YWFhmJqacurUKWFuiYyM5Pjx4/+bqP2314EDBzZJS0tz6tQpvL29BeHY2toaDQ0NsSP7/v07qampPH36lKqqKnHDlJSUUFRUxMTEhIqKCtzc3Hj//j1///03BQUF5OfnIy0tTV1dHcrKymhraxMREUFAQAAFBQUsXLiQRYsWsXfvXlxdXfnll1+IiIjA1tZWwCUNDAwYPXo07969IykpiRkzZtDV1cX8+fNJTEwUwEAdHR1cXFyoqKigX79+QtD88uVLkpOTGTRoEPBv7u7p06eCG9XS0iKkxqmpqWRnZ5Ofn8+BAwdwcHCgtbWVmpoauru72b17twD4bty4kbFjxzJ9+nQhb3727BnLli3D3NxcMNd0dHTIyclh8eLFjB49msLCQtauXSv4QL2786SkJG7evEmfPn14+/YtTk5OxMXFcfDgQW7fvs2NGzfw9/fn69ev9PT0oKSkJPINZmZm5OTk8Pz5c8aPH8+hQ4eIjY1l/vz5uLm5oaOjg7e3N1paWmRlZdHR0YGKigpGRkY8ffqUx48fM3ToUD5+/IiUlBRLliyhtLQUGxsbfv/9d2bPnk15eTknTpzAw8MDeXl5ZGVlefz4MUZGRmRnZ6OhqkrzvHmMvHWLwj/+QO2336jIyqLDywtlFRXevn1LQ0MDmzZt4vz584SGhtK/f3/xA9+9ezcrVqzg3bt3KCkpoa2tjZKSEqNHj8bX15cBAwZw//59Ro4cycaNG9mwYQPFxcW0tbXx7NkzVq1ahYSEBIcPHxYPVh0dHbS0tNDU1CQ3N1cc7fS2y2RlZTlz5ozAbfQiMqytrcnMzKSyspKKigqxEPj999/x8vIShHR7e3vU1NQwNTXFwsICGRkZJCQkqKqqYv/+/UyfPp2qqipu3LhBa2srjx49YsGCBSKf9OHDB5SVlRk7diy7du2iqqqKyspK1NXVCQsLIykpiaysLJHZfPr0KSYmJlRVVbFv3z68vb2ZOHEi0tLSJCQk4OzsTL9+/ZCTkxMLSltbWy5cuCB22mPGjOHZs2dUVlaydOlS8aKRlpYWKAU1NTUOHz5MSEgIBQUFDB48GBMTE+Lj42lubqahoUHkNtXU1DAwMGDYsGFCzaOnpyeC+kVFRVhYWPDy5Uv+/PNPTp48ydy5czlx4gTz5s2jrKxMmCxmzpyJpKQkDx8+ZOHChZw8eZJjx45RWlrKqFGjKC8vR1FRkba2NrZu3cq8efP44YcfcHNz49q1a/Tp04dp06YRGxvLgAEDKCgooKenh/b2dtavX094eLiY7C9btoyOjg5hrDA1NcXT0xNZWVm0tLSIiYnh1q1bAtatoqLCypUref36NbKysoItFxMTIxhnPj4+TJ48GTk5OVJTU5GRkcHb25sLFy5QWVlJY2Mjq1atorW1FWdnZ7Kysti/fz8WFhaUlJTg7+/P+/fvsba2Rltbm4sXL7Jt2zYqKiqoqqoiLy+PsLAwoqOjaW1tRVJSktLSUgYNGsTy5cuxtLRk1apV5OXl4eHhwenTp1mzZg1nzpwhJSWFI0eOcO7cOVauXImOjg6+vr48ffqUgQMHYmlpKWCpISEhSElJMW7cON68eSPMEQMHDuTr16+irR8XF8e4ceNQV1cXEYrezfCyZctobm7GyMgIXV1djIyMSExMxMjIiLS0NIqLixk3bhxdXV14enoSFRVFaGgo58+fx8PDA21tbVEUkJaWZtWqVfj6+tLa2sr379+xsLBAQ0ODmzdvimP+N2/eYGlpSWBgIB0dHTx48IBdu3Zx4sQJUlJSCAgIEBP27du3ExYWhpOTE97e3gJ4q6mpybx587h7964wrQQFBZGcnCwylMePHycwMJDY2Fjq6+vp7OxEVlaWhQsXUlVVRUxMDOvWrSM5OZkBAwZgZ2fHqVOn6OjoQFVVlc7OTuTk5Ojs7CQgIAApKSns7Ozo7OzE0dGRL1++UFlZiYmJCZcuXWLOnDncuXNHNJONjY2RkZHhzz//FL/Dn3/+mZs3b6KiosLUqVPp6ekhIyOD58+fi5LLwIEDuX79OuHh4YIlOnv2bPT09LCzsxPiellZWWbPno2mpiZ+fn5YWlqioaFBYmIi48ePJy0tjbCwML58+cKzZ88ICAhAU1OTrq4uzp07x+fPn/nll1/o6Oigs7NTtKEPHjzIlStXqK2t5fz58/9rff631+rVqzf15p/u3r3LwoULqa6upqWlhfr6er58+UJVVRWpqaloaGgwatQoUVPv7u4mNzeXt2/fkpeXJ/Q1/fr1w8jIiOnTp+Pn50dFRYXQOuXm5qKhoSF+2AkJCSxbtoyqqiq6urqQlZXFy8uL3377jcjISF6+fElZWRlqamoUFRXh6ekpkAD5+fnk5eVhb2/PqVOnKC8vF808aWlpHB0dUVNTw9vbG1dXVzFV8/DwwMLCAldXV+rr6ykuLsbIyIiOjg50dHQYMWIEioqKqKurs337dqSkpLh69Spv3rxhwIABwrk5d+5c8vPz2bZtGwoKCgQHB5Obm0tERMT/gT/u2bOHqVOn8ueff5KZmYmsrCzZ2dkEBgayefNmYmJiyM/P5/Xr1wQHB9O/f3/Gjx9PVVUVAO/evePhw4eMGzeOIUOGCIK6r6+vUFzNnTuXjIwMNm3aRFNTE7KystTW1jJmzBgyMjKwsLCgrq5OtM96F9dFRUUMHDgQbW1tvL29ef78OXV1ddTW1jJv3jx0dHQICAjgxYsXpKenY2hoiKSkJDY2NigpKdHY2EhgYCDR0dFI7tyJRl4eLu3tHABOA5MqK8lKTMR/0yaqq6uxs7Pj6NGjHDp0iIaGBuTk5PDw8GDZsmVkZGTw9OlTnjx5wqJFiwTLy9LSkuLiYjw8PDAzM2PlypW8evVKFFQ8PT0xNjZGV1eXvLw8UlJSCAwMpKysDDk5OczNzbGyskJCQgJNTU0Bp/z69SsBAQH06dMHExMT2tvbBaMuMzOTgwcP4u3tTVVVFY8ePUJOTo76+noRIO61bGhoaJCQkEBFRQULFy7k8+fPrF69munTpxMbG8vZs2dZvnw5+fn5HDt2jA8fPhAeHk5mZiZSUlIio1ZaWirySpaWlsyfPx8vLy88PDxoa2tjzJgxqKmpCW6akpIS3t7e9O/fHykpKSQlJZkyZYoAZoaGhgqNzuzZs+nu7mbkyJGkpKSgoaFBSkqK+Ju9pY+ioiJcXFxQVVXFxMSEwsJCNmzYwPXr14mOjqa9vZ2TJ09y7tw5fH19uXv3LnZ2dtTV1XHv3j02b97MuXPnUFdXp6OjQwCcdXV16devH5qamrS0tDB//nyqqqpYvXo12traXL9+HSsrKw4cOMC1a9dQVFRk7dq1hIaGYmBggL6+Pm/evMHNzQ0FBQXc3d158uQJHz9+ZPjw4aI1amtry4MHD6isrOTVq1c4OzujoqJCVVUV6urqlJeX8+7dOzZv3oyWlhZWVlZER0eTlJSEpaUlnZ2d9O3bF1VVVeGkbW1tFVOJ79+/M378eLKysnB3dycpKYnOzk7k5eXx8vKirKyMx48fs3nzZgYPHiwW/RISEpiZmdHQ0EBAQIDAMvQubidMmICvry8fP37k6dOnor1pa2uLsrIya9asoX///gIRs3TpUvT19Rk7dizd3d0sWrSIH3/8ET8/PyQlJTE1NRXNdj09PT5+/Mj48ePx8/PDz8+P7OxsfHx8gH/LPKqqqnz8+FG4Tk+cOIGsrCwPHjygqakJDQ0NNDU1UVBQIDo6mo8fPzJ06FDGjx/P1atX6du3rzjCtLOzIzg4mDdv3lBVVcU///zDxIkTycnJQVFRkadPn9LT00N3dzeVlZV8+PCB6dOn8/TpU3JycqioqKC1tZXAwEAePXok0Bo7duzAy8uLOXPmiNxnc3Mz3759w8jIiMrKSrq7u3n//j2NjY1UVlbyyy+/sHr1auzt7ZGXlxeaK11dXQ4fPoyzszPd3d3Y2tqioKDA5MmTBXj9+vXr7N27l8LCQnR0dMjOzmb06NHs37+fhQsX8uTJE6KioigoKEBZWZlBgwYhLy9PTEwM8+bNQ0NDA09PT9asWUNOTg7l5eU4OjrS2dnJwYMHcXJyEiWtZ8+eCd1Ze3s7JSUlODk5YW5uLnKLtra2vH79mrKyMqZMmcKAAQOQlJQkJSWFqKgopKWlGTBgACEhIUhISLBkyRK+fPlCQ0MDM2bM4Pv37ygpKbF06VIxsSwsLOTGjRsiG71582aB1Vq/fr0oJ8nKyvLu3TtKS0sxMDAQUN0HDx4wduxY3r59i6KiIhkZGQLtBBAfH09YWBi5ubmEhoby4sUL3N3daWxs5NatW/87+vxvr9u3b2/atWsXu3fvRk9PDwcHB3FE16sZio+PJyIigjdv3uDr6yvoxe3t7bS1tWFiYiJ4Qbm5ubi6unLgwAGGDBlCZ2cnf//9N1evXmXYsGEoKCigqamJhoYGsbGxGBoaCg7S3bt3Wbp0KfBvC+f3338XkNng4GAaGxt58OABc+fO5dOnTzx9+lQsBJcsWUJLSws3b94kMTFR6JMWL17M/PnzefLkCYqKijx48IARI0ZQUFCAiooKM2fOFGLZzs5ODA0NuXv3rkCPTJs2DU1NTUaMGMHw4cOJj48nOjoaHx8foYMyMDBg4sSJxMfH4+DggJmZGXFxcQQEBFBaWoqrqyszZ85k5cqVmJmZERISws6dO5GWlua3337D0dGRrq4uhg0bRmhoKCUlJfz666/MmTMHPT09rl27RkhICNra2hw+fJgHDx4gIyPDvXv3WLp0KQkJCYSEhLB161Z27drF+vXrSU1NZdmyZSxbtgx/f3927NghHJ6fP38Wi3B3d3dsbGyYP38+RkZGyMrK4uHhwcGDBxk3bhxr1qxh2LBhXLp0iblz5yItLY2fnx9ycnLIycmhpqbG69evuXr1KtsLC5kuI0Pe//vsvgKvgF2dnfynvp5Pnz7R3NyMnp4eZ86cITk5WQiYe2W9vY3XR48eERMTg7+/vwC5/vbbbzg5OTF37lyMjIwYNmwYysrKKCoq0tnZSUNDA3V1dTQ1NTF58mTS09MFTLV3Z19SUkJhYSF37txBXl4eT09PYZrofbF2dHTQ09NDcHAwWlpaJCcno6CgIMLKBQUFmJubC+xL78u5sbGRFStWkJSUhKmpKQcPHmTp0qV0dHRw+fJloVfqfTECwtDx+++/C1tFYWEhKioqBAUFoaenh5mZGZs2baKgoIDJkydTX1+PgYEBEyZMAGDhwoV4e3uTkZHBgAEDxPe4vLycgIAA0Yw1NDQkKCgIdXV11NTUKCwsREtLi+bmZk6dOkVCQoJ4IfT+llxcXPjxxx9JT08nOzsbe3t7Ojo6kJOTo6urCzU1NZYuXUpiYqKYjoWFhREfHy/yMqNHj+bt27diMxQUFMTMmTOZOXMmt2/fJj4+nvDwcFG4GTduHF5eXiQkJIgCSm9rdsOGDdTX13P58mUOHjzIsGHD+PPPPzl37hxlZWXExcWhr6/PjBkzkJKS4ujRozx9+pRFixahpKREeno6RkZGAgMhKSnJ/v37hST6r7/+wtvbW2jK5syZw7dv31BWViY/P5+hQ4cSERHBoEGDcHZ2xtfXl4SEBCwtLbl58yYGBgbo6OgwZswY8f2KiYnByMgIJSUlAgMDuXv3LgcOHMDIyAgdHR2ePHmCi4uLaGBLSUlx8OBBDh06xIEDBwTEtFdKPmTIEMFWrK2t5du3b4wYMYKamhqGDh3KgwcPRGmktbWV0NBQ4uPjycrKory8nIKCAtTV1XFwcBBT2d9++w03NzeOHTsmsBS9pxIqKioEBgZSUVHB0aNH8fLywtTUlICAAFRUVPjpp58YP348RkZG9PT0iCB5bGwszs7OWFhYICUlRUtLC9+/fxcQ695Wo7y8PCUlJeTl5REVFUVlZSWysrIUFxeTn5/PmzdvGDNmjFh09OJzPn/+TE5ODn/99Rdv3rxBS0tLUANaW1sZPnw4S5cu5ciRIwQEBAhtkpGREX379mX58uW4uLiIzGUvGqqxsRF9fX1qa2t5/Pgxc+bMQUlJCXd3d4YMGcLRo0dFEe7IkSNiM7FmzRru37/Pq1evuHXrFk5OTiKyM2jQILZt20ZKSgq5ubn4+/sTHBzM27dv+emnn9DW1hbllV6d2YoVKwgPD6eiooKJEyeyceNG3N3dyc7OZsCAAeTk5GBvb8+SJUuoqKhg6dKlWFlZMXfuXPbs2SOwH3l5edTV1QkV1p49e9DS0uKff/7B0tKSEydOMGzYMJ48eUJwcDASEhJs3rwZTU1NWltbhZ2muLiYfv36oaGhwa5du1BXV2fw4MGoqalRWlrKzZs3qaysJCIiAkNDQ7S0tDA1NRVmkt4Wf+89/X/0iP8t1P6b6+TJk5t6uWe9Xsjs7GzRFLS0tMTMzIzExESsra158uQJcnJyvH//HgMDA4YMGcKjR48oKytj+PDhhIeHU1xcjKmpKQ8ePODp06ds2LCBnJwcwRC6dOmSWIy0tLTw+vVr0VpqbW0lPT2d0tJShg8fTldXl2jvZGZm4ujoSP/+/WloaKCjo4P8/HzU1dWRk5Pj5cuXuLi44O3tjbGxMQUFBURHR5OQkMDs2bPFAzszM5M///yT48eP8/PPP4usWmNjo2gi9fr8JCQkqK+vx8fHByMjIwwMDIiKikJGRgYvLy9CQkKor69HS0sLVVVVduzYgZ6eHvb29ujp6VFTU0NXVxcWFhaEhoaio6ODjIwMERERmJqailCokpISHz9+5P79+6KR2RtilZCQQEZGhuHDh4tpJvw76u5ddF27do2Kigrmzp3L48ePsbKyIiYmhp6eHkJDgCoG5AAAIABJREFUQ0lKSsLQ0BB3d3ehqLG2tkZOTo6DBw+yZMkSpKSkaG9v59mzZ4wbO5bS2Fh6cnP55cgRDPv358uXL1y9epWwsDDi4uLIzc0VebXBgwbhfOMGD4ODeffhg/h+NQHbgaU1NeTl5XH58mX27NmDpqYmkydPZvDgwUhKShIREYGvry/FxcWiLv7t2zcUFBRITU1lzJgx6OrqoqWlxejRo1mwYAFWVla8fPmSgoIC4Xa8evUqTk5OyMjIcPv2bTQ0NFBRURFH2Hfv3iU5OZmOjg5+++033r9/z5s3bygrKxOe0K6uLnR1dbG1teX06dNISUlRVVXFggUL8PHxQUZGBnNzc9LS0pCTkxN0714aeb9+/YiKikJZWZni4mKqq6vFkaKVlRVpaWn88ccffP/+nVu3buHq6iqmCG1tbTg7O6OkpER+fj7Nzc1oamry008/cfv2bQoKCmhqaqK7uxsTExMx9amqqkJRUZGBAwciJSVFUVERGhoaHDx4EH19fY4dO8b06dMZO3YsP/74o9DK6OrqcuXKFVpbW3FwcCAgIEBM0T08PIQ6x8TEBFdXV+zs7DA0NCQ9PZ25c+cSHh5Oeno6U6dOpba2lmfPnnHp0iUAoUY7ffo0K1euJC4uDjc3N7Zu3UpnZycXL17EwcGBr1+/sn//fsH2+vjxIydPnmTatGmCpP/DDz9QUlKCo6MjysrKzJo1i+joaFxcXATwOD4+Hk9PT+zt7Tl+/Dh+fn74+PgwdOhQqqqqWLVqFaNGjWLOnDkMHTqU9+/fi5yhp6cnV69exdLSksTERMaNGydo+b3g3ClTprB7925u3LjBjh07qKioYMuWLbi6uqKkpERoaChmZmYkJycjISHBxo0bsbe3p7S0lOLiYsrKykhISODly5ds3bpVkPqTk5NFzig2NhZ7e3sWL16MvLy8ODrV1tZGS0sLXV1dhg0bhq2tLc+fP6e7u1tsiJOTk8nMzGT69Om8ePGCQYMGMXv2bGbPno2RkRFTp06lrq5OLBh7M755eXnMnz8fNTU1Hj16RGBgIC9evGDIkCH069dPTPHOnDnDtm3bSE9P59u3b9jb23Po0CGUlJREVrOXZN+72A0NDRVFid7slZGREV1dXZiYmODs7Iy8vDxdXV0YGxsTHR3NhAkTUFJSIiwsjJcvX4oyjLOzs8hpnT59WkxXe6X3r169Ep9HdnY2KioqfP78mczMTJYsWYKSkhL6+vpYWVmhpqZGXl4ecXFxpKen09bWhq2trYj16OrqMnHiRLKyssRx4tq1a/H09GTEiBGUlZWhpKTE7t27+f79Ozk5OSxbtoyGhgZ+//13IiMjqaqqYs6cORgYGPDx40cxTdLU1AQgPz+fjo4OpKWlcXFxQU9Pj5ycHPr378+5c+cwNzcX7fDCwkIsLCw4duwYTU1NZGZmCh7bvXv3iI+P5/3796SmpjJlyhSioqIIDw/nwIEDREZGcvv2bbZt28a1a9dwdHRk3759TJo0iZSUFBYsWEB9fT2PHj0iLCwMAB8fH3JycmhpaRFFtQcPHuDl5UVnZyejR49m6dKlREREICMjg4mJCcOGDRNZz/b2dkaPHo2MjAzl5eXcuXMHOTk5fHx8uH37NmPGjOmdPP5vofbfXDt27NjU64BTUlISSIvq6mqUlZVRUFAQD49eH6GTkxNPnjxh+fLlXL16FWtra/r27UtzczPDhw9n6tSpSEtLi+agoqIiOTk5vHz5ksrKSvr164eCgoJ4AQ4ePJghQ4agpaVFbW0tDx8+RFdX9/9kUnpFuqqqqty6dYvs7GwMDAxQV1fH1taW4uJiNDQ0sLS0RFpaWhgNZs2axaxZs7hx4wbd3d0C/jdjxgw0NTX58OED3d3dODg4sHv3boyNjUlMTERNTY2ff/6Zb9++4ejoyKVLl3j+/DmvXr1i1qxZwvenra1Nnz592LNnD4GBgYSGhvLLL7+QlZWFvLw8oaGhtLS0YGdnx6xZs7h27RqampqcPHmSiIgIbt26xfTp01m3bh1bt27l8uXLQjYOEBcXx/r169mzZw89PT1UVlbS3t6Ol5cX+/fvR19fn7S0NGbPnk1paSkZGRk4ODgwaNAgjh49ipOTEykpKaxbt47Gxkbi4+OJiorCzs7u/2PvvYKyyrq23YucQZQkIOkRQZqMKCACYkJRMWLCnGkxdJttxYD92ubY5sYA5kxSUQQDCkgGMZCUIIggSVBA+A/8mLW/g131Hux98lfPIy2rrPXAWs+ac4xxXxfV1dXo6uqSlJQkYJzXr19H+/Nn+q5di3JUFBo5OSwqLSXu7VtuFRSwaNEi7O3taWhoQE1NjYcPH4oTtG5uLnUtLTyorBT31yTAWk+P8iFD+P3338nNzcXPz0+Qy3v06CFaqJmZmYwaNUpsspydnXFwcMDJyYno6GgyMjJ+Xp+2Nn369MHGxgZdXV1MTU15//49+vr6NDc3ExUVxeTJkzl37hw2NjbExMRQWlpKeXk5KSkpzJ8/n9bWVpFQjIqKorCwkEePHjF8+HAcHR1FxcvBwUEcQKZMmcKDBw+YMWMGmpqamJqa8vbtW86cOSN4TElJSSI8sn//fj5//oydnR2qqqrs2LEDNzc3VFRUqKmpoaamhmnTpmFraytmf7p160ZOTg4/fvwQL6o5c+bw4MEDVFRUCA8PFxXomJgYRo8eLUID06ZNw8TEBGlpafT19YmLi0NBQQFFRUWMjIwwNzfHw8OD8+fPM2jQIMzMzOjbty+6urrcuXPnp6C7rY1ffvlFiOB1dXUZNmwYtra2fP/+ncLCQm7fvs3EiROxtLRk/PjxDB06lCdPnoj4/ZAhQ/Dw8BDk8/379wuIam1tLT179uTkyZPs2LGDPXv2EBwcjIODAzk5Ody4cYPa2lrs7e15/PgxeXl5XLhwgZSUFFHV70zPrlq1infv3tHR0SFSb516KycnJzQ1NdmzZw8vX75EU1OTOXPm8Ndff/Hs2TNiYmL48uULKioqFBYW8v37d5SUlHB0dERPTw89PT3Onj0r1GFdu3alZ8+eaGhocOXKFdFZcHJyYtKkSZiZmaGiosLcuXOxt7fHy8sLQ0ND7t+/z4IFC6iqqhLuy86Z2OjoaM6ePYuTk5OoDO7evZsfP36I33deXh5ZWVliI6GsrEx7ezulpaXIysqKKviVK1fw9fWle/fu3L59m+HDhwvkiqGhofBQLliwAEdHRyoqKti+fTsKCgoCNaOjo8OUKVNE0rqTd1dRUcGJEyfo168f6enpnDhxgtTUVIyNjUlKSkJDQ4ONGzcKFpyuri729vY8ePCA8vJy+vfvT11dHZ8+fcLMzIwHDx5gZmaGlpYWOjo6uLq6oqSkxMuXLwUeZ8GCBQKDNH78eLp168a9e/fo1auXUCNt376dN2/eoKmpyfHjx5k8eTJycnLiAN6rVy88PT2pq6vjypUrnDlzhl9//ZU7d+7g7e0NQF1dHYqKiqSkpPDrr78yYMAAMSfcmZqePXs2dXV1ODs7Cz1eZ6uyc8PerVs3goODuXnzJmZmZkI1lpWVxcWLF1mzZg0XLlzg06dPdO/enYiICPLz83FwcGDgwIGYm5tjaGjIw4cPUVZWFnis5cuXIyUlxV9//cXVq1eZMWMGL168YPv27fTr14+PHz/Sq1cv8Q6Ul5dHV1eXlStXUllZKVLeQUFBuLi4EB8fj4ODAzNmzCAzMxM5OTnq6+u5du0aFhYW7N+/n6tXr+Lt7S0k821tbZibm2NsbIysrCx79+7F1NQUGRkZBgwY8L/2E6GhobS1tfHu3Tt+/PiBm5sbhw4d4ubNm0gkEtra2sjPz8fExITbt2//V61P2f9Pdjr/rn/X/0VLqr2dqZcucVpfn3UFBbR3dGADxFVXU/I/m5f/t3XN3p6guDiqgaeAO7AKOObg8P//hf+7/l3/rn/Xv+v/uvVvRQ04fPjw5vb2dvz8/Dhw4ABubm6kpaWxaNEiPD09UVVVRU5OjkmTJuHp6Ym6ujp5eXns2rWLM2fOoKmpSWBgIMuXL6e8vBwHBwd0dXW5efMmiYmJpKamEhsbS79+/TA2NsbQ0FDAOGNiYli0aBGvX79GXl4eGRkZ9u7dK2amCgoKRGpTUVFReDInTZrE6dOnsbGxYcSIEfz++++4u7sTHx/PgAEDMDU1JTIykqlTp3LkyBFGjhyJk5MT7u7uREVFkZubi56enogma2pqIicnh5ycHDNmzMDe3p6MjAwCAwPFHMGUKVNwcXHh4sWLODg4MGHCBHr37k1ycjJaWlrY2dkxZcoUampq2LNnD9XV1cTExDB8+HAMDQ1RV1cnKysLLS0tmpqa+PHjh0BzdO3alSdPntClSxe+ffsmgL2fPn2if//+3Llzhx07dmBra0vfvn1xc3PD1NSU/Px8ysvLUVZWJjY2lr///htvb28cHR1RV1cXGqmZM2cC8ObNG9ra2sR82rJly3j58iWDBg0SwniX5mZkk5IYWlAgyPefAJWODoZ26YL3jh0oKyvz9OlTvnz5QpcuXbCysiI7OxunsWN5oaGBc0UFcxUU+NrURPmmTXzU12flypX8/fff2NjYYGhoKKozHz58wNramvz8fPz9/cnOzmbbtm24uroyZswY7ty5g5GREWPGjMHY2Jjff/+d0tJSEWV3cHDgx48fYu7PxcVFUP5nz56Nvb09ampq+Pv7ixZOfn4+ixYtEm1jNzc3bGxsMDAw4P79++jp6aGlpcXdu3cpKSkRuAJdXV38/f05c+YM9fX1Qmnk4+ODhoYGhoaGjBw5En9/f3JycigqKmLixIm8f/8eS0tLTp06hZaWFr/88gvXrl3j3bt3ODk5ce/ePTQ0NFBTU0NVVZWvX79iZmYm1E92dna4uroiKysrMBaysrJUV1fj4uKCrq4u06dPp6KigsLCQoqLizlz5gz9+/dnxIgRQo/k5OTEiRMn2LhxI8ePH8fX15fq6moyMjJYuXIlVVVVxMfHC5VUcHAwMjIymJiYsHnzZqSkpFBUVGTjxo3k5+eLe+v+/fu4uroikUh4+/at8A2WlpZSVFREz549UVZWFmEjTU1NJk6cSFxcHAYGBly7dg1dXV1sbGzw9PSkubkZZWVlpKWl6dKlC8bGxsyfP18oz1JSUliyZAmHDh3C0NCQN2/ecP/+fbS1tQUXysnJicuXL9OrVy+MjIxQVVXF2tpanOgzMzOF8cLU1JSEhASkpKRE0rCjowNnZ2fs7e1Fe7+jowNlZWUmTZpES0sL06dP5/79+7i4uDBixAiampqYP38+mpqadO3alTlz5vDPP//w+vVrAavthDGvWrWK8ePHY2BggJ+fHyEhIcyePZtu3bpx7tw5CgsLGTx4MBcvXqS0tJQfP37g6uoKwNOnT1mwYAFNTU34+Pgwb948+vXrh7m5OdHR0fz22298+/aNL1++8PbtW5SUlEhISKBv377k5eXx5s0b0tLSWLZsGUOGDCEkJEQgJR4/fsz48eMxMzMjJSWF48ePs337dkaNGkVJSQl5eXn06dMHa2tr+vXrh56eHh8+fKBfv34YGRmJ+6ijowNVVVUyMzPR1tZm2LBhHDx4UECq5eTkkJeXJy8vD0NDQ+GnDAwMRFFRkS5dumBpaYmLiwupqamCzff69WtR0f769Svm5uYkJiZy6NAhVFRUePfuHYGBgVy/fp1nz57Rt29fRo8ezb1797CwsBCashEjRuDn58eff/6JpaUlw4YN4/nz52IG9+3bt0gkEoYNG0ZISAh37tyhvr6eN2/eMHPmTBGm6bQ4PHr0iI0bN2JoaMivv/5K7969SUlJITQ0lEOHDnH58mWGDh2KRCKhvLwcBQUFoqKiaGlp4fnz51y9epXIyEiCg4NZtWoV6enpAsRtb29PR0cHw4YNo62tjfb2dj58+MDLly9FBfXBgwc0NjZSW1tLQEAAwcHBbNu2jerqagIDA7l//z4NDQ18/fpVMC+/f//O+/fvBSh79uzZSCQS3NzcyM7Opk+fPoKHOWLECH799VcsLCwYMWIE+vr6FBUVIS0tzcuXL8nKyhKzj52hk87A0/DhwzE1NeX48eO4urrSr18/1q9fT1lZ2X81o/avQgqwtrbuOHLkCF26dOHx48cEBQVRVFQkFDDPnz+nR48eSCQSjh07hoqKCrq6ujQ0NDBu3DikpH4aIHbs2MGXL19ob2+nf//+1NbWCvhmZzJy9uzZNDc3c/v2bSGL7hyIHjRoEJcuXUJGRoYLFy5gbm4uVCsA6enpbN26lfLycn755Rf+85//CDFxcXEx2dnZvHz5Enl5eby9vbGzs6NHjx6cO3dOqIr69++Pp6cn8LOlKC0tjZ6eHjExMRgbGwtA7rhx4+jo6BCfNy8vjzlz5gAgJyfH48ePefbsmZCnX7x4keLiYgEIDA0NxdPTk7a2NmpqakTLcvr06QAEBASgra2Ns7Mzpqam9OjRg+TkZKqqqnBzc+PkyZMYGhri5+dHWVkZlZWV2Nvbs2/fPqqrqwHYvHkz/v7++Pn5UV9fz9q1a5k1axa3bt1i3759SCQSHB0dsbKyory8nB49enD37l169uwpEjnv3r0jNjaWOXPmMG3aNLp06cL+/v3JWb8et/9H+xJgHrDW3R35Cxfo0aMHV65cAeDu3bsUFhby4MEDZGVl2bFjBwcPHuTcuXPIy8uLZN2QIUMYOXIkJiYmvHz5kp49e1JfXw9AUFAQZWVlYvZu9+7dGBoaMnnyZA4fPkxOTg59+vShra2NCxcuICsrS9++fXF1dcXPzw9A+CYzMjIAKCoqYvXq1cyZMwcVFRX8/Py4efMmffv2JTs7m7lz5xIZGcmVK1dYuHAh8FMP1snfevDgARERERw4cIDS0lLhJLx58ybNzc3Mnz+f06dPo6SkhJWVldBQ7dixg7t37zJt2jRaW1uFY/Dly5fU19cTExND165dWbduHdHR0WhpaeHs7IyUlBRPnz4F4LfffmPy5Mn89ttvwM/Ur0Qi4ePHj+zevZu///4bgOrqampqaoTyatq0aXz+/Bn42dJJT09n4cKFHDp0iMGDB1NfX09TUxNSUlIYGhpy/fp1Xr16xcyZM/H29ubx48cUFxcLvc+WLVtoaGjAzMyMtWvXEhcXx9GjR9m/fz82NjaEh4dz69YtXr58KeYps7OzRVoOoKKigr179wLg6emJl5eXSH0HBASQmJhIVVUVfn5+bN68WaBbAJF6Hj16tIDChoaGsnTpUlpbW/H19UVZWRmAkJAQ/vjjDw4ePMjSpUsJDg5my5YtpKWlASCRSEhPT8fLy4ukpCR2795NSEiI4B/a2Niwfv16tm7diqysLJGRkZSWllJbW8vatWuBnwBqOTk5hg8fzvXr13F2dsbIyIjMzEzU1NS4cOECJiYmVFZWCtC3jY0NdnZ2pKamAtDS0oKWlhZDhw7lwIEDfPv2DSMjI/z8/JgwYQLR0dFERkYiLy8vZsFyc3MJDg7m7du3AJSUlNC3b180NTVpbm6mrq5OwJHXrVvH8+fPxXcNwKlTp6iqqmLdunVcvXoVgPr6embNmkVoaChfvnxBXl6eMWPGsGbNGpYsWYKGhgZdunRBUVERFRUVgoKCqK2t5fr16+L/zcvLY+3atQQFBREdHU337t1FC7iiogIvLy/++ecflixZIswycXFxeHt7i0Ogv78/e/fupUePHrx+/ZrGxkbk5OQwMDAQINopU6awceNG5s6dy59//sn69es5fPgwS5YsEff6qVOnyM7OZsCAAcydO5ewsDAAamtrMTMzY/DgwRQUFFBeXs6gQYOYM2cOQ4YMEd+nysrKAs1y48YN9PX1efz4Ma6urjg4OLBkyRKuXr1KSkoKZWVlHDhwgJycHFJTU8XYw+rVq9m2bRuqqqpi/tLc3JydO3fi7+9PQkKCMI3cunULXV1dUlJS6N27t9CG5ebmYmxsTEREBH379iUoKIglS5YwefJk5s+fj5WVFc7OztjY2KCvr8+ff/5JQEAAL168EEDs8vJy1qxZw9KlS4VmLzExkUWLFrFo0SI+fPiAsrKyUC92796dsLAwAgICSE9PF89eUVERU6dOpaCggAcPHvDhwwcBFE9OTiYnJ4e2tjY0NDTQ0dHB29ub8vJyrKysxD2yYMECNmzYQEFBAcuWLWPAgAH8/ffflJSU4OvrS1ZW1r8Kqf9m7du3b/O6devIyMjAw8NDJLmUlJSQlZUV8xmdA8ZVVVW0trZSU1ODsrIygYGBdHR0CB+buro6u3btEg7O5uZm0tPT2b17N5qamjx48ECQidPT01FSUuLGjRvMmDGD0NBQ5OTk0NLSon///hw8eJCVK1dib2+Pq6srb968ob6+nri4ONauXcvx48eRkZGhvb2dcePGMWLECKHHuXv3LtHR0Xz69AkFBQUApk+fzqtXr4TPrKioiIEDBzJgwABkZGQIDw9n0aJFnDp1CikpKRwcHJCRkcHQ0JCDBw+SkJBAr169hMbK2tqa5uZmRowYAcCQIUNQUFDA0tKSkydP4uvry8qVK8WLvampiW/fvtHR0cGvv/5KZGQke/bsYdy4cYJ4bm9vT2FhIRKJBCsrKzZs2EBNTQ1aWlriRSsvL8+NGzeYO3cuLS0teHh4EBERwZEjRwgPD2flypXcu3cPgM+fP4uX5/bt21FTU2Pfvn1EREQwY8YMwXHy8fGho6OD6BcvmJmby4nWVr7+zz0iBewGnmpr4/7rr9y8eZPLly+Tm5vL1KlT6dWrF4mJicjLyzN69GhsbW158+aNmPdTVFRkzJgx+Pr6CpZPc3Mz2tradO3aldTUVAoLC7G1teXRo0c8fPiQDRs2UFpaSp8+fXj27JmoHJmYmFBXV8e5c+cYOHAglZWVFBQU4O3tTWRkpIAyFxUV0dTUhIuLC+PGjRNzJSdOnGDr1q2oqKggKytLfX09jo6OqKqqiqj+3bt38fHxQVNTkzNnzjBy5Eg+f/7Ms2fPRLDh3bt3wj3Y6WN8//69+CLu27cv0tLS3Lhxg759+7Ju3TpWrFjB0KFDUVFRITExkcLCQjQ1NXny5Ak3b95k9OjR6OjooKurS2VlJTdu3MDHxwd5eXmhefH19eXkyZM0NDRw6dIl5OTkuHHjBgMGDEBeXp7NmzeTkJDArVu30NbWFi9ObW1tQQ0PDw/H3t4eOzs72tra2LNnD1FRUVhaWuLv78/MmTPJzc1l69atgkiuoKCAi4sLzs7OaGtrM3PmTCwsLHj06BHq6uoCXh0aGkpubi4PHz6krq6OAwcOEBgYyOvXr1m1ahUNDQ3Y2Njg6+vLkiVLWLhwIZaWlkIRBVBcXIxEIsHExAQDAwMcHR1pamqiT58+1NfXC8ZccHAwBw4cQFFRUWxiDQ0NxQu7oKCA7OxsysvL0dPT4/Pnz3z58oV58+bh4OCArKwsw4YNY8mSJUyaNAldXV309PQAhI9w//79XLt2jdzcXF6+fEm3bt345ZdfuHLlClJSUhQVFREfH4+fnx8eHh4i/CAvL097e7uoDoWFhQkLSXh4ONeuXSMmJobz58/z6tUr4uLiOHLkCDt27GDOnDlIJBJMTU0FhT81NVV8L3eqo+Tl5amtrRWIpK1bt9LS0oK6ujqysj8nezrnghcvXizSy8rKyowfP5779+/j4ODAqFGjOHDgAObm5rx580aAaZcsWcLTp09JSUnh4MGDYrPcaV3oNG6sWLFCHDK1tLRITEwU3Ybs7GyCg4NFOKfzkHjz5k1ev35NcHAwCQkJWFhYkJGRwZcvX/Dw8KC5uZkbN27w/ft3jh8/TktLC4aGhtTV1Ynq65YtW3jw4AHt7e18+vSJbdu2cenSJXr27MmnT5+wsbEhJSWFBQsWMGrUKFGFS09PFynIuro6tLS00NXVxdHRkbCwMBQVFbG1tUVPT49NmzZRWlrK3bt3Wb16Nd+/fxeGi045fWNjI1VVVYSEhBAQEICZmRna2tpYWVkJ4LW/vz/Pnz/n9evXaGlpMW7cOGRlZUlNTcXExERU/k+dOoW/vz+NjY3cuXOH/fv3i+qyjY0NJSUlwM/Naa9evejbty+ZmZnk5uaK58Dc3Jzq6mrGjh3L0qVLmT9/Pjdv3mTLli0EBwezYcMGwsLCRAU9LS2NkpISdHV1qa2t5fv370gkErp06UJISAg5OTmEhIQwYsQI/vzzTyQSCS4uLri5ueHu7s5//vMfNm/eLGwVXbt2pa2tjQULFqCrq4uhoSFpaWmcPXuW4cOHCztHSUnJv1L2/3ZZWVl1LF68GFNTU3JycgSL6ePHj8BPDZGDgwMTJ07k2LFjnDt3junTpzNjxgyio6MJDAxk3759PHv2TNDLS0tLRUkefiIuDh8+zLhx43j27Jlwj7m6utLY2MiVK1eYNWsWMjIy1NXVoaysTGJiIlpaWmhpaQE/T0ZKSkrs2bOHuXPnUlVVRf/+/Wlubqa4uBhpaWk+fPgg2nyfPn3i5cuX/6satmHDBlauXCn4ZvATAxIVFUVGRgYrVqygoqKCwYMHU1paSlNTk+A0ZWVldf68iI6O5sWLFxgaGoqovYWFBZs3b8bPz09AYysqKrCxsaG0tBRVVVVRCTlx4oRQinRG/dPS0rC2tiYmJgZzc3NGjBjBsWPH6N69O46Ojnz9+pWMjAwh/37//r2omt29exdNTU3k5eVxdXWltraW0tJSLl68yLZt22hoaKBPnz788ccfhISEsGDBAgDmz5+PRCJBXl4eDw8PNmzYwLVr19jQ3o7azZtsb22lBpgL2JiZoZGUxK2YGCIiIkRFrXP99ddfrFmzhpycHMaPHy9aBDt37iQmJoby8nKmTZvGp0+fCAsLY9CgQfj4+AA/ERWdjB11dXUeP34s2tR2dnZER0ezb98+IiMjuX37Ng8fPuTu3buUlpZy584dABQVFVFWVmab/H/8AAAgAElEQVTMmDEcO3aM/fv3Y2dnx5gxY9i8eTPXr18Xn9XBwYHy8nJmz56NioqKCA6cPHmSJUuWcPToUfLy8ujduzcA/fr1Izw8nFevXmFmZsa6desYP348b9++ZeXKlaxdu5apU6cCkJqaKjaq/fr1o7GxEVNTU0xMTGhsbERVVRV/f3/69euHg4MDOjo6QsXUWe39/PkzRUVFJCYm8ubNG1avXo28vDxr167l3LlzhIWFUV9fT05ODunp6fz6668EBAQQGRmJoaEhAPb29syfP5+goCBsbW1xdXUVA+oAS5cuZcyYMSQlJZGfn4+XlxfKysqiSgSwdu1aduzYAfz0XMbFxQEIvEYnU3H//v2Ympry+PFjrly5IjYGADdu3ODw4cM4OjqKkETnv3l6ehITE0NHRwfp6ek0NjaSlpbGnDlz+PDhg5BddyrVrly5wtChQ8Xva9u2bbi5ufH582cmTZrE+fPniYmJwcTEhD///BP4mYwGsLGx4ebNm1y6dAn4WbXt6Ohg1apVjBs3jpkzZ1JWViYsEVJSUly5coUTJ04QGhoKwKRJk1BXVxf32M2bNxkyZAhxcXGipWpgYED37t0pKSlBX19ftHI1NDQAOHLkCDIyMhgZGWFgYCA8jXFxcejo6PD161fS0tLQ19cnMzMTHR0dysrKCAsLExqupqYm3N3defz4Mbdu3aKlpUWAYyUSCUZGRvzxxx9oamoK2KxEIkFFRUVcx7Jly0Ric/r06fz9999cvnyZP/74g3nz5jFw4EDS0tJIT09HW1ub8vJyiouL6dGjh6j+NDQ0MHLkSNTU1Hj+/DnZ2dksXbqUoUOHCg3RxIkTSUlJ4dWrVygpKTF69GgB2wYEsPrAgQMEBwdjamqKlpYWCgoKTJ06lXfv3pGSkkJAQMD/4mrOmTNHbOxLS0txcnJi/vz5lJSUcOLECSQSCU1NTTQ1NWFtbY2Ojg7v379n0KBBvH79WhwAc3JyxL2YlJSEvb09pqamnD9/nh8/fvDp0yecnJwwMjLCzs6O+/fv4+7uzpcvX1BSUhKBO0C0NL98+cLWrVvZsWMHT548wczMTDyvQ4cO5e3bt6IT0LmGDh0qnjmJREJ0dLQAcHdq0zw9PTE0NBSHieDgYJ4+fUpZWRnR0dFs2rQJgGnTppGSkoKhoSH5+fm4u7sLvmlsbCw6OjqYm5uTmpqKurq6CC5du3aN+Ph44OcG/8yZM0gkEp48ecLbt2/p378/oaGhYjzp9OnTNDY2UlBQQHJyMmvWrKGmpka06NPS0vj+/TtNTU20tbVhYGAg7qlevXpx8uTJf6Xs/+3avXv35lmzZtHW1kZRURHDhg3D0tKSlJQU6uvrSUhI4MWLFwQEBJCdnY2pqSlNTU1i85GUlMTKlSupqalh0qRJ5Ofn07NnT+Fgk5WVRVVVlfnz53P58mW0tbXJyclh6dKlpKSkEB0djbe3NwsWLMDExITY2Fh69OhBSkoK79+/Z+jQoWhoaGBmZibmHnR0dAQioHfv3sTGxjJlyhRu375NYWEh06dPZ9WqVRQUFDBjxgyUlJRQUlLCxcVFcGNCQkLYs2cPgYGB/2uzIpFI2LVrF2VlZcIH2Zk2kpKSIiMjgxcvXqCqqoqnp6doFz9+/JimpiaRQPzx44f4YsnNzcXU1JShQ4fi6ekp1CXv3r3j8OHDaGlp8e3bN5YvX86QIUNwd3cnKCgINTU1Fi9eTEREBF+/fqW6ulpgMUaNGkW3bt149OgRampqvHnzhgEDBmBnZ0d6ejppaWkCfVFfX4+5uTne3t78+eefmJiYoKenR05OjsAY6Ojo4OHhgZubG6ojRpDZ1ETfigpGaGnx1tycpS0tGEgkVFVVsWPHDi5fvkxOTg4JCQmkp6fj5OREXV0dNjY22Nraitj/sGHDuHTpElu2bGHLli04OztTVlbGvHnz2Lt3L0lJSXh6enL69GlcXV1Zv349CxcupKCggG/fvokKzKRJk5g0aRKWlpYMHjyYu3fvcuzYMZYvX46VlRXdunUTn6O9vR11dXUx15iens7AgQPp1q0bR48excrKir179+Ll5YWNjQ09e/ZEIpEwc+ZMNm3aRGhoKAoKCiIaX1FRQWxsLIWFhcyePZv+/fvz8eNHpk2bxh9//MHIkSMJDAzkzp07XLp0CYlEQn5+PmZmZjx69IhPnz6xevVqRo4cydq1a/ntt9+ESHrTpk1i5vD+/fu8e/cOOzs7nj59yoQJExg/fjxFRUXs2LEDDw8P1NXVKS0txcjIiGXLljFlyhSRGj1z5gxhYWHCNLBo0SJCQkLIy8vD3NwcOTk5unbtioKCAsOHD+fhw4f4+PigqqpKQUEBbm5ufP36lW/fvlFbW8ulS5ewtLSkra0NPT090tLSsLOzIyAggO/fvxMTEyOSXaNHjyY6OpoxY8YgKytLQECA0Ft1YkjU1NRYvnw5WVlZ3L59m5CQEGJjYykuLmbo0KFcv36d2tpaxo4dy8OHDxkxYgQnT56ksLAQbW1tBg4cKFpKd+/eJTs7m8DAQKytrYWVQVNTE0dHR+rq6nj//j3nz58XIGE7OzsUFRUJCQlh2LBh3LlzhydPnmBvb4+Pjw9mZmbIyMhgbGwsJO23bt1CRkYGOTk5unfvzpYtW/Dw8KCxsZGrV69ibm6Oq6srXl5eDB8+XNx7U6dOxc7OjuzsbEJDQ3n79q0wuaxfv54XL15gYmKCoaEhvXv3JiMjg+fPn/PhwwcGDx5Meno6kZGRTJ8+nbq6OgICAgQc+datWygqKorq/dSpU9HT08PU1JRHjx4hKyvLvXv3UFBQICgoCGNjY6HF+/jxI8XFxTg4OPDu3TucnZ3x9vbm6NGjBAQEcO/ePYKCgjh+/DjFxcXMmjWLmTNnIpFIcHJyQl5eXjwLM2fO5Nq1a6ipqWFkZERAQABz5swhPDycxMRE5syZQ0lJCcOGDWPQoEF4enqip6fHxo0buXTpEtHR0cycORMdHR309PQYPnw46urqbNu2TTx769evp76+XvhMhwwZQltbG/v370cikdDe3o60tDRr165l06ZN/PLLL9y5cwddXV1Onz7NqlWrRJVQX18fKysrrl27xq5du/Dy8mLMmDE4OzsTExODl5cXU6ZMYfny5fTr14/379/j7e1NRUUFcnJyxMXFERERQX19PTIyMty7d4+Ojg7k5ORoaGigpqaGgwcP0r17d+bPn8+nT5/w8vIiNDSUyspKxo4dy5UrVxgyZAiamprk5ORQW1vL4sWLuXPnDtOnTyc8PJz4+HjRperWrRuvXr2isbGRwsJCkpOTSUpKwt3dnbCwMHJycjh+/Di3b99m586djBs3joMHD/LXX39ha2vL6dOn8fX1paSkhO7du/Pp0yeam5vF9+6DBw+oqKhgz549hISEUFVVhYGBAXPmzKG5uZmzZ88KhlxycjLdunVDVVUVJSUl6urqsLS05OzZs+zatUvoBO3s7Ni3bx9r1qwhOjoaR0dHsrKyRBK5ra2Nb9++8fr16385av/tOnz48OZ169aRm5srWhudHCBZWVmysrJYtGgRNTU1pKenc+XKFWxtbSkoKEBGRgZPT082bNhAeno6CxYsICsri9TUVAIDA/n999/Jy8sjJCSE8ePHC+2Fjo4OmzZtYtasWZw4cQJ3d3c2bNhAWlqa2KzNnTsXU1NTEhMTyc/PFyqjThbOli1bWLlyJRoaGujr64vAgq+vL+PHj+fIkSNoaGiwbds2qqqqePnyJS9evEBaWppBgwbR0tKCtbU1165dw8rKirdv34p25dOnT1m6dCmRkZEUFRVhZmZGz549kZeXF6XkTo2Ij48P1tbWvHr1iilTpqCjo0NycjIDBgwgKSkJExMToqKiuHXrFjY2NjQ0NFBXV4epqSmtra2Ym5vTtWtXDh06xNKlS3FwcCA3N5fff/8dNzc3Tpw4ga6uLlFRUTQ2NuLn54e9vT3R0dFMmjSJ+vp66urqBPsNfs7STJkyBW9vb1JTU1FTU+PMmTO4uLhQUlKClJQUMjIy5OfnExgYiKysLC4uLnz48IEjR45QWVnJrJAQCuztKXZ15Z+sLKbPmYORkZGYQzl9+rQQj/fo0QN9fX1u376Njo4OBw4coKWlBRcXF/T09AQY1sfHB11dXU6ePImsrCwTJ07E2dmZe/fuUVZWBoCHhwfh4eHIy8vTpUsXsQH8/v07CxYs4Ny5c+jr61NVVcWWLVvELMujR48wMzNj165drF69mrCwMHx9feno6CAzM5PQ0FB++eUX9PT0cHZ2xtHRUWAKxo8fL4jeHz584MOHD8yaNYsjR45ga2tLeno6Y8eOxcLCgqqqKkxNTdmyZQsfP37Ey8sLJSUlAbfdsWMHBQUFTJw4kRUrVuDs7Iy5uTlLly5FXl6epqYmVFRUhJi6s3pQW1vL06dP+fjxI56enrx58wZLS0s2btyIh4cHenp6wuRw79495syZw+fPn5k1axZGRkacOnWK0aNH4+fnh5ubG8+fPyciIgJ1dXVMTU1RVlbGxMSEy5cv4+bmxooVK0hOTqZ79+6Eh4eL6ywsLMTQ0BAZGRmsrKyIiYkRwNmJEydy9uxZKisr+fTpE9OnT0cikXDr1i0SExMFqqCz4uXl5YWzszNjxozB1NQUPT09Hj9+zJAhQ3BycuLz5884OzvT2NiIlJQULS0tmJubExYWJlhX/fr1Izg4mOrqanr27Env3r2FJWLBggWCZj9s2DBUVFRYt24dXl5evH79mgsXLjBu3Djs7OyEBaCgoED83hUVFdm2bRsuLi6sXr2agwcPoqGhQUtLC6dPn2bp0qXExsairKxMdXU1+/btY/HixSLYUlpaSmNjI8bGxvz111/Y2Njw/ft3oqKiOHPmDMXFxcJz3IkriYyMREFBAUdHR3r37o2vry8WFhYUFxcjKyuLj48PXbp04bfffmPdunWcP3+erl278ubNGz5+/Eh5eTlBQUGsXr2agoICUZmorKykX79+lJWVkZeXx+bNm/Hw8CAmJobQ0FDWrFkjsCaZmZksWbKEoqIijI2NiYqKEqDz48ePY2xsjIqKCr/99hsaGhooKSmhqKjIkSNHWLduHQUFBXTv3p38/HwWL15MUlISzs7O3L9/n+7du2NsbExGRgbHjx9n8ODBlJWVkZubS3t7O4sXLyYsLIympiasrKz48uULXbt2pUePHtTW1nLmzBl69+7NsWPHcHJyYu/evejr66OsrMzMmTO5fPky+fn5PHz4kKioKFpbW5GWliY0NJRp06ahpqbGoEGDUFJSYtasWcTGxpKSksL27dt5+vQpEREReHt7s2LFCrKyssjPzyc/P5+MjAzs7OywsrJCWVmZQ4cO4eHhQUdHh+ANTp48GU9PTzw9PQWDLjIyEhkZGUpLS/n7779ZtWoV9fX1WFhYoK2tLTh7BgYGyMjIiBlZCwsLlJWVycjIEPilxMRE1q1bh5mZGVJSUpw7d46GhgZx+O/Zsyfz58+ne/fuTJo0iaKiIhYuXMidO3d49+4dTU1N5OXl8fvvv7NixQp0dXVpbm7GzMwMNTU1njx5wsyZM8nJySEwMJCwsDD09fUpKChg7ty5fPv2ja5du6Krq0tHRwdlZWV8//6dV69eYW1tjZWVFRcvXkRJSYkFCxbg5OQkIPhGRkZUV1dz/vx5/P398fT0FM+Di4sLTk5O7N69GwsLC5YsWUJSUhKvXr36l6P23649e/ZsXr9+PWlpaXh6erJz507U1NRQU1NDVlYWX19f4uPjMTAwoLy8nAMHDiAjI4OTkxNlZWXo6+ujpaWFjIwMFhYWPHnyhEWLFlFYWMiqVauYN2+eaG+sWbOG3NxcEhISWLNmDRUVFULZ5OXlRXJyMp8/fxaJ0hEjRlBRUYGSkhLTpk0T1OqKigpB9Z49ezYtLS2UlZXh6+vLp0+faGxsxNnZGWlpabp168bs2bPp06cPz58/F9JpfX19iouLyc3NFdJhBwcHLC0tcXd3JzQ0lMmTJ1NUVCQesubmZpYvX87Ro0dJTEwUsNhO+rWenh67du1i5MiRKCkpERsby6BBgxg1ahSVlZX8+uuv4uWXlZXFmDFjgJ9tu/Hjx6OoqIi2tjZaWlrEx8eTnJxMenq64CiNHj2auro6WlpaCAoKorCwkBs3brB9+3ZCQkL+10YzOzsbAwMDZGVlRRgBEDM+6urq9OjRQ7ggb9++TUJCAnv27EFBQYH9+/cjIyODhoYGlpaW2NjYUFlZKWTYhoaGODo6kpCQwO3bt5kwYQLe3t60trYyZcoU4uLicHd3F8BafX19Nm3aRElJCTNnziQpKYnq6moKCwuZPHkykZGRYnOycOFCbt++zcuXL2lpaRFASRMTE3GQMDAwwMvLi1evXlFbW4uLiwvJyclYWFhgaWlJQkICHz58ID4+HhcXF2bMmEF9fT3r1q3D0tISKysrUlNTiYqK4s2bNyQlJTFs2DBu3LhBWlqaqAzHxcXh6OjIX3/9JWCZ9+7do3fv3nh5eXHhwgWmTp0q2h+dQ76rV69GT0+P3377jeLiYmpra7l69SpWVlbcvn2bR48eMX/+fAYOHEjv3r0xNjYWLwH42WKvrq5m5MiRHDlyhJSUFJydnTExMaF3796idfbq1SvMzc1ZvHgxZmZmIhVWW1vL8OHDaW1txdjYGGdnZ6Kjo4X5Iz4+nmPHjhEdHc3mzZuRlZVFV1dXeGhv3rzJuHHj6NWrFzk5Oejr64v5Qjs7OzIzM8UGptO2cfz4cRQVFcnIyEBNTQ0tLS1u3ryJg4MDjY2NYo6md+/evH//noqKCl68eMHVq1dJTk7m5cuX9OnTR4ijJ0+ejL29PRYWFpw7d4709HQ8PDwwMzMjJyeH7t27s23bNmRlZUlOTsbNzY0pU6Zw+vRpFi5cyOjRozExMaFXr15UV1eTmZlJS0sL48ePJzs7m+joaKytrblx4wazZ8/G2dkZf39/sVn88eMHe/fuFdwzLy8vZGVl2bZtG2PHjkVGRoaxY8eSk5ODra0tEyZM4MOHDwQFBWFgYMD06dOJi4ujrq6OP/74g2vXrnH06FGMjIx4+PAh1tbWnDt3Tgxxr127liNHjojZpIyMDKKjozE1NSUgIICnT5/y7ds30eafOnUqsbGxwtt59epVDA0N+eWXX3j16hUqKio8f/6cXr16IScnh56eHgUFBaioqDB06FDu3buHtLQ0Pj4+pKamMmHCBA4dOoSZmRnbt28nNzcXDQ0N3rx5w40bNwTrbfr06dja2jJy5EiOHTsm0qvDhg1j7dq1fPnyhdTUVNrb2wkPD2fUqFGEhITQ3NwsBvg7GWo2NjYcP35cVNM8PDywtLQkPz8ffX19jh07xtu3b/Hw8GDAgAFIJBKKi4upqanBxsYGiUTCwoUL8fLy4vz588THxwuQa3t7OyNGjKBbt24cPnwYTU1NPDw8qK+vR0VFBQsLC3JycmhpacHW1pYNGzbw+vVrRo8eTVNTE9evXyc+Pp6DBw+ybNkypk2bhrS0NPHx8QwfPpxevXphZmYmlEs/fvxAV1eXlpYWtLW1CQsLE/ds7969SUpKEtXvp0+f0rNnTz5+/Mjw4cOFL/Xs2bNMmjSJW7duiXSkq6sr9fX1TJgwQRgIBg8ezMmTJ5k8eTJ1dXX4+flhaGgoqArS0tKcPHmSkSNHkp+fj4+PDydOnCA2Npb58+ejpKTEjx8/qKmpwdzcnIqKCqSkpFBQUKCjo4M+ffrw7t07xowZw+vXrzE3NxfPua2tLRcuXOD27dtijjIzM5PS0lL++OMPnjx5QmtrK1+/fuX79++0tbWxZs0aevXqxahRo+jevTt//PEH0dHR/9VG7d8ZNUBLS6ujE/7448cPFBQUsLGxQUZGBvjZZy4rK2PixIk8ffpUVNU2btwokmo+Pj7Y29tTVlbG5s2b+fjxIxs3bhTzQ15eXowdO5adO3cyb948AcONjo5GVVWViIgIPn/+THl5ORoaGkybNk3McO3atUtcx9ixY0lISOD+/fvs2bOHsLAwLl++TEREBACzZ89m8eLFqKqqUlFRIcrWL1++BH7OQzx+/JjNmzeTkZGBt7c3zc3NXL9+naNHj+Ll5cXChQtRU1Pj/PnzbNu2DfiZ1OpMXPXu3RsZGRk+fvwodC8A165dE3JyQ0NDAQBNTU3ly5cvjBo1irt37wLQ2NiIu7u7SKyeOnWK/v37CzuBi4uLSPF8//4dLS0tLC0tuXXrlpgNmzFjBoWFhUydOpVFixYxbtw4pKWlqaiooLGxEQcHB+rr69HT02PAgAHcvHkTfX19ZGRkKC8vB8DY2Jhr166xbds29u7dS0BAgEhnpaSk0NTUhKenp0BLvH37VvhOOx1wsrKynDhxgh49evDjxw+0tLRISkpi1KhRfP/+Xci+w8PDycjIIDw8nNbWVi5fvsysWbMAuHjxIsOGDaO5uZm0tDQ0NDRQVlbmxo0b5OfnI5FIMDY2JjMzEz09PXJzczlx4gRdunThy5cvANTU1BAdHY2GhgaOjo48fPiQZcuWcerUKebNm8eFCxcYPHiwUPF0VgIAcR1nzpwhOjoaRUVFvL29xZBwc3Mz7e3tWFtbk5GRIdo/y5Yt49KlS1RWVor5w1WrVjFw4EDu3LmDs7Mz7u7uJCYmIicnR1ZWFvb29qKNOXDgQGpra2lqakJBQYGGhgYAIiMjGTx4MB4eHujo6LB3715SUlK4ePEi+fn5JCcno6ioyPv371mxYgUXL15k7NixvH79GjMzM+CnLmrJkiWsWrUKDQ0NAShuaGggKCiIffv2YWdnx4cPH0hJSaG9vZ1+/foRHx8v5occHBzIy8ujsrJSBGy2b9+OkZERy5cvJzc3lyVLltCtWzeOHTtGUFAQcXFxYh4Ofs7+mJqaUldXx4MHDygtLWXevHloaWmRkJBAbW0tycnJoi0qkUjEvF6nxi0nJ4empibh0V25ciWBgYF8+/aNT58+MWjQIFasWEF8fDxXr14VVewpU6YwZMgQAGJjY7ly5QrZ2dn4+voK+GYneHbkyJEkJiaSlpaGgYEBjY2NSCQSkRrtvNc7ESxBQUEsWLBA3AsNDQ2sW7cOgOHDh3P27FmysrJob2/n0aNHosrYv39/cRDctm0bBw4cwMXFhaioKHEQ1dXVJSQkhJKSEpydnZk3bx6BgYG0trYCCNBqQkIC6urq+Pr6smXLFnx9fTEwMCAqKopRo0ahr6/Po0ePaGxsRFtbGycnJ5qbm8VnUVZW5ujRoxgaGvL+/XukpaUFHkZNTQ1fX1+ys7NpbW0lLS2N/v37s27dOhISEoCfs7ad8653794VRpDQ0FDx5w0bNrB161acnZ1JT0/n7t27rFixgtraWvFzPXjwIBs3bqRLly48ffoUe3t7bt68KTAfHz584MCBA5w+fZrIyEhmzpyJg4ODIBNcuHBBIIKuXLlCYGAg4eHhbNmyhc+fP7Nv3z5WrFiBnp4eFRUVVFZW8u7dO+EGhZ8znZ2YKmlpaVJSUtDR0eGff/5h4sSJdOvWjaioKFatWiVmJz9//kxBQQH9+vUTf9fS0uLQoUNcvXqVWbNm0bdvX+Li4vjy5QvBwcHiem1tbcnIyCAgIIC7d+9SVFQEwOLFi3n79i09evTg8uXL9OnTh/b2dhFqamhowM/PjxUrVmBgYICuri6urq6UlJTg4uICQGZmJkVFRYwdO1a4c9PT02lra0NWVpaBAwfyzz//kJaWhrOzM1paWrx+/RoTExPk5OQAUFNTE/gfNzc3UTWrqanBysoKaWlpmpqaSE9P5/3792zduhX4SRIwNzcHEO37L1++iOT3hQsX8PX1JTMzk6CgIDIzM/+dUftvVnBw8OaxY8eSnJzMuXPnGD16NIqKisjLywPw6tUr1NXV+fr1Kx4eHvj7+3Pv3j0hVp09ezZmZmasXr2agQMH4uDgQHV1NadOncLV1RV1dXVMTEyIiYlh7NixFBcXi9Tkq1evSEtLo76+HhcXF1xcXPj69Suampp8/PiRKVOm4OPjw6VLlxg9ejQ/fvzA3NwcZWVlysrK+PbtGyNHjiQ7O5uIiAja2tro0qULWVlZaGpqsmrVKt6/f09VVZUQZndKwDvZVhERESxevBh1dXUCAwM5dOgQ+/fvp6Ojg169eol+fGeaNCgoCHd3dyEQV1ZWRktLi7///htra2sxn9Q5G9KptZFIJJSVlaGiosKECRNobGxERkaGQYMGCcL+qFGjOHXqFN26dRPIhc7h0ZiYGHENhoaGXLx4ET8/P9avX09lZSWPHj1ixIgRTJ06lYiICKysrCgoKCAtLY22tjZGjRqFrKws+vr6yMvLo6WlJT7jixcvKCsrw9LSkuXLlzN27Fg2bNjA8uXLBb6jqqoKf39/tLW1yczMxNLSUqh/Fi1aRF1dHfHx8cjLyzNv3jw0NTXZuXOnsD90JgC3bNmChYUFP378IDIykuTkZPz8/AgLCyM0NFQwz/bt28dff/3FwYMHmTx5shBE+/v7k5eXh7e3N1FRUfTp0wclJSWOHDmCk5MTXbp0oW/fvkIn5ujoCEB+fj43btxg6NChPHv2DDs7O1ExLCoqQkdHh7S0NPHF2bNnT9FynzlzJgMGDEBLS0vQ7KWkpMjJySEyMhI/Pz+mT5/OpEmTMDQ05Pnz52RkZODm5kZeXh6tra04OjqioKBAYWEhc+bM4fv373z58oV3797h6OjIrl27WL9+Pb169SIvL4/Y2Fhqa2u5fPkyTk5O+Pv7C+TDx48faW1tRU5OjqSkJLKysqiqqiI8PBwXFxeam5uRk5OjS5cuZGRkoKurK57jO3fuMHnyZAwNDfH09BQMpXnz5uHj44OBgQGlpaW0trZy7NgxysvL+fz5M8OGDWP58uVkZ2czb9483N3d2bhxI05OTidqQPMAACAASURBVFT+D8rl8+fPVFRUCEl5Z/L74sWLTJs2DXd3dxwdHWloaODt27eMHz8eaWlpSktL+fPPP7l37x5JSUkcO3aM79+/IyUlJdJ8a9eu5e3bt4Ip2NTUxOPHj0lLS2PUqFHAz4HsoKAgmpubcXNzQ09Pj5qaGnr16kVJSQkVFRVUVVWRmpoqGE+xsbGCn9cZonBxccHIyIg7d+7w+++/8+3bN3R1dZGSkkJNTQ1TU1PS0tLw8PDg27dvlJeXExYWJobrHz9+LLoI9fX1YpNgZWUlksEjRozgzZs39OnTh9evXyMlJYW1tTVJSUmEhISwc+dO1qxZIxA9QUFBqKqqYmNjQ3V1NQsXLsTAwAB9fX2ysrIoLi5GSUmJTZs2iY5GbGwsdnZ2XLx4EUdHR5H0PnbsmJg57NOnD56envzzzz/MmzePgoIC5s+fz4cPH8jOzqagoICpU6fSv39/nj59yvbt2wkMDCQiIoLNmzezfv16NDU1GTBgAKtWrUJJSQk3Nzd2795NUFAQjx494v379+jp6fHixQuWLl1KRkaGqOgcPXoUHx8fHj9+TEREBA0NDRQWFvLw4UN27txJfHw8FhYWIvWpoaGBtrY2EomE9evX83/Ye6+ooK427HaCdOm9SpUuKCCC2AABQQG72GOPJfbEEjVRE43daCL2il1jryjFghQRkY4gSC/Sez8X+Vnj/Ffnuzs3WdcZGoey99rv+zxzhoeH09PTg6ysLG1tbRgZGVFQUMDUqVOFfeLAgQPcuHGD9PR0cv+PXUVVVZXz589z/Phxoa6rqqrC29ub1tZWlJSUxBT4+++/58WLF8ycOZNdu3Zx6dIlhg8fTnFxMWfOnCE3N5e4uDjk5OQoKSlh4sSJ3LhxgwMHDqCtrc2QIUPIzc0lMzOT4uJiGhoasLW1JT4+niNHjtDZ2UlVVRX19fUcPnwYIyMjPnz4QGVlJVJSUqSmphIcHIybmxuysrIkJSWxdOlSFBQUUFFRIT8/n87OTkJDQwkPD0dRUVEU4Ho/5H/77TeSkpKIj4+nurpa+H8lJCSor68nNDSU9PR08U52d3dHQUGBrq4u9uzZIzyyGhoaREdHEx0dTU9PDy9fvuTo0aNER0fT1dWFhYWFUAD2cuBGjhyJsbExERERYmt1/PhxDAwM/lt9/q9n//79v27fvp24uDgmTJhAaWmpqNTKy8vT0tJCXl4effr0oaysDAsLC7S0tHjw4AFlZWWUlJTQ2NhIREQEQ4YMEYWDK1eu4ObmRk9PD46Ojujq6vLmzRtRV05MTCQ1NRU5OTkGDRrE0KFDqaqq4tOnTzg6OtLa2kpRURH19fUYGxtjampKWloagwcP5vLly7S2tmJjY8O3b9+QkJCgX79+4oKpp6fHmzdvKC8vZ/To0UyZMgUXFxeys7NxcXEhPz+fP/74g6CgIFJTU6mrqxN6qY6ODvHDZWhoyJYtW6ivr6ejo4PKykrq6uooKirC0NCQhIQEfvnlF5YvX05AQADp6elkZWVRVVVFSUmJKF3Y2NggLS3N9OnTGTFiBHV1dYIlo6ysTF1dHZGRkbx+/Zq9e/dSWVlJeno65ubmIoP14MEDpKWlcXJyQl9fHzU1NeLj47G3t+fAgQPiC/PgwYO4u7tjYGBAT08Pnz59Ys2aNRQVFaGvr8/Zs2fp27cvTU1NAj/S2dnJsGHDePLkCTt27CApKYmpU6eioKDA3r17MTIyQkVFBSMjI86fP4+Pjw83b97kw4cPBAUFsWHDBpG50tfXp7W1le3bt6OnpyfAkZqamiQkJGBubk5oaCivXr3i+fPnJCYminWOg4ODcOPt2rWLoKAg3r17R1FREYGBgXz58oVhw4bh4+PDsWPH8PT05NatW8TFxfHkyRORl1ywYAHd3d2oqKhw6tQptLS0yM3NZc2aNQBCoXT58mX8/PzE34OTkxN6enqEhISQlZXFxIkTxXrhn3/+wdHRkT/++IPs7GwmTpxITEwMVlZWjBs3jhMnTpCZmcnp06c5cOAAf//9N2vWrOH333/Hzc0NMzMzvn79Snd3N9++fSMtLY358+eLnNS1a9e4desW6enpFBQU4O/vL3JCioqKaGlpcfz4cXJzczEzM6OwsJC0tDSWL1/OwYMHGTZsmMh9ffv2jTlz5jBy5Ej27duHhIQEU6ZM4fnz5wwYMABra2vCwsJwd3fn7NmznDt3jrVr14pW8aNHj8jJyWHJkiWMGTMGY2Nj7t27x6hRo3jw4AEjRowQjWqAa9eu8cMPP3Dp0iUxFcrKyqKmpobvvvsOLy8vPn36hI6ODocPHyYzM5PFixeTmprKqlWr6N+/P6mpqaSkpNDV1cWZM2dQUFAQIX5VVVVqa2sJDAzE09OTd+/eYWhoiIODg4B8xsfHs2jRIkaNGoWjoyNLliwR0QkFBQWGDRsmspJxcXGoqqoyfvx48azovZj3Zuh6X5iZmZncuHGDDx8+sHnzZlRVVUlPT0dHR4fW1lZxUTtx4gQ3b95k6dKlophjY2NDQ0MDt2/fJiAgAHV1dSFVv3HjBmvXriUiIoLAwEByc3Oxs7PDzMwMVVVV0ZbW1tYWIGNvb29MTU2xtLRky5YtBAQE8MMPPyAjI4OzszP+/v6YmJgwZswYMjIyxPM8MDAQOzs73r59y86dOwWoNz4+noiICAoLC+nq6qKkpAQDAwM2bdqElZUVqqqq5OTkcPfuXZqbmxk1ahSPHj1CQkICNTU1xo8fz/Pnz0lISCA3NxclJSV0dXWRlpZm2bJlnDp1io0bNxIUFERERARjx46lrq6O+/fvU1xcLC6BkZGRrFy5En19fQICAnB0dERPT4+0tDTmzZtHW1sbGzdupLq6WmBbsrOzRSHHysqKO3fuiPWutbU1np6evHr1CjMzM9TV1RkyZIiYHBsbG+Pn5ye2Q1lZWcyYMQNFRUUuXbokUEHXr19HQUGBiooKcnNzqaysZOXKlVy7do3S0lIGDhxIXl6eyKL28tMsLS0ZPHgwjx49IiUlRXyU9+vXj5EjR+Lo6IisrKx4Bvj7+2NtbY2Li4tgfQ4cOBB9fX0qKiooLy/H3d1dtIvDw8Px8vLi3LlzoijXC4HuZUlGR0cjIyNDVlaWUDwGBQUhKysr2vWGhoZMmTIFdXV1AS1ub29HUlKS5ORkcnNz6e7uFs9oTU1NOjo6kJCQwNLSkr1793Lq1CnCwsIwMTHB1NSUvXv3Mn78eNTV1bG0tBTr6kePHjF06FDhyK6srKS5ufl/wnP8d1Hj34yap6cnr1+/FrkCZ2dnoqKiyMjIwNLSkj59+iArK8uVK1dwdXXl+vXrlJaWEhISQmtrq/jHtWbNGry8vCgqKmLkyJGUlpbS2tpKXV2dmERER0cTFBREUFCQaKgBwr24e/du7O3tqampITIyksOHD4uGY3t7O+Xl5airq/P8+XP69++PqakpycnJvH//nsGDB+Pv7y8yKnJycigrK9Pc3ExVVRV2dnYCpCsnJ0dFRQW6urqkpKQwadIk8UMZHh7Oli1bKC4uZvHixRw7dozw8HBiYmLQ09MTGI++fftSWFgo/HSDBg3iw4cPYop48OBBfvnlF169ekV4eDgqKioUFBTg4uJCTU0NGzZsQFFRERUVFSIjI8XkoqKiAnNzc16+fImWlhb79u1jzpw56Orqkp+fT01NDXV1dTg6OlJYWCgeXE1NTTQ0NFBWVoaJiQnW1tZMnz5drMTS09Npa2tDX18fOTk5zp8/z6BBg0hKSuLdu3dISUnR0NDA48eP6e7uxtraWkjOR4wYwU8//cSOHTvEv4teqfLFixeprKxk//79hISEMG3aNIGeKCwsZPr06dy5c4eoqCjk5eUxMTFh7Nix+Pj44OfnR3FxMYsWLSIjI0OsIKSkpCguLqa6ulqsHh4/fsyjR48IDg5mwIABIgdlZGTEhQsXmD9/Pps2beLAgQP069ePXbt2CcZZXFwc3t7elJWVoa2tjYSEBJ2dnaSnp9PQ0EBbWxtJSUlCgN270nN3d+fTp08oKSkxbNgwGhsbWbVqFQsXLmTmzJn4+fnx6dMnEaBVU1OjuroaAHd3d6ytrSkqKuKff/4hJCQEADU1NQIDA7l16xaenp5kZmayc+dOBg0aRE9PD6NHjyYzMxN7e3t0dXXJycnh2LFjbNmyhb///puVK1fi4eGBoaEh+fn54me2vLyciRMn0r9/f06dOoW8vDxLly7l2rVrFBcX09zcjJ+fHx8/fkRbW5v6+nq+fPnCzp07efr0KaWlpZSVlbFp0ya8vLw4cOAAGRkZKCkpcfPmTTo6Oujq6sLb21tcXsePH8+UKVNQUFBAS0uL5uZmampq2Lx5M2PGjOGvv/7C2tpahI0fPXpEQkICurq6XL16lQsXLtCnTx8yMzPZu3cvGRkZNDU1oampKZAoq1evxsTEhEuXLjFgwAABU+7bty89PT0oKSkREhIiprKPHz8WmbAVK1bg4OAgOFEHDhzA09OT5ORkwsLCKCsrY968eSgrK+Ph4UFiYiKPHz/G398fOTk5srOzGTBgAKampmRkZBAfH8/48eOprq7G2NhYXIxlZWXJyMhg0qRJGBkZMWfOHJqamujp6WHChAn8/vvvREZGMmvWLL58+cLTp08pKChg4sSJREdHY2dnJzhivYaGqKgokTEsKiri69evfPnyhbi4ONE27Nu3L9LS0khJSRETE8OoUaPYunUrc+bM4eXLlxgYGAiuXWFhobAzzJgxg4EDB9Le3k5eXh47duzAzs6ON2/eYGBggJaWFhoaGpiamjJmzBieP38uWIPR0dG0tbWxatUqdHR0iImJYfLkyXR1daGvr09qaioqKirCbiEjI8Po0aO5e/cuZmZmDB48mIKCAvH/X1BQgIyMDG/fvqW8vBxLS0umTp1KaWkp48ePx9DQkO+++w4fHx/k5eU5ePAgampq9O3bl46ODhwdHYmPj2fLli2YmZmRmZnJ5cuXGT58OGPHjqW2tpbx48dTXl7OggULqK+v5/vvvycqKgpDQ0PU1NSQkJCgsrKS9vZ21NTU+PDhA42NjcjIyODi4sLUqVOZPn06y5Yto6urCwkJCSIiIpCWlkZDQ4Nv377R2NiInp4e586dY968eTg7OzN37lzhmTUwMCAqKory8nKMjY1xcXHB19eX8ePHEx8fT0lJCZWVldjZ2QFQWlrK4MGDUVBQ4OHDh8ycOZOqqip6enqoqanBxcWF8PBwFi5cSGFhIcOHD0dFRYUHDx6IP0dTUxP3799HU1OTrq4u7OzsmDBhAtLS0uTm5nL69GnCwsLw9PREQkKCRYsWiWxcS0sLurq6yMrKMmfOHFpbWzlw4ACVlZWUlJSgo6MjoPHKysoCkxMWFsanT58wNDTkxo0b9OvXj/LyciQkJMjKykJZWZlDhw6hrKz830Xtfz3nzp37ddGiRSII6ePjQ2VlJZqammLl6eLiQlZWFvLy8mRnZ6OoqIiFhQWbNm3CxMSE9PR0Xrx4QWhoKObm5ly9epVNmzbR3d2NmZkZ7e3tlJSUoKioyJo1a1BTU+PBgwdCbL1u3TqhUho5ciRtbW24uLgQGRlJc3MzmZmZNDQ0CLbbqFGjqK2tZcmSJbS2trJ48WJxOVRUVOSvv/4iPj4egClTptDV1YW8vDw3b95k2bJlqKmpsWjRIry9vbGxseHGjRvk5eVx9+5dVFRUSEhIwN3dnV9++YXhw4czZMgQli5dSkhICEpKSujp6TFr1iycnZ2ZNWsW7e3tYg/v5uYmHlYuLi5UVVXR1NREUFAQLi4uGBkZkZiYiJubGyoqKvTt25cXL16QnJzM3LlzycjIIDU1ldmzZ9PY2IiTkxNr1qzh9evXnD9/Xlyo161bx6dPnzAxMRErqpEjR2Jvb8/AgQOpra3FyMhI8Hi+fv1KXV0dBgYGHDt2jISEBGxtbWlraxOtpo6ODlE8qK+vx8HBAWNjYz58+EBVVZUAUSYlJREcHIyRkRHr1q3j8OHDTJ8+nSVLltC3b18+ffrE3LlzMTQ0ZNq0aURFRaGmpsaMGTNQVVVl9OjR3L9/H0tLS2RlZdHU1KS2tpaEhASsrKzEpcrV1ZW2tjZiYmLw9/dn/vz5YnK5Y8cO0tLShLR67ty5xMbG4ubmRlZWFkFBQQBMmDBBMK0sLS2FaLr3q/v27dt4enqir6/PkCFD8PT05K+//iImJgZfX19kZGSorq6mu7sbbW1tPDw8iIyMxM3NTVg59uzZg56eHiUlJUKCfefOHfz9/UlJSWHMmDG8fPmSuLg4goKCuHTpEp8/f8bS0pKwsDCePn0q4JB9+/YV8u/S0lI+f/4stEWFhYWoqKjQ2dnJ169fcXZ2Rl5enoCAAPFnCg8P59OnTyxcuFCsdcrKynBwcKC9vR0bGxv09PTQ09Pj48ePmJubo6Kigpubm4Bl9q4Ai4uL8fDwQENDAyMjI9LT01m7di319fXcv38fKysr0tLSuHr1KtHR0VRXVzNkyBDCwsLo06cP2dnZzJo1i7q6Oh49esS+ffs4d+4cc+fOpbKyksWLF4uJAkBubi6zZs0iMTERd3d3rl+/TlNTE7dv3xbTG1VVVZycnHj37h0WFhYkJiYybtw4wX8KCQlhzJgxFBUVYWJigrm5ORISEmhra5OZmYm+vj6SkpKsX78eFxcXgQk4ePAgubm5uLu7M2HCBE6fPs2qVatwdHSktLQUOTk5dHR0kJGRES+w9vZ2nj17xooVK0hNTeXbt2+0trZy69Yt+vTpw48//ijE7X369MHMzIySkhK6urro6uqiqqqKr1+/oqOjQ15eHlJSUoSHhzNmzBgWL15MQ0MDubm5IuuWlJREXl4eEydO5JdffhEXoU+fPrFv3z68vLxoamqitLSUly9fsmDBAkxMTHj+/DnGxsaiCdh7uRowYADXr19n/fr1dHZ28vfffyMlJYWVlZUQ0isrK5OdnS0uhlpaWqJUY2BgQHV1NTY2NjQ1NYkXeFRUlMgXLlu2DEdHR1JTU2lrayM2NpYxY8bw/v17enp6cHV1paKiAjc3N9LS0vD29mbKlCm8ePGCpKQknJyckJOTY+3atRgbG6OtrY2/vz/h4eHMmjULY2NjkesrLCxkw4YNgu0WExNDWloaPj4+ZGdnc/78ee7du4eEhATFxcX069cPWVlZpKWlsba25uHDhzg7OzNq1ChSU1MJCQkRsOnHjx8zf/581NXVKS8vJzQ0lAsXLgisVUVFhYjlKCoq0q9fP7FFkZSUJCUlhaKiIrS1tamsrMTCwoKbN2/y559/UlVVhaGhIQYGBqiqqpKYmEhhYSF3794VAPhx48ZRWFgoYiV9+/bl8uXL/PHHH8TGxjJu3DguXLhAcnIytra2JCcns3nzZq5du8b69euxsbHh9u3b5OXliaJSXl4e8+bNY9++fZw6dYqVK1cKzuLYsWPx9vbG0NCQzMxM5s2bR2trK3PmzMHe3h4vLy+0tbWRlJRESkqKgoICAQH+6aefeP36NfPmzSMmJobs7Gw6OztFqan3Qnfv3r3/8Bz/6zl//vyv6urq4gu1q6sLe3t7sXL78uULV65c4bvvvsPW1pampibGjx9Pv379cHNzo7q6mqysLDZs2EBYWBjS0tJMmDCBrKwsTp48SWpqKpMnT+bt27ds3bqVgwcPEh0dTUBAAA8ePGDy5Mnk5uYiLy/PgwcP6OrqYsCAAQQFBbFz505MTU0xNDREUVGRa9euYWhoSFpaGsnJySxZsoTa2lqsra1RV1fHxsaGlStXCu/fwoUL+fjxI6dOneL169fY29vT3d2NtLQ0WVlZvHr1ilOnTlFcXMzOnTsJDAwUnrTExEQqKyuZPn26cLz1MtV6d/UTJkwgOTmZrq4u0tLSkJWVZdKkScJPKSsri4yMDGVlZbS0tKCqqkpDQwMKCgqkp6dTXl5OcnIyhoaGeHt7U11dTUpKiiDf9+/fX+T/bGxssLa2ZsqUKfj6+nL9+nUuX75McHAwqqqqZGdns3z5cp48eUJ2djafPn0iIyMDZ2dnAWpNTExEUlISbW1tjI2NcXJywtXVlZKSEqZPn87ly5f5/fffBdG/N1CdnZ3NkydPkJGR4du3b8ycOZPQ0FDev3+PtbU18fHxODk5cfjwYezt7ZGSkhKQyUOHDgEIPpevry/btm0TKwxZWVnOnTuHqqoqFhYW6OrqkpmZSVVVFdbW1mhpaWFjY8ODBw+YP38+w4YNQ1tbm6CgIBQUFPD19cXZ2RlPT8//i2y+evVqZGRkiImJobGxkebmZt6+fUv//v15+PAhjo6O1NTUcPfuXUHor6ioYP369UKh8/HjR1xdXTE2NqasrExkaVJSUkSOxNPTk6CgIB49ekRZWZngK02ZMoWKigoGDx5MVFQU06ZNw8LCQrDFQkNDxQqkqqoKV1dXMbEaMGAAzc3NKCsrk5KSQmBgILt37yY4OBhbW1vy8/Pp6uqitbUVQ0NDoqKiRLtQRUWFPn36YG9vLxqkqampaGhoEBUVhZycHNXV1URGRtLZ2Ym6ujovX75ERUWFqKgoAgICyM7Opry8nB07dlBdXY2amhqxsbF8+fIFZWVlWlpaKCsrEw2+Pn360NTUxKZNm0Rmz9HREWNjY+Tk5Hj16hUNDQ14e3vz6tUr4uLiMDQ0JC4ujnHjxrFjxw4sLCwEZ2rq1KlMnjyZ3bt3M2LECHJzc5GWlqa9vR19fX3U1dXx9PTk2bNnzJkzR/hP79y5Q3V1NaWlpYwbN4729nZ0dHSAf8s+I0aMoLi4mISEBKKjowkODsbOzo7y8nIWLlzI4sWLMTY2Zvbs2YJVZ2Zmhr29PTY2Npw5cwYvLy/2799Pd3c3srKyKCsrk5mZiZ+fH8OHD8fW1pby8nLq6urw9PRkwIABnDp1SqCJeqckT548oV+/fnz69InOzk7mzZtHaGgoCxcupKSkhEmTJvHu3Ts8PDwICQkhPj5e+FR7mVi92dqSkhJ27NjBvXv3SElJ4dOnT1RXV4stQkNDA1paWly5coVBgwaJUkJycjKKioo8ffqUTZs2MXPmTPESjo6O5ueffxYKKPhXWbZz507Mzc2pq6tj+PDhpKenY2lpiba2Np2dnWzZsoVBgwZRVlZGQ0MDysrKVFVV4eTkxKlTp/jhhx9YunQpc+fOxcTEhAsXLmBrayuKQY8ePeLQoUPk5+fj7u7O1atXefLkCX5+fkRFRdHc3MzRo0eRkJAQOWEjIyN0dHTQ1NREWlqawsJCLly4wJ9//snw4cMJCgoSjfReLmJISAh9+vQRbtdbt25x8uRJvL29MTIyor29nYsXLzJhwgQcHBz4448/aGxsxNXVlcLCQjQ1NUlOTmbgwIFUVFQgKSmJrKwsdXV1+Pj4MHfuXHR0dGhubqZ///6cP38eCwsLzp8/T3BwsJge2tnZERcXx8OHD0lKSsLExESsvk+ePEl+fr7guEVGRjJ06FB6enpobGyktLRUIJH09PSIjY2lpaVF5HefPHnCtm3bBOrJzs6O8+fP09TURHp6OosWLaKkpARfX1/S0tJwcnIiISGBL1++kJmZiZGREdeuXWPFihX079+f2bNnU1FRwbNnz3BycsLU1FRsI1auXMmvv/7KDz/8wPnz55k+fTqxsbGMGDGCMWPGMGbMGPG+rK2tRVNTk7t37/6XUftfz6+//vrrunXrGDt2LK9evRLTGj8/P6qrqzl58iR5eXnii1pTUxMLCwtevXolVhZTpkxBW1sbaWlpampq+PPPP6moqODLly+0t7fT1NSEnp4era2tnDp1ilmzZhEWFoa2tjYTJkzA0NAQBQUFbty4gb+/PwcOHGDDhg18/PgRd3d3lJSUCAsLw9TUlEmTJnHp0iW+fv2Kra0tSkpKlJWVERgYyOfPn7l37x4LFixg0KBBtLe3U11dzY4dO5gwYQKRkZGoqKgwceJESkpKRO4uKChIjHC///57njx5wuzZs9myZQsdHR2MHDmSS5cukZuby8CBA2ltbWXEiBEcOnQIBwcHTp8+zcSJExk6dCgnTpxg586ddHd3i7VoYWEhixYtIjMzk/r6ehQUFFiwYAH6+vro6upiY2NDS0sLkpKSeHl58fHjR0pKSkRwPzw8nKVLl9Ld3U1paSkNDQ3079+flJQUsrKyaGhoEGDTn376CTU1Ndzc3IRbs6qqir///pvExETq6+tZsmQJVlZWbN68GWlpaSE87uXlVFVVcePGDYyNjUlLS+PGjRtMnDiRlpYWQeA/cuQIhYWFODs709raSnt7O5WVlYSHh9O/f392795NS0uLuMj9+OOPBAYGEhoayrBhw5g+fTrbtm0jPj6eoKAgAgIC+PbtG1paWjQ2NqKhocHbt2/R19dHR0cHCwsLHj58yJAhQzh9+rQA4vr7+6Otrc0vv/zCkCFDkJGRQVJSEk9PT4E6GTFiBI6Ojjx9+lTU4G1sbLh37x4zZszg77//5uPHj8yYMYOOjg5CQ0M5duwYZWVlNDc3s3DhQlpaWtDT0xOoml27djF58mR8fHzo16+fUIrFxsYSGRmJgYEBioqKHD16lHnz5ompcW/RYezYsXh4eAhAZ6/Hz8LCgtWrV5OTk4OEhAQzZ87k1q1btLS0UFRUhJ2dnXDvTZ48mcmTJxMfH8/GjRtRUFAQirdBgwZx6tQp8eA2MTFBS0sLFxcX9uzZg6urK0pKSigoKJCRkSGmZR8+fGDPnj1ER0ezcOFCVq1axbNnz5CTk2Pq1Knk5eVx69YtJk2aRHl5OW5ubhw5cgRTU1Pa2tqIiIjAwsKCqKgo0tLSiIqKYs6cOSgqKpKfn095eTkWFha4u7tz8uRJvvvuO9ra2pg1axZv377FysqK9PR03NzcuHPnjpiqWFpaikl/bm4u69evF9m+srIyXF1defPmDUOGDEFN4uYjlQAAIABJREFUTY3i4mKuXbvG8+fPefbsGUFBQWRlZTFs2DD+/PNPLCwsyM/Px8nJiUmTJlFUVERDQwMWFhZcv36dDRs28Pz5c9TU1NDQ0AD+bbEZGRmhoaGBnJwczc3NRERE8MMPP3Dw4EF0dXW5fv06Pj4+wuk5aNAgWlpaGDdunPBmbtmyhZkzZxIQEEBxcTGNjY3Y2dkRHBxMXV0d27dvZ+7cudTX11NTU4O0tDTBwcHs27dPYDc0NTXJyMjg7t27jBw5koSEBMzMzJg7dy4+Pj4cOXIEOzs7ampqxDpaW1ubnp4eqqurCQ0NRUdHh7S0NBYtWsTPP/+MtLQ0Dg4ObN68meDgYCorK/n27ZvQtz1+/BhpaWl+/PFH7OzskJCQoKqqis+fP5OdnY2lpaXQge3atYv3798zceJEPn/+zOPHj1m9ejX3798XSBplZWX69etHamoqqqqqdHV1IS0tjaSkJI6Ojri6ugpLQn19PV5eXhgYGFBfX8+GDRtEIzEnJ0d8tObk5ODl5SUynZ8/f2bcuHHU1NQwduxYEhISWLZsGZ2dnUKHVF9fT1xcHN999x3379/Hz8+PdevWMWzYMHJyctDQ0MDFxYWZM2fS1taGo6MjTk5OFBYW8u3bNwYMGICurq6IF1hZWaGjo8O9e/cYOHAgjY2NTJw4kZMnT7Jt2zays7M5duwY06dPR0JCAkdHRxHOHzt2LKamptTU1KCjo4Ojo6OQqfdO8nsbo25ubnR3d9PT08PNmzf57bffcHd35+LFi9jb23PmzBlcXV3p168fGhoalJeXU19fz9ChQ+ns7CQxMZGVK1eKaaKKigpbtmwRiq3o6GjmzJmDuro6ZmZmlJeXY25uTlRUFJaWljx+/Jjw8HBev37N06dPSU1NFQBoDQ0N1q1bx8SJE0lKSqKjowMHBwc2bNiAhYUFmpqa3L9//7+J2v96Dh8+/Ov+/fvZvXs3gYGB3Llzh0OHDtHW1kZHRweWlpb4+/uTnp7O1atXxQNfTk4ODw8P4XCTlpZm3759mJqaYmZmJpQT1tbWrFq1Cjc3N8LCwvjxxx/5/fff8fHxoaOjg4SEBEJDQ8nPz8fNzY2TJ0+ycuVKzp07x+rVq2lpaaGzs5PGxkaRKZg/f75gpPW63j5+/MjYsWOZOnWqQCz0EtiTkpIoKiri1q1bSElJkZeXh7u7O3/++Sc7duxAQUGBFy9ecO/evV5aMmPGjOHw4cO4uLigpqaGp6cnI0eOxMrKChUVFTZv3oyBgQHZ2dmMHTuWmJgY7OzsiI+Px9ramo8fPyIrK8vZs2f5/vvvqaioIC0tjW/fvjFkyBBMTU0ZNGiQuND2MqjCwsJYu3YtEhISIivT1NQkvvTu3LkjHg6bNm1CQ0NDeDzXr1/Pnj17xCjd3t6eVatWoaamJgCMBQUFGBoaUlFRwZQpU3j8+DGOjo7Y2NiItVdzc7NwkGZmZhIbG8vUqVNZs2YN9+/fp6qqinXr1uHr60t9fT3a2to8fvyYN2/esHnzZgYOHEhJSQnl5eU8e/aMBQsWsHTpUoYOHcqECROEtHfcuHGMGzcOS0tLVq1aRXFxMYGBgbx9+5auri7279+PpqYmbW1tZGRkCCZfLz1eVlYWU1NTurq6sLGxQVtbG1lZWSwsLAgLC8PBwUEw81pbW3n79i2dnZ2MGDFCYCT8/f15/vw5wcHB7NixA3l5eZSUlIiMjAT+VZHt3buX27dv8+7dO1auXMn+/fsZP348wcHByMvL4+zsjKGhIXJychw9ehQ/Pz9RkmltbeXOnTv8/vvvHD16VHxx19bW8uDBAwYNGoSEhASPHj0SLUU1NTUWLFggpkDKysooKSnR0dHBihUr2LZtG2lpaVy/fp2ysjIOHTqEpaUlCQkJfPjwgYqKCvz8/JCXl6e0tBRra2s2btyIkZERJiYmoq24bNkyfHx8ROO6srISdXV19PX1GTRoEDo6OhQVFaGkpER3dzejR48WMvW6ujpR2IiJiaG1tVVMYAMDA6murhZ2koULFzJ58mS+fv3KiBEjuHjxIkePHhXkchMTE0xMTNi2bRshISGkpaWJPGBvrmzNmjW8ePGCO3fuYGtry5o1a9i6dSuLFy/mzJkz4uVdW1tLZWUl/v7+onxjb29PdXU1w4YNA/7V41RUVKCvr4+ZmRljx46luLiYgIAAlixZIpq6vWWnuLg4UlJS8Pb25vXr14wbN46vX78iISGBv78/8fHxZGZmMnnyZFxcXEhMTOTu3bv4+/sza9YsKioqSElJITU1lbKyMioqKpCRkcHBwQF9fX1ev36Np6cn0tLSbNu2Tah5WltbkZWVxcPDgytXrrBs2TJhenjz5g0LFy4kMDBQTGnPnTtHWVkZx48fZ/78+YKvaGVlhbGxMY6OjuTk5NDe3i4cq73Tl+bmZq5evcrly5c5evQoysrKWFhY0NHRQUREBDk5OTg5OZGRkUFPTw85OTl8+PCBJ0+eiKb8uXPnmDJlCseOHUNOTo76+npRutq1axf9+vVDUlJSlFzevn2Lrq4uDQ0NPHr0iLFjxxIaGkpeXh5z585FVVWVq1evCqdvRUUFWVlZdHZ2Cm+kpKQkb9684caNGzg7O3P69GlCQkLo6Ohg8ODBHDlyBA0NDdTU1Lhz5w4eHh50d3fz4sULFi9ezI0bN8jNzWXjxo1idT148GACAgJwdnbmxIkTAjielZVFXl6e+FgqKSnhyZMnAjcTHh7Ozp07BaZp9OjRtLe3s3z5cpYvX05hYSEyMjKYmppy8uRJtLS00NLS4p9//uHNmzci9xwTE0NHRwd6enrs2bMHDw8PEeA/deoUOTk5eHp6UlVVJWI8ffv25dmzZwI2HxkZibu7Oz09PZw9e5aVK1eip6dHeXk5fn5+bNmyhUOHDjF9+nQ8PT05cuQIz58/Z/v27YwZM4b29nbk5eWpqanh8uXLPH78GB8fH0JDQ0Vre+7cuURGRrJw4UKBtHFzc+PSpUtiHT9t2jQBGO/o6CAkJISMjAxhHvrP9fk/HgsLi55ehc+aNWuEOqkXa/D69WuGDh3K7NmzOX36NLq6uixatIjBgwdz6tQpHB0dOX78OB4eHrx//x4HBwfu3LkjKu4AOjo6AjYpIyODm5sbSUlJPHv2jOHDh5OXl8e4ceMIDg7m4cOHGBgYEBAQwLBhwxgwYADw79jd2NiY6upqJk2axB9//IGPjw9hYWFivfbk/3gohw8fTkpKCrt27eL7778XXJd169YB/yJH3rx5g7GxMa2treJhtH79ekJDQ9m8eTM5OTmkpqby4MED8UIHKCgoQE5OjhcvXqChoUFXVxfBwcGi7nzr1i369u3LtWvX6OrqIiwsjGvXrhESEsLUqVMBqKysZNu2beTl5TFixAjOnj2Ln58f9fX1BAYGiq+h69evM3v2bMHgKi0tpb6+HkBwxEaNGkVERATnzp3jwoULqKmpsXbtWsFDq6yspKCggKKiIlxdXcnJyeHdu3fAvy+soKAgse51cXHB1dUVZWVl7OzsMDY25vr162J9BPDTTz8xefJkXr16BSCCqQkJCYLAnZ6ezsiRI5k9ezYyMjL069cPQ0NDOjs7+fDhAxoaGmhqaqKoqCh+jW3btrF69Wpyc3MJDw/nxYsXREREEBERQZ8+fURrt76+no8fPzJs2DAqKytFFtHKygpZWVkkJSXJz8/HzMwMV1dXli9fzs2bN6mrqxM19La2NgwNDXF2dubJkyf89NNPwL8h/6ysLPbu3cvZs2fFn7msrIw//viDlStXkpOTI9hcALdv3xbrbviXo3bkyBGKi4vp6Ohg8uTJREdHU1NTQ09Pj8iCWVlZ8e3bNzFV9fT0FJfD3otEQEAAEhISzJkzh+rqaoYOHcrmzZt59uwZ1dXVYpU6a9YsALZv3465uTkAs2bNoqCggGfPntHU1ISNjQ1+fn6kpqby4sULcnJymDdvHiYmJigrK5Ofn09GRgZjxozh6NGjAKLoMGPGDPLz82loaBAT9N6wtbq6Ovb29gQEBDB58mQePnzI9u3bsbe3B/7l/Xl5eQnG4aFDhwgLC2PatGl8/foVe3t7Bg8ezMSJE7GyskJSUpKKigqRGwNYvXo1hw8f5uTJkwwZMoTdu3fj7e2NrKwskydPpq2tjXv37mFtbc2HDx9YtmwZAPHx8RgbGwP/+jF7XaFFRUXU1dXx/v17Dh06REBAAE+fPiU7OxtZWVmRGayoqODFixeCm3Xx4kWuXLmCk5OTKEEdPHiQiooKQkJCePbsGQ4ODsJwkZaWJqaYvUOBX3/9ldbWVhISEoRv+OLFizQ2NrJs2TKeP38uyhJz5sxh6NChODg4cOzYMcGms7W1ZcSIEULYXV1dzciRI1FVVcXPz4+1a9fy66+/CiOKtbU1Y8eOxdLSkqKiIgDU1dXR09Nj2bJljB8/noaGBszNzWlra6OsrAwjIyPu37+Pu7s7VlZWPHz4kCtXrnDs2DFu3rwJ/IsxGTlypODuzZgxg5MnT6KoqEhNTQ3V1dW8e/cOZ2dnurq66Nu3L6dOnQIQLtbQ0FC8vb1RU1OjsrKShQsXoqKigomJCevWrcPCwoK//vqLjo4Oxo8fz9GjR5kzZw6ysrLcvn0b+PeDr6enh+joaAGRbW5u5tixYwJFU1dXJz5Oe12l/++TmJjIly9fsLa2Jjc3l9u3b5OUlCRcoAAxMTEMHTqUp0+fUlFRISC2s2fPBiAjIwMDAwMyMzMxNTXFwsJCQJzj4+OJjIzE3NycyZMns23bNoyMjBgwYACqqqqCo9bU1ISZmRm1tbX09PTw4sUL9PT0WLlyJenp6dja2lJZWUlqaiqenp40NTXx5csXjh49KpieTk5OpKenExISwp49e9i+fbvIJPdienqxJ72lt59//pnGxkbhCu4tnrx58wYpKSk6OzuZPHkyd+/eZdasWaKpDxAREUFrayt6enoMGjRIcPa6urowNjYWVAhHR0fB1Pvxxx/x9/cnMTHx/5OjJvn/9R/8d/47/53/zn/nv/Pf+e/8d/7/Of+tPoG9e/f+GhQUxP79+zl16hQ2Njbo6uri4eGBpaUlVlZWNDQ04OrqysOHD8nPz+fEiRN8+/YNBQUFcnJy0NXVxd3dnWnTpjFixAiWLFmCpaUl//zzD4WFhQwZMoTY2FgCAwNZuHChoOf36dOH7777joSEBEaPHs2VK1dQUFCgqamJ2NhYdu/eTXl5OVJSUqIF6uvrS2xsLLGxsWJ69O7dO4YNG4aDgwNr167l3LlzmJubCxp2r4i6dxVWWlqKhIQE6urqZGZmoqenx8GDBwWpvbfyf+XKFRHkP3PmDElJSbi6utLY2Iitra0AFcrJyREdHU1nZyd1dXWUlJQwd+5clJWVefXqFVJSUiLrMmDAAH788Udqa2tZt24dqqqqmJqa4u7uTlhYGEuXLiUrK4v169czbdo0AZHcsGEDixYt4saNGxQUFKCsrCzablu3bkVGRgZfX19KS0t58OAB+fn5xMTEoK6uTn19PRYWFmRnZ6OpqYmtrS1WVlYsXbqU2tpa4uLi8PX1JSEhgerqamJiYti7dy9fvnzBzc1NTDYAMRnz8/PDwsJChFo9PDx4+fIlioqK1NfX4+vri5eXF6qqqujp6ZGfn8/s2bNRVlbGwcGBa9euYWpqKjIzpaWldHd34+TkRGNjI35+fkRHRxMYGChahH379sXQ0JD79+9jbGyMr6+vcFGqq6vj6+tLWVkZM2fOJD09HScnJ75+/YqUlBQSEhJCpN7bfuzFW0hISFBWVgaAhYUFb9++JSYmBkAooLZv3861a9cEiqWiooKqqioKCgoYOHAgioqK6OvrU1dXx/jx4wkNDWXDhg0kJycjJyeHr68v7u7u3Lp1Czc3N/bt20dwcDBlZWVERUWxb98+oX/Kycnhp59+YujQoQwfPpzp06fzww8/kJ6eTlNTk2iUmZqakpKSQmRkJB0dHXh6elJaWip0Z72Nr17+XN++fenu7iYmJoa5c+dy8eJFamtref/+PdXV1YSFhTFz5kyePn1KW1sbM2bM4ObNmzg6OnLnzh2h3dm5cycdHR3k5eXRr18/4an19/fHzs4OQ0NDnj17RlZWFs7OzkhKSpKVlcWiRYtobm6mtLSUtLQ0PD09OX78OPr6+mzdupW0tDQsLCyYO3cuAwcOREtLi9LSUkpLS6murhaKpN6/1+XLl9PT00NpaSne3t5Cct0bJh81apTICra1tXH9+nUB/7S2tha0+cDAQK5cucJvv/3GtGnT2Lp1K2/evGHatGkUFxczfvx47O3tUVdXJzs7myVLltDc3Czg3N999x23bt3C3t6ePXv2CEdpfX097e3tKCgoEBAQwKhRo/jw4QOZmZk0NjbS09PDkSNHMDQ0RF1dXbhkIyMjGT9+vIgGbNu2je7ubhYsWICnpydXr15l8uTJlJaW4uvri4qKCq6urnR1dbF7925SUlLQ1tamsbGRadOm0dzczIMHD0Qj+MOHD0ydOpWioiJmzJjBhQsXaGlpoa6ujry8PBFod3FxIT09nc+fPxMbG0tTUxNLlizByMgIe3t7Tpw4gYqKimiCjxkzhtbWVqSlpUlNTaWxsZFx48aJXG5ycjKFhYW0trZSW1tLamoq/v7+GBsb8/z5c0aMGIGCggLm5uZCE/b161ccHR2xsLAgNTVV/P5aWlp8/vwZJSUlXF1dWbNmDSEhIQwePBgJCQkyMzMJDg7Gy8sLRUVF8V6ztbXlxo0bREZGUlxcTFxcHB8/fuTFixe4ubnh4uLCqFGjWLx4sSgQ9D7Xurq6iIiIYMKECejo6HDlyhXa2tr4/Pkznz59oqmpiTt37rBs2TIaGhpob2/nxYsXokSiqqqKl5eXWLH2grQVFBR4//492dnZyMvLk5SURHh4ODIyMhgaGpKVlcWff/7J6tWrOX36tPAiP3jwgKysLPFekZKSQk9Pj5aWFlatWsX9+/dZv3491dXVXLlyBT8/P06fPo2pqSkaGhqoqqoyadIkjh8/zu+//461tTW7du0S9pXestL9+/dpaWlBW1ub2tpaURh7//49ERERgvv46dMn3r9/j5eXF/r6+qJt39XVRUZGhihY9ZaD3r179x+e4389e/fu/fXHH3/ky5cvfPnyBQ0NDTIzMzl69ChPnz4lPz9fUI6HDx/OkiVLkJWVRVFRUfgXDx48iLS0tJA5JyYmUl5ejqurK+bm5iQnJ5ORkUFNTQ2VlZX8+eefpKWlUVBQIPACY8aMISoqCmdnZyIiIlBWVkZTU5MrV66QmZmJlpYWnp6eeHp6MmXKFK5evSpahGfOnEFLSwt3d3fu37/P0qVLxZrUxcUFLy8vUZHv6OjAxMQEXV1dbt68iYaGBpMmTSI7OxsNDQ2mT5+Om5sb79+/5+eff+b48eMUFBSwY8cOsbtvaWnh/fv3qKmpCTp4aWmpAAra2dlx4cIF/Pz8uH//PlOmTOHQoUMMGDBANBGtrKzYsWMHx48f58yZM/j6+tLU1IS6uroITefk5ODr68u7d++EEkVNTQ0FBQXGjh3Ls2fPWLVqFdOmTUNDQ4OqqioqKir4+++/GTZsGMuXL0dBQQEzMzPev3+Pn58fOjo6fP36lY6ODrKyspCSkhLjcC8vLwYOHMiQIUPIyMigs7OTnp4e/vnnH9rb2wHYv38/c+bMoaioiK6uLqFWSklJISAgQKhm3r59i4ODA1++fCEmJgYdHR3Cw8OZMmUKZ86cQUNDg+rqampqajAwMKCmpoZp06bR0NDAtWvXmD9/Pn369CErK4uAgABycnLo7Ozk48ePBAQEoKmpiYaGBjk5OQKIeuHCBQYPHkxzczNDhw5l3bp1WFtbM2TIEG7fvs2YMWPYt28fhYWFeHl5CRyMqampuPQoKiri6enJH3/8AcDhw4eRlpYWsNiUlBTmzp2LhoYG1tbW3Lhxg1evXrFhwwYePHiAvb09UVFRHDt2jL/++oupU6eyePFiJCUlOX36NObm5sTGxpKfn09hYSHe3t64uLiwdetWqqqqyMjIIDY2lqNHj2Jubs69e/doaGhg7NixXLlyBSsrK6SlpXn16hVr1qyhqqqKhw8fChjrrl27yMrKQktLi2XLliEpKcmAAQO4desWAwcOJCIiQuQsk5OTKSsrw9/fH3l5eczMzHj58iUbN27E09OTsLAwVq1aRUZGBg8ePGDlypWsWLGCBQsW8O3bN3x9fVFTU2PChAni56nXKuDg4IC6ujouLi5oamri4uKCv78/np6eWFlZ0adPH4Fl0dfX59KlS1y5ckU05Ozt7VFVVRVO2s7OTlxdXcWlY9++fTx8+BAbGxuio6NpbGzE0dGR4cOHY2NjAyCUXfBvESAkJITIyEhsbW1RUVHBwMCA1tZWgoODkZGRISAgQHgyjx49yp07d1BSUqKoqIiCggLKy8uZNm0aurq6lJSUiKZtUlIS+fn5LF68mK9fvzJgwACmT5/Oq1evcHd3Z/PmzYwaNYrGxkby8vJ49eoVS5cu5fbt23h7e/Py5UuKioro6emhvb0df39/JCQkyMvLE3myhw8fIi8vT0VFBbNnz2bevHl4eHjQ0tLC4MGDOXv2LDY2Nly7dg0HBwdWrVqFqampAIYbGxtz4cIFgY0JDQ2ltrZWFLKmTJlCYmIixsbGeHt7s3HjRiwsLJCXl6ekpITS0lKhsDtz5gyvX7/GzMyMSZMmYW5uzoYNGzA0NGT48OFs374dZWVl2tra6OnpEb9Gr76srKwMJSUlpKWl+fr1K11dXSgpKXH58mU8PDyIiIggOjqa+fPnY2RkhKmpKQ8ePGDu3Ln8/fff5OTk0L9/f0pLS1FQUCAqKoqDBw9ibGzM+fPnyczMFA1QVVVV/vnnH4YMGYKrqysKCgpcuHABe3t7kfNSUFAQcG0TExMAZGVlMTAw4M6dOxQUFHD79m1kZWUFzmn06NGkpqaybt06Pn78iKSkJJKSkmzcuJGmpiYyMjJQUFDAx8dHZM96f6YLCgqYOXMmW7Zswd/fn/LycoqLi+nu7qajo4PffvuNn3/+mYULF1JUVERFRQXBwcHs2bMHDQ0NFi5cSEZGhmBp9toLAgIC6N+/v8AudXV1YWtrS1JSEoAofYSFhWFsbMyKFSuQlJTE29sbRUVFnjx5gry8PDo6OsyZM4cPHz6go6NDSUkJLS0tuLm54enpSVJSEnp6euIO0KslMzAwwNHREQkJCbq7u/n8+TN//fUXb968EW7s+/fvc+/ePZKSkoiLi/vvova/nhMnTvz69OlTZs+eTXl5Obm5uaipqaGlpYWxsTH79+/n559/Fs7I6dOn8/LlS2JjY1mxYgUVFRVs2LCB9+/fEx8fj5SUFD4+PpiZmQkwYEZGBsHBwSgqKgpFTEBAAFJSUgQFBXHt2jWkpaXFVK1///7MnDmTmpoaBg4ciLOzM7a2tgwZMoT9+/eLpuC6deuQlJTE2NiY3NxcPD09yc/PZ9CgQSQkJPDt2zcuXbrEzz//zIkTJwThvbOzU3B95s2bx9mzZxk4cCC2trY8fPgQJSUlHj9+zOjRo+np6cHc3Fyw0h4+fEj//v2F9N3S0hIDAwORA+s1B4SHh1NdXY2joyMnT56kqakJKSkpvn37hqenJ21tbVy4cIH9+/dTXl7OwYMHCQkJQUpKCj8/P4H7OHr0KFVVVdTW1hIcHCwq6p2dnfj7+3P69Gn09fW5ePEiERERbNmyha6uLjGZq6ioID09HTk5OXp6elBTUxNTOT09Pdzc3Bg+fDgmJia0tLTwzz//MHDgQHJycoTCKCkpiV9//VVkDHshuY2NjYIVp6ysLLh48G8GpaamBmdnZzw8PHj9+jVaWlpISEggLS1NXV0dAJKSkowYMYKamhpOnz7NmTNnGDp0KIAIn6uqqnLv3j0cHR3x8PAgLi4OAwMDnj59ysmTJ0lOTmbWrFmoqKjw22+/oa2tTUJCAlu3bv2/pha2trbo6ekxbNgwbt68SXR0NEOHDiUpKUkYNvr06cOKFSv4f9g7z6eszrZfH4ggTaRKk95EinSFgFQL2JCisaGgEBuxmxgNtliiMdZYosaOYizYG6jYEBQRBJHeBKQoHUTa/uBwzX5n9p73+QOe9d1xuFnc61rn+fsdR05OjtDu+Pj4MHPmTHR1dcnMzCQ3N5eysjKkpKQYN24cR44cYcKECTg4OCAnJ0diYiJ5eXl0dnaK+1NaWpohQ4YwefJkJCUlCQgIEIDSZcuWCcRB70E/Ly+PtLQ0vL29+fTpE7dv3+bt27dERUWRmZlJXV0dgwcPZuLEiTx//pxXr17R0dHBjBkzmDhxIqWlpRQWFgrFzaRJk5CTk+Px48cEBgYyadIk5syZg4KCAqNHj6azs5OhQ4dibW3Ns2fPKCoqEvedsbExU6dO5caNG6xevZqysjLq6urw9vbm8ePHZGdn8/r1a6SkpFixYgXDhg1j5cqVPH/+nNraWoqLi4X828zMjM+fP/P582fev39Pe3s7nz59Ijw8nOTkZCwtLZGWlubq1aviASIjI4ORkRFPnz7F2dlZWEp6D1EFBQW4ubnRv39/UlNT2bdvn5gc9sKzw8LCMDc3R0tLi0uXLqGkpIS8vDympqbs3r0bMzMzkpKSaGlpwdvbm8bGRmFiCAkJQU9Pj2fPnqGkpMTFixfJzs4mKioKc3NzHB0dUVdXp6amRrSN3d3dCQ4Oxs7ODkdHRy5evMjbt28xMDBg8eLFzJ8/Hzc3NxYtWkR9fT3Dhw+nqalJtO17Qbq9zcmqqio+fvzIp0+fsLKyoqqqSkBhX79+jba2Nps2bcLT0xMrKytqa2t58+YNlZWVonTj7+8vsqv5+fnk5OSQlJTElClT2LlzJ6qqqnh4eAj+3vnz55GWlqa1tZWKigoyMzP3Mo+EAAAgAElEQVQJCQnB2dkZDw8PCgoKsLCwoKysjFmzZtHQ0ICBgQFPnz6lrKwMU1NTysvLKSoqwsPDg59//pnk5GRaWlqQkJCgqalJTPRCQkJwdXXly5cveHt7c+HCBVasWEFJSQmVlZWUlZWJMoSzszNqamrCSSovL4+WlhZ+fn6Ym5szfvx4nj9/zuDBg9HW1kZBQYHdu3dTWlpKWVkZy5cv5+3btxw7doy6ujrKy8tJSkoiICCAvn37IiMjg6GhIYqKiri5uXHq1Cn69esn/p5lZGS4fv06AQEBbN++ncrKSmpqapCQkODVq1eoqKigoKDAzp07qa2tpaOjQ3BGnz17RllZGcePH6e0tJT8/HymTZtGd3c3ZmZmtLe3s3fvXlGIu3HjhuA8Tps2jTNnzqCiokJeXh4//PADCgoKBAUFMWHCBHbt2sX9+/dxd3fn4sWLSEhIUFJSQmBgoAD79qJHtm7dyp49e7CwsEBHR4fKykoBke9VzVlYWKCgoCDA370ZvpMnTzJgwAAyMjKoqqoSPmdZWVnMzMwoLS0V8HVjY2OkpKQYMmQIgYGB7N+/HwsLC2RkZHjw4MF/D2r/6XX06NH1tra2hIeHM3bsWFHjjYqKwt3dnXPnzgnEQVRUFB4eHkhISHD06FHKysq4fPkyxcXFYo3W1dUlKte9QNP6+noBYR02bBiWlpZcuXKFkpISZGRkePPmDQkJCcjIyIhCgo6OjiCo94p+5eTkkJCQQEFBQQQ0zc3NKS8vR0ZGhoSEBAoLC1FXV2fMmDEkJyejr69PVFQUQUFBZGdn8+rVK7Zu3cqLFy/Q0dFBSkqKzs5OLC0tSU9PF+05c3NzUlNTuXDhgqA999Kj/fz86OjoEA+ytrY2/vnnHz59+sSwYcNYs2YNt27dwtDQkPnz5xMdHc2cOXNoa2tDQ0MDY2NjWlpa2LNnD2/evKG7u5u4uDh8fHwoKysjNDSUAQMGsGPHDuEnbW5u5uPHj6xfv56xY8eSkpJCdXU1gwYNory8XBQmfH19KSoq4sCBA5w9exZTU1Py8vKYNm0aR44cwc3NDQsLC+zs7IRaZPjw4bx//x49PT2qq6uFXkpaWpqoqCji4uJ48+YNhoaGgq7fy/nq27cva9asQVtbm5KSEpqbmwkKCuL27du4uLigqanJggUL2LNnD4qKiqSkpCAnJyfAsMbGxkhLS9PV1cXXr18ZNWoUf//9N0ZGRoLO/ujRI6ZPn87ly5fR1NTk/PnzxMXF8dtvv6Gvr4+XlxcVFRX079+fSZMmMXLkSM6fP8+oUaPQ0tISK6teerykpCTwDYZcXl7OlStXyMvLo7q6WnwJLlmyhLNnz+Lm5oaysjJFRUW8e/cOT09Purq68PPzY9y4cYKnZWdnh66uLgcPHmTNmjVi1SwnJyfazwYGBsjJyaGrq8uZM2f45ZdfOHXqFBoaGigpKQn+VmBgIAsWLGD16tU0NDTg5uZGTk4OHz9+5N9//2XdunUoKipSVFTEhAkTWL16NaGhocjKypKYmEhhYSG2trYYGxuTmZnJ8OHDSUxMxMHBAXNzcwoKCrhx4wYLFiygoKAAeXl5Nm/eTEhICGfOnCE4OFjww65evcqVK1cYMGAAzc3NKCsrExYWhqGhIUpKSrS2tuLv78/Tp0/R09Ojs7OTjIwMli1bxqRJk/j48aOIHly/fl205WpqaqipqcHY2Jjk5GQePnyIt7c3wcHBhIaGMnfuXGpqaqiurubp06cAFBcXc+nSJUxNTfn69St79+4Vq/lhw4YJ3+XFixcJCQnh0KFDyMnJCc7jhw8f8PLyEsy6DRs2kJaWxsyZM1FRUWHgwIGkpqZiYWGBkZERMTExfPfdd6irq9PT00Nubi6XL19mxYoV6OrqMm/ePEaMGEFNTQ137txh7dq1qKio4ODgIPRBvUifEydOiIfa/v37SU5Opl+/fpiZmbFy5UqUlZVpa2vDyMiIfv36YW9vT3t7O1FRUSxfvhxdXV1CQkKwsrIiPDwcNTU1du3ahbS0NJaWlrS3t2NhYcGUKVMwMDDg1q1bvH//ngkTJvDy5UvB3CopKeHVq1doaGgwd+5cUlNT2bhxI99//z35+fm4ubnh5uaGiYkJY8aMQV5envfv3zNu3DgsLS0pLy9n+PDhQpN148YNVFVVSUlJYdy4cRw7dgxra2tMTExoa2vj77//ZtWqVUhKSlJXV0dnZ6eAXEtJSYmNREVFBVpaWmRnZ1NbW0tGRgYyMjKkp6cTFBQkWvO9PMOMjAycnJzQ0dGhtbWVvn37EhUVRf/+/VFQUKCzs5NJkyYRGhpKfn4+a9eupbCwUOAirl69ytixY1FUVERdXZ3ly5eTlZXF69eveffuHVOnTuXgwYN4eXkxadIkduzYwZYtW5CRkUFWVpbQ0FDhuu2FmXt5eXH16lWsrKyE6aWmpobw8HCSkpK4e/cuenp6JCYmMnnyZK5evYq9vT1Llixhzpw5DBo0CDU1NVxdXTl69Cj+/v7Y2NgwfPhw/vnnH0pLS1mwYAEyMjKYmpry6dMn8YLt5+eHiooK1tbWHD9+HD8/P7S1tfn06RPTpk0TLD5jY2NSU1OFlvDy5ctYWFgItV1TUxNNTU08ePAAGxsbOjo6aG1tpaamhgcPHlBSUsLSpUt5/fo1tra25Obm4u7uTmdnJ4BAgaiqqgog9fz58+no6KC4uJg9e/bw22+/CQ7e/Pnz/3tQ+0+u6Ojo9V++fKGyspK6ujry8/Opq6vj69evFBcXM378eB48eEBrayuampr8+OOPtLW1cezYMVRUVEhMTOTPP/8kNTUVLS0tAgMD6e7u5vr16ygpKVFbW0tcXBwlJSX4+fnx5MkTBgwYwOjRo8VD2cHBgZqaGtrb24U+x8bGRqyOlJSUOHbsGGPHjkVLS0vwwHpbRaWlpbS3tzN48GD8/PwEFFRDQwNPT080NDQEUsTJyQlLS0vOnz/PmTNnSE9PR01NTeh11NTUOHPmjPDctbW1YWtrS3JyMs3NzZw4cYLGxkZWrlzJypUruXTpEjU1NbS0tBAcHIypqSnt7e1YW1uzfv16hg0bRmpqKrm5ubS1tdHY2Mjjx49RUFDAzc2NGzduICEhQXh4ONu3b0dPT4+ysjIeP35MZGQk7e3tnD17Fh8fHwFAzczMFJMmfX19oTEZMGAALS0tAoypo6ODpKQkEhISaGpqoqSkRN++ffnzzz959uwZRkZGbNu2jSNHjtDT00NqaiqqqqoYGRlx/PhxAVEMDAwkISGBR48eERAQwOHDhxk7dqw4NI0ZM0b8256eHgwMDLhz544AG2ppabFjxw4MDAzo7u4Wn/Pjx48F2HbdunWUlpaydOlSZGVlhaxaUlISZ2dnBg0aRFtbG4mJiSQlJXH+/HkyMjK4evUq+fn5rFy5ElVVVSwtLQV9PCoqCisrK1xcXHBwcODt27eMGjVKsPH+/PNPAgMDqa+vR1NTk7lz59LY2EhkZCQtLS14eHiwdetWdu3axXfffcedO3fw9/cnKSmJn376iVGjRiEpKUlVVRWpqakUFBSwbt069u3bJ1YZpaWlYsLa+7a6bt06NDU1sbW15f379zx//hxTU1MmT56Mra0tL168oKenh2vXrokVcFFRER8+fMDa2hpfX19SUlKELcHJyYm6ujoaGxu5ffu2uPf37dvH9OnTefr0KbKysiQlJWFqaoqmpibGxsbY2NgIc4WHhwddXV3IycnR3d0t8lWmpqYCRrxt2zaGDx9OeHi4mOIUFRVx4sQJfv31VzQ0NPj06RPDhw9nwYIFwu+XnZ3N+PHjGTBgAGPHjkVeXh5fX18yMjIoLy9n3rx5GBkZMXToUGRlZfn8+TNPnjxBUlKS6upq7OzsiImJYe7cuYwYMYL58+ezdOlSnJ2d0dLSwtDQkNTUVLS1tXnz5o3AusC31nppaSl6enr09PRgZWVFeXk59vb2Yq3T0NCAoaEhZWVlKCsrExkZSVVVFS0tLZibm3P06FFevHgh8BIGBgYCam1paYmMjAy+vr6iqZ6WlkZaWhrS0tK8fv0aOzs75syZw6RJkzh27BhTp04lMjISPT09fvnlF44cOUJQUBAFBQXU19dTVFRERkYGaWlpqKmpCfRCYmIi9+/fZ9SoUWhra+Po6EhDQ4PQDuXk5CApKSlwSZaWlly4cIGffvqJlpYWZs+ejYmJCZaWlgwdOpTCwkLOnj3LnDlzKCgo4Ny5c8yYMYPTp0/z77//Ul1djZubG/fu3SMvLw8lJSWePXtGXl4er1694p9//kFbW5v8/HzCw8N58uQJAQEBPH36VEQidu7cyYkTJ4iIiEBbW5vJkydTX19PXl4ejY2NNDU1sXHjRp49e0ZcXBwGBgb4+Pjw4cMH4uPjGTlyJBoaGtTX15OVlYW/vz8DBgzg4MGDPH36lEePHjFixAh0dHS4fv06CQkJnD59mpUrVzJ06FBh7Lh48SIWFhYoKysLh2xgYCDZ2dn06dOHvXv34uvri7KyMt9//71osB8+fBh/f3/U1dUxNzenublZbGt0dHTQ1dWlrq6OpqYmLC0tkZeXZ/jw4ejq6uLo6IijoyOLFi3it99+4+jRowQEBKCuro6WlhbNzc1cuHCBkJAQ+vTpIyaXERERbN++nVWrVmFtbU13dzcNDQ1MmTKFJ0+e4OLiwsqVK3F0dBQN2V6+nIKCAhMnTkReXp60tDSqq6uxsrJi3LhxzJs3j9raWg4dOsTly5fp6upi7ty5BAYGEhkZia+vr+Ck9hp3ysvL+fjxIxYWFhgYGDB16lRaWlr4/PkzVlZWLFq0iKlTpzJ48GD69OnDmjVruHfvHnfu3EFXV5fTp08zadIktmzZgqurK4qKivT09BAQEMCpU6f+e1D7T6/du3ev37ZtG5mZmVhYWDBgwABGjRpFaWkpX79+pbGxkWXLljFnzhz8/PyQlpbG3NyckSNHYmZmhry8PGZmZqSnpwsuTEZGhgjYlpeXExUVRUNDg7AUtLa2Ii0tTUFBAQsXLuT333/Hx8eHuXPnCueag4MDnz59ori4mLy8PKysrBg0aBAfP34kOztbwDa3bt0qKP6zZ89m4MCBHDp0CAkJCeTk5Lh48SJnzpzhxo0b6OnpYW9vz+HDh/H19RXV9srKSvT09Dhy5AiWlpa0trYSFhYmiPV9+vRh3bp1BAcHc+vWLYyMjEhLS6Nv3764ublx7do1ZsyYQXl5OStWrCAsLIzw8HDk5eWZN2+eOLw8ffqUmpoauru7OXz4sHCY9vT0cOfOHX766Sd++uknxo8fj7a2NrGxsVhZWZGSksLNmzc5fvw4ra2tNDQ0sGrVKl68eEFERARKSkp0dHSwePFilJSU+PLlixAfR0ZGYmxszI0bNwgICCA7O5svX76gpKTErFmzBNw3Pj6eQYMGCeWQu7s7sbGxREZGkp6eTmJiIgEBAYKPpqKiQl1dHQMGDKBv375cu3YNaWlpXF1daW9vx8zMDCkpKc6dO8fNmzeZNm0a5ubmPHr0CC8vL9auXUtGRgYFBQU8ePCAffv2UVtbi7u7Ow0NDZSVlZGSkkKfPn1ISUkRIl81NTU2bNiAjIwMKioq4nDWa6/IyckhNzeXqKgolJSUMDIyoqWlBTk5OQoKChg6dCgyMjKEhoYKCPHmzZtJSkoiLy9PKJ4cHR3p6enB09MTBQUFIiIi2L9/P4mJiTx//pwBAwYQHBzMX3/9RWNjIw4ODmhqaqKmpoavr6+AAHd3d6OpqYmOjg5WVlYEBgZy6NAhkZ26c+cOpqamSElJ0dHRISYHkydPFh7DPXv20NPTg4mJCR8/fsTIyAgzMzP09fW5dOkS586dIykpiYaGBl68eEF5eTkDBw5kw4YNlJeXM2HCBB4/fszAgQORkZHh69evZGRkUFZWRnl5uXCSNjc3Y25uzvXr1ykpKSEhIQEfHx/S0tK4efOmyI9FRERw9uxZmpqasLOzw9fXl7y8PD5//oyNjQ3Pnj1j5MiRuLi4oK+vz6FDhwgMDKSyspKlS5fS0NBAQUEB4eHhaGpq0tDQwN69e1FSUiIrK4uQkBCUlZWpr68H4NChQ6xatQotLS327t2LtbU1CgoKJCYmcuvWLXR1dRk9erQAZ8vKynLq1CmioqLw9vZm3LhxJCUloaenx7Fjxzh//jy+vr7Y2NhQX18vAJ5Lly4V99nTp0+RlJQUZomvX7/St29fwsPDxX1la2vLnTt3hL+wvr4eU1NT1NXVWbRoESNHjhS6pdzcXGpra7l37x5xcXE4Ojoyb948vnz5go+Pj3DWbt68mejoaIqLiwkODub3339n0qRJ1NbW8uzZM6qrq/nxxx+xsbER07EPHz4QFhYm9FqAAH/v3r2bFy9e4OPjQ3l5OZ8+faK5uZnZs2fT2tqKlZUVgwcPpqmpCRUVFXR0dNDX18fMzEzoqH744QdGjRrF4cOHsbGxITg4GGtra1JTUwHEfWdoaEhhYSHFxcUMGzaMwsJCnJ2d8fT0ZMCAAZw4cUJk5FRUVNDT06O9vR1PT09qamqws7PDy8uLuro6Bg0aRG1tLbGxsZiZmdHc3IyJiQkSEhJs3ryZiRMncurUKUpKSnj48CEPHjxg+fLl4jCtr6+Ps7Mz0tLSAmzc1tZGWFgYixcvxt7enqqqKnJzc+nq6mLNmjXMmDGDVatW8euvv7J06VIAZGRk6OzsxM3NjdraWsES7QUV9+/fn5SUFD58+MCxY8eYN28elZWVnDlzhpSUFCQlJfH09BTawd4X/b/++gtTU1NWrFhBQkICBQUFFBcXY2hoSFhYGGlpaTg5OfHhwwf69evHmDFj+PXXXwkJCSEvLw9jY2NcXV2RkpKiqamJc+fOCWOOtLQ02dnZeHt7o6qqipWVFWfPnsXY2Jh169axfft2DA0NmTBhAiEhIRw8eBBLS0tWrFghilTHjh3Dw8OD58+f09PTQ319PaNGjWLcuHFiAjp06FDGjh3Lvn37GDt2LGlpafj6+jJz5kwBIu/fvz9GRkaMHz9esBfd3Ny4fPkyT548YcGCBf89qP0n19GjR9c3NTVhbm5O//79SUtL49SpU0RGRqKjo4OZmRnr169n165dfP36VcjMr169SmJiIi9fviQmJgZVVVVsbW2Rl5fn8+fP/PLLL2zbtk2AZTU0NPD39+fy5cvIysoSHR2Nk5MTKSkpREdHU1tbi4KCAuHh4cycOZMnT54IPZK2tjZ6enpER0fz5s0bCgsLWbhwIf369WPv3r10dXVx+fJl8WCNjIwkKioKQ0NDcnJy+PTpE3379qVv374UFBSQnp5OaGgoL1++5M6dO7i5udHR0YG7uzvp6emkpqYiLS1NbGwsbm5ufPz4kaFDhwLfGFfOzs6MGTOGxsZGnj59Sk5ODhYWFqxZs0YcxoYPH05QUJBQoGhpaaGhoYGmpiYXL15k/vz5gjk0ZswYcnJyuH79OoaGhjx69Ijs7GwAEQSNjY2lsbGRu3fv8ubNG/bu3YusrCxOTk4cP36c3Nxc3r17R2Fhocji1dbW4unpyY4dO5g0aRIlJSUoKSmJVtWVK1cwMDAgMTGRr1+/Mm3aNBoaGrhy5QqqqqrU19eLdVIvlHXBggWcOHGC7777DgArKyvS0tLEQ9XFxYW4uDiKiopQVlbm6tWrxMfHo6CgQP/+/TEwMCArKwsFBQWxBh89erQgwUtISAjYY2hoqJCxFxUV0dnZyZAhQ1BWViY+Pp49e/YwZcoU1NTUSEtLExMgMzMz1q5dS3Z2Nn379qWsrAxdXV0qKirECreiooIzZ85QVlbG5s2bmTBhAurq6iQlJdHW1sbNmzeZNWsWOTk5+Pr6Mm3aNLZv346MjIxYs7x7946ioiJkZWVJTU0lJyeH0tJSEhMTRQvL2NiYjo4OrKyskJOTY/jw4XR0dPD8+XOkpaWxsLDA29ub1tZW4uPjKSwsxNramsTERNzd3VFXVycxMZERI0bg6elJbm4uHz58QF5eHmVlZaKjo5k8eTKHDx/mypUrLFy4UPhKezOTZWVlPHz4kJUrV7Jz504yMzNxcnISnsyysjJKSkqQlpbm5s2bhIaGYmNjw8ePH6mrq0NBQYHCwkLGjh2LkZGRYE1lZmYyZswYjI2NuXz5sjAWHDhwAF9fX2RlZYmPj8fAwIDq6mo6OzvF1CIgIIA7d+7Q3NzMwYMH8ff3R1VVlZEjR3L9+nXKysro7Oyks7OTyMhIoWDr27evyPR8+PABV1dXioqK8PPz4/Xr14wfPx4FBQWxpnv9+jUFBQXMmTNHKG+WLFlCTk4ObW1teHh4IC0tTWdnJzExMQKKO3nyZAoLC8nLy6O4uJiOjg7q6uoEEPjSpUsMGzYMa2tr6urq6O7uJisriz/++ANlZWUsLS05d+4cTk5OXLt2jevXr/P69WvCw8PFVqI3RxQWFkZCQgJOTk7Y2dkxfvx40tLSkJGRYeLEiZiYmFBUVERAQACenp5cvHiRDx8+MHz4cPz9/amqquLy5cskJSVhZWWFoqIiCgoK/PHHHygqKvLrr7/S3t5OZmYmqampZGdn891332FoaCiA3L2ZVxUVFVJSUujq6sLe3p6hQ4eyb98+vnz5wrx589i6dStqamp8+PCBuro6Vq1axe7du+nu7ua7774jNjaW6dOnU11dTWNjo2hq29raimZuQEAANTU1SEtL8+bNG6ysrOjTpw/z5s1DSUmJN2/eCB5fdXW10K/16dOHGzdusHnzZrKyskTM4bvvviMzM5OmpiaqqqqYMWMG0dHRgog/c+ZM+vTpQ2xsLFu2bOHdu3fExcWhrKyMn5+f+G7/8uUL6enpYmL0ww8/EBISwvfff8/FixexsbHB0tISNzc3nJ2dMTEx4fPnzzQ0NCAjIyPyisXFxQQFBfHu3TvRyl29ejWampp8/PiRpUuX0tbWxtOnTykpKcHe3l6USTQ1NXFwcBBlGm1tbf79918yMjJElCM5OZmLFy+iqamJiooK27dv5/Pnzzx48IBHjx5RWFiIkpKSUNP1Njzl5ORYs2YNBw8e5OXLl2hrazNp0iR8fHxoaGigb9++2NraYmFhIQTw6enpzJ8/Hy8vL2RlZSksLBTrzd6oUHNzM8+fP2f8+PHIy8vj4eHB0aNH0dHRwdnZmYSEBN69eydUX21tbbx48YK0tLT/aKL2X+At34C3ERER/PTTT0LBFBwcTO9nk5WVRX5+PkuXLuXQoUOiTens7MzHjx9JTU2lvLxcNDh76dhHjhxBXV0dgIiICJKSkrC3t0dOTk78362trRw6dIiysjKio6PJy8sTmSJ5eXm8vb0FjHTMmDE0NzejoKDAgwcPuHjxIgBGRkasXLmSmJgYWltbxdQnOjoaFxcXwsLCKC4uBr7BXz98+EBkZOT/AHDu3LmTZ8+eoaqqirGxMTU1NWhra7N8+XIiIiLw9vYWkFgLCwtevXoFfINGnjp1CkdHR44dO4aVlRXz588nOTkZJycnYmNjCQwMpKWlBWdnZw4ePAiAjY0Nrq6uRERE8OOPP5KSkkJ6ejp///33//f3NGrUKO7duyeAkSEhIWzcuJFBgwahp6eHk5MTly5dIjU1lebmZtauXUteXh5fvnzB2NiY+Ph4kUHsRU9YWVmxbt06Fi5ciI+Pj3h4KSoqiizVuXPnmDp1Kr/88gtGRkaMHDlSTA/gm0hbRkYGdXV1wsLCGDNmDNHR0ULRsm7dOvEzvHnzRvhNV65cKcCqOTk5/PzzzwwaNIiIiAh+++03NDQ0iI2NZfz48eJwHxQUJKCTvVqcXvhmamoqv//+O9ra2uTm5nLq1CkWL17MgQMHBKy5F7K5ePFi9uzZQ2dnJ1VVVVy5cgX4Bps0MDDg/fv3Alz822+/Ce9jZ2cnKSkpDBs2jJ6eHnx9ffn++++5cOECsbGxwLdVm7e3N5MmTeL69es8f/6cESNGEBcXR1NTE2pqahgbG/P582fGjh2LtbW10Jn1Fiyqq6tFCzYtLQ07Ozs2btzI7NmzBbC0d2qRm5uLm5ubaMT1hsV/++03JCUl8fPzo7GxEQMDA5GT6Z3y1tfXc/r0ac6dO8fx48dxcXHBwMBAQJUHDhwoJoimpqbIy8uTlZXF6NGjSU5O5tGjR9TW1oq2cC8B/99//+Xo0aMAzJw5kzFjxqCmpsaDBw/46aefWLp0KcHBwXR0dHD06FHOnz/P6NGjheLt2rVrHD16lBMnTgCwbt06ZGVlefXqFUuWLBGHpMuXL+Pt7U1GRgaFhYWCvm9jY8Off/7JsmXLxL135swZBgwYQHZ2NsOHD0dLSwt9fX369+8v1DctLS0kJycjKSmJqakpWlpaSEhICKCpvLw8hw4dwtvbm7Vr19LQ0MDJkyeJiYnhwoULDBkyhNTUVIKDg0lOTqaqqgpVVVVOnjwpvscCAwN59eoVDx8+ZPPmzbi5ubFixQry8vIoKyvDwMBAwLV7Lz8/P27fvk1+fj7wDbq9d+9e4uLiiI6O5sGDB0yYMAE1NTW0tbWFY/nMmTM4Ozvz7t07YWaYNGkS8C1L1LdvX6ZOnUpxcTFWVlaiZe3i4iKwLj/88AN2dnb88ssvGBgYEBERITKecnJyKCoqkpGRgaKiIjU1Nfj6+grnbEREBObm5qiqqhIWFsa+ffuQl5fHwMCAnJwcADo7OwkJCQG+QbynT59OQkIC2traeHh40L9/f/GiFRoaSmRkJG/evGHRokUCSp2VlSUObuPHjychIUE4TUePHs3PP//M2LFj+fz5s/g7y8/PJygoSHwnBwUFUVZWJmwc3d3dBAQEUFhYKCwVQUFBNDY2oqioyPnz51FQUEBNTU2A3XNychg0aBBFRUV4enry999/s2jRImbMmMHixYvF+rgXXH3gwAHS09OFJgq+AdNHjhxJXFyccKwWFRXx+8hiJOcAACAASURBVO+/s2fPHjIzM/n3338JDAzE2dmZ0NBQTp06xerVq8WBs1c0HxISQnp6OidOnODLly8YGRlx+PBhFixYINSCGhoapKWlifuzF7xbVFTEjh072LFjB1FRUaxduxYjIyPu37/P0KFDGTZsGOHh4fzzzz+8e/eOmJgYvL29cXR0pK6uDoDCwkIePnzIkSNHBIT4/37+29vb8/r16/8VePvfiRqwa9eu9b3+PzU1NZKSkqipqRGan8ePH3P8+HH2799PWVkZ/v7+dHV10dDQQEJCAt7e3ri4uGBra8uiRYv48ccfCQkJwcPDg/v37wsKd1FRkWCfPXr0iCtXrvD8+XPy8vIYNWoU2dnZKCgocPbsWWRlZdmxYwfu7u5oaWkhKSlJQUEBmpqaXL58GUVFRRYuXMjYsWOxsbHh1atX9O/fn9GjR9Pe3s7p06dFNklWVpajR4+SmZlJW1sbNjY2NDc309TURFtbm9BpmJmZ0dTUxNChQ9HU1GTv3r0MHjyYKVOm0NHRwZcvX5CVleXRo0cYGRnh4uJCcnIy5ubmIuy6dOlSnjx5wqxZs5CRkREtysrKSnR1damurqZfv37k5OSIjNG1a9fIy8vj48eP4kD5/7oKCgqAb/T80tJS1qxZg6qqKrq6ukL9k5aWJthBjY2NVFRUcO7cOfFms2vXLubNm0deXh5SUlL4+PggISGBvr4+gwYN4tKlSzQ1NfHdd9+xdu1aioqKmDNnDmvXriUoKIiEhASmTJnC7du3RVGks7OT5cuXs3DhQubNm4eHhwfz58/nwYMHbNu2DXd3d0pLSwGQlZVFWlqa5uZm7t69K1btjo6OyMrKsnz5cn755Rd0dXUBaG5u5tKlSxgbG+Pg4ED//v0FyVxKSgpFRUWhP3r16hUDBw7k77//FjaLpqYmwYuytbWlq6uL9PR0hg0bhpycHMeOHeP9+/dMnjxZTPbmzJmDmZkZq1evZsSIEdy5cwd7e3s8PDw4c+YMQUFBlJSUoKOjQ1paGvr6+qxfv16Q+E+fPs3u3bvp06cP5ubm7Ny5k7q6OrS1tYmOjhYPt/nz53Px4kUGDBjAsmXLGDFiBKtXryYhIYF+/frxww8/8Pz5c5SVldmwYQNeXl7o6uoSFxfH1KlTxb1qamoqrAF+fn4sW7aMe/fuMXfuXJ4/f87UqVPp06cPRkZGJCcni4nq7Nmz+fvvv7GyshJTSFNTU/755x9GjBiBvLw8KSkpWFlZ4evrS2xsLNbW1kycOJFr167h6OhIeXk5o0ePFjYRDQ0NXr58SUBAABYWFvj4+DBixAhev36NoaEhUlJSLFiwAFNTU9ra2rh+/ToTJ07k8OHDBAcH4+PjI7RFtra2LFmyhPDwcIyNjdmzZw8DBw7EwcFBtELb2tp4/fo1Q4YMYebMmYL3CN9WVmvWrMHPz4+uri50dXWFOLuoqEgoi7S1tfH19eXly5fs3r2b/v37o6+vT0lJCXFxcejq6jJ79mwCAwNRVVXljz/+QF9fn+nTpxMTE0NERAQPHz4U9hAtLS2cnZ1FSeHBgwfs3LkTXV1d4UsePHgwtra2JCYm0tLSgpWVFXFxcQwZMgQXFxcUFBT49OmTOBw8evRI/F20trZiYmIi2ubNzc0MGzaMiIgI7t69S79+/fDx8cHCwgItLS10dHQ4fvw4U6dOJT4+nlmzZuHv78/Zs2fR1NTE3t4eW1tbYmJiGDp0KLm5ucTExIg156dPn9DV1UVPT4/Bgwdz6tQpFBQUqK6uZvjw4URHR1NaWsrkyZNRV1enuLiYxsZGPn78SG5uLkOHDmXIkCGimTxx4kT69+9Pb9xmyZIlvHr1SqBFwsLCePToEY2NjYwYMYLz58+L6b2qqiq1tbUkJSUJttfnz59xcnLCxMQEExMTfv75Z7Zv386nT5+YPXs28+fPp62tjYqKCry9vTExMaGiokI0rg0NDbGyshJ5w02bNvHw4UNGjhzJn3/+iZ+fH01NTXR0dGBkZMTBgwdRUFDgypUrLFmyhJkzZ4oSQ6+L2svLC0lJSYFnmjVrFnFxccTFxbFq1SrRkO/bty/19fVkZGRw7NgxHj16xM8//0xoaCgzZ86koKCAjo4ONm7cSGRkJPr6+ty/f58VK1Zw7do1/vrrL2xtbRk6dCgXLlwQqrPPnz8zfvx4goKCsLW1paOjg9DQUEE88Pf3Jz09nTlz5mBsbMyXL1+YO3cuDg4OaGlpIScnR2trKytXrqSoqAhfX1/OnTtHQECAwO64uroSEBBAYmIiEyZMYNiwYZibmwvETO+BuLOzk7lz5wq2X3Z2Ntra2lRXV3PmzJn/Stn/0+vAgQPrHR0d2bZtm1hPeXl58fbtW+FXs7W1xcDAgPDwcPbu3UtDQwMDBw6kqKgIf39/9u7di7S0NO/fvycoKIijR48SHx/P2rVrcXd3FwcTf39/EhIS6OrqEuomR0dHmpubCQ0NFaLjXt+ni4sLT58+pba2ljFjxpCSkiJYb73wxNLSUgICAgSGotdreePGDezs7Ni8eTPBwcEYGxsza9YsdHR0OHLkCPX19ZSXlzNq1ChkZWVRVlbm+fPnVFRUYG9vT2dnJ3Jycqirq3Ps2DGys7PJzc2lu7tb5KoGDhzIuHHjiIiIQEFBgfv374vGU+9UsampCW9vb+7evcuKFSu4evUqsrKyNDU1cejQIaZOnYqmpqbQbvxvl5GREV+/fmX27Nncv3+fI0eOCACpp6cnenp6aGtrY2Njg5OTE48fP2b9+vXU19eLnzEgIABjY2OOHz+OnZ0dhw4dEs5Ad3d3Jk+ezLRp0+jq6uLNmzd4enoiJSXFly9fRNjd3t4eKSkpVFRU0NXVpaGhgYaGBnJzcxk8eDAfP35k5syZQr5sbW3N33//jb29PcePH2fPnj3Ex8fT2NhISUkJGRkZhISE0NjYSEJCAlJSUqSnpyMpKYmenh5paWn09PQIzEUv905LS4udO3cyYsQIvLy8BAy4Vw4eExMjmlT9+/cnKysLd3d3+vXrh7OzM4WFhWhpadHZ2cmiRYtYvHgxp0+fFkDK3rbShw8fxASuF7i8cuVKdu3axejRo3Fzc2PQoEH88ssvnDlzBh0dHeTk5FBQUMDV1ZXS0lLBHXv//j0pKSk0Nzfz9OlTFi9ejJ2dHYqKijg5OQlMh7W1NU+ePMHT05O2tjaRbWpqasLKyor9+/dTVVWFm5ubUNr0ZkgdHBx49eoVt27dAkBTU5M3b94wfvx4pKWluX//PjExMTx69EiUCAwMDHBwcBD3mo6ODq9fv+b+/fvk5uYyffp0Ojs7uXHjhvDf9rZg/f39Wbt2LVOmTBHZ0NLSUlpbWxk5ciTS0tLMmjWLvXv34uTkRHJyMioqKmRnZ7N7925u3rxJXV0dmZmZjB8/nnnz5mFnZ0dtbS1lZWUoKioyceJEjh49iomJCU1NTVRUVLBp0yZu3bqFi4sLtbW1dHd3Iycnx19//UVpaSkODg5ifZuXl0d7ezv9+/dn7ty5HDhwgK9fv4pguLy8PBoaGrS2tpKfn4+fnx93794VOrl79+6hq6vL9OnTycnJ4d69eyxZsgRlZWUaGhqYOHEiTU1N1NTUoKOjQ35+PgoKClRVVQmu2IULF+jp6eHKlSsYGhqydOlS1NXVUVVV5fLlyzQ3N1NVVSWmxXPmzMHU1BQfHx9WrVpFcnIyqqqq5Obmcv36dYE72bBhA1lZWTg5OQnJ/du3b2lsbCQ4OJjS0lLs7Oy4cOEC+fn5/PHHH5w7d47Kykpu377N8uXLuXDhAgYGBowePZpNmzYRFhbG58+fuXnzJgCbN28WE/1eDp2ioiJpaWn4+fnx+PFjnJycKC8vJzAwkICAABwcHHj58iVTp07F0NCQ7Oxs8vLymDp1Kr6+vrx48QIPDw+6u7uZMWMGS5cuZcOGDcIf29raSlxcHLm5uQLsvG3bNm7dusXMmTOxtLTE19eX1atXs2DBAo4ePUpQUBDnz59HQ0OD+Ph4Zs6cyZo1azAwMKC4uFis18+ePSs+r/z8fJ4+fcqzZ8+4efMmeXl5jB8/ntzcXB49esTJkycJDQ1FUVGRU6dOsXHjRjIzM4W3GeD3339HQkICFxcXEhISiI+Px9DQUOR7e0sh9+7do62tDVVVVTIzM3n27BmOjo5oa2sjISEhvJzXrl0TbtG8vDzs7OxwcHDgxo0b+Pr60t7ejpaWFqWlpZibmzNnzhzGjh3L0KFDmT17NtOnT0dKSoqWlhbev39PeXk5FhYWpKSk0K9fP/T09JCXl6e2tpYRI0aQm5uLvr4+XV1d3Llzh5SUFK5fv46pqSn37t0jPz+f7OxsHBwcqK2txdbWlpqaGlxcXIiIiKCpqYnq6mrWr19PfHy8QAv1IrN61/nd3d08fPiQ58+f/1fK/p9ev//++3o/Pz/+/fdfiouLBXTv7t27FBQUsG3bNmJjY3n69Kl46L1+/ZqmpiZsbW2Jj4/H1dUVaWlpvvvuO2pra8nKyiIqKor9+/fz/PlzcnJy8PPz4+vXr+zatYuFCxeyb98+zp49i42NDcrKyuzatQtTU1NUVFTIzMykurqaMWPGYGpqipWVFcuXL8fNzU0QzV1dXTE2Nub06dM4OTmRmJhIUFAQoaGhrFixQuQh9PT0yM7Opry8HGtra5KSkqitrcXc3BxtbW0kJSUxMzOjra2NW7du8eeff3Lt2jWUlZUFwb6uro7Zs2fj6upKT08PQUFBDBo0iKysLCoqKlBVVWXMmDGoqqry7t073r59S2pqKl++fEFRUREzMzPU1dWRkpLCxsaGadOmYWFhwZAhQ4iIiODGjRt0d3f/r78rJSUlTE1N6dOnj2iT3bt3jxkzZmBubi5kwwkJCVRVVaGpqYmVlRW3bt3i9evX4su7ubmZsrIyAD5//oyMjAz37t1DRUWFkydPEhERgZ6envB3bt68mSVLljBgwADU1NQ4cuQIcnJylJaWoqyszJMnTwgODqalpYWkpCRCQkJE/d7IyIgffviBFy9eCDl179SnF4jcmz8pLi5m4MCBjB49mo6ODkHYf/v2Lb6+vmzcuJHo6GiePHnCx48fMTU1xdHRkeDgYB49esTIkSMxNjYmOzsbdXV1fv/9d7S0tAQn7MiRI9jZ2fHkyRPB/nFwcBBrXH19fUaOHImzszOysrKUlJSwefNm4Tq9dOkS48ePZ+DAgfTt25eTJ0+yYsUKHBwcOHbsGBkZGYwYMYKKigoSExNFs/Xq1auEh4eTnZ3Npk2byMzMpLGxEVlZWTo7O8nOzsbOzk4wz3x8fGhvb0dCQoI+ffoQGhrKggULUFNTw9vbG01NTQ4cOMC0adN49+4dp06dIigoiFOnThEdHS1YgJGRkcIWkJiYiIaGBkVFRaIo0tnZia6uLsuXL+fLly/MmDEDXV1djh07Jr5Ik5KSWLNmDePGjePSpUs4OjoiISEhCiy9h6uuri5sbW0xMzPjr7/+YvHixQwbNoxdu3ZhYGCAvLw806ZNQ1FRkdTUVKSkpJCWlubHH39kwIABBAYGMmbMGLy8vETWTF9fH0VFRe7evYuMjAyqqqqYmZlhZGQkmHgbN25k6NChnD59moKCAnp6eti2bZv4jM6fP09hYSEFBQWkpqYyatQoXF1d2bp1q4CF5uTkUFNTw/fff8+pU6eQl5enubmZ2NhYTExMaGxspK2tjaCgICZOnMizZ8+wtbXFzs6OdevW4eXlxZUrV/j8+TPXrl1DQUGBkpISqqqqyMnJwdjYWLD3tLS0kJeXZ+rUqZSVleHp6cmtW7fw8vLC0tKS8ePH06dPHxwcHHj37h3jxo1j2bJlFBYWsn37doKCgtDR0cHOzk6gdEJDQ+nu7kZaWlrgXEJDQ9HU1KS1tVX4gxsaGpCWlkZRUZGDBw+ydetWDAwMCA4OJjg4mAkTJgjo7cCBA+no6EBZWRlfX18qKytpbm7mn3/+wdfXF/h2cNPR0WHYsGHiENunTx8xpbpy5Qqenp58/fqV+vp6rl27xq5du9i0aROWlpbo6uqydetWAgMDiY6OpqqqSuCFpkyZgqGhIQoKChgYGCAlJcXbt28JDAxER0eHcePGoaWlhZaWFjk5ORgZGaGsrExlZSUBAQGYm5ujqKjImTNnaGtrE63ZqqoqOjs7kZaWxtPTkytXrvD27VtcXV2RlZVl3LhxxMbGMm3aNM6dO4eSkhIeHh4sWrSIpKQkiouLBRdyx44drF+/ntbWVjo6OtDW1sbY2Jju7m4mT57MiBEjePbsGe/fv6e6upr58+fT3NzMrFmzyMvLY8iQIcjKyhIWFoa1tTXW1tbcvHkTDQ0N+vfvT05ODiYmJhgYGAicU28+cvLkydjb23Po0CGcnJzo6uoiJiZGHOSdnJz49OkT2traHDx4kJ6eHpycnEQ2bcaMGTx58kQUTJKTk9HU1GTgwIECsbNkyRICAgKorKzk559/Zv/+/QIinJ+fj6urK11dXQQEBJCVlSVe3GfPnk1AQABSUlIMHz6cmJgY+vbty/fff4+CggKXLl0iPDycI0eO/EcTtf9m1AB9ff2ey5cvc/z4cVRVVQVwU15eHoCvX7+Snp7O8OHD+fDhg4Dytbe309HRgaurK1euXGHatGlcu3YNf39/duzYwdixY8nLywPA0NCQc+fOsWLFCvT09Ni2bRvV1dWYmJigrKyMhoYGubm5Yvw9bdo0QkNDefXqFS0tLQDs2LGDlpYWpKWl+fPPP7l8+TJbtmxh9erVoq1469YtVFRUqKysZNKkSSxdupTDhw/T2toKwLFjx/Dz8+OPP/5g5cqVYkd/9+5d5OXlycjIoKamBkNDQ9FYCQgIEO03AFdXV54/f85vv/3GmDFjUFFRYfTo0YwdO5a6ujoGDhzIunXruHbtGklJSRgbG1NXV0dkZCTe3t7AN4ntnDlzCAkJISsri/j4eAFw/d8uZWVl4FvOqle8fO/ePby8vEQr9+DBg8ycOZMtW7awZcsWkTN78OABTU1NTJw4UXwexcXFyMvLM3fuXNTU1EhNTeWvv/4iJSVFNDGfPHlCY2MjYWFh4g+6X79+ALi7u1NfX8/r168xMTGhvLycyspKUlNTWbt2LWfPnuXTp08sXLiQuXPnsmHDBjo7O4mPj2fz5s3At+ZjdHQ0s2fPZuzYsUIsDt+E1Z6entTW1tLY2MjOnTuFFLijo0Os6G/fvs2SJUtYtmwZHh4eVFRUsGrVKqSlpdm2bRsVFRXo6emhrq5Ov379+P777/n111/ZtGkTO3fuBGD58uW4uLiwZcsWdHV1MTExoaenh+nTpzN37lwkJSXFl7anpye3b9/G1NRUFC8AJkyYwL///ivute3btyMlJSUyS15eXqipqXHp0iXGjRtHv3796O7uJiYmhsGDBwPw6dMnQR2vqKjgxYsX/PzzzwIebWxszJs3b4TO7NGjRxQXF7No0SLa29sBkJaWJjk5mS9fvpCWloaPjw8vX77k69evSElJYW5ujru7O69evWLIkCGcOHGC8+fPExUVJaZqvdOh3kawt7e3YLaVl5fz448/cvXqVVxdXUUetaenR5g5AN6+fcvbt28ZMmQIo0ePRk9Pj3Xr1tHR0SGas48fPyYsLExYQGpra5k+fbpoxsbGxvL582fB+auurhZ6ohcvXgjUyaZNm4iNjaWpqUkcrnuve/fuUVFRIdAjMjIySEtLY29vz4ULF7C2tmbKlCn88ccfDBs2DHV1dfFy03tdunSJuro6KisrUVVVxdTUlKFDhzJw4ED27NnD4sWLWbduHRs2fHv2HDlyhGHDhvH+/XtKSkqAbxDn/fv3U1BQwMmTJ9m4cSMpKSliZXv79m38/PzYsGED69atE9iMtWvXiumokpISx48fZ/fu3cjLy3P48GGxHpSVlaWsrIyOjg7Rwu/u7ubZs2cMHjxYCOsPHjyIlpaWyDSeP3+er1+/Mm7cOFRUVMTG4O3btxQVFbFp0yY2btxId3c3P/30k/hMvn79Sn5+PnFxccyfP5/q6moqKiqYOXMmt2/fJjk5mfXr15OQkEB5eTk1NTXY2tqSlZUFfMuoaWtrc/PmTUaNGkVRUREDBw6kpqYGRUVFYmNjUVBQwN7eHn19fSZMmEBMTAwWFha8efMGgNmzZwMwceJEjI2NuX37Nl5eXlhZWWFpaYmHhwdXrlzBwcEBCQkJ4uLi6O7uJjMzU/yuMjIyOHnyJOfOnWPWrFnY2dlRWlqKgoIC7u7u7Nq1ixs3brBp0yYB6bWzs6OsrIzm5mbgW4743bt3WFtbi9xa74T34cOHTJgwgbKyMvT09Hj//j3m5ubic+x9cY6Pj2fw4MEcPnyYEydOkJOTg46ODnl5ecTExADg7+9PTU0NkydPZv78+RQUFPDDDz8QFBT0P+5VBQUF4uLiCA8P5/Llyzg6OuLu7k5tba0olWzZsoUvX74QFhbGgQMHxMCglzeprq7OiRMnGDJkCHl5eaxfv57Nmzfj7e1NYWEhEyZMoLi4mNu3b+Pj48OrV68wMTER93pvJKJ3ExQZGSmKPTNnzuTVq1f/zaj9J9dff/21fvDgwYSEhPwf9t4rqsurb9e96L0jTUCa0lFABaQKCCpoFBVFjb1FY++9vPbyJvYWNTbAYI0JCHYRRUVElF6lIwIC0ts+cDDH9+2911rvwXeyxsg89EBB+D/PnL9539fFnTt3kJOTo6amhuzsbAoKCkhISCAkJIRt27axefNmLCws6OrqwsjIiNjYWHJycvD19eXp06fcunWLsLAwSkpKyMrKon///mhqavL333+zePFiioqK+PjxI6dOnWLlypWEhIRgb29PcnIyp06dYsaMGcL/2HM9o6urK76ew4cPY29vj66uLo2NjQwZMoTMzEyR/di8eTMDBgyguLgYV1dXwcfS1NSktLSUUaNGMW/ePAIDA8X4VkFBgZycHOTk5Jg+fbrg0vR4IeH7dWPPkpWVxd7enj///JOZM2dy+fJl9u/fz82bNwXYrye3sXPnTi5cuICJiYkg8Pv7+6Oqqkp6ejrbtm0jMTFRuN7+d2vp0qXY29tja2srLA3jxo2ju7sbe3t7Ro4cybp167h37x7y8vLIy8vj6OiIrq4uampqJCYmIikpCXz/EGZlZREWFkZ2djbLli0jISEBfX19tm/fzunTp3n37h0qKiqMHDmSkJAQzM3NGTx4MO7u7gJvoqmpSUJCApKSkowZM4YtW7aIjbOLi4sgk/v4+NDa2srcuXOprKzEycmJgoICMjMzef/+PV5eXqipqXH79m2am5sxMTFBVVWV7du3ExQUhLa2NitWrMDT05M1a9YIKPKnT59QUVGhvb0dJSUl6urqWLlyJaampqioqAjnX0NDA0OGDMHPzw9TU1Oqq6tRUlJCWloaWVlZ7t69S01NDcHBwdjZ2eHp6Sl+r7Zs2UJjYyPJycn0799fvGBmzZrFkCFDCAwMxNbWloaGBnr16kVERAT9+/end+/eHDx4kOrqaiorK1FSUkJVVZWcnBzhEx08eLDIJpmYmDBt2jT09fWRlJTk6dOnIp/Sc1jo8UcOHjyYxYsXExsbS1RUFBMnTsTGxkb4d7u7u3n16pWwCnR0dKCurk5cXBxDhgwRWqHw8HA0NDTo168fr169YsSIEeL/pwd82cNBCwgIEEUcGxsbEhISSE1NZerUqYI2n5eXx+7du5kwYQJGRkaizFBTU8OMGTO4dOkSOTk5aGpqsmLFCjw8PAS+5PTp08K1aGlpiZeXF/v27RNXYzU1NcTGxqKurs7PP/+Mi4sLCxcuxMjIiD59+mBsbMy4ceN4/Pgxubm5HDt2jNzcXJ49e0ZCQoLIznR0dBASEoKGhgYnTpzAy8sLCQkJpkyZgoSEBB0dHWzduhUzMzOBZoiLixOtu6tXrwr/r7y8PGPHjhVFmp9++okRI0Zw7949qquriY6OFpgLQ0NDdHR0ePnyJfb29jx48ICQkBAOHDiAnp6e2ID2HEi0tLTYs2cPM2bMoL6+ntbWVjw8POjbty+7d+9m1qxZYmo/bNgwcY3c2dlJdXU1P/74I8OGDUNDQ4OLFy/S2dlJSUkJGzZsYPz48bx48QJtbW2Ki4tJTU1lzJgx1NTU8Ndff2FoaIijoyMvX75kxIgRPH36lP3792NkZISGhgYNDQ1UVFRgbGzMgAED8PT05OnTpwKZY2pqSkhICLa2tqiqqrJz504+ffpEVVUV48eP58aNGyIW8eDBA0pKSjAxMUFXVxdra2sePXok4LkLFy7k559/5vbt2yxcuBArKyuUlJSwsLAQV9WlpaUYGhoSFBTEiRMnqKysZPr06fj7+/PHH38ILE95eTmvX7/Gx8eHgQMHYm5ujrW1NSoqKty/f5+9e/eyc+dOpk2bxtixYwkMDGTo0KHk5eVRUlKCl5cXurq6bNq0iR07dgilWVtbG8rKyowePVrkfVVVVYmOjubUqVNIS0vj7+9PdnY2ffv2JTU1lUWLFvHmzRvu3r2Lvr4+hoaGqKmp8fHjR1RVVQVEdv/+/ZSVlXHjxg1+/fVXRowYQX5+Pl1dXaioqGBrawuAo6Mj9+/f5/3799y+fVs853sYZ9XV1WhpadHR0cHvv//Oly9fhCYvKioKExMT3NzcRB5t/PjxZGRkoK+vT0lJCRUVFVRVVXH+/Hk8PDy4fv26QH6cPHkSc3Nz6urqGDp0KE5OTpiamgrN3Pv371FUVBS4JyMjI2JiYkhOTv4no/afrt9++22blZUVQUFBAML/ZWpqirm5Of369cPNzQ11dXWOHDlCWloavr6+/PLLL2zevJno6GjWr1/PiRMnaG5upquri9WrV3Px4kUhjz1y5AhTp05l6tSp4sUbGxtLUVER586dw9fXl5SUFDw8PGhqauLQoUM0NjbSq1cvbGxskJKSIRynPAAAIABJREFUYurUqbx7947y8nIsLCyorq7GwsKCUaNG8fTpUxISEmhsbGTPnj0iNJ2RkcGmTZu4cuUKhYWFHDhwgBkzZpCXl0djYyP3799HVVUVExMTFBQUMDExEfDAgQMHMn36dNLS0oRcGqB///7k5eWRkZHBvXv3aGpq4smTJ4SGhvLbb7+RnZ3NpEmTmDVrFikpKfzwww94e3vT2NjIzJkziYmJwcDAgPr6embPnk10dDQeHh5kZ2f/L39Ga9as4cuXL4wfP57s7GwkJCS4cOECOjo6VFdXIycnh46ODg0NDWhoaKChoSEyVeXl5SK3ZGNjQ1RUFE5OTqiqqlJUVMTbt28xMzMTHC74Pn2YNWsWkyZNIiAgAGNjY5YsWSIyPVu2bBH6n55T5YMHDxg+fLhoXf711194enpSUFCAoaGhmPT18PSKi4sZMGAAKioqfPnyBUdHR3x9fRk3bhxjxowhNTWV3bt3o6mpibS0NHp6esTFxVFcXExXVxdtbW20tbWJ/OHZs2fp7OwURYfExETy8/P58uULc+bMoaOjQ1wTDBo0iG3btiElJUVycjKbNm0iICBAAEo/ffqEoqIi4eHhrF27Fl1dXTFhbWhoEA8zSUlJHj16RFJSEi9fvhQbhB46en19vQj7Z2RkYGtrS58+fVBQUMDCwoLa2lq2bt1KTk6OgEsWFhZiY2NDd3c3Bw8eZN++fYKB98MPP7BgwQLc3d1pbW2lpaWFhQsXCkiskZGR8OyeOnWKgoICkYeaMWMGsrKySElJ4ebmJtyhpqam4gG8YsUKHjx4QJ8+fZCTk6OlpYXCwkImT57Mw4cP6d27N3l5edy8eZOmpiYyMjLw8fGhsLCQzZs3U1tby/jx48nKyuLdu3ekp6ejpKSEm5sbBQUFwjubkpJCnz59yM7O5sOHD3R2duLl5UVeXh5OTk5s3LgRNTU1DA0NMTQ0JD8/X+Qcu7u7MTU15eLFi2Lj8fXrVzw9PVm3bh3m5uYkJSXx8eNH7OzsxIbw4sWLpKWlYWtrS0VFBXfv3mX48OFISEjg5OSEuro6ERERVFdXs379ejExMzExobOzEx0dHeLi4ti8eTMXLlxAQUGBV69eYWdnJ1rf6enpooiQkZHB6tWrcXZ25vHjx0ydOpW+ffsK40lJSQmlpaVYWlqyYcMGAgICkJSURE1Njfj4eDE1KSsrQ1ZWljdv3uDq6grAgAED2LZtGxEREezatUvwFa2trdm8eTObN28WKKSrV6/i6elJdXU1HR0dWFlZ0dXVRXx8PI8ePaK4uJigoCAxOe+5umtra8PNzY3u7m6io6MJDg6mX79+xMTECOZXdHQ0Ghoa5OfnC8ZZUVERKSkpHDp0CDMzMzQ1NVFTU+Pvv/9mypQpvHnzBk1NTSQlJamvr+fevXsMGTKEpKQkYmNj8ff3R19fn9LSUnR1dUVObdq0aSxatIjOzk6Kioqws7Pj+vXr5Ofn093dzezZs2ltbeXs2bNCLfbw4UPRrE5JSWH48OF0dnbi6OhIR0cHFRUVxMTE8PbtW2xtbcnOzhb8NysrKyIjIyksLERWVpauri709fX59OkTM2fO5NKlSzQ1NRETE4OKigodHR3U19dz9OhRBgwYgLq6Oo8fPyYoKIiysjIGDx5MdnY2xsbG5OXlERISwrp168SgQl5eXhQoQkJCeP36Na2trQQEBCAhISGiI9nZ2Zibm4sDiq6uLk+ePEFJSYmGhga6urrEhC8sLIynT5+SnJxMcnKymFR3d3eLZ9/du3fF75iWlhYuLi74+/tjYmIibmosLS25cuWKsGUMHjwYJSUlNm/eTFRUFEuWLEFFRUX4jEeNGgXA6dOnRd5NX1+fqqoqGhoamDt3LvPnz+fu3bv/AG//03XgwIFt8+bNQ0JCQuh/xo0bJzg7Kioq7N+/n7dv3zJ58mRmz57N3r17GTt2LGfPnmXkyJFkZmbS3Nws2o6dnZ00NjYSEBCArq4uNjY22NvbY2hoKAwGmzdvRlFRkTlz5nDlyhWOHj3K8uXLhfQ4ODiY4OBgLC0tMTY2RkJCQpzazp8/T0lJCXp6egwfPpypU6fS0dHBsWPHAISoePHixSQkJNDW1kZDQ4OgXNvZ2aGlpSXgrT1crRcvXgjej7OzM+Xl5SgoKKCuri6qz/B9PN1Dle+BpkZGRgozgbe3NwD//ve/+fnnnxkzZgz+/v40NTVhaWlJQEAAYWFhbNq0iR9//JH6+noWLlworjb+6+q5ErWxsWH9+vXs27dPnKIA7t69y7p16ygtLcXc3JyAgABOnTrFxo0buXbtGm5ubly7do2kpCS8vLyQkpLiyJEjvHz5EjMzMxYsWEBGRgYuLi7cv38fNTU1HBwc6OzsFCqhO3fu0NbWJtqSzc3NuLi4YGxsTGNjI1JSUkhJSeHo6EhsbCxWVlYEBwezc+dOamtrSUxMpKqqisDAQLKyspg4cSK5ublCIv/gwQPGjx+PsbEx6enpIr/y8OFDevXqxc6dOyktLRV1+vnz51NdXY2enp5wRero6DBlyhSGDh0qND5GRkZ4enqycOFCLCwsmDlzJqmpqZSVlaGgoCAYTDExMeTk5JCTk8OXL1+YMGECz549o7y8XGhPehq0U6dOJTs7m6lTp4qTc49cXF1dnZqaGpGv/PDhA9HR0TQ3NxMWFkZdXR2vX7+mpaUFbW1t3rx5w9atW1m/fj329vaCdZSeno6TkxNqamro6OgIQ0VBQQELFiwQGq7i4mK8vb1JTU3lxo0b9OvXTyitbGxsGDRoEMnJybi7u6Onp8ezZ88ICgpCRkYGExMTUlNTefHiBZ2dnaxYsYJLly5RV1eHhoYGra2t/Otf/8Le3h5ZWVlycnLw9/fn9u3bbNy4UeAtelqjGRkZHDhwgLt37/Llyxfh+y0rK8PZ2ZlevXrx+fNnjI2NcXBwwMDAgP3794sAtaqqqpgcLV68GPiOGVBRUSElJYX6+nrB1TM1NcXBwYGJEyfy9etXvL29effuHVOnThWTIw8PD3R0dDA1NaWzs5M7d+4wefJkFBQUMDU1Zdq0ady5cwctLS06OzvJycmhrq6O1tZW3rx5g5qaGhYWFhw/fly04PT19bly5Qpjx47l4MGDqKio4OPjQ15eHuXl5ezatYs///yTnTt3oqSkxIcPHygqKsLb25tHjx6RmZmJt7c38+fP58qVK2hoaFBZWcnatWvR19cnOztbXCkpKytz7NgxysrKKC4uFuJ7+H5N5+npSb9+/ZCUlERFRQUnJyckJCR49eoVz549E4cYZ2dnZGRkqK6uxtraGmNjY2RkZITKLigoCA0NDRISEggKCkJSUpLW1lZiYmK4ffs2ZmZmTJ06lfDwcB48eMCKFSvo7Oykd+/e1NTUcODAAVpaWoiIiBCNaGtra6ytrUlPT+fevXs4ODhQX19PY2Mjf/75pyhixMfHY2xszLRp0/j111+5evUqU6ZMwdjYGE1NTRwdHWlpaeHDhw9s376d6upq3NzcRDZyzJgxuLq6kp+fz6dPn5g7dy5Pnz5FX1+f5cuX8+LFC0xNTXF2dhYb60+fPgkPp6amJj4+PvTt25dv377x6NEj/vrrL9asWYO7u7uIFowdOxZlZWWhrzp9+jSDBw+mtbWVkSNH8urVK5qbm5kyZYq4Hbl37x6rVq3i1atX+Pn5cebMGV69ekX//v0ZMGCAyC9raWkRHh7O+PHjUVNTY9u2bQIDtGjRIiIjI5k2bRppaWmsXLkSaWlpwsPDSUtLo1evXujo6ODp6cmlS5eYNm0alpaWouDn5uYmrDs9TEkDAwMePXrEhAkTOHr0KL6+vlhZWTF58mS2bt3KuHHj0NbW5u+//2b06NEYGBiQn5+PtrY2ysrKPH/+HBMTExITE0XJAeDJkyficJGenk5KSgomJiZISEjg6emJq6srVVVVpKamCr6gqqrqP2WC/3Tt3r17m7q6Ol5eXqioqNC/f386Ozs5dOgQ0dHRJCUlIS0tjZ2dncg+tLa2kpKSwo8//igk1nfu3AHg1atX5OTkkJqaytKlS5GUlERKSgo5OTmampro6upCRkaGn3/+GU9PTzIyMpg+fTrz588Xd/I9fkgHBwfk5ORobGzkzp07lJSUEBwcjLW1NYmJieJrUFZWRkNDAzMzM6qrqwE4duwYy5Ytw9PTk9bWVnR0dPj9998xNjYWCqPr16/j4uJCaWkpra2tdHd3C1tCT7EhNzeXzs5OHj58SHx8PGZmZnz8+JGQkBASEhLYv38/GRkZREZGoqWlxaNHjzhy5AhNTU2MHz9eSOFPnjxJdnY2NTU1dHd38/z5c0aOHEljYyNnzpwRDdqUlBQRMgewsLBAR0cHKysr3NzcaG1tpbKyUgAWjx8/ztWrV9mwYQO9evUSDkEnJyfs7e1ZsWIF5eXlnDhxgkuXLiEtLY2zs7O4Fs3Ly2Pt2rXU1taK9tmZM2fQ19fHyMgIGxsbJCUlkZaWFtR4BwcHnj17RnFxMV+/fiUmJob09HTGjx/Ptm3bcHZ25ujRozQ0NIiyiLq6Ov7+/igrK/Pw4UN0dXVxcHDAyMiIvn37smvXLuFrffLkCfb29qIxbGhoSFVVFQkJCVy+fJn09HSUlZWRlpbGxMQEZWVl7OzsOHfuHMrKyixevBgPDw/x/enr6/Py5UuOHTvG7NmzSUxMFFDRvLw8ioqKaGhowNDQEBUVFS5fvoyBgQGmpqb4+PggJSXF3r17aWpqEryw6Oho2traePz4Mc3NzZSXl9PW1kZlZSWZmZlYW1uLaVWPKSA2NhYnJycaGxvZvHkz/fv3JzIyEi8vL7q7u4Ubdf/+/Xh7ezN48GB0dXXp6urit99+w8rKis2bN7N+/Xpu3rzJv/71L8FWKy0txcPDgzdv3lBZWUmfPn2ora1FQ0ODcePG4e/vz2+//UZJSYnAGowbN04UHXpgqc3NzeJ07OzsTGdnJ/Ly8qipqfH161dUVFSEpNrQ0JCUlBROnjzJkiVLqK+vx9raGgMDAzGBVFJSIj8/XxgX3NzcBOxy0KBBqKurk5ycTHx8PDo6Oujp6fHp0ydaW1sJDw8nNTUVPT09wRbrybmmpaVRWFiIt7c3p0+fFhT1e/fusWLFCq5fv86gQYNoaGigurpa6LsaGhrEpF9CQoL+/fsjKyuLo6OjaNX16tULR0dHcT3YowSSl5enrq5O5Kj09PS4e/eu8A7funWL0aNHk5OTg5mZGdbW1ly/fh0vLy+cnZ2xtrbm7NmzDB48mFOnTmFtbS2AqD4+PowaNQo5OTnc3d3R0dGhuLiYCRMm0NraiqKiImlpaWRnZyMpKYmqqirDhw/n0qVLwHe2Wl1dndj4hIeHk5iYSHV1NQkJCezZswc9PT0SExMpLy8nJSWFyZMn8+7dOxYuXIiHhweXL19m2rRpwqOZk5NDaGgohw8fZvLkybS0tNDY2EhdXR3t7e24u7ujpKSEpqYmJSUluLi4iOJHnz59OH36NOfOnSMpKUlMaLW1tcWhVEJCQrANe3RE165do7i4mMLCQpKSkoTf9MuXLxgbG/P7779z9uxZTE1NuXHjBvHx8djY2PD582fc3d1pbm7m4cOHooE4b948Nm7cyJUrV6irqxPi9pEjRwpfc319vchp1dfXo6Ojg6KiovgMWVpaIiMjg729PYcPH2bevHk8fvyY4cOHU1FRQV5eHpKSkqSlpaGkpISOjg537tzB39+fgQMHUlFRwdq1awkPDxfOznXr1vH161eBbupBdairq3P79m3Kysp4/fo148ePJz4+Hk9PTwwMDACEhq/nnamgoMCSJUu4efMmeXl59O7dm5iYGBGhWLNmDQUFBSgrK5OQkMCuXbuIiopi3759lJSU4O7uTlJSErKyspSVlVFYWMjHjx8pLS0VYPXu7m5yc3NpamrCycmJrKws2tvbCQgIQE9PDz09PV6/fi1ua7S0tNDW1ubVq1cYGBhQVFTEnj17CAgIoKWl5b+K5f+PGzXJ/8kNzz/rn/XP+mf9s/5Z/6x/1j/rf279M1EDjh07ts3T05Pw8HC+fftGamoq3t7e1NfXo62tzcyZM6msrOT27duEh4ezZs0aWlpaePHiBTNnzhR5i//3qqurY8qUKdTW1nLy5EnU1NQoLi6msbGRwMBAzM3N0dXVZcuWLfz555/MmTNHuMYWLVqEp6cnjo6OKCsro6ysTGxsLN7e3nz58oW+ffsSFBSEiooKnz9/prKykm/fvtHR0SEmbePGjaOxsZGGhgbGjRuHs7Mzvr6+dHR08P79e8rKyrh27Rp9+/bl8+fPtLe3M3z4cBQVFYmKihK5M3d3dzo7O4XMPSMjAzc3N8LCwrh37x7Gxsa4urqSlZVFamoqT548Ye/evVhbW9PQ0MCECRPQ0dFh5MiRyMvL4+zsTFZWFk5OTuTk5CAhIYG9vT337t3Dx8eH5ORk5syZg4mJCdevX+fPP/9EW1ubyMhItmzZwpMnT/j8+TPe3t706tWL/Px8NDQ0CA0N5ePHjwQFBWFsbMzjx4/x8vLC1taWsLAwlJSUKC4uJjk5GQkJCerr6xk+fDinTp0SWYl79+4xffp0qqqqiImJYc2aNYSHh/PixQtxJX769Gm6urpQVlZGTk6OVatWsXfvXvH9TZgwAX19ffz8/Lhx4wbDhw+ntLSUuLg4xo4dS1FRkfD8DRo0SEzUzp8/L4CoZmZmaGtrk5+fT0NDA7/88gs///wzzc3NmJub8/LlSxwcHLCzs+Ps2bOkpqZy69YtpkyZQmtrq6BuNzY2CniuhIQEjx8/xsDAABkZGX799VehbpowYQIDBw4kNTWVP/74g2nTplFdXY2kpCRv3rzB29uby5cvC/5cj7VBVlaW8vJy1NTUUFRURFNTE29vb9zd3Xn//j1dXV1CiVVQUEBwcDBz5szBx8eHZ8+esWHDBgGE7erqIjMzk6ysLAGxbG9v5/79++LKxcTEhIsXL/L161fKyspQVFRk8ODB/Pbbbzg7O+Ph4UF6ejqdnZ3IysqKU/DgwYPFdfKTJ0/Yv3+/kLI7ODhQVlbGyZMnkZCQEJmx6upqJk6cKAjsbW1tfPr0ibFjx+Lv709+fj4yMjJ0dHRgZmbGixcvyMjIYNiwYVRUVGBvb4+Wlha3b98mIyODSZMmcfnyZXx8fDAzM6O2tpaqqiqqqqo4e/YsEyZMYMmSJezbt4+YmBjRlPb29sbCwoI+ffrQ1NTEnDlzRHnm0aNHDBkyhJKSEh49eoSenh4HDx5EX1+fpKQkxowZw82bN8nJyWHq1Kk0NDQgISEhCOudnZ2oqqpy/fp14SiMj48X10ANDQ10d3eLqfKkSZMwNzdHW1ub6dOnY29vT2VlJWfOnCEiIoLKykoGDhyIpKQk796949q1a4wcOZKGhgZGjRrF6dOnWb9+Pa9fv2b16tWcOXOGgIAAfvzxR0JDQ/Hz8+PIkSMYGRlx4cIFli1bxufPnwWmJT8/n69fv1JcXMyOHTuoq6tjxowZODg4EB8fj5aWFs+ePePixYucP3+eiIgI4WV+/PgxZ86cwczMjM7OTkaNGkVUVBTv3r1j3Lhxgtv35csXqqurqa2tJSQkhEePHjF9+nQxlfz9998xNzdHSkqKM2fOkJycTEdHB9OmTRPXioMHD0ZDQwNtbW3Ky8vp7OwkOjqaBQsWsGvXLsaOHcuHDx9QU1OjpaWF4uJiOjs7xXPK3t5e8DV79eolyPYFBQU0NTVhYGCAm5sbTk5OODg44OzszO3bt7l//z5//vkn7e3trFmzhpMnTzJs2DBKSkowNTVl2LBhuLi4ICUlRVRUFOfPn6e9vZ3i4mKmTJkiJlwfPnzg4cOHqKioMHv2bCorKzl27Bi7du1i+/btLFu2DGVlZQIDA6mpqeHr168oKyszdOhQPDw8iIqKYuvWrWRmZgrkhZWVFbGxsVy5cgU5OTnk5ORobm7m/v379OnTBwcHB1RUVKitrUVdXZ3Q0FBsbGzYs2cPfn5+qKioUF5eTlRUFB4eHnz79g0rKys6OjoIDAxER0eH/v37079/f1JTU/Hz88PPz4/i4mJhGSovL2fQoEFYW1vj5OTEypUrBdVh/PjxSElJ4evri62tLS0tLTx9+pR///vfpKenC5bgsmXLxO9hYWEh79+/Z/To0fzwww9ISEgwfPhwioqKePbsGWvXruXVq1cEBQUJXZ6FhQVxcXFs2rSJEydO/JNR+0/X8ePHt508eVL4GwcOHEheXh4KCgooKirS1dVFTk4O69atQ01Njfr6eiIiIlBUVOTdu3f/v5u0ntXW1sbLly85evQoFy5cELDJPn36ICEhQWRkJCNHjmTZsmVs2bIFGRkZFixYwNWrV9HW1iY+Pp7MzEzS0tLo06cPWVlZXL9+nXPnzlFcXCyUMXJycixdupQxY8aQmZlJd3c38+fPF800WVlZ0tPTaWho4NWrV4SFhVFfX4+cnBza2tpYW1vT3t5OWloaUVFRjBw5kn79+lFSUkJhYaHAe7S0tDBu3Dhmz55NW1sbWlpa9O/fn7t37wrR8ZUrV4iNjSU/P5+0tDR0dXVJSUmhtbWVTZs2kZiYyIoVK8jLy+Ps2bPCi9fTdNPR0SE6OhpJSUkuXbrEDz/8wA8//ICRkRElJSX4+flhZWVFSkoKSUlJfPjwgfv37+Pn50d0dDSKiopUVlby9u1b0XqVlpamtbVV8O02bdqEjo4Onz9/FtfZpqamhIWFkZmZiby8PKqqqgwZMoQbN26Qn5+PrKwsa9aswdzcnF69euHi4oKenh7z5s3jjz/+QEZGBklJSZSVlblw4QLPnz9HXV2dtrY23rx5Q3BwMNXV1cjKynLx4kXx8ILvuBItLS2BucjKyhIP640bN/Lvf/9btNc8PDwYOnQo6urq4t/Q1tZGW1sbHR0dampqcHFx4fnz5wQGBvL69Wv69etHd3c3b968YdOmTTQ2NqKrq0ttbS0DBw7kxo0bpKam4ujoiIyMDM3NzUycOJERI0YwZswYrl+/zoQJE4iPj0dCQgItLS3u3btHdnY2Tk5OxMXFYWtri7KyMm5ubhQVFeHp6UlpaSl9+/alu7ub2tpaWltbsbe3JzAwkIiICJSUlLC0tERPTw9ZWVk8PT2xsrLi1atXAnTZr18/TE1NaWlpQUdHh+7ubiorK+nfvz8LFiwQSiJ7e3vu37/P8uXLGTBggAhrKygokJWVJTAamZmZGBsbExsby8iRI8nLyxON3MjISMLCwhg+fLiQe3d1dfHs2TN8fX0ZNmwYR44cYd26dZiZmSEjI4OLiwu1tbVMmDCB2tpa0cabMmUKf/zxB01NTSxYsABpaWkiIiIwNDQkLi6OS5cuCaXR/PnzRW60qqoKOTk5KisrUVZWpra2lr59+zJhwgT+/PNPHjx4gKysLEVFRQwcOJDY2FgaGxspLCxk3rx5BAcHc+nSJcE46wEzX716lZKSEp49eybwCD/99BN//fUXHh4eGBsbU1JSwv379/Hy8sLV1ZXExESCg4NZvnw5d+/e5fr16zg6OrJ69WoGDhyIqqoqERERqKqqMnLkSG7dukVoaCh3794lKiqKK1euYGpqyrVr17C1tcXe3p6KigpCQ0PR0dEhLS2Nuro6vLy88PLy4s6dO+jp6dGrVy969+5NXV0dKioqvH//HgkJCW7cuEFubi4//vgjM2bMwMvLS8RI5s2bh7OzMwUFBQwaNAgbGxs+ffqEgoICX79+Zf369YSGhlJbW0tdXR0XLlxgx44d9O7dW1zfDho0iLKyMqysrNDS0uLNmzeMGDGCK1euUFRURHZ2NqGhodjZ2WFiYoKRkRGampqMHz8ePT098dx2c3Pj6dOnGBkZIScnR3V1NTNnzkReXp7U1FR8fHzw8PDAw8ODuLg4zp8/j7e3Nzk5OaSkpNDc3MysWbNYuXIlhw4dwtfXl4cPH+Lu7o6RkRFmZma0trZy5swZEhMT+eWXX/jpp594+/YtO3bsQFJSktevX7Njxw46OztxcHAQV74XLlzA398fU1NTFBQUMDY2Fl+7nZ2d+Cx9+PABPz8/NDU10dHRobCwkKFDh/LixQsBqT579iwKCgpMmjQJJycnbt68ibOzM3JycmzduhU/Pz9qa2uJjY2lvLycuXPnkpuby9ixY4X398mTJ7S2tnLixAnu3LmDrq6uGH7Y2Njg7e3Nw4cPOXbsGIaGhtTU1ADftVlfv34VJZWNGzfS3NxMdna2sIxIS0sTHx/Pt2/fsLe3p6ioiEuXLnH37l0mTpxIXV0dUlJSwroQGRnJ48ePefr0KVOmTEFKSoqSkhLk5eV58eIFixcvxtXVlYyMDDo6OnB2dkZaWpq5c+cSHx+Pq6srMjIyzJw5E3d3d3FA7zlQysvLY2FhwcKFCxk1ahR//PHHP63P/3QdOnRoWw/R/tChQxQXFzN//nzq6upQUFCgra2NqqoqcdrX0NDAw8NDPDC/fPnyv/y7169fj7m5Obdv36ZPnz4UFhYyZ84czp8/z549e5g8eTI3btwgKCgIS0tLDh48SGZmJuvXr0dBQUEASU1MTOjfvz/37t0T0MyewHcP8HPw4MHU1dURGBjIu3fv+Pvvv7l+/Tr6+vqsX78eGxsbysrKBD8pPT0dfX19QkJCqKurw8jIiPv377No0SKuXLmCnp4ehoaGghOUnJxMbm4uu3btIiMjg0OHDqGuro6pqSmWlpZERkby/v17ADZu3Eh0dDSRkZG0tLQIafDNmzdpaWkhLCyMtLQ01q5dS2pqKjo6OiQlJVFYWMju3bvJyspi0KBB+Pr6cufOHSZMmEBzczPt7e3Mnz9ftJEmT57MiBEjWLVqFe3t7TQ1NfHzzz9z6tQpWltbBVh3165d6Onpoaury+nTp1m1ahUvX75k0aJFQjM0b948wsJMa3NJAAAgAElEQVTCePnyJW/fvkVKSorbt2+zZ88exo4dy/79+zE2Nhbwy+joaF68eIGEhASVlZVoaGhQX19PWloaampqjB49mkGDBomN7MqVK4mMjCQpKYng4GAqKirQ1dWloaGBpKQk5s2bx82bNwVO4s2bNyIM6+rqKqYsoaGhfPr0icePHxMYGEhlZaV4cfv5+QkY84cPH/jtt99QVVUVm8ro6Ghxav3w4QO9e/fm7du3qKurIy8vz9ChQ3n48CEDBw6kvr6euXPnUlVVJTAaVlZW2Nra0tTUxJUrV6ioqODo0aOcOHGCr1+/IiMjQ0xMDC9fvqSmpoaEhARGjBghskv5+fmcO3eO0aNHo6KiwrBhw0hKSqK6uhpHR0dycnKorq7m27dvjBo1imfPntGnTx8uXLiApaUlO3fuxNvbGy0tLQoKCoQsetGiRYwZMwYDAwNqa2upqanBzMyMdevWsWHDBtavX8+5c+dQVFTk0qVLuLm5YWRkhL+/P3v27CE9PR1JSUnGjx+Pjo4Oz58/p6ioiFu3bnH16lV++eWX/xamnjFjBjo6OkRGRjJ69Gjk5ORITU2lpKSE+vp6+vXrx8SJE5k4cSJBQUHU1dVx7do1QkNDRVnD19eXt2/f0q9fPy5evMiZM2eYOnUqFRUVNDU1iRbb169fiYuLw93dHW1tbaqrq/Hw8BD/1+rq6hQWFqKrq0v//v3JyclBUlISe3t7Jk2aRFtbG6qqqiLjWVJSwowZM/j06RM1NTU0NzczZswYAFxcXMjJycHS0pI1a9aQm5tLTU0Nu3fvJjg4mOTkZC5dusTEiRORlpbm2LFjJCYmEhkZyf79+7GysuLu3bvMnTuXmJgYtLW1uXr1KlVVVQJxY2tri4qKCtnZ2aiqqjJ06FBGjhxJbW0t/v7+XLx4kRMnTrB9+3ZiYmKwsbGhubmZ6upqDh06xJQpUzAyMuLgwYMMGzaMw4cPM3PmTKqqqjh+/DghISGCUXf37l3Wr1+Pqqoqq1ev5suXLwL4+ssvv5Cdnc27d+8IDQ3FwMCA1NRUZs+ejb29PQ0NDSQkJDBs2DDKy8sFnqRnIv/lyxeys7NRUVGhurqakpISfHx8BAQ8KCiIS5cuoa2tTf/+/SkoKKB37940NDRgaWlJa2urmGj27t2b9PR0+vfvT0REBN7e3rS0tKCsrExBQQHy8vIC06SqqkpdXR0HDhxg3bp1ODs7s3btWuLi4rC2tsbNzY0NGzaIjLGcnBwaGhoiT6uvr09nZydZWVnY2dnh6OiIqakpQ4cOpb29XZRLejiJHz9+JD8/Hx8fH7KysvDy8hLlkpiYGGbNmkViYiJ5eXkia1lbW8uiRYv4+++/sba25vHjx2hra9Pa2krfvn0pKyvD0NCQDx8+YGxszJQpU0hKSkJNTQ0JCQmhFHv+/DkPHjxg69at2NnZkZCQIADg27dvx9XVlbKyMqSlpSkpKRFqRD8/P0JCQhg3bhyampqcP38eSUlJ0d7vUUXp6+tjamoqJt1ubm6Cq1lYWMjVq1eZOHEiK1euZPPmzWhoaIgGqqWlJT4+PiQkJNDR0YGOjg4JCQnMmjWL1NTU/+bB/fe//01OTo5w9/bt25fy8nJevnz5H5UJpP8H9jn/1y8pKSnRJOvu7mbw4MFERUUJMOLKlSuFs/HgwYOYmppSWlqKkpKSaDtOmjTp//P3Ll26lCFDhgCQm5uLnZ2dACM2NTVx/PhxXF1duXTpEh8/fsTDw4MjR44wcOBAOjo6UFNTo62tjfv37wPfH6I9I+ceQXZ9fT2WlpacOHGCsLAw+vXrh7S0NJs2baKmpkZIzHfs2AGAvb29eHn2kLq3bdtGWloa7u7uBAQEiNB2z4t1+fLl7NixQ0hzu7q6qKys5OjRo/z4448oKSmhqKhI79690dTU5MCBA8TFxeHq6srs2bORlJTk7NmzaGlpcerUKQCSk5P5/Pkzd+7cQVVVlePHj6OnpycmQz1gR3l5edTV1Xn69ClDhw7l48ePYgp16NAh8TDscY4qKSmxfPlyFi5cyMaNG4mNjWXSpEkcPnyYr1+/cuTIEUaMGCHAicnJySQmJlJZWcmdO3doamoiNjYWGxsbSktLGT16NJMmTWLq1Kloa2uzf/9+Lly4gLW1tfg59+AO1NXVSUlJQVZWFjk5OW7duoWysjL37t1DUlKSjo4Oxo4dS1xcHAoKCmRnZ4ufbUREBLm5uQwbNgxPT0/a29uRkZHhypUrZGVl4e/vz+fPn7GyshJak40bN9LV1SXguAcPHmT06NHo6OiIxrGJicl/+1r37t1Lbm4ufn5+DBo0SISO58+fD3yHRGZkZNDc3Ex4eDhNTU2oq6tz69YtkpKSMDAwYO3atSxdupSPHz9y7NgxOjs7UVNT482bNwCCGN/W1sa4ceOQlpYWG6729nb++OMP5syZQ2RkJA0NDRw8eJAdO3YgISHB5cuXge/yb21tbfFZUFJS4tixY/Tt25fY2FhcXFzo6Ohg586dDBgwgOrqavbt24ekpKRoYcnKyrJx40aBiejRXVlZWfHs2TNevHhBdHQ0NTU19OvXjwcPHjBv3jzi4+N5+fIl8B2u3FOasbGx4ciRIxQXF7NmzRoGDRrEvn37ePDgAU1NTXz+/BkVFRUsLS25ceOGgG+uXr1atJJtbW1xdHQUG4oetVNGRgbLli3D1NSUSZMm8erVK27cuMHSpUuB757b4uJiweWSkpISzMcePY6xsTE+Pj48fPiQ9+/fY29vzy+//IK6urp4jj1//hwjIyMBfraxsUFVVZV9+/YhLS1NUFAQQUFBtLa2Mnv2bIKDg2lqahLooidPnpCbm0tpaSmvX7/GxsYGGxsbpKWluXbtGpcvX2bixInk5+cTFRUFgK+vr/h9Bti+fTvu7u74+fmRm5tLQkICERERKCsrA7Bz507Wrl1LXl4eNTU1hIeHM2TIEKqrq8XnVkNDQ7ggJ0+ezNOnTxk8eDD79u3j4cOHvHz5kn379nHv3j2sra2xs7MjKiqKpqYm1q9fD0B8fDxfvnwhJSUFBwcH9PT0sLCwQE1NjREjRnD37l3c3NyEWsnKygpNTU1xsAaor6/HxcWFnTt3smrVKo4fP46JiQnBwcFUVlaybNkyIiMj8fX1pbS0lPDwcIEc+a/B+CFDhnDq1Ck+fvzIxYsXiYqKIisri66uLqHp++WXX+jVqxe+vr4kJiYSGxtLYmIi8F0gbmpqKhAfvr6+DBkyhH79+gnlYI/r9ODBg8JM09PsBgTu6e3bt9TV1bFo0SJMTEyYPHkyT5484cWLF3z+/Jnr168TGBhIZmYmlZWVYioH3yX1W7dupa6ujtOnT7NmzRoB1f7rr79ob28nJiaG8ePHIysrS0BAAK9fvwZAX19fPAvl5OT49ddfsbS0pLm5mTVr1rB//37s7OyEa3bfvn2oq6tTXl7OsmXL8Pf3F8/CmJgYJk6cSHd3NxUVFZw8eZJDhw7x008/0dnZSXl5OePGjWPp0qV4eXmxbt06ampqhEoKvgN4PTw86NWrF1u2bMHDwwOA9vZ2fv75ZxITEykpKWHOnDlISEjQ1NREc3MzRUVFAkBcV1dHc3Mzfn5+TJgwgQ0bNrBx40YyMzN5+PCh4Hr+n9Y/EzW+tz537twpSMxOTk44OzsjJSUFfM/2bNmyRdTy3dzcePHiBWvXrkVGRoYvX75QXl4uRrI9a968eYILlZycjJ+fH+PGjSMmJoaxY8eSnp7Os2fP8Pf358GDB/j7+6OlpUVoaCiDBg3i3bt3SEpKCg6Pqqoqc+fOZeDAgZiYmPDhwwfS0tIwNTVl1apVLFq0iOfPnzNnzhy2bt3K6dOnCQsL48SJE2zevBkXFxfev3+PiooKrq6uSElJIS8vz4ULF1i6dCl9+vQhPj6ebdu20d7eLlAdPdgLCQkJlJWVCQgIQFpaGhsbG2bPns2XL1/w8/Pj69evBAUFER8fT0xMDHPnzqWsrIw9e/Zw8OBB5OTkqKuro7GxEWdnZwHFbG1tpaamhp9++gkZGRnmz5/PyZMnWbhwIeXl5URERNDS0sL169cpKysjNDQUT09PzM3NuXXrFtu3b0dHR4cLFy5QWFhIXV0dqamp2NjYsGrVKubPn8/169eZOHEio0aNEugQ+L4h+K+5r40bN3LgwAEGDBjA2LFjaWlp4eXLlwKTUFlZyevXrzEwMGD8+PHiZdijYdLW1iY8PBxJSUlu3LiBiYkJGhoaYlrW05ANCAhg9OjRvHnzBiUlJa5duyYq4FVVVaxcuVKAYJcsWcLhw4fR0tLCzMwMZ2dn7OzsuH//PnJycvTp0wdlZWXq6urw9vZGVVUVU1NT5s6dy/79+3n58iVSUlJcunSJyspKbt68iaSkJLm5uaLan5aWRkpKCm5ubiLj0SNvNjY2FqdMCwsLoQ5buXIlNTU1Ao7c0yR0d3fHw8MDKysroqOjcXZ2JjMzExUVFQwNDfntt9/Ytm0bKioqYsPek9Wprq4WrdWnT59SVFSEkZGRYO2FhITQ1tZGU1OTkI6PGjWKGzduICUlxerVqxk1ahSjRo3Cw8NDXOkEBwcTExNDUFAQFRUVyMjI4OXlhZ+fn7BQzJ49mxkzZmBpaYmioiLq6uqiyTt48GDevn3L9OnThRZHVlaWsLAwAgMDkZeXp3fv3pw+fZrevXsLjhJ837hqa2szbNgwjh07Rnd3t2iNKikpcfv2bYYOHYqysrKQ1ffAsKurq7GyssLJyYm3b9+yf/9+UlJSMDU1RV9fn7a2NuFhbG5uFhJpU1NTjh07xoIFC0hNTaWrq4va2lqGDRuGgoICiYmJGBgY8NdffxEcHIyWlhYBAQEsX76cV69eMWnSJKSlpfn06RNZWVnMmjWLH374gejoaFxdXamrqxNoCWtra3r16oWFhQVDhgzh4MGDaGpqUlFRQXd3N6qqqnz48AFLS0v27t3LiBEjeP78Oenp6eTn53Py5En69u2Ls7Mz2trauLu7ExwczKRJk/j9999pbGwkISGBJUuWYGFhgbW1NY2NjQIv1AMVLygowNzcnLi4OFasWEFjYyPHjh1j8eLFfPv2jfnz59OvXz8KCwtJTU3FxMQEb29vHBwcMDExERuJmTNn0tLSIpr9x48fR05Ojk+fPmFiYiK4a9LS0hgaGnLy5EkePnzI9OnTRWbsxo0bGBkZsX37dlRVVVFVVeXw4cP07t0bKSkpwderqqpi9uzZgt8nKyvL06dPRdPd3t4eJSUlbGxsRJb1jz/+4Pnz58jJyQn1l6OjI2fOnGHEiBFkZWUxZswYKisrOX/+PKqqqnR1dREdHU1WVhbBwcGkpqYyZcoUgV/q6uoSxho/Pz9h1WhrawPAw8MDe3t7du3ahZOTE9LS0qxevZq9e/cKJpu8vDx2dnbk5eVhamqKm5ub2KxlZWWRmZnJu3fv2LNnDxs2bBAMQx0dHSorKwkKCsLFxQVJSUkmTpzI+/fvcXBwEJaUzMxMoQ3sYTbu3r2bw4cPY21tjZWVFYMGDUJSUpLi4mJGjRrFxo0bsba2JjMzk3nz5nHt2jUuXLjArFmzkJSUxMLCgq9fv1JTU4OTkxO7d+/GwcGB9vZ23r17h4+Pj9ALvnv3juTkZH788UeCgoJYv349Q4cOZf/+/ZSUlGBhYYGlpSV5eXlER0eTmJiIv78/CgoKos0/efJkNDU1qaur4/nz52RmZv5z9fmfrmvXrm3reaEOGDCA9PR0sbv+/PkzR48eJSIighMnTrBkyRLMzc3FRio0NJRbt27h6+srpiQ9ihUdHR2MjY1RVFREUlISOzs7IVCvqqqiu7ubwsJCXFxcaG5uZt26dbi5uTF69GgcHR3p3bs3dnZ27Nq1i9TUVLS0tNi2bRtHjhyhtLSUpqYmFi9ejKqqKg4ODhQXF/PXX3+hpqZGeno6y5cvB0BHR4f4+Hg+fvyImZkZ0dHRNDU18eHDB6ytrdHW1iYjI4PZs2fj5eXFmTNnxPSsJ7vy6dMn4Ya8efMmoaGhFBQUkJ+fj5GREa9evaK7u5usrCw0NTVxcXHBzMxMKG9KSkrQ19dn1KhR2NraUlJSwsCBA8VLuIfsr6mpyfDhwwkICGDGjBkUFBTwww8/MG/ePAwMDOjo6KC5uZna2lqcnJyYPXs2FhYWHDt2DAUFBeA7HDc2Npb29naxEbG3t6etrY28vDwh2W1paUFOTo6PHz8SFhbG7t27OXnypNh4aGlp8fnzZ1JSUggJCSEkJISioiJyc3P56aefuHz5MikpKZSVlQkpt5mZGYGBgSgoKODm5oaNjY0I/quoqBASEoK3tzeDBg3i2rVr3Lt3jxEjRuDp6SmyZj00+9raWnR1dfn27RsaGhp8/vyZ8vJyURvvyfYdPXqUx48fExERIRyQe/bsEfkvBQUFXr9+jb+/P0OHDuXJkyf07t0bWVlZrly5gqOjI2ZmZujo6HD79m10dXUJDg6muLiYZ8+e8fHjR+Tk5IiLiyMoKAhbW1uKiopQVFQUBO4RI0aIn5G0tDSZmZn8/fffyMrKYmBgQGtrK2FhYRw5coSRI0dSWVlJXl4eMTEx7N+/n7Nnz4rau4GBAfLy8piYmIjrrKamJhYtWoSrqyuurq4MGjSIyspKKisr+de//iUUYM+fP0dZWZlv375x9epVzpw5g6amJr///ju//vorGRkZNDQ0sGXLFsGRMzY2xtbWlpMnT3Lq1CmSkpIwNzdHQ0ODPn36YG1tjbS0NGfOnAG+085nzJjBtWvXsLKywsXFhTFjxuDi4sK2bdsEsf7kyZMkJSWxYMECdHV1sbW15fHjx5w7d04YFebMmcPHjx8pLy9nz549SElJoaGhgbKyMjU1Nejp6dGnTx/69u1LW1sbYWFhtLa2ij/rCXvDdzxFeno6/v7+xMXFsWrVKpEL1NTU5P379yQnJ4uMoI2NDdXV1bx7947AwEB+//13pkyZgoqKClJSUsJikJqayvDhw1FXVxdi+2nTptHc3Iyuri7btm1DW1ubiIgIXFxcGD58OE+fPuXy5cvMnDlT5JakpaVxd3enqamJwMBAcaBQUVFhwIABwq6SlZXFqFGj2L17N2pqalhbW+Pt7U1ERATNzc1UVFTw+fNnzp07h5WVFcuXL6e7u1sAYpOTk6moqGDkyJEMHTqUwsJCnj17Rnh4OBUVFSgo/D/s/Xk01mv//40/JPNMZilEKEopkihtlEqh0bYbNGqetuZxt9OopHE3t0tlN4+aECoZIiRRySxzIVS4/3Cdx31da33X977u3/r98ft81++91l57OZd1xun9Po7X8Xo9n4+nAtLS0iQkJODq6sqOHTvIzs5m8uTJjBkzhnHjxvHXX3/h5OSEvLw8Hz9+pHPnzmzcuJEtW7bg6upKamoq6enpyMjIEBYWxi+//EJcXJwo1ocPH87379/R0dHB2tqa6dOn8+eff7Jp0yb+/PNPunfvjo6ODqqqqixYsICbN2+KQ/iQIUOIj48XMYCPHj0iKSkJPT09tmzZgp2dHVJSHalDz58/F+uPpJPW3NxMTEwMz549w8LCAi0tLYF8qq+vp0+fPqioqHDjxg0CAgJELOHNmzdZtGgRV65cESkJkkSL5cuX8+LFC0aMGIGKigpdu3bF399fGCJ27dpFXFycMFyoqKiwYcMGCgsLRTqIBEdUXFxMUVER586dIz4+HkVFRa5du0ZlZSVv3rzh58+fREdHs3LlSrKzs+natSsvXrxgxYoVFBcX8/HjR2Hok2SeamlpsXDhQvG5vHnzBlVVVUpLS/Hz86OoqEhgtkxMTNi1axcWFha8fv2aqqoqvLy8xF46duxYNDU12bFjB/369UNaWhp7e3sUFRWFScXc3Jzq6moGDx7MmDFjOHLkCBMnTmT//v3MnDmTT58+oaysjLOzMxs3bmTq1Kl8+/aNmJgY5s6dS1VVFYaGhjx8+PC/KtT+R44+paSkpIEUoKS9vX30v71+AAhsb29X/tfXm4FP7e3tZ/5379fc3IyPjw8KCgrs2rULdXV1nJ2d2b17NwBdu3Zl6tSpAtgZHBxM3759SUlJYeDAgYSHh3P9+nWSkpJwcXHh4sWLBAUF8fbtWxISEgDIy8vj9evXDB48mLq6OvLy8sQNZGlpyY8fP3B2dkZZWZm///6b3r17k5aWRt++fdHU1AQ6xh/R0dFoamqSm5vL6tWrefbsGadOnSIoKAgFBQUiIyOFKP79+/cYGhrS2trKpUuXgI4OkiR4+evXr/Tr14+fP39SW1vLypUrWblypRBjQsdCsH//flasWCGSCSSnChMTE4KDg7l//z5WVlYisaGgoICsrCw0NTVJTU3F3Nwcd3d3Jk+ezKZNmwDo37+/AEOWlZUxatQo3r59i5SUFAcPHmTfvn3Mnz+foKAgvL292bZtGx8+fKCkpESMPktKSjh37hzbt2/H39+fL1++cOvWLU6fPi02b+gYccyZM4f29nb27t1LSUmJyBUMDQ2lT58+ODk5sW3bNl69eiU4TVVVVcKtZ2dnR0hICJqamvj5+fH8+XMxUjQxMcHExITPnz9z7tw51q9fT1FREZ06dRI5g2ZmZqioqKCnp0dzczPt7e08fPhQZPUlJiZy9OhR0tPTSU1N5enTpygpKZGYmCgy8Pr27YuZmRlGRkZs2bKFb9++sXPnTtGS/+effzA1NRWMsk+fPqGoqMizZ8+oq6vD2NiY/fv38/vvvwsH34gRI3jx4oX4uwwYMICHDx+KMGFJlqckv6+goIClS5dy584dMjIyAFi7di0LFiwQP4cE+Oro6IizszNFRUW4ublRWFiIvr4+Hz9+ZNasWWzYsEG0/l1cXAgNDRXF9r179xgwYABdunTBzs6OXr16UVpayo0bN0R+4siRI8nIyODdu3di3G5hYSGgqJaWlpiYmLBixQrmzp3Lq1evkJWVxcvLi6amJlxdXSkoKEBLS4u8vDyWLVvGmTNnaGhoEHBnOTk5Tp06RWBgID179mTkyJFIS0sTFxfHwIEDefDgAWpqaoJLePPmTcaOHSu0KNCRKWlhYcHy5cuJiYnhxo0bnDhxQnRply1bxunTpzl58iRqampCNnDp0iW2bdsGwNmzZ7GxsSEyMpJBgwaRkpKCpqamcLNJgLXTpk1j0aJFLF26lLVr1+Lj4yMyPyXh5ZJ7ZcKECZiamqKgoCCgvDU1NVy7do2dO3eKTsSUKVPIzMwEwMrKinHjxvH06VOys7MBuHnzJiEhIYwbNw5DQ0Pa29sJCAigW7duvHjxAnl5eUpKShgwYADQkWtbUVHBsGHD0NfXF8/zuXPn6N69O7t37yYvL4+bN28KiHBKSgo/fvwQDubW1lZGjhwpHLBGRkY0NjZiYGAgijxLS0tUVFSIjo4WiSvl5eWio15cXCwME/fu3WPbtm3CGDJo0CA+fPjAypUryczM5OTJkzx+/Ji5c+fi5uYm8jElm3dRURE/f/7EzMyMtWvXcvDgQUpKSggJCWH//v0kJSVx7do1Xr58KbRcampqQEc+5pUrVxg7dqwwFoSEhNDa2ipMa7NnzyY7O5sjR46IA8KwYcOYNGkSAJ8/fxbZvIMGDeL06dOoq6sTHBwMwNGjR1FVVWXgwIHExsaSkpLC8uXLuXTpEs+ePQPgt99+Y//+/YKjBmBsbMzs2bMBGDhwID179mTnzp3isC5xGU+bNg2Auro6evbsSUREBDNmzCAnJ4dx48YRExPD58+f8fDwQFNTk+TkZHFwCAgIEFxIQORhvn37lqSkJB4/fsyWLVvYv38/gwYNora2lsjISPz9/YmKihLuTIneGGD06NG0trYKsPXjx4+FEVBZWZnJkyfj6ekpTF0hISHo6Oigra0togwl8OZff/2Vd+/eYWZmxoIFC7C0tBSHIjU1NY4dOyYOcX369GH69OlC9iBhrmZkZNDS0oKysjIzZswQI/r/9vofWagBS4C3gKrkBSkpKXtA4/+TN2toaKCiooJu3boJUOSlS5eIjIwEICIigvj4eNLT07G0tGTKlCl4e3uTnp5OUlIS3759Q1ZWlj59+ojxyvXr11FUVBSLk729Pbq6ugwcOBBHR0eOHTuGmpoavXv3FkVFcXExNTU1nDt3Dl9fX0aOHImMjAy2trYA+Pv7k5OTQ2lpKY8ePeLUqVNCcK+vr09UVBRxcXGcPHkS6ADFPn36lC9fvjB6dEc9KysrS0VFBRMnTsTR0ZGWlhbk5ORITU3l3LlzuLm54e/vj4yMDMnJycTGxhIZGUlYWJgI0FVVVWXTpk3cuHGDPXv2IC0tjYWFBVZWVqSkpGBhYUG3bt1QVFRk0qRJxMXF8fnzZ9LS0oT2p729HXNzcxFmv379el6/fo2MjAwNDQ20t7fz+++/U1NTI+CEEp3dnTt3gA7ti729PZGRkXh5eXHu3DlMTEyYMWMGT548obi4WCAEANLT0ykrK2P+/Pmi+O3WrRs9evQgPj6e/fv3o6Ojw969exk9ejSrV6/m+fPnQrPg5uZGRUUFnTt3Fic86NB9ycvLC23Fy5cvGTt2LHl5eZw4cULkSEpchJ8+feLAgQMoKSmJTeP169cCaPro0SOB+KivrxfZn/+6zyksLGTTpk28fftWZAoCJCUloampyY0bN4RjytraGg8PD1JSUnj+/LnoBBkbG3P27Fm6devG7t27uX79OtARdmxjYyM+n9DQUGbPni1cygoKCvz5558kJSWRkZEh9E/fvn3j9u3bQIfm8927d1y8eJGZM2fy5csXevToQVxcHL179xbCagmY9OXLl+Tk5HDu3DlUVFSADi1UfX09Ojo69OvXj5KSEpqbm8nIyGDatGnk5+cDHbqaRYsWsWXLFh49esSePXsIDQ0VP4e3tzcjR47k+fPnDBkyBHNzc1JTU8nIyBDdRkmXIjU1FScnJ7B3eJQAACAASURBVPH8AJw4cYJZs2YJfVSnTp24d+8eV69epbm5GWdnZ1paWhg0aBBnzpxhyZIl5Ofn09TUxJw5cwCorKxk3bp1zJ07l9WrVxMfHy+ioaKiokhJSRGUdU1NTczMzAgNDWXMmDHCUT5ixAiePHnCxo0bOXHiBC0tLezcuZN79+4RHx8v4qDq6+sJDAwkLi5OgFQlV3p6OllZWXh7e4vJgYyMDOrq6gwZMoTY2FjWrFmDnp4eV65c4d/TWiQh0zdu3MDGxoanT5/i5OREUVERHz58oHfv3uJwl5ycTFtbG0OGDOHSpUuoqqrStWtXoT9cuHChSArQ0NAQcVW+vr60trZy584d5s6dy9ChQ8XPbm9vLyLxAHR1ddHQ0ODcuXNkZmYiIyMjRkw/f/4U69rmzZvp3bs3fn5+NDU1sXz5ci5evAh0BJjb2tpSUVGBgoICkunSxo0bMTAwYPTo0ezZs0cI701NTTE1NWXSpEnisy0sLERJSQlTU1OuXr1KWFgYZ86cwcnJidraWk6dOoWHh4fQab169QpjY2O6d+8uNGrTpk3j77//prCwEA8PDzw8PPj48aOARr969YovX75gZmbGlClTuHbtGmfOnKG4uFjoQkNCQpg6darQykoAuQsXLuTly5cEBQVx6tQprl+/zrJly7C3t8fHx4ewsDDKy8uBjgP4hg0bhDSgrKyMsWPHsmHDBpEBbGFhIUZ7ubm5SEtL07NnT3FIq62tRVZWlh07dgjnqZubG9OmTePRo0ccPnyY7t2709bWRllZGZqamjx//pyqqiqh6yooKODo0aPMnTsXGxsb8fqwYcOE4zcrK4v169fTt29fXr58ya1bt5g9e7bIpgZwd3dHXV2djRs3ivs3MTGR4OBg9u/fT35+Pnl5eTg5OeHh4cHy5csZN26c0NtJkDESnZ+kUE9JSaGsrIydO3cCHQ2U4OBgioqKsLe3/49DGiBiB2NjY7l27Rre3t7cunULHR0dPnz4gJSUVOO/vlUKUGqXnL7+7ZL6X7z2/9OXlJSUEXAW+BNY3t7ePvpfHbbHgD+Q928dtZVAUXt7++X/3Xv27Nmz/dGjRyQkJDB+/Hg+fPggtFMABgYG6Ovr8+XLF4Fq8PX15c6dO1RUVDB06FBmzZqFq6sr4eHhAntRWlpKTk4OAKtWrcLX15eSkhLk5OSIi4sjPz+fmpoa+vfvL7Qie/bsoaSkhH379gmhubu7O9Cx4F+4cIFjx46xdOlS5OXl0dbWRl5enuXLlzNs2DD27dvHzZs3xYhw2LBh7N69WzxISUlJeHt78+7dOxHS/P37d3r27CkYMJLr27dvJCcn8/HjR7y8vEQHJT8/H0tLS1xcXAgLC+PGjRvExMSwZ88eZsyYQUpKChcuXGDevHlcuXIFW1tbPn78yJgxY0QHKT8/n65duzJmzBiePXsmhM2NjY28ffuW0tJSlJWVWb9+PfPnz2fWrFns2LEDGxsbUTg9efIEKysrpkyZQmlpKV++fBGj15KSEtTU1OjcuTOmpqb06NGDoKAg6uvrmTx5shgL//XXXwwbNgxfX18mTZqEvLw8mzdvxtvbGyMjI7Zu3Yq7uzunTp2ioqJCCGgnTJjAwoULAYTDb+fOnWzYsIGqqioKCgr48eMHR48exd3dXTDV1q9fz+bNmwVv7d+LPVNTU968eUN9fT0qKio8fvyYmTNnoqmpSVhYGNevX2f16tWMGDGCv/76i0mTJqGmpia6HXPmzCEoKIioqCi2bNmCubk54eHhyMrK4urqyqNHj/Dw8EBLS4vz58+zZMkSnj59ytChQ9m/fz8ACxYsID8/HykpKfbu3SsC7yVcIkk+5pw5c9i6dSsTJ04kNjYWV1dX0WG0trYW3RYrKysWL17M5MmTycnJ4evXr3h6ehIdHY2Ojg5ycnIieDk7O5uXL18CUFFRQUZGBo6Ojty5c4eoqChMTEyYNWsWiYmJ1NbWMnToUHr06EFlZSUvXryguLgYS0tLUTAYGRkRFBSEqakpnTt3JiMjg9OnT3PkyBFhfHn8+LFIDVm8eDHh4eGUl5cLI5G6ujq5ublUVFSgqqpKp06dcHJyIiMjA3Nzc54+fcqYMWOEyDogIABVVVUWLlwo4tw2b94sRuOpqalYW1sTHh4uCo/IyEixOSxbtowxY8ZgaWnJwYMH6d27NwBpaWloaGhw6dIltmzZQmNjoziwPXr0iK1bt+Lq6srKlSvZunUr5ubmXL16lVWrVpGVlSWeF09PT5qamrCzsyMhIYHbt28TGxvLmTNnePHiBa9fvxaE/lu3brFnzx6+fv2Km5sbAE+fPqW9vZ1Vq1Zx8eJFXFxc6NGjBzExMZSUlBAQEMC5c+ewtbXl0KFDhIaG0tDQgKKiojgMdO/eHWNjY759+4aenh6ZmZk8e/aMtWvXcvv2bYqKilBSUmLatGkkJiZiaGhIXl4eWlpaPHjwAIDLly+zYsUKAgICBPpFgmGJjIxk+PDhKCoqUldXJ6YTCQkJZGVlid9l5syZxMfH8+rVK1auXMmVK1fEeDcpKQknJyfs7e2ZPn06e/fu5dSpU/j5+aGhocHq1auBjkOrZPJSVVVFYmIiXbt2pU+fPnz79o03b96QkZGBvb099+7do7GxET8/Pz58+CD+5hEREezfv59z584RERHBuHHj6N27NxEREeTl5REcHIy7uzsvXrygoKAAW1tbrK2tiYqKEvf6s2fPqKysJDk5mYsXL4qYQkdHR7S0tAgLCyMqKgpPT08+ffrEtGnTuHbtGnp6esLw9vLlS4qLi0U3KCoqClNTU/H/27dv07VrV2bOnIm+vj63b99mzJgx/2GmKysrIzs7m/b2dq5evYqHhwc+Pj6sWrWKYcOG8fnzZ/z8/Ni+fTvbt28nPT2d+Ph4sTZDRzyYqakpmZmZQptsaGiIp6cnv/zyCwDZ2dlYWlrSqVMngYMKDg5mwYIFAMTFxYl97Pz58+jo6CAlJcW7d+/Q0dGhtrYWOzs7FBUVaWlpISUlBSsrK9ra2sQUzN7enqqqKoyMjBg6dCjr168nKChI3MsKCgqMHz+e8vJyli5dio+PDw4ODpw4cUIUcXl5efz48QNra2sAwsLC8PLyonPnzqxatYq8vDzS0tKk+H+4/icWaleAEEAFWPmvQm0J0Km9vX2flJRUg6RQ+28vIyOj9uLiYtE1k8SQSCzrGzduFKOBVatWUV5eTmVlJVu3buXQoUPo6Ohw+fJlrl27hoWFBUlJSTx48ICSkhJxGli8eLEIDT58+DC6urrY2Ngwfvx4IiIiSElJwcPDg8WLFxMXF0dKSgrdunXj/PnzvH//HujQmu3Zs4elS5dy/PhxwdcpLy9HTk4OAG1tbWpqaggNDeXw4cM8ffoUBQUF8RAoKCgQFxeHhYUFP3/+JC4ujmXLliErK0v//v0JDg7G3NwcBQUFpKSkMDY2xtjYmMTERK5duwbAyJEjsbW1xcHBgX/++Yfk5GSGDBlCc3Mz48eP59y5czQ1NXHr1i1x8pLwknbt2gXAhQsXiImJwdXVFXV1dfT19blx4wb6+vr8+PEDMzMzKioqBKCyrKyM8ePH8/z5c3ESvXPnDpaWlmRmZhIYGIi9vT2bNm1i4sSJjBgxgrS0NBobG9myZQtycnJ4eXnRvXt3kpOTKSwsBGDr1q1cuXKF/v37ExkZyYgRI5CTkxP6hba2NoG7GDNmDPn5+cyYMYO1a9eKotbMzAxDQ0Pevn1Lt27daGlpobi4GHV1df7++2+WLFnC7du3kZGRwc/PT2T3KSgoiFHO33//LQq/e/fu4erqSmRkpPi3nZ2dmTVrFmlpaULjZ2pqSl1dHVeuXAFg+vTp5OTk8PjxY2H7//r1K66urkJIXlZWhr6+PmfPnmXatGmsWbNGBI1LfpfS0lJWrFjBuXPnSEtLIygoiOXLlxMbG8vx48cFgsDKykp0e319fdmxYwcAL168EG4tyXuPHDlSdBijo6O5cOGCKNQuX76MkpIS3bt3582bNwAEBARgY2ODj48PdnZ2TJgwgenTp3PixAnKysq4fPkyeXl5vHjxgoyMDFatWkV4eDhr165lwoQJQIekIS8vDzs7O5SUlDh//jxSUlKsWLGChoYGrl+/jrS0NHfu3BFuQj09PU6fPo2WlhaA0FE9f/6c9PR05s2bx9evXwkLC8PPzw9bW1tkZGTIz89HW1ub8vJyFi9eTK9evQS2Z9OmTXTv3l2MuGpra0U2rL6+Prt370ZOTo68vDzCwsJYvHgxPj4+tLe3c+LECaCjkFdUVKS8vBwVFRVCQkI4fvw40dHRWFtbc+/ePczMzJCTkxMC7aSkJL5//y5GOUuXLgU63MG2trYChG1paYmbmxs7d+7k9u3b9O7dm9evX/Pjxw+6dOmCqakpaWlpAMjIyBAaGkp4eDgODg4AhIeHo6KiQkNDA8bGxtjZ2QkN05gxY0SUkIaGhlg/oKOD07t3b44cOYKNjQ2jR4/m+PHjzJ49W+iDevbsKYTr/fv3F2thr169cHNz49KlSyxevJhnz54Jd2lkZCQWFhYiLmnXrl1oaGiQn59PaGgoDx8+BCArK4vly5eLfSAuLg4XFxfs7OyIjY3l3r17TJkyheTkZBoaGggMDCQ/P5/ff/9drEHLli0jODhYhL4D1NfX09jYyOrVq5k+fToLFy4UXStTU1NCQkIYNGiQkDTIy8tjYWHBlClTqKmp4efPnxQUFFBaWoqZmRknTpxg2bJlVFRUYGNjQ0tLC66urixYsECMJePj40U8mJqaGteuXaOlpUXgYNzc3MjIyKBXr17k5+dTVlbGnTt3UFVVFU5JCag3JSWFTp06iRg2Nzc3wsPDUVVVFSYUAwMDHBwc2L59O3PmzOHp06fi/li7di0A8+bNw8rKivHjx1NcXEynTp2E1OXly5d8+vSJ9evXc+bMGU6dOiUczo8fP6alpYWjR48KR+iDBw9obW3F3t6eUaNGERsbS15eHs+fP0dBQYGamho8PT358uULAJqamrS2tgqj3rx585g2bRpbt27lx48fIsPYzc2N2tpa5OXlRQZxYGCg2F/CwsJYtWoVZmZmmJiYiJ8lNjaWnJwcrl+/TkREBKWlpQwfPlwcPCTGqu/fvyMjI4O/vz+1tbXCpGFoaEhDQwPHjh0jPT39/6xCTUpKajTg1d7ePl9KSmoosBKYA0QCQ9vb23/+N4WaVIfisEHytZqamqJkUTlz5gz79u3DwMCA3NxcoOP05u3tTVpaGmVlZUyZMoU7d+5w7do1oqOj8ff3Z/jw4fj4+KCpqUl0dLSgyks6BLq6uqioqKCtrS0KiPr6evz9/cWm2q9fP3F6j42NFSG758+fB+DAgQNkZWXRu3dv9u7di6+vLz9//iQtLY3MzEz++OMPYmJiMDY2Fjq5yMhISktLxaL6/v17li5dyuvXr9myZQu7du2iR48eJCYmcuTIEc6ePUtGRgaNjY38/fffHD58GOho30q6DNHR0SLn7vLlyxw9elQ8SNra2rx69YofP35QUFDAxIkTqaysRFtbm61btwrhc21tLeHh4cK5tnbtWoKDg+nWrZugug8cOJCHDx/St29f8XndunVL/B1XrFjB2bNnWbNmDcrKypw6dQoHBwdsbW25ceMG6urqSEtLCw1idXU169ev5/Pnz/Tt2xfoKMLz8/NpaWmhoaEBAwMDPn36RENDA3FxcSIYWcIXO3DgADdv3mTy5Ml4eXkBHVoXiU4mISFBZIlmZWURHx+Puro6K1euZPr06axZswYXFxcSEhLIy8sTC21SUhKfP39GSkpKFLyNjY1cv36dYcOGISMjI7Ja+/fvzx9//IGWlhbr168Xi6SNjQ2Ghobk5ubi6OjIxIkTcXJyIj09nU6dOrFgwQKio6MFs6+goIDq6moMDQ357bffgI7xent7O56ennTu3JmTJ08ycOBAVFVVsbOzIygoiG3btvHx40f69u1LZmYmqampAj8DHZrO3NxcrK2tBTX81q1bJCcno6urKxyyaWlpPHjwgGnTpgmgsERPJTFPSDoTUlJSREVFAR0dO0dHR9avXy/o4y0tLTx69AhjY2PRgT506BAuLi7k5OSgpKREa2sr+vr6PHnyRHScN23ahJ6eHhMmTGDJkiXIyspy//59TE1NJWsD1tbWFBYW0qdPH6FVWr16Nfr6+lhZWbF27VqGDBkiDj4BAQEcO3ZMdCo8PDy4f/8+dnZ2WFlZicxWieZywYIFPH78GB8fH5G7Wl1djby8vNjgtbW1RVFfVlaGiYkJERERDB48GEVFRfT09NDQ0MDOzg7oKELq6ur466+/2Lt3L9DRxX7y5AmRkZH4+Pjg4eGBBPQdHx9Ply5d0NbW5v379ygpKZGQkCAKVokW6uDBg1hbW+Pm5sb169dpb28nPz+fd+/eCfhqXFyc0Ea9f/9ehGNLdKGS9BcpKSnx83/69InLly8LxISE2bVjxw6ePHlCW1sbNTU12NvbAx0HisrKSvr378+tW7coKiqiuLiYPn36UFhYKMDLR44cITU1lcDAQCorKwkMDOTYsWMA+Pn5UV5ejqysLBYWFgQHB7Nw4UJaWlr48eMH69atE1q3CxcuCHPXgwcPhIbx8uXL1NfX09LSgouLC6ampvz48YMePXrw5MkTgoODWbVqFZ6enoSFhaGjo0NaWhpTp05l/PjxQEfBGh0dzcKFC2lubhbcvDlz5rBs2TJiYmKIjY1FT0+P58+fs2vXLpYtW4aVlZUY49bX13P+/HmOHj1KXFwcOjo6wlgkybiUZE3X19ejrKxMY2MjBQUFApvi6+vL8uXLGTBgAAMHDkRKSoqKigocHR2JjIxEWVmZkpISZs+ejZ2dHQcOHGDAgAG8fv1aSHwuX77ML7/8gra2NgcOHGDmzJnExMRgaGgodLujR48mNzdXGCDevXvHkSNHRBde0n26f/8+mpqabN68mXXr1nH79m3U1dVxcHCge/fuxMbGio6Xv78/5eXlQp86f/58evfuTV1dHd7e3igrK/P06VPGjx9PVVUVUVFRqKioUFNT8x8H5F27donP9MOHD9TV1QkwugRb4+3tjYmJCV5eXmhoaJCUlER0dDTbt29HSkpKsA4le0NGRgaBgYG8f/8eMzMzXr16RWNjI8bGxsyfP5+UlJT/4wq1EOA34CcgT4dGreVf/zX/69uMgY/t7e09/tv3tbe3b9+wYQPKyspUVlZSWFjIvXv3WLlyJdDRhTp06BDTpk1DUVGR/Px8od84fvy4ELY2NDRw7949TExMMDU15fDhw6KNPGLECFavXk1ycjJ+fn7Mnz9f6F9CQ0OxsrJCTk6O4uJiysrKhPW7c+fO9OrVC+jgzMyYMYN9+/ZRV1cnRlQvXrxASkqKUaNGkZ+fzy+//EJBQQG1tbVYW1vTrVs35s2bB3SwxyTdBGVlZSwsLLh8+bKIfZFwevbt20fv3r2Rl5fn/PnzbNq0SYg9s7KyGDRoEFJSUmRkZNDa2kpzczN6enooKiqSlJREVVUVM2bMICEhAWdnZ/bu3Yuurq5IOJgzZw7Hjx8XhVVERAQaGhq0t7fj5eXF2LFj2bFjBxYWFoSEhPDs2TMOHjzIkydPhGV84cKFQudSXV2NtrY20dHRYgPds2cPysrKBAYGkpaWxpcvX3B0dBR6LegYwwQEBHDt2jWWL1/Otm3bUFNTQ1dXl65du/Lu3TuGDh1KTEwMjx49orm5mfLycnx9fcVCe//+fdzc3Ni+fTsTJkzg0KFD2NnZMXLkSLp27cqdO3cE76exsZH29nZmzJjBjh07GD58OIBY6CZMmICPjw81NTUMGjSI/v37U1ZWRm5uLq6uroSGhvLz50+WLl3KxYsXBQwU4OHDhyKe68GDB8ycOVPgLSRgS+jYPOXk5KipqaFPnz5ER0eLcRB0cJ0Ajh07Rm5uLq9fv8bQ0JBJkyYhKyvL9+/f6devHy9evGDs2LHs3r2bpKQkMcZ9+PAhKioqjBo1Cmtra54/fy44UfPmzePBgwfk5eXRtWtXlJSUxDhDQruHjg7BwYMHmT17Nk5OTuzevZvly5eLRbNXr16CpK+hoUFOTg7V1dWMHz+emzdvAtCpUyeysrLQ1dVlyZIlyMjI8O3bN0JDQ/Hz80NdXZ2zZ8/i7+9PdnY2VVVVtLS0UFtby/r16wFEJ/rp06dCT/jkyRNSU1MJDg4mMzMTGxsbgoKCOHLkCIWFhWKsL9HRxcXFCVZbUFAQnTt35tGjR3z9+pX29nZycnJYsmQJDx48QFdX9z8OWX/88QfQIZ7ftWsXc+fOJTk5GTs7O9E1k5KSYsCAAZw5c0Z0Vd+9eyeSSwYPHgwgXObW1tY8ffqU3NxcFi9ezNu3b7l16xarVq0iLi6O79+/Y21tTUREBAMHDhSB6wCdO3emoaGBtrY2+vXrR3JyMmPGjOHFixccOXIELy8vcfhyd3cXB8uMjAyhURsyZAje3t6Eh4ezaNEiAMFZmzp1Ks7Oznz8+JGlS5eK5A+JWFsyUlq1ahWlpaVs27ZNHHpu3brFH3/8wZYtW7CwsODt27c0NzcTHR1NaGgomZmZvH//XoxPJUYWa2trISuQQICLi4s5cOAABw4cwMPDg+zsbJ49e8bevXsZMWKEGLFJOlSS5xg6NKYzZ84kMjISR0dHADEmTEhIICgoiMOHD4tiT1VVVUg8cnJykJWVpampCX19fXJycujZsyc3b95EW1ubXr160dDQwO7du3ny5IkY0zk7O7Njxw4WLlxIRkYGqamp4rO9fv06Pj4+rF+/XkTTeXt7s3btWnR1dblw4QKAiOKSSBecnZ0F5HjhwoXiIPj582dx+P3nn3/Q1NQUv39tba2Qn8jLy1NQUEB6ejpOTk4kJyfj4+PDmjVrOHLkCFevXsXf359Tp04J0DNAU1MT379/Jzg4WDipc3JyePHiBTNmzAAQJp6CggIGDBjAt2/fqKurE00Nd3d3/Pz8BOvQ0dERRUVFdu3aRXBwMLGxsQwdOpSioiISExMZMWIEpaWlVFZWikJx9erVLFq0CHNzc86ePYu5uTnx8fFs2LCB7du3Y2xsjJOTE2pqamhoaLBu3Tp+++03kXgieW4tLCyQlZXlwIEDLF68WNwnQUFBJCUlkZqa+n9Wofbvl6Sj9u+uz3+9/v969Glpadmenp7OvXv3RBRFW1ubOImeOnWK/v378/LlS4YNG8bo0aPZuHEjW7du5datW7x69YqUlBROnDjB7du3UVFRQUtLC0tLS9HtaG9v5/79+1RWVuLt7U3//v15/fo1gwYNYvv27TQ1NXH8+HGhxamtraWuro4vX76gra0NdCyS0tLSvH//HllZWfT09MjLy6O2tpbp06dTU1NDSUkJra2tTJs2jejoaL5//05VVRXnzp0D4MqVK7S0tBAbG4uMjAxKSkp8/fqV+vp69PT00NfXp1evXuzatYuioiJu3rzJ1q1bcXBwwNzcHOg4AR49epS//vpLCJLPnz/P8OHD0dbWJicnh8mTJwur9OTJkzlw4ABaWlpidNGzZ0/i4+MZMmQICQkJ/PPPP4SFhXHq1CkMDAyoqqoSiIaePXuyePFimpubCQsLE3BWiZMzISGB7du3i2w6U1NTtm/fzrp169DS0mLVqlUoKSnR0NAgALqSsfbnz595+PAh1tbWuLi48Pr1azw8PHB1dRWRJBI3lqQYlKA7mps7zgYlJSX06dOH69evM2PGDCIjI/Hw8KCpqYm7d+8K/tlvv/3G06dP+fjxI/7+/ri6ugpg5atXr1BRUcHc3JxLly7h7u7O58+fKS4upry8HFVVVYyNjZGVlaW5uZnXr1/j4OBAZmYmU6ZMATpcc15eXiQlJTFo0CDa2tpQUlIiODiYkJAQYmJiaG1tZezYsUyaNAkfHx+sra1RV1cXepnAwEDWr18vEBknTpxASkqKX3/9lbVr19K5c2dWrFhBZWUlly9fRltbGxMTEzw9PZGVlQU6uq96enrC5HD79m2kpKR49uwZPXr0wNXVlZycHL5//46vr69g6EVGRgonXGZmJhMmTGDBggX89ttvZGZmCvK3jo4Oz58/Jzg4mL/++oupU6ciLy/Phw8fiI+PF3/bqqoqDh8+LHQ52tradOvWDSMjIyorK/n777/ZunWrkA1IMBk2NjbCfZqYmIiCggIuLi4sWbJEdJUvXbokDDW1tbV069ZNxDjZ2NgQFxcnCvnt27cTEBCAmZkZ+fn5eHh4kJycTGRkJDNmzKCkpEQUNdra2nz+/BlbW1uWL18uTECSQjorK4ujR4/S2NiItbU1v//+u1jHjh8/LkaVffr0ITQ0lKFDh/6H7s/Pzw9FRUVMTU1JTU2lf//+jB49mi1btvDp0yf8/PzIz8/n+/fvaGhoiKxPiRj7xIkT9OzZkz59+rB69Wrc3NwoKipiyJAhAteRnZ2NhoYGly9fZuPGjejp6fHhwwfk5eWBjsJBMsZLTU2ltbVV6LwSEhIoKSkRUWvZ2dn4+PgwZMiQ/1izc3NzxbPz5csX3r59i4uLC5MnT6axsZF169axZMkS3rx5Q25uLuPGjaO9vZ3du3cL6HZwcDCDBw8WTucuXbpw/vx59uzZwz///MOcOXOEc3z27Nk8fvyYCxcukJWVJYwi9fX1nDx5EhcXF/r168f379+Jj4/Hzs4OTU1NAgMDqaqqYvXq1aIIb2trw8HBQRhnzMzMOH/+vMidlJWVFYR/WVlZgoKCBNT47t27BAQEoKury7p16xg2bJj4TKqrq9HX10dHR4esrCxKS0tpampi69atREREkJaWxm+//Ya5uTlfv36loKCACxcuCAfrX3/9xYMHD3jy5AmJiYm8efMGMzMzTE1Nef/+PW/evMHY2JjLly+zfft2wZ6DDvcrdDjTCwsLuXHjBkOHKQHuLgAAIABJREFUDmXo0KF4eXmxcOFCjIyMKC4uFikUycnJZGdnM2XKFHR1dcUB69KlS8yYMYPy8nLev3+PmpoaOjo6tLW1MXnyZBITE3F1dcXS0pI//viDtrY2vL29OXLkiHgPKysrVFRU6NKlC62trXTv3p2mpiYUFBQwMDDA0dGR48ePc+bMGVJTUzl48CBWVlasXr1aHChqamp49eoVbm5umJubC012jx49CAwM5MaNG1y8eJEfP36I7nd+fj4/f/4Uh4CwsDDCw8OFdruhoYGamhqmTp1KcnKyxI3+/y/U/ptLV1e3PSYmhqNHj/Lz509Wr17Nhg0bmDVrFtBxapo7dy7r1q0jODhYRM8YGRlRV1fH7t27cXBwYMqUKbx7944pU6Ywbdo0BgwYIB7GwYMHExkZSa9evTAzM6OoqIjq6mpUVVV5+vQpHh4edOnShfv379O3b18OHz7M7NmzkZOTE1qoEydOUFdXJ6zRgwcPJjw8nPPnzxMSEkJmZiYREREUFxdTUlJCQkICSkpKvHr1SriUtLS02LVrFz4+PkKIumjRIkaOHImCgoLgbMXFxeHr64uqqirV1dVUV1eLwqS0tFTk2enr65OcnIypqSmbNm0iJCSEtLQ0wWM7efIkhw4dIjExEWNjY7y9vcXnPnHiRBYvXkxFRQXZ2dlkZWVhZ2fHtGnTyM3Npbm5mZUrVxIYGIi6ujptbW0oKCiIMW5paSn5+fm0trYyfPhwbt68ia+vL5GRkQwZMoT+/fuLYrC6upo1a9bg7e1NTk4OHh4eAPz8+ZOYmBhWrFjxH6d6V1dX2traUFVVFa39Hz9+kJ6eTs+ePWlvbxeog06dOrF06VL279+Pv78/zc3NjBgxgsDAQCZMmECfPn3IzMxk06ZNfPz4kcTERL5+/crcuXOpq6sDOrpXpqamdOvWDUNDQ7y8vDh48CBTpkxBTk5OaJugg4aenZ3N+fPnuXz5skA4rF+/nlGjRolN0snJia5du7Jt2zaam5vx9fXlxo0bbN26lSlTpnDx4kUuXryImZmZ2PSqq6tRU1Pj+PHjvH37lpSUFNra2rh06RLDhg2jra2NsWPHilG3l5cXN2/epL6+XiQCLFiwAF9fX1xcXJgxYwbm5uY0NDSgrKzMyZMnCQgIYMWKFRw8eJAbN26IIHdLS0sxPp09ezaxsbH069eP8ePHc+/ePXJycli+fDkFBQVcu3YNFxcX2trahA2/sLCQQYMGifHHwYMHRdD55cv/t5/o4sWLPHv2DD09PeTl5Vm2bBl+fn5MnTpV3D8xMTEAjBo1Cnd3d+rr62lra0NWVlY4Xe/du0dFRQVeXl6oqakREhIisALS0tLCOWtgYMDHjx/58uULqqqqIo5u8eLFAnA6cOBAsTmNHDmSVatWUVBQILQuXbt25ciRI8ybN4/g4GDCw8MFDBc6EBnu7u6cOHECBwcHBg4ciJ+fHxYWFkIT1traCnQUfffv3xeu4/b2dgIDA5k6daq4dyWIHommUaJhNDIyIjk5maysLExMTOjUqRNSUlIoKSnR0tKCra0tmpqa3Lp1C1VVVZSUlBgwYABVVVV06dIFQIycJRBVOTk5Vq1ahbq6OgsWLKCpqYkHDx4wevRoZGVluX79uoDzSp5bLS0txo0bR2trK1++fGHLli18+fKFjRs3UlFRwa5du0TOclRUFFFRUVhbW4vUGYBx48aJ1AM3NzfR+d2xYwdTp05ly5Yt+Pj4YG9vz+LFizl27JjgcUko+goKCoSGhvLbb7/R3t4u3LRmZmY4ODgQExPDw4cPGTJkCAMGDBDO4szMTKFRKy4uprq6GhkZGUpLS1myZAmHDh1i5syZHDt2jPnz59OjRw9u374tNGUHDhxg165dQrIwfvx4xo4dy9q1a7Gzs+PHjx9MmDCBqKgohg0bRkJCAvr6+jx+/BgLCwucnZ2ZN28ely9fFm5tOTk5XF1dOX36NEZGRkhLS6OoqCiE+5mZmSxatIisrCzhpJdckjVIkhMsAWZLHMnXrl0T48A1a9bw4sULmpubqaysZPz48Sxfvlx0sadMmUJkZCRZWVk4ODhQX1/PsWPH8Pf3JyUlhQEDBvDs2TMSEhJYvHgxlZWVlJeX4+bmxtWrV4EOHaavry95eXkMHToUR0dHbG1tKS8v58yZMyxYsIDIyEjs7OxQUFCgoaFB5PZKivDAwEAcHR15+fIls2bNIikpSXQw29raxNfh4eFYWFjg7++Pp6cnmzdvFvdYW1sbq1evpqioiKdPn/Lu3TvOnDlDUFAQ8fHxXLx48b8q1P7HAm83b978afPmzRH/i9e3/6++/393HTp0aPPIkSMZO3YsEyZMQF1dXTwYkviNuXPn0rVrV7p06SJOgUZGRnh6euLs7ExTUxPu7u7s2bOHL1++oKGhwZAhQ4iIiCA/P5/s7Gz++OMPNmzYwPv371FQUOD9+/fo6+tjbm5ORUUFERERSEtL4+HhgZOTEykpKQwePJjMzEwKCgp4/fq1CCfv1asXjo6OfPv2jXfv3nHjxg2uX78uZuoHDx5k8ODBODg4kJ6eLqJ4du7cyZs3b8QI8t69e0yaNInz58+jq6vLvXv3sLGxYdiwYeTm5mJsbMw///zDz58/6d69O0pKStTU1GBiYkJ1dbXYHA8dOsTgwYMJCwtDT09PRO5UVlbi4uJCdnY2M2bMYP78+dy9e5f6+npiY2Pp2rUrTk5OODs78/LlS/HANDc3o6CgwK+//sqoUaNIS0tj3LhxlJeXU19fT21tLaqqqsjKymJmZkZUVBTDhw/H1NSUnJwcVFVViYyMRE5Ojg8fPtC3b1/u3bsnoIfXrl0jNjaWpqYmEhMThc18+/btWFhYYGBgwOHDhxk9ejQyMjIkJibi5OREVFSUYKrp6Ojw9u1brl69KjLivL29WbhwIbNnz+b58+fCzWRvby+CywcOHMgvv/wiNjtlZWW6dOnChg0biIyMFM7A0tJSXr16xf3795kxY4YIYpcIiiUgyW3btomRx6dPn+jduze9e/dGTU2Nnz9/8vHjRwoLC9HW1ubRo0f06tWLmTNncvbsWSGAt7KywsDAgA8fPrBgwQLc3d2FiNrJyUmM1ZOSkkRRMGjQIKCjo/jixQvhYnZxcSErK4sRI0Ywbtw4Vq5cyfPnz+nevTs2NjZUV1czfPhwNm/ezLlz55g8eTJWVla4u7tjZGQkEAjFxcW4ubmhrKzM48ePsbOz4+vXr2LBkxQKzc3NGBsb8+PHDy5evEj37t2pra0lLy8PNzc3hgwZwsSJE/8D/fL69Wv27t3L58+fOXLkCBMmTODq1au0traSkpJCWFiYILjb2tqiqKjIiRMnGDp0KD4+Ply/fp3CwkKsra0ZMGAAUVFRGBsbU1RUhJ6eHjt37qS+vp63b9/i5eWFoaEhZmZm3L17lzt37tDY2Ei/fv0oKioiOjoaGRkZZs6cybx585CXl8fAwICsrCxevHhBUVERW7duZcGCBVy9epWDBw/y559/ii6lRA+ZnZ1N//79GTBgAIsXLxZ6veDgYOLj43F1deX+/fvIyMjw6NEjpKWlWblyJZ07dyYgIAAdHR3KysqQkpLCzMyMqqoqDh06xLBhw9ixYwepqamUlZVRVlbGvHnzBMbhyZMn5OTkMHPmTO7evUtRURGZmZkEBAQQExMjjAsXLlwgNTUVR0dHwRzbtGkTlpaW2NjYkJKSIhzp/y6bCAsLw8zMTOSLqqmpiSSLP//8k7y8PPz9/YXO9N27dzQ1NRESEsKGDRvo1q0brq6unDt3joKCAgwNDVFVVUVRUZHIyEjKysq4cuUK3759Q1paGiMjIzZs2ICioiI+Pj7cvXtXSDQk2kxbW1tMTU158uQJAQEBNDU1MWbMGOTk5OjVqxedOnXi9OnTODo6CrTOpUuXcHFxQU1NjTt37jBy5EiMjY3Jzs7GyckJLS0t4WDeuXOnSIpoa2vDwMAAGRkZERi+YcMGYmJiqKqqQkVFBQMDA+7evcvMmTNpamril19+IS8vTySHlJSUEBkZibOzM6qqqsTHx7Np0yY6d+6MoaEhJiYm5OTkYG5uTlFRET4+PpibmxMVFYW9vT1v377FyspK8PBevXpFQUEBAwcOJD4+Xjirg4ODqamp4ddff8XZ2RkLCwsaGhrQ19ensrKSfv36oaioKJiIvXr1IiMjg7FjxxIWFsazZ8/w9fWlvr4eJSUlXr58SVtbG5qamkI/amNjw61bt3BxcWHnzp2sXbuWr1+/0tDQICDjAwYMEKNKSQLJyZMnGT58OI6OjsKZ3bVrV5SVldHT0+Pu3buoqKjw5csXtLS0MDIyIjs7W2RG//nnn3Tr1o03b94wevRoRowYIbKoHR0dycrKom/fvvTt21cUutnZ2YSGhmJubs6AAQMoLCxEWloaGRkZunXrxqNHj/6rrM//sYXa/zevkJCQzdu2baOxsZG0tDQyMjI4e/YsGzZswNHREVNTU3bv3i1AuMOHD+f27dvY2NiQnp7OiRMnBKPpx48fjB8/nn379qGiosLWrVvx8fHB09MTT09PZs2ahZqaGl26dGHmzJnU1dUxfPhwPnz4IHIC09LSuHDhAvX19UKMWVdXh4ODAy0tLSLSp7CwkC5dujBq1Cjk5eXR19dn0aJF6OnpISMjw6dPnxgxYgQPHjzg69evfPjwgd9//53Dhw9jZWUlRpmDBg1i0KBBPHr0iODgYNLT0+natStLliwhIyOD9vZ2ZGRkaG9v58uXL8K5aGBgQHR0NHfu3GH9+vWEhIQQEBAgcvC6dOnC1KlTycnJQVpamqqqKtra2tDW1iY7OxtPT0/REn716hW//vorbW1tDBo0iPT0dD58+IChoSFKSkrk5ubSo0cP0SWrr6/HwsKC/v37i82qqqoKBQUFvn79SllZGW5ubjg7OyMrK0tCQgLfv39nzZo1dO7cWRTIkhQACZTT1tZWOBXXrl2LjY0NTU1NIqezpqaGjIwMwsPDGTRoEL169cLW1pYlS5awbds29uzZI7QUAQEB5ObmMn36dGJiYqipqWHevHmUlpaSm5uLqakpGRkZQoPm4eEh6OES/Z+WlhbV1dV4enoSFRVFamqqoFo3NDQQFhYmwn2bmprYvHkzpqamSEtLs2HDBuGU69u3L/3796eoqAgHBweOHTvGvHnz6Ny5M3V1dfzyyy8iJcLDw4PIyEimTZtGWloaz549w97enps3b7Jw4UIROzZmzBji4+N5+PAhzs7OrF69Gj8/Px4+fMjIkSOJiopi8uTJJCUlCVBma2sr//zzD+rq6jg6OjJp0iShV3vy5Anv37+nuLhYfNaxsbEYGRkxcOBA3rx5g4WFBYWFhYJHZmBgwOfPn3FwcBC6k5qaGhF8/eDBAzQ0NHj37h3W1tYMHTqUixcvsm/fPl6/fo2srCw2NjbMmjWLoUOHMnbs2P9gXH348IGCggK6dOmCjIwMERER+Pv7M2XKFExMTHB3d6e6uhp3d3fB8fv111/Jzs5m/vz59O/fnwMHDvD69Wvk5eVRUlJCV1eXlJQU+vXrx6lTp/D29sbU1JRv376JDVGy4VtYWFBfX8+8efOEcL9z586Eh4dz6dIlLl++TGRkJD9//mTMmDHIyMhgYGCAi4uLQAB5eXkxePBgCgoKKC8vp6amBkVFRTQ0NPD09OT58+fIyckRHR1NSkoKiYmJqKqqUltbi46ODmZmZri7u+Pu7s6tW7fQ0NBg06ZNWFtb8+3bN4KCgrh79y6PHz9m2LBhDB48mNTUVHR1damsrCQzMxMHBwfi4+P58eMHDx48QEFBgcePH4suV0lJCWVlZaipqdHS0kLPnj3R1dXl9OnT/PnnnzQ2NtKpUyfxfGppaXHq1CmsrKxYsGABsbGxdOrUiQEDBpCRkUFISAhGRkaoq6uLjfLSpUuEh4cTERHB58+f8fT0FGvVmjVrKC0tRUlJCWdnZyZMmMCGDRuwtrbG0NCQT58+kZycLP42N27cENgNFRUVNDU1CQ0NxdPTk8TERCoqKujevTvDhw9n7969ZGVl4erqirGxMQsWLGDkyJFERkaSlJTEz58/qaysJC0tja1bt9KnTx+uXLkiwtOLi4uxtbUVn6mNjY1ADpWUlKCtrc2UKVMwMDAQmlhJAkBjYyNxcXF07tyZlStXEhcXJ8xZEu2ztrY2oaGhuLm5YWdnx40bN4iLixOj8fLycsrLyzEwMODs2bOkpqaKBsbmzZspKCjA2toaDQ0NkbDw7Nkz0tPTqfi/2HuvtiqvN/x2UBRY9CId6b13kC6IiKjYwR67Ro0xGlui0cSoicbEaGLv0dhiQcUCFhAQQRQBEaQKUpQmvco+yGZe+3/tffA72keZnwBlsd75Ps99j/H+PSdOnGDt2rU0NjaKyMjDhw+F7QD+BfJ+//33DBs2jObmZhISEpBIJFy/fl0gWIYOHcrx48fx8vJi7ty52Nvb09jYyLlz5xg5ciS7d+9m6tSpSCQS0tLSKCkpwd/fH0NDQ7KysoTj2d3dnQkTJhAZGUlbWxs2Njbk5ubi5+eHpqYmN27coKmpie7ubj59+iTyxQPt/djYWFEAXLt2LRYWFlRWVrJw4UJMTExwcXERhTx/f38WLFiAp6ensP/U1dURHh7O/fv3ycrK+p8uav+bEfS/89/57/x3/jv/nf/Of+e/8//7+W+iBhw+fPi7wMBAjh07xq1bt5gwYQLp6elYWlrS1NREcnIy8C/ZOzAwkKKiIp4+fYqHhwc//vgjV69e5cyZM/zyyy90dXUJKOi2bdsICwvj48ePfPz4kZEjR5KXl0dISAgHDhzg/v37NDY2iiB/bm6u0EyoqKjwyy+/kJmZiZycHKqqqgQHB3Pq1ClqamrIzc1l2bJlhISEoKCggJKSEt9//z0uLi5kZGQQFhaGgYEBJ0+eZM6cOXR2dqKkpERlZSWlpaUEBwfz+++/s3HjRn744Qc+ffrEq1evuHr1KrW1tWRkZHD8+HFUVVVxcXFh3LhxVFZWIicnJ0oMA6uA5uZmSkpKqK2t5cqVK8yePZu0tDT8/f159uwZKioq4u1uQPGjra1NR0cH9+/f59atW2JU7OXlhb6+Phs2bGDWrFnk5uZy/PhxXFxcBINn9+7d5OfnY2BggKGhIS4uLujo6KCtrS2co2fOnKGhoYGgoCAhR3/16hWnT5+mt7eXsWPHYmJigpOTE5cuXcLS0lI01AY4QgMj8cDAQBYvXszr16/x8PDA1taWO3fuiBLJnTt3mDRpEjY2Nly/fp2NGzdSVFREXFwcQ4YM4ciRIxQWFrJhwwZycnLw8fHh7du3qKqqYmRkhL6+PkOGDGHo0KE4Ojqira1NTk4OUlJSaGho8OnTJ3R0dKipqSE6OhotLS20tbVxd3dn1qxZDBs2jGHDhiEtLU14eDhmZmYsWLAAS0tLJkyYIPAFf/75J7/88gtXr14lICCAkydPMmHCBK5duyaagQOOVXd3d8aMGcOiRYs4deqUyIUYGRnx5s0bIiMjOXr0KOHh4YwbNw4rKyu2bdtGcnKymBrOnDkTOTk5ampqCA8PFyiVAQPHQFbT2dkZWVlZXrx4gY6OjsgjWlpaUldXh5+fHx4eHigoKODn50dWVhavX79m1qxZ7Nixg1OnTpGVlYWzs7OYWgwdOpT09HR6e3vx8fERbKm7d+8KVdTYsWMpKiri0KFDhIaGsmXLFjw9PbGzs2P37t1cuXKF0NBQFi1aJKj3Q4cOxcjIiKKiIry9vZGRkSEyMpLe3l62bdsmvL5Pnz5l6NChtLS0iBboQDMuLS0Nb29v4Ze8f/8+T58+ZcyYMSgqKopCxYYNG+jq6sLExAQbGxtcXV25desWL1++ZMKECcTGxtLW1kZYWBilpaViJR4WFkZjYyOZmZnCHtDR0UFWVhZr1qwhMjKSvLw8uru7kZeXp6CggPr6ej5+/IiqqqrI7Xh5ebFr1y6MjIxobm6mvr6eiRMn4ubmxocPHxg9ejRz584lIyMDGxsbgoKCBPDTw8MDCwsLMjMzhTd59uzZ+Pr6kp2dzYMHD/jzzz95+fIltra2aGtrY2FhQUVFBW5ubmLy4+LiwrNnz/D39yc3N5fnz58L/IyamhpOTk7Mnj0bW1tbQkJCOHToEIGBgZiammJtbS2UfR4eHowcOZK7d+8yf/58AgMDUVdX59ixY5iYmNDQ0EB+fr74furo6BB5qwkTJpCQkMC4cePo7++nublZ/A1eunRJmBDS09ORkpKiqKiI8ePHi/Xa2LFjmT9/PsePH6ejowNzc3PGjBnDuXPnaG5uZt26dTx79owpU6YQHx/PrVu36OvrY8yYMYwcORJzc3MUFRXFFM7FxYW7d++Sl5fHiBEjMDU1ZdOmTVhaWrJz504WLlyIlpYWRkZGXLlyBUdHR1xcXOjv7+fkyZMCTdTR0cGJEye4du0a69atQ1tbm8GDB1NXV0dDQwNHjx7F3Nwca2trlJWVCQ0NpaWlhS+++ILAwEDu3r1LR0eH2JB8+PABGRkZ7OzsSE5ORkFBgcWLFwtbQHt7O6ampjQ3N6OqqsrNmzf54osvaGpqwtPTk3v37pGbm4uioiIjR45ETU2NhQsXkp6ejqmpKRoaGowePZqNGzcyceJElixZwtatW4mIiKCnp0ewTvv6+nBxcWHv3r2EhYVhampKSkoKHz9+RFdXl8uXL6OqqkpAQAB6enqoqqpSW1tLdXU1z549Q0ZGBkVFRdzd3TEwMMDe3l48m3Nzc/n222/R0dGhra2NoqIi1q5dy/79++no6KC9vZ3Hjx+TmppKaWkpFRUVFBYWoqysjKGhIWlpaQwdOpSkpCQsLS0HbAf/rT7/l3Pw4MHvfvzxRzo7O9myZYt4OFdUVNDd3Y25ublo0mVmZjJ8+HDxJbRmzRqxdmpqamLRokUYGxtz+PBhpk2bRkVFBWVlZaioqGBvb8/Dhw+prKzE3t6eN2/eMGrUKKqqqgDw8fEhKChIfOCkpKTYv38/Bw8e5M6dO5SXl/PNN9/w1VdfoaSkJPIco0aNIiwsjJiYGBoaGnj27BlaWlooKCjg6OgoQt79/f2ipv348WNiYmJYuXIlo0aNoqWlhcjISC5dusTRo0fR0NDg119/xcTEhKSkJJHFMDExobKyEi8vL06dOkVRURGbNm3i5MmTAqMA/8ICY2JiGD16tNjNT5w4kb/++kvkpWJjY1FWVhZfrGpqajx48AAXFxcCAgLIzMwUuAkZGRn8/f25c+cO0dHRApRbUlIi/H3Dhw/n3Llz6OrqYmFhgYmJCU1NTQQFBWFhYcHt27dZuHAhpaWlqKmp0dLSQnp6OrNnz2bx4sU4OzsLpEF/fz8GBgZs2bKF2bNnc+7cORYvXkx6ejodHR3Iy8uTkZHBhw8f+PnnnwVMsq6ujrNnzzJy5EhiY2P5+++/GTlyJK2trRgbG1NbW8vcuXOJjIykoqKCkpIS3r17x5UrV3j+/Dn5+fnU19cjIyODqakpfn5+1NbW4ubmhqWlJenp6YJjNmrUKKZNm4axsbEoVnz48AF/f3/++OMPfv75Z/bu3Qv8q7rJyspi06ZN+Pv7o66ujrW1Nd988w1OTk6kpqaSmZlJRkYGjY2NIvOxYsUK1qxZQ05ODuvWrePt27dirH/+/Hnq6+t58OABw4cPp6ysTFzso6OjuXHjBsuWLWP58uXY2Njw8eNHUlNTWbBggVDXFBQUcPToURobG5GVlWXmzJk4OTnx559/YmFhQWRkJO/evWPQoEE0NDTg6emJnJwcfX199Pb2CszMli1bSE5Oxt/fn1u3bvHmzRuxegkPD6esrIy8vDw2btxIdnY2RUVFwkVpb2+PtrY2Dg4OtLa2oqmpiZeXF05OTkhLSzNz5kxxAbS1tWXp0qWsXr1aqLIGMBBNTU0kJCQwbNgw+vv7UVRUpL+/HyMjI7y8vJBIJAwaNIiQkBCsra3x9vZGV1eXrKwsioqKsLS0pL+/H1VVVR4/fkx7ezvy8vKoqKgInVB4eDjq6uo0NDRQUVEhmrUpKSk4OzuTkZFBaWkpEomE7u5uFi9eTFdXF8XFxXR2duLr68ujR4/47rvvOHPmjND59Pb2oqOjg66uLsrKyqKwU1FRIfJlqampwsxRUFDA06dPhdx6gHsH4ObmxvHjx5GRkWHSpEn4+PiQlpYmLgg+Pj4oKSlx9epVxo0bx+nTp/n666/ZunUr9vb2fPr0CWNjY168eMG+fftEg/706dN4enqirq5OY2MjPT093L17FxUVFQoLCzl06JAQfff29tLT04O1tTU1NTVoaGggkUiwsbHhyJEjZGZmoq2tzdmzZ0lKSiI3N5cpU6bg4uLC2rVrkUgkouW9YcMGVqxYwc2bNxk6dCgPHjygublZNFdTU1Px9vYWvys3Nzeqqqq4ceMGBw4c4MmTJ4SGhuLl5YWxsTHHjx8nMzMTU1NThgwZQkBAAJ8+fWL79u3k5uZiZGTE3Llz+fnnnwkMDOT27ducPXuWmJgYYmJiMDIyQldXlxcvXnD+/Hnu3bvH9u3bsbS0ZNSoUSgrK5ObmysMDTIyMpSWlqKlpUVsbCz79u3D2tpaYFSePXtGbm6uEKgnJiYKnaKioiLPnj1j+vTp5ObmUllZyaNHj8jLyyMzM5OgoCAKCgr46quvCAwMZPPmzVhbWzN16lSuXbtGRUUFampqnD17luvXr4uXin/++YfS0lIWLFggLoCFhYW0tLSwbNky8TO0t7eTmJhIa2urWFEuW7aMa9euYWtry5o1a7h27RoqKip89tlnAoF06tQpDA0N0dDQwNjYmEGDBhEfHw/8e0FdtmyZcH+uWrUKNzc3/vnnH3799Vf09fVxdHTE09OTzz//nN9//134ik+cOCEwQvr6+rS2tnL9+nXk5eVZunQpy5cvJzF8Y7oMAAAgAElEQVQxkYULF+Lh4cE333zD0aNHuXHjBunp6axevZrTp0/j6OjIxYsXKS8vZ8mSJf9d1P6Xs2fPnu+kpaUxMzOjpKSEa9euiSBjdXU1fX19WFpa4uzszMePH/nhhx9ENqWhoQEpKSkaGhoYNmwYVlZWREREIJFISE1NJTY2FmNjY06ePIm9vT1+fn68ePGCuXPn4unpyZYtWwgNDWXUqFGipt7e3i60TaNGjaK+vh57e3sWL16Mmpoa8+fPJzk5mYiICGpqavD39xcKJVNTUxQVFSkuLmbatGlCF1RQUEBpaSnTp08nOjqahw8fEhERweLFi9HT08PDw4OEhAQ0NDQYNmwY+/btY968eRQUFJCcnCwCuYMGDaKuro4hQ4bQ1tbGsGHDGDRoECdOnMDc3BwNDQ1u376Nk5MTQUFBuLq6Ehsbi729Pfb29hQWFqKkpISenp7IW3399deEh4dja2uLra2tcAUOmBwG3vivX7+Ou7s7R44cISMjg7q6OtTV1bl37x5xcXG8fPmSqqoqPD09ef/+Pd3d3QQFBfHx40fWrVsnHoxaWlp0dnbS29vL1KlT+fnnn3n79i03b94U0xtVVVWqq6vp7e3FwcEBOzs7FBQU0NTURFlZmbNnzzJlyhTs7Ox48uQJHz58wMvLCzs7Ozo7Oxk8eDA///wz8vLy3Lt3j5aWFmFDUFBQYNasWejo6CAtLY2WlhZRUVG0t7ezcuVKkQ/y8PCgqKiIw4cPM27cOBITE+no6MDf35958+ZRW1vLmDFj+PDhA58+fRK5vSNHjnDx4kX27Nkj5OHLli2jra2N3t5erK2tefnyJSYmJixYsAAnJydcXV1xd3fHyckJTU1N6urq8PLyor6+XvwuZWVlCQoK4urVq0RFRfHtt9+ira0tnItPnz6lqKiIU6dOERQUxJIlS1i8eDFjx44VyIclS5awY8cOvLy8ePXqFfb29uzatUs0D9evX09qaira2tqYmJigra1NcnIyQ4YM4f3793R1dREVFYW3tzfZ2dm0tLQgkUgoLi7G1dWVlJQU/Pz80NXVRU1NDS8vL/7++28uX77MqVOnqKysZNiwYZSWluLg4ICsrCyDBw+moqKC9+/fk5iYSFlZGXPnzsXAwIDk5GTevXtHSkoKeXl53Llzh61bt5KRkcHOnTuRSCSYm5vj6elJYWEhhoaG1NbWoqSkRF1dHW1t/2r8Nm3axK+//sr06dO5f/8+hw8fFkT11tZWpk+fjoKCAjU1NcJ0MqDuqq+vp6SkhLCwMDw9PSkvL8fHx4fRo0dTUFAgcjVycnIEBATw/fff8+rVK7y8vNi+fTuqqqo4OzuTl5dHWloaysrKmJqasmjRItTV1UWbt7y8nPHjx5Obm8v69etxdXUlIiKC1tZWdHV1sbS0ZP78+dy7d4+NGzfi6OjI5cuXUVJSIjw8HAcHB06dOoWenh4NDQ309/dTXl6OlZUVDg4OAlmQkJDAxYsXRYbL399fIA6eP3/O+/fvkUgkYkIoKytLcnIy48ePZ926dSQlJWFsbExwcDC+vr50dXWxfPlyIQZ3dnams7MTS0tLMXXr7+9HQ0OD8vJywsPDRSB+YIIWEBCAh4cHHh4eQmcnJyeHm5sbJiYmWFhYCNevoqIiL1++pKmpiblz5xIWFiaUb05OToJN2d/fj4ODAxKJhJycHN6/f4+VlRU5OTmEhoYKR7SLiwtpaWnIycmhr69PdnY2wcHBdHZ24uPjw6tXr5CTk2POnDlYWFjwzz//UF5ezqtXryguLqaxsZHq6mrRQt60aRO1tbWsWrWKrKws2tvbGTNmDMrKysTFxeHi4oKvry979uxBVVWVmJgYHB0dyc/PR15enujoaCoqKrC0tCQvL4/o6GhmzpzJs2fP+O677/Dx8cHNzY2EhAQ+fPgg/o2tra1ERUWRn5+PoaEhV69eJTIyEiMjI/Ly8li3bh3nzp1DSkoKOzs73Nzc2LhxI/Hx8ZSVlfHs2TOqqqqYOHEirq6uXL58maCgILq7u4V2bgAcHRMTQ0BAAE+fPsXHx4fu7m7i4+Nxdnamv79fPMujo6PZuXOnALz7+fkJTuDDhw/R09PDyspKwNWnTp3KnTt3qKqqIjc3VzRpR48eTXZ2tni+vH79Gn9/fxITE5GTkyM6Opr4+Hj8/f1ZtGgR165dE2ULW1tb0tLSxPChs7OT4OBgnJycuHz58n9lgv/17Nu377tNmzaxY8cOAgICmDRpEhcvXsTNzQ09PT3evHmDmZkZVlZWNDU14eXlxZs3b3BxcWHbtm0i7O/o6Eh6ejrHjx9nw4YNBAYGcu3aNe7fv8+iRYsoLCwkOTmZmJgYMjIycHBwIC4uDltbW/EGefPmTfr7+xkxYgRmZmaMGTNGgGcNDQ05deoU2dnZHD58mJaWFtTV1UlJSRFAv3fv3omVnbGxMTIyMoSGhqKkpISdnZ3gXn369In6+nrh6bt37x6fffaZANnKy8uzdu1arl69yj///CPUJ/fu3RPUa2VlZerq6nj16hWenp5YWVlhbW2Ng4MDBQUFDBo0iMzMTCoqKhg9ejRxcXFYWFiIN+IBKvUA2qSiooKamhrS09MZM2aMWIuVlpbS3t7Oxo0buXXrFpqamgwZMgRNTU26u7tZs2YNKSkpeHp6UlJSIjyOT548ITIyEikpKfFlaGFhwalTp9i5cyfXrl2jtbX1//gsZGZmsmvXLpKSkqiurhZlgfr6es6fP4+0tDQyMjKYm5sjkUhEGaGsrIxz585hZWVFRUUFBQUFpKWlUVxcTG1tLWVlZUIt1Nraio6ODg0NDdTW1tLV1cXjx48xMzMjLS0NWVlZcnNz6ezs/D/aZ+np6VRUVAg33c6dO5k3b54QfGdlZfHo0SPBc/Lz88PExISVK1dSWlqKpqYmU6dO5e+//yYiIoKysjKkpaXR0NBg8+bNPHz4kOzsbLS0tBg1ahTt7e3U19ezYMECXr58SXh4OGvXrsXT05OGhgYePXqEnJyceFAPkMG/XLqUV9u2kbZlC28KCjgYH4+SkhL6+voYGxuTmprKzJkz+fjxo5iqXL58mfb2doKCgvDw8GDChAnU1taSkJBAb28vurq6ogm4efNmJk6cKKaeGzZsIDs7m9GjR9Pa2srHjx+pr68XKxYjIyP8/f2pr69HS0sLJSUlUlJSkJeXJyUlhVmzZuHq6srOnTuxtbVl9+7d4gKXmpqKg4MDsbGxSCQStLS0MDAw4PHjxwQHBxMSEoKOjg6NjY2kpaVhYGAg8DTu7u5YW1tjbm6OtLQ0X375Jd988w0VFRXCNlFQUEB4eLgoxLx7946GhgakpaXp6elBR0cHDQ0NNDU1+fjxI58+feLdu3ckJibS2dmJra0tycnJhISEYGVlJVyypaWl3L59G2tra8rKymhvb6e/v5/Zs2czcuRIjI2NUVdXR0tLC2NjY1JSUli0aJGYmEZGRrJ7924mTpxIX18f8fHx1NTUUFZWJuDZT58+JSYmhs8++4y5c+dSX1+Pra0te/fuxc/PDyMjI1RUVNDT0+P06dPExcWRlJTEiBEjuH//Pm5ubtja2uLs7MyJEyc4ffo0s2fPJi8vj/j4eDw8PCguLsbQ0JDU1FSCg4OZM2cOsbGxPH/+nE+fPnHgwAGsra2Jj4/H3d2dXbt2IScnh0QiIT8/X2h/jh49ir+/PxKJhD///JOMjAzU1NSoq6tDSUlJTGsHplQNDQ14eXnx8OFDSktLWb58OTExMZiamnL+/HkmTpyIvb09S5cuxc7OjpycHKSlpdm7dy+RkZHs3bsXiUQivpu9vLxoaGjgxo0buLq60t7eTkJCgmgJD0wbs7KycHR0FNPdzMxMYmJiMDY2Zs+ePXR1dWFmZiaKKgEBATg4OLB582ZCQ0Oxt7ens7OTyZMno6WlxcWLF8Xvs7Gxkb6+PuTk5Pjhhx+IiooS2q/u7m4aGhrIyMjAysqKsWPHEhAQwOTJk/nmm28ICQnBwMCAQ4cOoaioSEJCAtLS0ixZsoTXr1+jqalJT0+PIARcu3aN4uJiVq9eTV1dHTU1NXR3dzN27FhycnLEGnvYsGGMHz+e6upq7OzscHR0xNHRUVyQJBIJ1dXVtLe3Y25uTl5eHleuXGHLli2MGDFCAMgfP37MlClTaGxsFNPm+vp6HBwcOH/+PJMnT2bq1KksWbIEU1NTysvL2bRpE6tWreLBgwdkZmby008/8fDhQ65fv05JSQnffPMNa9asYerUqdTV1eHr60tQUJDY4Hz69Inu7m5u3bpFWVkZvr6+aGlpkZqayvXr1ykoKMDGxoasrCxWrFghfn5NTU0KCgpobm4mKSnpv4va/3pOnjz53Z49ezh8+DDx8fF4eXlRU1MjHrI//fSTuCQ9f/4cW1tb9u/fj4WFBaGhoQQHB9PT08OIESPQ19envLycNWvWYG5uzuLFi4mKiuLPP//k888/Z+jQoQwZMoS8vDyBHyguLubUqVN4eXkxdOhQAgMDkZKS4ubNm/z8889UVFSgpKQk8nHW1tZ8+PCBX3/9lYKCAhYuXMiOHTuIjIwUcMmBZtiIESOEgH3QoEEUFhYikUh4/fo1kydP5ocffsDX15f4+HhGjRrFqVOnsLGxISUlhdGjR/P69WsUFBQoLi6mvb2dQYMGoaWlRUFBAXfv3qW9vZ1Pnz5hbW1NSUkJbW1tPHnyRAijx4wZw/Lly9HX1+fevXuYmJggLS1NREQEwcHBTJkyBT09PRobGzEzM6O3t5fs7GyOHz/OypUr6evr49ChQ0gkEgG/NTAwwMzMjLdv3/LkyRPy8/P59OkTcnJy/Prrr8yYMQNnZ2ecnZ1FrqCrq0us5p4/f05ycvL/65IG//ohr127hpWVFaqqqigqKtLS0iLcfG1tbbx9+xZra2ukpaWRlpbmyJEj+Pv7U11dzbt37ygoKMDa2hpfX186OjrQ0tJi/PjxbN26lc7OTvEGrqGhwYEDByguLiYwMJCwsDBKSkrQ1dWlra2N48eP89tvv+Hl5UVRURGRkZHcunWL9PR0sU40NjYWP3t3dzf6+vpcu3aNmpoa3rx5w4gRI3BycqK9vR0rKyuKi4vx9vamsrKSq1ev0tnZyT///MOQIUOQSCR89dVXgnc0MMkpLi4Wv7vnz58zefJkLC0t2bZtG83NzcyZM4crV64wYcIE3JSV6fXwQFJbSzfwFTAS+OH1axIePMDW1pa2tjbq6+uJiopiyZIlwlCxdOlSAZkcP368WDXq6emRkpKCq6srOTk5vH37ViAxzM3Nef36NZcuXcLPzw9FRUU6OzvFW/vNmzeJjo5GT08PDQ0NUlNTycnJYeLEiezevRszMzP09fVRVVVl586dyMjICJl6Tk4O3d3d2NjYkJiYSHV1NePGjaO+vp579+4RFhYmWGm3bt1i+vTpJCQkUF5eTm1tLdLS0tTU1HD79m36+voICgpi7NixfPr0iY6ODiIiIigvL6ekpEQ8CPT09MjLy2PQoEFIJBJ8fHwwMDCgqqoKW1tb5s+fT3p6OnPmzMHX15e6ujqkpaVpbm5GWlqauLg4zp07x/fff09SUhJlZWWEhoaio6NDeno6ioqKnDhxgqlTp/L8+XPOnDnD0KFDhXXj/fv3TJs2DRMTE4qKirh16xYVFRXU1dXR09Mj1sgrVqxARkaGwsJCFi5ciLa2NgcOHKCnp4egoCB6enqQSCS4uLhQUVFBZ2cn7e3tKCgo0NbWRkhICGFhYezatQtbW1tcXFw4ePCgWGnr6emJ7GJLSwuzZs3C3t5eAFX/+OMP1NTU8PPz49atW2JKPGLECB4/fkxRUZFwviYkJDBt2jTgX1aYt7c3vr6+DB48mLCwMJ4/f86cOXP49ttv+eqrrzh79ixSUlLU1tZy5swZwsPDiYqKory8HBUVFa5fvy4sNs7Ozpw8eRI5OTnS0tIIDQ3l9u3bHDlyBHt7e7y9vQkKCmLfvn2YmprS1tZGbm4ueXl5wk9cWVmJhoYGRUVFpKen4+bmRkBAABKJhNraWlRVVTlx4gSTJk3i9OnTdHZ28vfff/Pzzz+zevVqrKysOHbsmMBQDGxqZs+ezZEjRxg3bhzr169n9uzZFBcXi2mijY0NJiYmoglcV1dHdnY2Pj4+WFpaCkDziRMnBGJp3bp1vHv3jqqqKkE9iI6O5sKFCxQVFTF//nw8PDx48uQJc+bMIScnhx07dnDmzBl++OEH8byIiYmhr68PbW1tYetxd3fH3d2d27dv8/btW7y9vbl79y6JiYlERkYKP7KVlZWIhBQUFDBr1iwMDQ0xMTFBV1dXbD06OztxcHAQuJg5c+Zw+PBhXr58iY2NDZaWlpw7d4709HR+//13kpOT+fPPP9m1axfDhw9HWVkZbW1tDh48SGNjIytWrKClpYWwsDDa29u5d+8eR48e5eDBg8Lc8ssvv/Dtt98iLS2No6OjUEQO/A1paWlx+fJlTE1NkZGR4dGjR/9d1P7Xs3379u8uXrwoWGiFhYXibVBXV5fCwkJMTEzEakxKSgoTExNRHNDX16etrY179+7x6NEj1q5dS35+Pj4+PjQ3N9PR0UFXVxfKysqUlJTw22+/4eHhQUBAAH19fXh6eiKRSFi0aBH79u2jpqYGHR0dwsPDOXToEAYGBigoKPDXX38RGRnJuXPnCAoK4scff0RHR4eioiJ8fX359ttviYqK4tixYzx//pzw8HDk5eXZunUr5ubmtLe3Iycnx9mzZ7GxseHkyZOMGzeOkpISJk+eTFZWFvX19YKJk5eXx5YtWzh16hQTJ07Ex8cHd3d3ysrK0NbWJjY2FhUVFTo6OrCzs6OpqYn4+HjGjx/PjRs3+P3336mpqRE8sMbGRoYMGUJfXx8bNmxg+vTpREREiOCvgoICR44cITY2ltjYWGpra/njjz8YMWIEw4YNo7u7m7t37zJ+/Hj09PSQlZXl7du3fPPNN+Tm5jJixAh6e3tJSEigsLCQoqIipKWl8fPzE7LiuLg4CgoKKCsr+//8LPj7+5OSksLevXvR19dHXV2dvLw88vLyROljYB1bU1PD+/fvycrKws7Ojp9++one3l4MDQ0FlNbS0pLly5dTU1ODr68vo0aNory8XKx5RowYgbe3N/v27aO7u5ubN2+ye/duDh48yMSJE3nw4AH6+vrIyclx5coVVq9ezdu3bzE1NeXkyZNcuXKFkSNH0tfXx9ChQ/nrr78EjNjPzw9LS0sBPh3Iwujr6xMUFCRW2m1tbeIio66uLijo48aNQ0ZGhtGjRxMdHS3CxpcvXyYqKgpbW1vmzp1LYWEhYWFhjBo1Cv89ezjQ1cUy4DZwAIgFdIFUEC8EX375JSoqKkhJSdHb20tzczNHjx4lNTWVqKgo0tLSePfuHS9evKCnpwcHBwd+//133N3dhctWSkoKR0dH9PX1WbJkCY2Njbx69Ur8vVhZWSEjI0NJSQm//PILzs7OpKamEhgYyNOnT1m5ciWnTp3Cw8ODuLg4cfnduHGjcFFmZmYyf/58Vq1axbx58/jll1/E52/w4MHcunWLrVu38vz5c/T19UXgPi0tjfr6eiorKxk7diz+/v60tLSwZMkSli5dSklJCfb29tja2nLp0iXU1dVxdHRk0KBBmJub88svv6CqqoqmpiYtLS2i9GBra0tLSwsREREMGjSIP/74g9jYWObPn4+SkhJv3rzhxIkT4u9y+vTpZGZmCj2Wvr4+/v7+PH/+nIiICMGI6+/vF2u49+/fC/q9l5cXgwcPxsLCAmNjYyorK9HS0sLDw4MjR47g6+tLU1MT8vLy+Pn54eTkxN69e1FTU0NdXZ2kpCSRvzt79iwVFRVERUWxY8cOpkyZgoaGBo8fP2bIkCGMGTOGO3fuUF9fj7S0tFglFxQUYG9vT1JSEuvWrcPU1JSAgAB0dXV58OABK1eu5Pnz58yYMYPW1lb++usv/Pz8RE7J09OTlpYWfvrpJ9LT02loaODNmzcUFxfj7OxMXFycwC49fPiQ27dv09LSQl9fn1iRv3jxQqCa9PX1UVJSQlVVlbCwMJycnPj2228xMTHBy8uL6upqrly5gq2trQjP37t3Dx0dHZ4+fSqYkTIyMlRVVdHX10dISIhAMA0YSF68eEFVVRUxMTECM9Tf309LSwsaGhr4+PiIyauTkxO9vb0sX75cfCcMqI3CwsIYO3YsxcXFqKqqkpKSgqysLKNHj2bfvn3ExMSgp6fHpUuX8PLyQl1dnfb2dmpqamhvb+frr7+mp6cHT09PgQUpKioSL8xlZWVYWVlhYmJCYWEhCgoKREZGcvfuXRGN2LNnD6tXr2bIkCEoKCiwZ88ehg4dire3N7W1tZw8eZLCwkKysrIwMjJCSkqKvLw8bG1tWbBgAfLy8uzevZvJkyeTnZ3Nq1evKC8v58SJEyQkJLBp0yY+fPjArl27SE5ORkpKSryYjBkzBgMDA5EzHjdunNhKvHjxgqVLl6Kurk5aWprIfb979474+HjKy8sJDQ1l5MiRmJmZMWfOHHbv3s21a9cwMDBg9erVqKioMH36dOTl5VFWVsbLy0tEfeBfa8NAaa6jo0MgfPT09Dhz5gwLFy7876L2v5wzZ858t3LlSmRlZTl27BgxMTHIyMiIleSFCxfo6+tj2rRp3Lhxg3nz5rF3716ioqI4fPgwHz58QEVFhVGjRtHW1saxY8fo7+9HWVmZ9vZ22traKCgo4MWLF9TV1fH27VsaGho4ePAglpaWTJ48menTp6OkpERaWpoIczc0NLB//34xGVJUVBT5sIFgdHl5OaqqqixdupRVq1aRmpqKqakp/v7+6OjoiJZhcnIyFRUVDBkyhHnz5mFgYEBLS4vgDgUFBfHnn3+ydu1auru7efLkCSUlJSIYfezYMQoLC3n27BnLli3jzp07Yroxfvx4uru7+f3330V7KCUlhbVr13Lv3j0+//xzWlpaBBzw3bt3zJkzBz09PSIiInj8+DHm5uacPXuWnp4eiouL8fDwYPfu3SgpKaGsrExfXx/m5ubcv38fXV1dPnz4QE9PDzNnzuT69etoa2ujra2NgYEBEomEwsJC1NXVGTNmDCNGjKC0tBRtbW0qKyt58+aNKHD8P09YWBjLly/n9evXREVF8ccff6CgoMCTJ09Ys2YNx48fp7y8nC1bttDc3MxPP/0kGpNr1qxh0qRJYsrQ1dVFTEwMFRUV6Ovro6Ojw2effYasrCyNjY28fPmSgoICEej97LPPuHbtGuvXr0dLSwtXV1eSkpLQ1NRERkaGhIQEJk+ezM6dOwUJX1tbm+XLl3Pz5k0xadXT0yM6OpqMjAwCAgKQlpYmPj6euXPn0tzczNWrV1mwYAEnT54kPj6e+/fvC7edtLQ0eXl5hIeHc/jwYdGm2r17NxYWFtTX14sMTXZ2NidOnMDa2prExEQ2bNjA66QkNnZ1MRX49H//n34C3gKrgUPAqFGj+PDhA8HBwQwePJgjR47g5uYGwOLFi/n1119JTEzE3t5emAoGrBdDhw4VmiUZGRm6urp48uQJOjo6HDx4ECUlJe7cucPHjx8pLS3F19eXx48fc/z4cczMzIiKiiIzMxN5eXnS09MJDg6mvb2dQ4cOsXnzZqFSOn36tAj+W1tb89lnn2FjY8Nnn31GeXk5jx494uPHjxgaGqKurs7UqVPR1tbm1atXKCgoUFtbS21tLaWlpUIsL5FIhK3E2toaT09PoRdSUlJi4cKFBAUF0dfXR3JyMsrKyowdO5bExESR75s3bx6dnZ3Iy8uzbNky9PT0qKqqoqioiFWrVlFVVYWRkREfPnxAIpHg7OyMoqIiampqGBoasnv3btavX4+hoSEfP34Ua9qBicoA21BdXZ2ZM2fS1NSEgYGBmLD29fXx6tUrcnJySEtL459//qG4uJj8/Hz6+vqQlpZGR0eH6upq9PX1OX/+PDNnzqSuro5jx47h7e2NkZGRyP0FBweLtq2joyMXLlzAysqKpUuXkpyczMKFC1myZIlYg1tbW3PlyhVSU1NFPi82NpZXr17x7Nkzbt++zYcPH9i6dSu7d+8Wzd3BgwdjaWmJv7+/eHEZKLfU1dUB/+rX7OzssLGxEfooiUTC/v37CQwMZMiQIdTV1SErK4ujoyMFBQV0d3djZmbGxo0b2bt3L87Ozvj6+lJUVERpaSllZWVUV1eTn59PS0sLCxYswM3NjcuXL/P1119z//59wXwcmCTm5uZiY2NDd3e3KMssWLCAzz//nLi4OOzs7Ojq6sLBwYGioiKKi4upqqrit99+Izs7Gz09Pa5cuSK2JAsXLqS2tlYUtmxtbcnPz6e5uZna2lrRYh1oDSsrK3Po0CEWLVqEgYEB1dXVdHZ2Ul5ezqdPn1i1ahU5OTm4u7sjJycnhhgD1ou2tjYBvJ4+fbpocx8+fJjTp0+TlJREY2MjISEhWFhYoKqqSmBgIGPHjqWqqko4rqOjo2lpaUFOTo6uri6uXLkigN3R0dFs2LABgMjISAICApCVlcXKyoqQkBDCw8OZNWsWR48epba2FkVFRaysrHBycsLc3Jx9+/axfft25OTk2L9/P+fOnaOuro5vv/2W27dvIy8vT0VFhTAQvXz5kt7eXoKCgtiyZQvDhg3D3NyclJQUvvzyS2pqapCXl2fdunWCCaiiogL8Gw+Ij49n2rRp5Ofno6WlhYWFBfv37+fKlStUVlb+Vyb4X8+ePXu+k5KSwsrKipqaGu7cuUN6ejovX74kPT0da2trPDw8yMjIoL29HWtra2bOnImjoyN9fX3k5ORw+/ZtZsyYwYULF9DU1GT69Ons2rULU1NT2tvbxTpRIpFw9+5dfH19+emnn7h48SLr168X0NcB+r+joyOPHz9m9erVYhIWGBhId3c3srKyWFpasmfPHjZv3izyFTY2NmqakHcAACAASURBVGL9MGPGDCIjI9m5cydVVVX09vYKoreTk5MIf9+/f188sIKDg7l37x5ZWVkoKCgwevRompqaUFNTY+LEibS1taGjo4OOjg4JCQl8+eWXbN++XeTlKisrsbCwwNXVlbi4OPr6+ujo6CA/Px89PT1yc3NRU1NDQ0ODsLAw/vzzT86fP4+VlRVVVVXMmTOHiooKEQru6+sjNjaWjx8/UlFRQXt7O66urhQVFYlG1vbt23nx4gWmpqZ0dHSQl5dHUVERpqam6OnpcePGDfbv3y8yDlevXmXv3r2UlJRgYWGBk5MTr1+/Bv7V8Dx8+JDXr19TXFzMxIkTmT17NgYGBmzbtk0Q86dMmTIwsmbkyJFs27aN3t5enjx5wsKFC4Uzrr6+HllZWSZNmkR7ezsVFRXs2LEDGRkZsrKyGDduHOXl5Xz8+JGTJ0+K/9dVq1YxZMgQtLS0kJWVJTExEQcHB9zd3UlMTMTMzIyuri7q6+uxtLTk6dOndHZ2Ym1tzZkzZyguLsbU1BQjIyN6enrw9vbmyZMnHDlyhJ6eHhobG9m6davIcNjY2HDjxg2qqqqwsrJCRUUFIyMj3N3dmTx5MuvXr+e7774jIyMDFxcXodSaNm0a7969Iycn59+MZVISi4Gfgf+nmE4PGMe/0zU7OztmzJiBrKws7969Y9y4cWRkZKCurs6nT5/+D8DyAMx3+fLlbN68mS+++IKkpCR6enqYOnUq/f39FBQUiKjAnj17WLJkCbq6uujq6vL06VORIRzIHFlYWHDv3j1kZWV5+fIlVlZWREZGUl9fj6mpKRcvXqSkpESslNvb2xk2bBja2tq8e/cOeXl5kQHt6urCzc2N4OBgkU1xc3NDUVGR7OxsmpqahCZnIG8oKyvLjh07uH79Ou/fv6ekpIQvvviClJQUtm7dyqVLl0T9/+3bt1haWmJgYCAm0QPrk9zcXCZOnEhlZSVubm7s3LmTsLAwhg0bRn19PSdPniQqKkrkO7u6ujAyMuL9+/e8fv1arEIH5O2KioocPXoUNzc3CgsLuXHjBu/fv8fV1RUXFxeRLwwPD2fA4tLa2kpSUhJPnjxBXl6e/v5+Pnz4QFNTE5WVlXR1dQngs4KCAlOmTMHT0xMlJSXWr1+PioqKeBFsaWkhLy+Pt2/fivXhs2fPRIZtwHQhLS3N0KFDyc7ORldXl9bWVpqamggJCeGPP/7g0aNHGBoa0tjYSGpqKitXriQhIYHz588LM0h2djavX79GS0uLuLg49PT08Pb25pdffuHAgQP8888/DB06FE1NTWbMmMHDhw9ZtmwZampqmJqa8vfffwtI8QCU28XFhZSUFNTU1Pjxxx8JCQlh3759jB07llGjRolA/aVLlwgICEBDQ4OoqCiCg4OxtbXFw8ODt2/fiklyZWUlKioqfPXVV+jo6KCoqCjC8Z6enixdupQZM2YwYsQIPDw8hMHl6dOn9PT0YG5uzuzZs/ntt98IDAwUl4mBLNZA4UAikeDt7Y2Ojo6gG1hYWHD+/HkyMjIwMTGhs7MTJycnvL29KS4uRlNTU1yMJBIJ9vb23LlzR2xPdHV12bBhg4DMysjIYGZmhp2dHRkZGcyaNYusrCwuXrzIpk2b6Ovro729HU1NTVRVVWlqasLCwoK7d+8yceJEOjo6CA4ORiKRsG/fPtLS0tizZw/a2trY2trS2tpKb28vd+/e5cSJE9y9e5fbt2+zceNGCgoKcHd3F57ps2fPYmVlxffff09paSnW1takpqbS2NhIeHg4ubm5zJ07F1NTUyQSCfr6+oSEhDB69GiWLFlCbGwsK1euxMLCgpKSElRVVfHz80NdXZ1Lly7x/fffY29vj5mZGfDvRU1DQ4O9e/eybNkyHj58yOzZs7l7967Iv/83Ufsfz759+747e/asYONYWVkxZcoU/vjjD6qrqwVLTV9fn9GjRwuv3YcPH8jLy2PFihVYW1vT1dVFSkoKLi4ulJeXo6ioiJ2dHYqKihgZGQkK+5IlS/Dw8CAxMRFLS0suXryIpqYm+fn5JCYm8scff/DXX3+RkZEh8gR1dXVcuHABY2NjzMzMMDQ0FHt0JSUlWltbSU9Px8HBgS+//JK0tDS8vLxQUlKit7eXR48eiQfzhQsXMDc3Z/Xq1Xz33XdISUlha2sr1j1lZWXIysoyZMgQXr58SUhICOfOnWP06NGYmZmhqalJX18fZmZmTJo0idDQUJqbmxk+fDiysrKMGTOGgIAAjI2N6ejoYMqUKQwePJjAwEDxIHZ0dERWVhYfHx/CwsJoamri1q1bmJubiy/uxsZGent7uXXrFrq6uhw9ehRdXV2UlJQYNGgQFy9e5Ndff+Xp06d8/vnnIpe1YsUKDh06xNSpU2lra8PU1JTZs2czd+5crl27hrKyMuXl5QwePJiIiAjhwSwuLqa/vx85OTm+/fZbtm7dio+PDx8/fhQXu4qKCvr6+pg0aRKampoikziQkRiolsvJydHa2kplZSXu7u50dHTg5eXFgwcPSE1NZdasWXR1deHh4SH0R8+fP2fjxo1s27aN+fPnIyMjw5w5c6iqqkJfX5+3b9/S19fHmTNnWLFihZiKDDhj4+LiMDMzw97eHhUVFTHVzczMpKOjg5CQEIKDg1m1ahXt7e20tLRQV1dHaWmpmB6vXr2azZs3s2/fPqSlpSkpKSE2NpbS0lIOHTqEq6sro0eP5vTp0+zfvx/4V2zf29vLlHnzsM7Npbapiez/+29Lin8vbo+BR/zrI21paWHHjh0oKSnR0tJCYmIijx49YsSIEejq6mJlZcXo0aOZMGEC+fn5REdHEx0dTVVVldALPXz4UOSJtmzZIhQzhoaGYr1y/vx5TE1N2blzJ3PmzOH58+dcu3aNQYMGUV5eLiaMA3qXv/76i0mTJtHV1SXWvGvXrmXTpk1cvnxZUPENDQ3x8PBgy5YtpKamYmZmRkREBEVFRYSGhpKVlUV2djZfffWV8D3Onz9fBJoVFBSIjY3Fx8eHlStX8ubNG3777TeOHTvGqVOnmDt3LnZ2duK7obCwkPHjx6OtrU1NTQ0ZGRkMHz5c5AUHGFGurq5s3ryZ6OhoYmNjycrKQlpamkGDBiEtLY2cnBx+fn48fvyYpqYm3N3dycjIoLKykkGDBuHp6Sk+o19++SV+fn4UFxeLHFlbWxu//fYbpqam/P777yJvGhkZiampKaGhoZiYmFBSUsLYsWM5d+4cO3fuREpKipaWFuDficvZs2eFrmv48OGkpKSQmZnJunXrUFFRobu7G19fX6qqqqipqcHNzU1MtgsLC3n//j2xsbHs3LkTKysrvL29ycnJITAwkB9//JGJEyeKVqmqqir6+vpIJBKsrKzo7e3FxsYGAwMDBg8ezOHDh7GwsEBJSUlk/tLT0wkJCUFeXp6kpCRMTU3Ztm0bcXFxREVFcfDgQaKi/lVMD7TcDx8+zJo1a3j27BnffPMNtbW1dHd3k5SUhLm5ubABuLi4CGaljIwMDQ0NqKmpkZ6ejr29PQoKCsyZM0fw/3bs2CFeegfYcT/88AO2traYmZmJprWFhQU//PAD48aN4+7duxQXF2NtbU1HR4dgFw7o7ObNm4e7uzs3btzA0tKSkpISKisrxWpUVlaW3377jfHjx+Pq6oqZmRmPHj2iqKgIXV1dysvL8fPzE5PqCxcukJ2dTUVFBfPnzycyMpLq6mqam5uJiIhASUkJFxcXhg4dipubG9u3b6e1tRUnJycePHjAhAkT0NDQECU2Pz8/njx5gpqamnhhhX8NCgMv/GFhYeLSnpiYOED459GjR8jIyODs7ExbWxvR0dFUV1dTVFRERkYGI0eOJCkpid7eXoYNGwZAREQEV65cYc6cOfj7+xMcHIylpSU5OTl4enoiIyODo6MjV65cITg4mCVLluDg4ICVlRX29vbIyspSUVFBTEwMr1+/xtHRUZRYVFVVqa+v5+bNmwQHB2NmZoaenh4jR47E29ubQ4cO/ZdR+1/PgQMHvlu6dClpaWmiEn/lyhW++OILQkNDiY2NRUNDg+LiYg4fPsz06dOxsrJizJgxBAYGilVQRESEWNPl5ubi6+tLXFwc+fn5SCQSfvvtN8aOHYuTkxO3bt1i/PjxnDhxgm3bttHf38+oUaOwsbFh9uzZHDt2jPLycqEd8vb25ujRo4wbNw4FBQUuXrzI69ev8fb25quvvhIV9ZMnT5KYmEhYWBi2trZISUlx48YNJk+ejKurq3iTG3hj+/LLL7G3t0dPT4+jR4+Sn5+PhoYGpqamvH37ljFjxpCVlYWfnx/19fXizcfIyIgLFy6gr69PZWUloaGhHD9+HEBU8bW0tOjo6KCurg45OTl0dHRwcHDA0dGRo0eP8ujRI0aNGoWUlBRZWVlYWFhgb2+Prq6uQD8UFxejoaFBVlYWM2fO5O+//2b48OEoKipibm7O3bt36e7u5sKFC6xfv16wmxwcHNDT06OkpITq6mqGDBnCixcvePHiBV5eXnR3d6OmpoaioiJ6enoMGzaMW7duceDAAQYNGsSePXuYMGEC8fHxTJ8+nc7OTvFFO3ChGHCTysjI4O3tzciRIykpKUFNTY0TJ07g6elJX18fbW1tuLq6smHDBjw9PSkrK2PGjBkkJibS0NAgdGCysrLExcUxbdo0Xr9+zbRp00hPT2fs2LGUl5ejrq5OREQEDg4OKCgoICcnh7KyMsePHxesvgHV0tWrV5FIJHR2dtLT00NERASy/xd77xnU5dWH61703rv0pvSuSJGqICoWVNCo0RisicaSRKMSWywxxtiiRrFrJLETFRUEFUEBFQFBARWkNynSi7A/vIc1s+ecffZ7zsz5cibrk844Cv55nmc9v3Xf1yUtTXp6Os+fP2fv3r0CrDt//nx+/fVX8vPzqa+vx9LSkgsXLnDw4EG8vb2FCzUoKAh3d3eWLVvGypUrRbbx7du3bNu2jW3btpEnL8+m9+9xB2yAnYAqsBRYsnw5a9as4eHDh8TGxlJVVYWWlhZffPEFurq6IvRbUVGBoqIiLS0tPHv2jMePHwvPqrKyssDkDD5c1dTUePHiBYsWLSI/P5+srCyKi4sxNDREQ0ODgYEBTE1NycrKIiYmBhMTE+7cucOPP/6IlpYWvr6+yMvLi4naN998g4GBASYmJqioqFBRUUFqaioyMjJiSjyINRhsBs6cOVOgP8LCwnj16hXGxsYCFuvp6SmYjINux+bmZsaMGcO8efNE6ejOnTsYGhoKH2ZaWho9PT0YGRkJQXpiYiKSkpI4ODhw9epVOjs7GTp0KD09Paxdu5b09HQSEhL4448/KCoqoqamhlevXjFixAjWrFmDgYEBEhISjBo1ChUVFcrLy1FQUCAgIICenh7GjBnDpk2bCA4OZtq0aRQWFrJlyxb09PQwMjIiPz+fDx8+kJ2dTW1trQBby8nJsXXrVlauXElcXBwzZ84kJSWFZcuWoaWlRUBAAKqqqvT19bFw4UKUlZV58OAB1dXVPHnyhF9++YXIyEgeP37MzZs3GT58OBMmTODixYukpKQgKyuLsrIyCgoKSElJ0dTURHNzMx8/fqSoqEgAaU1MTHjz5g3GxsbIyspSXFzMs2fPaG9vR1ZWFl1dXWRkZEhLS2P79u0MGTKErq4uRowYQWhoKPX19bx//56nT5/S29uLsbEx1tbWQq80ceJEUlJSyMnJQVdXl9LSUvH93Lp1S2y8li9fLmIQd+7cEacOSUlJ7N+/X2jvBsP3hoaGAlI7qPMqLS3l8OHDFBQUoKioKLy3Xl5e6OnpYWFhgbGxMTIyMuzZswcpKSkcHBzIz89nzpw52NjYICEhgbu7Oz4+Pvzyyy+sWrUK+I8wfPfu3Whra9Pc3IyKigoGBgbcvHmTqKgopk2bxp9//klfX5+Y3ubl5VFZWcn8+fNxcXHhzp07rFixgoGBAaytrXn+/DlXrlyhq6sLc3Nz9uzZQ1JSEh8/fsTd3Z2Ojg4sLCxQVlbG2tqaT58+4evry5YtW1i2bBknT57E0dGRGzduCMl9SkoKVlZWJCcnY25uTmRkJAoKCnR3d7NgwQKCgoIYNmwY0tLShIaG4ufnR1ZWFs7Ozmzbtg09PT1cXV0pLS2lqKiIRYsWISkpiYaGBpWVlSQlJREdHc3Ro0fp7++nu7ubqqoqRo8ejZSUFIsXL+bOnTsCl3LixAlGjhzJ4cOHGTp0KBUVFTx69IhZs2bx+PFjlJWVKS8vp7i4GDc3N2JiYli+fDnd3d34+vpy+/ZtVq9ezYgRI7h27dq/E7X/dn3zzTebVq5cyV9//YW9vT2FhYVISkry888/888//1BdXY2cnBwmJibY2dnx4sULUdFvbGxEQ0NDtIl27NjBqlWrRJZg8BhJXl4ea2trTpw4wYcPH9DX1+fatWsYGRnx+++/4+/vz40bN0SWaJCtNWTIEE6cOEFGRgYdHR1ERUVRWloqxLVNTU34+fkxYcIEvv/+e1avXk1ERARxcXE8evRI8K8G/Yd5eXn/U8YnMDCQt2/foqysjL+/vzgGSkpKIjQ0VIjL1dTUGDZsGFpaWty7dw8jIyPevXuHjo6OuHksXLgQGRkZ8cB8/vy5COAPFi4aGhpobm4mLy8PW1tb3N3defLkCU+fPqWkpIT9+/cjKSnJjBkz0NfXJzAwkIKCAvz8/KioqADg1KlTJCcnk5SURHBwMC9fvmTlypWYmZnh5uaGvb09CQkJFBcXEx4eLgLUvr6+NDU1kZeXh7m5uQhcr1+/nsOHD9Pd3Y2cnBw3b97E3d0dFRUV8Xk8e/ZMZP+ioqLo7u6mvLyc5uZmHBwcBMQ4PDwcV1dXIeMePIq4efMmCxcuZMOGDXz11VfMnz+fo0eP8vfff1NTUyPwDmfPnqWxsZH29nbs7Oy4desWKSkptLS0IC0tTXV1Nbm5uTQ2NpKTk4Oenh6bN2+muLgYX19fkpKSGDlypAhR3717F09PTzZu3AggWqvW1tYcPXqUc+fO8ffffxMREcHIkSMZMmQIu3fvRlJSklevXlFbW0tERAQnT54kNjYWAwMDVqxYwcmTJ4mOjiYrK4uAgAAR4Df38iL68WP6W1rQBi4CPwBeAQF8/PhRCJE9PT358ssvSU1NxdjYGFtbW+rq6pg3bx7e3t789ttvPHr0iHHjxiEtLY2GhgbDhw8nOzsbQ0ND1NTUCA4O5vDhw3z48IHc3FyGDBmCuro6r1+/Fk5JVVVV/P39CQ4Oxs/Pj3fv3pGQkMDWrVsFb1BNTY28vDxevXpFc3Mzra2twrM4CL5eunQpWVlZKCsrExQUhJaWFgD379+nq6uLqqoq/v77b8Eqe/HiBRoaGnz69Ilbt27x+vVr+vr6ePToEStXrqS9vZ3S0lLxYmRvb09lZaW4roqLi6murhbg3LCwMPLy8pCSksLMzIyBgQFGjx5NWVkZkZGR3LlzB0tLSwHura2t5fnz50RHRyMvL4+GhgaGhoYi16mrq0tubi5Hjhyhra2NwMBA1NTUyM/Px8HBgZ07d+Lt7S34aJ2dnVRVVfHixQuCgoKwsLBg+vTp1NbWkpiYiLGxMd7e3owdO5Z9+/bR2tpKbm4uo0ePFgR2FxcXWlpaxKZhxIgR/Pzzz1RXV+Pr60t3dzeysrJs2rSJ7u5u7OzsSElJITk5WZQxRo8ejampqeDnycjIoK+vz6tXr/Dy8mLv3r1Mnz4dNTU1qqqqSE1NJTU1lYkTJwrW5TfffCM2D7m5uSQnJ2NjYyO+RikpKa5du8ahQ4eQk5MTDDVdXV2Cg4Pp6uqiq6sLRUVFent7OX/+PA4ODlRWVqKmpoaqqiorVqxg9+7d7N69m2fPnqGvr09CQgIaGhps2rSJFStWUFtbi4KCAsnJydTX15ObmysMDYM+6MEW+sOHDxk9ejR37tzBysqKsLAwgcPIz8+nsrKSzZs309DQgImJCdLS0jx9+pS7d+/i4uKCo6Mj/f39+Pj4cPHiRSQlJXn+/Dl79uzB1dUVDw8PcnNzBS4nLCyMlpYW+vr6UFRUZNy4cTg6OhIWFkZwcDAvXrzg+vXrwiYyCGSXl5dn8eLFKCkp8eDBA8zNzRk6dCjGxsZUVFRgYmLClStXhJVk4sSJ7Ny5U/hLR44cSUpKClJSUmzZsoVVq1Yxf/58uru76ejo4PHjx7S2tuLh4cGDBw8ICQnh3r17zJkzh0+fPvHjjz9y7949WlpaOHbsGE5OTsyZM0ds9N+/f4+MjAyysrKUlZVRXFyMlJQUHh4eaGpqIiMjI0oc2dnZbNiwQTyTjIyMOHv2LEOHDmXXrl3s3buXnJwcwsLCUFVVZfz48Rw/fhx7e3s6OjpQVFQkMTGR/Px81q1bx/r165GUlOTNmzeoq6sLW8u/ZoL/csXHx2+aMWMGY8eORUFBgZycHBwcHPj222+ZNWsW8fHxjBo1iqamJmxtbQU/KDo6GicnJ8LDwzEzM+Ovv/7ip59+4ocffsDU1FRwynR0dHj06BHt7e2MHz8eU1NTdHR00NDQwMLCgoiICIyNjdm9ezd//fUX4eHhnDx5Eg8PDw4dOkRPTw9dXV2MHz+eoUOHiuyGtrY25ubmKCgoEBwczPnz53nz5g3nzp1DRUWF9PR0Adz09PTEwMCAmpoalJWVSU9PJyQkBElJSdTU1LCyssLBwYG+vj6ampoYNWoUz58/59OnT8ydO5dnz56xe/dubty4QWdnp3gr19TU5JtvvsHY2JiCggIhMO/q6sLS0hL4D+ags7MTT09Pjhw5wsuXLxkxYgTv37/n8OHDLFu2DAkJCdrb23F2dsbd3Z2nT5/y9OlTiouLGTp0qAhGT5w4kd7eXuzt7SktLSU5OVm0H52dnQkNDQUQ0m11dXWsra0pLCwc1HVw9epVpKWl6ezsRF1dnbq6OtTU1MjMzOSzzz4TBoa6ujrMzc159uwZZmZmNDQ0iGCqqqoq+/fv59WrV+zZswd/f3+2bt3Kb7/9hpWVFd7e3hQXFzNjxgyeP3/O0qVLiYmJ4csvv6Snp4fy8nI0NTXFUdqwYcNYt24dEhISaGtrc/v2bfz9/Tl79ix79uwhISGBtLQ0Ojs7uXXrFrKysjg5OWFjY0NHRweOjo5UVVXx9ddf09HRgZ+fn8Br9PX1ERgYiLW1NaampuIofOXKlSJPVF5eLgK0a9aswd3dnalTp3Lu3DksLCyQk5MjKCiIy5cvY2hoSFxcHE5OTuTn55ORkUFFRQUzZszAxsaGA8eOcbuhgWTgNSD7fzRWTU1N8fHxYe3atTQ0NBAbG0tUVBQTJ06kp6cHMzMz+vr66OnpwdXVldbWVk6dOsXWrVu5e/cumpqaxMfHo6CgwKFDh2htbUVZWZk5c+YQEBDAvXv3iIyM5N69ewBMmjSJjx8/MnfuXDZt2kRAQADZ2dkkJyczbNgwYmNjGTVqFPX19Xh7e/Prr7+yaNEitLW1ycnJoaKiQkyq4uPjsbGxQVNTk2fPnvHrr7+iqKjIs2fPCAkJERtBFxcXdHR00NfXR1paGmlpaRQVFSksLGT58uWoqKhQXV2Nubk5pqamlJSU4OHhwdmzZ/Hw8CA7OxttbW28vb0ZMWIEXV1d6OnpYWpqSllZGSNGjBD4nfPnz/PVV19RVlZGf38/dnZ26OrqsnLlSpycnJCTk2P27Nl0dXWhoaGBiYmJ2MxmZmYiKyuLl5eXUNC1tbXR3d0tjBSVlZW4uLjw4MEDpkyZIrJYT58+ZciQIezYsYOQkBDa2trIy8ujvLwcbW1tQkJCqK2tpbm5maysLJYsWUJ6ejrW1tZCyL1v3z7MzMyYO3cuMjIyIoukrKzMlStXxMbn06dP5ObmoqSkRGdnJ8OGDePTp0/cv38fW1tbLl++TEhICDY2NqSmpqKvr4+srCx79+7ln3/+4euvv+bNmzccPHhQhNDHjx+PtbW1kNgvWLAAQ0NDiouLxRGyr68v/f394png4+ODrq4uxcXFnDt3jqVLlwoel4qKCm/fvqWzs5MPHz6IjYSBgYGIowz+XP/444/cvXuX8vJyPD09MTIywt3dncuXLxMeHs7NmzcZOXKk2PD7+vri7e3NqFGjePPmDeXl5UyfPp0dO3bg4OBAbm4uvb29Ilv46tUrMjMzOXv2LK6urkyYMAELCwv6+/vR0dHh/PnzKCkpibZ3RkYGmpqafPz4kQcPHoi888DAANLS0vz8889MnDgRIyMj5s2bR3NzM42NjSQmJuLr64ubmxtz5szBx8cHBQUFFi5cyIULFzh//jzDhw8nNTWVhoYGgoKCBLxYXl6e7u5urK2tiYmJISYmhtraWkJDQ3Fzc0NOTg4XFxe2bt1KUVER27dvp6Ojg7CwMO7du4eJiQlHjx5l1apVfPr0SQCJ7969y9q1a8XXOyhLt7S0xM7OjqqqKvHr9PR0Jk+eTG9vr1BraWlpYW1tTVBQEB4eHujr6xMSEsKHDx8ICwvj4sWLaGpqoqCgQFRUFElJSZw5c4YxY8Zw5coVZs6cSUdHB5mZmSgoKNDb28uDBw9YsGABAwMDmJmZce3aNc6fP8/cuXPJzMzk6dOn/27U/tt19OjRTStXriQ9PZ2vv/5anPGbm5tTU1MjGkiJiYnIy8vT29srphazZ8/mu+++47vvvhNqGmNjY65cuYKVlRXy8vL09fWJJpqEhAQKCgrCHWdoaMiTJ0/49ddfMTQ0xMTEhEWLFrFu3ToaGhowNTXFyckJa2tr9u3bx8uXL5GSksLd3R0FBQV0dXUFDLS4uJimpiYUFRWZOnUqT548YcWKFezfv59p06YhLy9PSUkJZWVlfP755zx8+JD8/Hz6+vqQkZHh119/FZqpv/76i9jYWGJjY3n79i1r1qzh4sWLTJgwgU+fPmFlZSUo3Xl5eXh5edHT08OUKVOQkZHB1NSUBw8eqc3LEgAAIABJREFUiJuti4sLZmZmXLlyhfb2dsaNG8eDBw/Ys2cPOTk5PHz4ECUlJaysrMjPz6e8vBw5OTm0tbUJCAjg8uXLImt14MABcnJyMDExQU9PT9T+/f39WblyJc+fP2fEiBEsX76ct2/fcvbsWYKCgrh69SppaWkC/SEvL09CQgIyMjK4uLgwffp0SktLOXjwIEOGDKG6upq7d+8yadIkEhMTBV383LlzvHr1CikpKZSVlZk5cybFxcXCkfn+/XssLS1pb29n06ZNzJ49Gw0NDezs7Lhy5Qp9fX0MDAzw6dMnhgwZgrS0NKNGjQLgm2++ISEhgd9++42qqioBqayrq8PExIRr166xa9cuvL29UVVVFXk4JSUlVq5ciYyMDLdv38bDw4P6+nqCg4PFlC4gIICffvqJyMhIZs+ezciRIwFYu3YtGzdu5PXr16xbt47p06fz/v17ERwe/Azfv3/PZ599Rl5eHoGBgXh7e4vj0kWLFnH79m0KCws5deoUMTExAp2wfft27t27h7q6OpaWlnR3d/PZZ5+xbNky2tra6OrqYufOnSgoKJCWlkZeXh69vb1i86mqqoqNjQ0bN24UUyQ3Nzf8/PxITk5GQkKCAwcOMHXqVPT09AgODiY4OJiUlBRWrVrFli1bcHJy4saNG1y8eJGtW7eSnJyMqamp0KO5ubnx+eef89VXX/Hw4UPMzMzo6enhzJkzzJ49m6KiIgCCgoL48ccfsbGxQV5eHn19fYKCgtixYwcZGRk4OTkhLy/Pt99+K7yP/v7+nD59Gl9fX5SVlfnqq68AKC4uZsGCBdTU1BAZGUlWVhZhYWEcPXqU4cOH8+OPP2JnZ4eEhARnz57l0aNHKCkpUVZWJjIyWlpa1NbWoqenR0lJCTt37kRJSYmAgACKi4vF0XVLSwuvX78W12BERAQvXrwgPj5eNPkGWXja2tosWbKElStXYm1tzfnz54mLi+Ply5ekpaUBiHiEvr4+Pj4+FBQU4Onpyffff4+UlBTa2toMHz4cU1NT9uzZw3fffYeGhgZqamq8fPmS1NRU3r17Jwwjfn5+tLe3Y2lpSUREBAcOHCAqKgpVVVURtRicPJeVlaGsrExVVZVQz1VUVODg4ICTkxNHjx6lpaUFOzs7xo4di7a2NuHh4cTFxYmX4draWnx8fJCTkyMtLU1giQbBs+np6VRWVtLe3k54eDjh4eE0NDTg6uqKj48PiYmJFBQUICsrS1RUFFu2bKGlpYWYmBhSU1N59uwZGhoatLW1iZdqFRUVHBwcCAkJIT09HQUFBXFU7+/vT05ODkpKSlhYWPD69WvKy8v5559/KC0tJTAwED8/P3R1dcnPzycxMZGAgACcnZ2xt7fn3r174sVYVVUVd3d3MeF9+fIlWlpaHDp0iKtXr7J8+XIUFBQE8sjY2Fj8XklJiSNHjjBq1CixqYuIiBBTo/z8fBoaGkQu9tOnT0RFRWFra4ulpSUNDQ0kJydjZWXF+PHj8fHxwd/fnwsXLvDu3TvB05w+fTrHjx8XR9bd3d2UlZXx4cMH6uvrxd/T3d3NiBEjiImJwdfXl8ePHzNlyhQKCwvZtm0bkyZNwtHREQB7e3sqKir4+PGjmOitWrUKAwMDsrKyBED9zJkzrFq1iuPHj6OgoMC1a9cYMWIEvb29pKSkiHLSoUOH+PjxIyEhIaLxrKamRlJSEnPmzKGtrQ1jY2O8vLzQ1NQkMDCQ33//naioKFpbW5GUlOT48eNs2bKFkydPYmdnh4mJCdu3b+ePP/5g3759qKio/Nv6/G/X77//vsnR0ZEPHz5gZ2eHkZERhoaGBAQEoK6uTk1NDa2trTx48EAcn125cgUnJyehgBoYGEBZWZl3797R1tbG5s2bef78OW5ubmIcHhERQXZ2Nt988w22traMGTMGgJs3bzJjxgzCw8ORk5Pjhx9+4LfffmPt2rVoaWlhZGSEnp4e48ePp6mpiblz55KYmCh0LZcvX+b48ePixvj8+XPBcdq4cSOysrKMGjWK1tZWWltb6ezs5Pr160RGRuLs7Ex2djY5OTniqPXevXvMmDGDhQsX8vnnn5OXl4ehoSEeHh50dnYSFBTE+vXruXDhAhMmTGDcuHF8+eWXhIeHM3LkSCZPnkxfX5/IqJWVlZGXl4e2tja5ubn09/eLsPOg7mfYsGEij9Pd3S0yM9bW1ly9ehV3d3eMjY05d+4cq1evZvTo0dTW1jJjxgwmTJhAeHg4169fZ968eTQ2NlJUVERHRwd2dnbU1dWxZs0atLS06O7uJjExkY0bN+Lm5sbo0aNpbGwkOTmZ9+/fk5ubK6akRUVFDAwM4OTkJFhKy5cvR01NjenTp7N48WJmzpzJ1atXxQY6MzNTNDw9PDzo6emhurqamzdvkpSUxM8//0xhYSGBgYHcv3+f9vZ2qqqq2LNnD42NjSgpKeHh4UFRURH37t0TcmBvb29R8pg3bx63bt2itrYWR0dHDA0NMTQ0pL+/nzt37ojWrKamJi9evCAzMxMtLS0uX77MmDFj0NHRobKyEikpKVRVVfHz8xNB96KiIo4dO0ZUVBQnTpygpKSEr776CgsLC3H0NnXqVFJTU1FTU8PT01MAgl+/fk1bWxunT59GTU2NyMhIJCUlBQF9ypQplJSUEBQUxOrVq7GwsMDb25uEhATmzZuHvr4+NTU1yMnJISsrK16I4uPjqa2tRV9fn88//1zosgYdsD09PXz//ffo6+uzdOlSFBUVAZCRkSEjIwM1NTUqKiowNjamo6ODwMBATp8+zZQpU5g0aRJ9fX389ddfQs68atUqKisrAVBRUeHSpUuCZScnJ0d+fj6mpqYEBgby6NEjdu3axU8//SSafWZmZhw/fpxNmzZhbW1NeXk5kydPprS0VPhIo6KiOHXqFDk5OUyfPp1r167h4ODA2rVr+eWXX1BXVycoKIisrCxaW1sFAuf27dtCDzUo4dbS0hKeRB0dHX744QckJCQYPnw4O3bsEBypuro6njx5wpgxY8jLy+Ps2bPY29sjISHBmDFjmDRpEs+fPyc2NhZNTU3c3Nzw8vIiPz+fK1euUFRUhKamJtra2iQkJDBnzhyuXbvG48ePGTduHMXFxZiYmPDx40emT59OX1+fCMUbGBiwceNGUlNTMTExEaqyBw8eEBMTw4wZM3BwcBB+00FFnZOTEw8ePGD69OmkpqYyb948bG1t6e/vx8bGBk9PT+Lj47G0tKStrY1jx47h7OyMoaEhCxcuJD4+nqKiIg4cOMDs2bMFvkRHR0eE7ZWVlbGwsKCnp4fjx4/j7e2NmZkZZmZmZGRkUFpaiqysLDIyMrx584bCwkLCw8OxsrJixYoV6OjocP36dTw8PCgtLSUuLk6UZLKysjhx4gQ5OTncuXMHT09PZGVlWbBgAT09PcjIyDB37ly2bdvG/fv3+f333zlx4oQ4ZnR2dhZcwZaWFuLj4wX139nZGVtbW+Tl5QU25enTpygqKooNhp+fHwcPHmTz5s0MHTqUT58+MXnyZOLj4wGwtbXl5cuX1NfXk5ycTFBQEPv27cPBwQErKytkZWVJTExESUmJuXPnMm7cONzc3JCXl8fe3p4LFy6gqakpBhIZGRnY2dkxZ84cYmNjCQsLo7KyksrKSuTk5ITOy9zcnDNnzqCurk5qaipmZmYkJiZSWlrK9OnTefDgARMmTMDU1JTc3FxGjhzJtm3bWL16Ne7u7ixZsoStW7eSkpIiPLUASkpKqKiokJeXR2RkJD///DMtLS2EhoZibGzMnTt3KC4uRltbm4kTJ1JfX8/s2bPZsWOHsIn8/vvv3L9/n3fv3uHi4iKiA4WFhcjLy/PTTz9RX19PaWkpfn5+KCsr09vby+LFi/njjz9ISkqip6eHzs5Oli1bRm5uLioqKtjY2GBiYkJXVxdaWlqYmJhQWFj470Ttv127du3a5Obmhp6eHuPGjUNGRgYZGRns7OyQlZUFoL6+Xoz6B3M/ycnJbNiwARsbGywsLCgsLOT9+/esWbNGIB9sbGxQUFCgv7+fmJgYampqRLX41atX4jigqamJnJwcHj9+LFgrOTk57Nq1C0NDQyorKzl8+DDjx4/n9OnTGBgY8Oeff9Lc3ExnZycrVqzg/fv34q3Y1NSUiIgIFi1ahLGxMWVlZdTU1ODj48PAwADTp08XrcJly5YJVtvDhw+xt7dHQ0ODdevWicnBYNFBUVGR+fPn8+bNG2bMmIGrqyuRkZHs27cPS0tL1q5dy+HDh5kyZQp3794lPDyc6dOnk5WVhbu7O729vejq6uLq6oqioiJlZWVcuHABAwMDQkJChLdyzJgxpKWlceXKFU6cOMHatWv54Ycf8PLywtfXV4izU1NT2bVrl2Bx/frrr+zdu5cxY8Zw+PBhZs2axe3bt/Hz88PS0pJff/2VkJAQzpw5w40bN9DU1BS1cUdHR/z9/amqquLu3buC6m5kZCTC78HBwcjKynL+/HkxBXvy5ImAN2ZkZDB8+HAxpfPw8MDNzQ0pKSlWr17NmzdvCAgIwMDAgLi4OObPn8/QoUPJyclBXl6eW7duiZDw+fPnqa2txcnJiYyMDDGxcXd3JykpiaioKEJCQnjx4gX37t2jv7+f/v5+GhsbUVVVFW/8hoaGHDhwgIaGBmbMmIGWlhY3b95kyZIlAoMxCLmVkZGhpaWFzs5OFi5cSFpaGqNHjxZk+kuXLlFYWEhxcTGqqqoUFhZy8uRJNm3ahLm5OXZ2dhQVFXHr1i10dXWFyHmwjblo0SLevXvH4sWLOXz4MEOGDKGgoICQkBBiY2NxdHREXV0dX19fioqK8PLy4uLFiyxfvpy0tDRsbGzo6uoScFljY2Nev36NlZUVS5YswcjICAkJCSQkJEhNTaWgoIDJkydTVFTEF198QW1tLZcuXUJSUhJzc3NMTEwYOnQoYWFhGBkZUVVVRVBQEC0tLaipqWFtbU1kZCSxsbG0tLSIB+ug/snU1JSNGzdSWFiItrY2MjIyPHnyhI0bN5KWlkZpaSm1tbXY2tryxx9/0Nvby/z588Wx3PHjxyktLWXevHnC72lkZER8fDy///47RUVFvH37VjQ3Z86cSW5uLlOmTGHTpk28e/cOPz8/xo0bh5ycnGifnjlzhubmZubOncvBgwd5/vw5JiYmwj+orq7OsGHDGDZsGG5ubmRkZIgXk6ysLKKjo9m7dy9RUVG4uroSERFBREQEd+/eRUNDg8WLFyMhIYGzszN1dXVUVVWhrKxMRUUFs2bN4rfffhMT0urqaoYPH05oaCihoaG0trZiZWVFXl4exsbGPHv2jOnTpwvt2/nz56murubzzz/nn3/+YdasWRw9ehRNTU2io6M5fvw4AQEBHDt2DElJSbS0tNixYwd///03gYGBaGhoMHHiROA/eITGxkYRuygpKSEgIAA9PT1OnjxJcnIyFRUVxMXF8cUXX9Dc3ExKSorAyBw+fJhTp04xceJETp06haenJ2ZmZly8eJHnz5/z5ZdfcvbsWWxtbXn//j0BAQHs37+fvLw8gWcBqKmpYd68eaioqKChoUFcXBz19fWUlZUxbtw4TExMGDt2LFlZWcTHx7NmzRphvVi+fDkzZ85k9+7djBw5kry8POLj4+nq6iI+Pp7nz5+TmpqKpaUl3t7eKCgo8OuvvxIWFoa5ubnQkB05coTvvvuOHTt2sHz5cvbv34+RkRF//PEHL168YNOmTfzzzz+EhISQmJjI4sWLuXHjBp6ennz99deCJZeQkMCdO3e4cOECM2bMwMrKSoCoVVVVGT58uGDCmZubC3eqnZ2duB4aGhro6+tDQUGBmJgYdu7cyYYNG/D29mbIkCE0NTURHx8vilipqans3r2bU6dOMWfOHAoKCjh27Bjr1q3j5MmT6OjokJCQQHNzs+CUXrhwgfXr12NraytiQCoqKnh5eYlM4OD01dLSkqlTp/LPP/9QU1NDX18fdXV1LFu2jDNnztDR0cGNGzdwcXHhyJEjjB07Vpw29Pf3i1MzbW1tNmzYwIIFC9DV1cXc3Jy6ujoCAgLYunUrCgoKXLhwAR0dHUaNGvVvmeD/yTp16tQmb29vampqMDIyQlpampaWFj5+/EhNTQ2FhYVMmzYNgGHDhmFvb09fXx/t7e1oamqK6UZkZCStra309vbS1dWFjo4O586dIyMjg0OHDol23i+//EJ0dDTW1tZMnjyZ2tpawsLCuH37tpjmqaqqoqCgwIQJE0hNTaW6uhpDQ0PhyOvr68PMzIzJkyejoKDAiRMnGDZsGP39/dTU1GBra8uff/7JoUOHmDp1Kq2trUhLS3P37l3S0tKQkJCgpaWFsLAwYmNjRdvP3t6ekpISFBUVhQ+yqamJqqoq0fpJTk5m6tSpoo22Z88eXr58ibW1NTdv3kRKSooXL16IwGpoaCheXl6iMdTd3Y2fnx+vXr0CwNTUlKVLlzJp0iT2799PWloaxcXFrF27lrS0NCwtLfn06RNr167FysqKixcvUlBQgJeXF25ubqirq/Pnn38Kl+mgcklFRQUFBQVKS0tRVFTkwIEDvH37FvgPeNXExIS2tjbi4uKIjIzExMSEkSNH4uHhgZSUlGji/vTTT0hKSorNn6SkJNbW1hw+fJjExERWrVrFL7/8wqlTp0ROqKCggEWLFlFVVYW/vz8qKioUFxdz9epVAgMDSUxMxMXFhfT0dN68ecONGzfw9vamvr6et2/fIiUlxY4dO8Qm48GDB1hbWwsB8sWLFykvLyckJIRt27YRFRVFbGwshoaG7Ny5k4sXL7Jhwwb6+/s5deoU69evFyFjGRkZgoODuXPnDtbW1gQHB4up1dChQ2lra0NXV5fW1lYiIyPJzs7m+PHjLFq0CCUlJQYGBoTYOCQkBG9vb6SlpVmyZAk3btwgJCSEZ8+eMTAwgKWlJT4+PlhaWgp20/Tp09m+fTtjx47l+fPnfP3110yfPp1FixYxbdo0rly5QmBgIK9fvyYnJ4dx48Zx5swZ5OTkaG1tJTk5mZ6eHiQkJOju7qampgZJSUmOHDnCo0ePKCoqIjMzE2lpafFZjhs3jo0bN9Lb28vDhw/5+++/Wb9+PREREUIW3traypUrVxg9ejR79uyhoKAAV1dXVqxYwatXrzhy5AgKCgq8fv2aoKAg8ZBXUlLi0qVLAtUQGRnJgQMHAAQTKikpiYkTJ/LkyRMRGp86dSorV65k1qxZxMXF0djYSFRUFM+ePSM9PZ3o6GgaGhrQ0tJi8eLFnD17FlVVVaqrqxk6dCj79u3Dy8uLWbNm8eLFC/T19YmNjWXIkCEA+Pj4oKmpiYqKCsOGDcPf3x9DQ0MkJCQwMjJi27Zt7N69m9DQUP7++2++/PJLJkyYQEJCAtevXycmJkYgWPbs2cPt27fZuXMnhw4dIjc3l6KiIvT19ens7CQkJERkTG/fvs3NmzextLTE3d2d8ePHExcXx71798jIyKC4uJj+/n7evHmDvLw8ampqjBo1ivfv31NSUsK2bduoqakRDTwVFRX8/PwwMTFBSkoKV1dXzMzMqK6uFnq7rVu38urVKwwNDfHx8eHq1asUFBTw9ddfEx4ejrKyMsbGxgQEBJCQkEBRUZEQsRsZGQkkRG1tLbt372bIkCFCU7Zp0ybKyspQVFSks7OTrKwsmpqa6Orq4vPPP+fFixe8ffsWPT09jh07RklJyf/lc+bx48cia2lqaipeflRVVZGTk2POnDnC66qkpISRkRHr16/n/Pnz1NfXi5cBJSUlnj59ipycnDBKfPnll6iqqlJbWyvgzuXl5cjIyIijz97eXqSlpZk5cybHjx9HW1ubjo4OsrKy6OrqEm5gS0tLent7KS8vx9DQEGtra968eSNKUHfu3GHTpk34+Pjg6upKRUUFCQkJZGdnc/bsWWbMmCGOUocPHy4cn3Jycujr69PT0wPAlClThP0nLi4OZWVlysrKqKurQ0VFhaCgIMaMGUNLSwsTJ05EQkKCwsJCQkNDuXTpEuPHjwcQz62srCxhrBlEFVlZWfHzzz+jp6dHR0cHKioqXL58malTp3LkyBE2b97MwMAAXl5eQhk1ZcoURo8eze3btwkICEBeXp5Tp05hZmaGtbU1YWFhlJSU8O7dOwIDA0lNTaW9vZ22tjauX79OXFwc27dvJysriw8fPgj3aUtLi8g6m5mZMX/+fCQlJf8rPIfk/7utzb/r3/Xv+nf9u/5d/65/17/r/+v170QN2LJlyyYXFxfc3d2xsbHh9u3bNDU1kZWVJVREZ8+eJTo6GgUFBW7fvs1ff/3Fnj17sLGxITc3F1dXV+rq6nj79i3t7e08evSI/Px87t69S1FREbGxsVRUVBAWFoaBgQFXrlxhYGCAzZs3c+DAAdLT01FSUhJMMAkJCXx9fTl16hQdHR10dHTw8uVL3Nzc+Omnn+jp6RHBzrq6OlFnb2pqoq2tjX/++YdRo0axbNkyYmNjOX/+PGlpaejr6+Ph4YGKigpr1qzB19eXa9euMXfuXFJTU9HU1GTSpEn09vaSmZmJmpoa3t7ewuGXn5/PvHnzaG1t5d27d9jZ2aGurs7Hjx+ZNm0aJSUlWFpaEh0dLdAZKioq9Pf309DQQHV1Nf39/SKIrKyszG+//YaTkxOJiYnExsYyZ84cZGRksLCwIDAwEGdnZ5SVlVmyZAmzZ8/m8uXLNDc3c/jwYeTl5UV5Yd26dYSFheHo6Eh7ezuVlZV4e3uzdOlSRowYweXLl5k/f74IrGdlZbFs2TI+fvzItm3baGhoYGBggMbGRjZu3MiqVau4fv06NjY2wh84fvx4XFxcyMjIYPXq1aSnpwt2lK6uLuPGjSM2NpYNGzbg4uLClClTkJOT4+DBgzQ2NrJ582aSkpLo7OykqamJP//8k9evX7Nz506hhCovL8fIyIiysjJSUlKEBSA1NRVZWVm6u7uZNWsWPj4+aGlpibdQOzs7HB0dCQwMpLGxkdevX7N//3727NlDdnY2ioqKvHz5Ejk5OczMzHj79i2NjY10dnYK7l1LSwvbtm3D0dGRpqYmrl27RmRkJDIyMmzdupWcnBxUVVXJzc3F0dGRHTt2cPnyZcrKygQc88iRI5SXl7NmzRo6Ojpwd3fn8OHDREREAGBiYkJWVhZz5swRGbEPHz6grq5OY2MjpqamLFq0CA8PD+zs7MjLy0NLS4u3b98SHR1Nc3MzQUFBeHp6kpqayhdffEFycjLTpk0jNzdXEO7V1dWJjIxESkqK27dv4+joSH5+Pjt37uTbb79l3rx5bN68mUmTJpGUlMT27duZO3cur1+/ZunSpYwdO5aLFy+KCbisrCyZmZkiszl27FhGjRrF27dvKSsrQ19fn9zcXKZOncrDhw8FVNjMzIxVq1axaNEigoODsba25v79+8yePZu9e/fy4cMHvvzyS+Tl5WlqauLw4cMcPHiQp0+fCizLunXrRJvT29ubyspKoqOjuXLlCkpKSjg5OfHq1StSU1Px8PDg1KlTHDt2jC+++IK3b9/S29uLqampOHZzd3dHWVmZiIgInJ2dsbS0ZPv27UyYMEGYS9zd3Rk3bhzNzc04Ozvj4uKCvr4+iYmJYtKanp5OS0sLU6ZMISAgAF1dXdFW9vf3FxmpQUyDqakp06ZN4+7duwJM3draSkFBASUlJTQ3N3P58mUCAgJIS0ujvb0dU1NTqqqqBFxYV1cXRUVFZsyYQUNDAx8/fhStOjc3N5KSkvDx8SEnJwdbW1uhVps4cSLHjh3DxcVFsNR27NghmIyD92d5eXlqa2tZtGgRtbW12NjYsH//fnp6emhra2PZsmViojUIbQ4NDeXmzZsiCP+/Wt3d3Sxfvpy2tjaGDh2KkZER06ZN4++//0ZHR4ft27cTFBTEvXv3uHPnDk5OTnz//fcsWLCAyZMno6GhwaFDh5g/fz5jx44V2VgzMzNOnTpFdXW1aOnb2NgIpdOgFzUzM5MTJ06gpKRERkYGo0ePZurUqYSEhDBkyBDU1NRQUFDg6NGjeHl58ezZM/7++28qKir4+eefiY+PZ/bs2fT09KClpUVeXh5v3rzB19cXCwsLvvjiC3777Te8vLy4du0aBw8eFKo3Z2dnbty4wahRo9DT0+PQoUN4enqyfv16Nm/ezOHDhyksLKSlpYXRo0cTEhKCj48PmZmZuLu7C6bihAkTaG9vx8fHhwMHDvDnn3+io6MjCidtbW04ODhgamrK4cOHBWXBysqK5uZmpKSk2LNnD3/++Se7d++mvb2dsWPHEh8fz+PHj/Hy8kJCQkI0fevr6/nqq6+4du2aODUYN26cAI4PHTpUNLXHjh1LXFycyKx7eXlhb2/P6NGjOXDgALNmzRJf76RJk3j48OF/lVGTGBgY+N/9mf/fL0NDw4F//vkHJycnbt68ib29PVZWVrx8+RKAu3fvsmrVKjZv3oyioiKjRo0iIiKCmJgYPvvsMzZt2oSxsbEY/Q5iB5YvX87QoUMB6OzsFFqPpqYmysvLKSsrY8KECZw6dUp4L48dO0ZlZSVPnz4VG4zz588DUFJSgpaWFo6OjkyaNIk5c+awdetWCgoKsLe35+zZszg6OjJx4kTq6up4+fIlLi4uAgEAsHXrVrS0tEQtvaGhgYqKCt68ecO0adOIj49HWloaGxsbbt26ha+vL+rq6ujr6yMvLw/AoUOHsLW1FY2zZcuW8fDhQ+bOncv+/fvp7u4mIyOD7u5uXF1dMTExYenSpVy7do3Tp08DkJKSgouLC5MmTaKuro4FCxYQHh7O9u3bGTp0qKCQr1u3jhMnTrBnzx40NDT48ccfKSgoABBtnx07dojAdlFREerq6vz8888CYNnT04OmpqZgU82YMUN8L1lZWXh7e2NsbExmZiZ6enp8+vSJ7OxsrKysiIqKEkHqgYEBLCwsuHr1Kltf6BAbAAAgAElEQVS2bGHYsGEAQiUy+BCQkZEhPj5e/H/ExMTw+PFjamtrSUhIICAgAD8/P4qKinj8+DHwn/G9hoYGACEhIdy5c0fk2LZv3866deuYN28eJSUlGBoacunSJVxdXQXBHmDv3r309/ezaNEiMY5vbW3l7t27BAcH4+zsTFRUFHFxcdja2jJhwgSGDRuGhYUFampqACgrK/Px40eWLl3K/Pnz+eWXX3jw4AElJSWEhYVx7NgxJk6ciJWVFRkZGSxbtozq6ur/0zWVkZFBe3s7QUFBLFmyRPDOrl+/TlNTExISEqxatYrMzEx0dHQwNzfn1q1bxMTEALBy5Urc3d05cOAAfX19ODk54eHhwcDAANnZ2VhbWxMREUFGRgYqKips27YNAwMDFBQURJni9u3bSElJ4evrK6rxWlpa1NfXixvqw4cP2bBhA5GRkTx//pyHDx+Snp5Od3c3gHBzamtrC5fnYPvSwsKCtLQ0DA0Nxb9ZVFTE06dPUVZWpra2FoDQ0FBhjjAwMEBDQ4OFCxeyYMECLl++zMmTJ6mrqyMuLo5du3axc+dOAVIezCn5+vpSXl7OwMAAampqpKamoqOjw9u3b+nv76e3txcrKyssLS0ZMmQId+/eZfLkyWRnZzN58mTgP0q2Xbt2CSL8lClTcHZ2FuFnFxcX3r17R2FhIT/88AMpKSkEBgZy5MgRbG1tAfD39yc+Pl5kwADRUI+Ojubp06dIS0tTV1fHd999x969e1mzZg11dXXo6uoC//EzVlZW8uDBAy5duoSTkxPDhg0jJSWFkpISoqKi+OGHH8S94tGjR5iammJsbCw+l0HPZHZ2Npqamujq6rJ582bMzMxEkaG9vZ36+nrWr19PWVkZsbGxjBgxgpqaGgCqqqr48OEDly5d4smTJ+zfv585c+awa9cu5s6dS3Z2Nr6+vlRVVTFixAgAbt26hY2NDenp6QCkpqYSGhpKfn4++/fvR0VF5X959Dm4vvjiC4YOHSr+3CD+YxCWLScnh7u7O6mpqQQEBGBnZ8fevXtZsWKFuM4DAwNZv349f/75J/Cfpucvv/yCgoIC9vb2eHp6imP8wcb6nDlzuH//vmhMysvL097eLmI9GhoaTJgwgfHjx6Ourk5ERAQaGhrMnj2blpYWHB0defjwISNGjKCtrQ01NTV2796Ns7Mzq1evBiA7O5vo6GiePXtGXV0d27Zto6qqiosXL3LmzBnhAZ0wYQJPnjzh9evXzJs3j/7+fvbs2QOAtbU1kyZN4pdffhFNzrKyMqqrq/nss89QUVEhPz+fyZMnc/r0aTw8PAQj8MiRI+L+8fLlS2pqahgzZgxnzpwRZYJBuLeSkhLS0tKsX7+eefPmsX79ei5fvkxOzn+8Kurq6iQlJREZGYmVlRUGBgbs2rULOzs75OTkcHNzQ0VFhaSkJGHeiIqK4uXLlxQXFwMIfI+fnx+LFi3C399fFGBWrlyJq6sr2dnZEv+3PzD8O1ED4MCBA5v09fXp6upCXV2d8vJy9u7dS15enrhYN2zYgI+PD/Cfi+LgwYP09vZSUVFBaGgoL168wNvbGxkZGfLy8nB2dmbq1KkYGRlhb2/P7du3iYmJYeLEiTx9+pS6ujr8/f3R1NTExcUFKysr9PT0mDlzpmCBVVVVYWVlRXV1NfLy8vT09DBz5kyUlJRobGzk9OnTeHl58ddff+Hl5cXkyZPp7Oxkw4YNZGZmigZccnIy9+/fJyMjg++//x4HBwcKCgq4f/++4JcZGBhw584dfH19BWfr1q1bWFtb4+npycDAgBA76+npERkZSWVlJatXr+bSpUtkZGRgbGzMpk2bePHihQiBq6mpkZGRQXh4OE1NTWIiNdiOW79+vQivXr9+nbVr19La2sqTJ09EALekpESgHV6+fCm4Xk1NTdTU1KCoqIi6ujobNmxgxYoVNDY2cujQIfr6+lBRUSE7O1sgTrq6unjy5AkpKSnCdaimpsabN2/47bffWLVqFUOGDMHS0pKPHz+ip6dHfX098vLyPHnyREwJ3r9/LwCOg7DQb7/9lvT0dJydnXn06BEXL14U0E4nJydUVVWJjo6mvr4eZ2dnLl++DPxHhu7j44OhoSFZWVlkZmaiq6uLl5cXwcHBAMJLmZGRwfv37/+nxlpaWhoFBQUMDAxgaGiIg4MD79+/p7CwkHHjxjFt2jRB9z937hzNzc2iASsvLy9yaf39/YwaNYqioiJOnz7Ntm3b+Prrr/nxxx/x9vYmPDwceXl5Vq9eTV9fn/jZGGy5nj17lrS0NN68eUNZWRlSUlJIS0szd+5cCgoKePjwIQ4ODrx+/Rp7e3va2tpwdXVFTk6OxsZGfvrpJxISEoiOjmbfvn0CtOzs7Mz8+fN59eoVCxcuxMrKCmtra9TV1bl//z6zZs0iOTmZ0aNHM2HCBOrr6+ns7KS/vx9nZ2devHhBb28v/v7+NDc3k5mZKTApy5cv5+PHj3z48IGQkBAqKyuxsLAQDeampibq6+s5ffo0nz59oqamhsWLF9PW1saIESPYu3cvtra2/P7774SEhKCnp8eVK1cwNDTk5MmTFBQU0NzcTENDA7Nnz0ZHRwczMzPCwsIYGBjg22+/5ciRIzx79ozhw4eLzFZdXR0xMTHY2tri4uJCbW0tc+bMwdDQkNDQUPT09Jg8eTKhoaGi0PPHH3+IwoWtrS2urq5cunSJ/v5+3r9/LwoE/v7+jB8/Hi0tLeGz/OOPPzh48CCpqaliqpmRkcHu3bv5/PPP0dHRQU1NjQMHDlBXV0dRUZEQjMvKyqKurk5bWxsBAQFoamoiLS2NiooKjx49YvTo0WRkZAjHppubG/7+/qSlpTFlyhR0dHRYvXo1BgYGyMnJ8fnnn7N161ZaW1t59eoVvb29uLi4cPnyZVxcXNi2bRtmZmYEBwdTWlrKiRMnmD17NmVlZejp6VFRUcHJkyeJjIxEWlqa7du3i5dOgIGBAdFSBEThKj8/H19fX4yNjdHX18fT05OFCxfS1NSEkpISCQkJyMvLU1VVxbBhw9DV1UVPT48tW7agrq4ueFr/u6Wqqoq5uTkfPnygv7+fZ8+eoaCgQEpKCh0dHf+DvfcK6upsw3cvqdJ7b9J7VYooHVQQFexC7Nh7SyxJ1NhLLDHG2D5j19iiYMWKCgg2lKZ0UHqV3vdBhnf+e2bvme9gn+yZb5154ij8fmut93nu+7pITk4WDdyQkBDi4+OZNm0aT5484e7duwK+LS8vz5EjR7h16xZnzpyhqqqKgIAA/vnnHyIiIigoKCAmJob169czfvx4weisra2lvb2d/fv3i1KZq6srU6ZMEUaVbdu2oaWlhYmJiVAEGhsbY2xsLDAlfS9efVpDgFmzZrF9+3aSkpLw9PREX1+f0NBQMV2WlpYmNjaWK1euiAZ43zOzDxJ7//591NTUaG9vZ+LEiTQ3NzNz5kw6OzsBOHbsGEeOHCEwMJBnz56xYMECamtr2b9/P/7+/hgbGzNgwADS09NxcnLi8+fPQgk3cOBAnJ2d6ejo4OvXr9jZ2WFqairYbs+ePWPJkiVYWlrS29vL7NmzOXPmDCNHjmTTpk2CTBAaGsovv/wiso8vXrxg4cKFArOVmZnJt2/fWLduHWlpaejp6WFjY0N3dzfr169HRUWFtLQ0Pnz48D+F1H97nTt3btPIkSNFy0pNTQ0fHx/GjRuHj48PDx48+FeP8/EjY8eO5dOnT5SVlaGkpCR+2YmJibS1tQk3WHl5OQ0NDcTGxpKZmSnaVR8+fEBHR4fQ0FDq6upYt24dnz59ora2ltGjR7Nt2zY+ffrEtWvXWLduHQ8fPsTR0REdHR3GjRvH8uXLaWxsJDs7m+bmZmbMmIGOjg4nT57EyMiIq1evMm3aNLH+++eff5gxYwY2Nja4uLhw48YNkpOTUVdXZ9asWaIl2He6srS0pLi4mNLSUjZt2oSrqytRUVHU19fj6enJ0KFDiYiIYNu2bbi6ujJixAjq6urEOkFKSoro6GgUFBQICAigvLxcrK36ZNF37tzhxx9/5ODBg+zcuZPu7m6Ki4s5efIk6enpSElJERgYSEREBBkZGYwcOZKFCxeycuVKIiIi2LJlC6qqqqipqQm4qJycnDgFvn79GldXVyEqDw8Pp7W1ld9++01APfucpf369SMsLIyuri6BXlm5ciU1NTWYm5sjJyfHjz/+iI+PD8rKygwYMIDi4mKuXr3KiRMnSE9PZ+3atUhLS+Ph4UFKSoogcffJgpctW8a+fftEqPuff/6hubmZ5uZmVFRUUFRUZNiwYVy4cAEVFRX09PR49OgRISEhxMXF0d7eLthi48aNQ0JCQhDjGxoaUFNTQ1NTk9DQUKqrq0lKShL6EllZWcH62b59u2iCjR49mvT0dK5du0ZMTAw2NjaYm5vz+PFjjI2NkZOTA/5Fx4SGhgoEg4+PD3v37sXMzEysYv/66y8+f/5MdHQ0NjY2olX4/Plzxo4dS2trK0VFRTg4OGBnZ8e1a9fEmq9P6ZWcnExkZCRhYWGcPHmSu3fv8vjxY77//nukpaUpKSnB1dWVlStXoqGhgYuLC3fu3MHNzU1MB3NycsTkJDExkZUrV3L48GEhpz99+jTV1dUoKSmhqqrK0qVLWb16NaampgQEBHDp0iU0NTXJzc0V2JSenh7u3btHVFQUISEhtLe3c+bMGaZOnUpdXR3btm1jyJAhuLm5sXfvXtTU1OjXrx8TJkxATU1NQE0jIyP56aefqKurIzc3ly9fvmBra0txcTGGhobExMSgoKBATk4OlZWVqKqq4ujoyMSJE7lx4wZGRkb4+fmJCc+9e/f4/fffaW1tRVpaGiUlJRGwt7W1xdjYWNDci4qKqKmpEa3rs2fPcvToUXJycvj27Ru1tbVERkZSVVXFpk2bSE9PZ8qUKTx8+FB4Il1dXVFTU6OsrAwpKSnmzJkDIBqER48exczMjIyMDH755Re2b99OcnIyUVFRyMnJsWfPHvEwHzx4MNra2tTW1mJjY0NcXBydnZ00NzcTHR1NeHi4iHncuXOHmpoaKisriYyMxNfXl2nTpqGjo4OKigrx8fGoq6szfPhwHB0diY2NZejQobx//57Y2FhkZGTIz89HR0eHt2/fkp+fT2VlJRUVFcIY097ejq6uLiUlJSQkJBATE8PDhw+JjIzk6dOnKCoq0trair29Pb29vdy6dQszMzPa2tooLy8nOTmZzZs3C0l9X9Pz/+0KDw9nwYIF/Prrr5SWlhIXF0dWVhbLli3D19dXgLbl5eWFZuzUqVMYGRlx9+5dJk2aJJ4DkpKSwL/TsDlz5uDh4cGrV6/IzMxk6tSpuLq6Eh8fLw4d7u7uSEhIUFJSgr29PTk5OQLrZGVlhY6ODsrKyqSnp7N3717y8/N5+fIlQ4YM4evXrygrK+Pi4sL+/fsJDg6mp6dHKBOzs7Npb28nJiaGBw8esGrVKgIDAwX65v+UyVdWVrJr1y5KSkqECUZdXR09PT3k5eUxNTVlxIgR7Ny5k0mTJvHixQsGDhzIvn37OHfuHDU1NcTExDBp0iTWr1/Pb7/9hoqKClVVVVRVVREfH4+ioiK3b98Wk2ZjY2Phsf3w4YPQTn38+JHJkyeTmZlJXV0dUVFRKCgo8PjxY7S1tXFycqKpqUl8D3V1dVFTU6OoqAgTExMqKiqIjY2lf//+qKqq0tDQgJeXF+bm5mhqagqUkKGhIYmJiSxfvpwffviB06dP89dff/2v9fnfXkePHt3U53ebMmUKpqam3Lx5k1evXpGYmIi0tDTr1q3j+fPnLF++HBsbG9LS0ggICMDOzo6ysjIyMjJobW1FV1dXvJy9evWKdevWMWjQIDo7OzEwMBBwQF9fXzGR68sP5efn8+eff3LhwgV+//13FBUVef78uWiefv78mQ8fPjB69GhmzpyJq6srsbGxhISEkJ6ezt27dwkLCxNC4K6uLoyNjdHT06OkpITm5mb8/Pyoq6sTN/4RI0bg6OjIL7/8QkREBFlZWeTn5+Pn58f169eJiorC1NSU+fPnY2hoiLm5OfX19ejo6JCeni7o23035bCwMF6/fo2/vz8DBgzg4sWLIjtVWlrKwoUL8ff35+bNm3h7e5OZmcmff/4pGGSrV6/my5cvTJ8+nbdv3zJ06FDy8/P5/vvvaWpqEtL7iooKITzvk733SeUnTZrEvXv3SEtLExwmLy8vvn79ioWFBcuWLRPoiu+++449e/agq6tLQ0MDW7duRV1dndevX6Ompsb169cZPXo0PT09TJgwgZKSEtrb2zE1NcXS0hJ/f3+RY1JWVub777/H3d1dcJRUVVXx9vYmKCgIJSUl5OXl0dDQoKysDE1NTSHLfvr0KTY2NsjIyKCmpsaXL1/o7OykqqqKrq4u8aXvAz+OHz8eKSkpmpub6erqEg69PoWMu7s75ubmoqXa1NREVFQUZmZmyMnJce7cOTIzM7GzsxN0bwkJCTo7Oxk9ejQLFy5k+/btDB06VOTR3r9/z/Hjx4mJieHRo0fU19czbdo0rKysGDZsmLjRJSYmEhoaip2dHT///DOPHz+moKCA/fv309HRQVRUFKWlpVy+fBklJSX8/f158+aNyMx4eXlhb29PUVERsbGxGBoaoqamhqurK2PGjMHGxoY1a9aQlJSEsrIyq1atwtTUlEGDBonTdt/vrC9/lJqairS0NFOmTMHIyIhhw4Zx9+5d/vOf/3Dw4EF0dHSoq6sDwMrKSjStTU1NaW5upqOjg9jYWKEO6u7u5sGDB5w/fx43NzfKysro7OzE0NAQExMTKisr8fHxwcrKCgsLC27dusXkyZNxd3dnz549rFu3DnV1dS5evMiUKVPYuHEjsrKyaGtrc/bsWVxcXATepu+zGxISgoGBgYBUu7q6UlBQwHfffUdNTQ0SEhKCW3f27FmCgoKwt7cnLS0NKSkp0QyVlJTE399fNG779+/PjRs3UFJSwtHRkdraWkxNTdHQ0OD58+cEBARw5MgRkpKSUFJSEnnZ2tpagoODSUtLY86cOfj5+VFYWMjkyZPJysqio6ODtLQ0XF1dRRO8srKSq1evYmNjg5qaGoWFhURGRvLy5UsCAgLYuXMnJiYmTJgwQajqli9fjpeXFzdv3iQwMBA1NTUePXrEx48fKS0tFQT7+vp6srKyBOcxPDycTZs2UVhYyOHDh1FTU0NaWprLly/z8eNHjI2NRXzC2tqatrY2gWgYM2YMVlZW1NbWMnDgQFpbWzl16hRqampMmDCB5cuX8+zZMwIDA4mOjuby5cusXbuW77//nmfPnv2/PmtmzpyJjo4Oubm5eHl5MXDgQOTl5Rk5cqTQmJmamnLgwAE2b95MY2Mjp06dEmtjQ0NDYmNjheLp4sWLZGZmMnfuXIyNjbGwsOCPP/7AxMSEDRs2ICUlRXp6OhYWFnh5eYkMXVhYmMj1zp8/H1VVVQDxAh0ZGSl+36GhoWhqavL06VO2bdsmWqCGhoYCldSneWtqamLFihUcP36c27dv09XVhYuLCyUlJQwcOFCsOX/77Te8vb3p7e3l77//Zs6cOdTV1SElJYWDgwPm5uZ8/PiRcePG8c8//5Cfn8+7d+/YvXs3nz9/Jjk5mdDQUB48eMDt27eZN28eL1++5P3795SUlKCgoICCggKdnZ2EhISQkJCApqYmXV1dhIeHo6Ojw2+//cbYsWP58uULGhoaBAQEoKGhQWtrK1VVVVy+fBkrKyvBXDQyMuL06dMEBwczfPhwkfWtqqoiLCyMrKwsLCwsKC0t5dq1ayQnJ/P27Vs6OztJTExk4sSJeHh4kJCQgKenJ/PmzaO3t/d/HLX/9lq2bNmmPpbXsWPHxE3KwMAAbW1tpk6dyvz583F3d+f48eNUVVXx9OlTwsLCqKur48GDB+jo6NDU1MS7d+9YsWIFFy5cYO3atcTExHDlyhVmz57N0qVL+eWXX4RYPSEhge7ublavXo2TkxMBAQEoKytTUlLCnj176OjoQFNTk8WLF+Pv788ff/wBwNy5c0lMTGTQoEFMmDCBAQMGsGjRIiIiIrCwsBCqo7/++ouGhgZaWlqQlZWlq6sLLS0tzM3NBbesX79+pKen09DQICjaW7ZsISIiAgUFBQ4dOoSlpaU4LTU1NWFoaEhnZydaWlp4eXkRFBREYmIiCxYsECeytLQ0DA0N8fPz48OHD4wcOZLs7GwUFBRoamqio6NDBDJDQkLIycnh7Nmz2NjY4Orqirm5OT4+PqSkpJCUlMRvv/1GXV0dhw8fZuLEieJkqampSUREBO7u7vz999+YmpoKg4GkpCQnTpygubkZf39/HBwc0NbW5uXLlwJs3Jc9kJKSYuTIkTx9+pRr165x5coVxowZQ0NDA4WFhcyZM4dffvmFbdu2MX/+fDIzM7GxsUFfX5+xY8cKj5u2tjZjxowRrK89e/ZgZGSEhIQE+fn5KCoq8vfff1NVVYW+vj6tra0idxUREcHevXvJzc1l5cqV7Nq1S5wEHRwc6OnpISoqir///pugoCCmTZtGcXExra2tdHZ20tPTw40bN/j27RtPnjwhODhYZKUSEhKQlZUlOzub3t5eCgsLsbe3p62tjYCAAGxtbVFXV+fnn3/m9u3b7N27l6dPn9LT0wNAv379CAwMJCoqiqysLIKDg2lqaiIrK4va2loACgsLaW5uZvbs2cTFxXHjxg0MDQ3p6OjAzc0NMzMz5OXl2bVrF3v37iU6OpqsrCwcHR05ffq0UK5kZmbS0dHBjBkz6Orq4vr16+Tm5nLixAlaWlpIS0sTmA8jIyN++uknampqWLx4sZgU9vHbAgICeP/+PTk5Ofj7+wtkRGNjI3PmzKGmpoaLFy+ioKDAsGHDkJWVxcrKSrhhz507h6urq3ixkZeXZ86cOZw4cYKBAwdSWlrKy5cv6ezsZNiwYejq6vLrr78ya9Ys3r9/T3l5OfHx8VRXV1NRUYG9vT2DBg1i/vz5vHr1io0bN/L+/XtGjBhBV1cXnz59YuPGjTQ1NfHlyxc+ffpEcXExXV1dyMrKcvHiRaqrq1mwYAHZ2dmoq6vj7Ows7Aq7d+8WHD1nZ2fgXyxEd3c38vLyhIaGkpyczPPnz1m4cCE5OTki/B8YGCjI/wcOHGDWrFl4eHhw9OhRMdXv7e3l2LFj+Pr6YmVlxePHj5kxYwY7duygsrISe3t7bt26hZ+fH2/evAHg5MmTnDp1iosXL4q4Rx9GIjMzk9raWqZPn46xsTHp6eli/Zefn091dTWrV6/myZMnaGtrU1NTQ1FREerq6mJC4uDggKGhIadOnWLJkiWcP3+ewMBAfvrpJwoLC2lvb2fDhg1iDWdsbIyfn5+wMBgYGPCf//xHaLz6tF8eHh5oaGjw4MEDWltbaWhowMHBgdjYWLS1tTEyMuLr168EBwczduxYlJWVaWxsRElJidzc3P/HZ01AQACqqqpixd5XhmpsbMTGxgYDAwN0dHSYOXMmhw8fZsyYMTg7O1NXV0dWVhYmJiaCYXn48GFsbW2F/NzY2JhBgwZhbW2NhYUFnz59AmDatGlYW1vz4sULzp49S09PD6qqqty+fZudO3cSFxfH58+fsbKyYuPGjUyePJnOzk7Ky8spKSkRVhJ1dXXCwsLw8vLCz88PIyMjEhMT2bhxI4MHD6anp4fRo0fT0tKCpaUlDQ0NTJ06ldTUVObNmyc2Jvn5+YSHh/Py5UtSUlLYsmWLiBTcuXOHuro6qqurefbsGXl5eURFRSErK4u6ujqtra3U1tby4sULDAwMhFzdzs6OwMBAjIyMcHd3Z/r06eJ+19HRQWNjIwUFBcyZM4eysjKqqqrYsmULy5YtY/fu3aiqqlJaWipWurm5uTg7O+Pq6sqnT5/Q1tbm+vXr/PHHH8Jece3aNR4+fIixsTEGBgYMGzaMoqIijI2NiYyMJDAwkOPHj/Pzzz9z8eJFysvLuXLlCkuWLMHV1ZXPnz9TXFz8v4naf3tt27ZtU0ZGBsePHxfeuYULFzJx4kRkZWX54YcfmDZtGurq6sjIyIig7uXLl2ltbWXAgAE8fvwYIyMj1qxZQ319PefOnWPcuHFievXy5UvGjx/Ps2fPqKqqwsXFhY6ODiorK0XpQE9PD2VlZc6cOSNYMnZ2dkycOJGzZ8+yevVqVqxYIR4W06dPZ/ny5axZswY7Ozv09PTYs2ePWD/Z2toydOhQHBwc0NHRQUdHh9WrV1NeXo6LiwuXLl2is7OTMWPGoKamRmpqKhMnTmTHjh1CJq+pqSluSE+fPqWwsJADBw6wZcsWpKSkaGxspLq6msjISHR1dUWWJCoqCgkJCXx9ffnhhx949OgRZmZmnD17lnfv3mFoaEhKSgqvXr1i8ODBhIaG8sMPP2BjY4OGhgampqa8f/+e3t5e9PX1sba2RkJCgt27dxMVFYW7uzt6enpMnTpVtGnk5OSwtbWlra2N3t5epKWl+fDhA76+vpw+fZqAgAAePHjA3r17cXFx4du3b+zfvx9fX19sbW2Rlpbm77//Zs2aNfT09JCWloa6uroIjqanp7Ns2TIKCgq4fv0669evx9zcnKKiIpYsWSI0Unv27BFC7gEDBiArK0thYSFv3rzhwYMHTJ06FUNDQ2xtbVm1ahUpKSnCLWdubk5tbS1hYWFCpvzrr7+SlZWFnZ0df//9N6tXrxaMuIkTJ+Lt7U1XVxcnTpxgw4YNHD16FElJSbS1tbGxsWHdunXo6OgIy0RwcDClpaWkp6dja2tLv379SElJIT09HTk5OaKjo9m0aRPDhw9HQUEBRUVFsrOzMTMzY//+/SgoKNC/f3/Mzc25dOkSGhoaQqju4uLCrVu3GDVqlMjLeHh4ICcnx44dO1BRUWHPnj0oKChw//59EhISgH/VWfr6+oJZtWLFCrq6urCzs0NCQoIxYzsAMnIAACAASURBVMagpaUlxNm5ubkUFBQIqfK+ffuYNGkSbm5u3Lt3j7KyMiIiIlBRUeHdu3cYGxtz+/ZtnJ2d0dTUpLOzE1lZWb5+/SqKCUePHuXr1698/PhRZDrHjBmDvr4+OTk52Nvbk5eXx/Hjxxk5ciSSkpKCZ6inp0f//v3Zt28fvr6+pKamcv78eZKSkrCxsWHcuHHs37+fFStWsGDBAqqqqli2bBnDhg3j27dvIuQ+cuRITp06RVhYGJs2bWLkyJHo6uoKgK20tDSurq64urpSVVXF69evkZSUxN7eHhkZGaKjo1myZAlubm4kJydz9OhRDA0NkZCQEA3UvtV0eno6+vr6rF27Vrgf+9yq2trafP78ma6uLh4/foyjoyNSUlIkJiZy7tw5oRkLCQkRGdn+/fuLprKHhwfDhg2jvr4eRUVFxo8fL9ZjmzdvJiYmhkuXLrF06VLS0tKYNGkSPj4+jB8/HklJSRoaGli+fLngDc6cOZMPHz7Q3t4usroWFhaMGTMGHR0dUeooKSkRU+Bnz56JRnF0dDSjRo0SeTdTU1OWL19Obm4udnZ2ODg4CP7aokWLyM3NJSkpCUdHR3JycoSe6uvXrxgYGNDb24uqqiqhoaFs2LCByMhIMjIySElJ4fvvv0dBQQFVVVXy8vIYMGAA9fX1PHr0CAkJCVRVVamqquL7778XjduNGzcSERHBxYsXGTlypBDV//zzzxQUFHDhwgXU1NTQ1tZm6dKl3Lx5kxs3brB27VpcXV05dOiQgB13dnaSn59PYWEhenp6BAQEiK2NtrY2Hz58oLq6GmdnZ3JycmhubqanpwdbW1tSU1ORkpJCR0cHBQUF4uLicHd3Z82aNUyZMoWGhgaOHTtGdXU1JSUlFBUVYWlpia6uLvBvVKIvnzxq1CiuXbvGkiVLiI2NFbm82bNnY2lpybNnz1i7di2dnZ1cv36dadOmERQURFRUFEVFRcTExGBoaMjPP/9MVFQUe/fupaOjg97eXlpbW8W/0cHBgdTUVDIyMmhububbt290dXURHx/P7t27OXLkCCEhIaSmpjJixAgSEhIIDAzkwoULHDx4kOPHj2NlZSUYoYsXL8bb21u8HPdNvGNiYjhy5Aj19fVISUlRXV2Nmpoa3759w8DAAD09PSorK0lKSiIwMBAFBQVsbW3p6OjA2tqaIUOGoKamJmIwPT09JCcn/08h9d9ev/zyy6a+D3gfoK5///6Eh4cjJyeHhoYGioqKvHjxgiFDhvDt2zfev39PYGAgBQUFjB49mrNnz7Jq1Sr27t1LQ0MDNjY2Yv3Yt35xdnbG0dGRffv24eLiQk1NDba2tnz+/BlfX1/s7e15/PgxI0aMYOTIkUydOpUFCxbg5uYmwH8tLS1cu3aNVatWERsby927d6moqMDX15eoqChGjhxJXl6eqKlnZWWRlpZGWVkZubm5NDU1MXPmTL58+YKJiYkIVXp5ebF06VI6OjrYtGkTkpKSFBcXc+fOHQIDA7l37x4zZszAw8OD8PBw1NTUuHr1Kvn5+aSnpyMjI0NVVRWGhoZYWlqipKTE27dv0dXV5du3b0hLS3Pp0iV++OEHvLy86O7uxsfHh6CgIFHzjo+PR1dXl9TUVCorK/nuu+8wNTUlPz+fmzdvYmpqiouLC+PGjcPBwQENDQ1++OEHXr16hY2NDSNGjKC0tBQlJSVCQkJQUFAgOTmZuLg4lixZgrm5OVu3biU0NBRvb280NTV5+fIlkydPZseOHXh4eNCvXz/Wr1+Ph4cHo0aNEj9zW1tbLl68SHBwMJqamhgbG/PgwQNevXpFT08PNTU1hISEsHXrVuzt7fH39+f58+csWLCAuro6li5diqurK7t27eL48eOoqKjw7NkzLCwssLa2xt/fn8OHD4tAcnFxMUVFRbi5ubF8+XJu3LhBTEwMw4cPp6GhAV1dXdavX4+FhQU1NTUCchwYGMiQIUOwtLTExcWFly9f4ujoyMCBAzEwMCA3N1d4TJuammhoaGDatGkoKipiaGjIsWPHsLS0xNXVlYyMDCQlJcnLy8PR0ZGCggIUFRV5+PAhU6ZMYdGiRWhpabF69WpOnTpFVVUVaWlp3Lx5E1dXV1EoGDx4MHV1dYwaNYrg4GByc3NZunQpJSUl/Pnnn2RkZKCurk51dTVr165l4cKFtLS0UFxczL1799DV1RUTmMLCQqytrXn+/DnS0tJs27aNnJwcRo0axeXLl1m8eDFLliwR0NeMjAyKiorEuv6ff/4Rze2kpCQkJCR4+fIlzs7OmJmZ4e/vj6GhIenp6QIMu2fPHnx9fXF0dCQ/P59Xr15hbm7O27dvxeqssLCQ3t5e/P39uXPnDiNHjkRLSws7OzvOnTuHjIwM6enpLFiwgLS0NHx9fTl48CBHjhxh+PDhHD16FEAcDm7evMmECRPo7u5GQkICR0dHZs6cyZgxY/j48SO///47GRkZQl6+YMEC1NTUkJeXx8zMDC0tLfE57FMyffjwgYiICCQlJcnMzMTMzIzW1lbx4qisrEx0dDRqampkZmaipaWFk5MTw4cPJycnh+7ubuzt7amurkZfXx85OTmWLVvG8ePHaW1tJTs7m8rKSlauXImnpyfh4eHi5crY2JiKigra29s5dOgQmpqaqKuro6OjI1ZnRkZG6OnpERcXh5ycHJ8+fWLRokXExcVRW1uLs7MzVVVVyMjIoKSkhIaGBsuWLUNHR0d4Qj08PPj69Svjxo2joqKC1tZWGhsbsbS0RFlZGYATJ06QkJCAq6sr06dPZ/369bi5ufHkyROKi4sJDg5my5YtTJ8+ndbWVlRVVUlISEBSUpKenh7q6+vx8PBgwIABxMbGcvDgQR4+fIiDg4MQnGtpaYkWfW1tLRMmTEBaWhoLCwt8fX3x9/dnw4YN3L9/H1dXVxYtWoSqqioFBQXk5uYSEBCAnJwctbW1AhD88OFDoqOj+fLlC0+ePOHhw4fEx8fT3NyMoaEh3t7eHD16lNmzZ9PT0yNeErOzs8WhyMPDg6lTp5Keno6RkRE3btwQiidFRUVSUlKIjo4mIyODmpoagb958eIFc+bM4dSpUwQFBbFgwQIGDhxIREQExcXFbN++nfj4eLS1tXFxcRE/97/++gs1NTXy8vIwNzcXL9VtbW18/vyZoKAg5OXl+fTpk2jq2tjYYGFhwf3799HX10dbW5vly5eLl9K2tjZ0dHRoaGgQqsB+/frx5MkT5s2bh7m5OXv27CEwMJDTp0+L+9uMGTPYuHEjEhISxMbGsmvXLkaMGIGCggIFBQW8f/+eHTt2oKioyOvXr7l58ybGxsbIy8vj5+dHSUkJPj4+DB06lIaGBgYNGsSdO3eIjIzE2NiYZcuWMXjwYGRlZbl69SovXrzg69evDBo0iLy8PGRkZDh69Cjy8vIUFBQQEhLCnTt3/jdR+2+vn3/+edP/+ec+TIeKigo6OjrEx8djYWFBUFAQp06dYvr06WzdupX29nZcXFyQlJRk9uzZBAcH4+joKE5Turq61NfXC2m2pKSkCGA6OTnx6dMnDAwM8PPzw8fHh9OnT7NkyRJKS0u5desWixYtEg/Ozs5O8vLysLa2Zu/evaIx1Nvby7p16/jjjz9wc3OjtLSUGTNmcPXqVRwdHQVVecOGDVhYWPDgwQPgX+lwVVUVY8eO5dq1a3h6etLW1kZ9fT1paWkiwOvn54eFhQX9+vUjNjaWDx8+YGBggJycHPHx8aSlpbF161b09fUxNjYGQEdHB39/f3p7eykpKaG+vp7FixcTGRlJfHw8paWlQmS7Y8cOAgMDuXTpEhISEowaNYrQ0FAhDN+xYwdXr17l7Nmz5OXliQkfwNWrV1FSUgL+zRXduHGD1tZWgoODuXz5smD+qKioMGnSJH7//Xf69+8vsoRNTU0UFxczfPhw9PX1OXLkCOXl5ezatYtz587h6elJYWEho0aNQkVFhbKyMkaOHMnbt28ZNWoUhYWFKCoqMnHiRJSVlSktLUVGRoaGhgY+fPjAoEGD2L9/P4qKiqxdu5aPHz+SlpbGgAEDyMjIYMqUKRQXFyMrK8vw4cNFgzUyMhJ5eXnc3d3p7OwU/ycZGRkePnzI4cOHGTt2LD09PUycOFEwyNTV1Rk2bBjW1tY4Ozuzc+dOhgwZgrGxMZ8/f2bz5s1s2LCB9evX4+vrS1dXF0VFRQQHB/P+/Xvq6+uxsbERWau///6b4OBg0tPTUVFRYd26dYwcOVIofBYvXoykpKSY1vQVRiIiIoiNjeXr168cOnSI4OBghgwZQmNjI0+fPiUwMBAlJSWmTJki2Fh9hwpdXV2am5txc3PDwsKC4cOH8+OPP6Kvry9uirt372b48OFYWlqK9VpOTo5gYllaWooXyhkzZtDW1oapqSmampqEhIQQEhJCY2Mjt27dwtrams2bNxMREcGBAwdYuXIlcnJyIjj9/Plz7O3taWlpITMzk66uLqSlpQkMDCQxMREXFxdev36NtrY2Hz9+5ODBg8Jxa2JigoKCAmvWrBETlLa2Ns6cOYOZmRnq6urExsZy8eJF5s2bR15enshmvnr1ipaWFmbPno2VlRWXL19mx44d7N27l4MHD5KTk8OQIUOEM7i1tRVA0PzT09Px9/fn0qVLFBYWUlJSwqZNm/j27Zto4Dk5OYkpbHNzM3fu3MHW1hYLCwvy8vLw8fEhLS0NVVVVrKysMDMzQ19fHx0dHb59+8a0adPo6OgQnxcrKyuCgoKEfWTEiBEiXtFXqOpbWaakpNDe3s68efP49u0bAQEBpKamoqWlRX5+PufPn2fKlCnCpZyfn09OTg45OTlUVVXx6tUr+vfvj4+PDwkJCSgqKgqmmqurK1lZWcJE4O7ujo+PD1VVVbx9+5aioiJaWlqEdq6qqoonT56IUlN9fT1hYWHo6OhQWFhIXl4e3t7e7NixQxgE8vLyaGtrIzMzEwMDAxwdHXnx4gUqKirCCTx69GiBcOj7Dufn53Pw4EG8vb1pbW1FS0uLGzdu8J///AcpKSlMTU15+/YtYWFh3Lx5k5aWFmpra9m+fTuKiookJiYybdo0lJSURHbVysqKPXv2CBTF3LlzkZGRYdu2bcydOxdPT0/u3buHn58fLS0t7N69m+joaCoqKoiJiRE4D1tbW9zd3ZGSkkJTU1PEUwBGjx7NtGnTePbsmdjYnDx5ktDQUM6cOcPFixeZPn06LS0tWFtbs23bNsaPH4+XlxcaGhps3LiRCRMm0NzczN27d5k9eza+vr50d3dz+/Zt0VDX19cXzuLe3l5cXFzQ0tJi2rRppKSkICMjg7u7u8i3BgUF4eXlhaSkJC0tLaioqNDQ0IC+vj6dnZ3MmDGDd+/eERgYyJMnT8jJycHHxwcHBweio6P57rvv0NXVpauri/z8fGF4UFBQYMOGDdy6dYsbN27g4eGBoaGhKMQ8fvwYNTU1DAwMhP/21KlTKCsrU11djbW1Nbq6unz33XfC5mJtbU1paSkaGhpCg/XkyZP/tT7/22vr1q2b/k+eXHp6OqdOnWLSpEm0trby7ds3vL29RXi4urqa7u5u0tLS2Lx5M0lJSRw5coQxY8bQ2Ngo1DgjRowQmqk+vk6/fv24d++ecL4VFhZSUFDAp0+fxGkzICCAoUOHkpycTEJCAjU1NWRmZmJpaUlKSgqKiookJSVhbGyMjo4OJiYmtLe3ExUVxdevX6moqKC3t5esrCxkZGSQkZHh+fPnYsLT2tqKhoYGT58+xcXFhby8PDw8PLh//z4ZGRl0dnZSX19PY2Mj4eHhFBUVkZWVxbx58xg8eDBhYWFoaWmxZMkSbG1tRRA7OTmZ9evX8+zZM44fPy7Ycvb29gLF0dTURHV1Na9evRKgysePH4sv+IcPHzAxMSExMRFTU1M6Ozvx9fXlxYsXtLS0MGDAABGs7Qtq6unp4ebmhr6+vgAvurq6Iicnx9ChQ8XPLSUlRUjX8/PzKS4uFs7ItrY2RowYQWhoKM+ePaO4uJinT58SHh5ORUUFWVlZlJeXs3fvXiwsLMjPz2fQoEEYGRmxYMEC7O3t0dfXF+1FSUlJ3NzcMDU1pby8nAMHDrB161Zu3LghXnRPnjxJd3c39fX1AjR87NgxIZKPjY0lIiKCO3fuoKenJ5qCfe0sBwcHkpOTCQsLw9bWlrS0NBYsWICUlBSWlpYMGzaMPXv28OjRI1atWsX48ePx9PRk5cqVuLu7M3/+fMaOHYudnR0pKSk0NzejoKDAmDFjOHv2rHBn9j3s58+fz8qVK0lLSyMnJ4dLly4xdepUVqxYQVlZGXZ2dqioqNDb20tQUBA5OTkiMPvgwQP09PTIy8vD39+fQ4cOYWRkxKdPn2hubqasrAx9fX0eP35Menq6aLzu37+fp0+fcvnyZZYuXcrDhw/R1tZm3759DBgwgHHjxrF27VocHR05d+4c3t7eeHl5YWJigrS0NL///jtJSUkMHz6c+/fvc+bMGaSkpMjPz+fKlStERUURHx9PUFAQv/zyC01NTfj5+TF79mw0NDTEVGHdunXk5eWJ6aqKiooAfxoYGPDy5UuWLFlCWloaJiYmzJ07F11dXQwMDLh+/Trh4eGcO3eO1NRUjhw5grW1NQkJCWLtmJCQgIyMDMnJyXR0dFBRUcHWrVuZPn06169fFy7XTZs2CUelqamp+LfFxMSIldG1a9fEmszGxoasrCx6e3vx9fVl69at9PT08OXLF9ra2rh9+zZDhw6lu7ubwMBAlJWVuXPnDr6+vixZskR8nhobG+no6KC9vR1NTU2GDBlCXFwcioqK3LlzBwcHB27duoWtrS2GhoYiM3jhwgV8fX3JycmhoaGBiooKbt68Cfx7uCovL6e7u5spU6ZgbW3NDz/8wObNmwkLC6O5uZmcnBx6e3uZOXMmbm5uWFtb4+7uzunTp7l48SLR0dHk5+cL5lxHRwcLFy5kxYoVfPr0iUePHhEfH09cXBwzZszA3d0dRUVFqqqqyM7OZsqUKeTl5VFeXs6WLVvE/a+6uhpDQ0PevHmDhYUFNjY2jBo1iidPnpCWlsbq1au5du0ae/fupb29nXv37jFw4EDRFly+fDmLFy+murqa2bNnk5aWRnJyMqampqirq+Po6MiwYcNwc3PD3t4egCNHjjB16lSUlJQwNzfnxo0b2NnZ4ebmxvv375kyZQp+fn7MmzePsWPHcu/ePWxsbISX2sjICH19ffGdy8/PR0FBgZ6eHlpaWpg1a5Yo3/QRAMzMzDA3N0dJSUnoBWtra7G3t2ffvn2iqaylpYWDg4PYLGzfvp2oqChycnKYNGmS4DBmZGRw+vRp4d80MTFBSkoKd3d3EhISsLOzw8nJia1btxIXF8ft27exs7MjPT2djo4OCgsLMTMzw87OjvLycoyNjTl58iRfvnwRIPb3798TEBAgptl5eXmYmpry8eNH4fo1NzfHycmJzMxMNDQ0OHr0qGimS0lJkZaWhpaWFjo6Oqxbt47W1la2bNnCgQMHUFJSEqqr6upqZGVlMTQ0JDU1lYULFxIaGoqnpyenT59GW1tbeLG3bduGr68vLS0tBAcHY2lpSVZWFlpaWmzYsEFsrvqeEba2thw5cuR/q8//9tq1a9emPkZL3zV27FhevnzJixcvUFRURF5enoSEBNasWUNXVxcDBw6ko6ND/EK2b9/O/PnzKSkpQVJSEnNzcw4dOkRPTw9VVVWMHj2aiooKqqqquHDhAkVFRURHRxMXF4e+vj4NDQ3MmTOH/Px8Ghsb+emnn0hPTycyMlJkKoKCgjh48KAQ4fZNWxwdHdm6datovsXHxwsq9Pnz56msrCQ3N5fy8nIcHByorq5m1apVzJkzBzc3NxFurqyspKCggMmTJ+Pk5ISEhAT+/v5cvXqVwYMH8+jRI9LT03FwcKCjo4OrV68KGnxRURGDBg2ioqKCx48f4+TkRL9+/cjPz0dXV5chQ4YIPICuri7z5s3j+vXrtLa2kpyczNChQxk9ejRbt26lpaWFyspKKisr0dPTw9zcnMrKSjw9PbG0tCQ9PZ3KykqCg4OZO3cubm5uXLhwQdwg+25qvr6+gvPT52rbsmUL+vr6PH/+XJyqs7Ozqa+vp6GhgfPnz2NhYUFqaiqbN2/m1q1bGBsbo6ioSHt7u2ilKisrU1lZSU1NDUuWLBG+0NDQULHuNTIyEu6+8PBwuru7kZWVJT09HU1NTYGPqKioYPXq1VRXV/Pw4UNGjBhBS0sLFRUV3Lp1Cz09PR4/fixAlCYmJvTv35/+/fszZMgQysvLefDgAbNmzSItLY1x48bxn//8B01NTWxtbcWEy97eHltbW65duya8hX2WATk5OSQkJOju7sbU1JQTJ06QmpqKqakpiYmJHDt2jJSUFJycnHBzc+Pz589ISUlhZWWFkpISTU1NrFq1ikGDBtHR0UFdXR2XLl3C3d0dT09P6urqGDJkCO/eveP69essWLBA8M00NTWJiYmhqKiI4cOHM3DgQLHCyc3N5fz588jKylJeXo6WlhaZmZkMGTKEZcuWsWXLFnx9fTlx4gRr1qzh+fPnvHz5krdv3zJhwgS+fPlCVFQUL168IDAwkC1btvDgwQMWL17M5s2baWtrw9/fn59++klMDyZOnEhBQQGNjY0oKChQVFREc3MzsrKyaGpqYmFhQUtLC/fu3ePUqVN4enqKyIS3tzeqqqoYGhqycuVKgSnYu3cvnp6e3L9/Hzs7O+Li4jA2NhYMqT6UgqmpKdLS0lhbW9PR0UFmZiby8vLExcXx/PlzBgwYIFyQw4cPJz09nV27dtHU1MSJEyeEq7C7u5srV65gaGhIcHAwzs7OnD9/nlmzZuHq6kpHRwelpaWsW7eOgIAAFBQUePjwIYWFhfj7++Pk5MSDBw8wNDTk/fv3SEpK0tjYyL59++ju7ubHH39k6NCheHt7Y21tjYuLC3p6enR0dLBmzRoWL17MunXraGhoIDExEXl5eTFhHDZsGBoaGrx48QJ5eXnRWu6Ts/dx1WbNmsWXL1+oqalBXl6e5ORkBg8ejKqqKtLS0kRGRqKmpsbbt29ZuHChmJqqqqqKSe/w4cMFRiYrK4uWlhaRpfz69SuAiIlYW1tTVlbGypUrKSsr48iRI2zevJlXr14Jo4mpqSkODg5MmTKF8ePHY2xszNatW9m4cSNaWlqEhYWxZ88eJk+ejLy8PGpqaqSkpHDmzBmR31q4cKHwAV+5coWgoCB6e3tZs2YNP//8M/Ly8iJW8P79eyIjI9m3bx9ZWVm8evWKDRs2oKmpSUFBgWh097mHOzo6xOdsz5494jBpbW2NnJwcysrKDB48mLS0NOTl5UlKSsLZ2ZmmpiZ27NiBr6+vMLMcOHAAdXV1AgMD+fHHH4VfNykpCS0tLYYMGSLKHC9evCA7O5uIiAhGjBjBihUrRK724sWLZGdns379eg4cOEB2dja+vr6oqKiwceNGXr16hb6+PuPGjcPOzk60JAcNGkRXVxetra0CfeTk5ISJiQnKysocPXoUWVlZXr9+LcwUhw4dIiUlhcjISK5fv46lpSXPnz/HxMQEXV1dMjIyeP78OaampoSEhODr68v58+cJDw9n5cqVfP36lZcvX1JSUiKcpLNnz+bt27d0dHQwd+5cCgsLOXr0KNXV1eIg5uXlxaZNm6ioqCAnJ4cFCxZw+PBhmpub8fHxobOzE0lJSZKSkggJCeHatWt4e3tz7Nix/03U/tvrwIEDm1paWsSf582bx/nz50lISCAsLIynT5+KZlFxcTE7duygvr4eS0tL+vfvj46ODhUVFTg6OnL16lUWLFhAW1ubuKnr6ekRGxsrThQnTpygqKgISUlJkZtRVFSkpaUFHx8fUb/W09Pj3LlzzJ8/H21tbfT09Lh8+TIBAQH09vYiKSnJqFGjMDAwwMjICA0NDTZv3oyHhwd79+7l0qVLjB07Fm1tbd68eSPgthUVFUyePJmcnBysrKyYOnUqenp6LF++nCNHjnD37l3s7OyQkZFh586dfPjwAWdnZ8LDw3F0dOT58+fcu3ePsLAwQkJCqK2t5dmzZ9TV1bFgwQKkpaXFqvfJkyfs2bMHgLa2NmRkZFBXV0dLS4uLFy+KB31kZCTv3r1j+vTpmJub8+bNGxQUFHj//j1JSUmCet4HV/327RsfPnzA3t6e+Ph49PX1+e677zh37hwzZsxAT0+P77//no0bN9Ld3Y2mpiZycnIMGjQIdXV1Lly4QEtLC+Hh4fz6669cv34dDQ0NNDU1qa6upra2FhUVFZKSksTK+vXr13z69IkBAwbg7e0t2qU//fQTPT09BAcH09vby+vXr+no6MDV1VWIja9evSryc9nZ2Xh7e4sHZVRUFImJiTQ3N1NeXo61tTWPHz9GSkoKW1tb7t+/z6pVq3j+/DklJSVYW1tz5MgRPDw8aGxsFNqX48ePs3v3buLi4pCQkCAjIwNzc3NRXOjXrx++vr44ODhgZWWFi4sLjx49IiAggMrKSrq6upg4cSI7d+4kKCiIRYsW0dbWRkxMDMeOHWPGjBk8efIEIyMjSkpKePz4MadOnUJJSYmysjKysrJITk4WqJBx48Zx5MgRiouLGTJkCBs3bhTTN3Nzc2RkZAgPD6esrIy4uDimT58uIKxlZWXcvHmTkJAQwfTLzs6mqakJY2NjXr16xYoVK7C3t2fnzp3MmTMHDQ0NEhMTCQwMxMzMTEiqS0tL+e6779DW1sbQ0JApU6bw5csXdHR0OHHiBAsXLhQi8IcPH2JmZkZKSgo1NTVoamoyffp0Bg0axKJFixgwYACGhoYAorHd3t5OamoqlpaWHDp0iLlz55KamirwC+np6SgrK1NTU8O6detwdnZm3bp1DB48mH379vH161cyMjLIz89n165dNDY2MmPGDH799VfmzZuHh4cH6enp6DGACQAAIABJREFUtLa2UlNTg729PYWFhYSEhAgxuZ+fH4GBgWRnZ5OUlISMjAzDhg0Tyh0VFRVKSkqQkpIiKSmJjx8/4u7ujoqKCtLS0khKSjJ58mT27dvH3LlzAbhw4YK4L9XV1Qn+WEhICCYmJqSmpjJs2DDRoNPT02Py5MksWbKE1tZW0XDrW19lZGTQ0NBAbW0t0tLSNDQ04OHhgampKb6+vuzbtw8vLy+2bt3KxIkTUVVV5fr165iamvLnn3+KwkNf01lCQoJHjx4RHh4utH/W1tbU19dTW1tLXV0d3d3d4pCsqakpiPy5ubkcPnyYN2/e4OHhgbOzM2/evBH3mby8PLGaGzx4ME1NTQKOamhoKFhplpaWZGRk0NHRwYEDBxg1ahTKyspYWVkhKSlJW1sbzc3N9O/fn2XLlqGmpkZJSQnDhg0jMjISPz8/Ec+Ijo7m27dvAtlkaWnJjz/+SG9vL+PHj+fUqVP8/PPPHDx4kI6ODsLDwzE0NMTQ0FCsV728vGhubhbPiM+fPzNnzhwCAgK4fv26MMVcv36dRYsWUVhYSFJSkmBPbtu2jbt375KcnMyOHTtobm5GSkqK1atX8+7dO+rq6oTd5enTp8jKygpkTl9xadeuXTg5OeHp6UliYiJjxozhxIkTxMfHi+FFQUEBRkZG/Pnnn4wdO5a6ujqePHnC27dvkZSUJCgoiJcvX7J48WJiYmJob2/n7NmzeHp6EhcXx++//y5yhI6OjtjY2Ijms5WVFfX19cjLyxMUFPR/y8g+evRIcPfevn1LdXW1ULq1traK36+5uTlfv37Fz8+P/v37i2KDuro61tbWSEtL4+zszNu3b/H19aWurk5Yh0aPHo2TkxPBwcGMGDGCp0+fMmjQIJ49e4anpyfW1taUl5fz7NkzPnz48F/hOaT+P3/r+f/hpaGhQVJSElOnTiU5OVmobi5evAiAlJQUu3fv5ty5c6xcuRJzc3N27drFo0ePmDZtGu/evUNKSopjx47x448/8vHjRwAaGhoIDQ0FoLGxUYybL1y4wNChQ5GQkAAgNzcXKSkpgoKCOHfuHNXV1djb2/PgwQMGDx5MXl4eAL/++is3btxg586dbNy4kVWrVlFeXo6EhIRAFUyePFnUh/uaWw4ODkybNg34tx5+9+5doYTq7OzkxYsXXLhwgS1btlBZWSnUUJ8/f8bZ2ZnffvsN+DcwDQgfYW5uLsePHxc+zT4ifV1dHbdu3SI8PJw1a9YA/2aILl++LGj8N27cEGtHY2NjJCQkxOlSS0sLGRkZhg4dyt27d7G1teX06dNMnz6d5ORk/vnnH+BfjYyamho7d+6ksbGRkydPigbVzZs36devHxERETg5OaGqqsqhQ4fYuXMnHh4enDp1CkCsL758+SL+Pnt7e5Hh279/P2/fvmXz5s2oqakRGhrKpUuXMDY2FoH1efPmiQfcmzdvmDp1Ki0tLaSmplJRUcGGDRuYO3cud+7cobS0lL/++guArVu3oqioCPyLMJCTkyM8PFyEt/uuK1eucOvWLdavX09ycjJ3795l27ZtXL16laNHj5Kfnw8gmnV9ep++ACtAc3MzSkpKfPr0iZ6eHvbv/7/Y+6+gKq//DRu/6L1I7703UURBBZGiiAXR2A3G3nuLxkRNooklaizYe4kFYwEsoKGIgCCIIgiCShGQ3rvAe5BhzfyO/t//vPOeZZ05zOwR9t7Ps57Puu/rOoi9vT0HDhzA09NTqKz27NnDtm3bAIiLiyMxMRFZWVkCAgLIzc3F0NCQ+/fv079/f44fPy7+j2fPnmX+/Pni3wUFBSgrK1NbW8unT59oa2sTE7Xr168LUK+6ujpmZmbk5eUxceJEkXN0dXXFycmJw4cPExwczMmTJ1m8eDG3bt1CW1ubn376iUOHDjFw4EBOnjzJqlWrkJeXZ9asWeLvm5qaSmhoqFDPbNu2jV9//ZVdu3Zx9+5dOjs7hUPTwMCA06dP8/DhQzZs2MCuXbuAf3VH6enp4rjizJkzApUxc+ZMAA4ePMiVK1fIz89n06ZNfPr0iVevXvHgwQMA/Pz8qKqqIi0tDU9PT5ydnSkqKiIyMpIJEybw5MkT8Xp9x5c///wze/bsETR2GxsbWlpaMDMzw8HBgZ6eHl6+fElkZCSTJk3iy5cvHD58mN27d/Pnn39ibW2Nh4cHV65cEe+Jt7e3yCkeOXKEx48fo6WlJY7KDA0Nefz4MSEhIezatQsnJycmTpzI06dPCQwMBEBWVlbgQvoUau/fvxdsuT69XJ/dITc3l7t37xIaGioKE6GhoQwZMkTkQB8/foyUlBQXL14UOaIRI0awZs0aduzYQWJiIra2tmRkZBASEgL8+9D36tUrtm7dSmRkJHl5eaSkpKCurk59fT2jR4/+P5gRa2trnjx5wi+//EJRURHwrwpv48aNZGVlcfLkSX7//XfmzZtHeXk5Dx8+BKCiooL09HRUVVVRVVXl06dPvHnzhr4He0lJSbZs2UJCQgJ1dXXMnz+fd+/e8fTpUx4+fIiZmRkyMjKkpqZSUFBAe3u7MAj0rdTUVH799VfU1NQ4f/48hoaGSEtLExkZyeDBg3n06BErV65ET0+PgoICXF1dOXPmjAjS970vK1asoKOjg8jISLKzs/n06RMzZswQANd58+aRlZVFcnIyMjIyaGpqUlZWxrx588R3eNOmTaSmpnLw4EEUFRXx8PDAy8uLEydOICEhwdmzZ/n2229xdXXF1dWV8ePH8+XLF6Sl/91KyMvLs2zZMmpqaujs7CQ0NJSysjLMzc2pqqpi27ZtTJs2jZiYGOrr6xk7dqzY8GdmZorr+tmzZ/n06ROurq6kpaUxefJkFBUV6enpISkpiYSEBIKDg1mwYAFycnIMGDCAhIQEYZuor6/n/fv3tLe3M3v2bFxcXABobm4WXMHp06ezbt06rly5wqlTp3j37h3v3r1j9uzZwL8GhLS0NN6+fcvgwYNFBvLu3bv09PQwceJEoUns7u6mp6eHuXPn8vHjR+Li4oB/s30tLS3cv3+fAQMGIC0tjaSkJLW1tdjY2Aj80f+v9d9EDbhw4cIOMzMzNmzYQGhoKNnZ2QQEBPDzzz/z6tUrgoKC+Pvvv6mtraWrq4ulS5dy5MgRlJWV+fHHH8VUra8qbm5uztWrV9HR0SEjI4M3b94gKSmJr68vv/76K2FhYWzatIlbt26RkpLChw8f2L17NxcuXKC9vV04EH18fKivr+fFixfk5uaiqqoqnoYfPnwoGn65ublUV1cTHR3N69evef/+PdOnT2fOnDmoq6vT1NQknoYKCgro6Ojg06dPJCUlERAQwKtXr1BWVmbPnj1cu3aNlpYWAXsdOHAgly5dQlZWlr/++ov09HR8fHywtbXl/fv3Yozel/Pqk4avXbtW0NHPnz+PoqIic+fORVZWliFDhhAfH09AQIDIlvTpNfT09PD29mbo0KHExsaiqakpTA43b97Ezs5OaJymT59OfX09S5YsEUeFAwcOJC0tDVtbW06dOkVOTg7Tpk3j+++/Z+7cuQwePJidO3eioqJCfn4+S5YsQVdXlyNHjuDi4sLdu3fZt2+f0KA8fPgQdXV1kQ+rra1l4cKFXL58mXHjxmFoaMjbt29ZuXIle/bswdnZmcrKShEedXZ2xsrKSsBkm5qakJaWJioqCn9/fzo6Ouju7iYwMBB9fX0uXbrE+fPnkZaWZt++fbx+/Zp9+/aJ96C3txdra2uuX7/OzJkzqa6upqysjJaWFjH1++uvv+jo6BBB+z179lBcXExnZycXL14UYfvCwkKsra3p6elhz5493Lhxg7lz56Kvr8/t27extLSko6MDa2trWlpaCAkJEcdG48aNY/78+Zw6dYqXL1+yZMkSlixZQmRkJEOHDhU3XlVVVbq7u5k5cyby8vK8evWKAwcOiJzQrVu3CAwMpLe3l61btwotVR/r78KFC6xcuZL79++Tnp5Oa2srISEhhISE4OnpSW9vLw0NDdTX1+Pj48OWLVtYuHAh1tbWIsNZUVGBnJwcd+7cYcWKFQIe+/3331NWVkZtba2QSxsZGdHW1saCBQsIDAzE0NCQ/fv3M2rUKK5fv86yZcuoq6vD3Nwcc3NzLly4gI6ODsuXL8fPzw81NTXu3btHdXW1yATOmDHj/7ggFRQUMDExoauri+TkZLZu3UpERARNTU2kpqYyYsQIDhw4gKysLHfu3CExMVE0MO/cuUNNTQ3S0tKYmpqyZs0alJWVuXLlCqNGjeLNmzdUVlZia2vLr7/+ipmZGT09PRQXF/PXX3+Rn5+PhIQEgwYNIiQkhKKiIqHqKS0tZceOHZw7d479+/cLfVJfhic9PZ3Zs2fT2NjIlStXaGxsZPfu3XzzzTds2rRJEOSnT5+OgoIC3d3dbN68GUNDQzIzM/Hy8sLe3h4DAwOMjY0xMjIiJiaGxMREwQlMS0vj0aNHwn354cMH5OXl8fHxYd68eTx79oyysjIyMjLo168f8+fPJy0tDR8fH+bPn09SUhJPnjyhurqa3t5ejhw5grOzM1lZWUyYMIGoqCgUFRWRkZFBTU2N+vp6Pn36xODBg+np6cHGxoYffvhBNPbs7OyEbsrW1paioiKhm2ptbcXOzk64aG/evEliYiINDQ389ttvDBkyhJaWFoEN0tLSEuzFc+fOMWbMGBQVFbl//z7y8vIMHTqUlJQUNm/eTH19vUAihYWFMXfuXBYtWiTyuIaGhmhpaeHv74+rq6soQZw6dQo3Nzc6OjpobGykurpabHL6Mn9KSkqMHz+es2fPMmHCBNzc3NDT0yMmJgZ7e3uMjY1RVVVl4cKFVFRUkJKSwpAhQ9DU1MTCwoIPHz6I+MrKlSv58OEDtbW1tLW1Cbm5jY0Nra2tfPr0SWTH9PX1GTduHE5OTkhKStLb28ukSZMoKCjAzMyMly9f0tjYiISEhNAGbtu2TeQmR44cSUZGhniNpUuXCgqDgoICdXV1ODs7Y2RkRGBgILdv32bSpElERkZibW1NRUUFbm5uLFy4kJaWFn799VeCgoJYs2YN06dPx8LCgsrKSvLz8wVbVF9fn/379wuzhZaWFoGBgZSXl5OSksLp06dpbW0VTuji4mK0tLRwdnbG1dUVXV1d4uLi0NfXJyAgQJQUTU1Nqaqq4tmzZ/8dff6v6/DhwzsmTZokgqzLly8nLCwMFxcXjI2NMTExobe3l9GjR4vQeXl5OXPnziUiIoL6+nquXbuGn58ff//9Nx0dHbi5uQkMhba2Nj4+PixduhQ/Pz9RCfb29iY2Npbx48eLaYuHhwdHjx4lPj4eRUVF0Rzx8vISrcghQ4bw4MED+vXrh76+PmfOnGHNmjV0d3cLl56DgwPq6uo8ffoUMzMzPn36RE9PDyoqKkRERLBr1y40NDR49+6dyJP1PT1s3ryZ4uJicnJykJeXp7CwkHnz5nH06FEqKyvZtm0bdXV1mJmZERQUhJSUFPb29ri5ufHPP/8wYMAASktLcXJyIj8/XyinfH19cXR0xMHBgdGjR3P79m0KCwtFXuT58+cUFhbi7u5OWVmZyDKFh4fT29uLg4MDwcHBbNq0SYRX7e3tkZOTE2H+QYMGsWLFCl69eiWadM7OzsLe0Pc6ZWVlNDc3c+7cObKzs5GRkWHr1q08ffqUCxcuMH36dGFU0NTUFB7MvkybnJwcUVFRvHz5kri4ON6/f4+xsbFQgz179gwjIyP++ecfTp8+zeLFi3F3d2f58uXIyspiampKW1sbiYmJFBYWkpmZybBhw3B3d+fq1atoamrS3t7OixcviImJYdy4cdy9e5dVq1axceNGVq9ezdKlS/n69asAPw4dOpQhQ4ZQXV3NsGHDWL9+PcbGxqxevRp/f39xw0tISODatWskJCSwfPlyVFVVWbFiBdOmTWP9+vX4+fnR1NTErl27BPD0hx9+YM6cORQVFZGQkCCOhR48eMCLFy9QV1dHVlZWuCw/fPiAh4cHcXFx/PLLLzx9+pSGhgaGDh3KuXPnSEtLY82aNTQ3N/PkyRNycnIICAgQarDi4mJ++ukn+vfvj4aGBh0dHcybN4+oqCgqKyuxs7MjNDSUjo4O3N3dyc3N5eTJk4SFhREdHU1JSQltbW3MmTOHly9f4unpyfLlywkODsbLy4v8/HwmTZrEwoULRfu5rylobm7O6tWruXv3LomJiYSFhfH69WtCQkLo6uoS/L8TJ06IMomJiQlaWlriKOfNmzcMGzYMdXV1YmNj+fr1K1+/fsXIyIhDhw6xcOFCzp07JxAH58+fp7m5WSATxo0bh4qKCkOHDsXZ2ZmMjAzMzMy4f/8+X758YeHChWhra1NRUUFSUhLTp09HTU0NDw8PZGRkOHv2LG5ubqxatYrjx4+Tn5+PqqoqI0eOpKGhAW1tbXJzc3FwcMDS0pLXr19TVVVFS0sLw4cPp7a2FllZWVxdXXFwcBCmAV1dXQHr1NTUFIR8S0tLysvLCQ4O5t69e2hoaAhOn7S0NIsXL6ayshIFBQVBky8rK2Pz5s3U1dWhr69PS0sLzc3NbNu2jba2NiQkJEhKSqKzs5OjR4+SmZnJs2fPePXqFTo6OnzzzTdISkpy4sQJYmJiOHHiBIqKiowaNYonT56gpqbGjBkzePPmDaNHj8be3h51dXXmz5/PqFGj8PLyorOzEy8vL+HuNDMzo6WlBSsrKyIiIuju7qa1tRUPDw82bNjAnDlzRGSkD32xbds2gW6aM2cOI0aMoKmpie3bt1NfX8/ChQvp7e1lwIABQpn3448/0tDQQG9vr2BrZmRksGrVKsLCwggMDGTFihV0d3dTVVWFsrKy8LV+/fqVN2/e4OnpiZaWFkpKSkhISJCYmIiDgwP9+/fnxx9/ZPXq1fz999/ExcXR2NgoLC01NTX4+flx8OBBdHR0sLW1pbu7GzU1NfF6AQEBXL9+ndGjR1NTU0N1dbUwbezcuRN9fX1+++03Ll++THZ2NkOGDEFOTo6VK1diZWUlsDIaGhp8+PCBu3fvMm3aNHp7e8nJyaG8vJy8vDzi4uLQ09Pj8+fPTJ06lf79+/P161eCgoJQVFSkoKAAFxcXysrKsLOzo7GxkX79+uHq6kpERAT9+/fHyMgIJSUlEhMTBXcwIyNDOINNTU25f/++uI68e/dOHKEvXbqUmTNnYmBgQFhYGBISEri7u9OvXz/x4C4pKUlDQwOjRo3C3d2d8vJyNm3axKVLl/j69SvNzc20tbUxc+ZMuru7+fz5M2PGjOH8+fN4eXkxYsQIjh07hoSEBJqamqJZ7ezsTFhY2H9lgv917dixY8f27dvJyMhgw4YNNDY2smnTJnR0dLC3t+fatWts376drKwscnNzSUlJYcmSJTx+/Bg9PT2RuekL4nZ1dYlpRGlpKd3d3cTHxwsprIeHB8rKyiK31icT7iN/9/T0cODAAS5evMiYMWNYu3YtkZGRSEhIICcnB/zbTD148KCYQBgbG3PlyhX8/f1FuPP69euMHDmSMWPGUFhYiIqKCp2dncyfP5/ExEQCAwORlZWlqamJixcvoqamxs8//8yBAweYOnUqfn5+tLW1YWVlJZ62+o5gSktLyc/PR09Pj23btmFqakp+fr44epgyZQrw77FdRUUFM2bMoKCgABsbG+Tk5Dh16hSDBg0CoKamRrCpjIyMiIuLQ0ZGBkVFRaysrMjIyGDy5Mncv3+fgwcPcvPmTbKysnB2dub69evMmjULCwsLenp6kJeXZ/PmzUyePJl3794xefJkZGVlBQrlxo0bbNmyBR8fH3p6etiyZQvl5eV8+fKFb7/9ls+fP9Pa2srmzZvR0NDg5MmT5OTkCHG9nJwcd+/eJScnh02bNjFkyBAmT56Mn58f7e3tfP36VbSj3N3duXTpEg8ePEBGRobx48czYsQITp8+TW9vL1OnThVog77gv6SkJKampgwaNIhLly4xffp0li1bJrATDx8+xNHRkYsXL3L27FmuXr3KnDlz0NPTIzw8nJqaGpSVlbl79y7e3t4YGhoKzZacnBwdHR2MHTsWXV1ddu7cyalTp5CSkmL//v1ERUVx/vx55OXlOX/+PIGBgTg6OorJaEFBAZqamsJ64Ovri4eHByoqKkJN09raytChQ5GRkeH9+/esWrWKo0ePEhoaiqGhIVFRUeTm5vLDDz+QlpZGS0sLbW1tDB8+nIiICJFD6jNsjBgxgszMTObMmcOJEyd48eIF48aNo7e3V0BAnz17RnZ2Nnv37uXixYvi+D0zMxN3d3cAoWEKDw8XRx49PT3s378fa2trJCQkWLJkCVOnTuXWrVv4+vpib29PaGgo9+/fR0lJSWQXBw8ezOrVq5GTk8PV1VWE4vsmTocPHxaInNzcXKSkpKivrxdE+4EDB/LPP//g5+dHSkqK0EElJSXh6OhISUmJmIRoaGiIluCFCxe4desWCxcuRF5envT0dDZt2kRwcLAoEvWBP7dv305lZSU3btwQ5QNDQ0MB3XV1dSU9PZ3u7m6uXr2KgoICEhIS+Pv7C36XpqYmq1atws3NjZqaGmFtKCgo4MSJE3R3d2NlZYWUlBQpKSls2LCBuLg4PDw82LdvH7m5uTg5OWFsbMyxY8eoqamhtLQUe3t7vvvuOywtLTl16hSqqqoimxUQECAaqX3QXElJSVRUVDAxMeH7778XE5Xq6mp27txJeno6gwYNQk1NDVlZWebMmcOLFy/o7e1lxIgRpKamIiMjg76+PhcvXhQoBhsbG2bOnElDQwOfPn3i4cOHolFvb29PU1MTp06doru7m8TERNzd3SktLWXSpEnU1NSgoKCAvLw8SkpKbNu2jQMHDrBs2TL27t1LeXm5QBw5OjoSFhaGr68vmzdvxtfXl/DwcIyMjGhpaWHq1KlER0ejpaVFd3c3ZWVlKCsrk5aWRkhICEePHmXSpEmMGzdOPIBERETw8uVLARluaGjA0dERW1tbamtrSUhI4JtvviEhIYG9e/eiqKjI1KlT2bRpEzU1NTg4ODBt2jShjuvt7eXFixcEBATw/Plz0dz29PQkKSmJyZMnExUVRUpKCh0dHURHR1NcXAxAR0cHS5cuRV9fn4KCAmpra6mqqmLatGlERkYiJSXFxo0befz4sYj09OUYlyxZwocPH6iuriYzM5PMzEzx/X3w4AEdHR1oa2tz7do1du/ejbOzM97e3iQnJ4tyWN8EeuTIkRQVFVFaWsovv/xCXl4eTk5OfPnyhdGjR2NsbMyHDx+Ijo5m2rRpBAQEkJycTFhYGCoqKhgYGPD06VPWrVuHoaEhe/fuJSwsjI6ODl68eMGLFy+ora0lICCA+vp60tPTKSkpwdTUlGHDhpGTk8PAgQMFzmbs2LGMHTuW0NBQ7O3t6e7uFu3jtWvXoqKiQkxMzP/EUZP8/2Tn89/6b/23/lv/rf/Wf+u/9d/6f73+m6gBBw4c2BESEsLChQtJTU3F1dWVjx8/4uPjg7GxMVJSUlhYWJCeni5wD+/evePq1ausX7+eVatWcfv2bX799VfS0tLQ09OjsLCQ2tpaTp06RWZmJuHh4TQ2NrJgwQLCwsKIjY2lpKSELVu2oKioyIQJEygvL6eoqAhNTU2qq6t5/fo1w4cPx8XFhaFDhzJjxgxev35NTk4OMjIyLF26lI8fP3LlyhUmTZpEVVUVY8eOZcmSJQwbNozBgwcLeW1DQwNqampoa2vj6urKtWvXGDJkCEpKSlRVVTFo0CBmzZrFjz/+iK6uLvfv30dOTg5NTU0cHR0FiLK3txd7e3s8PT2FsLe4uJjHjx9z584d6urqBNSwpaVFyGtjY2PFlA3Azc0NIyMjUlJSaG9vZ+rUqeTl5dHc3IynpyfPnz/Hz8+Pq1evsnbtWl68eEFzc7Oo+ktISPD582dMTEzQ0NBAWlqa9vZ2tm7dirq6OnV1ddjb24vmXl8Qu6+er6mpiba2NoaGhjQ3NzN16lSWLFmClZUVRkZGXLt2TWTt+iZSnz9/xtbWliFDhmBubk5OTg6fP39GQkKCqKgo4aObPXs22trajBo1iuPHj6Ouro6ioiK5ubm8f/8ef39/EhMT+fnnn1m6dCmampqoqalhaGiIlJQUa9euFZ89JSUlCgsLuXz5MpmZmfj7+1NRUUFLSwvv379HT09PAB+3bduGjY0NhYWFWFpaiie5hIQEJk2aREREBMXFxVRXVzN27FjxPixcuJBjx44xcuRI5OTkBM6lj0peUVEhfl5fX4+bmxu5ubmoqamxatUq9uzZQ3l5ORISEqioqCAlJcXly5cpKChgzJgxeHp6cubMGQFKNTExQUFBgZKSEsrKyvjy5QszZ87k7du3aGtr09bWRnx8PE1NTUycOJGuri4KCgrQ19enf//+ojWlra3NhAkTsLW1Zc2aNRgYGODj44OhoSGDBg1i48aN/P3332zatAkFBQVSU1NZunQpqqqqBAcHk5+fz7p164Tv0dzcHCkpKczNzUWWytbWlpKSEs6ePUtraysbNmzg69ev3Lp1SzRllZWVUVZWxtzcHCUlJUaMGCE+p+rq6syePZuenh4sLS1FK83V1RUDAwP09PRYvnw5enp6vH79mtbWVkpLS/nuu++QlJRk06ZNREdHM3r0aDQ1NcnMzMTJyYnFixfz22+/UVtby9GjR/ntt984e/Ys5ubmBAcHY2ZmhqOjI6dOnWLUqFHo6OjQ3t6OjY0NpqamGBoaYmZmxogRI2hubsbMzAwVFRXk5eW5cuWKYM/V19fj6uoqHLEODg6kpKRw9OhR6urqyMnJobKyksWLFxMfH09sbCze3t7CPBAREQEg2tFPnjxhwIABGBgYsGvXLn788UeOHTvGzp07OXbsGLNnz6arq4uoqChcXFxYtmwZxsbGdHR0kJ2dTVRUFI8fP+bmzZu4u7sTGRmJvLw8KipsYImLAAAgAElEQVQqQtV18eJFnj17Rnd3NxkZGdy9exc/Pz+6urpIS0tj9erVWFtbs2PHDkxMTNi5cyepqalYWFjg7++Pvb09X758EXidhIQErK2tmTlzJtnZ2Tg4ONDb2ytQF5mZmSQmJvL777/z7Nkzurq6GDZsGHp6emRmZjJmzBg6OztpbGzk0aNHrFq1CkVFRTo7O2lvb+f69etYWVmRmZnJ+vXreffuHcnJyQwcOJC6ujru3bsnwLLu7u6iVHPz5k0sLCzo7OykublZaAcrKyvp7u5GWlqayZMn09bWhoGBARISEnR2dmJsbEx+fr6YiM2cOZNr164xduxYDh48SEBAAJqamvzxxx8YGRnxww8/cP36deTk5Kivr2f58uVkZWWJbKaRkRHDhg1DVVUVbW1tjI2Nefv2LYcPH8bFxYXy8nLKyspoamoS2b7u7m4MDQ1JT09n7NixlJaW0tDQIHyh/fv3x8DAgAEDBvD8+XO8vb3ZsWMHXV1d3LhxAz8/P2JjY/nuu+/4/Pkzvr6+LFq0iO+//174UiMiIvj555/Jy8ujoKAAf39/bG1tkZCQ4M6dOzg6OgrsTl5eHklJSSxbtgwpKSkaGxtxdXXl7du3ZGdnM2HCBKysrCgpKSE3N1cYYpqbm9HV1aWjowM1NTU+f/6MpaWlYIPm5OTw7bff8unTJwGAVldXx8/Pj6ioKDIzM/8zE/yv69ChQzusra0pKipi8ODBpKWl4erqyuPHj3n79i0tLS0oKysjKytLeHi4qPn3SZwHDhzInDlzSE9Pp7KyEjU1NW7evImysjIaGhoYGRnx448/YmJigrOzMz09PXh7eyMpKSkaNRkZGWhra6OoqIiWlhYJCQns27cPSUlJ0tLSaGhowM3NjcTERAH23Lt3L8uWLWP27Nm8evWKhw8f0tTUhIyMjIDt9bXXdHR0MDAwYO/evTQ3N4ujhr7NXGVlJcePH8fT05OGhgYkJSX58uULDx48ELTx7OxscRP19fWlvb2diooKYmJiMDQ0ZPjw4Tg7O2NmZsbSpUv55ZdfSE5OZv/+/SxYsIDm5maeP3/O+/fvsbW1JSYmRrCAnj9/zsaNG1FWVubIkSNMnTqVRYsWUVpaSnBwMM3NzcTGxqKgoMD48eMxNzfnhx9+oKuri6dPn4o8XXFxMQ4ODjQ1NYnw8LNnz2hqauLNmze8evWK0NBQ4uLiqKurY+7cuaiqqpKSksKFCxdE8WHMmDFcuXIFOTk54ZeztbUlNjaWjx8/CsQAQFZWFuXl5Tx//hxPT09UVVXFBicwMFC4QI2NjYWzMiQkRFDVP378iIyMjGiHffz4UeiwPDw8UFdXJygoiKSkJEpKSujo6BB5CQcHB2FnqK6u5t27dxw6dIilS5eKHN26deswNzfnxx9/5MWLFyKHkZiYyKVLl5gyZQofPnyguLgYR0dHDh06xKBBg1i7di1xcXGoqqry/v17xo4di4SEhMjmDB8+nOfPnzNs2DDa2tqwtLTE2NiY2NhYfvnlF8aMGcOaNWtQUlIiJCSEFy9eEB8fz7Bhw3BycuLYsWOsXr2aN2/eYGFhwfPnz4mJieHFixeYm5szb948Hj9+jLe3Nzk5OSgrK9PT00N1dbWwSSxdulSAWP/8808eP36MjIwMVVVVbN++ncLCQkJDQ+nu7iYkJES0ttvb2+nu7sbY2JgnT56Qn59PRUUFISEhAsfT1wK2sbFBVlaWhw8fUlVVJW7SfZu9nJwc5OTkeP/+PVlZWZSVlREYGEhzczNqamoYGRlRVFREYmIiQUFBLFu2TGixsrOzaWpq4uXLl/j4+IhNgJ2dHTdv3sTV1RVra2v27t1LcHAwX758wdTUFG9vb9TV1dm6dSsLFy5kzZo17Ny5k+vXr2NgYMCVK1eora3l2rVrODk5CZ/omDFjKCsro6Ojg7i4OKKjo5k+fTpnzpyhoaGBJ0+e4OLiQnBwMAoKClRWVorS0rBhwygrK8PQ0JC6ujq6urqYNGkSUVFRwL+t4z7eVZ/ya+nSpeLhKSIigk2bNvHlyxdqa2s5fPiwKAMFBARw4cIFduzYgZubG5MmTRIg3Y8fP6Kuro63tzfr1q1j4sSJvHjxAh0dHWbPnk1vby/m5uZYWFhgbm7Ohg0biImJ4eXLl5SXlzNkyBAGDhyIj48P7e3t2NvbA3D//n1aW1tZuHAhEydOpKioCDs7O44fP87ly5dJT08XYOnk5GTMzc05d+4c1tbW1NfX09LSwsuXL7G2tqakpITIyEihvuvbOElISJCens706dOFHWLfvn1UVlaKY8esrCxMTU2Jj49n5syZfP36lYULF3L16lUMDQ3x8fGhoqKCO3fuoKOjg4ODg2BrpqenU1tby5EjR9i7dy+JiYmkpqbS0NBASUkJAE+ePKGgoAALCwskJSWpqKjAx8eH5ORkFBQU+PDhA+rq6uLBHf4lHbx69Qo5OTmsrKwYO3Ys8fHxBAcHk5eXh6amphCvm5iYMGHCBIyMjKivr2fUqFFMmTKF27dvY2JiwunTp9HT00NfX19kYC0tLWlubmb69OmCHxoQEIC9vT3Pnz+nuLgYZWVlysrKSEtLQ1VVFQsLC5KSkgTeRldXFzc3NyIjI8nKymLZsmXcuHGD1NRU9u/fz7Jly4iPj0dCQgItLS0cHBz+T7EnLy+P4cOH09bWxrfffktTUxPJyclMnjwZNTU1lJSUaG9vJygoCAkJCTIyMtDV1WX48OGUlpZy4sQJ9u3bR2NjIz4+PrS1tYn2vISEBOrq6qSkpGBjY0P//v25e/cuAwYMQFlZmV27dmFpaUlsbOx/GbX/dV2+fHmHp6cnkydP5tKlSxQXFzN16lQkJCTQ1dXF2dkZdXV1CgoKUFRUZM6cOfj5+WFtbc3ly5dJS0ujrq4OAwMD/Pz8hGYjMjJSSJ0jIyOZPXs2U6dO5bvvvmP//v2MHDmST58+MWXKFExMTCgsLBRk9379+qGsrExBQYEIuyYkJPDw4UOmTJnC8OHD8fX1JSYmRjQpBw8ejIaGBpcvX8bGxoY3b94QGRlJT0+PqL7Pnj0bOzs7kf149uwZI0eOFJmU6Oho7Ozs0NXV5fHjx4wfPx43Nzd++ukn8vLy+Pz5s3Bv2tjYoK2tjYGBAXfv3kVJSYmgoCBevnzJly9fhOfR0NAQV1dXjIyMsLW1FZywPuVWTEwMv/76K/fv36ekpAQNDQ0mTJjAxIkTxXSjq6uL3NxcFi9eTElJCc3NzaxYsYIRI0bw+++/Y2hoyKxZs7h58yZqamq4u7sTExODmZkZAwcO5PXr18ybNw8tLS1RhqioqMDBwUHkQ9zc3Pjrr78YOXIk69evR0NDQ0zzcnJyBDxSS0uL9vZ29PX1UVNTw8vLi+XLl7N//37KysrIzMxEWVlZyMINDQ0xMTFBVVWVq1evkpaWhoyMjMA89GlPrK2tKSsrQ0ZGho6ODlJSUnj79i3u7u4cP36c9evXU1NTQ3l5ObGxsXz77bdiypCens6yZcvw9/cXcNnExEQcHR1xcnJi3Lhx7Nq1i40bN9LY2MjFixfx9fXl8uXLWFtbY2FhIcopaWlpItMmLy+Pra0t6urq5OXl0dDQwOfPnwUBf+PGjejr61NSUkJlZSWNjY1CSt7Y2Ii1tTUpKSnExsbi5ubG7NmziYmJoaamBmtra8zNzfH19eXkyZMMHDgQPz8/Bg8ejL+/P7m5uXz9+lU0DSsrK2ltbWXw4MEcPnwYJSUlKisr6ejo4NatW9jb2zN58mSePn1KZWUlBw4coLq6mtmzZ3P8+HGWL18uOEyDBg3i3bt3KCsrC1zNuXPnSE9PF2qhPocigJWVFYaGhrS2tjJjxgz09PSIjo5mzJgxjBo1ivj4eGHOePv2LQUFBTx58oTs7GwB8LWzs8Pc3JzJkyejra3Ny5cvkZCQoKGhgcmTJ4u2W3t7OzNmzCAwMBAdHR0UFRXx8fFBX1+f6upqAgMD0dLSEr5eZWVl1q9fz5kzZzhy5AiSkpIYGhri7e3N2LFjhQrP0tKSV69eie/Yx48fSU9Pp6Kigl9++YU///yTxYsXM2HCBNatW4eKigrTpk2jurqajIwMiouLcXJyoqmpiaysLCZOnEhGRgZLlizh4MGDBAcHEx8fz8ePH5GUlKSqqoqBAwfS2NiIs7Mzubm5fPjwAXt7exQUFOjo6GDWrFkMHDgQMzMzoVaLiYlBRkaGoqIihgwZgqqqKlJSUsKDDAigdGFhIc3NzSxYsICuri7k5OTYuHGj4JzV19cza9YsDh06xNmzZ7G1tRWtvj179vDTTz8B/6IpKioqSE5OxtraWrQK169fz9ChQ1m+fDltbW0MHDiQCxcusGDBAoyNjVmxYgVJSUkcPnyYCRMmcPfuXaZOncqTJ0+YPn06sbGxKCsro6KiIhAReXl5bNiwQfzOsbGxNDY2sn79eiZPniyUQ6GhoZibm3P79m00NTUxMjLC3NyccePGER8fT21tLZaWlqIBmp+fT21tLbNmzaKoqIj58+fT0NCAq6srHh4e2NjYcOvWLSZMmEB9fT1VVVXEx8ezevVqsfEfPnw49+7dIygoiLCwMOrq6pgxYwZ3797lyZMnrFu3jn79+lFXV8fChQvx8fHB0tKSpqYm2trasLOzY9iwYbS3tzNz5kwuXLiAhYUFhoaGWFhYoKCgQGNjIzExMSQnJzN06FC8vb25ceMG+fn5ZGVl8d1335GYmEhZWRl6enpMnz6dhIQEFi1aRF5eHgMGDMDNzY2mpiY+fvyIhYUFQUFBAnE1ePBgFi1ahJqaGr6+vly9ehV3d3d27drFnDlzGDVqFN3d3URHR9Pb24ujoyMXLlwQU+3x48cDEB8fj6enJ/AvdqRv4+no6MiuXbtYvnw54eHh/PPPPwQHB7N27Vr69+8vTry+fv2KjY2NUBr2UQOioqKoqKjA3Nz8v43a/z9r3759O2bOnMmJEyfYuXOnCDL6+vqipqYmxptjx47l69ev3Llzh2HDhjF79myCgoLE0Y2ioqIIeJ48eZIrV64QGhpKdHQ0JiYm1NXVsXLlSlJTU6murhb1897eXrKysujfv7+4gNfX1xMXF0dPTw9aWlq0trayc+dOrK2tsbW1Fc2svmbZzp07GTBgAKampoKSrq+vj7S0NIcOHcLOzk40Ay0sLGhoaODBgwcEBQXx8eNH4uPjsbCwENPCd+/eMWnSJPbt28eYMWMYNGgQ9vb2eHh48PnzZzw8PDAyMiIrK4uOjg4qKyvx9PTkwoULODg44OfnR2FhIY6OjqiqqhIZGUlqaioZGRm8fPmSkpISli9fTn5+vsCJ2NnZ8fr1a3x9ffntt9/4+++/mTRpEtLS0sTHx4tjw/3795OZmYmPjw/bt2/n4sWLREVF4eXlxeTJk/nw4QO6urq4uLgIZ2FSUhL3799n/PjxZGVlIS0tLejmt27dYuTIkRgbG+Pu7o6TkxPz58+nrq6Ov/76i0mTJuHj48Off/7JkiVLBDqksLCQ9+/fC9aRvr4+b968wd/fn87OTj59+sSIESMESLempgZ5eXk+fvyIqqoqT548EcWSH374gba2Nry8vHj79i2hoaG8efNG3CCCg4NRU1MjJiYGExMTlixZwsmTJ8VEYtCgQURERGBra4ufnx+PHj3Cx8eHpKQkfvnlFzZs2CAmAZ2dnWRlZVFZWYmRkZHwWXZ2dnL58mXR+rpw4QJPnz7F19eXqqoqAf788uULWlpaTJ06FW1tbcLCwnBzcxNS7aKiIrKysoQ/0dTUlIyMDCQlJWlpaaGoqAhtbW0GDhxIZ2enoJArKirS2NhIR0cHsbGxJCcnY2dnh6urK9HR0dTX11NQUMCHDx9obGwUTau+SWBfU6sP36KqqoqamhomJiZ8/fqV9vZ2cnNzUVdXZ9CgQXz58gV5eXnk5OTQ1dXl3Llz7Ny5E1NTU/755x8+f/5MdnY2x48fFyqzoUOH8urVK4G92LFjh0CYHD9+XDhYfXx8SEtLQ1paGjk5OZYsWYKampoIeoeHh7NkyRJRIHn9+jWqqqo8ffqUuro65OXlGTBgAJ8+faKmpob6+npmz57NhAkT2L59u/jO9Gls+jbLly9fxsfHhz/++ANtbW2am5txdXVFR0eHgwcPClhnVFQUixYtYsqUKSIEnZ6eLqZSfZJsKSkp3r17h7+/PyYmJjQ1NeHk5MS7d++YMGECy5cvp6ioSPAG+/Xrx6VLl7C0tKS4uJiuri48PDwEOV5PTw8nJydiY2NZvXo1SkpKZGVlMWLECE6cOIGzszOqqqq0t7djampKdHQ0CxYsQEJCQrgSy8rKBIvSzs6OAQMG8OrVKwF+3bJly/+5vk+fPh1DQ0MUFRXp378/Y8eOxdbWlosXL+Ls7ExoaKiYWLu4uIhCUl/85Pfff+f69etERESIaIS8vDyNjY1cvXqVW7duERERQWNjIzY2NsTExDB06FC2bt3Knj17ePDgAdbW1jQ2NhIXF4exsTFtbW3k5eVRXFwsJvnnzp3Dz8+Pd+/eYWFhQW1tLW/evKGpqYnGxkYkJSXFNTo8PBxfX1/u379PYWEhI0eOpKOjg5UrVzJhwgThKtXT00NGRoaPHz9y6NAh/Pz8mD9/Pnp6ehQVFTFz5kzU1dWRl5fn9OnTFBcXIyMjwz///MP3339Pb2+vQEG5u7sjJSUlzC6XL19GRkYGExMT8vLyqK+v58uXL+Jo08rKitDQUIYPH05CQgKfP39m2rRpfPfdd4wYMYLHjx+zbds2SktLhfqprxDS2tqKlpYWw4cPZ9y4caxdu1Yc/ysrK/P27Vu+fPnC+vXrkZKSQk9Pj82bN2NhYUF1dTUuLi789ddffPvtt+zevZulS5eSnp5OR0cHzs7OGBsbc/78eWxsbEhPT2fevHk8ePCAuro6EQvJz8/HysoKgHPnzqGjo0NXVxeKioro6ury6NEjfH19sbS0JDw8nP3793PkyBHk5eUFWL0PhN/c3Ex4eDipqakYGhpiY2PDkSNH6Ozs/A/P8b+usLCwHX3j13PnzgnKcp9TMikpiZcvX+Lr68vPP/9MREQEBQUFaGlpoaKiQklJCa6uriKT5ujoyKJFi8R5tIyMDPHx8WhpaTFixAhxLKOtrc2kSZNISkpCVlaWq1evCuZRYGAgxsbGZGVloa+vT2trK2/fvsXU1FTkPi5fvkxpaSn19fWkpqairq5OYWEho0eP5vjx40hISFBaWoqenh7u7u7CbbZ27Vpmz57NzZs3sbS0xNramosXL6KlpSWExVZWVrS3t+Pg4EB4eLi4SCgrK7N48WKGDh1KUVERenp6vH//nvXr13Pnzh3R6rx37x5bt25FT0+PnTt3EhAQgLa2Nm5ublhaWiIhIcFvv/2GnZ0djo6OxMfHY2Jigr6+Prm5ubi7u4vjk5CQEA4fPoyioiJ5eXkoKCigo6PDvn37aG5uFvDVqqoqmpqaSElJwd/fHxUVFW7evClYQABqamqEhoaK1uLdu3cZPnw4HR0dAlyclJRER0cH3t7eDBo0CC0tLTw8PIRapc9I0Lc5ePPmDQYGBlRXV7Np0yYqKytxcXGhsrISAwMDIiIiBMA2KCgILy8voqKikJSURFNTk7a2NiorKzE2NiY9PR1lZWXc3d0pKipCRkYGLS0ttmzZQmlpqeBUlZeX4+rqKqYVAJ8/fxbojT55sYSEBLt37xbybwBLS0ukpaVRUlISomwpKSk6OzsZOHAgXl5eFBcXk5SURL9+/RgyZAjZ2dn88ccfJCQkMHnyZNHe27FjB4sWLaKiokJsKNLT01m9erWAPTc0NDBkyBCKi4sF0uHPP/9kypQprF27lrdv3wruWXl5udjczZw5kwcPHgg/aZ9lw9jYmLlz5/Lp0yciIyPR1dUViJLz58+zZs0aTp06JabSERERwu2npaUlGql98YSioiLa2tq4fv26uHhOnToVV1dXZGVl0dXVJT09nffv37N69Wq8vLzIysoiISGB9PR00tLSGDFiBOrq6qipqVFYWMiIESPQ0tLCycmJ4cOHExYWhpycHDt27CA8PBw9PT2OHTvGo0ePhDJKWVkZHx8fHj58SEBAAF5eXhQVFSErK8vp06dZs2YNqampjBkzBgMDA+zs7JCTkyMsLExw6Tw8PKisrASgs7OTwYMHC09tTEyMuGYVFRVRVVXFmzdvBPuwq6uLCxcuoKGhwZYtW3jy5Albt26lvb2d+fPnc/nyZYKDg9m1axdBQUFUVVURHByMhoYGLS0t1NXVkZ2dLSTv0dHRBAUFkZycTG1tLQMGDEBJSYn169ejqKhIWloaubm5Qh9lZmaGp6cncnJyJCYmkpOTg7m5OUVFRdy6dUt8dmVlZQkKCiI6OhpDQ0ORL0xOTub06dMYGBiQnZ0tru9XrlwhKSkJLy8v4F8Yc0FBAbt27WLq1KmsXr0aFxcXXr58KR6m5syZw8WLF9m+fTvXrl2jpqYGf39/nj17xrfffktzczPwL0B85cqVmJub4+HhQVhYGDY2NtjZ2fHHH3+waNEicnNz6enpwcjIiMrKSvz8/JCXl+eHH37gxYsXHD16lKdPn/L69Wvmzp2Lo6MjsbGxgvuXlZXFmzdv6O3tZcqUKWzZsoWffvqJ6OhoHj58SGlpKWPHjqWkpIS//vqLhoYGZGRkqKurY/Pmzbi7u9PS0oK2tjYDBgxgxYoVODk5CVjr/fv3+fDhA8uWLeP27ds8efIEWVlZfH19efnypQC9Hjp0iClTpgiUzPfff8+6devQ09Nj9OjRmJqacu3aNRGBuHbtGhUVFfz+++8MGzYMb29vent7+fDhA2ZmZtja2qKoqMjHjx/JzMwUuihra2vGjx+Pnp4eaWlpHDt2DAUFBc6fP8+oUaNoaGjg5s2bZGRkiOt/a2srDg4OYrPu6enJ+PHjiYyMpKioiP79+2NqasqZM2eEf9TX1xdNTU2+fv2KmZkZUlJSmJmZcffuXQHAnzdvHs7OzmRmZhIXF4eKigqtra1oa2uTn5+Pvb09dnZ2KCgocPz4cfbu3Uv//v359OkTHR0daGpqcvr0aVRVVZGQkMDAwABPT09u3LjBnTt3OHPmzH8Ztf91nT59eseSJUvo6Ohgy5YtPHr0CA8PD0HvLysro6uri87OTuLj45GSkmLAgAGcOHECaWlptLW18fb2xszMjObmZoyMjHB0dOTp06fMnDlTPMX15WIGDx5MSEgIsrKyjB07lj179uDn5ydgnjU1Nfj6+grXY29vLyUlJeTn5zNkyBACAwNRUFDAxcVFTDJUVVW5efMmW7duJS8vj66uLiZOnIiWlhZeXl6UlpYK5svGjRuJjo4G/iUnh4eHM3PmTEaOHImKigo5OTmkpqZy4MABjhw5QnBwME5OTsjKyqKqqsqJEyeQl5cnJSWFP/74A3NzcwGLbGpqEtqd3NxcdHR0GDdunBDuamlp0dPTw99//83r16/5+PEjjY2NPHz4EA0NDc6ePYu/vz/S0tJoaGjw9etXAgIChOQ+KytL3ERv3ryJt7c3x44dY9asWXz58oXFixczatQo5s6dy5YtW+jt7UVHRwcrKyu2bdtGXFwcr1+/JjAwkP3797NlyxbOnTvHokWLsLOzo6mpCRUVFREGLy8vF5DgvjG+p6cn9fX1vHr1irKyMq5evYqvry/ffPMNUlJS3Lt3jz/++EPIrPugpB4eHnz8+FH4CPto8AoKCnh6eoqN0/Xr17l27ZrISZ47dw5DQ0P69euHtrY2Z8+eZevWrUhISIjRPCDE5WfOnOHq1avY29uzceNGUlJSaGlpYffu3WJiC/D48WMqKipYs2YNBw8e5P3790hKStLZ2cmgQYNoampCV1cXFRUVbty4gYmJieBqPX/+HGVlZdrb2zl37hzJyckYGxvT1NQkHIJRUVGEh4eLB4CKigoMDAxobW1l+PDhZGdn069fP2xtbUlMTERDQwMdHR1UVFREgD0kJITm5mY8PDz46aefKC8vx8LCgj179jB8+HAmTpzI6dOnxd9UQ0ODFStWCGuAtbU1I0eOJCoqirlz53L27FkmTpzI27dvGTRokMBOrF69muXLl/Pnn38KLEBJSQk9PT0sWrSIXbt2iXLNqFGjhN/yxYsX3L59m927dzN//nzBidLS0qKqqor29naam5tRVVXFxcVF8AZXr15NW1sbioqKBAcHk5qaiqqqKpcuXRKZMEtLS5ELTE5OFkeatbW1ZGRkYGtry/jx47G3t0dJSUmYU2pra1FSUiI4OFhMTPogzAMGDGDp0qVYWFigr6+Pl5cXDx48oK2tDXt7e77//ntqa2sxMDDg3r17xMbG0r9/f6ysrBg+fDgODg5s2LCBnJwcWltbRajc09OT2tpawsPDxbRi7969WFlZERwcjKOjI+3t7ZSUlODn54e9vT0yMjL4+fkxdOhQMVV0d3fH1NSUkSNHoqCggJ6eHtevX8fR0ZGKigpOnDjBgwcPaGhowN/fn66uLj58+EBTUxOtra0YGBjQ3NyMuro69+7dIycnh/T0dLS0tOjXrx9Dhw7l+fPnNDQ0CB5gdnY2FRUVjB49mj///BMXFxcmTZrEjBkzSEhIIC0tjW+++YY7d+4gLS2NvLw8/fv359ChQ2KyvWDBAjGBcXd3x9jYmNevXxMWFsbJkyfZtWsXRkZGrFmzhtDQUL7//nu+fv2KjIwMo0ePxsPDg6CgIJSUlLh8+TIbNmxg/PjxXL16lZqaGgAGDRqEnZ0dDg4OKCsrU1FRwZYtW4RXNDs7m8LCQry9vSkoKKCiooLVq1eLDK2zszMaGho8evSI5ORkQkJCyMnJETnsPkBvX3YrKyuLlJQUfHx80NLS4ueff0ZDQ0MAyDU0NMjLyxMnCdnZ2SxevFh8NnNzcwkPD+enn37C0tISe/o1RkcAACAASURBVHt7wXf7559/yMzMRE9PD11dXSZMmEBMTIzYcBUUFIj7ZklJCQYGBtTW1uLl5cWxY8fYsGED27dvp729HQMDA0JCQti6dSv79+8nNTUVKSkpAgMD8fb2pqamhsmTJ1NXV8f79++FwH7RokW4uLhgZWUl7nvnz58XoOAJEyYIJ2lbWxvffPMNQUFBgskmLy9PUFAQx44dI/b/Ye9No3pc//fvV5o1adI8kyYNKiGVuUKjoUyZok3Ztil7m23z2N5+hm3bhrCFTYQMUQopJYk0SpHmSZKi6X6wV+dav0f/773WfT/4r/W9nrLy8em6rvM8j/dxvI6HDzEyMuLYsWMcP36cqqoqcnNz2b59O4aGhjg5OWFmZsb79+8xNTUVPMaMjAyWLl36343af3Jt2rRpi4GBAfHx8bx9+xYDAwOys7NpbW2ltLSU6Oho1q5dy9q1a4XfYNKkSVRVVbFu3ToBT62srBT05IcPH6KkpMSpU6cEZ2nNmjWkpqaioKBAcXExb9++RVtbW4w4AFRVVQUE9uLFi2hoaKCsrIyUlBQ9PT2sX7+eM2fO8PjxY+FXefDgAWfOnBFcq96bX1dXl+LiYlpbW5kxY4YYNWVkZBAZGcn06dM5c+YMK1asYN26dTg6OrJ9+3Y8PDwwNTUlMDCQmJgYTE1NaWpqEqZtLy8v3r17h46ODvPnz0dVVZXGxkbBz6qsrOTnn38mPDycBw8e8P37dx4/fsysWbOEqqGiosLnz5+JiIjA2tqaoUOH0tXVRXh4ODU1Nbx//57q6mra2tqor69HVlYWKSkpampqeP78Oa9fv+bTp0+4ubkhJSXF4MGDRZKoV1kwMjLC3NycWbNmYWFhIVhqnZ2d+Pr64uvrK+C/cXFxnD17lrq6Onx8fMSGOisrCx0dHRQUFPj69SvBwcFYW1uLzlIdHR2WLVvGvn37mDBhAioqKgwdOpTg4GDS0tJQUFBASkqKH3/8keDgYPT19bly5Qo2NjYcOHAAFRUVamtraW1txcTEhI8fP+Lq6oqOjo5QpvT19XF3dycnJ4e7d+8yadIkGhoa0NLSYseOHXz48IGXL1+K2qLersjeF4WGhgaKioqkpKTw8uVLFBQUKCoqYuXKlezfv58FCxZQXFyMuro6bm5uDB06lOTkZO7cuUNERASXL1/G2tqaqqoqli5dKqpZduzYgb+/P/r6+vz666/k5eUBMGXKFJycnEQVGoCFhQUNDQ20tbWhqamJkpISlpaWNDU1CZp/d3c3586dIykpieDgYKqrqwXL7O7du2IUJy8vT0FBAfLy8tjb2/P8+XM+fPiApqYmf//9N/369aO6uhp9fX3u3r1LfHw8w4YNY8iQIXR2dvL48WOGDRvGmzdvyMnJQU9PjxEjRqChoUFSUhKDBg2ioaGBb9++YW9vz7dv33j16hUODg709PQwbNgwOjs7xWK3bt061NTUkJCQYMiQISQnJ5OZmYmsrCzNzc14eHiwbNkyQkNDiYuLQ09Pj7i4ONEO8ODBA2bNmkV4eDhGRkZISkpibm7OoEGDuHz5slAzJSUl6enpoaamhq1btyItLY2ysjIxMTHo6enh7+8vEnKJiYm0t7eLzWEvGX7evHkiUSchISEKwcPCwggODub06dOMGjUKFxcXoqOjmTlzJiUlJZiamqKlpcXSpUtZs2YN1tbWjB8/nvfv39O3b19ev37Nly9fiI2NRU5Ojh9//JHY2FgKCwu5fv06W7ZsIS0tTZjoT58+TXx8PGFhYaIhobdMvru7G3l5ee7cuYOdnR03b97E0NCQx48fc/jwYSZPnoyEhATKysps2LCB1tZW7O3txTuk1ytVVVXFwYMHOXr0KFOmTMHd3R05OTlaWlpQV1cnICAACQkJ6urqWLlyJdnZ2URGRjJ69GiamprYv38/JSUlhIeHU1dXx8KFC5GTk2PgwIGEhoaydOlSXr58iZKSEjNmzKCiooJXr17h6+srvMfe3t7Y2try7t072trakJOTw8XFhYSEBHbu3ImXl5cwqfem5oOCgmhsbKS1tZV3795RUVGBq6sraWlpnDx5kiFDhlBRUUFBQQFv3rzh1atXDB48GAcHB6qrq8UouaurCzU1NX799VfMzc3p6uri3r17XL16lZUrV/LkyRNUVVUZO3Ysjo6OlJSUICUlxdChQ2lqaqK4uJiAgAAUFRXR1tYWHckuLi5CXY6MjGTo0KH8/PPP5OTkoKGhQU5ODq2trQwfPhxFRUWhUtna2tLa2irWLWlpaVGrZWdnx4oVK9DS0sLZ2ZmGhgbMzMwwMzNj1KhRopHly5cvYnzY0dFBWVmZKI6XlpZm5MiRDBs2jMTERJSVlVm+fDkmJiYMHToUKSkpzMzM6OjooLKyEmtra968eSMOde3t7cyaNYt+/foxYMAArK2thd1IW1ub9PR0iouLWb58OYqKimhoaBAbG4uysjKjRo1CRkaGoKAgKioqMDU1RUNDg61btyIrK8uwYcO4ceOGCOFpampSWlpKXl7ef0ef/+l18ODBLYqKikydOhX41+zZ60/r7Rdrb29HX1+fiRMncunSJS5fvsyuXbuora2lb9++VFRUYGtry4cPHxgzZgxnz55l4MCBrFixgsDAQPr06cPDhw/p27cvL1++5Pbt26LHTFtbm8GDB9Pe3k5TUxMhISGoqKiQm5tLeHi4uGny8/NJTk7mjz/+EDL2rVu3UFNTo62tjaKiIgIDA7lx4walpaXClzJw4EBKSkooLCxk9OjRbN68mdOnT7Nz507RXaitrU1qaiq7d+/G2toaU1NT/vzzT6ZPn059fT1Dhgzhxo0boifP0NBQIDR27dol0AnLli3DwsKC9evXc/ToUYKCgtDQ0GDIkCHEx8djbm4O/DtOVlNTw9zcnDNnzvDx40cmTZpEbGwsBQUFNDY2EhYWxuDBg9HT06OlpYWsrCxMTEzw9fXF3t6eN2/eoKenh5mZGe7u7iIVm52djZycHH369OHVq1eYm5sTFRWFsrIyhw8fZubMmXz9+hUZGRk8PDyQlZUV9WCXLl3C2NiYtrY2uru7hZKUnZ3N8ePH8ff3Z9CgQVy7do07d+6QlZVFQ0MDhw8fJjQ0VJiVe31kDg4OQtG8fv06ly5dErH83ntGTk6OSZMmcePGDaytrfn9999pampCRkYGc3Nz7t27x7Fjx4iOjiY0NJS2tjbhA+tVCdvb25k7d66oL/v8+TN1dXW8e/eOZ8+eicVp0aJFmJiYkJSURH19PQsXLkRRUZG4uDiam5vx9fVl/vz5aGpqUlZWhoKCAqqqqqioqNCvXz9CQ0MZM2YMkyZNQkZGRpQvS0tLs337dvLz83n//j0XLlzAxMSEpqYmFBQU8PX1xc3NjTdv3vDixQvRgdc7StTQ0EBXVxc/Pz/c3d0pLy9HRUWFCRMmICEhgaWlJQUFBWJUOWHCBFFz0/s76sWBGBkZoaWlJZ5lJSUlmpubefjwIaampgQFBVFSUkJWVhZRUVF8/vyZ169f8/79e4Fw6MUXzJkzh8TERFxdXSkrK+PPP/8UgNSioiLKysrYsGEDz549Izg4WMCPm5ubBVh2165dmJiYkJ+fLwJAq1at4rfffhMAz9u3b7Nhwwb09PQICAjg7NmzhISE8OzZMxQVFUVQ6dSpU1hZWbFo0SIyMzPx8fFBU1MTGxsbIiMjWbx4MdLS0nz9+hV3d3cGDhzIjRs3qKioIDExEV1dXaZOncqQIUMICAggMTGR4OBg6uvr6e7uZtu2bcjKytLU1CTsA1paWhw8eJCsrCzMzMzw9vZm06ZNaGtr09jYyKdPn9DT06N///6EhYXh6elJfX09EhIS+Pj4kJaWxtevX1m3bh0jR47kyJEjlJaWMnjwYGxtbVmwYAHd3d18+/aNS5cuoaGhwcGDB1m1apW4h0eOHMmgQYOE51NKSooXL14QGRnJ+/fvGT9+PDExMYwZM4YNGzbw888/k52dLcCt2dnZNDQ0YGdnh7m5Oebm5qxatYqEhAR++OEHWltbqauro6GhASUlJVpbW+ns7CQ4OBhzc3MKCgoYMGAAo0aNYt26deJw6uvry8CBA9HV1WXKlCkMHjxYfLZer9mDBw8wNzdnyJAhSElJ0dzcjLy8PGVlZZSVlVFeXo6bmxsfP36kp6eH+/fvk5OTw6hRo9DW1iYmJgZ5eXl++eUXAZ42NjbG29ubhIQEvnz5QmFhIQkJCTx58gRLS0uam5vFzwkPD+f69etkZWXh4OBAcXExc+fO5e+//8be3p5x48Zx4sQJNm7cSHR0NK2trSgoKAioc1JSEu7u7ty4cYPp06eTm5vLiBEjmDdvHhMnTiQvL0+E6SZMmEBTUxPa2tpUV1djbGyMubm5aKKxs7NDR0eHpqYmZGVlef36Nffv32fLli0UFhZSU1NDXV0dnz59orOzk/Pnz6Onp0e/fv0YPHgwxcXF3L9/n82bNxMZGcm6deu4ffs2d+/eZcOGDWhoaIj3RElJCT4+PowbN46lS5cyZ84czp07h6+vL1lZWbx//56WlhYSEhI4efIkW7du5aeffmLWrFno6OgQEhJCa2srNjY2IojTG077448/8PHxEYfVw4cPCyEkISGB5cuXY2lpiaqqKm/fvsXV1RUXFxcxrj106BB//PHHf5sJ/t9cR48e3WJpacnz588xNDRkzZo1ZGZmoq6ujoSEBEVFRVRXV3Pr1i0ePXrErl27yM/Pp76+nmvXrjFy5Ejk5eXp7OzE0NAQGRkZ1NXVGT16NLq6uqI2wtnZmevXrxMZGcmUKVOws7Ojp6eHuLg4NDU18fLyYsiQIWRkZJCXl4e2trbg/Tx9+pSQkBAeP37M2LFjKS0tZe3atezdu1e0IlhZWREfH8///M//CPP258+f0dXVJTY2ltevX6Ourk5YWBhFRUVISkrS0dGBqampiFa/e/eOmpoaZs2ahZ6eHra2tgwaNIiamhpu3rxJTU0NL1++FItqb/Lv48ePbNiwgZiYGJ49e8aFCxdYt24dz58/Z+LEiSJl2dHRQWlpKXv27GHChAmYmJhw7tw5urq6sLS0JCMjA0tLS7S1tTE2Nubp06dYWFhw4sQJlJSU6O7uRlJSkvr6ehQVFdm6dSu993BkZCQLFy6kra2NxsZGLCwsePfuHUFBQcKLVl1dTd++ffHy8sLExIQ3b96wadMmnJ2dmTZtGrKysvj6+iIrK4uCggLp6elYWlrS3t7OkSNHqK6u5uXLl2IxmTlzJm5uboSFhbFixQqOHDmCv78/b9++pbW1FT8/P5qbm9HV1aWiooLGxkaamppwcnISxvO+ffty+vRpdHV1KS8vFydPZ2dnlJWV6enpwczMjI0bNyIhIUF5eTnLly8XZerTpk1j+PDhtLS0IC8vj6amJo2NjZiYmNDe3k5oaCglJSU0NTVx/vx5mpubRaWPlJQU6urq/M///A81NTXY2NiwYsUKJCQkmDJlCsbGxrx+/Zrc3FwUFRUpLCykra2N5uZm+vfvz7p165g5cyZXrlxh8+bNTJkyhcDAQMHMCg0NpbKykvDwcObMmcO9e/ewt7cnKioKVVVV2tvbkZCQwM/Pj4aGBjQ1NQVeY/z48cyePRtPT0/Onj3L1atXxbhQT08PX19f1NXVhYLw6NEjZGRkcHV1RVNTk9raWpKTkykvL2fXrl20t7cTGxvL4MGDkZGRITY2lhkzZiAnJ8fevXvZs2cPjo6O4lkdMWIEMTExIhygpKSEm5sb48ePp6enh/T0dMaPHy9Uld6anU+fPmFlZcXSpUs5d+4cGzduxMvLi5qaGtGhuX//ftTU1MRn7y1T9/HxERU8//zzD5s2bRLeqPb2dhYsWEB5eTl79uwRSIrdu3dTWFjIkydP2LRpEzNmzGD79u1MmzaNwsJCkcw2MjLCwcGBvXv3imaVW7dukZKSwuXLl8V3qqmpyc2bN+nu7ubGjRs0NzdTVFTEt2/f0NHR4dGjR2zbtg15eXmcnZ2JjIzk27dvHD9+nI6ODhYtWkR4eDgXLlxgwoQJGBoaMmvWLPLy8qirqxPoGVtbW6SkpNDS0uLixYsYGRmJRhJ5eXn69OmDra0t6enpTJkyhbq6OqFSpqenc/XqVVxcXFBVVSUmJoaAgACRWu/fv79Q+BYtWsSFCxcwNTVl3759+Pn5AfDo0SN6enp48OABgwYNwtbWlitXrvD06VPu378vJii9qktOTg5JSUmMHz+e8+fPk5eXh5WVFcePH0daWhoPDw90dXVpbW0VScaenh66urpYunQpYWFhpKWlUVVVRUFBAY8ePeLNmzfs27cPAH19fU6ePCkOSZWVlcJX19XVRWxsLMHBwXh4eBAWFsaAAQOYPn06rq6ugiu5ZMkSqqqquHbtGsXFxezatUskewHMzc0ZM2YMenp6nDx5Ej8/P6ZNmyZ6g3vbSnorFFetWsWcOXM4ceIEfn5+BAYGCgUxIyODkSNHoq2tjampKfb29lRXV+Pq6ir8nvBvO01ycjJz5swRPdI2NjZcvnwZPz8/Ojo6xDi1957IyMjAyckJHR0dlJWVRRiuN+xy9+5dpk2bxo0bN0Qy+tSpUxw7dozy8nLWrVuHi4sLOTk5KCgoEBoaypYtW9i1axeysrL07duXpUuXUlJSgrq6OhYWFhgYGPDlyxcyMzPJy8ujo6MDeXl5APr06cOKFSuEYqmlpUVDQwPDhg3j9OnTdHd3o6ioyIMHD8T3293dTUtLCyUlJXz79o2oqCj69Okjatt6Q3xhYWH/x42a1P+3W57/Oy8lJSX8/f0F0HTatGm4urqSk5MDgIGBAbW1taxbt44+ffogLy+PlpYWT5484cSJE6SnpzNs2DDu3r2Lrq4u0dHRXLhwAR8fH0aOHAlAbGwsX758oaysjOzsbNLT03FzcxPF2EZGRixZsgQ7OzvmzZtHcnIylpaWrF69mrFjxwJw+PBhZs+ezQ8//MDMmTM5duwY379/R1VVFUlJSXx9ffntt984d+4ctra2nD59Gl9fXzw9PTEzMwNg5MiRrFmzhoqKCi5cuEBBQQFv377l1KlTDB8+XLBxNm3ahIGBgTgNS0lJ0dnZCcDvv/8OIBhPLS0tPHjwgLCwMA4cOEBISAg9PT2Ulpby+PFjfv31V169eoWtrS3KysoA3L59m7i4ODIyMvD19WXMmDHcunWLiRMnoqKiwtatW5GRkSE5OZkRI0aIomwZGRlRNt57Crpy5Yqo+Ll16xZv3rxh3LhxfPz4kYULF/Lbb79x8OBBduzYgYyMDNHR0SJcsGDBAoYNG4aUlBQLFizg1KlTeHh4sHDhQmRlZTlw4AArV65k/Pjx7Nu3j+joaHJzcykvLyc7Oxv415xsZWWFg4MDsbGxPHjwgK6uLtatW8eWLVvo168fZmZmzJ07l+bmZgEfNjAwQEZGBoANGzZw/fp1amtryc/PZ8GCBWhpaTFv3jyio6N58uQJhoaG9O3bl8TERDo6Orh37x5OTk7Y2dkBcODAAVJSUhg4cKDgJk2ePFnUY1laWnLjxg0RJHB3d2fjxo34+fmRmJgI/Au/HDFiBHZ2drS3t5OZmYmuri6BgYH8/vvvuLu7Y2trS//+/cnNzWX16tXU1tbi7OxMfn4+8K95e/To0SgrK3P+/HkmT57MrVu36NOnD7/88gs7d+7E29ubuLg4xo8fz4cPH+jfvz+1tbX89ddfAOzevRsAFxcXUdZtb2+Pu7s73t7eHD9+HEBAPe/evYudnR1ubm7Cf/n69Wv69esnFkZTU1MOHz7M2rVr2bNnD9u2bePhw4diA9dbUdMbzwcoKytjyJAhyMnJifqsoqIiDh06xOXLl7ly5QqGhoZkZWUxffp06urq8PT0REJCQqjP0tLSfPnyhR07drBv3z6hqP3111/ExcVx69YtFi9ezM2bN1FRUaGyspKNGzdSWlrKoUOHALC1tcXZ2Zk///yTZ8+e8e7dO8HCO3DgAGPGjGHbtm1s3ryZnp4evn37xrt37+jq6hLvsaamJh49esSOHTs4d+4cWlpazJkzhydPnuDk5ERpaakY79jY2DBkyBCCgoLIzc3l+/fv4l347ds3Ojs7qaurY/Xq1eL7vnfvHhYWFjg5OdGvXz/GjRvHu3fvkJSUpKGhgY6ODgABQs3JyREcLBMTE5ydnbG0tKSyspKsrCwSEhIEeDwrKwsrKyuOHTsGwPz58/Hy8qKhoYHy8nJ0dHTo378/RUVFeHh4cP36dT5+/MhPP/0E/Bsi6vX49Y7oAXR1dWlraxPWitOnT3Pw4EF27txJQkICmpqabNy4kZiYGAYPHsymTZuoq6vj1KlTANy9e5ft27fT0NAgwk8NDQ1cuXKF4cOH097ezg8//ICvry+JiYm4ubkhJycnWIOA2BjIyMhQXFyMq6srra2tzJ07l82bN6OhocGyZcu4e/cuUlJS5ObmEhkZia2tLTdu3ADgypUrrF69mn/++QcdHR3Rd5mcnMyoUaNobm5GX19feNg+ffqEkpISV65cEcGI7OxsoQRmZ2fz8uVLpk+fzt27d7G1tUVXV5dz586hra3Npk2bRCF5ZmYmnz59AmDy5MksW7aM2bNn4+TkhKqqKg0NDdjY2BAYGMi8efOoqalh8uTJGBsbU1hYyLBhwwR0FmDs2LHk5ubS2NhIT08P27ZtY82aNURERFBQUEBdXR19+vRh7969dHV1CUTIrVu3GDFiBABHjhxBS0uLyspKBg0axIsXLwBYu3atYGB++vSJ9vZ2kpKSmDVrFvAvmHnt2rUAIlShoqIiwilKSkpizLp161aKi4tZvXo1+/fvx8rKioiICADc3d3FM3Hs2DFRh+jk5MSVK1eYMWMGDg4OAg/zf7r+q6gBe/fu3aKnp4ePjw+zZs3CwcGBhQsX4uvry6hRo5CTkxNQzl6vwKVLl7h06RJ37txBT0+PAwcOiBvt3r17DB06lBUrVvDXX39RVFSEubk5Hh4eFBQUsHjxYjo7O3F0dMTW1pbCwkK2b9/OggULCA4OFjFnc3NznJycOHbsGAUFBfz4448kJyfT3NzMp0+fUFBQYMWKFcyfP1/4HywtLTE1NeXy5ctIS0uTmZlJWVkZN2/eJDs7G39/f0pKSmhubsbU1JTa2lpSU1OFYTclJYXi4mLCwsJob2/n1q1b6Ojo4OLigr+/P97e3rx+/VrAO+vr6wkLCyMwMBBJSUl27dqFoqIibm5uZGRk0NXVxbFjx4iMjOTRo0cEBQWhq6srAIWDBw+mvr6evLw8LCwsKC4u5uLFi0hJSWFtbU18fLxQAmVkZGhqauLjx498+fIFaWlpysrKmDVrFkFBQcyaNYvg4GCUlJQwMDAQce3u7m4uXrzIvn37SE9Px9bWlh9++IGRI0eSm5vLixcvaG1tRU1NjT59+uDo6Mjw4cPJzc0Vxc69fzZs2DAAjIyMuHz5MmVlZZiYmDBjxgx6enpQUlLi3LlzREVFkZaWho6ODidPnuSPP/7AycmJAwcOMGDAAOrq6vj69SsGBgYoKioK1IuysjKpqanU19fz+PFjdu7cyblz5wgNDeW3337j6dOn+Pv7Iycnx7Fjxxg9ejRaWlqMGDGCEydO8OXLF/r378/BgweJiIigb9++wh8SERGBuro6KSkp/PHHH1y9elUUWldXV1NUVIScnBz6+vr8/vvvItkpLy+Puro6SUlJBAYGkpycTEBAAJmZmTx+/BgVFRWqqqoE/626ulow4MaMGUNBQQEZGRk4OjoC4ObmJhoTli1bxpEjRwRwU0tLC3t7e96/f8+mTZsICAigu7sba2trgXdITk7G0NCQmJgY4XvT1dXFzs6Oz58/c/v2bYEJGDBgANu2bWPTpk2Ulpby6dMnLC0t+fjxIwBpaWlIS0sTExNDaWkpra2tjB49murqar58+cKSJUuQkJAQjCp/f39WrVqFuro6np6etLa2cvz4cebOnYuPjw/z58/n3r17PH/+HE9PT8zNzdHT06O2thZZWVnKysrIyckRY8bdu3dTXFxMdnY23t7eREREkJSUxJQpUzAxMUFeXh4DAwMSExPx8PBAWVlZ9Db2jh1v3ryJmpoaZmZmjB8/Hnl5eSQlJTly5AhtbW28fv2ajx8/snjxYoyMjOjXrx8+Pj5i8U5ISKC7u5vu7m5ev37N3LlzmT59OpWVlZw+fVok+kxMTDAzM+Pnn3/G39+fI0eOiN7Mhw8fMnjwYDIyMkQgZO/evXz//l0ojTo6Oujo6CApKUleXh5eXl4kJSWJovUNGzbg4+NDYWEhjo6OHDhwACsrK6ZMmYKpqSn3799n/fr1QslxcHCgb9++5OTkkJ2djampKcXFxQQHB/8v6G4vzsHMzIz79+/Tv39/6uvrmTNnDt+/f8fa2pqLFy8SGBjI58+fcXV15ddff0VBQYG7d+8iLy8vOld9fX1FsCUhIQF1dXXU1NRYvXo13t7eLFq0iJUrV/L+/Xvx96WkpFBRUSEqKoonT56Qnp7OoEGDSE1N5cWLFxw4cABbW1vGjRtHZ2cniYmJLFy4UCQUq6uraW5u5tChQ4SFhQkfWG+/7rdv3xg9ejSvXr3i559/FinVlpYWzM3NOXnyJKGhoejr61NXV8eJEyd4/vw5Hh4eKCgosHDhQlxdXfH09ERGRkZAxnvHsaqqqlRWVhIVFcXt27cxNDQkICCAN2/ekJKSQnV1NaampigoKAh7kL6+Pn369BFgbC0tLX744QdaWlpwdnbG3t6emJgYhg4dSl1dHePGjUNBQUHYdX788UeKi4u5dOkST58+JTU1Vfi6e3p6kJSU5Nq1a2zevJnv379jY2NDdHQ0J06c4OHDh0ydOhVra2vc3Nz49ddf2blzJ01NTaSkpLBgwQL69u3LiRMnsLS0ZNy4cUJAaGxsRFZWls+fP+PggGk6UQAAIABJREFU4EBMTAzTp0/nyZMnKCsr4+joSFRUFGfPnkVSUpJx48axbNkydu3ahZSUlAjSuLu74+LiQnJyMnPnzuXcuXPo6OiIUMfJkyf59u0bjx8//o9GnxI9PT3/v2x+/m+6nJycei5cuICcnByGhoYMHTqU0NBQgeewtrZGVlYWIyMjEV8+evQoAPn5+URFRbFv3z7i4+Opra0lODiYnp4edHR0RCrv9OnTWFhYsH37dvz8/Dhw4ABnzpwBYNu2bUhKSrJ48WI6Ojp49eqVqG85f/48EydOBGD58uXExsbi7OzMihUrGDp0KOvXr+fgwYMYGxuLDeGvv/7K9+/faWlpISIigrKyMsaPHy8+x/z58zl06BBJSUmMGTNGGN97IY+9xfJubm4oKipSXV2Nr6+v+L56I8ne3t7ExsYSExNDRkYGurq6KCkpER0dLcjuw4cPJz8/HycnJ+Tk5Hj06BEAVVVVBAUFCVaWqqoq165dIyAgQPw7S5cuZfTo0ZiampKbm4uEhARdXV3iZ2zZsoWUlBSUlJRob2/H2dlZeGp6R9UWFhbIyMigqqrKwIEDWblyJRs3bqRfv34AFBQUYGlpSWFhIZ8/f+bChQts3bqVyspKuru72b59Ozo6OhgYGNDd3Y2jo6MYmwUGBgL/lsoXFBRgb29PV1cX1dXVzJ07l6KiIvr378/y5cs5evQo5eXlvH37lvj4eNauXcuRI0fE2OPChQvU19cTHBxMTk6OqGLKzs5m8uTJXLx4kc7OTq5fv46fnx9WVlZio/fs2TPgXwiomZkZY8eOpby8nKysLPr168enT5/o6elh7ty5/PLLLxw6dEic/Pz8/GhpaRFjClNTU5YvX86NGze4f/8+UVFRaGhosGvXLqytrYmIiODWrVsMGTKE2bNnExQUxOPHjxkyZIg4qCxfvhxJSUnu3r1LdnY2Z86cwdjYmBcvXhAbG4uRkRHjx48nIiKCZcuWcefOHX766ScePHiAtrY2AOHh4axevZqenh4KCwsFuPbFixcCcmljYyOUHgkJCc6cOUN2drY4EQcEBNDT00OfPv9WGp84cYJFixaJv5+VlYW1tTVBQUFYWVmhqqoq1ObeE/SECROIjo7GwsICKSkppKSkRDuBtrY2vr6+BAQEsHbtWjIzM7l58yZLlixh48aNnDhxAoC//voLdXV1YTB2dHTkzz//JD09HWdnZ9LT0wkLC+PChQusXr2aqKgoJk+ezIYNGzA0NARg7ty5jBo1ilWrVjF16lS+fv1KS0sLRkZG3LhxA29vbzo7O0lOTmbnzp18+fJFtHTs378fAAcHB8aOHcvu3bsFDsbY2JirV69SWFjIoEGDmDRpEkVFRQwbNgxPT0/OnDnD8uXLuXbtGgAHDx7kzJkzAhljYmLC4sWL+fDhA5mZmWRmZnL58mX8/f05ePAgs2fPZtKkSQwcOJCioiIAcWgJDw+nsLAQRUVFDhw4wLZt2wSOZPfu3YSEhKCsrMyzZ8/Q1NTk69evgpzv5eWFjY0NMTExfPz4kdraWgYNGsSoUaO4cuUKHz58ICgoiNjYWBwdHamurkZVVVX8/uHflHRRURGjRo0SnMrk5GRkZGTYunUrL1++5OjRo7x8+RJHR0fi4+Npb29nyZIl4me8fPmSzMxMlJSUSE9Px8jIiOLiYoyNjfH19SU3NxdZWVnROFFfX4+VlRU5OTkMHToUgLNnz7Jo0SLBJfv69Stz5sxh7dq1HDx4kJKSEmbOnIm6ujo2NjbisOzq6sqVK1eAf9E8Hz9+5MyZM5w5cwZHR0d6enr4+PEj2traomx+xowZSEtLs2vXLh49esT69evFu/DDhw+EhISQmppKZmYmxsbGjB8/nqtXrwr7wLdv3zh48CBtbW1s3ryZ0NBQFBQUmDdvXu9ayvfv35GRkSE3NxcNDQ3Onj1LZGSkYCN++fJFmP6joqIIDAzEyMiIhw8fAoiNfVlZmXhmDhw4QHJyMvfv3+fs2bO4urpy584dUlNTaWpq4ujRo5SUlIj3x6lTp/Dz82Py5MlUVVXR0NDA9+/fsbe35+DBg/T09ODv78+6deuoqKjg6NGj2NvbU1VVhbq6OoCoo5KQkKCqqgpPT09KSkrw9/dn2LBh/Pbbb1RVVfHixQuCgoJ49uwZr1+/Zt26dWhoaACgo6MDQFBQEJcuXSIrK0s8/8bGxkRGRvLy5UsJ/g/XfzdqgIWFRc/PP//M2LFjefLkCSoqKixYsID79+8DEBcXR2xsLFVVVZSUlLB9+3YmT54sui9VVVUpLS2lu7sbXV1d5OXlmTx5spDrAWpra8nLyyM2NpZ3794xZ84c5s2bx549exg6dCi6urrU1dUxcuRIFi1ahLq6Ort37+bZs2eCaL1p0yamTZuGiooK3d3dVFZWYmBgwOfPn9HR0SE2Npb29nZqa2uJiIhg6tSpJCYm8vnzZ1HzEhYWJv7fDg4OnD17lvT0dEJCQoiPj+fu3btERkYSGRmJqqoqRUVFBAUFiaQq/Pswqqur4+Pjg729Pb6+vkL+NTAwwM7ODgsLC3p6emhvb+f+/fv4+PiIWiH4dxSRn5+PkpISt27dIjIykl27dvH777+zcOFC9u/fz7t370hOTmbZsmXExcUxevRo6urqyMjIABBpKhsbGxITE7G2tsbExITo6Gg2btzIkydPOHToEE5OTri4uIjNTWNjI9OnTwdg8+bN4mEcPXo0eXl5omLm4MGDuLm54ezszLp16xgwYADy8vLMmDGDP/74Q1Dr4+Li+OGHH7CwsCAsLIzt27cTHR3NmzdvhMnZ2dlZKCz6+vocP34cY2NjMTJ4/vw5c+fOJTc3l7a2NpydnUlLS8PY2JjU1FThw2tububKlSuiImb69OniRXv79m1WrVoFgKenJydPnuTq1at8/PiRsrIylixZwocPHxg2bBgZGRmEhIQA8OTJE16/fg3A8OHDsbe3ByArKwt7e3sCAgK4ceMGly9fpqWlBXt7eyorK4UnBmDr1q1s3rxZ3Fu93YDq6up8+vQJX19f8cIPDg4mKSmJPn36EBwczJ49e1BXV6e6ulqMC3/++WeRzjI1NeXOnTuMGzeOzZs3iyTWhw8faGpqEr19Dx8+5KeffuLq1asAuLq6CixD7wszJCSEiooKvLy8WLFiBffv32fs2LHIyMhw8+ZNUlNTCQgI4PHjxwDMmjWLjo4ODA0NefLkCcXFxTQ3N+Pk5ISTkxOXLl3C2tqauro63r9/L3htY8aMoampCYD09HQ8PT2ZNm0aJ06cQFFRkf79+7Njxw7c3Ny4du0a06ZNw8vLCxkZGR48eMC8efPYunUry5YtA6C8vJy0tDRqamrQ0tIiODiYfv364e3tzbx58xg1ahRaWlpUVFSQkJBAZ2cnGRkZpKWlce7cOQDWr1/P7du3efz4MS9evCAgIEAApwMDA3nx4gVqamr88MMPLF26FFNTUyQkJHj58iVBQUEA6OnpkZCQgL6+PlOmTGHFihWEhYWRn58vIKBfv35FS0uL2tpaFixYQElJyf86hK1Zs4bGxkaOHTuGjIwMGRkZmJmZiVRr72e8f/8+586dY86cOeK+un79OgClpaWsWLGCuLg4/Pz8qKysFF6olStX0tHRwYsXL1BUVMTIyIjOzk6ePHkisB8AHh4eREREMH36dHp6evDw8AAgIiKCIUOGCKBpL/esqqoKNTU1Ro4ciYmJCQDr1q0jOzubq1evEhsbS3h4OOHh4aJ+aMyYMZSWlnLmzBnRxaypqcnFixfFYX/UqFFs3LiRoqIi5syZw8OHD7GwsKCxsZHi4mK6u7sxNDQUqqCBgQFbt24VbLneZ9jOzo5t27YRHh7O8ePHmTJlChkZGZSXl1NaWoqLi4sYBT969AgzMzOKiooYPXo0gMB8zJ8/n46ODsaMGSOYmW1tbURHR/8v37W9vT03b97ExMQENTU18XMdHR3x9fXl69evolqrd7qzZMkSBg0aRF1dHZmZmcyZMwc/Pz82b94s3kG1tbWMHj2a1NRUvL29qa2tpb6+Xvi/tbW10dDQ4ObNm+Tl5TFq1CgRtOpdb8+ePYusrCwTJ04kJiaGH3/8kQsXLvD69Wvc3d1Fw0kv4WH9+vWEhISwa9cunJycgH8PA11dXSQmJgoluaysDENDQ27dukVXVxcWFhZISkpSW1uLtLQ0+fn5IjAH/25+PTw80NHR4fnz5yLE1esRXrJkyX+0Ufvv6BM4duzYlt6amp6eHk6ePMnu3btFyXJ3dzehoaHs3r2buXPnYmNjg4SEhOjyk5WVpbS0lJ9++glbW1tKS0sZMGAAHz58oKamhpqaGtTU1KiurqahoQEHBweCgoKIj48X3CBJSUni4+OJjY2lf//+bN++XYBLexN88+bNY+3atUybNg0DAwP+/vtvWlpa8PT0REVFRfSM9eICzM3N2b17N5qampiZmaGjo8OLFy+4ffu2iBvX19fj6OhIaWkpkydPpqGhgfT0dJSVlVFUVGT48OHiFBEQEMCoUaNITEzE1NRUUMatra1RUlJCRkaGuro6AI4ePYqnpyf5+flIS0vT3NwsAKqfP38WnquOjg4qKirw9/dHQUEBIyMjrly5woABA0hJSRGpu7y8PBQUFMjOzkZaWhoJCQnc3NyQl5cXtPwRI0awdetWrKyskJCQ4NixY6Jiq6SkhIKCAhQUFNDV1WXTpk38+OOPfPjwAR0dHa5fv860adM4f/48urq6GBgYUFdXx/fv30lMTCQkJISkpCQmTZqEqqoq/v7+DB06VAQGNDU1KSgo4Pv370hISAiURGRkJGZmZmhoaCAvL8+pU6eorq4mNDSU5uZmoqKiyMnJYeHChbx69Yr9+/czefJkuru70dbW5tGjR0hKSopUalZWFiNGjBB8p96kVnFxsShkLysrY+nSpVRUVNDe3k58fDzx8fGYmJiQnp6Ol5cXioqKxMbGoq6ujq2tLTIyMhgYGKCqqsqtW7dEUvjixYtoaWmJ2iwDAwOKior48uULiYmJmJiY8Ndff7F582ZOnjxJdnY2LS0tnDp1ip9++on8/Hxh3paWlsba2pq8vDwePnxIRkYGz549o7u7Gx8fH+Tk5AT4cty4caSmpnLz5k1SUlLYvn07NTU1uLi4YG1tzeTJkzE1NRUMu95uykGDBqGkpISpqSnPnz8XzRgTJ07E29sbRUVFFi5cyJgxY4B/N8i9lVGXL19GVVWV4cOHU1ZWJpTYe/fuUVdXh4qKCqqqqqiqqgoA5qRJk0hLS6Orq4tx48YxYMAAUbc1cOBAFBUVRS3d/PnzuXr1KqGhoSxevJirV6/y6tUrDh8+jJycHOHh4SgqKpKVlcWdO3eQlZXF1NRUJBB7oZk+Pj5s3LgRAwMDvL29OXToEMXFxZiYmLBp0yaxaISHh4v+UHV1dbS0tHj8+DHa2tpMnTqVx48f4+XlRWdnJyoqKnz48IErV66IBW3YsGGUl5dTVFRETk4OL1684NChQwwePJjW1laMjY3p378/U6dOxcPDgxUrVjB69GiysrLo27cvtra2qKurc+7cOcE7fPr0KfLy8pw/f17wt5KSkoTalJOTQ0hICBYWFpiZmXH48GER1vrhhx9YtWqV4B3m5+eTn5/PmjVr6OjoYPLkySxevBgTExOUlZVpbGxk4MCBODk5sXXrVrq6uujo6GD27NkYGxsD/wKoU1JS6NevH9HR0ZSVlfHLL7/g5eWFrq4uOjo6PH36lJ6eHgYMGMCePXvYuHEjCxYsIDAwEDk5OeFZ+vbtG9u3byczM5PCwkLhNa6ursbZ2Znw8HCSkpKoqanBwsJCgKp709P6+vrExcXR3t5OSkoKcnJyItGpra1NXl4e7969Y/jw4Tx48ED46hobG7G3t+fDhw8MHDgQHR0durq6KC0t5fv37zg7OwsGW0xMDDIyMpw5c4Zv376JGrXq6mqWLVvG77//Tl5eHuPGjePq1auEh4fz8OFD4V2tra1l0aJF1NbWsnfvXhYsWMDYsWPJy8sTYbq+ffvS2NgoYOe9qviYMWNobW0Vfcb29vYkJSUxbNgw/vzzT/7++29SUlKYPXs2RUVFgkXYe/CRkpLCxMSEuLg4EhMTmTt3LvCvqhkeHs6nT59E6rykpITXr1+jqanJjBkzhOe7ubmZoKAg8vLy+PbtG1paWqxZs4Y5c+agqqrKpEmTkJeXR19fn6dPn/LlyxeWLVtGVlYW7969Y//+/cyePZvU1FTRfFJTU8OzZ88YPHiw2Jj3YpkcHR3p7OwUYa4pU6YwceJETp06ha6uLnfu3PkvnuM/vbZs2bJl+vTpuLu7Ex8fL/w9vUk9ExMT9uzZg7+/P5KSkjx//pzOzk7mzp2Lvb09mzZtws3Nje/fv1NQUMDDhw9xd3fnwYMHGBsbCzNxR0eH2G3n5OTw9OlTYmNjOXToED4+PmhpaREbG8svv/zCvXv3xNilF61hZ2dHQkICXV1d3L59GycnJ4qLi/n9998xNDRk2rRpjBgxgl27duHu7k5xcTFDhw7l/PnzSEhIUFlZyaxZsxg+fDje3t7s3r2bL1++kJaWRmBgICdPnsTV1ZXXr18LE35CQgL//POPaD94+/YtAQEB3L59m8GDB6Ovr4+kpCS3b98mKCiIhoYG3N3duXjxIlu2bOH79+/ihNQ7IqyurmbSpEnU19eLBTo1NZWkpCQ8PT2xtrbGzMyMO3fuEBAQINoAfH19GTBgALt27eLNmzd4eXlRXl6OnJwcZmZmqKmpUV5ezpIlS9DR0aG4uJj169fj7++Pqakpc+bMwdTUlNWrV9PZ2Ul+fj5ycnL8888/LF++nAkTJtDY2IiysjIPHz4kODiY169fo6uri42NDaNHj6awsJD4+HjGjBnDtGnTsLKyoqGhAQsLCzZt2oSRkRGzZs0iLi5ObOIlJSVxcXHh2rVrjB8/XoxH7ezs+PjxIwYGBlRWVjJx4kTWr19PeXm5iOwPHz6c9PR03r9/T1BQEHfu3BF+ij59+tCvXz/Mzc0xNTUV0fqCggJiY2ORlpYW/D1PT0/evn0rxiPl5eVUVVUJVcTFxUVAhjs6OoRPaujQoWIc/+rVK9ra2qisrERCQoLly5djYWFBdXU1NjY2IqWcmJgoFrG6ujqePn2Kg4MDd+7cobOzEwcHBwIDA5k+fToxMTEcOnRIEP2nTp3K6NGjMTExobOzEysrK5YvX8758+epqqqiqKiIHTt2sHHjRlpbW2lpacHKyooLFy5QUVHB2LFjqa+vF4gEQ0ND0tLSUFRURFFRkb59+5KUlISHhwfZ2dmoqqqSlJSEnZ2doLdv27YNRUVFvnz5Ij5nLzMsJiYGT09P7t27h56eHm5ubty5c0eEHlJTU4mMjERfX5/nz5+Tk5MjwKffv3/n2LFj+Pr6EhoaysOHD1FRUaGuro7u7m7u3buHr6+v6Gk8cOAAERER4tBkaWlJd3c3EhISzJo1iytXrjBp0iSCg4O5fv06s2fPZuDAgZw4cYIdO3YA//aVRkVFkZiYSHx8PG1tbZSUlIiWlAMHDlBbW8vFixeJiIgQ911WVhbd3d3IysqKInNdXV3Cw8MFlNTFxQUjIyM+ffpESUkJHR0dAu3Qywd78eIFS5cuRU1NDS8vL7y8vHj16hVxcXF8/fqViRMnkpOTw+nTpykrKyMgIIC2tjZGjx7NrVu3WL16NampqXR3d3Pnzh3q6uoEN69XsVJXVxe4jN9++w0vLy/S0tLIzMxk7ty5uLm58eDBA/r06UN3dzd//vknt27dIiQkhCVLlpCWliYwF4GBgURHR+Pm5ka/fv3Iz8+nq6uLnp4eVq9ezenTp1FUVERKSoo+ffoIiOuaNWtEJ2p0dDSOjo58/fqVhIQEwsPDOXPmDG/fviU/Px9LS0tycnKE8q6trc2kSZP48ccfUVdXR1NTk+/fv+Pm5kZraysDBw7kxYsXjBw5krS0NMaPH09eXh4tLS3s3buXa9euMX36dBITE9HT0yMjI4OKigry8/NJS0sTPtv8/HwOHDhAdnY2R44cQVJSEhMTE1JSUigtLUVXVxcHBweMjY25d+8e69evp6ysTFh6pk2bxrVr11BWVkZVVZWenh727dtHSkoKrq6uyMnJMXbsWF6+fImpqSl3797ll19+YezYscK/uWLFCnbu3MmxY8fQ09MjJSUFOzs7nJ2d2blzJ8uWLeP48ePY2dnx4MEDETpSVlamsrISOTk5Xrx4wbJly1i5ciWLFi0iJydH2FPS09P5/PkzVlZWLFiwQFQo9u/fn4sXL/LgwQOh0q9Zs4YPHz5w/PhxHj16RHd3N5MnT8bR0RFHR0fS09NxdXXln3/+YefOnbS3tyMnJ8enT59QUVHB29ubs2fPkpWVxbJly7h8+TIuLi7Exsby/Plz3rx5IyZtubm5eHh4YGlpiYeHB1+/fsXBwYHLly//R6nP/27UgOjo6C1aWlpYW1vz9u1b4f3IysqivLxcAPueP3/O1atX0dDQwMjIiNzcXIqLi9HW1iYkJITk5GTu3r3LzJkzaW5u5tWrVwwZMgRZWVlWrlyJt7e3ONX1AhJ7oYG9UNV3794xadIkdu/ezciRIzEwMMDCwgJzc3MuXrxISkoKtbW1FBYWUltbi4qKCosXL+bz588kJSWRl5cnJGwzMzORoOqtKHF0dKSgoICuri48PDwYN24cpqam7N+/n9zcXGbNmoWsrCznz5/HwsICCQkJbGxsyMvLQ1dXFwUFBVJSUkQHaq+fatGiRURFRaGvr8/AgQNRU1PD39+fefPmoaamRnp6ujDO9xrGb9y4QV1dHbm5uSgrK1NTU0NzczPu7u5CtVm3bh2mpqbExsYyc+ZMlJSUMDExwd3dnZSUFKytrVFQUBCFvx8+fGDRokVYW1vj5+fH33//TUxMDMbGxty/f5/MzEw8PT3Ztm2bUCCnTp1Ka2srioqKfPv2jW/fvmFra0taWhpjx44V+JAbN27Q3d2NgYEBampqQgnNysoiICCAVatW4evrS09PD0lJSUKBSU1NRVJSEgsLCzIyMliwYAFr1qzh4MGDuLu7o6enx8SJE+no6OCvv/5CQkKCkJAQJkyYgKKiIjY2NsyYMYOPHz+SnZ3N3bt3MTc3Z+zYsURFRRERESFO3Bs2bCA/Px8HBweOHj1KRUUFGRkZLFq0iIcPH+Ln54eMjAxubm7Y2tqioaHBmzdvSEtLE4XEz58/56+//uLVq1eCjD9u3DjGjx9PXV0dkpKSaGhoICkpydq1axk5ciR79+6loqJCmNF3796Nra0tNTU17NmzRwAws7Ky6NOnDzdv3iQtLQ15eXn69u3LpUuXyMzMxMzMjNbWVjo6OigsLERDQ4OLFy/S0tLCxIkTSU1NZerUqTQ2NqKqqoqhoSGZmZmEhoaSmJhIQkICc+bMQVtbm82bNwuO0qhRo2hra+PNmzdMmjSJqKgo3N3daWlpEZiCsLAwdHV1mThxIgsWLGDUqFFISkoiJSVFfn7+/8PeewVlef1huxdNutI7UpWOoBRFEEQUMCDNLhhrrDFqLLEksUZjb9HYo9GoiCJ2RVRARVRABFGKgvQuvZd9kGHN980++c+e2WdZMx77Au+znrXu331fN2vXruXDhw90dXUxevRovLy82LJlCzt37uT58+eUlJSIrtNVq1bR0NCAuro6e/bsITs7m9zcXKKiopg8ebJQAkeOHImCggJ37txh0qRJ+Pj4CF+hk5MTf/31F0+ePGHXrl1ISUlRV1cnLmGxsbFYWFigoqKCoaGhqNWZN28eX758Yd68eQwfPpypU6cyatQo3r59y9atW3n48CElJSUoKytz6NAhhgwZQkZGBu7u7nh5efH06VPR8tCHGhoyZAj6+vrs37+f0tJS0tLSiIqKwtTUlNevXzNgwAB0dHRIS0ujra2N33//HQMDA1paWtixYwempqacP3+eZ8+eoaKiwqJFi9DT02PTpk1s3bqVoUOH4uXlJcZRUlJSgn0XHBzMuXPnWLduncDydHV1sWjRIrZv346joyNmZmbY29sLttjff//N3LlzuXDhgsDlNDU1ISsry8iRI7G3txfq+P79+zlz5gwTJ05k3759TJ48WcCNAwICUFNTY/78+fTv35/Y2FicnZ1RVVVFXl4eWVlZ4uLi+PjxI0lJSbS2thIREcGXL18YOnQo3d3dbNu2jUOHDpGUlMTq1at58+YNkyZNYuDAgbi6uhIXF8fEiROxtbVFS0uL/Px8AQEvLCzkzZs3NDQ08PnzZwGebWhooLm5GUdHR6ysrBg9ejTFxcXU1NQQGhpKcXExNjY2XLlyhcrKSoYNG0ZdXR27d+/m+PHjlJaW8vjxY6ysrBg0aBBmZmZCBd28ebOA/UpISJCWloarqyt1dXX4+PiI3tX3798zYMAAjh49SktLi2gk6VNZ/f39aW5u5vr167x48YI7d+6QmpqKl5cXQ4YM4e3bt3R0dODu7s7t27eRk5MT8O/e3l5WrFiBrq4uhw4dEmneb775hvPnz/Ptt9/S1dWFnJwcycnJBAcHExUVhYSEBJKSkqipqTFgwACMjIxIS0tj+vTpbN++HTs7OyorKykoKKCiooKHDx9iZWXFjBkzKC0tZfLkyXz9+pVnz56hoaGBs7MzWVlZ4r2UlZWFhYWFqJ1SU1Pj9evX4lKxfPly1q1bx4gRI3Bzc2PdunXMnj0bb29vTp06hYuLCzdv3mTLli3s3r2bnJyc/0lRk/z//RT03/pv/bf+W/+t/9Z/67/13/r/tP4LEwBmZma9165dE3ydu3fvcuzYMdatWwf8q7h0dnby8eNHbGxs0NPTQ1ZWlocPH6KsrIySkhITJkzg1atXNDY2iiTI0qVLiYmJAf5NOebn5+Pt7Y2JiQmWlpbs37+fqqoqjhw5QmSskv5SAAAgAElEQVRkJDo6OhQUFAjD56JFi7C3txdJp76Z/MKFC5k9ezYVFRWkpKTQ0dHBlClTiI6OZtOmTUhISHDr1i0UFBTEz1haWgqAnJwc9fX1zJ07l7y8POLi4nB0dKSwsBAlJSXS09MFfVxRUZG1a9fS2NjI9u3bKS8vB/41NvcZtCUkJHj06BHffvstq1evZuHChcTHx4sKoezsbLq7u3nx4gUFBQU8evQIAAUFBVJTU4mJieGnn34SYE59fX2SkpL+rzHbL7/8QlxcHBkZGRQVFQm2VGZmJq9evWLRokXcunWLDx8+YGtry/jx49mzZ49ADxgZGZGamsqkSZOEQhUeHg78m3JctmwZDx48oLy8nGPHjvHkyRO++eYb7t69S0FBASkpKSxfvpzU1FSMjY1RVFSksbFRBAFevnyJuro6DQ0N9O/fn56eHlxdXfnw4QMWFhaMGDGC8ePHM3HiRObMmUNXVxfp6elIS0ujp6cH/Mvs6UMEmJqakp6ejrW1NcXFxXz58oWGhgY2bdrE77//TmtrK76+viQkJHDz5k1hBn737h2TJk1i4sSJfPnyRfj5ioqKMDAwoLW1lbCwMO7du8f48ePx9PRk9erVuLm5ceXKFeDfwMrBgwcpLS0VRHddXV0BcfXx8WHXrl18/fqVOXPmUFdXR3R0NKampkyaNAn41ww8aNAgMjMzsbS05OnTp0ycOJGYmBg6Ozt5//49P/zwAz09PVRUVLBr1y72798vjPKA4Gjt2LGDM2fOYGFhwbFjxxgzZgwpKSno6emxdOlSenp62LdvH8XFxezbt48TJ04gJSUFwL179+ju7mbatGkYGxsLNMTBgwfx8PDg+vXr/PXXX6Snp3PlyhW2b98uCtz70pYtLS38/vvvHDp0CGNjY+zs7Lh48aIY933zzTeoq6vz8eNHpk2bJpQFQDwvr169ws3Njbq6uv8LsmpnZ8fs2bNZunQp165d49KlS+Tl5REYGEhrayu2trYiwKOmpiY4ewEBAdy7dw9VVVVWrlzJDz/8wIwZM9DR0eHLly9CPT99+jSxsbEiCJCXl0dBQQFtbW34+Phw7tw53NzcePPmjfBuJSQk0NLSwrhx40QgRFVVVSTP161bh5OTE/Ly8gKbkpaWRkhICJcuXWL//v3MmzePRYsWsXnzZuTk5Bg2bBgFBQXCpB0UFMTKlSvR1dWlo6ODnJwcxo0bx9GjR5k5cyZaWlqcOXOGZcuWMXjwYB4+fIiamhofPnwQe3RgYCDXrl0T42EdHR02btzIhQsXmD59uqiMWrhwoQgP7Nq1i8ePHwv2WE1NDbq6uuzfv58XL16wfv163r59i7S0NNOmTePNmze8fv1aBAf6fLX379/nu+++A/5tWFm1ahWZmZmkpaVhZmZGV1cXwcHBeHl54e3tjYqKCpaWlhQXFzNnzhwAfvvtNzIzM4F/E9994YKIiAi6u7uprq5GXV2dDx8+EB4ejouLC7dv3yYgIEAUxl+4cEEAcefNmycaaeTk5Dh79iw2NjZYW1uTlpYmEt87duwQY3ZJSUl8fX25fv06AKGhofz555/MmTOH4OBgjIyMWLZsGZmZmSgrK6OpqUlaWhqhoaGoqakJKO4///wjGJsrVqygvb0dKSkp9PX1GTVqFCNHjiQhIYH+/fuTnp7OihUr6OnpEQzIjx8/cuPGDVxdXQFEtZOUlBRtbW0MHz6cGzdu0NPTQ0tLC6GhoXR0dGBsbMz58+dRVlams7OTESNGcOvWLeBfMsHatWvx8PDA0NAQCwsL8vPz2bdvn2BTwr8s0N9++w0PDw9Onz6Nvb292Av7GKjwLx3Ax8eHqqoqbGxsmD17NpGRkTx+/FiEYJ4+fcqaNWuwsrLi8uXLwL9dw/n5+UhKSopg3dmzZ6mpqaG0tJTw8HDS09P/CxP8L+vo0aObtm/fLvxfgYGBwhDa2dmJoaEh1dXVNDY2Ehoayt27d2lpaUFKSgo5OTmCg4OZM2cOEydO5MmTJzg5OZGVlUVBQQG2trZoamqyaNEikSrauHEjpqamrFy5ktjYWIqKimhvb2fOnDkCa7Fp0yb09fXp168fZ8+e5f3797i4uDBz5kysra25ceMGHR0dokGgj7Pm7u7Ob7/9hpqaGgYGBsTFxaGtrU1hYSGtra0YGBgwYcIEqqurhQFaX18fIyMjrly5wurVqwGQlZUVI7M+/0QfQ6yrq4sRI0aQm5srXtKSkpLU1tby9u1bRowYwd9//83Hjx+Jjo7Gzc0NMzMzATmUkJBAW1ubOXPmEBMTw4ULF8jNzeXSpUvIysoybtw4kT4tKyvj+fPnNDQ0sHr1arq6ujh8+DD37t2jo6ODESNGoKurS2lpKZmZmQwfPpzKykrc3Nzo6OhgyZIlWFpaIisrS2dnJ1OmTKGlpYXk5GQGDBjAwIED0dDQIDMzk8OHDwvy/7Bhwzh69CheXl6EhoayefNmwsPDKSgooLW1laKiImRkZOjp6WH06NG8efMGd3d3rKysMDY2RkFBgdjYWEaOHElsbCzBwcFkZ2fz4sUL3N3dWbBgASoqKpSWllJQUEBTUxMhISEEBASgoqLCggULUFBQIDc3VySN8/PzcXZ2FubYP//8k6ysLCZOnEj//v05fvw4gYGBwl/Rh6ZQUVEhKChIoEyGDRvGmzdv8Pb2Jjg4mMTERLS0tNDU1BQBmj42UXBwMPfu3ePHH38kPz+foqIi5OXlCQ8PJy4uDgsLCyQkJHBwcODt27d8+fKFzZs34+fnx8WLF0XDxvLly1mxYgWRkZEsX76cixcvcvLkSfT09PDw8OD3338nNDSU+vp62tvbSUlJ4f79+8yZMwcZGRkGDBhAWFgYV65cwcfHh69fv6Ktrc2hQ4ewsLBg2rRpLF26FDU1NaSkpOjp6RGeKC0tLZycnDh48KBgoXV0dIgL0a5du9i6dSudnZ0kJCRgbm6OmZkZmpqaBAUFMW3aNPLz8+nt7aWnpwcNDQ1KS0t5/vw5jo6OeHp6oqSkRFRUFG5ubvT1BisoKFBdXY2vry+zZs2iqamJfv36YW1tLZKkfcXaFy5cYPjw4bS1tYlkbmRkJJ6enqipqfH27VsGDRpEQkICS5cuFeZobW1t4uPjhW9OQkICExMTli1bRkVFBb29vQwePJitW7ciIyODubk5eXl5DB48mFGjRrF3714xopORkSEnJ4ekpCSCgoIYOHAgf/75J3l5eSJROmvWLHp6epg7dy7fffcdr1+/pri4GBUVFZSVlVFWVsbT01MEYYYOHSpq8R49ekRlZaXo5505cyb29vYkJiZiYmKCjIwMmpqauLu7o6SkhKKiIhoaGgIZNGTIEJSUlDAxMWHIkCFcvXqV0NBQzM3NaW5u5q+//mL16tW8f/+eZcuWsX79elJSUjh9+jR5eXloamqK7s+UlBTevn1LUVGRQEXY2dlRUVGBv78/e/bsYfr06bi6ulJcXCxGsJ8+fRJ+NElJSRYuXMivv/6KoaEhTk5OuLi4kJyczIMHDzh16hTd3d1kZWVRV1dHQ0ODOFjl5eWxbds2wsLCePDgAd7e3sjLyyMjI4OJiQmqqqqEh4czYMAAwcSMi4tjy5YtLFmyhA0bNrB161a2bt1KcnIyERERmJubs3//fuHX6mvpcHBwoLe3FxUVFeTk5Lh16xaKioq4uLjw8eNHRo8ejZWVFadPnyYjI4PGxkb69euHpqYmZWVlzJo1i8TERFpbWwkPD8fb25vp06cTHx8vLh47duzAx8cHGRkZysrKcHFxQV5ensWLF6OjoyOaZiZPnsy0adNISUnByMiIkSNHYmFhQVBQEHfv3qW5uZnJkydTUFBAfHw8P/74Iw0NDUhJSfHDDz/Q2dnJuHHj+Pbbb1myZAllZWUCSSUjI8PMmTNxcHAQ7Mnc3FzGjh3Ld999x08//UT//v3/L8hseXk5mpqaaGpqCo6nn58fw4YNEwEge3t7vL29uX//Purq6jx8+JCqqirhS+sbMwcHB7NgwQLa29vp378/UlJSxMXFISsri4+PD1FRUWzdupWYmBiRxH3z5s1/HrX/dR05cmSTnp4ec+fO5eXLl0RGRuLg4MCaNWuYMGECurq6FBcXi5qNPsVl2LBh3L9/nz179uDg4CDM6AYGBhgaGjJ16lRu3bpFdXU1aWlp5ObmYmFhgaamJhcuXODatWs0NDQwYsQI8cD2mcOPHTvGtGnTuHr1KpaWlpiYmAiGzJs3bzA1NeXdu3eoqanh5uZGdXU1UVFR7Nq1CxUVFaSkpMjIyKCzsxNLS0uMjY0xMjKitrYWGxsbPD09cXFxITs7G3NzcxHnPnfuHG1tbejr6/Py5UsyMjJwdHTE1taWDx8+CFp0b28vtra25Ofno6CgwKdPn0hLSxOcovDwcPr374+7uzuTJ0/m/PnzpKamUlpaKsygfV2gwcHBPH78mICAAKZOncru3bt58OABenp6WFtbCwWh78VdVVWFrq4uT548EfT7PsP3tWvX0NXVJT09nQEDBtDe3s7OnTuZPXs2hw8fJjExEUdHRwDhdXvy5AkjR45kxowZLFy4ECMjI5ycnMjLy0NGRgY9PT3S09OZNm0atbW1lJeXM3XqVI4fP05BQQHNzc3o6OhgYWFBRkYGY8aMQV5eXhQJGxoacubMGRwdHWlubsbCwoJnz57R3t6OoaEhkpKS5OTkUF9fj4uLC3JycsjIyNCvXz+am5s5duwYLS0t/PnnnyINVV1djaurq6j1evfuHadOnUJGRgYHBweuX7/OrFmzcHFxQVZWlrS0NAwMDDA3N0dXV5fe3l5+//134uPjWbJkCTIyMmhoaJCSkoK+vj7GxsY0Njaip6eHgoIC79+/p6SkRJDE8/PzCQoK4s8//yQ9PZ34+HjREVlUVMSUKVMwMDDAy8tLBAz27t3L7Nmz+fz5s/hZ+/fvz40bN/j555+prKyksLCQ2tpanj17xg8//EBzczM3btxAWlqahw8fMmnSJNzd3QUBPikpieXLl6OkpMT9+/dFysvGxgZbW1tSU1NJSkqioKCAlpYWHj9+THh4OAsWLMDCwoLy8nLx942JiWH16tXcvHlTcNPk5eVZvXo14eHhnD9/nmnTptHa2ipgqq9fv+b69et8+fIFAwMDFi5cSEhICCYmJlhZWYlDm7+/P8HBwWhqapKbm4u1tTWpqaksWLCAjIwMSkpK6OjowNHRkY6ODvbv34+zszOfP38mPz+fZcuW4efnx8CBA1m/fr2gvj979owFCxYgLS3N69evGT16NFevXsXT05OTJ09iaWnJlClTCA8PR1pamsbGRu7evcucOXO4cuUKVlZWxMXFUV5ezowZM3BwcMDf359JkyaRnJzM0qVLRbKtpqaGyspKhg4dytixY3n48CGLFi1CUVERe3t7sV8WFBSwc+dO5syZIxhVr1+/Zt26ddjb2/Pw4UP8/f3p168fWVlZ4jKxbt06bGxsGDZsGMrKyiQnJ3Ps2DF27tzJqVOnaGxsZOLEiZiZmZGens7gwYO5du0aZWVlmJmZYW1tTUJCAmPHjiU1NZWqqipGjx7NvHnzqKiowN3dna9fv+Lv74+rqyudnZ2icLyjo4PCwkLev39PXFwc48eP58iRI0hISODt7Y22tjb19fWMHTsWPT09kpOTaW1tRVFREWtra9zc3Hj58iXl5eWsX7+etrY2HB0dSU5ORkJCgs7OTtavXw/8OwmIioriwIEDnDt3DgMDA0pKSoiPj8fd3Z3Ro0dz/fp1ioqKSEhIQF5eHnd3d7S0tIR3b9++fVy7do3ly5fj6+vL/fv3CQkJEepsXyikz0RfXl7O8+fPeffuHfPnz6eiogIzMzPq6+vp7OykqamJUaNGkZKSwtKlS3n+/Dnr169HTk4ObW1tCgoK+Pr1K6dOnSI6OlqAvqWlpdHU1GTUqFEoKCggJyfH33//zY0bN0Thupubm/Apr127lsLCQqqrq/n2229ZtmwZ/v7+TJkyhX79+tHW1kZvby9qamoMHDhQ9IX21UElJiaydu1aZs+eTXFxMZ2dnRw/fpz9+/czd+5cXrx4wdevX8nPz0dJSYkjR47w5MkTtLW1sbKyEt62vuXn58e0adOYMWMGdnZ21NfXIysrS3NzM01NTRw5coSioiKKi4tJSUnhwoUL2NnZERwczNOnTxk2bJjgkT579oywsDDevn3LokWLsLS0xMjICEtLS/Ly8hgyZAhZWVmCXygvL8/t27f/S33+r+vcuXObgoODuXz5MkOHDmXu3Lk8evQIDQ0NampqSElJEdH28vJyRo0axZYtW3j27BlZWVkoKyuzZ88eFi9ezPLly/n69SsWFhbcuHEDCwsL9PX1OXfuHMbGxuTm5jJz5kzq6urw8/PD1dWV+vp6wcG5desWHh4eSEpKiv9/ypQp2NvbExcXJ0yMr1+/ZujQoeTn56Ojo0NnZyeNjY0kJCQIkvnChQuprKxEX1+f7du3C3n/9u3b7N27l5iYGIqLiykqKkJdXZ2cnBz09fWxsLCgo6NDHMqGDBnCly9f8PLywtLSEgUFBQH360M09PUj9qWnbG1tiYiIYNu2bYSGhnL27Fm++eYb8vLykJeXx8zMjNraWgYPHkxaWhoTJkwgMDBQ1ED1wSg/fPjAzZs38fDwYOjQobx+/ZqmpiaRwkpNTRWj0b5eTwUFBZHU1NDQIDo6mqCgIDIzM9m3bx+xsbEMHToUQ0NDfvvtN0aOHMnx48exsbGhpKQEZ2dnjh49KtQxBwcHvL29SUpKEkwhPT09fH198fX1xdbWFmtra7Zs2cLTp0+ZMWMGR44cwdPTUyTRlixZQkJCAg0NDRw7dozx48cza9YsgV3oq1ExMTFh48aNhIaGimRQX2H61KlTkZSUxMPDg19++YW8vDwAvvnmG8zNzfnmm2+4ffu2AKn2/Q2cnZ3Zs2cPQUFBgog+bNgwwsLCRL/oixcv+Pz5sxhLxcXF4ebmRkZGBvr6+ujr65OTk4O1tTWXLl0iOzsbPz8/PDw8GDlyJA0NDYKSfvz4cZqbm5k1axZJSUl0dHRw+fJlzMzMaGlpISoqSoQeioqK6OjoICkpic+fP6OgoEBraysBAQFERUVRUVHBihUrqKio4Mcff0RPT4/IyEgBip0/fz537tzB0tKSwMBAYmJicHZ2pqenh1evXlFdXY2ysjIfPnxgzZo1hIeHU1JSwtWrV4XBvq6uDg0NDUpKSqioqKC1tZWgoCC0tbWZMmUKW7du5fnz52hra7N9+3bk5OT49OkTf//9N2FhYTQ0NFBYWIizszM+Pj6EhITg6emJr68vJ0+exNHRkZSUFBoaGigtLSU0NFRcagoLC7GwsGDr1q1ISEjw/Plz2traGDRoEN3d3bx9+5aSkhJu3brF5cuXMTY2ZsOGDaLdoK+yqqenB0B8X1paWpCVlaW8vJx+/fqJ37G1tTWbNm1i6dKlfPvtt2hoaBAWFkZzczOlpaVizFdZWcn06dPZtm2buAQ5ODiICrTCwkKSkpKIi4tj1qxZZGZmMmTIEFG2/vz5c+zt7RkzZowI9vRZFzo6Oqivr+f69euoqalx9+5dHBwcMDY2FqlLbW1toqKiCA8Pp7CwEDU1NUpKSrC2tqa1tZWNGzfi7OxMaGgo/fv3JyEhAWVlZdGQcP78eXR1dQkODkZHR0dw0UpKStDU1KSpqUmM0G/cuMHy5cvZtGkTnZ2dlJeX4+PjQ2BgIDdv3qSlpYXhw4djYmJCc3MziYmJeHt7M3jwYBISEkShu4+PDwsXLmTo0KEYGBjg5uYmnnVJSUkeP37MmzdvCAwMxMLCAiMjI5ydnYVZX11dHRkZGX777Te8vLwoLCxk7Nixoqe0qqqKMWPGoKGhwYsXLwQ4/fnz5wwaNIhDhw5hbW2NpaUljx49YsaMGTQ2NiItLU11dTXz5s0D4OnTpwQEBFBaWoqqqqq4gDc0NAi7QmVlJWPGjGHfvn08fvyYqKgoGhsbmTZtGmfPnkVHR0d0cfb09FBfX095eTm7d+9mzJgxAkXSFzirqamhoKCAhIQEHBwcOHfuHD4+PlhaWpKVlcWqVavEfnr58mXs7OywsbHB0dGRixcvkp+fz9ixY9HV1WXNmjWif3bBggWEh4fT3d1Nbm6u4JQ2NjYKtXbhwoWsWLGCwsJCxo8fT01NDa6urqxbt46goCDRPWpmZoa7uzulpaX09vYyZcoUfvvtNxYuXIixsTEFBQUEBQUxePBgkpOTWbFiBaamprS1tREQEEBXVxcdHR1oaGjg5+fHgQMHyM/Pp3///qioqJCQkMDAgQMZNWoU4eHhhISEEB0d/Z+i9r+urVu3bho3bhxTp06lq6tLxPmNjY2RkpLCzc3t/9WJJi8vT1VVlVDI8vPzcXNz4+zZs4SGhhIZGSk2pLq6Or58+cLvv//O69ev2bNnD4cPH+bz58/IysoSHBxMWVkZ/fv3JzExUdQp9VV4lJaWUlJSwk8//cTr16+ZPHkyjx8/FvR7V1dXXFxcmDt3LtnZ2YSEhNDS0kJ3dzft7e1C2rW1teXixYuMGzeOoqIi0tPT+fTpE9bW1rx+/ZoJEyawfft2Zs+eTXt7OxkZGRgbG3PmzBkqKytFOfmxY8cYMGCAAHc6OzuzdOlS5s2bx5UrV1BRUeHx48eoq6ujqKjIqlWrOHPmDHv27MHNzQ1FRUXc3Ny4ceMGfn5+aGpqsn79euzs7GhpaWHWrFkcPnxY/JwbNmxARkaGmpoaEhMTcXNzQ0tLi5UrV3LkyBG6urr4+vUrVVVVODg4MHfuXHJyclBUVMTQ0JCgoCBaW1vp7u7m0KFDNDU1ce/ePV68eEF1dTVjxoyhq6sLPz8/Tp8+TVlZGZqamty7dw9/f39KSkr4+vUrq1evxsbGhpkzZ+Lv78+qVauIiYkRdU/e3t6ixF5NTY2UlBTR5frPP/+wc+dOKioqkJOTQ0tLizdv3qCmpkZXVxfx8fFMmzaNoqIiQkJCePLkCcnJyZibm3Po0CEOHDjAzZs3uXPnDmVlZYIFNXjwYMaNG4e1tTU2Njbs3r2bpqYm5syZQ29vLw4ODtTV1Ym6rD6A7t69e2lra6O6ulrgWOzt7cnMzMTZ2ZkjR47w7NkzFBQUqKqqwtPTk8bGRry8vHj27BlTp04lLy+P6Oho0tLSSE9PR19fH1lZWUGgDwoKor29nXfv3uHv7097ezvy8vL/12ii77a7bNkyoUopKCggKSlJSkoKEyZMQFVVFTU1NbEpzpo1i+fPn+Pn54eMjAz5+fkMGjSIEydOiHHjly9fCAwMFClTOTk5iouLycjIQEZGhvT0dDQ0NMSIJycnh379+lFTUyPG//CvV87f35/ExESUlJTw8vISVoiQkBD69euHmpoaLi4uZGRk4Obmho6OjvCB+fr60tXVxdSpU1FSUuLx48cYGRnx7t07njx5Qk1NDfb29tjb2/P+/XvKysoYOXIkKSkp2Nraoq2tLQ7KfQddbW1tLCwskJWVZcCAAezYsQNLS0tcXFxEWXtgYKBIIZqbmyMnJ4ehoSHNzc2sWbOGzZs309PTw4EDB5CRkeHLly8YGhpiYGDAoUOHqKqqorCwkH379tHd3c3WrVsF2sDb25u2tjYWLFjAiBEjqKqqYt++fTx9+pRVq1bx8eNH1qxZw8CBA5GWlub48eOMHj2aBQsW8OTJExYvXszIkSOxsbGhublZVEuVlZXx/fff4+/vz+vXr2lsbMTc3Jy4uDhWrFiBh4cHV69eJScnh2HDhlFfX09ZWZlIWra1tWFjY4O0tDQeHh6MGzeOHTt20NzcTFZWFomJiXR1dXHnzh0SEhJwdHSkvb2dKVOmMHbsWIyMjFi1ahWHDx9GQUGBq1evMmfOHA4dOsSLFy/Q1dVl5cqVbNiwgefPn1NWVkZ5eTlhYWF0dHRw6dIluru7OXr0KAMGDGDNmjViDGxlZYWamhrZ2dk8evSIw4cPc+nSJe7fvy+SoGVlZTg5OVFbW0t3dzdtbW3k5eXh4uLC48eP2bhxI1paWiQnJzNhwgSCgoLYsGEDdnZ2ODs7C+9zWVkZa9asITU1ldbWVsFay8nJ4fTp03h5eWFiYsLZs2cxNDRk7969pKSkkJGRgZKSkoCDh4WFce3aNfz9/Xn58iX79u1DUVGR2tpaamtrMTMzE99ZHx8fdHR08PPz4+3bt+jp6ZGZmSngwba2tmKEXlpairm5Od3d3Rw8eBBLS0u0tbV5/PgxeXl5okYxLS0NIyMjEhMT6devH6mpqXh4eLB79262bt3KxYsXmT17Nubm5nz//fcoKCgwbtw47Ozs0NfXx9bWliFDhvD06VOR1tywYQOGhoZifw8JCWH+/PlMnTqVDx8+8OjRI7Kzs/n8+TNGRkZ4eXnx8eNHwVW8d+8eY8eO5fbt28TFxXHixAnmzp3LyZMneffuHZWVldy5c4fXr1+LKrFBgwaJjmY5OTlxuemrtfrvoPY/rkOHDm3y9vamo6ODpqYmTpw4gYaGBgoKCtTX13P58mXWrFlDbm4ubW1thIeH09XVhbS0NBUVFejp6bFgwQKWL1+OpaUlhoaGvHjxgiFDhhAQEEB0dDQSEhJ8+PABY2NjVFRU6NevH93d3cTGxlJWVibGiKtWrcLNzY1nz57h4uKClJQUgwcPFlVBJ06cAOD777/nxIkTTJ06laamJr5+/UpmZia2traicLe9vZ3u7m4yMjKorKykvr6etWvXEhUVJTbJjRs3UlxcjJ6eHqqqqqJnFP4tHJ4yZQo2NjYMGTKEzs5OUQIfEBBAamoq9fX1op9uypQpuLq6YmdnR3Z2tmg7GDBgAFeuXGHjxo3IyMigqKhIRUUFRUVF+Pn5sX//flxdXQkKCmL9+vUoKiqirKxMdHS0kKH7OuKePn3K3LlzMTIyIulSmHMAACAASURBVCIighMnTvDgwQN0dXUZOHAgOjo6yMnJUV5ejqurK1FRUXz//ffIyMjg6+uLl5cX48aNE4pHRUUF1tbW6Ojo4OnpyeTJk4V65eTkRFpaGp8/fyY7O5vFixfT3d2NlpYW+vr6KCoqCrjm4cOHsba2xtjYWOBGsrOzGTdunGi6ePz4Mf369cPW1hZlZWXc3d05fvw4Hz58EOON2bNni0qjpqYm0YoRFxeHgYEBEhISKCsr09PTQ2pqKmvXrhUj0b6gSklJCS0tLaJRoaCggIsXL+Lg4CA8gPr6+nzzzTe8efMGc3NzUbVlbm7O2rVruXjxIpqamixbtoySkhLhdTpw4ABjx45FWloaVVVVWltb8ff3x8/PjzFjxjBixAhevXqFqakp9vb2xMfHs2XLFmxsbHjx4gVVVVUcOHCA3bt3s3z5cqqrq/n555/ZvHkzEyZMwNLSUoxbJSUlOXXqFBoaGrx69YqYmBhOnjwpVOazZ8/i6OjIoEGDuHz5Mp6enrx69YojR46Ika6cnJwYv967d48lS5ZQUFBAWFgYbm5u/P333yxdupTFixezadMmgoKCxCG3z/f5888/M2TIEKZMmYKpqSklJSUCAt3nyfr06RMWFhZUVFTQv39/+vfvj7+/P1FRUaxYsYKqqio6OzvJzc3F1dWVUaNGUVFRwZQpU5g/fz4mJiYkJCSgoaHBnTt32LZtGyoqKhw5coSsrCwuXbqEioqK6CHV0dHh3r175ObmsnPnTh4+fIi9vb04sF24cIHly5dz+PBhfH19kZeXx8XFhZaWFvE8Z2Zmoq2tjZaWFu3t7ejr65Odnc3ChQsF3yw6OprQ0FDi4uLo6enh0aNHJCQkoKCggJqaGtLS0uTk5GBubo6pqalArqSlpaGhoYGysjKOjo4UFBQQGBjI+PHjqaqqYuDAgZSWlpKUlMTNmzcFw23BggUkJiby008/0dLSQk1NDTNmzGDp0qWCh9jXHDJ27FgGDx6MmZmZ6Hitq6vD2NhY8Llu375NREQE69evF9/pvud269atDBw4kJEjRyIpKcn8+fNZt24dt2/fZtiwYURGRvLp0yccHR0xMjKiuroaDQ0NsrOzkZCQoKOjAxcXF06cOIGmpibt7e2Ym5uLKrS1a9eSnJxMfHw8RkZGGBsbM3r0aPLy8mhtbcXb25uhQ4ciLy9PbGwsISEhvHnzhlWrVnHnzh1WrlyJjIwMWVlZODk58enTJ/G9SU5OJiQkhBcvXvD+/Xvq6uo4cOAAwcHBrFixgqKiIioqKrhw4YI4QJ8+fZqZM2fy119/0dTUhJSUFNra2rx8+RJJSUlOnjzJnTt3CAkJ4cSJE5iamtLb24uioiIyMjIkJSVx6NAhtLS08PT0ZNu2bfj5+WFpaUlMTAyZmZmMGTOGsLAw9u7dS3BwsOjOnDp1Kl5eXkybNo1Hjx7R29uLk5OT6M709/ens7MTRUVF/vzzTzEyzc3NRVJSkrS0NNatW8etW7cYPXo048ePJzExkTlz5rBt2zYuXrxIW1sbLS0tArFUVlZGSUkJubm5aGpqYmdnJ5prZs2ahYGBAY8ePRK4JSsrK6ZPny6UvYcPHzJ8+HCysrKorq5GVVWVr1+/CrB1dHQ0S5Ys4cCBA8ydO1cgVz58+MCbN2+Ij4/H2dkZNTU1tmzZwoULF7CxscHLy4tXr16hpqZGamrqf6PP/3WdOXNmU19yJyUlhX79+pGcnMzhw4eJiooSiZqRI0fi5OTE1q1bmThxIjk5OQwaNIgBAwZgaWnJgAEDGDZsGF+/fiUpKYny8nKio6P56aefyM3N5ciRI1y5cgV1dXWh3tTV1eHq6sqhQ4cYOXIkX79+JSoqiurqakpLS0lPTxcVFWPGjKGlpQVJSUn09PQYN24chYWFrFy5EmlpaYYMGcL3339PTk6OIF9HR0ejpKSEmpoaysrK/Pzzz0ybNo3CwkJGjx7N/Pnz0dfXFyPQBw8e4Obmhra2NkuWLOH+/fu8ffsWc3Nz/vnnH9LT05kxYwZ//vkn//zzD+7u7ty4cYPp06eTkZHBkiVLMDQ0xMjIiJiYGGRlZdm3bx+zZ8/mw4cPtLe3C2Bgv3796OzsZOjQoTQ0NHD69GmWLFmCjo4OLi4uPH/+nIEDB/L27Vs8PT2RlJQURuzm5mYRmvDx8aGmpkYYmv/44w9GjBghDh59StenT5+4cOECmZmZJCcnk5KSwq+//kptbS3Ozs5cuHBBHJ4MDQ05deoUysrK6Onp4eXlJYrJ+z6jtra2SHmVlpaSm5vL6NGjuXz5MufOncPT0xNNTU127tyJqakpqqqqGBgY8P79e3x9fcnNzcXX1xd3d3eampqQlpZmyZIlnD9/XhRM/58K2MCBA5k7dy4ODg7Iy8vj6OgogKlaWlqUlJQwYsQIVFVV+fPPP4mIiKCiogJ1dXXu3LnDjh07OHv2LBISEqKDtg807OPjQ3d3NxUVFXh6enLt2jUR1nj58iU+Pj5cvXqVKVOmEBkZSVhYGD09PezcuRMVFRU+f/6MkpIS9fX1eHp6cujQIWRkZITS9fnzZ6SkpFBTU0NLS0u0JxQWFhIbG4u6ujrJycnk5eWRlpYmAJi7du3i6dOn/PDDD4wePVq8+IuKinBwcGDPnj0oKiri5eXF/PnzOXz4MJMmTeLbb78lJSVFJGunTJlCRUUFLi4uJCYmkpuby8uXLykpKaGzsxMtLS3CwsL48ccfMTQ0xNnZGRUVFXGg/Pz5Mx8/fmT37t1oaWkxbNgwamtrmTFjBu3t7WRlZeHh4YGGhgampqaoq6uLhF1ycjIrV67k3bt3dHV1UV1dTX19PdHR0Zw/f57z58+zYsUK8vPzCQkJISQkhPj4eMaNG0dYWBhhYWGMHDmSmzdvYmVlJSDCWlpaDB8+nLS0NMzNzdmzZw8DBw4kKyuLNWvWUFNTw4YNG2hpaQH+NbA/f/6c+/fvY2RkhJycHEpKSri4uIhS98TERMzNzZk8eTKmpqb4+PiQkpKChIQEKioqFBYWcvLkSSoqKrCyskJdXZ3ffvsNJycnnjx5QktLCwEBAaiqqnLixAkB833y5AkJCQmkpqZSV1fHH3/8gZubG+fPnxd1bn1NB2PHjqW1tRV7e3tiYmIYP368aBro+xcTE4O8vDxPnz7l5cuXmJiYMHr0aPLz80lJSUFDQ4Mff/yRgIAAuru7+fHHH3n27Bn19fVin1i3bh3u7u6cPn2aqKgorKys6O7uJiIiQqjRN2/epKioiIkTJ/Lx40d6enpISEigoqKCL1++cO/ePXbs2MHdu3eJjIzE3d1dwGOXLFlCbW0ts2fP5tdff8XR0VGMcO3s7FBWVhYqm6mpKcXFxSgqKuLs7Iy9vT3Dhw9nwoQJ4jNfuXKFefPm8ccff+Dt7Y2FhQUTJ07E2dmZs2fP4u/vj7y8PD4+Pty7dw8TExMWLFhASEgIBQUF4qBrb29PT08PMTExPHnyhGHDhqGjoyO8lHV1dQQHB/PkyROsra3ZtWsX6urq3Lhxg4ULF6KpqSlYcn31hzY2NqiqqhISEoKcnBwRERHMnDkTT09PmpubKSsrY/jw4fTv35/i4mIkJCSwt7fn3bt3eHp6YmNjw6pVq0hKSiI+Pp7Jkydz//59mpubkZCQ4Nq1a3z8+JHc3FwePnxISkqKuPg/evSI4OBgoQqrqqqyefNmVq5cKcbrq1evJioqCmlpaXR1dbl9+7bw+1ZUVJCWlkZ3dzcuLi5ERUWRlZXFsWPHCAgIoKOjg7Vr15Kfny/24fLycqE0Xr16VQgkKSkp/PDDD9y/f5+2tjYkJSX55ptvcHd3Jysri5iYGGJjY1m4cCEDBgzg2rVr/ylq/+vatWvXpl9//RVpaWmKi4v59ddfaWhoYMeOHcybN4+kpCTxkvg/Rw8//fQTCxYswNvbm66uLszMzGhrayM6OpqioiJWrlxJVFQUGRkZohcyIiKCxYsXY2trS1FREXv37iUjI4O8vDwqKytFHVVQUBA5OTmcPXuW3NxckpOT8fDw4MKFC2zatInQ0FAMDAz4559/OHr0KFJSUnh7ezN79myRnIuOjsbJyYnQ0FAiIiJITEzEwMAAFxcX6uvruXv3LhEREfz000+cOXOGtrY2Nm7cKF6C4eHhAmra2toqNgw7OzvKyspQUlIiPz8fdXV1Ro0axahRozA2NqalpYWgoCBqa2uZOnUqkZGRODk5MWjQIHHQ3Lx5M+7u7jg5OdHW1oanp6dIZ0ZGRmJqakpsbCw//vgjnp6eXL16lWfPnnHt2jVevnwpbvUqKiqoqqpy8uRJcYsJCQlBQUGBs2fP0t7ejpycHB0dHTx9+hRLS0txiB08eDA3b94UD6OcnByWlpaMHDmSvLw8cTuytbUVsnYfkHXr1q3IyclRWlqKtrY23333Hampqfj5+Qkg5IwZM6iqqhK1IiNGjOD27dvk5+ezZs0aKioqMDExobGxkeTkZBwdHfnrr79YuHAhsrKyxMfHi2CEg4OD8KR4enoiKytLUVERBw8eRFJSkubmZqZPn46MjAxVVVVClfr69StNTU0oKyvz+vVrsrKyWLx4Mbdu3WLx4sV4enqyYcMGdu7cycuXL6mtrcXHx4fdu3fz888/o6CgwIkTJxg1ahTOzs5UVVWRnp5OdnY2vb29uLq6Ii8vz5gxY/jll194/vw5gYGB1NfX09TURFdXF11dXXz33Xfo6OgI9XfGjBl8//33mJmZsXLlSiZPnsz06dNxdnZm4MCBqKur09zczOXLlxkxYgRmZmbk5eUxdOhQOjs7cXd3Z926dXz//fcUFhYKsGlf+rixsRF5eXmKioqoq6tj8uTJTJo0iW3btrFhwwYmT54s0l91dXXMnDmTUaNGMWbMGHJycsjPzycrK4tly5bx7Nkz1q1bh4yMDAsWLCAtLQ0dHR3OnDnD9OnThS3AycmJxsZGBgwYQFdXFxMmTGDOnDksW7aMuXPnEhQUhLKyMp8+fRIvZjk5ORQUFBg+fDgzZsxAVVWVyMhIioqKkJCQIDs7m5ycHAoKCkhOTmb+/Pncv3+f69evs379ekpLS6mvr8fNzQ1paWm+fv2KnJwcBw8eJDY2ltDQUP755x/y8/O5dOkSioqK1NTUYGJiIpSn2NhYPn78SHZ2Ni0tLQJOKiUlRUBAAO3t7Zw/f56CggJ++eUXTE1NefLkiQhOTZw4ESMjI9rb29HQ0EBWVpbe3l4iIiI4fvw43333He3t7Xz77beMGTMGT09PsrKyCAgIwMrKiurqavT09Pj8+TNWVlacOnUKQCQzlZWVGTVqFNLS0iQnJ1NdXc0PP/zA5cuX0dXVxdfXl6qqKhISEtDT08PBwYGHDx/i6enJ4MGD0dHRYdKkSfTv35+jR4+irKxMSUmJCO28efOGpqYmBg8eTEdHB3fv3sXDw4OSkhKKior4+eefqampEb+T1tZWDhw4gK+vr7iUL1u2jPb2dnJycsQotC+ooqSkxMKFC4mMjKSuro7IyEjk5eXZtm0bsbGx3LlzRzTCLF68mP3794sDv7S0NPv376e3txcTExOioqI4efIkpaWltLa24u7ujoyMDEOHDkVBQYG6ujr+/vtvbG1txTOoq6vLo0eP+PLlCykpKVhaWnLnzh1++OEHfH19efbsmRiR6+npUVNTg5mZGQMHDuTLly+4u7vT1dXF7NmzkZWVpbS0lN9//53q6mr8/f2xtbUVrQ8NDQ3Y2tqyfPlynJycSEpKorm5Wbwb/vnnHyIiIvj06RPv3r1DU1NTYGf6wm8AEhISTJgwgZKSEv744w+qq6u5f/8+27dvR0lJiSlTplBWVoaqqipFRUXCW9nnVQ4JCeHMmTMcPHgQVVVVXr58iYeHB2fPnhV71rJlyzh48CCnTp1i1apVaGhoEBMTg52dHf3790deXh5/f38OHDjAtGnT8PDwoLa2lrt371JZWcn79+9Zt24dxcXF2Nvbk5CQgKSkJMOHD6e9vV1cPP744w9KSkqYOHEiUlJSdHV1CeBvXFwc33333X8Htf9l7dq1a1NxcTGxsbFISUmRnp5OaGgot2/fJi8vDz8/PxITE4W6Y2try6tXr1BUVGTnzp1ERERw4cIFjh49KuLjQUFBrF27lubmZiorK/n55585duwYVVVVhIWFiXaCgwcP0tPTg729PYsWLUJbW5uGhgaROrKwsODIkSMEBwdz8+ZNjI2NUVVVJTAwkN7eXnEDqqur48WLFyIFlJ+fT1NTEz09PdTU1PD69Wvk5ORYt24dx44dw8HBgeHDh4sbzcGDB5GWliYyMpIhQ4ZQV1eHlZUVDQ0NTJs2jV9++QU7Ozvs7OxEtYe7uzu9vb3Mnz+fgwcPMnjwYHp6enBwcCAlJYWzZ88iKyvLrl27aGpq4q+//hJjFltbW2pra4UvSE5OjsOHD9PR0UFZWZkw2ffVIPUla+7evcvy5csZMmQIMjIyfPz4ka9fv7JkyRLi4+NZtWoVzs7OHD9+nODgYFJTUwkLC8Pa2poHDx4I8/f79+8pLy+nsbERNTU10SN67tw5tm/fzsqVKzl8+DC//vorDg4OREVFERERwfXr1zE2NhafTVJSkosXLwrF7o8//hCKUVxcHKNGjQIgPj6ezMxMCgoKUFZWpra2lsDAQOHt8fb2RkdHh0+fPlFYWIi0tDSlpaWoqKgQGRnJ5s2bSUtLY9GiReLF2scq6sMIREZG8scff9DW1iZeMn2MIUVFRQICAmhra8Pc3Jx+/fphYmLC0aNHaW9vFyRvPT09wsPDWbduHYWFhcjKyuLh4UFYWBhKSkrcvn2b4OBgioqKxPgvPz+f27dv4+bmxqBBg9DU1KSoqEhUCb18+ZKnT5/i5+dHe3s7vr6+vHnzBhMTEzF+0dbWprW1lXHjxqGurs6ZM2dEtczLly/R1dVl8ODB/P7772RmZlJTU8Phw4epq6tDQUGB7u5uPDw8xAixtrZWUNrb29upqKhg0KBBQsn89ttvsbGx4eHDh6xatYqUlBTCw8Opra0FQEVFBUVFRerr67G0tKS7u5v169dz6dIlQkNDKSkpYdWqVbS0tFBYWEhBQQH+/v4MGDCAPXv2cPDgQSwsLIRSCv8yDG/cuEFISIhQiQMDA1FUVMTAwAB9fX0qKyvZt28ft27d4u3bt7S2ttLe3o6uri4jR47kn3/+YdmyZXz48IFbt25hZ2eHtrY2dXV1XL9+ncDAQOzs7Hj27Blz5swhPDycbdu24eLiQkREBGpqakycOJGXL1+iqKgorBNfvnwRFgtfX18MDAwIDg7mwYMHwnMWEBCArKws27ZtE9+XtWvXipFjbm4utbW1vHr1ip6eHkpKSjAwMKCqqorNmzeTmprKgwcPyM7O5qeffiIpKYkdO3aQn5/P/Pnzyc7OZs2aNeIwmJycjJ+fHx8/fkRDQ4Py8nJhP3Fzc8PU1JS///6blStXkpCQwN69e5k3bx6ZmZksWLCA7u5uysrKkJGRESb7x48fY2Njg5SUFHp6enR0dJCRkYGHhwfx8fGsXbsWKysr9u7dy+bNm3n16hUWFhYsW7aMJUuWMHnyZDQ1NdmwYQMxMTGMHj0aNzc3Nm7cyMaNG5GQkKC6uhoHBwcGDRqElpYWdnZ2zJw5k927d4vmjj6f2NixY4mOjuby5csYGRlx4sQJiouLef/+PSEhIcTGxqKlpcWHDx8ICwtj6NChPH78GD09Pb7//nvxDlNQUODvv/+mo6OD5uZmIiIiuHLlCoMGDeLq1atYWFjQ09NDWloa2traTJ48mdraWm7cuMHUqVNxdHTkyZMngkNpa2srDpASEhK4ubnx5MkTXF1dsbe3p7m5mejoaEJCQnj48CF3794lKSmJx48fc/fuXZSVlQkNDaWurg5/f39R22RiYoKmpqa4VH/69IktW7aIMaWCggKurq58/vyZxYsX4+zsjI6ODpMnT2b79u309vYSGBhIZWUl7969A2DYsP+HvfcKqjJbw24HOWeRKEmCZFAEBERFQAERc87aKubQttqtra22udVWEXMWwxYzghlDg4BkBJQgUYKAIEmC8F/sYladq3/fnDp1qnreSmEVa61vzTnf5xljAAYGBvTu3Rtra2ucnJzE652SkiIORx0dHairq+Po6MiXL194+fIlqqqq4sDe2dnJrFmzKC4uprm5mbKyMhQVFVm3bh0DBw5k4cKF7N69m927d2NjY0N1dTV+fn4MGDCAixcvMnDgQAICAhg1ahRJSUnCI3zp0iUKCwvp3bv3/8PKMHnyZJSUlP69UftfV1hY2FYPDw+MjIxoa2tj9OjR/PjxQ+iO4uPjmTlzJioqKuTl5XHjxg3Wrl1LWVkZAQEB3Llzh+7ubhQUFFi6dClRUVHIycnR2dmJoaEh2traKCoq4uLigpmZGdnZ2axfv57Ro0djZ2dHbW0txcXFYmf++fNnrKysUFRUJDY2FlNTUyorK8UI48CBA1y/fh13d3devnxJWVkZGhoaPQ0STp06xfTp07l16xZ6enqkpqbi7u6Ora0tXV1dJCcnk5GRIW4/wsLCMDIyYv369fz888/s3LmTwsJCvn37JvAWt27dIjIykhcvXrBgwQI2btyIpKQkTk5OpKSkiIZnR0cH69atY9++fQwdOpS3b99y9uxZEhMT8fb2FsoqNTU1lJSUyMvLIy0tjevXr/PLL7+QmprKhg0biIiIYO3atfTu3Zv58+dz+PBhwsPDOX/+vBC8GxgYcPjwYYYOHUpDQwOZmZloaWlx7do1/vzzT5Ep6OjowMTEhOHDh3Po0CEqKyvp7u6mo6ODBQsWUF5ejpmZGX369EFGRoaEhAQ6OjpEYURBQYGhQ4eyYcMGFixYwIkTJ1i5ciXv3r3j+/fvIrc3depU8vLy8PX1paWlhdDQUOLi4vjw4QNaWlqUlJTw+++/09nZybp16zh8+DDLly/H29sbW1tbtm3bhqenJ2ZmZpw5c4ZffvmFa9euMX78eBoaGkhPTxelgFu3bolcVUREBNevX2f48OE8efKEgwcPsnHjRpycnNDS0uLLly8kJCRgZWXFlClTeP78ObW1tdja2qKurs7ly5c5fPgwzs7OVFZWMnToUGpraxk5ciRaWlqoqakxYsQIevXqRU5ODg0NDYwZM4Z9+/YJHVlKSooA2NbV1eHg4EBtbS03b95k7dq1gil4/vx5PD09uXHjBrNmzSI3NxdHR0fBwcvLy+Pdu3dkZ2cLlMm3b9/w8vKioaGBoKAg/P39qaqqIjY2lmfPnpGYmIijoyMxMTF4e3sTHR1NQ0ODuCUCePHiBaWlpWLMPX36dFHlf/HiBc7OzsILePDgQVJTU5GQkCA7Oxs7OztGjhzJnTt3aGpqEhLrHlVaVFQUTU1NjBo1ikWLFuHn58f69eupqalBTk6OHz9+cOPGDfLz82lpaUFdXZ1Ro0Zx584d9PT0aGhoYN++fTQ2NnLlyhX+/PNPDh8+zMqVK4WSLSUlBQ0NDQoLC2lrayMuLg5ZWVm6u7spLi7G2dmZ4uJifHx8uH79OoGBgeTk5PDw4UNev35NdHQ0KioqpKWlkZOTQ2NjIzExMbS3tzNu3DhsbW2pq6tDS0tLbJjb29t5/vw5q1evJjIykvz8fMGlamtrY8KECTg6OrJkyRKKioowMTFBS0uLDx8+iJZ6R0cH6enpGBsbU1VVRVtbGxYWFgIDc+/ePcaOHUt6ejqHDx/mzJkz4hAyePBgamtrMTY2ZvPmzSxfvhw3NzcRdo+MjOTPP/9ETk5OvDeSkpKQk5MTCBVZWVmSkpKYNWsWvXr1YuzYsRgYGGBhYUFsbCxtbW2kpqbi6uoqNGeKiorY2tqyZs0akR1VV1fHw8ODuro6wdvS1tZm0KBB9OnTh8DAQN68eYOEhASPHz8mJCSE7u5uGhoaUFVVpaamhuPHj7NmzRo2b97Mt2/fBIjX0dGRyMhIuru7uXLlCsuWLaO5uZkPHz6wefNmWlpa0NXVFRv62NhYARq/d++eKD3169dPFMB6NmhDhgwhMDBQeGdzcnJEPKensens7IyGhgZpaWnk5uYSFRUlnpseHh4cOHCA7Oxs5syZw/r160lKShKFHgsLC7Zt28bPP/+Mra0tI0aMwM/PT7TGe54j5ubmxMXFibby5cuXGT16NGvWrKGsrAxvb29cXFwYNmwYnZ2dAo9z7tw5Ghsb6d27Nw8ePEBHR0fcRE2fPl1Mr8rLy7l48SK//fYb58+fJysri3v37lFTU8O0adNQU1MjPT2dzs5OwZjrgUbn5uby6tUrpKSkOHbsmLh5PHnypHBTHzlyhOTkZNHkzc/Px97eHl9fX06dOoWioiK5ubm8fv1auDx7pgJeXl6Csdbz+vS05l++fPlvRu1/XYcOHdq6e/duLl26xLFjx5CVlaWyspLTp0+Tnp7OlClTqKmp4caNG1haWuLg4MDcuXMZOHAgWVlZjB49GgAtLS3i4+MxMDAgNjaWoKAgcVK+efMm/fv3R1pamvz8fJYvX86TJ08oLy9HS0sLf39/fvz4wbp16xg1ahTbt29n5cqVDBo0iN69e6OlpUVNTY2Qhnt7e9OnTx9hB9DR0WHOnDmiKNBDjv/rr7949uwZW7duxcLCAhMTE6SlpZkzZw4uLi6sW7eOzZs3Y2ZmRnFxMVZWVvTt2xdJSUn69+9PS0sLM2bMQFZWlv379+Pj4yNyXd+/f0daWppNmzaRkpKCn58fCgoK7Nq1C1lZWZSVlQkNDUVLS4tly5YRHR2No6Mj7e3t2NjYoKKigqKiIlevXmX06NGUlJQwfPhwNDU18fHx4dWrV9y5cwdbW1tKS0vJzMwkKSlJON3+/vtvvn79ysOHDwkICGDWrFkMHjxYjAnk5OTEBz0jI4OioiLq6+sZMGAA4eHhZGdno6qqVAFd1QAAIABJREFUira2NgEBATx58oSsrCxCQkJQUlJi9OjRJCUlYWJiwtGjR3FwcEBTU5O5c+cCiBvGlStXYmZmRnR0tBjLpaSk4O7uzs8//ywk6x4eHmRkZKCioiJo7LKyssjJyWFhYYGjo6P4oqmtreXdu3f4+/uzfPly3N3dMTMzo6urSwSgz549S15eHgEBAfTt21fwz0pLSwkJCaGkpIS4uDgeP37MsGHDUFBQYPv27QwePBgNDQ2Ki4t5//49nz9/xtraWmRneij4ZWVl9O/fn4iICPT09JCVlcXPz49Pnz7R0tKCiooKBgYGREVF8dNPP2FiYkKfPn3w9fWlrq6O9+/fM3LkSHr16oWFhQWysrJcuXIFaWlp1NXVOX36NKamply+fJmnT5/y5csXysrKKCoqws/PTxyUJCQkqKys5Nq1a0yePJmoqCgWLVqEl5cXcnJylJWVCVp+QkICdnZ2AifSv39/bGxs6OzsRF1dnaqqKpycnAgPD2fRokWsXr2avn37UlxcjJ2dHbGxsVhZWTFy5EhcXFzw9fWlqKiI06dPY2xsTGBgIHfu3OHNmzccOnSI8ePHY2lpKSDKxsbG5OTk0Nrairu7O7q6uqSnpzN06FAx/tLQ0ODFixf07duXa9eusXv3bgIDA3FycsLPz49Lly4JEGhCQgJVVVU0NjZSU1PD9+/fGTZsGCUlJcjLy7Nq1Sr69+9PbGysGC37+Pjwxx9/MGHCBP7++2/u3r1LcHAwlZWVmJqakpuby5QpUxg2bBhnzpwhODiY2tpaGhoauH79OnPnzmXz5s1YW1sjKysrfLLW1tZIS0uTkZHBzJkziYiIEL7D+Ph4ISIPDAwkPz+f9evXk5iYyNq1awXsV0dHBzk5OcaNG0dSUhIqKipUV1ejo6MjijZRUVFkZWXh5eXFqVOnMDQ0FBiOnlVcXIypqSl9+vTh/v37jB8/ns7OTgoLC9HX10deXh4bGxvs7e0FqPvJkydCpK6lpYW7uzs3b97EycmJ169fU1RUhKurKyoqKhw4cABpaWmcnJxoampi+PDhfP/+nStXrjBw4ECUlZUxMzPj2LFjxMXFceHCBT5//oyqqio2NjYsW7aMxYsXc+fOHWpqarCyshIHRxMTE6ZPn460tDS9e/cW2d6ZM2cK2fvPP/+MpqYmM2bMYPHixUhISPD69WsaGhoICQnB3d2diooK/vjjDwICAvj48SN//fWXYCza2NhQX1/PsGHDkJCQwNraWhwSevAw8vLySEpKcu/ePZKTk0WJrOe5OXLkSLKzs/n27Rv9+/fn2LFjuLq6EhoaSmJiIpaWlhQUFODv78+sWbNE4/aPP/5g27ZtItd669YtHj58iJaWlngGt7e3ExISwrFjx/j+/Tvx8fGkpKSQlZXF3LlzWbp0KWPGjOHYsWPY2NhQWlpKWFgY0tLSgq/YUwR78eIFxsbGzJs3j5SUFHR1dQkLC6NXr154enqyZcsW7t27x65du9i0aROamppcvnyZM2fOoKysTHR0tJgQhIaGMmHCBFxdXdmxYwd+fn64u7uL+MLnz59FO/rr169YW1tTXV2NjY0NL1++5I8//sDNzU0U88rKypg+fToeHh7k5uZy5MgRDA0NCQkJAaC8vPzfjdr/urZv37517dq1eHp6UlFRQVFREbdv3yY2Npby8nKOHDnC33//zZo1a6ioqODu3bsi/O/o6EhdXR1tbW20tLRgbW3Np0+fWL9+vTAD1NTUcO/ePdasWYOqqirFxcUkJiYiIyNDWFgYMjIyqKiosHPnTiFG9vb2Jjw8XBgCer7Ynz17RllZGbGxsUI0XlhYyOjRo4mJiUFXVxcnJyeUlZVZvXq12JD1nArl5ORoamri2rVronGXmJiIjY0Ne/bsYfz48fTp04ekpCSKioqEkHnu3Lns37+fly9fsnXrVt68ecPChQu5f/8+GhoaBAUFoaioiLa2NvLy8ixYsABFRUUOHDjA2LFjyc3NRUlJCWVlZb5//87evXvx8vIiLS2NLVu2EB0dTWtrK/X19ejq6vL48WNKS0uxtramu7tbBO41NTVFSL24uJjBgwejp6eHj48P8+bNE1fsL168IC0tDSkpKWxtbWlvb8fPz4+amhpycnIE9PL69etCbzJjxgw8PT3R0NCgvb0dCQkJjh49KvAh169fZ/z48cyfP5+ysjLS09NJTk5m69at5OXloaysTHt7O/r6+vTt25fjx4/j6emJsbExGzduZPv27Whra9Pa2kpGRgYDBw4U7LE+ffpQVlbGwIEDaWpq4urVq4SHh3Pjxg0uXLhAZ2cnR48exc/Pj9OnT1NRUSHaaEZGRmhqatLV1UVAQACmpqacOnWKvLw8JkyYwPTp03F2dqazs5OZM2eKqrutrS2A0EvV1taK33Xs2DH09fUpLi5mwIABPHnyBDk5ORISEkhLSyMqKgpnZ2cxgp45cyZ3796lqqqK9PR0NDQ06OjooLu7m87OTvLy8jh//jz29vZ8/vyZ79+/M3bsWJ4+fcr8+fOxtLREQ0OD3bt3M2HCBHR1dRk4cCBXrlzB2tpakM8rKysZN24cR44coaioiA8fPuDp6UlMTAzLli2joKCAgIAATExMcHFxwcbGhsuXL/PgwQNMTU2ZOXMmiYmJogHc3t7OqVOnsLKy4suXL7i5ufH8+XMkJSUpLy+nb9++HDhwABcXF2praxk2bJhgTz18+BA1NTW2bdsm8BWtra1MnDiRqKgoMfY+efIk48aNY8+ePVy+fBktLS1GjRqFmZkZqampLF68mISEBKSkpDAyMkJbWxtnZ2cxtlNQUMDIyIju7m5mzJiBi4sLoaGhzJ49m8ePHxMVFcX9+/cZN24cUVFRImfUv39/we36448/mDp1Kk+ePCEnJwd1dXW8vLzE5qOtrQ1JSUkqKiro6Ojg48ePTJkyhatXr4ps6ufPnxk1ahTr168nNzdX3PJcvXpVBMRzcnKQlJTk0qVLZGRkoKWlxaBBg7CxsUFNTQ0LCwsKCgpob2+nsbGR5uZmNmzYQGNjI2VlZeTm5mJjY0OvXr149eoV7u7upKen09zczJMnT6ipqSEvLw95eXmePHlCXFwc5ubmWFlZoa+vL16PnhH7rFmzqK2txcDAAEtLSwwMDKirq6O1tZWamhq0tbUJCgpCTk5OlJ1ev36Nmpoa+fn5ZGdn09raSr9+/Th58iQBAQFkZGQQFhZGXFwc2trabNu2DUdHR4GPcXR0JDQ0lEuXLvH27VuWLl2Kg4MDycnJDB06lKFDh3Lv3j0MDQ2RkZHh5MmT9O/fXzQvDQwMBIx60aJFpKSkcOfOHUJDQ3n9+jXTpk2joKAAJSUltmzZQmRkpIA299AKXr9+jbW1NUlJSairq6Oqqkpubi6DBg3i/fv39OrVi1u3blFQUMDXr19pbGxk1apVJCcnM336dOrr63n58qXg8VVUVFBQUICvry9PnjxBX1+fIUOG0NDQgIWFBadPn+bVq1ecOHGCpUuX8vXrV3bt2sWjR4948eKFgPV6eXlx+vRp7ty5A/wXjH7jxg22bt3KjRs3+PbtG+Xl5YwYMULo2AYMGMCkSZNoaWlh6tSpyMvLk52djZKSkhhZL1u2jIiICNECVlJSwt7enh07dhASEkJ5eTkyMjKsXLmSgoICRo4cyYkTJ6iqqqJfv360tbURFBREcHAwaWlpfPnyhfLycnx9fSkpKWHVqlWoqqpy6tQpvLy8KC0tZciQIRQVFSElJSXauzIyMuzatYvHjx+joKDAiBEjROatoKAALy8vNmzYgKamJmfOnOHkyZP/jj7/13Xy5Mmt7u7uQoUzadIkbGxs+M9//sOXL1/4/v07ANra2iQnJ7NmzRpBYR8/fjympqYkJyfj7+/P48ePhYqquroaTU1N1NXVxcO2x4PW09Lz9fVl7dq16OjooKioyPDhw4mKiuLGjRts376dP//8Ew8PD9TU1MjKyqKhoYGffvpJnIBXrFiBs7MzBgYG2NvbExERgb+/PykpKRgYGJCVlcWAAQP49ddfuXPnjtj5//7771hYWPD06VP8/PyYPHkyDx48EI2yf/75B2VlZdTV1bG1tSUzM1OMT7W1tSksLBRKLFdXV3FymTp1Ku3t7RQXF9PR0cGFCxcICgrC1NSUGzduMHv2bLExSE9PJzAwkODgYM6cOUNXVxfNzc3U1dWRnJyMiYmJYMhJSkri7OzM1atXycnJoby8nDt37iAnJ8eSJUuQlZVl27ZtpKWloaWlha+vLyYmJgQEBAiTw7x58+jo6GD58uXs2bOHzMxMMbbW19fHz89PNGz19PRQUFDAzc2NIUOGEBUVhZaWFp8+fcLc3Jz58+dz+fJlampqOHXqFIcOHWLmzJk4ODhgY2ODg4MD0tLSeHh40NbWxqdPn5g0aZIYlTo6OuLk5CQwF0OGDGHIkCH06tWL+/fv4+joKDavgYGBvH37lnPnzqGqqkp4eDh6enoMGzaM27dvc/78edHc7Bmt6+rqMm7cOEHnLiwsxMrKCikpKfr27Ss8g6NHj0ZRUZEPHz6IbFtWVpZo1A4ZMkS0+VJTU1m5ciXS0tL8+uuvWFtbs2LFCvT09Hj16pVgRZmYmFBcXMyUKVNwc3Nj7NixDBo0SBDNN2zYgLu7uyjRPHr0CGNjY/T19fn111+JjIzE1NSUpUuXsmrVKhQUFFBSUsLMzIzS0lKMjY158OABL168ENDW79+/U1xcTE5ODikpKSQkJODj48OCBQswNjYW41l1dXXevn2Lrq4uRkZGrFu3jh07dpCRkYGysjLS0tLidVJWVmbPnj0cOHCAjx8/EhISgqqqKllZWaKlmpqaipqaGnZ2djx48ABra2sqKytZuXIlubm51NXVMXPmTABu3ryJvLy8CEj3FI62b99OWFgYTk5OxMXF8fLlS168eEG/fv04dOgQ8fHx4ksqNDSUtWvXMnToUNLT08Wmr6CggNGjR5OSkoK2tjYJCQniVsrS0pJhw4bx48cPhgwZwtKlS5GQkKCgoID6+npcXFzw9PTk3LlzzJo1i5KSEsGzKy0tZenSpZSWlvLjxw+hO+sxY3z9+pXXr1/j6+uLg4MDFhYWwj0sJSXFsGHDuHTpEi0tLdjZ2Qmki6ysLGPHjqV3794CIdS7d29GjhwpjBAXLlxASkqKL1++UF9fz7Rp0wRH8NixY8yfPx8DAwNsbGywtrZGSkqKmJgY+vXrR3h4OEuXLiUnJ4eVK1fy9OlTampqyMjIoLCwkKKiIjIyMgTSqF+/fmL0f//+fQYNGkRubi6lpaXo6upy7tw5tm/fTmxsLI8ePWL//v0EBQVRXV3Nzp07UVBQICUlRcQOrl69Sm5uLuvWraO0tJR//vmHtLQ07t27x6RJk7CzsyMzM5OmpiY8PDzEZERbW5s5c+aIz1Z4eDi6urr4+/uLw1lmZiZz585l06ZNXLhwgcbGRkaMGIGioiLl5eWkpqYyfPhwTE1NefHiBYmJifj4+HDu3DmRP25oaGDw4MEMHTqUsrIy1NTUePjwIbNmzUJKSoqvX7+yePFinJycOHr0KPv370dHR4eUlBR69eqFr68vW7ZsQUpKijNnztCnTx+kpKRYvHixmFhMmjRJKBh7Nv9Dhw4lKCiIP//8EwkJCY4dO4alpSWenp6iBNUD1O1pit+8eZO6ujrWrFlDeno68vLyREREYGdnx8GDB7G2tiY/P5+jR4/i4+ODrKwsgwYNYu/evaIEZGtri7GxMaWlpbi6ulJfX09NTQ1GRkY8evSIJUuWcOLECZydnXF2dsbExIS4uDhxuzd58mQSEhIIDAzk3r17IhZUVFSEsrIyxcXFNDY28vHjR8rKyhg5ciQeHh6kpKSwceNGamtrCQ4O5tmzZyxYsICIiAg+fvxIdnY2oaGh/27U/pd1/vz5rX/++Sc7d+4U9d3c3FzS09PFz+Tm5jJp0iSmTJnCihUrKCgooKamRkikDQwM8PPzQ01NjcTERLZt20ZdXR2enp6YmJjQ3d0tCgiWlpbAf5st48ePB2DXrl0AtLW1ERAQgLKyshB6T548mZiYGEpLSyksLGTp0qU8fPgQbW1t/P39+e2334iMjMTKygpDQ0MaGxvZunUr/fr1Q0pKSnxBaWho8OzZM7Kyshg8eDCfPn1i+/btAKxfv57o6Gg0NTWpqqpi/vz5aGhosG7dOjw9PTE1NRUPvM+fP7N8+XKh8JGXlyc8PJza2lq0tbXJzs5m1apVvHz5kiFDhmBubs6gQYPw9vams7OTsrIyamtrBR9NUlKS0tJSiouLqaurQ0FBAXt7e5KSkkhJSWHJkiUMGDCAxMRE5s6dy/Pnz5GRkRGn8B4lj46OjmBL5eXl0draSlpaGhMnTuTZs2dcvXqVefPm4ebmxq1bt5CQkBDh0aFDhxIfH8+sWbNEO8zAwED4QJOTk+nq6mLatGloa2ujrKxMSUkJ2trarF27FjU1Nfz9/VFVVaWwsJC+ffuSm5uLtrY2V65cwcPDgw8fPgi+nYODA7///jsTJ05ERUWF2tpaZs6cSWZmJi4uLvj7+9Pz2Vy2bBlDhgwhNjaW6OhoUbrowUP8888/YlzcozvLz88XIylbW1tMTEzw9PTk999/F+2n5cuX8/z5c/r3709JSQlKSkpISEhgZ2dHeno6/fv3FxkeFxcX3NzcqKqq4vnz55SVlXHx4kWGDh3Khw8fqKmpQV5envr6evbt24exsTENDQ0EBwfz6dMnkef58uULVVVVTJgwgXXr1hEdHc2SJUvIysoSmh97e3uhYxsxYgSrV6/mx48feHt74+XlRWJiIm5ubjQ1NREVFUVaWppoquno6ODs7IypqSmurq50dnbS1NREeXk5O3fu5NChQ3h4eHD48GEMDQ359u2beE3s7Ow4cuQIX79+JSYmhtTUVPbu3UtoaCi//PILUVFRnD17lsGDB3Pw4EEcHR1JTk5m+/btnDx5EklJSYYPH05CQoJo6srLy/Pjxw9iYmIEP0tZWVlgbGJjYzEyMkJOTo7i4mKampoIDQ3l5cuX9O3blxUrVjB27Fjc3NwwMzOjqakJZ2dnsrKyiImJYfr06eLmo7S0FENDQ0pKSqioqBCjslu3bpGZmUlgYCDLly+nsLBQcKzi4uJ49OgRU6dOxdDQkM+fP9OrVy8CAwM5ceIEc+bMESzFnlyahoYG9+/fx9PTEyUlJXr37s3ChQuZNGkSJSUlREdHIyMjw5gxY1BVVcXV1ZVz586JkHzPIbC0tJT8/Hzu37+PlZUVHh4ePH36lLq6Ot69e8ekSZNQV1ensrKSTZs28ddffwl3sp2dHVpaWlhYWDBw4EAAjhw5wsGDBwHEs7CyshJDQ0Oam5uxt7fHwsKCpKQkWltb6dOnDzY2Nhw7doyLFy/i4ODAvHnzWL9+vRi57du3DysrK548eUJgYKA46AYHB4uM2Zw5c4iOjqa7u1vI7vX09Fi1ahUJCQm0t7ejoqLC4sWL+fr1KxcuXGDJkiX8/fffmJqacv/+fcLCwpgwYQKmpqbCz9zc3MyIESP48OEDcnJyBAcHiwyskZGRuL0NDAzk2bNnREZGcuHCBc6ePStGfPn5+ejp6fHlyxfevHnDmDFjUFJS4t27d9y5c4fbt2+LuElPXqunhFZTU8PTp0+RkZFh2LBh6OnpiWlQD/T41q1bxMfHc/v2bQYPHkxqair6+vpYWlri4uLCzJkzSUpK4vv372Ik7uLiwoMHD1BWVsbDw4Pu7m5BUDAyMmL27NlIS0tz+PBhMcbu2VhlZ2cLK8zz589FXKiwsFBEhuLi4nBwcEBPT4/o6GgkJSXp168fHz58EP9fz+34yZMn+e2338TNvJ+fn+Dnubu7c/HiRbZt28a5c+cIDAzk7NmzWFpa4urqSnV1NUZGRjQ0NODi4oKtrS06Ojp8+fIFZ2dntLS0aGlpYdmyZVhZWVFUVMSdO3eYPHmy8H02Njb+e6P2v67Nmzdv9fb2xsPDgwcPHnD58mWio6MJCwtDQUGB33//XWQZXF1d2bx5M/fu3RMg2SNHjvD06VM8PDx4/PgxW7Zs4fPnz8TGxnL+/HkePnwoXGa//fYbs2bNQlNTU+hJek7RGhoaBAYGUlRUxIULF8R1/eTJk5k3bx6NjY2sWLGCjo4OqqurUVBQQE5Ojurqavbv38+VK1eIjY1l+PDh+Pj4MHToUOrr6zEyMqKoqIju7m5kZWVRVVWlq6tLEO69vLwEG6ayspKpU6dSU1NDRUWF4Ac1NzezevVqJk6cyIcPH/j69SvPnj0TH/yelmbPJrcHYdDc3MyUKVO4cOECLS0tyMrK0tnZibKyMtnZ2RQWFvLjxw9mz57NtGnT+Pz5M66urpiYmHD//n3+/vtvYVmoqKhASkqKkpISlJWVKSws5NdffyUqKooBAwawf/9+Tp8+jYSEBBMmTOD169d0dHRw5swZrKyseP/+PePHj+fSpUvMmDGDQYMGMX36dPz8/JCQkGDu3LkoKSlx48YN5syZg5aWFv/88w//+c9/WL16NU5OTqSmpvLLL79w/fp1+vbtC0BLSwuWlpbMnDlTjCVcXV3Zv38/ABERERQXF1NVVYWlpSUKCgqcPn2a5cuX8+rVK3JychgyZAgrVqzAzc2Nb9++ERUVxb59+zh27Bhr167l5MmTSEhIsGbNGk6cOIGcnBwaGhpcuHCBqVOn4urqipqaGidPnmTGjBkMHjyY6dOnk5qairOzM35+fqSnp7NgwQJu3brFhg0bOHr0KB0dHfTt25fbt29TXV3NypUryc7Opq2tTeSKCgsLGTlyJJqamiIgLiMjg6+vLzU1NfTt25dly5aRlJREV1cXU6dORUlJieDgYMrKyrh+/Tq5ublMmDABExMT8vPzOX78OAUFBcKLm5OTQ1FRERoaGrS1tVFTU4OamprAlixcuJBLly5x6tQppkyZwsWLF9HQ0BBffo6OjlRXVzNlyhQ0NTXp1auXgHoOGTKE7u5uHj9+zMaNG8nMzOTu3bts2rRJ/FvPiMfDw4OCggIGDBiAubm5cB7CfyHTERER6Ojo4OTkxNWrV5kxYwYtLS0iS5qYmMiKFSs4f/48tbW15ObmIiMjw/fv39HQ0MDBwYGvX79iZGQkcmpNTU10dHTwn//8hxUrVohgfmRkJH5+fgC8e/eOMWPGEBISgpOTE5mZmbi5uYkvVhsbG/HFbmlpiaysLAEBARQWFjJ37lz8/f359u0bYWFhZGRk0NjYiL29PWVlZRgbG1NYWIi0tLTQNwGMGzeOFy9eoK2tTXV1NfX19Rw4cIDAwEAGDBiAvLw8GRkZZGdn4+zszLdv39i+fTs3b96kX79+REZGoqKiIpRlpaWldHV1sXnzZnEI/Pjxo2DYNTU14eDggJubG8XFxbi5udHe3k5aWhrS0tLcuXNHsM5kZGTIyclhwoQJLFmyBHNzc7S0tFBVVRU+2IKCArq6uhg8eDD5+flIS0sjLS2Nt7c3AwYMEKL17u5uioqKWLhwIc7OzkRERLBmzRoBMj558iTt7e0YGhry6tUrVq1aJRrCP//8szC0lJWV4eXlRU1NDcuXL2fjxo2Ym5vz7ds3Xr58ia+vL3JycsyePZv58+eLcktlZSUTJ06kpKSE1NRUJkyYQGVlJVlZWUhKSnLr1i3Wrl3LjRs3yMnJoba2lu7ubkaNGsXz58+prq5GUlKSPn36oKury7Jly5CQkGDfvn3CsOPs7CysGNXV1Rw7doyNGzeSnJzMvHnz0NfXJyMjg7dv3zJnzhykpKR4/Pgxc+fO5cqVKwL8/fLlS8aPH4+qqqqIPfQQCGpqalBWVubu3btcvnyZu3fv8uXLF2RkZNDQ0EBCQoLPnz/z+PFjysvLKS8vx9TUlLy8PBQVFSkrK+PDhw98/vwZExMT4YqVl5cXGdz8/HzKysp49uwZ8fHxDBkyhNLSUuTl5Tl06BBZWVnU1dVx4MAB2tvb+fTpE66uruzbtw9FRUWamprYvn07S5YswcvLC29vb0JCQvD19UVNTY3Y2FhevnxJaWkpu3fv5vPnz7x+/Zrff/+ds2fPMmzYMB49eoSampqwiaSmpuLn5ye8tubm5gIj1ePrHTRoEGpqajg6OnLx4kUWLVpER0cHWVlZ/xOeQ6K7u/v/lc3P/59Wnz59usPDw8WbtaysjE2bNlFbWwsglCrnz58nJSUFZWVlDhw4gLe3N1+/fkVVVRVra2uUlZWJjIxEWloaKysr3r17x/r16wG4ceMG165dIzIyknfv3iEtLU1LSwvFxcWMGTOGiIgIFi1ahI2NDdnZ2SQnJ+Pi4kJ2drZgxDx9+hQ9PT2ePXtGY2MjCxcu5Pr160ycOJHs7Gy0tLTEGMLc3JwNGzYwbdo0cYoBxLh1586dACxatIhx48YRGhpKWFiYuK63srLi2bNnBAUF8eXLF+FTA4iPj0dSUhIPDw/hcVRRURGtJR0dHdatW8eePXuYMWMGAG/fviUoKAh1dXUAHj9+TEVFBQsXLhRNm9OnT2Nvb8/+/fv5+vUrbW1tzJo1C4AHDx5QUVEhCOGA+H1xcXHU1tZy5coVJk+eTF5eHtbW1tjb24sbi9raWrKyspg2bZqQ3gN0dnbi5ubG1q1bGTJkCD///DNPnjwhMjISCQkJFi9ejKysLCdOnBANxNbWVt69e0dERAQAysrK3Lx5EzU1NVRUVHB3d+f48eO4u7sLcKuOjg7z588XmpkZM2YIlATAtGnTWLVqFdevX2fnzp0sWLCA4cOH8+zZM9zd3ZGXl0dXVxd1dXW0tbWpra0lNjaWMWPGoKWlBUBVVZVoVF27do1r164JNYq1tbVQcPXq1QsnJyeio6NpbGzk1KlT/PbbbwCMGjWKvXv38ssvv/Ds2TMsLCxobW3FysqKjx8/EhMTQ0senxToAAAgAElEQVRLC2lpafz666+8fftWNLR63qdxcXF8+vQJd3d3pKWlcXd35/v37yQmJpKRkYGSkhLNzc3IysqK7M+oUaOYMmUK27ZtA/5rxfj1119JTk6mpaUFKSkpNmzYwNu3b/H39ycxMVGwpg4cOICFhQXu7u4oKysTHx8P/HcD3dPSe/r0KY8ePWLdunX4+flRXFzMw4cPMTQ0FAWJsLAwxo4di4ODAxs3bhR/j6amJiZMmEBJSQnm5uYoKCjQ0NCAmpoaR44cwdHRkYiICNavX0+fPn0ICwsjMjJSuBWHDRtGZmYmvr6+ZGRkCDfm4cOHsbW1RU5Ojvfv36OhoYGuri7V1dXs27ePhIQE8Yzau3cv3t7e3Lp1i7S0NMaOHYuEhARGRkY4OzsTExODpqYmTk5OwoLQ0tIibjYBzpw5w8SJE/n27RtBQUHMnTuX0NBQ7t+/j62tLWPGjGHUqFFC7VVbW8vdu3cxMTHhzJkzAPj4+NDc3MzixYu5dOkSAKGhoXz9+pVNmzZhbGxMRUUFiYmJaGtrIycnJ8oMPTdQAHZ2dqSmptLV1SVamD3vHQUFBVpbW3nw4AErVqwQuI8xY8Ywbdo04L+5SmVlZVauXImampr4vR8/fsTS0pJTp07Rq1cvTExM2LhxIzExMaJ12DOKfvPmDfr6+jx48IANGzbw/v17kpKSBIJo5MiRfP36FUtLS6G7e/XqFV++fBHPU2lpaXJzcxk/fjyZmZmUlZXR1tYm2Js9ZYSeTcX79+8ZNmwYhoaG4rvBwMBAKNZiY2OxtrYmKytLRE5MTEzIzc2lsbGR7du3CzG7mpoae/bsARA3Tjt37kRbWxuAuXPn0r9/f+rr68Xo1MXFhdbWVrq7uzl9+jQuLi6cPXsWgICAAKE5Wr58uRCsW1tbC3dpSkoKtbW1SEhIMHnyZMLDw6msrBSu2SVLllBTU4OEhAStra1oa2vz9OlTXr9+jbS0NKGhobi4uNDU1ERZWRnnz59HR0cHfX199PX1xXdUDxh8wIABvHv3jsWLF7Nnzx4MDAyoqqpizpw5FBcX4+DgwLVr1/j06RMBAQF4eHgA8OrVK+Li4qirq2P+/PkUFBQwc+ZMjh8/Tt++fcnLy2P06NEUFxdjYGBAQ0MDT58+pba2lqCgIADWrVuHvr4+Cxcu5MGDBygpKWFraytu9XuUd58+faK5uVkUSDw9PUUGT11dnUOHDvH8+XPxOf3x4wdWVlb4+Pjg7OxMamqqBP+XJfl/+4F/17/r3/Xv+nf9u/5d/65/1/8369/RJ/D3339vHTZsGPLy8ty4cYNDhw7R1NQkrplNTU1F/XfhwoV8/PiRDRs24ObmBvz3lHnnzh06OjrQ19dnypQpdHV1sWfPHgHQPXXqFBUVFfTr10+0lHpUNNevX2fAgAGUlZWRlJTEzJkzqaurY9SoUbx9+5bi4mKys7OZMGECMTExmJiYsHjxYrq6usjMzKShoUHk43x8fPjw4QPz58/n0KFD7N69m61bt4qTYHBwMGvWrBEMnNbWVjQ0NISY283NjUGDBtHZ2Ymenh4aGhoC4hcQEMD3798JCwvj7NmzZGRkoKamhoeHB8eOHePFixc4OTmhr69PdHQ0U6dORVFRUYi3nZ2dOXr0KElJSWhraxMSEkJVVRX5+fnY2dmRl5fHokWLRFtny5YtBAYGoqury8KFC4mIiCA0NJTAwEDs7e25efMm58+fZ8+ePfTv35+goCDOnDnDvn37ePv2LW/fvsXHx4e6ujqRs+rfvz/p6eksXLiQly9fkp+fz/bt2+nVqxdFRUWEh4djbGxMZWUlQUFBDBkyhPLycubNm8ePHz/w8vIS6AYTExP27NlDcHAwe/bsYceOHSKP0gNPLikpYd68eaiqqhIXF4e9vT0xMTEMHDiQ9PR05s2bh5qaGvLy8mhpaWFsbIydnR05OTksXryYadOmoaioyPz588nMzMTAwIDTp08LmXVkZKQYr5iYmODq6sqZM2fEe7K8vJy2tja2bt2Kmpoa3d3dfPz4kStXrgjyuYODA+np6ZSWllJdXc2ECROENsXT05PTp0/T0dFBU1MTx48fR0dHB1tbW8zNzWloaEBZWZmvX79y5swZXr58SUpKCgcOHCAuLo7U1FQOHjzIyJEj+fHjByUlJUyaNAlNTU2srKzYvHkzvr6+dHV10dXVRWlpKdLS0uzatYv+/fuzbds2Jk2ahIODA4cPH2bYsGE0NDTQ1dVFQUEBtbW1YkRmbW1NWVmZyKiVlZWRlZWFpqYmjx49IigoCCsrK+Li4rh8+bL4e6moqIgsX3BwMLt37yYsLIxx48axadMmfv75Z3bs2CGE2Dk5OeJGJSEhAScnJ3R1dbGzsxNcLx0dHczMzJCXlycxMREvLy8yMjKIj4/n8+fPSEhIsHDhQpKTk3n79i2LFy8mKSmJXr16ER4ezubNm2ltbaW5uZn6+nrCw8OxsbHh27dvKCoqcuTIETF2ys7O5uHDhxw6dIglS5YIwnpBQQGZmZno6OjQ1tZGd3c3X758wcDAgJiYGHx9fdHR0UFSUlLk48aMGUNgYCAhISH079+fmTNnoqqqSkNDgyjZaGtrU1RURFZWluD9OTo6kpGRQXh4OI6Ojrx69YodO3bw6dMn+vTpw+jRowVr0sLCQvhqnZ2d2bFjhyiASElJ8fLlS0aMGMGZM2fIz8/nxo0bogVramoq8Brjxo1DQ0MDKSkpjh49Sl1dneDvdXV1iab3jBkzKC0t5aeffiI0NJQHDx6Qnp6Ora0tDg4OIq9rbW3NypUruXnzJp6engJLERkZKYwr7u7udHd3M2LECMzMzDAxMWHw4ME8fPgQdXV1li5dSlhYGAsXLmTw4ME8evRIwJctLS2RkZHh3r17HD58WMQpRo0ahZaWFps2bRKsyUOHDgm+4vnz55k2bRoBAQF8+/aNgwcPoqamxrRp0wT3bfTo0RgaGopcMvxXGbZ69WpSU1MZMGAAcXFxqKurY2lpSX19PS9evGDNmjXk5+eLm6qNGzeyZMkS5s2bJ7iSiYmJhISEiBZ4e3s7cXFxlJWVISkpiY+PDzY2NtjY2NDY2IiBgQGmpqYYGBhQUFCAnZ0dmpqaqKqqEhQUxF9//UVOTg59+vShurqasrIyJk2aRGpqKvX19SgoKKCgoEBOTg7KysqsWrWKRYsWsWnTJjGq/vXXXwWX0d/fn4kTJ3L//n18fHzw9/dnwoQJQpOnqqoqnv2PHz/m9u3bbN26FUlJSfbt20dLSwsuLi7k5eWRmJhIYWEhGRkZIgfo7e3Ns2fP2LJlC2ZmZpw7d46zZ8/i6ekp/m3NmjUsX75cGGHGjh0rMpwSEhL4+PgI3V/PlOH9+/c9qKF/M2r/yzp48ODWnTt3Eh8fj5eXF8nJyWRmZgLQ2tqKr6+vEJd3dnby119/8fvvvyMvLy9E6SoqKqJun5+fL37m8uXL5OXl0dzcTEhICBISEiJcnpuby9WrV8nLy0NXV5e0tDQ8PDwoLCzEwMAAGRkZtLW1efPmjSAxOzo6Cop7YmIiqqqqpKSkkJycTF5eHseOHRPX0rdv3xbQwYSEBKqrq2lra0NHR4fOzk4GDhxIREQE9vb2hIaGUlFRQV5eHhMnTiQiIoLFixdz7do14dKrra2lsLAQc3Nzli1bRlRUFL179yY1NZXVq1dz8OBBXF1dGT16NPLy8jx9+hRjY2Pi4+OFyDs1NRUAJycnFixYgLa2NhEREQKA2bdvXy5dusS+ffswNDTEyspKQEP37dvHP//8w969e7l69Sq7du3i2rVr5OXlMWbMGG7evImRkREnT56kX79+TJs2jXPnzgnH5uPHj0WDcu/evSxZsgRtbW0qKirYsGGDEHxbWlry4cMH7OzsKC8vJyEhgePHj5OUlIStrS1hYWG8ffuW4OBgfHx8aGlpwcbGRlzXt7W1oaGhgbq6Ourq6nz69ImPHz/Sp08f3rx5g4yMDKWlpVhZWeHg4AD8l8m2bt06hg8fTnFxsWidTZ48mZCQEExNTQkPD+fFixf85z//oXfv3rS2tjJp0iTS0tKor68nNTUVCwsLGhsb8fLyIjg4mMbGRvz8/GhpaWHSpElIS0vT0dGBhIQEFhYWIp9TV1cnYMVHjhzBwsICPT09Wltb+fHjB5qamnR2duLq6kp+fj6fPn3CyMiIhIQEdHR0CAoKorGxEWNjY3x8fCgsLERJSYnZs2czYMAA8X/279+fTZs2sXDhQmRkZJgzZw5WVlY0Njby4sULVq5ciaurK4cPH+bvv/9mz549tLe3U1BQgJSUFJWVlSgqKqKgoMDly5e5efMmCgoKjB07FoDbt29z4cIFYmJimDt3Lp8+fcLb25vc3FxCQ0MxMzPj+PHjTJgwgQ8fPtDU1ISamhpRUVHMnz+fyspKnjx5wo8fP8R74Nu3b+Tn59PW1kZaWhqJiYkid9nzN9DX16e5uZmMjAxWrlxJUlISRkZGSEtL8/TpU2bPno2ioiItLS2Ym5sLe8ezZ89QUlLC398ffX19VFRUxGhXUlISQ0NDpKWlmTFjBgcOHODp06ccOnSIpUuXMnv2bLS1tUlJSRHqIxUVFVH4efnypWDtdXV1kZ6ejru7O/n5+TQ0NNDR0YG/vz+2trZkZGQwY8YMZs6ciZeXF/DfsY2amhojR46kb9++2NvbU1VVhZycHIcOHcLd3Z3q6mq6u7v5/v07lZWVpKamik3NyJEj2blzJwUFBUhKSjJgwADh4JSWlkZGRoYLFy4wYsQIGhoaWLlyJQ0NDcyaNYuHDx/i6urK58+fuXz5MnZ2dlRVVWFubo6enp7IT969exdZWVni4+ORkJCgd+/eKCkpCftFSUkJoaGhrFixgsjISOE17dWrF/369SM3N5ecnBy+ffvGqlWrGDRoENXV1dy7d4/4+Hjmz59PRUUF+vr6XLlyhcTEROzt7TExMQFg3rx5DB06FB0dHXJycsjMzKSiooIxY8YI4flPP/1EYWEhb9++xdDQkLy8PCFy19bWZseOHURGRuLj40NHRwenTp0iICBAjORNTEwEIiM4OJhz585hbm6OgYEBra2tSElJMXz4cE6dOsU///zD2rVr0dPTo7y8HE1NTezt7fnw4QO6urrEx8cTGRlJWloaISEhZGVlsXTpUnx8fBg5ciT5+fnMmTOHhw8fYmZmRlVVlShkGBsbc+LECWxsbMjMzGTatGmcOnWKSZMmYW5ujq6urhjdJiQkUFlZycCBAyktLcXb21sYXKKjo5kzZw5ycnI4Ojoyfvx49u3bJ7LTNjY2XLx4UdD8L1y4QHR0NAcOHODs2bOiBDR8+HBOnjzJ+vXruXDhAu3t7cJkc+PGDVGYqa+vR1tbm+bmZjw8PFBRUeHLly+8e/eOQYMG0dHRQXZ2Nubm5owfP54PHz6goKCAiYkJY8eO5cCBA/j5+VFdXU1hYaHg1MXGxuLi4sJPP/3ErFmzUFdXZ86cOSgpKeHo6IihoSF//fUXfn5+XLlyhcrKSrF5MzIyYt68ebS2tv6rkPpf1+HDh7cqKyujrKxMeXk5xsbGjBkzhry8PAD27duHrq6u2LGbmZlx7do1TE1NmThxIhMnTsTAwICmpiYcHR2prKxk+vTpXLp0CUVFRQHu7MkK9dzEdHR0IC0tLW5w3r9/T0hICF+/fmXQoEHs27dPACjNzc2ZPHkyf/zxB2ZmZuTm5pKYmChyZLdv30ZBQYHGxkb27NnD+/fvkZKSIikpCX19fTw9PbGxsaGiogJ/f3/k5OTEB+ndu3e0tLQwYsQIHB0defz4sWjDffz4EXt7e2praxk1ahTGxsa8e/eOtrY2xo0bx927d/H29kZWVhYLCwvRwqquriY1NVXIbQ0MDLhy5YpoXTY0NODt7U13d7fQT3l4eDBp0iR69+5Nbm4u3759IyYmhlmzZlFVVYWuri6TJ08mLS1N5LTc3NxwcnKio6MDPT09rKysSE1NpbGxUbjj0tLSCA4OZsaMGURGRtKnTx9qa2upq6vjn3/+YdGiRfj6+vL06VO2bNkidC6jRo0iPDwcb29v0TZraWmhvr6e4uJigoKCMDAwYOLEiZw5c4YpU6Zw8uRJnJ2daW5u5q+//qKzsxN5eXnu3r1LZWUl/fr1Y968eTg5OfH582euXbvGq1evkJGRoaSkRLDHpKSkBPcnKiqKIUOG0NXVhZeXF21tbdTW1jJ69GhBwra0tERNTY03b97w+vVrhg4dyuXLl/H39+fo0aPMmDGD0aNHY2BggLW1NQUFBQQHB7N37172799PQEAAAQEB7Nq1i/Xr15Oens7IkSNRVVXFysoKFxcXrKyssLS0RE9Pj/j4eEaNGoW0tDRZWVlISUmxY8cOEhMT0dHR4cGDBzg5OWFlZcWMGTMEfqFXr14oKChw+PBhRowYQWpqKlevXuXLly8MGjSIT58+UVJSwvz589m5cyehoaE8f/6c8eP/D3t//pdz+v//49cWpUX7nvZ9o7TRopWoLMmSZWwZMoyxM4MxDMY6zNh3xhYiJMkSQ4iSFtFCq/Zo34vPD3Pp+F7eP31ff8Dz8Qec1aPzPB/Hcdxvt+s1HCMjI5GLcnZ2pl+/fsycORNlZWVyc3OpqKhg/Pjx4uTHxcVFsKP09fVRUFBg/vz5ODs78+zZM8aNG0dRURFXr14VOZmFCxciIyPDxIkTxUN05syZaGpqcu7cOaKjozl48CChoaFcv34dNzc3/Pz8kJGREdqc27dvIyUlhbOzM2pqasyePRsJCQnS0tIoKCigsLCQmTNnYmlpKbKeb968ISUlhUGDBjFlyhScnJwYP348b968EYYDfX19nJ2dkZCQEKcXra2tPH36FEtLSzQ1NQkPDxeyez09PTQ0NJCRkUFeXl58Ts3Nzfny5QulpaX4+/sL3Ex2djYLFixAT08PSUlJdu/eTUNDA/fu3RPFIFlZWeTl5VFVVaWmpobMzExxOqGoqIiDgwPh4eHk5+czb948Hj58KGwvfVdwcDBmZmacP3+eDx8+EBAQIIoXo0aN4vTp0xQXF+Pu7s6oUaNES7KzsxNnZ2fgvxZ+Z2cntra2ODk58fz5c6qqqvjxxx8pLy+npqZGqItcXFywtLRkxowZ6OrqoqOjg76+PocOHRKbi2HDhgm+mrW1Nc3Nzfj4+FBRUYGhoSH37t2jX79+TJ8+nY6ODrFZWbZsGQAjRoygp6eHKVOm0NjYSGhoKJmZmVy6dAkXFxe6urqQlpamoaGB/Px8kd9qbW0lODgYeXl5kRVcvHgxlZWVKCgoYGJiwu3bt7l69SoSEhIsXLiQrKwsTp48yZAhQ6ioqKCnpwdnZ2cCAwMpLy8X/k13d3f279+PnJwcvb29XLhwgaKiIkaOHMnUqVMpLy/n5MmTNDU18fr1a7Zu3YqTkxMNDQ30799fvE5QUBBPnjwRgf6vX78SEBCApaUl0tLSuLq6cuzYMV6/fs23b984evQoxsbGdHZ2kpuby9u3b3F1deWff/7hu+++o6Kignfv3mFpacnVq1cZNmwYGhoalJaW8vXrV4H0sLOzY+DAgSxbtox169bR0tJCS0sLWlpanDlzhgEDBmBpaUlCQgJ+fn58/foVIyMjtLS0hCpKW1ubO3fuYGZmJk5cFyxYwObNm5GTk+Py5csCvNzH1nNxccHc3JzPnz+Le5uZmcnEiRPR1dXl6NGj+Pr6UldXx7hx4+jq6mLWrFliI5OSkoKWlhb19fXk5eXR3NyMlZWV4BG+efOGZ8+esW/fPo4dO/a/hdr/9Tpw4MBvixcvxs/PDy8vL0pKSoRhQF5enjNnzggY6oIFC3j37h1mZmY0NTVRV1eHvr4+2tra3Lx5k4yMDLS1tfn111/R0NDgu+++Y/Dgwf+PVDovLw9paWnU1NQoLCxk3bp1/PrrryxdulTQpH/++WeKiopYunSpQE70EZQ1NDSQlpYWO9v79+9z//59AU0EKCsrY+jQoWhra9OvXz88PDzQ1tbG3t4ee3t7AgICaGlpwc/Pj/v376Ourk53dzcrVqxg/fr11NTUoK6uLnhSFRUVjB49mgEDBrB9+3bWrl1LRUUFc+bMobq6mvv372NoaMjBgwcxNzfHwsICb29vrKysOHjwoBCTJyUl8ebNGyGvff78OQ0NDRgbG3Pjxg1u3LiBqqoqhoaGfPnyhfDwcE6cOMG8efOYPn06fn5+2NnZ4ejoKPhLISEh4oPbJ23uo5Y3NTXh6OiIvLw8165do7y8nGnTptHd3Y2ioiJ2dnYsWLBALAjOnDlDWFgYRkZGPHr0iFWrVol7m52dzYMHD7hy5QopKSlCOLx7926CgoKQlpZGQkJCsPCWLFnCgAEDCAoKIiEhgUmTJqGnp0djYyPXrl2jra1NfIFPmTIFPT090tLSePnyJePHj+fXX39l5MiR/P3334SEhAj1S0NDA66urpw6dYqKigpmz57N8ePHsbe3x9vbG1tbW5KSkvDz86Oqqork5GRiY2OJjIzE2tqa/v37o6GhQVJSEps2bSIsLIzKykpSUlJ4/fo1I0aMEA2vPt6aqakpx44do3///mRnZ4vxbFVVFdXV1QwYMICwsDACAwM5dOgQu3btwtXVlfT0dDo7O3n9+jVubm44OjoiJyeHs7MzV69eZdCgQUJgrKurK05ITU1NGTZsGPfu3RNN2Y6ODgICApCUlMTV1VWAoltaWnj16hVRUVGYmZlhZmaGhoYGKioqPH36lLy8PJ4+fUpwcDATJkzA1dWVly9fYmxsjIqKCunp6aipqaGurk6/fv1Yv349zc3NfP36VTgs7e3tWblyJXFxcWzcuJG4uDhiY2NRUVFBS0sLR0dHvL29kZSUZPPmzUhJSTF16lTU1NTIyclBS0uL1NRUzMzMeP/+PUFBQfzyyy90dXUJYr61tTU5OTns3btXgEQfP35MQ0MDvr6+mJqa8vHjR+Lj48nKykJSUpLw8HAsLCwEAmPLli389ddfrFmzhuHDh1NWVkZFRQXNzc2cOnWK27dv09rair+/Py4uLkRERNDZ2YmNjQ0pKSnExsbS0tLC58+fmTlzJtLS0ujp6XH37l3y8/M5ceIE8vLyAsWRnp4uWFFVVVWilNL33p04cSJaWlpcvHiRr1+/kpubi56eHh0dHTQ2NvLdd99x6tQpysvLUVBQ4PLly/z444+sXr2alpYWgoODKS8vJzc3V2yi+/iUd+/excjIiFevXtHZ2cnSpUvp378/qampnDhxgpKSEqytrXny5AlZWVlER0eLU5H8/Hx0dXW5dOkSw4YN4/vvv8fHxwdlZWUOHTpET0+POIG7ceMGOjo6WFtb09HRITYEpqamZGZmEh8fj5eXFxYWFpibm3Po0CF2797NmjVrCA0NFa3Mb9++4enpyaFDh9i7dy+3bt2iqKiIlJQUhgwZQlxcHPn5+ezYsYOkpCSmTp0qXLjh4eHo6uqKuI2npyetra3k5ubS3t4OwLt370hOTsbY2Jj6+np27tzJ5MmTRZC+vb2dqKgoTp48ycWLF/Hy8hILBhcXF6FGs7Gxoauri7Nnz2JqakppaaloTv75559s2bIFDQ0NUlNTsbCw4Pvvv2f79u04OzsLvZ+JiQmxsbHCR6yqqirYcH0j3p07dzJ+/Hji4+N59eoVz5494+PHj2zYsIGGhgbKy8uxtrZm6dKlnDlzho6ODj5+/EhQUBC1tbXMnj0bPz8/Ll68iJ6eHu7u7iQkJFBeXi7A6levXmX+/Pli825gYMDatWvR1dXln3/+wdzcnEWLFjF8+HBsbW0xMzMjJiZGTAza2tpwdnamvb2dw4cPo6yszL///oudnR1+fn7Iy8vz9etXQkNDmTZtGiUlJdjZ2VFQUEBNTQ2hoaFkZGTg6uqKr68v8F8B5fXr15SVlZGcnPw/jtr/9VqzZs1v+/btY+PGjTg7O5OVlUVPTw8xMTG8fv2ahQsXoqysTHl5ORYWFnz+/JnNmzejqakpmCzFxcUUFxcze/Zs5s6di4aGBomJidy8eZOYmBi6uroEJmL48OFC1j5//nwWLVpEaGgoo0aNIjMzEysrK+7cucPmzZvZuXMnBgYG9O/fn+XLlwuY6LVr1wDo6OggLi4OLy8vfv/9dzo6OlBWVmbChAm8ffuWy5cvs3z5crZt28bTp08JDQ1lzpw5eHt709nZyeHDh3F3d6eiooKvX7+Kyr6ioiJFRUWoq6sTFxcndDJ1dXUsWrSIq1evUldXJyC7f//9Nzt37mTIkCF8+vQJS0tLLl26xMOHDwWkUU9Pj+bmZvr378+MGTOYNGkSq1atIikpCQUFBTIyMvjxxx+Jj48XIuWoqCgGDx7MgQMHWL9+PTt37iQlJYXnz58Lb9vz58959OgRv/76K0OGDKGqqgo7OzuKi4vx8PBAR0eHz58/09XVxdixY/H392flypUoKysL5Yy2tjZZWVli0eLl5YW1tbVoVkpLS+Pt7Y2xsTGhoaHU1dXx7NkzPn/+TGBgII8ePcLT0xNlZWXq6upExuLcuXOMGDGC1NRUvv/+e1paWmhoaKCoqIioqCgUFRUxMzMjKyuLPXv2sHfvXlxdXfny5YtYKKirqzNw4EC0tbUZOXIkO3bswMjICDc3N1atWsXly5dRUVFh9erVSEtLk5OTw8SJE8XCZc6cOcjKyqKkpMS5c+dwcXEhLS0NFRUVPn36hJWVFS9evBCiYnl5eWxsbNDQ0KBfv358+PCB7OxscVpQXl5OcXEx06ZNo7q6WsjnR44cibGxMc3NzaSnp7N9+3ZhEFi0aBHnzp2jvb0dCwsL0tLSyM3NZfz48bx//x5PT0+io6MJCgrC1tYWZ2dnHjx4wIsXL5g+fToXLlxAVVWVw4cPM2PGDBITE7GxsaGyspKoqCgWL17Mzp07OXPmDPPmzVXGY68AACAASURBVGPgwIHU1NTw8OFDVq5cSVpaGp6enhQWFnLmzBmcnJzw9/fn2rVrYrH98uVLrK2teffuHX///TdJSUkcPnyY8+fPExgYyMuXL0lPT2fZsmWoqakxf/58uru7aW1tFYqqUaNGERAQwJAhQ5g1axaXLl2iq6sLCwsLcdInISHBli1bWL9+vaj5d3R04OjoSHJyMkOGDMHc3JzXr18TEhKCk5MTT548ISUlBWNjY5KSktiwYQM3btxg5MiRAusTEBBAeHg4ioqK7Nmzh9mzZ/Pp0yfha21ubmbVqlXY2tqybds2NDQ0UFBQQENDg+fPn1NTU0NOTg6TJk0iISGB8+fPo6+vT3FxsWgzrl27Fjk5OQ4cOCAUaX2brerqalavXo2fnx9lZWXo6+uzc+dOHjx4IODbxcXFZGZmCtdrZmYmnz9/5vz586L12Dcm7rOKSEpKUlBQQEREBF1dXfT29jJq1CjGjBlDXl4evb29REZGUldXJ17/t99+Q0pKioMHD1JaWoq8vDyLFy8WNhMDAwNycnIYMWIEqqqqhIWFkZ2dTXNzM8HBwfT29jJ+/HgyMjKYNWsWe/fuxc/PD/ivxSsrKwvAuXPn0NTU5NGjR+Tk5FBYWMjatWvFZnz58uVoaGjQ1NTE8OHD0dXV5ePHj+L1HRwcWLZsGcuWLSMuLg4fHx/mz5/PunXruHXrFjExMURERIgIhrGxMZcvX6alpUWArQcMGMCYMWN4/vw5q1evJiEhgRkzZmBlZSUy0bdu3cLExIRBgwYRFhZGWFgYnz594sKFC5ibm4u4jpKSEk+ePOHdu3ecOHGC3bt3o6Ojw9atWwXw18jIiPv372Ntbc358+fZs2cPp06dIj09HVNTU6ysrEhMTERVVZV169bx5s0b7OzskJeXJzw8nDdv3lBeXs6PP/7Ivn37cHJyor6+Hg8PD1xdXVFRUSEjIwMHBwdevHiBi4sLOTk5QnTfZ3uoqanh5s2bbN68mfLycgoKCigrK6Orq4vFixejp6eHr6+vyIk3NzfTr18/tmzZwoQJEyguLkZSUpLx48fj5+fHL7/8wj///IO7uzvy8vKoq6tjampKSEgI5eXlqKioYGBggIaGBj09PTx69AhdXV2Sk5PR1tYWTdw7d+7g4eEhlFm+vr4YGhoycOBA2traKCwsxNPTE09PTy5duvR/yqj9D8/Bf3iOvXv30tXVRUVFBT/88AMJCQkYGBgAICkpiYuLC3v37kVCQoKxY8dy7NgxOjs7uXnzJoWFhSxfvpw///yT06dPA3D+/HlmzZrF1KlTAXj27JngXvWNCPvCvHPnzqWnpwdNTU1ycnIEb+fChQvIyMiwa9cuAIqLi0XA0sHBga6uLjo6OrCysmLlypWcPn2alJQUnj59ioGBAUFBQVy/fp38/HwWL14MgImJCa9eveL58+dMnTqV/fv3M3bsWMHCunTpEk5OTqxYsYIZM2YQExNDa2srL1++ZPTo0cB/TKfs7GyuX7/Oxo0bCQsLo6WlBUlJSVJTU3F2dsbQ0BBDQ0MuXryIj48PS5cu5erVq+Kef/jwgWvXrrFmzRru37/P69evBbtrxowZdHV1CdF3eXk5CxYsYPfu3bi4uPDhwwfxt9jb21NfX4+Xl5fIB/br148rV65w6NAhdHV12bJli6iEx8fHY21tTVBQEPAf46zvAd/T00N4eDhXr17FxcWF6upqVFVVcXFxQVpamqtXrzJp0iSKi4spLCykvr4egKKiIvHAys3NZdq0aeTn5xMdHY2joyMhISEoKChw79493rx5g6+vL729vcjJyYkTKxMTEy5evMiMGTP4448/iIuLExmbe/fuMW/ePKE2WrlyJeXl5Xz58oWjR48SGhoKwKhRo5g2bRoXL14kMTFROBMPHDggmH0BAQHk5eXx8eNHmpub0dPTIyAgQARvY2NjKSws5MGDByQkJACwZcsW3Nzc6N+/P8OHD2fSpEno6Oiwf/9+wQCrq6tj//79AMLD+v79e548eUJXVxdPnz4VOixFRUWGDh2Kvr4+3759IywsDDU1NbZs2SIq+pmZmTx8+JCCggIcHR15/PgxO3fupLGxkVevXtHR0cGOHTuYMmUKw4cP5/nz59ja2uLu7i5QD8uWLWPPnj0UFhYiLy/P8uXL2bdvH7m5ufj6+nLt2jUMDQ0BSE9PR1dXl+vXrzN8+HDmzp0LwJkzZwgPD+f69esEBwfj5ubG1atXaW5upqioSGRUTp48SVJSEi9evMDGxgYPDw+BxehbdNy/f59du3axc+dOTp8+TVpaGkePHhV0/j50RlFRES9evEBKSkpk7wwNDSkoKCA+Ph4VFRU+fvwoFl/6+vqkpKRw6tQpSkpKBPrH0NCQvLw8urq6xO9ha2vL9evXmTBhAk1NTXR0dJCUlMTVq1fZunUrWVlZtLS0MHToUKqqqjA1NUVRUVHgBuzt7fn06RPv379nw4YNeHt7k5ycDICxsTEmJiYkJSVx6NAhHBwc2LhxI2fOnOGvv/5i8uTJAP/PZnLz5s2sX7+ekpIS4D/UR99o8ezZs6xYsYKFCxfi4+NDZmYm/fr1AxAThdbWVqysrPDy8mLmzJk4Oztz5MgR5s6di7+/PwUFBVhYWHDnzh2OHz8usq3w3/h848aN3Llzh6qqKurr64UBRVlZmYiICM6fP4+0tDR//vknWVlZnDlzhoaGBt6/fw/AsGHDxILp33//xd7eng0bNhASEoKqqirwH+Ll4sWLTJs2jfHjx6Onp8fUqVPZsGED8B9Go29D8eLFC+bOnYuUlBQbN25k3LhxyMvLEx8fz6pVq0hLS2PAgAHs3bsXaWlpAUzPzc3Fzs6OxsZGHj16hJOTE/Hx8dTW1pKYmIi0tDSfPn3ixIkThISE4OrqSnJyslhgA3z69Enozz5+/EhISAgGBgbcuXOHESNGoK2tzbNnz3Bzc6OyspItW7Zw4sQJsTAC0NLSYtOmTTQ3N2Nvb4+XlxePHz/m9evXpKam0tzcLHJhEhISODk5IS8vz/Hjx1myZAkA+/bt48KFCxw8eJDff/8dBwcH5OXl2bBhA2vWrGH+/PkiJ/bgwQOkpKSIjY2loaEBKysr4D90U1+s4MiRI2hoaIhRsLu7O+Hh4TQ3N3Ps2DFkZWVZvHgx69evZ+HChURHRwOgq6vLoEGDRNFj9+7d9OvXj6qqKhISEgQ+Kj8/n0ePHon/5507d7h16xbwH4swMDCQpKQkysvLmTVrFklJSbS1tXHw4EEqKirIzMz8/4vn+N+JGrB58+bffvzxR6F96NevH7q6umzevJlXr16ho6PDnj17BO06KyuLefPmISUlhbGxMU+fPkVbWxs5OTn++usvIQ/+9ddfGTNmDNHR0WJX8Msvv2BmZiZkw30KqBs3buDr64uEhARtbW24u7sTEBCAurq6UEj15b7a29t58eIFvb29TJgwgZycHBQUFDh37hwTJkzgy5cvXLlyhcjISFxcXBg+fDh3796ltLSUa9eu0dTUhIODA/Hx8YwdOxZ7e3siIyPZuXMnJSUljBkzhs7OTsrLy5GQkKCkpISffvqJIUOGCEr33Llz+e6770S4Ny8vDyUlJeTl5ZkzZw7z5s1j//79fPnyheTkZKSkpHB3d2fu3LnExMRw7do1Dh48SHp6Oo8fP2bQoEE0NjYyduxYiouLqaurY9KkSTx58gQNDQ0kJCT4/Pkz6urq3Lx5k9LSUmRlZVFWViY4OJi8vDycnZ15+vQpkZGRpKSkUFBQQG1tLYGBgVRXV9Pa2sro0aNJSEigurqavLw8XFxc+P333/H09OT169e8ePGC8PBwrly5ImCwlZWV3L17l9bWVuFPlJSUJCQkBFtbW/Ly8nBycuLnn3/G1dWV6upqli1bhoeHB76+vqxcuZIJEyawdetW3r9/j7W1Na6urvz7779YWVmJ/3F7eztBQUECgHv//n18fHyYNm0aDQ0NtLe3o6+vT01NDQsXLmTt2rVUVlby+fNnGhoaRBmjTwx+5swZdu3ahbOzM7KystjY2DB+/Hjk5eVRU1OjpaUFMzMzPn78KPhDMTExyMrKEhgYyO3bt4VoevDgweTn5yMnJ4eMjAy//PILb968ESfPffBkDw8PVFRUWL9+PVFRUSxbtoxRo0aRlJTE7NmzKSsrEz4+gPj4eP7991+uX78uGHQnTpxgyZIlIuMxbtw4Tp06xbJly9i+fTtKSko0NTVhaWlJSEgIf/zxB1u2bOHevXtC5NxHT//rr7+4d+8empqaqKio4OvrK9qeERERtLa20tTUREREBKdPn2b+/PmMGjWKffv2kZKSwrx58zhy5AhNTU0ijJyXl0dcXBxGRka8e/eOuro65syZg5KSEosXL8bY2JgnT57Q3Nwssp6SkpJiA5iYmMjs2bNpaGjAy8uL+vp6pkyZwvz585kxYwYKCgo0NzczcOBAdu3axYMHD8TIt7OzkyNHjrB8+XK2b99OREQE06ZNE/qjvoB0n5P4w4cP6Onp8fXrV3R0dLhz5w4JCQlCT5aQkEBGRgY///yzkF9HR0fz7ds3jIyMBFvq1KlTZGdns379evT09IQm78yZM7S0tAD/LUgUFBTo6uoSsFIfHx+uXLmCqakptbW11NTUICMjw/Dhw0XDsm98Cf+ZWQIDA/n8+TNRUVE0Njbi6urKkSNHkJWVZejQoWhoaIhAfGBgIAcOHGDJkiWi+d7Z2Ul9fT1VVVU8ffoUT09PWlpaCAsLIzk5WYw5m5ubmTx5MvLy8lhYWAi1lISEhPg8LV68mMzMTCIjIyksLMTa2pq4uDgBMe7L3x45coSenh6OHDlCbGwsUVFR/PDDD8jKynL37l1GjBiBoqKiIAK0tLSwY8cOZs+eTXFxMVFRUXz48IHx48ezbds2/Pz8KC0tpampCT8/PwYMGMDVq1cJCAggOTmZNWvWUFFRwdmzZ0lJSRHxmsTERKZNm8bIkSNJTEzk559/pru7WzQqdXV1OX36tDjhev/+PbW1tbS1tREeHo6CggJfvnzBxsaGcePGsWvXLqSkpBgzZgwXL17E39+fCxcu0Nrayrp166irq8Pa2prg4GDCw8M5fPgwYWFhqKur8/DhQ8LCwigpKcHS0pKsrCxWrlzJrVu3UFRUpL29HScnJ44dO8bgwYN5+fKlOKgwNDTk8uXL6Ovrs3r1at69e0diYiKnTp3Czs5O5FsnT57MzZs3WbRoETY2Nnz//fcifuHt7c3jx48pLCzE2dmZ5cuXM336dOLi4li3bh2JiYkcPHiQhIQEzp49y5AhQ8S9UVBQQFZWFj8/P+rr60lPT+fOnTtYWlrS09ODl5cXRUVFeHt709HRQVBQkHBjb9u2jfXr1+Pl5UVbWxu//vorERERbNmyheTkZIKCgrh9+zanT5/mxIkT/2t9/l+vy5cv/xYZGclvv/0mQupxcXH88ccfhIWFYWtrK7RBZWVl1NfXIyMjw5w5c9i8eTNPnjxBWlqaiRMn8v79e4G1aG1tJTIykrFjx+Lk5ISjoyMlJSX88MMPnDlzhszMTP79919Gjx7NgwcPCAsLQ1dXVwA+NTQ0kJSURE1NTbjSurq6KCgo4Pfff6e0tBQHBwfKy8vp6OggKioKFRUVTExMkJSUZPDgwaxZswYtLS0CAwNxcHAQo8H8/HwhdX769ClycnLEx8cjLS2No6MjOTk5yMnJ0dPTg6SkJNnZ2Tx69Ijnz5/j5eVFXFycEN4mJiYSGxvL8OHD6d+/P11dXcTGxhIUFIS2tjYfP37ExcUFDw8P/vnnH7q7u/Hz80NaWhoDAwPS09OZOHEixcXFVFRUoKqqiomJCQoKCrx9+1ZU80+ePImHhwe7d+9m1qxZqKmpkZ+fT1FREdevX8fU1BRNTU3i4uIYOnQoixYtYsGCBTg6OmJmZkZ6erpo8sB/oEkAW1tb9PX1iYiI4NatW4wbN46PHz9SVVVFREQEq1at4tGjR+zZs4eYmBgyMzOZPXs2v/32G48fPyYoKEh4C/uyNTNnzhRw5E+fPlFcXMznz5/ZunUrbW1tYiTR3NwsTgfa2tp4+vQpgwcPRk9Pj+7ubj58+EBCQgK9vb3k5uYiJyeHhoYGlZWV1NfXM3nyZAwMDITUPDU1VSzYSkpK8PHxoaSkBAkJCSGab2ho4ODBg2zdulWEoK9fv87Dhw/Jyclh9erV5OXlYWdnJwTnz549Y+LEiWKnDZCamsrFixepra1lw4YN3Llzh7KyMgCkpKQwMjKiq6uLMWPGsGLFCubNm4e8vDwSEhIkJydjY2PDgQMH6Gtcz5w5k4kTJ2Jra8vp06cJCgqiu7sbT09PdHV1yc7OxtbWllevXmFpacnKlSvZvXs3P/30E3v27EFKSor+/fszZcoU3Nzc0NLS4sqVKyxdupSqqirs7e3ZuXOnWJT2ZQqrq6uFdcTd3Z2VK1ciLy+PiYkJpaWlojSkpaVFTEwMfn5+ODs7M2HCBJydnSkpKUFPT4+ioiK2bNmCl5cXISEhJCcn8/XrV3p7exkwYIAwPGhra9PW1sbLly/Jz8+nqqqK2bNn4+npiZqaGiYmJuIkrC+vKScnh5KSEq9fv2bVqlVYWloyadIkBg8eLKTzVlZWfP36lfb2dpEL8/b25tOnT3z58oWTJ09SV1eHo6Mjs2fPFpL1Dx8+ICcnx6dPn7CxsWH06NH8/fff4gE5YcIEpKWlGTx4MHJycqSmpjJs2DB0dHQIDAykvb0de3t7JkyYgJ2dHRkZGQQEBBAXF8fEiRPx9/fn2bNnREREYGNjI8pL9fX19Pb2iu+gvtFcHzH+2rVr2NnZYWNjg7+/v8jRVVRUkJubS2FhoXDGRkRECIirj48PAwcOxMvLi/j4eOzt7YmOjiYhIUFMHjIzM9HW1iYpKUm4SIuKipCQkCAnJ0fASO/evSuAvn///bcwUPRplvqajKqqqkRGRor34KhRo7h//z4FBQUCVyEvL8/58+eZNGkScnJypKWlUVhYiISEBP/++y9GRkYYGxvj6+vL2bNnuXfvnhhlZ2Rk0NnZydChQ0lISODkyZP8+uuvDBo0iICAAFFg6rNIWFtbU1RUJODIJiYmVFRUUFVVhYyMDI2NjVRVVYlcnqGhITExMZSWlhIQEIC7uzsPHjxAQ0ODxYsXIysry+XLl5GRkcHd3Z09e/YIDZa+vj6tra20trbS2dlJT0+PUIzt2rWL5cuXc//+fWbNmgWAu7s779+/p6amBldXV1RVVfn48SMJCQl8+PCBCxcuYGlpKTAZs2bNIjo6Gm9vbzQ1NfH19SU4OJiPHz9iYWEhtHtubm7imd7d3c3YsWMJDAzkxx9/FLlaNzc3uru7iYiIYPz48fz+++/s2LEDdXV1rl+/jomJCbW1tXz+/JlXr16Rm5tLaGgosrKyWFhYiA1lQkICYWFhpKamUl5ezt27dzEwMCA+Pp6ff/6ZtrY2JCQkqKurY/ny5SgpKVFZWcmtW7coLS0lLCyM/fv3U1pa+r8ywf/12rdv3299401JSUnevn1LaGgoly9fJj09nefPn7Np0yZ27tzJhw8fmD9/Pnl5eRw+fJjLly8zbtw4Jk2axI0bN5CRkUFXV5fhw4fj5OREX5t0zZo1ODk5UV1djYODA2VlZZSVlVFdXU1BQQGGhoYYGxuTnZ3Nt2/faGlpwdfXFy8vL2pra3n8+DHz5s1j3LhxxMTEMHnyZIKDg9m/fz+urq4oKipiYmJCdnY27969w8bGBk1NTVRVVdHT0+P+/fvk5uaioaEhvGYvX77E0NCQ7777jpUrVwoNy5UrV4TaqaysDBkZGerr63FwcEBLS4vo6Gj09PRELk5SUlKcuJWVlaGioiKozmpqari7u4svNBUVFRwcHNDV1aWjo4P09HRxOrBixQqMjIxQU1Pjzp07HDt2jJCQEFpaWnjz5g1jxozhyJEjWFtbU1ZWhpSUFBISEvz555+4uLjw119/4ejoKEoK7969o7y8nIkTJwrl19SpUzl+/DiFhYVUVFTw4MEDiouL2bx5Mz/99BPt7e04ODggKyuLtLQ0kZGR3LlzRzgAExMTGTt2LCNGjMDLywsZGRkAfvrpJwoKCli0aBEjRowgOzubiooKGhoaUFRUZMaMGVRVVaGkpER3dzdFRUUkJyczevRodHR0WL9+PZaWliJM7+npiYaGBvLy8qJk0dXVhbq6Ol1dXdja2pKSkkJ5eblg9PRlefpylikpKWJkp6qqyvXr1+np6SEkJISHDx8SERGBubk5BQUFZGVl0dDQgKqqqljQbdy4kQULFiArK4uhoSHbt28XWI/p06ezfv16TExMiImJobe3l6ysLKqqqjA3N2fu3LniffD27Vvi4uLQ0dGhrKyMTZs2YWtry71790hPT6e2thZLS0uGDRvGyJEjGTRoEIqKinz79g0nJyfy8/Px9vYmJyeHpKQkfvvtNwoKCsjNzWXZsmXCE9rn/Js7dy4nT54UGIe0tDSRAZoxY4ZoAiYlJVFZWYmNjQ3x8fHs27ePmTNnIiMjIx44CQkJXLx4UbQF+3AJcnJyHD16lMDAQDo6OrC0tERBQUEYQszNzUlPTxeLwbS0NIqLi4mLiyMqKoo9e/bg5uaGh4cHFhYWbNu2DRsbGw4fPkxQUBDKysqkpKTg7u6Ovr4+9fX1SEhIEBwcTFVVFTU1NRw+fBhZWVkR0QgKCuLKlSs4Oztz+vRpbG1t0dXVRV9fHy0tLczMzPD29iY4OBhAnCZLSUmxaNEisrOzefjwIUZGRkyZMoXff/+dkJAQMjIyRBN1wIABHDhwgN7eXkaPHs3+/fuxtbVl0qRJBAUF8ffff1NaWsqUKVPo7u4mPT2dpqYmZGRkSEtL4/3791RWVvLt2zcKCgqYMGGCyN8FBQXh7+9PRUUF/fr1Y+jQoWhpaaGsrIyJiQlLly6ltbUVeXl5goKC8PX1paamhsmTJ5OQkIChoSHV1dUcPXqUH374gaamJnHKtn//fv744w9SUlKor6/n27dvDB06lPb2dvr160dISIgQ1N+6dYsHDx6I+MjLly8ZO3Yse/fuZfv27ejq6lJUVISkpKRgTJ45cwZ/f3/i4uKYNGkShw8fxtXVla1btzJz5kyWLVuGvr4+dXV11NTU8OrVK+7du8fbt2+FjP7s2bP89NNPTJkyRUjcR48ejb6+PsePH8fa2hpra2s8PDwER7Kzs5MvX77g7OyMlpYW7969o6SkRIyC+8oUXl5ebNy4kfb2dhwdHWlvb6exsVGgTT59+kRsbCwrV67ExsaGvLw8oqOjWbFiBYDQeEVERHDjxg1SU1M5efIkX758YcyYMQQGBnLu3DmCgoJITU2lsbGRnp4eli1bxtixY+ns7OTVq1fY2tpibm7OihUr0NHRITY2lg0bNuDi4sL27dvJyckhNzeXtrY2li1bRlpaGhoaGigqKgoclr+/P3/88YeY2CgrK2NnZ8fChQuxtbUVE4aJEyfy6NEjsWEdOnQoPT091NbW8vz5cyZPnsydO3fw8vKipqZG8EgrKyuRkZFh/PjxBAYGsmjRIqytrfn5559paWmhoqICHx8fcRL3/v171qxZQ319PVpaWujq6ooyk4mJifhO6GOAzpo1C0tLS3bt2kVHR8f/ygT/12v79u2/BQUFMXLkSOrr63FyciIxMREXFxf09PRoampi27Zt3L17V7Qjd+7cibW1NWPHjkVTUxM7OzvWrFnD+fPnaW5uprq6mq6uLmpqaqisrERVVRUzMzOuX78uoJ19jBpTU1MMDAywtrbmyJEj3Lhxg23bthEfH4+HhwcdHR3IysrS3d3NsWPHxEOoj+s0ZcoU/vnnH37++WdcXFzw8vKivLyc1NRUbt++zaRJk3BwcKCurg5jY2NGjRqFpKQkkpKSyMrKsnnzZkxMTLh27Rp6enooKyvT2NiIj48Pb9++Ffyz9PR0MjIyuHDhAkpKSsTHxzNixAiGDh1KcnIy2dnZKCoq0t3djaSkJNXV1UhJSWFhYUFbWxu6urr4+Pjg4ODAxIkT2bdvHwkJCZibm3Pq1Cny8vLw9fXl1q1bODo60q9fP1xcXDh//jxr165l6NChzJ07l8TERGpra3FzcxM79fr6ekxNTSkrKyM7OxtZWVk0NTUZPXr0/+OL6+rqQldXFwB1dXXc3NywsbHh6NGjvH37lu7ubs6fP097ezurV69m3759SElJ4eHhwS+//IKfnx8aGhr89NNPNDU1oaKiQnh4OK9fv6a7u5uAgADS09OxtrZGVlaWixcvMm7cOFatWkVXVxdubm54enqycuVKRo0axebNm7l58yZ6enrcuHFDLDb6mGObNm1CV1cXPT09tmzZQmNjIwkJCdy4cQMfHx+ampro6emhuLgYU1NTJCUlmT9/vsAyjBo1ipcvX3LhwgX27duHtbU1a9asQVNTEx8fH86ePUtpaSnDhw8XFfbAwEAUFRXJzMzk5cuX3L9/n0GDBgmR8Ldv37C0tCQ/P5+PHz+yatUqtLS0qK2tRVlZmerqap4/f87JkydRVlbm9OnTvHz5kidPnlBeXs6OHTvIzs7Gzs4OHR0d1NTUsLGx4fHjxzx9+pRXr14xYcIELl++zKhRo6irq6Ouro6cnBwsLS0ZPny4WJDevn2b6upqcnJymDNnDm1tbSgpKWFvb8/r16/ZtWsX9fX11NbW4u/vz6tXr8SD0cXFReh6fH19Wbp0KRUVFfj5+SEhIYGSkhJPnz5l8uTJYjQ2ZcoUBg4cyO7du5k+fbrI39XX1/Plyxd0dHQwNjZGW1sbNTU1zM3NSU5OZvr06VRUVLBlyxYKCwvx8PCgoqICKSkpgU0oKytDTU2N5uZmPn78iIaGBlevXhUlG21tbW7dusWwYcPYuHEjMjIyAi9z/Phx7t27R1RUFCUlZZFWTQAAIABJREFUJXz33XeUlZXh4+ODtLQ0AwYMIDExkQkTJnDnzh3U1dXZt28f27ZtY/v27RgYGFBRUYG7u7twSR46dIglS5Zw9uxZRo4cCcDbt2958eIFW7ZsITc3l+3btwttzpo1a9i+fbsYVxoYGFBQUIC6ujqNjY1MnTqVIUOGIC8vT2ZmJhoaGhgaGjJnzhw+ffqEm5sb9+7dIzMzkzFjxogTt77Nw/nz51FTU+PLly88ePAAZ2dnNDU12bNnDy9evKCmpgZ7e3vS09PJzMxEUVFRjJ4HDx7M5MmTefbsGQsXLsTAwAAVFRUcHR0xNTXl6NGj/PjjjygpKeHr60tYWBiSkpJ8+fKFw4cP4+3tTWhoKAUFBRgbGyMjI4OmpiadnZ08e/aM3t5e6urqCAwM5MaNG0ybNo1Lly4RGxtLbGwsf/zxBx8+fCAvLw9lZWWcnZ1RVlbG3NyczMxMJCQkkJaWZu7cuaSmpvLw4UPGjBmDs7Mz7969E41GDw8PmpubqaiooKurCxcXF9Fe/eeff/Dz8yMlJYUVK1ZQWVmJhIQEM2bM4KeffuLMmTO0trZSXl6OgYEBr169on///syfPx8PDw/Gjh2Lubk5y5cvF1DWhw8f0tPTw86dO/H09MTc3JzS0lLCw8NxcnKio6ODzs5OgoKCCAwMxMPDAwMDA1JSUujt7WXkyJHIy8uTnJxMZGQku3bt4sCBA5SUlGBrayvwVLNnz0ZaWlqE//fs2cPMmTORlJRk+/bt+Pv7U1JSQk5ODuvXr0dbWxsbGxtyc3NRUVHB1taW8ePHk5qaSn19vchFd3V1oaGhQUdHB1u2bKGgoIBv374xb948du3axY4dO9i6dSuzZs2isrKS0aNHiwXXq1evuH37tjjR9ff3F63wkydPEhQUxKZNm3Bzc6O3txcjIyNu3rzJtWvXUFRUpLS0FB0dHZErTUlJYfXq1SgrKwtVXmNjI1FRUf9bqP1frs2bN//2559/kpeXR1ZWFsnJyXR0dGBgYEBPTw9Hjx5lwIABdHR0kJ+fT2pqKkeOHBHtonfv3jF16lTKysqYPn06jx49wtXVlbVr1/Lbb7+hr69PVVUV+/btY+rUqWhpaXHw4EGkpKTYvHmzCOHGxsaip6eHtbU1J0+eFI66rq4uvn37xvz584H/vG4KCgqoqKjg7e2NlpYWISEh+Pr6Ii8vLx4kS5cu5dSpU6xbt04AEltaWpg8eTIBAQGcPHlSUMK7urrYsWMHmZmZYrdZXFwsgpaTJ09GQUEBR0dH/vzzTywtLamtrWXbtm14e3vzww8/kJOTg4yMDD/88AMODg6CYXX37l369evH169fWbVqFTExMZiYmFBeXo6DgwM7d+5kwIABBAQEiMC0kpKS+Ptu376Nubk50dHRJCYm4uPjg66uLhUVFRw9epSWlhZ++eUXysvLSUtLw9XVFSsrK7Hbb2lpQUlJibdv3xIbG4uXlxcBAQE4ODjQr18/CgsLKSgooLe3l97eXjIzM8nIyGDHjh18/PgROTk5Ojs7CQkJQUpKirS0NCQkJPj55595+vQppaWldHV18cMPP7Bo0SK6urqYPHkygwcPZs6cOcjJyaGpqcmcOXPIyMggNjaWlJQUvn37xq5duwgJCUFJSYn8/Hy8vLxITU1l6dKljBs3TrhIIyIiyMvLw8jICBMTEzFmsbe3FydgxsbGlJaWEhwcjL+/P1VVVaKxqqysLOwTN27cQE9Pj4yMDJYuXYq5uTmTJk0iMTGR6OhoLl++LGC41dXVLF68mPz8fJ4+fcq6desYPnw4kZGRBAYGYmxsjKWlJWpqasTExNDY2Mjt27cxMDDg5cuXxMfHc+3aNeTk5CgtLaWgoIDKykoGDBjAiBEj6O7upre3V+yA+4Lp8vLyzJ8/n2fPnpGUlMSjR48YNmwYfn5+pKenU1hYSHZ2NpaWllhYWGBtbc2bN2/EOF1PT09AJ62srDAzM2P69OlCDu7i4sKSJUvYvXs3RkZGJCQk8OzZM2bNmiVGmI8ePSIlJQVbW1uxgVNUVOTWrVvIyclhZ2dHa2srGhoa+Pn5iYW7i4sLZ8+epbi4mJKSEjIyMpg3bx79+/cXqIINGzbwyy+/kJ2djZqaGv3798fc3BxPT0/279/PlClTsLKywtvbG19fX6KiovDz82PNmjXY2dnR2dmJjo4Ojo6ObNy4kdOnT4tRzZUrV4iIiKC7u5vg4GBcXV35/PkzYWFhHDp0CHV1dVRVVamvr+f27duEhITg5+eHq6srWVlZAnyqoKCAv78/8fHxNDU1ifyQkZEROjo6pKWlsXHjRoqKimhsbERPT09kzhoaGrh9+zYeHh5ISkrS2tpKeno6796949KlS3h6evLhwweio6Pp378/ycnJgmP46dMn0tPTycnJwcrKik+fPhEYGMjRo0fp7u6mrKyMVatWcfHiRTw8PCgoKGDu3Lm4ubmRm5uLpqYmlpaWtLS04OPjI06N/vjjD759+0ZwcDBaWlqcO3eOrKwsvL29xfhq06ZNGBsbY2trS2FhIampqaxdu5YTJ04wefJkDA0NiYyMxMbGhtbWVrS1tZGWlqZ///48fPiQWbNm0dDQwJkzZxgzZgzr1q0jNDQUOTk5jh8/zs6dO7l8+TJaWlrExcVRX1/PqlWrGDx4MK6urpw7d44HDx6waNEiFBQUGDJkCJGRkQQHB2NhYUFOTg52dnZoaGjQ0tLC4cOHefbsGe7u7ri6umJra8umTZv47rvvePXqFS9evODevXsCWpyXlycc0ePGjRP3JDMzk7t373Lx4kVcXV0FQsXf3x8JCQmkpKSEkHzPnj1s2rSJR48eiZ/bt+kpLi7mxYsXZGRkMG3aNGxsbIiNjSU8PBxZWVkaGhpISUnB09NTIJRSUlIEa9TIyIjq6mpSU1Npb2/H2NiYR48eMWHCBLq7u8nNzcXd3Z29e/eydetWNDU1MTU15dKlS8THx4vntJ6eHhUVFSgrK1NSUoKCggKBgYH4+/sLxFBdXR319fW0tbWRmZlJaGgojY2NImIkKSlJVlYWFRUVDBw4kI6ODqZNm0Zvby93796lvb2dwsJC2traaGlpwcbGhrq6OqZNm8bu3bvJyMjg2rVrvHv3TvD+oqKi+P7779HU1MTLy4vExMT/ZdT+r1dMTMxvfeDKpqYmZs6cSWVlJbGxsWRkZHDixAmcnJwYNGgQO3bswN3dXTC1+t4o2trahIaGoqysTFpaGpGRkUybNo3NmzeTlJQkKrkxMTEUFBQwbtw4MjMzkZKSYuHChfT29uLq6kpTUxOzZs1CUlISc3NzWltbyc7OpqOjg5ycHDF+KCkpEfkKCwsLpKWliY6O5t69e4SGhorczfbt2wkPD6exsVHkhSZNmkRmZia2trbIycnx5MkTDh8+zLp167C1tQX+a2ZNnjyZuro6tm7dSkFBAV++fKG2tpaysjKqqqpYuHAhN27coLq6WuxK9uzZw40bNwgKCsLY2Jhr167h7e2NhIQEkZGRXL58mdGjRzN9+nQRKq+oqCA4OBhJSUn09fVpbm5m8eLFJCYmsnnzZhFK7xu1KSkp0b9/f0pKSoSdQFdXl7dv37J9+3YMDQ0xMzNj4MCBbNq0iVmzZmFmZkZsbCyjRo1iwIABfP78mZqaGgwMDMjIyBB1+m/fvmFrayvGi6GhoYK4Hh0dzbNnz5CWlmbkyJGsXLmSqKgoDAwMKC4uFmOpPqzA169fSU1N5c2bN6KBKycnx8KFC1mwYIEYTX/79k1gP5YtW4afnx9BQUGoq6tz/PhxGhoasLW1xd7eXiBHsrOz8fPzQ0pKiqysLJqbm2lsbCQ1NZX3799z8+ZNxo4dK5Rcf//9N/X19Tx48ID58+djbW0t+Fqurq6YmpoyZswYwU0aN24cycnJjB07FmdnZywsLJCTkyMjI4OqqirWrFkj8pErV65k4sSJ3L9/H/j/tf9CQ0NFtmz8+PEMHToUd3d3kpOTxWiktraW6OhoEUiXkZFBTU2NiRMn8vXrV86ePcvy5cuJjo5mzpw53Lt3j8DAQDIzM7G0tGT06NGEh4ezfft2enp6xDhLXl6eu3fvoqyszPLly0lPT8fDw4MvX75gb2+PhIQEvr6+/Pvvv1RXV1NbW8vq1asZMWIEAwYMQFtbGx0dHSwtLbGyskJbWxsrKyuRMXJ2diY/P5/3799TXFyMm5sbbW1tXLt2jbq6OoKDg0lLS6O7u1ugQiwsLLhx4wYvX75kyZIl7Nmzh+zsbFGauX//vhCBP3z4kPT0dHp6eoRip6ysjEWLFrF48WIeP37MsWPHSEtLE5y+oKAg3N3d+f7778nMzERVVZXVq1cTGxtLZWUlnZ2duLm5CWp7Hy6gzwLQ19x+//69AJa+fPmS6dOnIyUlhYqKCgMHDuTu3bvIycnR1taGjY0N5ubm3L59m/Xr1zN16lTGjh3LuXPniImJwcnJiZkzZ9LQ0MDo0aOFSqgPMyIvL8+JEyfYsmULAwcOpLe3lyFDhlBYWIiioiIPHz5k2LBhNDc3U15ejo6ODoqKimhqajJs2DCCg4PZt28fdXV1+Pj4YG1tTWVlJYMGDRLmlL7Sxr59+1iyZAmdnZ309vbS2NhIbm4uKSkpLFy4UGyQoqKiGDFiBOnp6cydO5fp06fTr18/dHR0qK+vZ968eSgrK6OpqUlCQgJmZmbCNuLv78/vv//OjBkzKCoqYuDAgYSFhREeHo6+vj5bt24lMjKSr1+/4ufnh6WlJbGxsWRlZTFw4ECCg4PR1tZGSkoKJSUlBg4cKLR3AwcORF5enosXLzJ8+HDevXvHrFmzCAj4/9h7y6gsszdu+6A7pRHpUFpAVBBQULALRLFGMEbMsTsYdcYxZuya0bEbDMBAsQgFEVFERBClu0NKnw8u9nrfb/+1nvV8m/1ZF3Bf131de5/n+TsOX1JSUhgzZgy///47e/fuxdTUFE9PTyZNmkRZWRlfv34V4PQXL16IhP/06dOJjo4Wh5dBgwZx+/ZtITmvqKjg6dOnfP78GQ8PDzHOkJWVhbKyMmZmZgQFBWFra0txcTG5ubkoKyszadIkERJzdHQUoxlNTU2kpaWhr6+PpaUlBgYGXL58GW1tbaKioigpKeHr16+4uroKlaGvry8vXrxAVVWVrq4uAJFY/f79OykpKcyZMwdPT08+fPjAt2/fcHJyYtiwYezatYurV6+yZMkSkTru27cvmZmZyMjIcO7cOSZOnEhWVhYVFRV4enqyb98+8vPzGTNmDEuXLqWjo4OEhATRUk9OTmbhwoVYWFgwdepUVFVVyc3Nxd7eHmtrayF6t7W1FSDlCxcu4O7uzsqVK4EflbT9+/dTU1PzP1XU/sNzAFZWVt9/+ukn2tvbkZKSYuPGjVy+fFnE67W0tATbqrGxUZDjFRUVhY+vR48e5Ofnc/LkSRYvXsywYcM4e/as8K69fPmSIUOGMGrUKK5cuYKVlRVycnLIysqyf/9+9PX1GThwIF1dXTQ3N1NdXS1UQTt37gRAW1ubTZs24eHhIUjeERERIpbevYlJSkqitbUVa2tr0tLSCAgIoKysDIDOzk5aW1sJCQkRNgN5eXkmTJjAvXv3hHPyxo0bqKurs3DhQoqKivj69SvTp08HfgyDWlhYYG9vT01NDba2tmzatIkNGzZgZ2dHXFwcQ4cOJS4ujurqajQ1NTl79izV1dWMHj0a+DHzMGfOHP766y9mzZpFfX09CQkJaGpqikF0CwsL+vXrR11dHQcOHCA3N5dFixYJDdXs2bPZuHEjXV1drF69mmPHjjFt2jQyMjI4d+4cZ8+e7U7VUFBQgKysrFA5KSgoAKCnp8fu3bsZO3Ys+vr63LhxQ4QSLC0tOXjwIO7u7mRnZ6OmpsaYMWNISEhAVlZW+B6TkpLECXDdunVcvHgRGxsbFBUVmT17tmjnycnJiWs6ZMgQ3r9/T2xsLAD79u1DWVmZc+fOMWbMGNrb2wW6Y/fu3Rw7doyZM2fi5OTE69eveffunajQdq9u88W6devYsWMHHR0dyMjI8PDhQ96+fYukpCT3798XnsS8vDyRjkxLSwMQbYTuylJhYSGJiYmsXbuWqqoqrl27xosXL3BzcyM8PJxly5axYMECevbsKfAcurq6FBYWCjZcTEyMIM2rqKgIin+3hkZSUpKxY8eyf/9+JkyYAPyI6N+6dYthw4YxdOhQzpw5IzyutbW1DB48mLy8PDIzM8UL293dHW9vb+7duweAl5cXvr6+JCYmUlNTw7hx46ivrxfYl8LCQvT09Pj55585efIkTU1NVFZWYmZmRl1dHQCTJk3i6NGj6OjoUFJSwpQpU7C3t+fixYt8//6dxsZGgoKCqK6uRkNDg8rKSrq6ujh58iQzZswQ91hBQQFfvnwhKCiIHTt2oKSkxPfv3xk5ciS2tra0t7cLCObw4cOJi4vDycmJyspKAMEijIuL4+LFi7i4uLBx40YMDQ158+YNioqKvH37lvHjx/P777+zZMkSysvL6ejoENiA7vZhV1eXYPTNnj1bYBE6OztFOvHFixfo6elhbGzMtWvXCAwMBKCyshJtbW1+//13Vq9ezZEjR1BSUqKlpUWARhsaGlizZg2qqqqcOnUKTU1Nvnz5gp6eHoDwqVZUVKChocGNGzf49ddfkZaWFqYVf39/jhw5gpmZGaampmJTfvv2bfF7dP/Nnp6eHD58GElJSWRlZSkpKREziaNGjeLp06eMGDGCzZs309LSgpmZGfADBQIQGRmJjo4Onp6ePHz4EF9fXzHH5+LiwpQpUygpKaGgoAAbGxuePHmCvLw8gJgd1NbW5t69e8ydO5fdu3fz5MkT4AemSVdXl8jISD58+MCrV69Ys2YNFhYW4jPtRkFdunQJGRkZMXfl5+dHZ2cn5ubmzJs3j759+9KzZ09yc3PZu3cvv/76q0BrrF69WpD3VVRUUFBQ4K+//kJLS4u///6biIgIgoKC2L9/P6GhoVRVVaGoqCigufADNVJWViYq5Hfu3CEnJ4ddu3YRGhrKjh072LVrF9+/f2fv3r2EhoYyf/58Nm/eLK7t9OnTqauro1evXlhaWiInJ8fs2bMZMWIEHh4e9OrVSzBF58+fT0lJCcnJyeTn5/Pt2zcAxowZw6FDh5g+fTr9+vUT1+TUqVNcuXKFXbt2ISsry7t37xg2bBhFRUUUFBTg6OhIWFgYAAcPHhTVudu3b9PY2IirqytPnjxhw4YNPH/+HHl5eaSlpYmKimLUqFFs2rSJXbt2oaKiAkBycjKBgYE0NTVRWloqNrynTp1CTk6OtrY2rK2tKSgoYPjw4UhISIjQQWpqqng3dAO6TUxMyM7OxtTUFPhRDImIiODly5f/4Tn+l3Xw4MEtioqKODo6smTJEk6cOEFRURFLly7FxcUFBQUFvnz5QlxcHCNHjuTp06d0dHQwZMgQoqOjCQ4OFriNLVu2YG5uTkhICK2trWKmqZva/OXLF8aMGSMAnJqamqirqzNlyhSMjY2RkZHh5cuXTJ06lcLCQsGBampqQkLix/XsVmZ0K4PCwsKwtramf//+PH78mJ9++onLly8THBxMfn6+iEY3NDSIdsikSZOYN28eampquLq6Eh4ezu3bt9myZQvPnj0Dfry06+vrKSkpIS4uDiMjI8zMzPD19SUkJAR1dXUMDQ05ffo0CxYsEAyqbtyCmpoaUlJSREZGMnXqVKZNm8awYcNwc3Ojq6sLDw8P9PT0ePbsGdHR0SxYsAAfHx+GDx/OxYsXGTVqFPv27SM4OJiRI0eydu1a7t27x4gRI7CwsKC9vZ0zZ84QERFBYWEhI0eOJCkpidOnTzNw4EB27dqFjIwMvr6+/P3339y4cQN5eXnk5eUxMzNDQUEBCQkJioqKOHXqFOrq6mhoaJCQkEBzczOWlpbilBgWFsaMGTPw9fUlNTWVHj168OnTJ758+UJZWRlJSUmsXLlSeBhLS0t58OABq1evFiwuPT09qqqqCA0NJSUlBXV1db5+/YqWlhZBQUHU1dUxatQoUaXsnq2LiIigra0NJycn5syZQ3NzM7///juurq5oa2uzd+9ekpOTxctXXV2dkpISLCwsSE1NxcPDg5ycHKysrFBWVsbd3R1XV1f8/f3JzMzk6tWruLu7C2FzN8DRzs6OQ4cOCQq8h4cHNTU1uLm54eLiQkxMDIqKirx7945nz57x8OFD8vLy2L17t/AuHjx4EA8PD5ydnfHz86OtrY1Dhw7h6OjIiBEjkJCQ4KeffuLo0aPExsbSs2dPevfuTXJyslAGffnyhbq6OtavXy/i8aWlpXR0dHDjxg0mT57M/PnzOXHiBNOmTaOpqQk9PT1SUlKQkZHBzc2N2NhYTE1NSU9Px9ramubmZlJTU4mLi+POnTtUVVURGRkpZqzKy8v59u0bnz9/xt7envT0dCwsLBg+fDhv374lJiaGFStW4OrqioKCAjk5OSxfvhwpKSnU1NQoKSmhuLiY/Px87t69Kyo7ly5dYv369TQ3N1NVVUV9fT2BgYHIyMhgb2/PvXv38PDwQEdHBx0dHUJCQrh37x7p6emoqKjQ0NCAgYEBe/fuRVVVFQkJCfz9/VFXV6epqYnIyEhOnz7NkCFD+Oeff0hOTiYgIIA+ffpga2vLtm3bmDRpElu2bEFHR4fevXsLqHddXR3Hjh1DVVWVjIwMoSL79OkTv/76K1FRUfTp04f169czZcoUDAwMUFBQYNiwYbx48YI1a9YIePSJEyeEjWXq1KmkpKQgISFBR0cH5eXlzJs3j+PHj6OqqiowInJycnz69Im7d+8SGBgonLnTp08XieyRI0fS3t7OixcvBB+seza0mzFpaGjIhw8f+Omnn9i6dSuVlZWcPn0aHR0d1q1bx6FDhyguLgZ+cBQnTpxIWVkZampqSEhI8PHjR6SlpZkzZw7jx4/HwMCAgoICnjx5wrNnz+jbty85OTk0NDQwf/58xo0bR15eHjt27ODIkSOMGDGCM2fO4OrqypUrV2htbWX79u34+/szbdo0amtrxeavsbERHR0dLCwsuHPnDrW1tVhYWKCurs7hw4extbUV3My5c+cKPtnmzZuZMmUKEydOZPDgwcTGxgoLR2VlJU5OToSGhqKkpER1dTUzZ84kMDAQIyMjysrKmDNnDlu3bkVHR0fMU8+cOZPXr19jbGzMuXPnGDduHJ2dndjb23Pz5k1qa2uZOXMmixYtYvr06VRUVNCrVy+xwesOzqWnpzNt2jQmT57MtGnTWLNmDcePHxc+4ry8PAD++ecfMcubmZnJxo0b8fDwIC8vD09PT5ycnLhz5w7Dhg2jrq6OAQMGYGFhwcqVK4Up5smTJ2hoaFBWVkZnZ6dwuPr7+9O7d2/Ky8uxsrJiwoQJVFRUoKuri6mpKXJyckRHR4vQwPXr1ykqKsLW1hYHBwdUVVWxsrLi8uXLXL58mcmTJ5Obm8uzZ884ePAg48aNw9/fn7q6OsLCwrC1tUVfX59bt25RWlrK7NmzcXBwYMCAAbS0tBAfH8/SpUvR0NBAVlYWGxsbTp48SWFh4X/A2/912dnZff//0ovnzp3LunXrePDgAfBD19Ed/U1ISEBVVRUHBwcBgV26dCn5+fns2bOHxsZG7t27h46ODh0dHXz69AkATU1Nbt++zapVq8TA/sePH/njjz/YunUrpaWlNDc3c+nSJZSUlAgJCSEjIwNFRUUhAE5LSyMoKAhFRUWSkpKYPHky/fv3Z+rUqSQlJaGjo4OysjLbtm0jNjaWs2fPcvHiRZqamkR1plevXvz111+MGTNGwAjLy8sZMGAA8fHxjBkzhuLiYrKyspCQkEBGRgYlJSVBnQZ4+vQprq6uAlQYHh7O+PHj+fDhA9OnT2fp0qX4+fnR1NSEgYEBiYmJlJeX4+fnJ05v2dnZaGhoYGZmJjQ7gwcPJi0tTVDuu2XG3QPf4eHhqKur09LSAvyYY/rtt98YPXo0x44dY/ny5URERKCuro6/vz9JSUmEhoZibGzMp0+fxO+/ZcsWUe0oLi4mPT2dsLAw5s+fT3h4OP3792fNmjW4u7ujpaXFoEGDBK9KVVUVJSUlli9fjpKSEgCWlpZs2bIFVVVVUb5/+vQpAQEBtLS04OPjw+vXrwV/bsiQIZw7d4709HT27NkD/OBHPXz4kBEjRnDp0iVsbW25fv06a9eu5dixYyJZ2Nrayq+//sqUKVOora1l0aJFom24e/duFBUVxfxIcHAwOTk53Lhxgx49evDt2zfa2tro0aOHQBDEx8eTk5MjkBsBAQEEBQUxZ84cvnz5QktLCz179iQ4OJi8vDwx8L1x40ZGjx6Njo4Oc+fOZc2aNaIK8fTpU4qKioRb8ffffxcOXFtbW+zt7YVf8fr161RWVuLo6MinT59wdHQEfkCEi4qKyMnJoaWlBSUlJQFEXr58OZGRkbS2toph6fj4eO7du8fOnTuJjo4GQEVFhezsbJydnSkpKeH169c4Ozujrq7O6dOnOXnyJFlZWaxYsULosc6cOUNubq74WxYtWkR+fj7w45S+cOFCUlJSxOzgH3/8wbx58/j8+TPR0dH069ePx48fExAQgI6ODoCYw+meyWtqahKJb/hxILK0tGTmzJnY2tqybNkyzpw5w4cPHwRKZMiQIaxfv174JDU0NJCXlycmJgZfX19Onz6Nr68vDQ0N/Pzzz2RlZfHkyRNmz55Nc3Oz+DmdnZ3ExMQwduxYdu7cyerVqzl79iyPHj1CXl6ew4cPAxAXF0dhYSHBwcEsXLhQgLy3bt2KsbExWlpa9OjRgwcPHtC7d290dXWprq7Gw8ODmzdvivnF79+/c/z4cebNm/f/e+bW1dVx4cIFSkpK0NPTE3qfboVQt7Vh/PjxPH/+nBkzZnDp0iWUlZUBxPxSd5L3xo0bomVEMbsuAAAgAElEQVR+69Yt6urqRKUwMzMTOzs7cV/Z29sDYGtry4sXLwDYsWMHCgoKyMnJkZWVxeTJk6mpqWHMmDGEhYWJzoeMjAy1tbXi/6WnpwvH8Pfv33n9+jV2dnYihV9XV4epqSlr1qyhoaGBAQMGcO/ePby8vHBwcACgoaEBbW1tKisrKSoqIjQ0lMuXLyMhIYGenh5ubm6kpqby+vVrFi9ezN27dwkICBCgdYBly5bh5eXF1atXiYqK4tixY1y+fBl/f3/++OMPXF1dUVFRob6+niNHjqCvry8S092w2u4w2e3bt9mxYwdRUVFoaGjQ1dWFk5MTOTk5vHv3Tuj+Dh48yL///svNmzcFRPjVq1dISkoyefJkioqKSEtLIyoqiocPH7J48WK8vb2xs7PjwIED+Pn5kZWVhaqqKqqqquIzNTAwYMaMGVy9ehVJSUkcHBywtLTk48ePxMXF4eLiQr9+/QgMDGTw4MEEBgaip6dHWlqaSKnGxsYiKSmJvLy8cMDq6+uL9/q0adNITk7m9u3bBAcHc/78eVasWMGiRYswNjYGoGfPnmhqamJubs6hQ4eAH+n+7sPP+vXrGTZsmFCwGRgYYGVlRUFBAd37qtOnT7N161ZOnTrFly9fUFNTo729nZqaGnbu3Enfvn159erVfxW1/2UdOXJkS2BgIHfu3BGJkO75MxUVFS5fvoyioiIHDx7k6dOnzJ8/Hzc3N2bNmsXIkSM5ceIEfn5+KCoqoqioSElJCf369UNKSoqioiIkJSUxNTUVCcr+/fsjLS0tkkPe3t5oaGjQ0dHB3LlzUVNT486dO2zdupXU1FRcXV3R1NSkqqoKWVlZOjs7aWtr499//6V///7ExMTQt29fVq5cSVpaGlZWVtTW1qKtrU1mZiaHDx8Wc1nfvn3Dz89PgPlGjRqFrq4u+/btIzU1lZiYGJSVlfH19eWXX35h9+7dIvreDWA0NDTk7t27hIaGigdHt1i3srKStrY2bGxsqKioQEFBARUVFc6fP09wcDAfPnygs7OTtLQ00tLSKCsrQ15enpSUFJ4/f05FRQXh4eEkJiZy6NAhAgMDkZKSEhyv+Ph4Vq1aJRhLjx494tGjR6J0vmjRIvT09FBXV8fW1pbv378TGRlJZWWl0F2VlpYiIyMjErm5ubk0NDQwfPhw3N3defz4MZGRkdjZ2Qn9yoQJE5CRkcHLy4vly5czd+5crl27Rl1dHVJSUrS0tJCens7MmTNxcXGhvLycoUOHMnLkSN6/f09TUxMrV65k48aNBAUFsW/fPjZs2CCG6x88eMDr16/R0dHB19eXxsZGHjx4gJKSEsnJyfTv3x9NTU1aWlpYtGgRDx48oKmpieHDh7N3717S0tKIiIigvLxcvLiHDRvG+fPnGT16NDU1NcyYMYOkpCTy8/MZP348t27dQkJCgoEDB1JaWkpTUxPKysoMHTqUK1eu4OTkRENDA/7+/pw4cYIpU6aQnJzMjRs32Lt3L4qKinz48AElJSVaW1sxNzdHTk6OuLg4Fi5ciJaWFmZmZowZM4YFCxawYsUK0tLSUFRUpL29nc2bN7N//34BjrWxsRHi5dzcXLZv307//v0xMTEhOTkZTU1N7O3tBW9v1qxZwrhgaGiIjIwM0tLSZGRk0NDQIACjjY2NeHp64uzsTE1Njfg879+/z+jRo9m3bx8uLi58+/aN3NxcBgwYgJSUFJKSkujo6KCtrY22tjZlZWVYW1vj7u5Ov379uHXrFq2trTg4OGBkZERra6sIvjx8+JBx48ahrKws5gkvXrzIv//+y7dv37hx4waWlpYYGRnx77//oqqqSt++famurubYsWMsWbKEqqoqIV7vHqT+559/aG1txdjYGBsbGzo6OoiLi8PT01OoqrKyskQlU0lJSVSiy8rKSEtL4+PHj9y+fVs4cLtfnt16sdu3bwu/anp6ugCbtrS08Pr1azw8PPD29iY7O5sePXqIqpOtrS0RERGsWbOGkSNHIiMjQ11dHZqamhQVFXH8+HEeP36MtbU1T58+xcrKCn19fSZNmkRDQ4PQIeXl5VFdXc3kyZMJDQ1l2LBhnDp1Cnl5efz8/DA0NGTNmjV0dXUxevRoIiIiqKysZPv27cjLy/Py5Uu8vb3R0tJi9+7dSEtLEx8fz5cvXzhy5AhHjx7lp59+YvPmzWzbto2ioiImTpyIi4uLaGPJysrSp08fRo4cyfbt23FwcKCxsRFtbW3Onj2Ls7MzGhoa2NjYICMjg6enJ/X19RgZGXH79m1hE3jy5An6+vpMmDCBcePGcfPmTXG/dc/95ebm4uLiwuzZs5GVlcXCwgItLS0yMzMJCgqipKSEuXPnCj1TcnIyGzduFFVNV1dXbGxsBGevb9++yMvL09DQACCq4bdu3aKjo4MFCxYQGhpKc3Mzubm5eHh4ABAfH8/58+cJDQ3ll19+YdOmTWI+OisrS9wzHh4egkWpoKBAnz59cHNzQ0tLC3t7e/Lz8zl48CCKioo4OztTXFzMxYsXefXqFV1dXZSXlyMtLS08pd28UBMTE4yMjFBVVWX06NHo6+uLdHd38js1NRUfHx/U1dXJyMhg+PDhVFdXk5iYSEZGBg4ODvTp04evX7+Kg8yAAQNoaGgQz+nHjx+Tn59PXFwcubm59O7dm549eyIlJcXHjx8xMDBASUlJfKbe3t64ubmRlZVFQ0MDQUFBPH/+nE+fPmFvb8+DBw9wcnLi4MGDSElJMWDAABITE6msrGTevHlcuHCBr1+/MnToUNLS0nj//j2+vr6EhobS3t7+P+E5JP8f7n/+W/+t/9Z/67/13/pv/bf+W/8X67+KGnD8+PEtAQEBBAQEkJmZSWdnJ25ubjx48ICqqirk5eVxc3PjxYsXBAQEUFxcTEBAAFFRURgbG2Nvb09WVha6urrExsYyefJkKioqiI6OFmyatrY28vLyCAgIwMbGhoSEBA4dOiTK7U+fPiUxMZHs7GymTp3KhQsXRDRcRkYGZWVl3NzcuH37thjATU5OxtbWljlz5lBeXo6pqanw2n3//p2pU6fy4sULPDw8mDhxIo6OjhgbG/Py5Uvi4+NRVVVFWlqadevWsX//fhoaGrCwsKC1tRVJSUk2bNhAY2Mjffr04fPnzxQXF9Pe3k5sbCzTp0+ns7OTK1euMHXqVEJDQ0UySkpKioSEBGxtbUlMTOTatWscOnSIS5cuYW1tLWZ4Fi1aRHFxMQoKCoSHh2NnZydaJu3t7QKGWVpayrx58ygqKhKAVm1tbXEaevLkCRISEtja2pKQkEBRUREuLi7k5+ejqamJoaEhWVlZzJo1SwQn9uzZw8uXLwU53s3NDT09Pfz9/Vm0aBHXr1/HxMSE5uZmMceRnp7O5cuXxQybjIwM6urqqKmpsXTpUpSUlDA0NOTkyZNoa2vz/ft3MctibW3Nli1bMDIywtraGlNTU8Eo61aSlZWVMXz4cKKjo/n69SsLFiygs7MTaWlpbt26RXZ2NqmpqbS0tDBixAjk5eVpa2tDWVkZAwMDiouLefz4Mc7OziIafuXKFcrKygQq5sKFC9jb2/Pu3TsuXbpEcXExLi4uAjGQmJiIn58fKSkpjB07VoAnx48fT0lJiSC9FxYWkpKSgqmpKQkJCZiYmJCfn09JSQk6OjoUFBQI3Zm5uTn79+/Hzs5OMK3Onz9PS0sLd+7cITMzkw0bNlBQUMCjR4/4+PGjSMc+ePCAmTNnoqKiQnp6Om/evCEqKkqQ/01MTLhy5QofPnygoKAAd3d3nJycxH1RWVnJ0qVLCQoKIjw8nKamJtra2hgxYgT3799nx44dPH36lHfv3gmWVXfbs7s1HxUVhaysLFVVVaSnpwtnY3V1Nc7OzsLJOXfuXGRkZHBxcaGtrY26ujoKCgqwtLTk0qVLmJqa0qdPHy5evMjWrVvR1dXl3r17vH37Fnd3d8zNzbG3t2ffvn04OjrS0NBAcHAwDg4OZGZmiqr2mzdvsLGx4datW+jo6DB48GBOnTrF+PHjBRLEzMwMfX194UdtbW2loaEBfX19CgsLUVRU5NGjR5w7d47Q0FAuXLjAsmXLMDAwQFZWlry8PJFuGzFiBMrKysIEcO7cOc6fP4+7uzv5+fmoq6uTnJyMjIwM5eXlxMbGUlxcLGCjWlpavH79mtDQUPr378/u3buZPXs2Wlpa9OnTh7i4OHJycqioqEBOTg5jY2NR7T5x4gQJCQncuXOHAQMGYG1tTUdHBx8+fGDGjBniGfDLL7+wePFiRo8eLUwAEhISyMrKIikpibe3t2hN6+npISkpycuXL0lMTBSuWE9PTyIjI5k7dy6hoaFoamqirKyMt7c3r169QlZWFkNDQ1xcXOjRowc9evSgubkZKSkpdu3axbRp02hoaCAwMJCoqCgGDBjAzz//TGRkJFevXiUjI0Mo6qSlpdm5cyepqamoqKjg7OxMcHAw48aNE/y+3r17U11dLWw2NjY2dHV14erqyqdPnwQWpjt9GBISgqOjI6Wlpejo6PDo0SOKi4vZtm0bKSkpAhX15MkTdHR06Nu3L+/evWPnzp1cvXqV6Ohotm/fzp07d1i4cCE6Ojp8/vxZOF2VlZWpqqpi48aNhIaG8v79e+Tl5fn27Ztw9H748IHnz5+jqqqKk5MTenp6ZGVloa6uLviFO3bsQF5eHmtraxQUFEQ7ur6+nq6uLhQVFYEfIY/Vq1cjLy+PqakpJ0+eZN68ecTGxpKfn09bWxuenp58/vwZGxsb2trahGWmm2V4//591NXV0dbWJiIiggMHDjBq1Cja29t5/vw5o0aNEinYd+/eifnb3r17Y2VlxenTp7lz5w6TJk2iT58+lJSU4OnpiYaGBk5OTqioqAiLgrOzM58+fSIuLg5FRUW+fv3KokWLuHbtGg4ODsjKyvLzzz8TERFBr169cHBw4N27d//hOf7Xdfjw4S19+vQRs0ONjY2sXr0aCwsLurq6WLFiBdHR0QKM+fLlS968eYOEhARJSUl8/vwZW1tbSktLqa+v5+7du9y6dYvffvsNFRUVVFRUuHHjBuPGjSMxMRFPT0+UlJQ4deoUf/75J48ePWLGjBm4u7ujoKDAxYsX8fb2Rltbm/r6egGRjYmJIT8/n9LSUgYNGkRQUBCPHz9GWVmZrq4uMjMzRVshODiYhoYGjh49SllZGV5eXiJm3A1h7dGjB7NnzyYlJYVr164xaNAgrly5Ql1dHQsXLsTPz4/58+eTl5fHyZMn2b9/Pz4+PtTV1dHQ0ICCggK9evUiMzOTbdu28e7dO7q6ukhPT6eqqgpdXV26urqQk5OjrKyM/Px8Mfi8detWlixZwvjx4/n48aMYeK6traWzsxNnZ2eys7NJSkoSiUJZWVnBRPr69StlZWUEBQWxatUqMdj66dMnzp07h4eHBwYGBsjIyHDkyBG2bNlCr169RPx71apVYiOyevVqtm/fjrm5OZ6enjQ2NtLZ2UlKSgqVlZWoqqqSn58vuFf29vbs3buXwMBAJk+eLF5Gnz9/5v3797S1tRETE4OJiQnq6upcuXIFQ0NDXr16xaRJk/Dx8eHPP/8U2pampibk5OSwsLDg06dPog3cPWBsY2ODpaWlkGwbGhoSHBzMixcvUFNT4+TJk0L5tWTJEuLj4+nRowdGRkYsXryYhoYGwsLCWLRoEZ6enmKTGBgYKOThCxcuxM3NTahmCgoKhEPy2LFjjBw5EllZWYqKiujs7KSrq4tRo0ZhZGSEt7c327dvR0dHR5gdFBQU8PT0JCcnh9jYWC5cuEBsbCx1dXWMHTuW8vJyAgICUFNTQ1VVlQ8fPpCRkcHIkSMxNTWlvLxcDOUCfPz4kcbGRpSUlCguLmbDhg2kpqZy7Ngxbt68yYcPH5CSkqK2tpby8nIKCgqIjY1lw4YNDBs2jNLSUiGyX7JkCdOnT0dJSYkbN25w+vRpHj58yNy5czl79qzYoKmoqHD37l1yc3MpLS1l8ODBbNq0CT8/P6KiooR8/dWrV9ja2uLo6Iivry9Dhgxh+PDh6OrqYmBgwPPnz5k2bRoFBQUoKCggLS3N6dOnqaiowNDQkLq6OlRUVCguLkZVVZWIiAhxHygoKFBaWoqCggJOTk64ubkhJycnWrJlZWUUFhYKXMXZs2fZsmUL79+/58OHD+zatYuxY8cyceJEYmJi2LZtG58/f2bo0KGcPHmSmzdvEh8fT8+ePampqeH169cCNFtZWUlCQgISEhLo6+uL7/LPP/9MW1sbvXr1oq2tjfT0dAIDA7l48SLKysokJiby6tUrXr16RU5ODhMmTMDa2pr169cTFxfHqlWryM7O5tKlS8Jz+/XrV9zd3dHR0WHz5s1i3iwuLo6QkBBGjhzJqFGjyM7OpqKigmnTplFYWIizszORkZEMGzaMiooKrK2tyczMRE5OjlmzZmFubo6ioiJ5eXmEhISwefNmpk6dKtASnZ2dZGdnM2fOHEpKSkhPTxe4FgMDA5SVlTlz5gyzZs3C0NCQCRMmCIRJVlYWr1+/pl+/frx69UrI3LvJAEOHDmXGjBk8f/5c+D0vXLggMEClpaVoaWlRVVXFs2fPyMjIYODAgWhqarJp0yYuXrxIVVUVaWlpjBkzhgMHDjBhwgRu377N4sWLuXDhAlevXuXu3bvCK/n582cxR9u9KfPy8uLXX3/F09MTY2Njzpw5w5MnT/Dw8CAjI4N58+bh6+uLsbEx5ubmODo6kpKSgrOzMxkZGUybNo2KigpCQkJQUVFh/vz5HD58GE1NTRwcHIiOjubGjRs8evQIR0dHamtrsbW1RVtbGwUFBcrLywkLC8Pf35/r168LJmd3YOvKlSv4+Phw8eJFcnJyhDfT398f+AEmP3DgANu2bUNNTQ03Nzf27NnD4sWLWbt2LUZGRpiamorWubKyMuXl5UhKSuLp6YmRkZHY+HfbcSIjI8nNzeW3334Toby0tDShQKyvrxeGho0bN5KQkEBZWRkyMjLExMQgKyvLkiVLWLRoEY6OjsjKypKUlMTatWuFG9XBwYHW1lamTJlCv379kJGRITU1lTlz5tC/f3+ePn3abTr6b6P2v6y9e/duOX/+PLKysqSmprJ27Vr8/PzEg1VOTo5Jkyahq6vL77//TkREBFu2bEFBQYFVq1bh4OBAVVUVX7584dSpUzx9+hQXFxfS0tKoqakhOzsbMzMznjx5wsqVKykpKRH2g/fv31NQUEBycjL19fX07dsXKSkpPDw8aGlpwcDAQED54uPjMTIyYvr06XR0dGBlZSWSg3fv3qWkpARjY2O8vLzQ1NRESUmJBw8eMGXKFKKjo3n16hWXL19GWlqa6upqAaNUUlIiPj5eCHn//PNPLl68KDY63Ry5Xr160dTUhJaWFkpKSjx//pwJEyaQn58vZO9ubm58/fqVlStXkpubi76+PnV1ddy8eRMZGRkyMzNJSUmhX79+NDQ0UFpair6+PnFxcVhZWZGfn8+1a9dwdXXl5s2buLm5ibmtsrIypk2bxo4dO7C3t2fJkiWkpKRgbW3Nxo0bmT59OrGxsZSUlFBVVUV1dTUTJkygtLSU1NRUevbsSVlZGaampjx79ozMzEzMzMz48uUL379/x8LCAisrK1paWoiLiyMoKIiysjI0NDTw8fHh+PHjyMnJMX36dFRUVIiOjiY3N5dv377Rs2dPUlNTmTt3Lra2trS0tGBvb09jYyMODg64urri6uqKlZUVZmZmVFVVsWnTJtatW4eHhweSkpLY2dkJXZKrqyuvXr0iLi4OHR0dlJSUiIuLIywsDBcXFyHg7qaB+/r6oqenJ7yqvXr1wtHRETMzM0JDQwkJCRGn5Js3b5Kfn09FRQWurq54eXkxf/58rl+/jqurK01NTbS3t1NUVISVlRVfvnwhJCSEI0eOMHbsWCwtLQkMDCQ5ORl5eXnWrVvH6NGj0dXVRV1dHYDy8nK0tLQwMDDg8OHDWFtbo6SkJOLz375949ChQ4SGhjJo0CDu379PaGgo+vr6AhobHh5OamoqlZWVpKSkMHjwYA4dOoSfn59w+6moqPD48WOMjIxob2+npaUFHR0dpKWlmT17Np2dnSxYsIALFy4QHh7O6dOnkZSUxMzMjGnTptG7d29+++03evbsyaNHj7CzsyMpKYkdO3Zw6dIl3N3dcXR0xNrampycHHGgun37Nj169ODChQu8efMGDQ0NsrKyCA8P5+rVq/Tv35+Wlhba2tq4du0aL1++ZNiwYUhKSuLv7y8qvadOnUJVVZXPnz9TX1/P+PHjuXLlCiNGjODvv/9m2bJlmJiY4ODgQEpKCuvWrUNXV5eqqira2tpob29nzJgxmJqaEhwczPjx46mpqUFOTg4zMzMiIiLQ0tKiuLhYzFSVlJQwcOBAFi9ezOvXr7l06RI+Pj48fPiQBQsWEBMTw7x589i1axelpaVMmjSJT58+0djYiJOTE2vXruXhw4f069cPFxcXfv31VwoLC1mzZg1Xr16lb9++aGtrM336dLq6uggICODu3btMmTIFLy8v9u/fL6qW7e3tJCQkcOvWLWbMmMG+ffvw9fXF39+fOXPmkJiYKK5Dfn4+enp6yMvL06dPH2JjY2lvb6eurg5VVVWkpKT48OEDubm5pKens2TJEuGsVFFR4c8//0ReXl6o/xYuXIijo6M4zPn4+FBaWkpwcDCNjY3IyMhw6dIlFBQURBCmd+/eXLp0iby8PPLy8pg9ezY+Pj7Y29vT1dUl0C0TJ05ERkYGQ0NDNm7cKPhnpqamYq5WQ0MDKSkp/vnnHzIyMlBSUuL9+/ccPXpU3BdZWVm4ubkxYcIELC0tSUpKQktLi8bGRszNzRk1ahSDBg1CXV0dc3Nzrl+/zvnz5+nZsyfe3t50dXUxbtw4pk6dSlhYGFFRUaxduxYJCQny8vJEoKW8vBwXFxfu3buHhoYGY8eOZc2aNXR2djJkyBBycnKor69HRUWFjo4OcR+9fv2agIAARo8ezZAhQ9i5cydjx47l9OnThISEUFVVJbBT7u7uNDc3C4/qyZMn+fjxI66uruTl5Qn+oaampvDC9u7dm0WLFnH48GEKCwsFF/Hw4cOUlpaSnJzMunXrUFNTY+3atSgrK1NWViZSouXl5QJr88svv5Cbm4udnR0xMTFoamqSlJREQkIC9vb25OTkCBNBS0sLtra26OrqkpKSQmFhIb6+vgKo7OjoSEBAAOrq6pw/f576+nrCw8MxMDBg//79XLhwgbdv3/Ls2TMmTpzI/fv3GTx4MNnZ2bS3t4tNfXR09H8btf917d69e8svv/yCvr4+dnZ2FBQUEBUVRWhoKL179yY/Px9ZWVnU1NTEBVRSUsLU1JThw4cL+KOFhQVZWVkcOHCAoqIifHx8RIWouyVSU1ODoaEhnp6evHr1irq6Onbt2sWoUaMYP348K1aswN7eHlVVVUpKStDV1WXXrl2kpKRQXl7OzJkzefv2LbKyssTHx9PQ0ICGhob49ykpKbx69YqKigpev36Nvr4+Y8aMQUdHB2tra8rLy7G1taWpqYnAwEDq6uo4fvw4ampqBAQEICMjQ1hYGBs2bGDXrl14e3sLQe3bt29JTEyktraWwMBA7t69S3NzM2VlZaxbt47y8nJRXTI1NeX9+/eiLePv74+xsTEqKiqoqamRnp7OihUr6NevH2PHjuXgwYNER0djYGBAeHg44eHhmJmZ0dbWJgZL58+fL/hsycnJjBs3jvv372Nra8u5c+cwMjISfLHZs2dja2vLlStXePv2rfhiqKioYGhoKPhMKioqQtTbLR///v07y5Yto7OzEwsLC54/f87EiRNZtWoV+/fvR1NTE0lJSfEgCQ8Px9fXlylTptDc3IyJiQkXLlygurqar1+/oqurS3JyMoMHD0ZeXh5HR0csLCwYN24c8+bNIz4+nn79+mFhYYGdnZ2A5Lq5uZGfn4+GhgZJSUmEhIQA4ODgwJcvXwgODhYVnm5Ni5SUFEpKSjg7O7N27VqBU/j999/58uULTU1N9OvXD3l5eZYuXYqUlBSFhYV0dXWJjd6ECRPw9PQkLy+Pc+fOsXTpUiZMmCBeBt1uxsDAQGpqakSV09jYmK6uLiwsLDAzM+Pbt28cPnyYgIAAUanQ1dXlyZMnvHv3jvXr1yMrK8uJEycYNGgQUlJSAregr68vgh1TpkwRvsxFixYxePBgTpw4QY8ePVi1ahXHjh0TIZbu72Q3iiQ2NhZzc3P27t3LrVu3CAkJYerUqcTFxdHa2srly5d59OgR6urqjBs3jhMnTuDo6EhbW5vYeL58+ZKuri6SkpKorKyks7MTKysrfHx8aG1t5du3b3R2duLj40NWVhZbt27lt99+Q1VVldraWlHZ6W7Fd/PDzp8/zy+//EJgYCD29vZUV1dz+/ZtMbIQEhLCly9fqKysJDIyEh8fH+bOnUtGRgb6+vokJCSgpaWFnJwcGRkZBAQEkJaWRkJCAlOmTKGzsxM9PT3a29tpb2/Hy8uLNWvWsGrVKmRkZIAfcOLNmzfT3t5OaGgojx8/prOzk61bt4oKh729Perq6ujq6vLPP/+wcuVK9PT08PDwEAiIo0ePEhISQlBQkBC1X716lZEjR4pOQE5ODllZWdy4cQMHBwcOHDjA1q1bBV8rKysLQ0NDJk2axNWrV1m2bBkFBQV4eHiQlJTE0KFDWb16NU+fPkVOTo5x48Zx+PBh5s6dK6DQL168oH///ty6dYtZs2axZ88eBg4ciImJCfLy8lRXV3Pq1ClmzJhBQkICpqamAsvR0dHB06dPGTp0KCNGjKC6upqAgABkZWUFpFdXV5eEhATKy8tpa2tDQkICX19fSktLMTc35+jRo6IKGhUVxaRJk0SFa+XKlZibmxMREYGPjw/y8vLIyMiwe/duysrKMDIyIjk5GQ0NDVRUVApGpw4AACAASURBVOjTpw82Nja8ffsWb29vevToIej3CgoKImBWX1/Po0ePqKmp4d27dyLYZWFhgby8vAg3jRs3juDgYLKzs9m3bx9eXl7o6+uzadMm4uPj8fX1ZdKkSWRnZ2Nubk5nZyclJSVkZmYye/ZsLCwsmDdvHgcPHmTTpk0YGBhQVVXFqlWryMrKEsnOmzdvCiixqakpR48exc3NDYCcnByUlZUJCwtj7dq1LF++HFlZWTw8PPj333+pq6ujtraW7OxsKisriYmJoba2lvfv36OqqiqA9H/88Qdjx47Fz8+PK1eu4ODgQHNzM4GBgdjY2AA/CAdBQUE0NzeLZ11SUhJ9+/ZFVVUVT09Pnj17xi+//MK1a9fYunUrJ0+eZNSoUYIl2N0ZWLhwISYmJmzdupXg4GDu37/P3LlzWb9+PQAFBQX07t0bZWVl1NXV8fLyws7OjtDQUGpra1FTUxO6rWfPntGzZ0/u3btHZmbmf63P/3WdPn16i5OTE3/99RcNDQ1UVlYKOfvbt2+RkJBAQUGBRYsWsWrVKj5+/IiVlRVjxozh4MGDfP/+XSAZdu/eTVVVFWFhYURGRjJlyhSsra2RkZFh4MCBGBoaip57Z2cnkydPZvHixQwfPhw1NTXhPXz27BkjRowgOTmZpUuXMnr0aAIDA6mtrUVJSYk9e/awfft2evTowZ9//sm3b99wdHREXl6enj17MnjwYFGOHTJkCKdPn+bDhw/079+fYcOGER8fj6amJnZ2dgQGBoo5rLdv3/Lvv/9SXV2NkpKS8Cj6+fnx008/4enpSUdHB0+ePBFfvn79+tHe3g7AtWvXWLt2LWfOnKGiooLs7Gw2bdrEsWPH6NOnDxoaGigrK2Nra4ukpCT9+/dHVlYWa2trIe89fPgwQ4YMwc3NDXl5eSHuzsjIwNDQkAMHDjBx4kTev3/PhAkTBJ1//PjxeHp68vXrV168eEFkZCSfP3/mwIEDfPz4UbQl4AfcUV9fnwcPHmBoaEi/fv0oLy/H29sbOTk5qquruX//Po2NjYwdO5bs7Gx27NjByZMnBei4q6uL1tZWFi9eTGRkJP379yczM5NRo0ZhamrKsWPHBED48+fP6OrqsmXLFtE6yczMRF1dHRMTEzw8PLh06RLr1q1j27ZtxMTE0LNnT3x8fHjz5g0vXrxAWloaLy8vUfkpLS3l0aNH6OjoCHUJ/CBvNzQ00NzcTHJyMp8/f8bS0lLYBbS1tRk5ciSPHj3C09OTpUuXMmbMGPT19Zk5c6bQkhkaGlJZWSnUPv7+/khJSTFlyhSMjIx49uwZ27ZtY+HChVRWVuLj44O+vj5GRkZC0G5ubi6qt66urhw/fpyJEycKUO3169eZNm0aCQkJoj1cUFBAY2MjFy5cYPz48bx584aOjg769+9PZGQkvr6+YiNkb29PbW0tJiYmeHt78+eff4pqTffMVWdnJz/99BNmZmbU1NQwcOBA6urqRFVbQUGByMhIZGVlxczNb7/9RkZGBtu3b6e4uBhZWVm2bdvG9evXCQsL4+3btzg4OPDrr7+ycOFCcnNzBb1dWlqaMWPGEB0dTXV1NZGRkVhZWXHp0iVGjRqFtLQ0hw4dYvTo0fTu3ZuZM2fy/v17AgMDuX37NnZ2dlhaWtLZ2UlmZiZ1dXUEBARw7tw5ZGVlKS8v5/nz52zevJm2tjZ27tzJiBEj6Nu3L5aWlpiYmIgkaUpKCiYmJkJ9ZmdnR3JyMk+fPkVTU5Nly5Zx9uxZOjo6xIxkSUkJS5cu5eHDh1y6dAkTExNMTExQUlJi4cKFfPnyhRcvXpCTk8OmTZsYOXIkb9++ZdCgQbx//578/HwePXrE+vXr2bNnD9++fWPs2LHC23n//n3k5OQ4c+YM379/5/79+9TU1KCkpCSqWkePHmX+/PlISUnx6tUramtrefz4MWfOnGH69On8/fffeHl5ERgYKBLzf//9N5qamjg5OTFlyhTi4uKwtLQkIiICS0tLlJWVGT9+POHh4dy6dYvFixdz9epVtm/fzoYNGwgNDWXWrFkMHTqUrq4uXr58iaurK2/fvuX9+/e8fv2azZs38++//xIUFERQUBBxcXGizfj161f++usvEhMTOXjwIGPHjmXv3r14e3uLdrGDgwO//fYbWlpaAnquqKhIVVUVMTEx/Pnnn6IqaW9vj6ysrDhEhoSEkJWVhbOzM0+ePBG4mvr6embPns2ePXsErysxMZGcnBzOnDmDlJQU165dY+/eveTk5KCnpyfMAGfOnGH58uUMHTpUgGMzMjK4fv067u7u5ObmYmNjw4IFC6ipqcHGxobDhw+TmppKQUEBiYmJHDhwgPfv36OkpMTAgQO5f/8+2traDBs2jJs3bxIVFYWKigojR45EQkKCK1eucPnyZZydnbGysqJHjx5s3LgRY2NjdHR0qK6uZtSoUXR2dmJmZoajoyMhISHo6uqSnp7OxYsXWbt2LQUFBdTV1aGtrY2Ojg5RUVECtJ2SkiLUej4+PigoKPD27VsqKiro168flZWVJCYmYmVlhY6ODsnJyZiYmAiuYHFxMQ0NDaSkpDB06FBCQ0Oprq7G1dUVPz8/+vTpQ2BgIO/evUNbW5uuri4eP36MgoICgwYNQkZGBgkJCbS0tJg6dSqtra1IS0sL3WNCQgKKioq8ePHiP9fn/7q2bdu2pVtFUVJSwtmzZ5k+fbqQpT9//lxcEA8PDxITE3F2dubNmzdMmjSJhw8fUl1dLZAPcnJy/PHHH2zcuJGqqiq+fv3KnTt3xDxZYWEh69ev58CBAxw5coTjx4/z+fNnvL29hSB41qxZFBYWoqqqyooVK7h58yZSUlKkpKQQGxuLvb09lZWVovLXp08f0Qpqb28nIyODoUOHYm5uzq1bt8jIyKC6uhpHR0euXr3K5s2biY6O5tq1a/j4+AjmU/egvLGxMa2trTQ2NjJt2jTc3d1JTU2lvLyc/Px8nJ2dhbZIRUWFDRs2YG1tzejRoyktLSU7O5uZM2fS1dWFiYkJZ8+eZejQoQJu2e1g69u3L2vWrCEqKkqwxw4ePIi6ujrS0tIEBAQILcjmzZvp06cPBQUFVFdXk5+fj6SkJPn5+SQnJ+Pn58eiRYtYvnw5CxcuZNasWRgZGeHl5cXChQtxcnIiMTERX19f6uvraW5uJjMzE2VlZRYuXEhYWBj19fXcvHmTpUuX4uzsTM+ePZGUlMTLy4vMzEyqqqooLi5GV1eX4uJiqqurefLkCWFhYUhKSvLx40d8fHxEFbaoqIjRo0fT3NyMkpISkydPZuPGjYwYMQJ1dXXhuHv27P+wd6ZvPaf9Hz4r2tOmTWmRkhaSlLRKG0pE2XfC2JfuGfsy9n0b+y5LMdZKJNooIYUipZSa0r5pV78Hc3Qdx+/Z/Qfc3+PwbOYYE9/P57re79frPBOpqKhg7969REVFMWHCBMzNzUlOThaokblz56KsrEy/fv3Ys2cPt2/fRk1NjcDAQLS1tVm2bBlZWVmMGjWKtrY2Ll++LB5yNTU1tLe3i0xadHQ0pqam7N69m87OTmxsbJCUlOT27ducOHGCM2fOUFZWRkVFBVJSUhgbGyMpKcmhQ4dQVFQkOjqa8ePH8+LFC1JTU3n+/DkGBgaUlJQIVU3XCtPAwIBu3bqxc+dOxo0bx5AhQ1ixYgXR0dF8+fKFhw8fsmDBArKysvj06RNVVVXiALxt2za8vLyIioqisLCQBQsWICMjw/v374mIiGDChAk4ODgQGxvL7du3CQgIQEtLi46ODvT19Rk+fDitra307dsXW1tbRo8ejYyMDNXV1Rw8eJDOzk46OzsZNmyYKGRYW1szc+ZMZs2aRVJSEnl5eWzatAlfX19CQ0ORlZUlMDCQiIgIpKSkBFKhtLRUZIpSU1MFG3H79u00NzdjYGDAnj170NHREWuXYcOGoa6ujpWVFV+/fmXSpEmUl5dz4cIFXFxcyM/Pp7OzU8Cow8PDUVJSYtWqVcTFxZGXl8fGjRvR0NBg5cqVlJeXU1tby5o1aygvL0dRUREfHx/69OnDli1b8Pf3x8zMjFOnTpGbm8vkyZOFs9Ta2lr4EfPz8wkLC8PCwgIXFxeBCOma8A8YMIARI0YQGxvLq1ev+PXrF+vWrcPCwoKgoCCamprIysrCzs4OPz8/WlpamDdvHs+ePWPbtm1kZ2cLGwb8yyLMyMhgyJAhuLq6MmXKFE6dOoW1tTUDBw4kOjqawMBA3r17R05ODp8+faJnz54kJyfT1NSEpaUlFy9epL29HVVVVUxMTPjx4wdmZmYCRpqUlISBgQGfP38W0QV9fX2mTZtGz549mTdvnuCtXb58mdDQUEaNGoWRkRFfv35l+PDhaGlp8fr1a0JDQ3ny5AmTJ09m+vTpzJo1S1xIDAwMSEpKQkFBgaysLDo6OnBzc+PIkSN0794dHx8frl69KjzP8vLyfPz4kU2bNnHw4EEmTpyIubk5Li4uPHr0CEdHR/HyLyoq4vTp00K9N2XKFKGwGjt2LPb29ty9e5fNmzeLVXptba0IzPfr109cSoyMjDAyMhI4ii4R+YIFC9DV1eXw4cMMHz6cFy9eEBoairy8PM7Ozmzbto1x48ZRWFjI3LlzkZeX58GDB9jb2yMjI8M///yDmpoa3759w9bWFhUVFQ4fPsyCBQuIjY3F1NQUe3t7Zs+ejaKiIpGRkVRWVhIZGcnnz58JCwtDW1ub9PR0kcfMy8vj4sWLmJmZMWXKFM6dO0dmZiZHjx5l2LBh7N69m2XLltHa2oqSkhI3btzAz88PGRkZXr58ycWLFykuLkZHR4cBAwYwbNgwGhsbuXfvHvX19TQ0NBAREcGUKVPIzs4WxRgdHR00NDRQU1NDT08PMzMzioqK+PjxI79+/UJKSoqbN29ibGyMh4cHoaGhuLq68uLFC/Lz87G2tmbatGksWrRI4H6Ki4t5+PAhAQEBPHjw4H+rz//2c/z48S0BAQGsWrWKuro6jh07ho6ODg4ODoSHh3P79m2hf8nPz+fu3btkZWWJW/7+/fuZOnUq/v7+PH36lHnz5qGtrc3Tp09RVVWlpaVF5FJu374t/IQGBgaMHTuW0NBQgoODUVNTIzc3F11dXa5du4azs7NQS3l6eqKvr8/27dtZu3YtRUVFFBQUoKSkRFRUFJqamhw7dow1a9YIrk99fT3Z2dlYWFgI5dPNmzeZM2cOOTk5jBs3Dh8fH44dO4aqqipXr14lIyMDGRkZ/Pz8kJOTo3v37iJYLy8vj4SEBBUVFeLgYmlpSXNzM927d2fmzJm8fv2aVatWsWnTJt6+fYu3tzdbtmzB2dlZSIWVlJRITEwUN6kLFy5QUlLC+vXrUVRUpGfPnnR2djJw4ECOHz+On58fysrKPH/+nJaWFvFr0KBBQt308eNHZs2aRWpqKrKysrS1tVFeXk5WVhYbNmygoqJCNMba29tJSEjg69ev/P3336xevZq6ujoSEhJwc3NjxowZyMjICOBvYGAg9+7dY/ny5UyZMoXCwkJKS0txdnamZ8+ebN68mRkzZvD3339TX1+PpKQklZWVvH//np8/f2JhYcHJkydRU1MjJSUFXV1d6urqKCgowMXFBW1tbbKzs4UrdOTIkSgqKlJbW0u/fv2wtLRkw4YNYmr67NkzvL29mTt3Lr6+vlRWVpKXl0dZWRkODg5UVFQgIyPD5cuX2bNnj/DprVmzBmlpaY4fP05YWBi7du3ixIkTaGlpcePGDd6/f4+vry+RkZEsXboUb29v3rx5A/yrMDp+/DinT5/GyMiIN2/eIC8vT2xsrCiVLFq0CFNTUwGzTUxMFNyoUaNGMW/ePD58+MDt27dpa2ujs7OTK1euMG3aNKqqqkQ7sLm5GXV1daqqqli3bh1Xr15FUlKSDx8+CNfsvXv3sLOzo7OzE1lZWcrLy8WB/v79+8TFxYnM0F9//YWioiI2NjY8fvwYSUlJtm/fzvTp01m2bBlubm58+fKFCRMm8PLlSywsLITBIiIigiNHjhAXF8eiRYu4c+cOvXv3pqWlRXxfW1tbMTQ05Pbt28jKypKfn09wcDBr167l8+fPODo64ubmhoODA7W1tYLr1KUdkpOT4+3btxgbG2NnZ8f169cZMWIEqqqqxMbGUlVVxYYNG4iIiMDFxYW8vDzc3NyQlpbG3t4eQ0ND0tPT2bFjB9+/f2f8+PFcu3ZNZOfevHlDenq6cGHm5eUJ2j/8C4Rta2vj06dPoqXX9VJPSkpi+vTpQuTu4uLC9u3b+f79O+Xl5bS2tqKjo0N2djYbNmxASkqK3r178/fff+Ph4UHv3r1FEFtBQYF+/foJ1VYX4BQgPj6eP/74AzU1NcF2MzU1xcjIiK1btxIUFERUVBRTpkzByMiIrKws5OXlGTduHMXFxeKypKmpSZ8+ffj+/TsJCQmMGDECJSUlTp48SVVVFe/evSMmJob8/HxGjx7NiBEjSEpKYuPGjYSHhzNy5EjS0tKQk5Nj5cqVFBUV8fPnTzw8PNDQ0MDS0pL09HRcXFyEF3nPnj1cvXoVd3d3jI2NCQsLo7y8nM7OTlavXk18fDyDBg0iJSUFV1dX4uLisLGx4c2bN6SmpjJx4kRxCWtra6O4uJg5c+YQFRWFvr4+P378ID4+ntraWoyMjJCVlUVKSoq8vDykpaX5/v07hw8fZvTo0bS3t6OhoSF0b3fu3OHp06ckJyejr6+PlJQUe/bswcTEhJqaGqysrIiOjqagoAA3Nzdu3brFpUuXWLJkCZMnT0ZSUpKOjg6srKwIDw8X34Pk5GSys7Nxd3fH3NxcHETev3/PkCFD2Lx5Mxs3buTUqVNUVlZiZ2eHqqoqiYmJyMjIMH78eP78808xuOj6d+bMmcOPHz9obm5m8ODB4qBlamqKoaEh27dvx8TEhOrqahwcHFizZg1RUVH4+/sD/647NTU1WbBggciFxcXFUVFRwYQJE/j+/TtRUVGMGDGCxsZGZsyYQUVFBfHx8Zw9e5bFixeLEky/fv0YMWIE+/fvx8fHh9raWm7duiXW6/7+/sjIyJCTk8Pvv/8umroWFhaUlZUhLS3N4cOHRVZwx44dODs7i0tx3759uXz58n/FUfvfQY1/M2pr1qzh8uXLzJ07l927d3PixAkOHDjApEmTqKioQENDQxy4uirPnz59YtCgQYwfPx4dHR3i4+OZMWMGu3btonv37rx//56UlBTS09MxNTXl3bt3mJiYsH79ejIzM3FxcSEsLIxly5Zhb2/P+/fvhZ9MQ0ODly9f8vXrVwIDAzl79iwWFhYiTxEaGsqZM2eIjo7m5s2brF27lpiYGJ4+fYqTkxPXrl3D3d1dNLlaW1upr6+nX79+LF26FD09PTo6Onj79i1FRUUYGhpSVlZGTU2NeDD27NkTV1dX2traSE5OpkePHrS1tXHnzh2xXupyqdnZ2WFqasrr16//389r69ataGhoiNvpypUrhQLH3d2dyZMn09DQwKhRo1izZg3Pnz8XL/SysjIyMjJoaGjg06dPJCQkCGDphw8fBIC1SzrfJVZPTk5m8ODBLF26lEGDBok2WkFBAdLS0qSkpBAdHU12drZYFR86dIjIyEhCQ0Nxc3Nj4sSJHDlyBC8vL7y9vVm9ejVXr15l8ODBNDQ00NzcTP/+/fn16xcaGhriAdnc3Mzly5dpbGyksrJSNKEmTpxISEgImzdvprq6ml69elFUVESfPn349esXd+/eZd68efz69Yv4+Hju379PXV0djY2NbNu2jcmTJxMYGAj86xd8/vw5hw8fRlNTk+zsbH7+/Im9vT01NTXCY1pWViZeZJqamhgaGnL48GH27t1L3759CQ4O5sWLF4wfPx4vLy9GjRrFgwcPWLlyJWVlZURFRTFz5kw+fvyIhoYGtra2NDY28ubNG9TU1FBTUyMpKYlZs2aJrNXdu3fJyMigX79+5OfnM2PGDP7880/8/PwoKyujurqapKQkgQDZuHEjenp6REREEBISwrp16zAxMUFXV1cAWrt160ZKSgp+fn7ExMRQWlrKf/7zH3r06MHTp08JCAgQmbL09HTmzZuHtbU1w4cPx9HRET8/P7KysqitrWX06NFERUVRUFBAv379xM+ib9++NDY24uPjQ1lZGS9fvqSwsJD29nauX7+OtLQ0e/bsYeHCheTm5vLx40fk5eWZNGkSv//+O3V1dRgYGLB27VrS09NJSEhg8+bNTJgwgc+fPzNu3Di0tbUxNjZGS0uLmpoakZEKDQ2lsrJS+G2zs7MJDAyko6OD58+f09bWRk1NjXBMVlZWcu/ePVavXk3//v2RlZXlwIEDrF+/HldXVxwcHBg+fDi2trZkZmbi7e2NiYkJWlpaNDY2Iicnh6mpKU5OTkhLS9PZ2YmkpCT79++ne/fueHt7ExAQwNy5cwkODubhw4ekpqaSmZnJzp07WbBgAd26dSMkJISIiAghnu5qnauqqgKgqKjIhQsXWLRoEXJycjx79ozW1lZycnKEA1FPT0+87MaPH8+dO3coKSlhwoQJ9OjRg9LSUtTV1dHR0WHkyJFi2tqrVy8GDhzIo0ePeP78Oerq6ri4uLBixQqUlZVxcHAgKSkJZ2dn1q1bx9y5c5k8eTKenp4sWrSIRYsWMWjQIObMmUNLSwt79+7F1dVV/L8mJSUJW0gXmb66upqSkhISExNJTk4mLS0NPz8/oqOjWbx4MZs3b0ZDQwNFRUVWrFjBvXv3+P79O46OjqSmpqKhocFvv/1GYGAgra2touxw5coVVq5cSU5ODitWrEBPT4/x48dz8+ZNJk2ahImJichNl5WV4ePjQ1FREX/88YeINHQhTZ4+fcrIkSN58+YNK1euJCEhgYEDB2JoaEhOTg4GBgbie+zh4UFHRwcJCQm0trZSVlYm/Lvnz5/n8+fPInoD/zqeuxAtlpaWAoLdNTEvLCzk4MGDqKio8PnzZ1xdXSkqKqKmpoaKigpqampYvHgxGhoaLF++nK1bt4pDd3l5OU1NTRQVFbFu3TomTpzIpUuXaGxsREVFhefPn/Pr1y/Wr19PUlISBw8eFJnjgoICRo8ezY8fP5g/f77Ic0pJSXHu3Dns7OwYM2YMNjY2ODo68vr1a0pLS/H09KTL8W1tbU1xcTEhISHs27cPW1tbJk+ejKamJsrKyjQ0NNDU1ER2djZZWVk8e/aM0NBQvn37xo4dO9i0aZNQptXW1tLZ2cmvX7/o0aMHampq3Lp1iy1btjBkyBDOnTsnnNQxMTH/1UTtfwopYMCAAZ19+/blzp07Yi3VrVs30Yh5+vQpX758Ydu2bdja2lJRUcH169dxdnbG0NCQyMhI6urquH37NkFBQWhqaopAaHR0NPBvaHfIkCFcvnyZ5uZm3NzcOHHiBOHh4XR2doqJUWZmptDUnD9/npMnT7JmzRoAoaU4dOgQNjY2XL9+nevXr6OqqoqxsTHa2tokJCQwfPhw0XL09fUlMDBQiN2rqqr48uULVVVVlJaWMnToUGxtbVm8eDHz588nIyODNWvW0NDQgLKyMnfv3kVWVhZNTU3S09MB8PLy4sKFC3R0dCAnJ8eAAQNwdHRk+vTpPHjwgIKCAt6/f4+2tjZRUVHExMSgqqrKpUuXuH79OgC1tbWUlpYyduxYysvL6d+/Pzo6OmhpaVFbW4usrCyFhYV4eXlx/vx53N3dAZgyZYqgYuvp6XHr1i1Wr15Nfn4+Hz9+JDMzExUVFV69esWTJ0+IiYlBWlqa58+f03UpaWlpESuOkJAQZs+ezerVqzl69CgAo0aNIioqiuzsbIqLi0UuUFFREW1tbfbs2cPo0aO5ceMGAEZGRixdupSfP3+yZMkS0WDssk/MmjULFRUVFBQU0NHRob6+nqysLBoaGoQOy8/Pj2fPnqGhoYGVlRXe3t6MGjWKGzduMG/ePJSUlMjJyaG1tZVt27axceNG/vzzTwC+ffsGwLZt2ygqKmLMmDFi7Xj9+nUsLCxITk7mjz/+YP78+ezatYunT5/i5eXF9+/f8fb2xtPTEwBPT08MDQ3F7d/f358VK1awZcsW7t+/z8yZMzlx4gQjRoxg+/btXL16lYiICAYOHMi0adOAf2+1a9eu5cSJE/zzzz/4+PgQHByMlZUV48ePp3///mJt9PjxY/bt20deXh7r168nJCQEgNevX2Ntbc3r168ZPHgwMTExODo60rNnT8GWunv3Lhs2bCAtLQ1vb29OnTqFkpKS+N52NRcPHDhAz549WbJkCZaWliQlJTFnzhzs7Oxob2+nf//+ItCfkpLCsmXLhEbm8ePHmJmZERsby7hx43j48CHa2tro6+sLk4S+vj6SkpLs2bNHtDotLS3Faq+jo4MpU6bwzz//cOLECZYtW8aCBQvQ0dFh1KhRAtHg7OyMgYGBmFT//PlT6J9iY2NJT08X3+Px48ezdu1aAgMD+f3336moqCAwMBA1NTUOHTrEzp07BYLE1tYWAGlpaQoKCrhz5w6xsbGoqakxd+5cTE1NxTQmIiICNzc3kfXcuXMn7e3t2NjYiL/r9+7dQ0JCgnHjxjFo0CD8/f1Zt24dAwcOFBNuNzc3CgsLKS8vFxaHOXPmAFBZWYmkpCSNjY1cu3aNiIgITp8+LdRGLi4uFBYWirxo18+5sLBQRDSeP3+OtbU1PXv25O+//8bHx4e4uDgUFBQ4dOiQiA+kpKRQV1dHWFgYQUFBguEIoKWlxcOHD5GWliY6OppXr16hoqLCunXr0NfXJyUlBVNTU8rLy9HS0iIhIQEXFxfBcARoaGggNTWVyZMni1xbr169xKRRUVGR169fM23aNI4ePcrmzZtxd3dn6dKluLm5AXDmzBl69eqFr68vRUVF6Onp8e3bN1pbW0W+VEFBgS9fvuDk5MS7d+948uQJv//+u9BkdT27ABITE3F2dubs2bP4+/szQrx+hQAAIABJREFUcuRIQkND2bFjB3Z2dlhYWJCZmUlkZCSPHz8WcvqTJ09y8eJFNDQ0xH/Lzs4Od3d3pk2bhoeHB/r6+mzcuBErKythkejafgDcv3+fpqYm4uLiyMrKEs+ptLQ08XeoK/t3/fp1bGxsKC4u5ujRo4wYMQKAZcuWsXnzZrZu3cqAAQMEdaB79+4cOHCABw8e4OjoiIeHB9++fRP/zKhRo/Dz8wP+VQOWlZVRWFjIkydPOHHiBFeuXMHV1ZXu3bvTq1cvrl69iq6uLpGRkRw4cICMjAwGDhwonqfa2trs27ePtLQ0hg4dSn19PRYWFly6dIlx48ahpaXFuHHj2LBhA/r6+vTt2xd9fX3WrFnDxIkTAZg8eTJBQUGMGTNG8N1qamoYOHAgKSkpLFq0iIyMjP8ppP6bz8aNG7d4eHigqKiIg4MDBQUF/PXXX/j7+6OsrMykSZMEJyc5OZm8vDxevHiBt7c3Ojo6WFlZCVhlQEAAiYmJ1NfXC0+itrY2AQEB3Llzh9raWvbu3YuWlhYuLi4cP36cfv36sXXrVrKzs1m8eDHfvn2jqKgILS0t8vPzWb58Od7e3kIL0tnZyY4dO4iKikJaWpphw4YxfPhwbt68SVFREaWlpUyaNAkPDw9Rse7RowctLS3Y2NigqKiIkpIS3t7ePHv2jIcPHxIUFERJSQkDBw4kMTERe3t7AI4dO8bnz5+ZNWsW6urqGBkZ0dnZSb9+/QgMDOThw4diZamoqEh9fT3h4eE4Ojpy+fJl5s2bh5eXF83NzSQkJNC7d2/k5OSIjY1l/PjxyMvLY2ZmhoSEBJGRkXTv3p2GhgbKy8s5efIku3btEpmUbt26oa+vz6tXrygpKSE1NRUHBwcyMjLYtm0bO3fu5MePH2Jsv3DhQkpKSpg/fz5KSkr06tWLU6dOMXToUIqKigTUsLOzk9OnT4tqeGBgIIWFhaxatQoVFRWRzdqyZQu3b98WiI6uKVfX1Kerhevg4MDdu3fFSygkJAR9fX0GDx7MunXrRGGgT58+NDc3o6ysLKC+3bp14/Dhw5w/fx4VFRW0tbWprKzE2tqarKwsoYvputl1sd6KiopYtWoVs2fPJjY2FnNzc1paWjAxMeHJkyccOHCA9vZ29PX1KSoqomfPnqiqqqKhoYG6ujp9+vQRZYB3795hZGSElZUVOTk5BAcH8+bNG+Li4pCWliYoKEiwy7S1tcnJyeHFixe8f/+e1tZWpk6dKm7rkZGRYmo5Z84cpk2bxoEDB5CQkGDnzp2Eh4fzn//8hzFjxqCoqIiamhpSUlKMHDmSjo4OJCUlyc7OpqKiAgUFBXJyckTQ+vjx47x48QJ7e3uam5uRkpJi0qRJBAUFMWrUKB49eoSdnR0xMTE8e/aM4OBgtLS0uH//PlpaWmJt2TU5ffnyJQoKCgQFBXH69GkyMjJQUVEhLCyMjRs3cv78eVJTU8UqvIs32NnZyZs3bxgwYADKysoMHz4cNTU1+vbti4mJCbm5uTg7O3Pt2jVR5OlaIaupqeHq6sqmTZtob29HXl6emJgYrK2tOXfuHKGhoTx9+hQDAwOGDBnCwoUL0dTU5PXr1ygqKiIvL0/XJTMxMRFFRUUWLlwooLKzZ88mKSmJtrY28vPz/19hqUePHvj4+Ihnyr179/Dy8uL169eMGTMGgCVLlnD+/Hn8/PxQUVEhNjaWtrY24T6Oiopi9uzZKCsrs2XLFsrLywkPD6dbt25ER0cjJydHbm4u+fn5nDx5ksWLFxMTE8PZs2e5du0ajx49YvPmzTx//pzffvuNHj16kJOTw8+fP9HX10dBQYGAgACGDBkipj5VVVVISkri6elJdXU1X79+xc/PD3l5eQYPHoyBgQEdHR1s3bqVVatWifahpaUlT58+ZcmSJQIzoa+vT1VVFWpqajg5ObFr1y4uX75MRUUFM2fOZObMmTg5OTF16lSxal2+fDlqampUVVVRW1tLSEgIGzZsEPiGrjzzt2/f2LVrFzt37uTixYu8evWKP//8k7Vr1zJnzhyys7OJjY3lwIEDbNmyhezsbCIjIzly5AiSkpJkZmZSXFzM0KFDqaurY+nSpdTV1QmY+KFDhwRQvXv37sKXmZGRQf/+/YW6rLi4mPr6eubOnYuCggKysrK4urpSUlJCU1MTzc3NqKio4OTkxOrVq3FycsLZ2Zm6ujrOnDmDoaGhKFx1Ze4mTZpETk4OSUlJNDU1kZmZyadPnzh06BCDBw/G09OTTZs2MXjwYPr06UNTUxNPnjzB2NgYPT09rl+/ztSpU/nw4QNPnjyhsbGRmpoaysrKGDNmDMOHD+fWrVtYWloyYsQIzp49K1Aerq6uREVFERUVhZmZGWFhYVy8eJH6+nq2bt0qgOFd2jYZGRkaGhrYv38/EydORE9PD3d3d3x9fXF3d6etrU0gZsrLy6mqquLHjx/s2bOHw4cPM2nSJKKiorh27ZqIQRgYGAgMjI6ODvPmzSMzM5OhQ4eKDKuVlRVnzpxBUVFRxAkiIyPp06cPUlJSlJWV/dcTtf8d1IDw8PAtXRMbOTk5ZGVlOX78OG5ubjQ0NPDq1Su+fv3KggULRGbD39+fhoYGDhw4IEwBXV+Onj17kpqayrJly0hMTOTnz59oaWkB/4qiDQwMuHDhAvr6+tjb2xMREcHw4cMFgyosLIwhQ4YwaNAgzp8/j6+vL/CviLipqYn29nbMzMy4c+cO/v7+DBw4EDs7O6ZPn05jYyNDhw5FSkqKuro6cnNzOXXqlBBCR0VFkZeXh5SUFDt27GD+/PkitP78+XNmz57NkCFDWLVqFceOHWPs2LHMmDGDcePGISEhQXZ2NnZ2dpw6dYqsrCzev3/PmzdvGDZsGDIyMvj4+JCcnExHRwcArq6uSEpK4uPjg5KSEsnJyVRWVqKnp8eHDx9YvHgxRUVFLFmyhFOnTokq8+fPn5k0aRINDQ2C19XVEuryAn758oVp06bx999/ExERgb+/P4MHDyYnJ4empiYCAgLIysri5s2beHl5UVNTg4eHB6dPn2bJkiW4urry4MEDvn37hqqqKqqqqjg7O1NTU0N5eTmNjY0YGRnx+fNnHBwc0NLSQlVVlaqqKuTk5MRIX1paGk1NTW7duoWPjw8AVlZW4kXi6OhIXV0dmZmZjBw5UuA25OTkaGlpESDRvn378uPHD/bu3Uv37t0xMjKiqamJ+Ph4Fi1ahL29PRUVFZw9e5aJEydSUFAgHr56enriNtu7d29RaHB2diYiIoKfP38SGBjIkiVLiI+PR11dXTR9DQ0NCQ4OFpme1tZWFBQUMDU1FYew/v37M3XqVK5evUp5eTl5eXl4eHjQv39/9u/fL/hB06ZNIyUlhbi4ON6/f8/p06fJysoS62h/f3/Mzc0JCwtjwYIFPHz4kLFjx1JTU8O8efOQkpLi06dPKCoqMmPGDObPn09RUREZGRnIycmJYkVXo3jp0qV8/PhRsONiY2N58eIFr169om/fvnh7e/Px40cePnwogKYeHh6i+PLq1Suqq6uJiIjA29ub+vp6/vrrL3r16oWkpKTgIHYBcysrK6moqEBCQoKamhqMjY2Jjo5GWVmZoUOH4u3tzYQJE4S8uby8HA8PD2JjYxk5ciSxsbGsWLGC2bNnM2bMGBYsWEBhYSGjR49GSkoKDw8P7O3tefLkCR8/fuSPP/7AwcEBJycnAdHesGEDkZGRbN68mbq6Ov755x/09fXF5NfV1VVchnR0dHj9+jUtLS0CfFtQUEBcXBxxcXFUV1cLvmBJSQkuLi5kZGSwbNkycnNz6ezsZOjQoaSkpAjW2/bt26murubDhw8C23H79m2am5tJSUlh5cqVpKWlsXfvXsHNmzZtGg8ePCA/P5/+/fvj7u5Obm4uoaGh4rB369YtAYbtOhhu2LABMzMzvn37hoKCAvr6+qI1/u7dO3bv3o2npycNDQ18+fIFgObmZm7evMmvX7+4du0aurq6ZGRkMGnSJIGmqaqq4vHjx6Snp3P06FE6Ojr49u0bhoaG/Pr1i7KyMtFK9/DwYPLkyTQ3N3P69GkOHz5MdHS0wBTl5uZiamrK/fv3GTduHIaGhqSlpTFz5kxmzJiBrKwsjx8/RklJiePHj1NWVkZwcLBYTxsaGgro+KFDh7C0tKSyspL29nasra159uyZiALo6uqip6fHlClTiIiIICwsjLi4OMaOHcuxY8eYPn06nz9/FpfHqVOnYmFhwadPn3jy5ImYyP31118sX76cmzdvsm3bNpycnOjo6BBmGltbWy5cuMCoUaOora1lzpw5/P333+jo6GBsbMzZs2cpKirC2NiYtWvX4uLiwogRI0hLSxN8OF1dXcaOHUtqaipaWlrY2dkxatQoSkpKxFBARUWFqKgoxo0bJy5sJ06c4NChQ3h6evLy5UuOHz+OgoIC48ePR1lZmevXr7Nnzx6ysrJQUlLC0tKSvXv3YmlpKZ6Fc+fOpXv37rS1tbFw4UJx2CwtLeXnz5+sXbuW+vp6tLS0yMjIYMOGDcjJyWFvb09ZWZlobl+7do3S0lIKCgpIS0vj1q1bLF26lB8/fhAYGMiDBw9YsGABf/75J0pKSqxcuZJdu3Zx584d8TNXV1fHzMyM0NBQCgsL8ff358OHD4Jn+T88x3/52blz55YVK1bQ1NSEg4MDubm5WFhY0NTURENDA+7u7kRFReHi4sLJkydRUlKiR48enDlzBhUVFbG/lpaWJjQ0FDs7O3r37o2xsTG3b9+murqa0tJSgoKCaGlp4cmTJwwYMID09HTBzvLx8aF///4cOnSICRMmoKenR15eHo8ePaKsrIyUlBShRKmqqhJ6jpSUFCF4lpCQoLGxkfb2di5evEhAQAD29vZCidHVxOnevTuOjo6CV9WlFaqvryc/P59Hjx4xceJEOjo60NHREVJ5KysrevfujYmJCRYWFuJl8fbtWzFps7a25sGDB1RXV6Ovr8+HDx9IS0sjLy8PXV1dHj58KFg56urqLFq0iLdv3/Lz50+8vb3R0tJCW1sbNTU1tLW1aW5u5uzZs6xbt47ff/8dIyMjIXpXVVWlrq5OoCasra3p0aMHzc3NKCgo8PDhQ0pKSli1ahVubm6ikJGRkcHly5eJiYnh7du3nDlzhrCwMGbOnMmhQ4dQU1Nj2LBhFBcXc+LECRwcHNDV1WXTpk10dnYye/ZswY7KyMigsLCQwYMHU1RUxIQJE4iKiqJ3794cP36c0aNHk5OTg4WFBQcPHqRPnz58+fKFP/74Q6yqq6urSUhIYN68eairq5OWlsbRo0fp1asXUlJSQlpva2vLmzdvOHfuHOvWrUNHR4d79+5RWlpKcXGx0GBJS0uTmZlJeXk55ubmGBkZUVJSgpqaGu7u7piZmaGpqUlVVRUDBgzgwoULHDlyhGnTptG7d2/27duHtrY2urq6gpbv5OTE27dvUVBQwMHBgcbGRgH17NmzJ3p6egwaNAgFBQVUVVXJz88XRoDXr18zfvx4ZGVl6dGjB8nJySxcuJCGhgZOnjxJ//79cXBwEFMVc3Nz9u/fT79+/ZgyZQqvXr1ix44dJCQkcOvWLWprazExMcHHx4cNGzbg4eFBYmIi/v7+6OnpCbRMYWEhly5donfv3owYMQINDQ2kpKTo378/ubm5HDx4EC8vL7Zt24a9vT3du3dHTk6OmTNnMmjQIAYOHEh6ejorV64kKysLX19fcnNzKS0txcrKCg0NDRobG3F2dmbv3r0oKSkhJyeHoaEhsbGxonQSFxfH4sWLOXfuHLm5ufTu3ZsTJ05gY2ODmpoaqqqqtLe3U1xcjKenJ46OjgQHB5OSksKNGzeIiYmhqqqK2bNno6SkRFNTE3fu3GH16tV4eXnh4uJCdXW1aFmbm5vTq1cvmpubkZCQoL6+XhR4GhoaMDQ0RE1NDSUlJaqqqrh9+7ZYvT569AgXFxcOHTrEuXPnhGDbzs4ORUVFGhoacHNzo6qqipSUFBQVFdHX1ycuLo6tW7eyYMEC0bBbuHAhFhYWyMnJoayszLFjx8jLy8PBwQEzMzPWrFmDpaUl7969E1gfU1NTysrKkJCQoLS0lLq6Or58+cKSJUt4+/YtISEh3L59m+LiYlRUVJCSksLAwICHDx/i6elJXFwcKioqYmU8ffp0Hj9+jI6ODiEhIWzcuBFVVVVkZWXZsmULEyZMICQkhGvXrmFmZiYmnunp6UhLS6OoqEh+fj579uxh6dKlHDt2jNzcXPT09JCXl8fAwIDk5GTu3btHQEAANjY2hIaGMn78eFpaWvj8+TMpKSliur9+/XqUlZUpKyvDysoKeXl5gYCysbHh/v37vHjxAnl5efr164e5uTnh4eF8/fqVffv2oaOjg5OTE5cvX2bWrFnU19djYmLC+PHjsbS0ZPHixUhISJCUlMRvv/1GQkICvXr1orKykt69e5ORkYGjoyPr1q1DTU1NwMLDwsIIDw/HysqKUaNGUVFRwcuXL5k5cyZWVlYCNjtp0iTWrl1LXl6e0ORdvnyZzs5O8vLyUFBQEGtPIyMjZs6cycaNG8X33tjYmN9++42LFy+SmppKUFAQnZ2djB07lvj4eAoKCrC1tWXevHmirLN582Y8PT2RkZFBQ0ODpqYmMRHW1dXFysoKd3d3VFVViYiIoLy8HBUVFdTU1Pjw4QO9evUiJiZGlIB+/frF169f+fz5M2pqajx48EDwMxMSEpgxYwbGxsYoKyuTnJzM7Nmz+eOPP/Dx8RGXAnV1deTk5Ojfv79451+4cIG5c+cyYMAACgsLefnyJa2trSxYsIDm5mZu374tprfx8fFMnz6de/fu/e+g9t9+zp07t2XFihWUl5cLv9nff//NvHnzMDAw4MaNG9TX15ORkYGJiQkJCQnY2tpSWFjItWvX8PHxEbfJdevWCbBlQkIC9vb29OvXj4CAAAB2797N5MmTefjwIRMmTGDnzp1MmzaNNWvW8OLFC+zs7ITjbuXKlcyePRtXV1eePn3K/Pnz+fr1K+Hh4YIEf+7cOerq6jh06BDp6encunWL6dOnY2trS21trQA/hoeHk5OTIzRPXTk8Gxsbfv36Jb5wsrKyghuWmZkpMiGfPn3CwMBArF2/f/+Ojo4OnZ2djBgxgpSUFPLy8pCQkODHjx/07dsXCQkJfHx8eP78OVJSUixevJi3b9+SnZ3N1atXBbC1oqKCkydPIiEhwdmzZ9HW1hbZBR0dHXJzc5kwYQLp6eni5tvc3Ey3bt34+fOnsDAMHDiQs2fPionX/v37BSwzOjqaK1euoK+vz6lTpzA3N0dFRQV/f3+eP3/OrFmzBFDYwMBANEy7QqgXL14UE73NmzdjZGTE27dvaW5u5tevX+jp6aGsrMzq1atpaWlh5cqVzJkzh+TkZAoKCjA1NcXU1FQ8ELpu5evXrxdMuQMHDvD06VNaW1v5/v07q1evFqtkNzc3jI2NKSsrw9HREQ0NDdLS0oiPj8fa2hp5eXns7e25d+8ex48fR1NTE09PT7Zs2cKUKVN49+4dVVVV+Pv7Iykpyb59+5g/fz5v3rxBQ0ODffv2ERUVxahRo3jx4gXr169n586dgkOWn58v/InGxsb8/PmTO3fuEBkZycyZM4mLixMh665plYqKCmVlZXR2dvL69WuKior4/v07BgYGyMnJUVZWhpKSEpMnT2b37t1oaWkJpl9AQADy8vLU1tZSV1cnuGuysrL8/vvvHDlyBCUlJZydncUFQUJCQrRDW1paePPmDRISEujp6QnF17Jly5CSkuLs2bOcPHmSpKQkHBwc8PDwIDk5mdzcXAYPHoyUlBQSEhJ8+fKFR48e0dTUhKGhobide3h4oKCgQEtLC9bW1iJEXldXh5GREaNHj8bY2Bhra2uam5u5ceMG3bp1w9/fn/v377N8+XJUVVXx8vJix44duLu7Iycnh4+PDxkZGdy/f1+0f7ugy66urjx69Ihx48Zx6NAhvLy8iIyMZMqUKcTHx/PlyxcUFBT4+++/+fPPP3FwcODdu3fo6emJ39v79++xtrYmNTWVhoYG1qxZg5aWFubm5vTp0wcJCQlhDbGwsEBfX5/8/HzU1dWRkJBg2bJlrF69Gl9fX96/f8+yZcuQlpZm3LhxVFZWCr7g5MmTKSgoEE7kkydPMmfOHKytrampqcHZ2ZnXr19TUlKClpYW9fX11NTUkJGRgZ+fHz179kRTUxM1NTVevXpFUlIS7e3tAnHQ5Qp1cnIS38ugoCCRL9PT08PAwIAvX74QHByMsrIyx48fR1lZmStXrpCZmUlwcDDBwcH06NFDHCAyMzMxNzdn/vz5yMrKkpubS11dHSEhIYSEhBAZGcm7d++YM2cOAwcOxMjIiA0bNrBkyRLk5eUpKChATU1NTIzy8vLQ0tLi5s2b2NnZER4ezvTp08nJyRGctM7OTjEN8vf3x9fXFzMzM1pbW+nTp4941ufm5mJubs6mTZsYNGgQ27Zt4+TJkwwfPpy7d+8KOLK5uTnm5uZ8/fqVtLQ0pk+fTklJCZ8+fRLlg8rKSn7//Xfi4+Pp168fJiYmolizatUqPDw8+PHjBzU1NZw8eZJJkyaRkZHB3LlzBTe0KwuqoKBA3759kZOTY82aNQQFBfH+/XvhKu1y1FZUVNCjRw8uXbqEuro6e/bsEdukrjZ+VxavtbUVNTU1YWEYOXIkjo6O7N27l+rqapFn6wInjx07lps3b6KiooKqqioqKiro6uqKvJy3tzfp6elISkoyZMgQOjs7KS0txdXVlbdv3wpw7ZEjR5CSkiIjI4OCggImT57MyZMn+fHjh1jjd+FrZs+ezdGjR/n06RNPnz5l/fr1jB07lsuXL/Px40eKiorIy8vD1taWoUOHCnh+r169GDJkiLDj/G/1+V9+Dh48uMXPz4+QkBBkZGSEusjKygpJSUmqq6vZuHEj8+bNIywsTDgHPT09mTx5MleuXGHdunWifScvL4+NjQ35+fnk5eVRWlpKdXU19+/fF4oibW1t8vPzRXZMX1+f0tJS+vTpQ0ZGBiNGjODHjx/k5eVhZGSEs7MzEhISjB07Fj09PVF///r1K0ZGRnz//p1du3Zx/PhxPn36RF1dHXFxcVhbW9O9e3cSExOpqakhPz+fFStWkJ6eTmNjIwUFBeTl5Ykp27x582hqakJOTo53797h7OzM9+/f+fDhAwsXLkRPT4+CggJkZGR48+YNnp6ePH78mNGjR5OYmCjUKF5eXmRlZREeHi7gwa2trcyfPx9XV1dUVVU5cuQIq1evZvz48Xz58gVLS0scHR0pKSmhsbGRuro6vn//jr6+Pqampjx58oTPnz+LtZSLiwvNzc38888/ODo6oqqqysWLF5GVlRV+t65w8ZMnT5g9ezbbtm1j4sSJIuC6cOFCcnJyGDBggIA5/vXXX4wZM4b8/HyxIv306RMxMTEMHjwYXV1dAS7W1dVlyZIlwjOqoqJCYmIirq6uXLlyRfj2fvvtN3r27ElDQwPv3r1j+/btqKioUF5eTkFBAbt372bq1Km8fPmSLVu2kJycjIaGBpmZmVhbW+Pl5UViYiK2trY8e/YMIyMjbG1tGTlyJFFRUaKO7+fnh5qaGnfv3kVKSgolJSXu3LmDuro6tra2zJ07l4aGBvEzio2NxdfXl82bN1NYWCj+jLugvL/99hvfv39n+PDh7Ny5E3l5eRISEhg5ciQ/f/7EyspKZKV+/PiBlJQUTk5OhIWF8eXLF9HU/PjxI35+fvj5+bF//35UVFSoqKhAVlaWy5cvY2RkxPLlyzl+/DipqamEhYWRlZXFuXPn0NLSEvDTtrY22tra8PPzo66ujubmZpqamrh37x4dHR20tLQgJydHjx49GDp0KIsXL+bYsWOsXLmSgwcPYm9vLwL8XdynrjVgV0D8xIkTAjZrbm5OeXk5JSUlDBs2jKSkJAEMbWlpYciQIeTm5qKtrU1SUhKXLl1i4sSJYuqrqKhIaGgo69evp6Ojg4KCApqamsRES09Pj9DQUExNTRkwYAAlJSX4+/sTEhKCh4cHaWlp4s9RT09PGCK6DriZmZlCRp2YmCjsF8rKyqSmprJ161Z27txJVlYWUVFRrF+/XpDRR40aRXR0tDiMDxw4EC0tLaKjo1FTU2PcuHFiiq2pqUmvXr2IiooiODgYaWlpHBwchIpIS0uLBw8eUFtbi4SEBLW1teIw/uLFC4KDg4mLixNolR07drB06VKqq6tpbW3F09OTwsJCZsyYIQLfXWWE5ORkfv36haSkJLa2tkLQPXr0aB4/fkxMTAwWFhbo6enx5MkT7t27J3K0SkpKmJiYiOnckydPsLe3x8DAgD59+jB9+nQ6OjoEnyskJIQHDx5w9+5d0tLSuHbtGh8/fuT9+/eMGTOGPn36MHz4cCIjI/n27RsfPnzAyMiIhoYGJCUl8fDwYOXKlWzdupWGhgYePnzIhw8fxDthzJgx7Nq1CxkZGdauXcu1a9cEgy0tLY3U1FTBIrt+/ToaGhpkZGSQl5eHr68vKioqzJw5U9geiouLSUhIEHzFGTNm8OjRI/z8/Bg4cKBoZFpaWoow/IYNG9i4cSM/f/4kMTGR9vZ2WlpaGDZsGPn5+ZiZmWFgYEBERIRYLXd2dlJZWUl4eDiBgYHIyMhgbGyMl5cX586dY+nSpSJQf/36ddzd3cUqtGv6mZqaysKFC+nbty8HDhxg48aNzJ07l7dv31JTU8P06dO5ffs2a9asYd++fQQEBHDz5k1ev36Nt7c3vr6+IjKhoaGBiooKeXl5uLq64uvry5w5c/D398fOzg4jIyOkpaW5dOkSBgYGIrZy8uRJpk6dyrZt26irqyM/P5+hQ4fS1NRESUkJf/zxh3DvOjo6CnZpdnY2NjY2BAQE8OrVK8EPnD17Nurq6kKXtnjxYnR0dMQaHv47wRsTAAAgAElEQVSNwXRJ6PX09CgvL0daWprGxkZSU1P/h+f4bz+nT5/eoqenx19//cWrV6/Q1dVl0aJFnDt3jo8fP4pa7rBhw5CSkuLZs2f4+vqSlpZGR0cH6enplJWViVunvb096enp+Pr6oqamhrGxMR0dHcjIyNC7d2+Ki4vZunUrbW1tPH36FGdnZ+EFDQgIQFNTk8bGRrp164adnR0dHR306tWL69evM2XKFGRlZfnnn3+or6/n3LlzfP/+nU2bNgk5u7u7Oy4uLiKkD/D161ckJSU5fvy4ILnv2rWL0tJS5s+fj7KyMrGxsXR2dvL582ex8m1qaqK4uJhBgwZhZmYmnJhdL+eioiLk5OTYuXMnTk5OSEhI4OnpSXJyMrNmzeLjx4/k5eVhaGjIunXraG9vR11dHXNzc758+cLnz5+Rk5PD3d2d1NRUCgoKiI+P58yZMygpKTF9+nSuX78uLASampqizu3u7i5UH8XFxZibmzN48GCUlZVpbW0lODiYqqoqJCQkcHFxITo6Gh0dHdH+kpCQQEtLi7a2NlpbW6murhYA0ubmZvLy8qirq2PTpk14enoSGBjI/v37Wb9+PfHx8SgqKgoVz6FDhzAxMeHRo0ccPXoUKysrhg0bxo8fP/j16xcxMTGMGDFCqLy6KvmZmZm0tbUhJSVFZmYm165d49u3b5w5cwYvLy/s7e2pra3lxYsXxMbGUlBQwLNnzwSMuLCwkAEDBgg4s6qqKjdu3BA3uNraWvr27UtFRQVBQUFISUnR2tqKjY0NgwYNwtzcnPfv35OdnY2amhrdunUTVoOpU6eycuVKPn36RFRUFMOGDROj/D179jB27FjRnrKxsWH9+vWkp6cLeKuRkRFJSUmMGTNGTBNlZWWZOXMmb968IT4+Hjc3N0pLS7l69aqACLe2tmJraytC6ytWrODjx48YGRlx5coV1NXViYqKIjAwkPPnzwsjw7Fjxxg9ejQPHz4kLy+PQYMGcfHiRQ4cOMB//vMfevbsSZ8+fYiLi+PixYtUVFQQFxfHpk2bsLa2plu3bkhKSjJt2jQ0NTUFziInJ4fBgwcza9YstLS06OzsJDo6WvCfJCUl+fXrF56enpSVlTFgwAAWLlwoECxSUlLioFxQUEBpaSk9evTg9OnTTJ48mezsbD59+oSxsTFycnKYmZlRUVGBjY0NFy5coLS0lH379nHjxg2mT5+OkZERZWVlZGdn8+vXLwHT1dPTIzk5GUtLS1xcXOjZs6fAE/Tp0wcnJye6devGt2/fqKqqorq6moKCAiwsLBg0aBCFhYWcPXsWGxsbAQEeMGAAN2/eFHiOoKAgYmJimDlzJp6enuIAefz4cSwsLHBwcKC8vFwAcr9//86sWbN4+vQpEydOxNraGnt7e759+4aLiwv19fWMGTMGJycnYmJiqKysZPfu3VRWVoqikZaWFnPmzGHIkCEsX76c169fY2BggJ+fH8OHDxdoiNLSUhYtWkRQUBD29vYsXrwYXV1doqOjGTx4MG/evBGEey0tLUaOHImuri4tLS2iJf3161caGxtZvnw5mzZtIiQkRPC2PDw8OHToEEVFRQQFBWFhYUFERARtbW1UVlYSHBws8pK6urrcu3ePlpYWVqxYgaamJn379iU+Pp7GxkbGjBkjDri1tbUiU9wFHpaUlOTEiRN0796dAQMGcObMGSZOnEhpaak4VK1fvx4tLS369etHSkoKCgoKFBcXU1NTg6ysLLt27RIXDHl5eVJTU7l8+TK+vr68ffuW/v37M2LECMEw/PDhA6GhobS2thIeHk5bWxtGRkZISUkxZcoU+vfvT1hYGD9//qS8vFwo97oygZGRkYwePZpXr16hrq7OkydP+D/23jOqq2sP133oSJMqHem9iAiiWBBBBBFBAQt2sXeNsYRtT9REs2OJBWOJiDHWYCeCgmJBRGkiTWmC9CYdhPNhH+YY54xz7tj3jnG/ZX50DBFhrf+a6zff93l8fX1RVVXlzJkzrFmzRpwWFRYWMmHCBBITE6mursbX11dgU06cOMH+/ftJSkrC1taWxMREuru7cXBwEBEZf39/7O3tRQv70KFDREREoKWlBfznZcvV1ZXq6mrs7e25d+8eTU1N6OnpiZftzs5ODAwMuHXrFpqamuTn52NoaAiAgoICOjo6fPvtt6xcuRIrKyva29uRl5dnxYoVLF++nKlTp7JmzRrx4tzU1CRA40ZGRkyZMgUPDw+2b9/OsWPHOH78OEuXLuXevXu4uLhw9OhRent7/5mo/bfrzJkzO6OiooiNjWX27NlkZWVx//59AgICMDc3x9XVlVevXuHv74+6ujonTpxg5syZ1NfXM2zYMJKSkhg0aBB37tyhs7MTY2Njhg8fztWrVzE1NRX6KAkJCeEis7Ozo7KykgULFlBUVMS8efMYN24cb9++FZur8vJy7OzsOHXqFAUFBSxYsIDHjx+TnJyMtra2gLXOmzePqKgoIY5NSEigqqoKPT09kWsbOXIkzs7OrFu3DnNzc7Zu3cqff/6Jj48PFy9eJCcnR8BFJ02aRG9vL0OHDiUlJQVJSUm0tbWxtrZmz5492Nvb4+fnx5AhQ7C2tubOnTt4eXnx8OFDhg0bxrhx40hPT+fYsWNCjG1vb09BQQFZWVlUVlaK/JWzszMHDhxg9uzZPH78mJSUFIKDg7GzsyM9PZ2MjAzq6+vR0dGhpaVFBKDr6upwd3entrYWPz8/CgoKOHbsGB8/fmTJkiUcO3aMjo4OjIyMhJbmjz/+YM2aNZiamuLg4MDw4cNpa2sjODhYcHT6QZhGRkakpqaioaHB7du3aWlpEXkHQ0NDcnNzWbRoEfb29jx79oy0tDS2bt2KoqKioFI3NDQgKSnJ9OnTOXToEJKSkowcORIDAwN8fX1FU0xTU5OKigo2bdpEXFwcJiYmYnN1584drKys0NXVZejQoWRkZBAQEIC3tzednZ0cPXqU6upq3r17h5OTE21tbSxevJjOzk5GjBjBgwcPePnyJU+fPmX+/PkoKiqyYsUKbGxsGDZsmNhA9j/IfXx8BAutvLwcT09P/vrrLywtLSktLcXCwoK7d++iqKjI+fPnaWhoYPLkyRgbG1NWVoaFhQXFxcWEhITQ2tpKSUkJ8vLy6OnpkZGRIY7zhg4dyps3b4S5ISwsjLNnz+Ln54eBgQH3799HRUWFpKQkMaE6fPgwtra2NDU1oaamhp2dnbB09E8M+o/QpKSk2LdvH7/88gvXrl0jMDBQAKCrqqrERPzy5cusXbuWbdu2sX37diZPnkxMTAyOjo7Iy8szfPhwjhw5gomJCXZ2dowePZqMjAzU1NQE0qa7uxtTU1NSU1PR1tbGwsKC9+/fY2BgQE9Pj3hZ6FeTFRUV8fTpU+Tl5VmzZg3KyspkZWURFxeHt7c3O3fu5MSJE8THxyMrK4uOjg5paWmMHTuW3bt3C/r+vHnzcHd3x8/PTxwLGhsb4+XlhYSEBM3NzZw8eZLAwECRn7t79y4HDhzA09MTZ2dn/vzzT54+fSrasa9fv8bFxQV1dXUxRba3t6evrw8VFRXq6+uxtbVlzpw5WFlZMW/ePIqKimhsbBRHz7KysgKM3Y+p6Gci5ubmEhQUJI4QHR0dUVNTY/DgwcjKytLc3Cw0Pv1avZ07dyIhIUFRURHd3d0YGBjQ2tpKW1sbhw4dwsXFBQUFBcrLy8VmYsmSJYSHhzNr1ixGjBjB1atXcXd3Z//+/bx8+ZKkpCRmz54toLH95oJ+mn4/Q09eXp6mpiaqq6sxNTUVaBIPDw/gP9ilrKwsvvvuOzZs2CBAtLGxsXz9+pWRI0diYmKCpqYmNTU14nNp8uTJ/Prrr9TV1bF06VKuXr3Kpk2bKC8v5/nz5+IzadSoURQXF3P69GnU1NQIDQ0lKCiInp4e1NXVMTIyEny+rKws/Pz8UFFRQUdHh3nz5lFRUcGjR4/o6ekRLEMlJSW2b9+OhYUFJiYmWFtbY2lpia2tLRMmTODZs2eMHj2aJUuWMHToUPz8/NiyZQtJSUm4ubmhq6vLs2fPxMuBlJQUY8eOZejQoURGRgqY77x588jIyMDExIShQ4eybt06tm3bJgYiWlpaIl6goqKCmpoavb29DBw4EF1dXXbv3k1paSmrV68WJTxTU1OOHz8uJtrq6uro6+uLQl9cXBx3797FwcGBhw8fMmjQIJSUlAgMDOSPP/4QWIzs7GzS0tKESsvf31/wTM+fP8+bN28YPXo0EyZM4MiRI+zfv1/o4TQ1NTl16hT29vbMnTuXx48fCzC5ra0ttbW1fPnyRdgfVFVVaWpqIisrCzc3Nzw8PHj37h2TJ08mPj7+v9qoSf7/uwX6Z/2z/ln/rH/WP+uf9c/6Z/1/Xf9M1ICTJ0/uvHz5Mjt27BCOL1VVVRGQjImJITQ0lM+fP6OlpSVo4fX19WzduhVlZWXWrVsnHHuZmZlERESgra0txtgJCQm4uLhw6tQpjI2NqampEfXpfqPAiBEjSEtLo6WlhYKCAj58+EBlZSVKSkqoqanx5s0bZs6cyYIFC3BxcaGhoUE0R/szGqampty8eZOsrCxGjhxJUlISZmZmmJmZoaKigpWVFbGxsZw8eZLXr1+L2r2XlxebNm1i//799PT0oKyszPv379myZQvDhw9n5syZ7Nq1i507dyIrK0taWhpXrlwRGbSOjg42btwofIMrV67k8+fP+Pj4CBvAvHnziIyM5OPHjxQXF7Nt2zaioqIEEbyzsxMdHR3i4uK4f/8+1tbWeHl5ERERwa+//sq8efOws7Pjy5cvqKmpUVZWRmJiIs+ePcPKyooVK1ZQUlJCUVGRmNjY2try7t07enp6RPt08uTJZGRk0NvbyzfffEN2djaurq4cP34cS0tLwTgyMTFhypQp6OjoUFFRIUoOpaWlSEhIUF9fT0lJCYcPHyY4OJgDBw4wbNgw3rx5w+bNm8UkMDY2FhkZGTQ0NDAwMODx48e8fPmSq1evIiUlRV5ennA69sMbZ82ahbS0NHPnziUhIYGYmBguX77M77//Tn5+PsHBwXh7e1NdXc2BAwdISkri1KlTKCkpERUVhaKiIhcvXsTGxobKykqOHTtGVlYW2trahIWF4evrS1lZGSYmJpw+fZrS0lLKysrYtm0bvr6+9PT00Nraiq6uLh4eHgQEBNDX18eYMWPo7u4WGTBdXV3Kyso4duwYMjIy9PX14eXlRVxcHPPmzcPNzQ0VFRUSEhJISkoiIiKC8PBwpk6dyoABA8jOzmbGjBmcP38ePz8/ACQkJETRob8ZB9DW1oaXlxcfPnygtbWVhIQEdHR0aG9vZ8iQIVRXVwsbg5OTE/PnzyctLY3w8HDS0tJob28XjER1dXUBJr537x7v3r2joKAAeXl5rl69ira2Ng0NDTQ3NzNhwgSOHj1Kc3MzwcHB3LhxA19fX0xMTNDS0uLhw4eEhoaip6dHamoqsrKyTJ8+HVVVVXR1dbl27Rru7u5YWFjQ3t7OoEGDGDZsGAMHDmT+/PkcPHgQfX19pKSkxD2roaFBYWEh1dXVtLW18c033wh+1vDhwzE0NGTt2rVMnz6dMWPGYGRkRHFxMa6urrx580Y0bJ2dncXEtK6uTmBolJWVKS8vF5Ptfhewi4sLY8eO5fz580ycOFEYHMzNzYU3d+3atYJ1OGDAADZu3EhqaiqLFy8mNTUVGxsb9u7dS3NzM2pqaiJPGxoayvDhw8nPz+ft27doaGjw8OFDwsPDkZCQQFFRkcbGRrZs2YKnpyfGxsYcO3aM77//nrt37/Ls2TPmzJmDg4MDkZGRnD17lpiYGK5evYqOjo7AvPT09GBubo6mpiYSEhL8/vvvjB07lm+//Zbw8HCsra0xNTXl2bNnmJmZMWrUKM6fP4+npyfq6up8/foVeXl5FBUVhS90+fLlKCoqims0JyeHwsJCHj16xMSJE7l9+zYWFhZERkYyadIkhg8fLhh53d3d3LlzB4CIiAiampr4448/mDp1qnBhhoWFsXnzZtauXcv58+fx8fERKIqSkhLWrVuHp6cneXl5GBsbo6SkRGtrK/v37+fx48dISkoiJyeHvb09cXFx3Lx5E19fXxISEtDX1yc/P5/BgwfT09ODlZUV/v7+mJmZiShPYWEh5ubmJCQkUFRUJK7/P//8k6amJgGm7uvrw8DAgOPHj2Nubi7AyHFxcXz8+FFEby5evIiEhARlZWXMmjWLwsJCAXqdO3cuHR0dYsrb3t5OVFQUM2bMQEpKitraWiwsLMjNzWX//v2Cw9ne3s779++xtrbG29ubESNGEBERwdatW4mIiKC+vh4bGxu0tbV59+4dOjo6jBs3DjMzM7Kzs0XBKjU1lZUrV6KtrU1OTo6Y8nt4eODo6EhgYCABAQHk5eWxefNmxo8fz44dO6irq2P48OEix1dbW4uenh4DBw7k5cuXuLm50djYSFNTE1OmTMHOzo6WlhZ++eUXXF1d2b17N7q6uujq6mJjYyPsL/+0Pv/LdfDgwZ39JPL+QG9hYSHPnz/n7du3SElJMWbMGOHC7CeKX7x4keXLlxMQEMAPP/zApEmTeP78OYMGDcLb25vW1lZ++OEHYmNj2b17N3PnziU1NRVFRUVxxt6vMklNTWXgwIFMmDABDQ0NwfOSkZERzsnOzk5SU1MFR+nChQvEx8dTUFBAeXk5HR0d2NnZ4eTkhJ+fH7Gxsejr66Onp8fOnTu5f/8+UlJSODo6CmBqVVUVY8eO5YcffuDatWtoaWnx448/oqCggK6uLmlpaSJkXFdXR2NjI1VVVaSnp6OioiIYTIqKiowfP178PWVlZTIzM3F3dycnJ4e4uDiCgoLIycnB0NCQqVOnMnv2bLy8vHj8+DGGhoZs3LiRtrY2SktLMTExISQkBDs7O06fPs1PP/30v5DL+0GIsbGxVFRUUFBQQEZGBvPnz8fR0ZFLly7R0tJCfHw8X79+Zfbs2aSkpLB69WpUVFSYNm2aCML3txB37tzJmDFjGDRoEGZmZuTl5eHh4YGsrCzjxo3jzz//xN3dnaFDh1JQUEB0dDRpaWmsW7cOd3d3UlJSsLKyQkdHBzk5OTZv3oyioiKzZ89GUlKS1tZWioqKCA4OxtTUlGXLlvHkyRO+fv3KqFGj0NbWprS0VHgy+5lsb968YfXq1axZs4YnT54QGxuLvb09UVFR3L59+3+5ll+8eMH79+9xcnIiMTFReFIHDRpEcnIyJSUlbN68ma9fvxIfH09gYCCFhYUoKCigoKCAvLw8o0ePZuDAgQQEBBAYGMi0adOYNWsW+fn5yMnJ4eLiwqtXr3j69CkDBw6kvLwceXl5iouLaWlpYeLEiejp6REeHo6fnx+JiYmEh4cLOO+gQYPo6uqitrZWuP9yc3Px8fHh77//pqKignXr1qGmpiaO6J48eYK2tjZ5eXmEhISwbNkyjh8/TltbmygQ+Pj48OXLF1RUVJCQkKC9vZ2TJ0/S2NhIWVmZgERPnz4dSUlJgd/Ytm0bv//+O2ZmZuTn52NjY8OpU6dIS0sjNTUVBwcHAJKTk7GxsWHq1KkcOnSInJwcKioqkJCQwNDQUDCtWlpaGDBggEDJ9B+b+vv7M3LkSF68eIGDgwODBg3i4sWLbN++HfhP6DgxMZFx48ZhZWVFYWEhkpKSyMvLc+HCBcrLy9myZQupqakkJCSIev+DBw949OgRdnZ2IprR/+/0H0lWVVXR3d3NhAkT2Lt3L25ubrS2tqKiooKioiKxsbGEh4czaNAgBgwYgK6uLjExMfj7+5OXlyfsCzExMfz0008UFhZy7do1IiMjiYqKEtf4hAkT2LlzJ1paWhQVFfHdd9+ho6PDyJEjSUxMpLi4mAULFnDp0iXKysrYunUrO3bsICMjg76+Pnbv3i20eCkpKcyePZtdu3bh4uKCsbEx06ZNw9zcnBUrVnD8+HHCw8P597//LTbK/domJycnjIyMuHHjBtbW1pw9e5bvv/8eGRkZIiMjSUxMFCyz/fv3Y2pqipmZGfHx8cydO5eYmBgiIiIoKChAUVERPT09zp8/T1dXF2PGjOHevXvU1dWhrq6OjIwMcXFxtLe309vbS19fH21tbVhZWdHR0UFLSwsvX75EQUGBS5cukZ6ezqZNm3j06BE1NTXk5+ezYcMGLl++TEdHB1OnTuXFixfU19ejr6/P9evXefXqFXPmzMHY2BiAL1++8PDhQyZPnoyzszPDhw+nvr4eAwMDdu3aJUC+/Udxvb29FBYW0trairW1NfHx8Vy5coW8vDzmz5+Pubm52Hz1c+s8PT3x9vYmNjaWbdu2CYCxiooKHh4e3Lp1CyUlJRITE0lOTqa0tJTNmzdjaGiInJwcGzdu5P79+/j6+qKmpiYanG1tbaKp//3337NhwwYGDhzI5s2bRRQhLy+PMWPG0NjYiJ6eHsnJyXz48IHu7m4aGhrIzc3lzp07BAYGsn//fkaPHo2KigrBwcG4urqipaWFtrY29+/fF21cSUlJbt++jbq6Ounp6ZSWljJs2DBsbGwABL5n27ZtJCQkUFtby8SJE7G0tOThw4cir+ni4oKDgwN6enpkZmYiKyuLn58fhoaGzJ8/n02bNpGbm0tlZSUBAQECERUbG0tXVxcPHz5ETk6Ozs5O7t27x7Jly/7ZqP0368KFCzvDw8OZPHkyd+7cwd/fn61bt4q37AsXLrB//36+fPlCa2srZmZmgsHTT6Lvp45fuXIFbW1tsrKyWLp0KXPmzKGwsBApKSkmT55MQkIC33zzDdevX8fe3p6tW7dy5swZ/vjjD3FhdXR08Pr1a4KCgsRDqrOzE09PT3p6evj69SsLFy7k3LlzLF68mFGjRvHp0yfGjx/PjRs3MDIyorGxkc2bN3P06FFmzpzJkiVLsLW1paKigtbWViZPnszp06fR1tYWmYCEhARWrVrFly9feP78OQsXLsTR0ZH29naUlZVJTU3lw4cP+Pj4sGnTJtG0fPToEVZWVnR1dZGRkUFtba1oR8nIyGBsbIyamhrXrl0T045+rk5gYCB+fn58+fJFtPYmTZpEeno6nz9/ZsGCBYwfP57Kykra2towMjJi7ty5XL58malTp6KkpCQwGv1Tg+zsbBwdHcVmce/evcyePZu//vqLVatW4evrK0wKr169oq6ujuLiYkxMTPDz8+Po0aMYGRkRHBzM06dPcXFxISwsTCBUbt++zYwZM+js7MTMzAw5OTlOnTpFYGAgAwYM4MWLF0IzsmDBAk6fPk1oaCjW1tZoaWmRlJRESkoK169fJzc3l6qqKrZu3cr9+/fZv38/jY2NDB06lMePH2NkZCSC1snJyWhoaDBixAjKy8tpamoSTcX/fSUnJzN58mSKi4vF/93e3p6RI0cyZcoUoqOjMTU1JT09nUWLFpGbm4uUlBQpKSl8+vRJPJD8/PzEBuvcuXM8f/6cSZMmsX37doYPH05ERASPHz/G2dmZuro6lJWV6enpITo6mjNnzvDp0ye0tLQ4evQoS5cuFcyoDx8+EBUVxa1bt2hvb2fOnDmcOHGCLVu24OHhgZOTEzU1NULk/fr1a0aPHk13d7eYlP38889cunSJ2tpacf0+evQIQ0NDmpubycvLY+/evcIkEhUVRXt7u/jgDQoKoqOjAwsLCwwMDMjOziYoKIgvX77g6+uLt7e3mGooKioSGhrKtGnTOHLkCGPGjBGt8H7+mrGxMU1NTYwcOZJt27ZhYmJCSUmJkG+PHTsWe3t7DAwMRB6s37bRfw2+ffuWOXPm0NTUxOzZs7ly5Qru7u58+PABfX19GhoacHBwoL29ndzcXFxdXVFRUSEgIIDq6mpKSko4dOgQjx49Em3tfoXU4MGDeffuHdra2nz69IkXL14Isbi2tjY+Pj4YGBhw4sQJEhMTGTNmDHV1dQLUrKyszNixY2lsbKSvr4/hw4fT19fHhw8fkJWVFf5YOTk5UaLS0tKiu7sbZWVlMjIy6OjoYOHChTx9+pTe3l6io6OZM2eOwAKpq6tTVlbG69evhRKtq6uLkJAQPnz4wJEjR7hz5w6hoaHIysoyceJEampqWLhwoeAMxsXFMX/+fIyMjMjJyWHs2LEAFBQU4O/vT3FxsQDnvn//HisrK2pqaoiLi6OlpQUpKSmx6WhsbBT6v360Tn+Y397eXjhMvb29MTU1Fd5TPT09bt++TU9PD5aWlmhpafHkyRPCwsJEY/a7774jPz8fCwsLbG1taWxsREFBgaNHj2JiYsL169dxcnLi1q1bzJw5k6SkJF69ekVBQQFOTk6Ym5vz6tUrgcCRlJSksrKS3NxcbGxsRBHDycmJiooK5s+fT1BQkBCM908309LSeP78OZ6enrS2trJ27Vqh24uJiSExMRFjY2MGDhzIqFGj+PnnnwW+o7KyEktLS2xsbHB0dCQnJwdvb2/Mzc1ZvHgxp06dAuDUqVOEhoaSk5ODjo6OKBisX78eKSkpLC0tGTp0KF5eXkhJSVFeXo6EhARLly6lqqqKjIwMVqxYwciRI7G2tmbOnDnMmTMHFRUVysrKiIqKYtKkSdy8eZPMzEyKioqEeeXYsWMUFRUxefJkSkpKMDAwYNiwYcTExLBq1SrS09MJCQmhra0NCQkJRo8ejYuLC1evXmXZsmU0NDSIF5D+Z3J8fDznz58XpTcPDw/ev3/P5s2befv2LQMHDkRGRobPnz9jZ2fH1KlTcXZ2FpO1z58/c+/evX+At/9v1qFDh3Zu2LABRUVF3NzcWLBgATNnzsTJyQlXV1eOHDnC6tWrGT9+PCEhIezatYu///6byspKqqurOX/+vKj7uri48ObNG3x8fFBXV8fCwoLg4GAWL14s2pN1dXV4eXkhKyvL2rVrOXz4MC0tLdjb2zNw4EDgP57Cfh/m+vXrhVe0oaEBKysrTE1NKezIDH0AACAASURBVC8vJzs7m5MnTxIZGYmamhoZGRkkJyeTkJDA1atXyc3NxcnJCVtbWzQ1NXn58iXe3t7k5ubS0dFBZ2cn165dY/Hixbi4uDB06FB0dXUxNzfn69evLFu2jH//+980NDQQGRmJi4uLONpRUlJi3759hISEMHToUEaMGEFXVxeXLl2iubmZCxcucPv2bSGC9vLyoqKigs7OTvbt28dff/1Fe3s7Dx8+pLq6msLCQry8vJCRkWHixIkYGhoSHx/PkydPUFBQYPXq1VRWVpKVlSVYNv0kal9fX7KyskRbKSQkhM+fPzN8+HDevn1LTU0NgYGBpKenY21tzdKlS7lz5w5GRkYkJyfT19cnnKre3t6Ul5eTk5PD3bt3KS8vBxCaoZUrV5KQkMCMGTNwdnZGQUEBIyMjHj58SEREBImJiaLoYGpqioGBgdAfGRkZYWNjw8uXL/Hy8sLJyYlhw4bx+PFjFi1axLJly5CVlSU6OpqAgACePn1KdHQ0jx49QlVVFWdnZyorK5GVleWnn376f7yu161bh4WFBRoaGtTU1DBt2jQWL16MrKwsGzduxNzcHBUVFeEYHTBgAL6+vsyePVu0oKZNm0ZzczMLFy7EyspKVNhnzZrF9OnTxUTw6dOn7N27l7Fjx1JUVISSkhITJkzg+PHjJCUliePQ/hZzP8fI19eXBw8eCAyFoaEhX758obKyEiMjI3Jzc3n48CENDQ3o6+sTFxdHQ0MDPj4+FBQUEBISgre3N319fUhLS7N161a+fv0q7A8fP35ETk6O7777jsbGRm7duoWKigo2NjYYGhqyfft29PT0KCws5MaNG1y8eJGFCxeKFvaQIUNYtmwZycnJXLlyhRcvXvD27VvS0tIYP3480tLSBAQEEBkZSWlpKVOnTsXIyIg//viD5cuXo6GhQX19Penp6YwfP57u7m7S0tJYtmwZHR0d1NfXc+/ePfr6+tDW1ubFixciHjFr1izS09PJy8tj3rx5vHv3DmVlZZydncnMzCQmJoakpCR++OEHzMzMhI5MTk6O1NRUysvL2bhxI7/99huZmZk4OztjZ2fHuXPnMDIyIjw8nNLSUiIjIzE3N+fOnTskJSXR1NRESEgIRkZGvHnzhunTp6Onp4ecnBxHjhzBxsaGqKgoACwtLfH19aW3t5fk5GQcHBwIDQ0Vx61xcXHEx8dTVVWFr68vZmZmvH37VsRLvn79SkhICF++fCEqKoopU6YgJycnNh4JCQl4eHjw9OlT/vjjD+zt7VFTUyM5OZmmpiYSExPp6+vD1dWVO3fu4OfnR35+PkOHDuXnn3+muLiY+fPnExsbi7S0NImJiSxfvhw3NzfS0tKYNWsW0dHR4j729/dHUlISKysrioqKBMz15cuX4thxwIABVFRUUFNTI4onMjIyyMvLCxj4mTNnMDIyoqmpCT8/PzIzM5kxYwba2tpCGv7hwweMjIyYNGkSxcXFzJw5k6ioKEJCQqioqCA8PBxzc3Pa2trQ09Nj69atXL58mZ6eHgwNDYXtQFZWloaGBmxtbcWphKqqqvDs7tixg4KCAjo6OliyZAk6Ojrk5eURGBgomrIeHh7MmjVLfH6/f/+e/Px8NDU12bx5M8eOHWPkyJGUlZUxdOhQgWDp6OjgwoUL+Pv7o6SkRElJCfX19RQXFzNx4kR0dXX57bffWLFiBRMnTqShoYHa2lrx9bq6uujs7CQxMZGioiJKS0tJTU1l+vTpLF68GAsLC169esX06dOJi4vD2dmZ0NBQMWXt7u7GysqK3Nxc7t69K9ienz594vr160hJSREUFERmZiaHDh1iw4YNXLt2jYSEBNasWUNOTg5//vknU6dOpbq6moCAAIqKimhtbWXQoEHs3buX3NxcKioqcHZ2xtTUlN27d7Ny5UrmzJkjdF979+5l+vTpYro9ceJEMW0cN24cR44cISAggJUrV3LixAkcHR0pKCggLy/vv5qo/SNlBwYOHNi3f/9+HBwcSE9PF2qYmTNnApCVlUVMTIyo32tra/Pnn38iIyODk5MTurq6bNu2jczMTGJjY9HR0SE7O5uvX78yZswYAG7evImTkxNVVVVMmTKFuro6LCwscHFxIS0tjeTkZBwdHcnPzxdvhhkZGVhaWjJ69GjgPzLb1NRUli9fLiZBxsbG3Lx5EwMDA0JDQ+no6ODhw4d0dXURFxdHcXExhoaGTJkyBYDc3Fy8vLywtLRETk4Of39/nj9/TlpaGrKysujp6VFdXY2lpSXLli3DyMiIsrIybt++ze7duwEwMzNDUVGR7u5uRo0aRVVVFWVlZXR1dVFSUsLVq1cZM2YM3t7efPnyhfLyckpLS3n//j0bNmwA4Ntvv2XBggWiwdXP1Gpvb0dbW5uOjg6ys7PJysoiJCREMMyam5upra0FwNPTk7t37/LTTz/x22+/oaGhwYcPH5CRkcHW1paOjg48PDyEzFlZWZmuri4GDBjA06dPAaisrGTmzJnIysqipaXF0KFDGTlyJDt27ODVq1cAqKiocOvWLb799lsWL14sxv7e3t4ALFq0iHfv3vHs2TMUFRWZNGmSeOj2N87i4+M5fvw4b9++5caNG9ja2uLo6EhdXR0AmZmZfPz4kcOHD3Pu3DlmzpxJeHg4EyZM4NSpU4wZMwZ1dXVyc3NZvnw5ubm5nDx5kjdv3vwfr2kPDw8kJCTYvXs3nZ2d6OvrY2hoyJkzZ1i8eDFbtmyhtbUVf39/DA0NaW9vB+DVq1eYmZkhIyNDT08PoaGhTJgwgZ9//pmffvqJFStWoKCggIODA2/fvkVVVVVMaZKSkgAIDQ3lyJEjPH36lFu3btHa2kpdXR0DBgzgp59+Ys2aNQwbNoy6ujrOnDnDt99+y7Jlyzh58qT4/mfNmiXMGgsXLmT16tVCpXXz5k28vb35+++/0dfXF5MRGRkZDA0NhRA5NDSUxYsXM2DAADIyMjAyMmLs2LG8fPkSWVlZ1NXV0dXVZcmSJfz11184ODgwb948urq6kJaWBv4jQ5eSksLf319w0RwcHFi7di1r1qzBz8+PK1euEBYWRlhYGNHR0cjJydHQ0CBYSllZWfj4+DB48GDmzJnD2bNn2bJlC46OjsTHx6Onp4ebmxvJyckEBQVRVlaGpqYmhYWFLFiwAICAgAB8fHzIyMjgzz//BGD58uWYmppy+fJlvL29cXV1JS4ujsmTJ6Onp0dWVhZZWVmsXr0aACUlJWpqasjOzhZfv7q6mp6eHnbu3MnJkycpLS3FwcGBjo4OAgMD+eWXX7CysqKnpwdA5Iv+/PNPsrOzWbx4sQBEf/z4kVWrVhEfH8+nT59wc3Pj3bt3jBo1Cl1dXfG73bNnDxEREeLPEhMT8fT0pKCggLS0NGbMmEFVVRUyMjLExMSQn5/P0aNH2bp1qwCH909Ejx8/zqhRo0hJScHMzEzAXnV0dGhtbRXexRs3btDd3S1UVwB37txhwYIFpKSk8OXLF+bPn091dbXQj/X19XHnzh0OHTrEq1evBHewvz0NcPbsWVatWiW8tKmpqTQ1NfH161fu379PV1cXenp6REZG8vTpU8HkioqK4uXLlwC4u7uzcOFC3N3dBbKin2zv4+NDZmYmmZmZ3Lhxg4yMDIKCgrC0tGTNmjXi/l+3bh22trZER0ezdOlSurq62LBhA93d3QwZMoQHDx5w9epV1q1bx969e+nt7cXHx4ejR4+K++Vf//oXNTU1pKWlMW3aNAYNGiQ4ZNbW1qKx7OHhQUxMDJMnT8bBwYFhw4YJKfu2bduoqKggLy+PkydPcvHiRWbPnk1ycjLm5ua8fv0aBQUF0d5OSUnBw8ODnJwcHj9+DMCSJUuoqanhxx9/5NKlS9y/fx9JSUl6e3vp6Ohg7ty5NDQ00NrayocPH8TEtKuri+bmZnFNffjwQXiOm5ubxbP4zZs31NfXo6GhwbJly3j+/Dnnzp3D0tKSmJgYZGVlgf9MmefOnStgvadOnSImJgZVVVWePHlCVVUVv/76K0uWLGHs2LFUVFQIlmF2djYAVlZWbNmyhfj4eCZPnsyQIUOYPn06NjY2vH37lqVLl/4jZf9v14kTJ3ZeunQJdXV1Xr9+zeTJk/n69SumpqYAnDlzhtDQUN6/f09XVxdHjx7l559/BuDz588YGxuzePFiXrx4IejFVlZWBAcH4+XlxdWrV2lsbGTXrl0cPHiQ5ORkVFVVOXDgADdu3ACgubmZ7u5uqqqqyMvLIzs7GwkJCaZOnUp6ejqVlZW8fv0ab29vwcmRlJTkwIEDqKurk5GRgZ2dHYaGhtTU1Ahn2/LlyykpKSEiIkIc8QwbNoxffvlF5Ki++eYbEcTMy8ujpKSEa9eu8e7dO9TU1Ni3bx9bt25FXV0dU1NT/vjjDxYsWMC+fftISEgQtoP+LFRfXx92dnaCTG9ra0tlZSU7duzg06dP9PT0UFtby+zZs9m0aRNTpkxBT09P0KgfP34sPqCqq6vZvHkzsrKyuLq68uHDB6ZOnYqTkxOHDx/mw4cP+Pv7M2rUKJKTkzEwMEBDQ4ObN2+ipKTE1q1bGTduHAsWLEBeXh4PDw+B3VBWVsbMzIwzZ85QU1PDuHHjcHV1xcnJSUA/u7u7BcOoH9rr7e3NypUr6evrQ09Pj8OHDzNgwACCg4Nxdnbm0aNHnDhxgtGjR7Nv3z6qqqpoa2tj9+7dREdH89tvv/H8+XOsrKxIT0+nvr6elStX4ufnx7FjxygsLGTEiBF4enrS1dVFW1ub0O8EBQVRXl7O+PHj2bRp0//1mi4rKxP0b2tra4YMGSIcst999x2///47Z8+exdvbm8ePHzNmzBjhmo2Li6O7u5szZ84wePBgzMzM2LBhA0FBQdTX13PhwgUR9u6niR88eJCFCxdiaWkpjBb9mZ/+t/1+tpq6ujobN24UxPR79+4hJSVFfHw82traVFdXo6CgwJw5c4iMjMTMzIyHDx+yfv16MSFTVVUV6IM3b94QHBxMQUEBX79+xcXFBUAciaempvL27VuKiop49eoVDg4ONDQ08OrVK+rr69mwYQMbN24kOjoab29vrl+/zuDBg4WTcvTo0djb25OWlsbUqVMJCQlhwoQJBAYGcvfuXX744QdMTEzYunUrhYWFaGpqMm/ePOHaTU5OprOzk99//10UIcaNGycykJqamsjJyWFiYoKCgoIAX6empgJQUlKCl5cXysrKPHr0CA0NDX7++WcsLS2ZNGkSM2bMoLS0lIiICPT19bl8+TIAJiYm4iXz7t27aGtrM3r0aBQUFIiPj8fc3JxFixYhJycnmFVjx44lNTWV+Ph4qqurmTdvHtHR0fT29tLU1ERvby+XLl1i6dKlSEtLExERgZOTE2lpaaiqqvLw4UM0NDRwcnISvL9+WHJjYyP5+fkCaG1nZ8eOHTsYMmSIuI50dHRQVlampqaG+/fvC7xQfn4+fn5+vHz5UrhN29vb8fHxobe3l5ycHJSUlPDy8mLfvn04OzuLo7nPnz9z7do1YWZxd3dHVVUVf39/Ojs7aWhoYOnSpVhaWnL06FEePHjA+vXriY2NJTAwkCdPnjBjxgwMDQ1paGjgxYsXtLW1UVZWxqBBgzAxMeHOnTtkZ2fz999/097eLiaWWlpa4mRFQ0MDJSUlpk2bxuXLl8nNzRXIm/6jZm1tbWxsbNDX10dbWxtdXV3q6+u5fv06ampqvHjxgkuXLgmdWL8k3cDAgAsXLmBmZoafnx9OTk5C4dbS0sKUKVNobW0lLi6Onp4eAWqur69n+fLlBAUF4erqyrVr14RLVElJCUVFReH37Fdm9f/8bt68ycKFC7l16xbr169nxowZjB49GisrK1paWnB2dsbc3FygZvrZlf02jvv377Nx40aioqJQUVFhyJAhWFpakpmZyZUrV0TxTFZWlsLCQhH2T0lJEdPTv//+m4SEBBwcHJCTkxNlEk1NTYyNjUV27NSpU0ycOJFLly6hra3Ns2fPaG9vZ9GiRfz444+8ffuWTZs2Cb6gjIwMW7Zsob6+Hmlpaerq6vjuu++Ej7b/e8nNzeXNmzeMGzeOmpoagoODiY+PR19fHxUVFUaOHCkmnv2Yq7FjxwoTz//U5v1z9PnfrKioqJ1+fn58/PiR0NBQurq6aG9vZ+HChURHRzNlyhRev34tQtcnTpzg48ePnDlzBj8/P3R0dMSufMeOHdy+fZsffviBXbt2ERUVha+vL46OjixZsoT29nbq6+vx8fHBzc2N27dvi1G5oaEh9+7dY9asWXh4eNDU1ISJiQk6Ojro6OhQW1vL9evXGTZsmBBj19XVoaWlha6uLgEBAbS2tnLlyhXc3NwYMmQIBQUFLFq0iI8fP9LU1ERMTAzXrl3D1dWVhw8fcuLECYKDg5GWlub+/fsEBQUxfPhwSkpK2LhxI6qqquzbt4+2tjbevXtHYWEhZWVlVFZWsn37dnp6emhoaMDT05Pi4mIhM1ZSUkJHR4c9e/awcuVKYmNjKS4upq+vj5aWFuGo/PXXX6mpqeFf//qXeBsKDAwU0uvt27fz8OFDAIYMGYKNjQ1hYWHExsZy/PhxbG1taWlpQV9fX/DHHB0dhSJn9OjRjBs3jsLCQlRUVAQHTFpamqamJtauXUtbWxvbt2+nsrKSjo4OrKyshAnBwMCACRMmoKmpiaOjIxEREbi7u/P+/XukpKTo6ekhLi6OPXv2oKCgwN69e1mzZg0nTpzA0NCQV69eoampiaenJyEhIbS3tyMlJSUmnba2thgbG3PhwgVxXFBRUYGTkxMRERFUVVWxfPlynjx5QlpamvBt/v777zx48IBDhw4JUGtvby/wn1B6WFgYly9fJjw8nNTUVOLi4gQNPygoiEGDBqGgoMBvv/1GWFiYCNJ+/foVNzc3/Pz8SElJYcSIESQkJHDu3DkSExPR1tZmypQpVFdXC0Byc3Mzb968ER9aly5dYtu2bXz9+hUJCQmWLFnC/Pnz6e7uZvXq1QwYMIAJEybw8eNHXrx4gb6+PuvWraOgoICEhATS09OZPn06mzdvJi0tDTc3N3R0dLC1teX8+fNiA1hWVoaSkhJv3rwRXLTBgwfT0NBAY2Mj5ubmXLlyBQkJCbZs2cK1a9fQ19dn5syZKCkpcfLkSb7//nsuXbrEkiVL0NLSwsDAgJEjR6Kuro66ujqHDx8mNzcXDQ0N1NXVKSoqQlVVlWfPnjFq1Cjq6uoICAhg5MiRXLlyhZycHLq6ukhKShITI1tbW9asWUNsbCw3btzg+++/59mzZ0hKSoqH77179/D09KSmpobKykpB1S8sLKSuro6///6bLVu28PnzZ8zNzbGwsODjx4+EhITQ0dHB8+fPsbW1FU3y7OxsqqurMTIy4uDBg8yePRtra2vRQut/IL1+/Zrm5maampooKyvDz8+PBw8ecPLkSaSlpTl79izbtm0jJSWF3t5e0cp2c3Pj4MGDbNu2jebmZszMzPD392fs2LEcPHgQX19fHj16RG9vL8+fP0dSUpK//vqLN2/eCKdsaWkpKSkp2NnZYW5uzrNnz3j58iVRUVE8evSIPXv2iIyjh4cHx48fR11dHYDw8HB6e3s5cuQIdXV1jBkzhsLCQpKSkvjy5QtaWlrcvHmT2bNn4+rqSldXlwBkNzQ00NLSgre3N9HR0Wzbtg0VFRWSk5Px8/NDXV0dDw8PjI2N6evrQ0dHB01NTRYuXCi4YbW1tTQ0NIgNv5qaGu3t7axfv15MeJ89e4alpSXZ2dl0dHTQ29sr7o/vvvuOffv2Cc5gZGQkra2tVFVVce7cORQUFEhJSeHevXsYGBgwfvx4Fi1axJAhQ5CXl8fOzg4JCQnWrl1LUFAQDx484NmzZxgaGiItLc23337LlStX2LVrlzid6FdTJSQk8OnTJ3x9fcXJjoKCAteuXePgwYM0NDTwyy+/oKKigpKSEu3t7UyYMIEnT56Qnp5OUFCQiEG8ffsWKysrnJycBGw7LS2NixcvsmDBAtauXcuECROYMmUKLi4uhIeHY2VlhaenJwMGDEBaWprp06djb2+PqakppqampKWl8e233zJnzhxKSkoYOHAgv/32G0uXLiU6OloUkK5cucL27dvJyclh7969/PTTTxgaGlJSUoKqqirNzc0oKSmJfG6/dqq/9TtmzBgGDx4sctF5eXnCGKCoqMirV6/YuXMnzs7OKCkpCaBvQ0MD2tra7NmzhwsXLjBt2jQKCgpoa2sTPuLQ0FAGDhwoJuwZGRm8evWKtWvXoq2tTX19Pa2trbx69eqfjNp/u6KionYuXbpUyHr/+usv5OTk8PDwwMPDAz09PZ49e4aenh7r1q1j1KhRKCsri2ZJSkoKOTk5mJqaiuC7ioqKkCX3+xmHDRuGpKQkBQUFmJqaYmtry9mzZ5kxYwby8vLo6Ojg7u4uLoTo6Gji4uIwMzOjsbERDQ0NUlNT2bt3r6iK94twOzs7aW5uFscG/RuRflfgu3fvaGtrEzfq0KFDaWxsZMWKFUhISHD37l1UVFSESqeurg5/f3+OHDnCli1bkJaWFo2a5uZm5s2bJ97K+o/Z9uzZw+HDh2lqamLChAmoqamhq6vLkydPKCoqYvHixQwaNAhdXV2WL1+Og4MDMjIyvHjxgk2bNvH+/XuWLl2KqqqqQCAoKSkRGxuLk5MTCQkJyMjIUFdXh4GBAQMGDODTp0/Iyspy9OhRgoODefDggXAW9gMNMzMzKSwspLa2FkdHR1Hfbmxs5PTp0wwaNAhjY2N0dXW5evUqBQUFxMfHc+DAAdLS0sRDx8LCgtDQUDIzM7GyssLGxkaAJffs2UNwcLD4GRgYGHDw4EE0NTVFMysrK0u4Jj9+/Ii0tDQyMjK0t7cTGhpKb28vKSkpPH/+nNOnTxMXF0dlZaWY5EZGRuLh4cG5c+eYP38+9fX1mJmZ8eHDB1RUVLC2tmb27NksWLCAzMxMPDw8ePbsGaampnz8+JG1a9dy69YtnJ2dmThxIqNHjxaIiba2NlpaWvjy5QujRo3ixx9/RFFRkY8fPwpNlaSkJM+fP2fFihX8+OOPWFhY4Onpybp169DX12f37t14enqiqKjIo0ePMDc3Jzc3l+fPn4s8o7+/PxEREXR0dFBSUoKGhgbv37/nzJkzrFy5kjt37tDe3k5wcDApKSn4+flRWVmJqqoqDx48EC3mfsdjXV0dM2bMoKKignv37lFfX09paSmlpaWYmZkxYsQITp8+jaurK46OjuJ6bWlpYfDgwVy+fBkbGxvRCDtw4ABGRkacOnWKuLg4vLy8GDZsGOXl5Xz69Ikff/xRNBGTkpKYNm2aCJgPHDgQc3Nz5s+fL3ATra2tBAcH097ezvnz51mzZg3Gxsb4+Pjw/v17kXttbW0lMjKSlJQUlixZgry8PPfv3ycyMhJ3d3eh7pKSkiI1NZWysjIuXrzI999/z969e1mxYgXDhw8XGrT169cLGGhWVhYfPnzg6dOnaGpqigyNqqoqBgYGpKSkYGBggKGhIZs2beLHH39k3bp1vHv3jhEjRlBUVMTatWvx8vJi1apVzJkzByMjIxQUFNiyZQurVq2ivr6e169fk5ycjJqaGlZWVujr6xMcHIyuri6GhoaEh4cTGBjIvXv3xGRq2rRpuLu7c/fuXZ48eSKgt4GBgSQlJfH48WNsbGwwNjamtLQUc3NzVFVVuXjxImFhYVy/fp3Xr1/T3t6OtLQ0GRkZ/PLLL+Tl5bF+/XrOnz/PqVOn+Ne//iVagy0tLfT19SEjIyPu54cPH+Lp6Ul0dDQrV65ERkaGv//+m9raWvLz8wXB39XVFQUFBSwtLTEyMkJOTo6UlBQRlHd2dqa9vR0NDQ1xPGdra8uIESM4cuQIYWFhSEpKsmnTJk6dOkVAQADZ2dnCv2lsbIyGhga///47a9asQUtLi/nz5xMVFUVkZCQVFRWEhYWhq6vL+/fvKSsro7i4mOXLl/PHH38IP2l/HCc1NZXCwkLU1NTYvHkz69evx8bGhk+fPvH48WOWLFmChoYGampqWFtbC+jtjBkzGDNmDDt27GDHjh0sXbqU0aNHCwj29evXqa2tRVpamuTkZOrq6sjMzMTOzg45OTkkJSUZN24cubm5AmPV1NTEuXPnOHv2LPn5+cI0kJ6eTnR0NAYGBtTV1dHV1YWWlhZ6enpCedjX18eIESPo7Oykvb2dGzdusGnTJtTU1LC3t2fUqFHC7zlgwADk5OQIDQ1FX18fa2trAgICmDRpEv7+/rS0tNDT08PevXvF0Xz/cyErKwtzc3N0dXUFKUBaWloA6gFKS0v59ddfcXZ25u7du2RmZhIaGirUigUFBUyePBl5eXn27NmDs7MzFhYW7Ny5k+3bt6OqqkpraysAz549+2ej9t+uI0eO7ExNTRW06NraWhYuXCj4YxkZGYSFhZGamsqoUaNobW3l8+fPuLi4sG7dOjZu3IiTkxPTp0+nvr6ekydPMmTIEGbOnCl4L7KysmzdupWjR4/i5uYmjqZu377N2LFjGTNmjMBe9GMs7t27x65du4iJiSEnJ4dp06axadMmLCwsiIuLw9XVFWlpaQ4fPsypU6dIT0/n+PHjdHd3Y21tjbu7O//+979RU1Ojq6uL3t5elJWVaWhowM7OTuR2TE1NBUdHRUVFaDmKioqora3lxYsXmJiYcOPGDYEfefnyJYMHD+bYsWOirebg4MCAAQMYMWIEubm5aGpq0t3dza1bt+ju7qa0tBRbW1v6+voIDw9n4cKFfPz4kfr6ehYsWMCUKVOwsrICoK6ujl9++YURI0aQnp7O2LFjMTMzo7a2lrlz5+Lj48OOHTtQVlZGQkICZWVl8bXmzZuHmpoaP/74I+np6SgpKQnGnIaGBl++fCEsLAw3NzeuXbvGypUrmT9/vmhCDRw4EHl5edatWweAvr4+MJFFrAAAGJZJREFUP/zwA/Pnzyc1NZWamhrc3d1pbm6mvb0dNTU1vvnmG1asWIGzszP19fVighYUFCSaff1HW/n5+UIpc/r0adLT06mrqxP5xP6N7MCBA1FSUiIvL49Vq1Zx69Yt/v77b+Tl5XFwcKCrqwtJSUnOnj3LunXryMvLIywsjDdv3hAaGkpVVRVmZmYcO3YMCwsLdHV10dLSws3NjcTERCIjIxkyZAgODg4UFxeLfFJBQQFz5swR7UlpaWkKCgqws7MT4fKvX78SEBDAqlWrOHHiBDo6Oty/f5+MjAxCQkJIS0vD0tKSJ0+eEBERQVhYGPCfnKWcnBwKCgpkZmbS0NDA+vXr6e3txcnJSfzM+oPZz58/JyPjf7R372FVlWnjx78PIHjgpCJsDgKRkpYHEA+YICKhJPbTylN5PuTMWCn2mzHf5k1tdNJ87b1sNBxr6rLfJam/UtMxT1kKIodQExM2KhkCgYAH2CCHBJ73D7brcnzVrHQkvT/XxbW3a+211wJuF/d+DveTSXFxMfn5+UyfPp3Vq1fTtm1bWrVqRVZWFps2beLSpUt07dqVPXv2EBAQYKwCcejQIcaMGUNNTQ2FhYVorSkvLweaVv6YNm0aDQ0NxMfHc+LECZ5++mk6d+7M0KFDCQ0NpbKyklGjRqG1prS0lGHDhjFp0iS++uorYmNjAYw6gZs2bTJmpJ0/f56VK1cSGxuLp6cn77zzDv379+ell14iLy8Pe3t7nJycsLW1Zd26dbRs2ZJ169ZRV1fHmDFjeOedd5g/fz7Lli3jwIEDREREsHv3biIjI/noo49Yv349Xl5exuLkcXFxmM1mTCYTq1atwtvbm61btzJo0CDOnj1LY2MjZWVlZGZmMnXqVOzs7Fi9ejVz5syhffv2Rkmh1q1bo5QyPgSGhYXh5eXF/Pnz2b59O6NHj2bs2LGUlJTQqVMnXFxcsLW1ZcCAATz11FMsXryYEydOcPr0aaN0Qa9evYxl4b788ktjPdqamhq2b9/OyJEjWb9+PR06dCAmJoZp06Zx6tQpRowYQW1tLQMHDiQ/P99oJS8tLeWbb77hiSeewM3NjdGjR3Px4kW2bNmCg4MDZrOZkydPMmLECNLT05kzZw4VFRWUlJQYXVC2trakpaWxdOlS3Nzc2Lp1KyaTifDwcLZs2UJycrLRc+Dq6mrM1s3NzSUqKoqamhocHBzIy8vj9OnTbNiwgSlTprBgwQLc3NyoqKjAw8PDKFWzdu1agoODefvttwkODsZsNjN9+nScnZ2prKxk0aJFvPzyy3z33Xe8//77+Pr6GouLf/rpp0RGRuLv78/bb7/N5cuXyc/PZ9iwYVgsFlq3bs2kSZPYtm0bU6dOpbGxEWdnZ6Pu5Y8//ojZbCY+Pt6oh1ZUVESPHj1Yu3Yt3t7elJSUGK37dnZ2pKWl8fjjj/Pss8+yevVq6uvrmTFjhlEWxMXFBbPZbNQ8zM3Npb6+3uhevzpzdty4cbz//vvMmjWLVq1a4evrS1xcHF27djWWqxs7diwXLlzg4MGDZGdnU1BQQGZmJh07diQqKors7Gxqa2uN339ERASTJk0yJtr06dMHpZQxic9kMvHNN9+Qm5tL9+7dqaqqolevXkYdThcXF/r27UtpaSmenp4UFhayZ88eTCYTJSUl+Pv706ZNG3JycoyyMOnp6WRlZeHo6Mj58+dZvnw5GRkZREZG8swzz3D58mUyMzPZvXs3s2fPprKykqqqKhoaGnBwcKC4uBgHBweGDBnCpUuXGDNmDLNnz+azzz6TtT5v17JlyxZdHRi+ceNGunfvTmlpKatWrWLnzp2cO3fOGA/Qvn17hg4dSkxMDNu3bycqKgp7e3s+//xzXFxcGDx4MImJiUaXztUiqzU1NaSkpPDSSy9RUFBAREQEPj4+dO7cmfj4eGOMwerVq0lOTjYGIjc0NGBvb4+zszNJSUm88cYbpKSksHDhQhobG/niiy8oKytj+vTp7N27l4SEBHx9fenWrRsXLlwgODiYRYsW8Yc//AGTycSf//xnY9mLTp060a1bNx5++GGKioro27cvsbGxxrqMkZGRfPfddwwdOpTo6GhjTbgRI0YQGBjIrl272Lx5M1lZWSxfvpz09HSWLl3K/v37MZlM/PDDD/zzn/8kNDSUF154AWdnZ3x9fWnVqhXbtm2jqqrKKB1wdQHc1NRUNmzYgIODA1OnTuXAgQMMHz4cs9lMu3btKCoqYsuWLaSmphIZGUl+fj4BAQGUlZXh4eGB2WwmMDAQW1tb7OzsKCwsJDAwkLy8PMxmszEY19HREYCSkhICAwPx9PTkxIkTVFZWEhERwblz57hw4QIxMTEkJiayfPlyDh48yKBBgygoKEBrzapVq0hOTjYW0HZwcGDbtm0MHDiQmTNncubMGcLDw41FmisrK7GxscHV1RWlFP3798fX15c+ffoYk0+uTspwcXEhNTWVNWvWEBsbS0VFBYMGDSIhIYEVK1awY8cOzGYzdnZ2ZGdnk5mZSX19PTt27CA3N5e5c+eydOlSpk6dyujRo7l8+TJOTk6sWLGCpKQk5s6di9aaWbNmGa1Wbdu2JT8/n8DAQOLj46mrqyMsLAyLxcLvfvc7PvjgA7p3785rr71G9+7dKS4uZtOmTTQ2NhIQEICfnx++vr6sWbPGmP05adIktmzZQl5eHn/9618JCQnBxsaGgoICfHx8yM7O5tVXX2Xz5s1MmjSJ8vJyKisrjS5EaOqqCAkJ4fPPPyctLY2YmBgGDBhAy5YtCQkJMWofBgQEcPbsWQBjrckdO3bQt29fzp07Z3QxpqSk0L9/fz788EOuXLlCcnIyfn5+nDx5kj/+8Y+8//77PPbYY9TV1Rm1lJ555hkmTpyIu7s77dq1M0qs7Nu3j+PHj3Ps2DEmTpxI+/bt+cc//kGHDh1obGwkPz+fpKQk5syZw+HDh+natStt27bl66+/NpLHGTNmUFNTYyQ2Bw4cwM3NjZ49e9K6dWsCAgLYu3cvTz/9NAkJCSxdupRt27bRp08fo7zD7t27iYiIwGKxsHLlSjp16mSUPXBzc8PLy4sdO3YY9RlPnz5tlAw6fPgwffv2pUuXLtjZ2XHx4kX27dtnrBO5d+9ekpKSjGXbLl26xPDhw8nIyGDmzJk4OztTU1ODv78/JSUlHDlyhFWrVrFt2zZj4s+FCxdIS0ujtraW8ePHY7FYjHFUNjY2nD9/noiICEaNGkV0dLSxfqSdnR0NDQ1UV1czfvx4ysvLadeuHS+88ALHjh1jyJAhuLi44OTkRPfu3Y0uOAcHB9577z08PDzw8fFh8ODBdOzYkeeee47g4GC6detGx44daWhooKqqChcXF/r164fZbMbLy4uioiJee+01Ro4cSUREBBs3biQ6OpouXbpw9uxZ3N3dadOmDc7Ozpw5c4Zhw4ZRVFTEvHnzjIHrrq6unDhxggMHDrBr1y5KSkqYN28eX3/9NUePHiUkJITS0lJjZv8HH3xASkoKY8eONQo7x8bGkpWVRXZ2Nu+++y7h4eFMnDiRNm3asGTJEuPDeo8ePYy1pFeuXIlSChcXFw4fPkx5eTmTJ0/mT3/6ExUVFTg7OxvLY7366qusXbsWs9lMWVkZfn5+HDlyhLq6Onr16sWqVauYMmUKrq6u+Pr6cubMGTw8PMjJyWHgwIGEhITQtWtXjh07hlKK119/3ZhBu3jxYvr06cOYMWOorq4mNTWVBQsWMHbsWL766iumTJliTMj65JNPqK2t5cqVK/ztb39j165deHp6UlFRwbp16ygsLGTkyJGcPHkSk8lEYmIiR48eJS4ujhYtWtCmTRsCAgLo0KGDsYzfuHHj8Pf3p66ujkcffZTx48dTXFyMl5cX1dXVxtKPV/8ebNy4Ea013377LSdPnmTNmjWkpqbi7+/P9OnT6dSpk7H024EDB6ivryc1NZU2bdoYiVlcXBzx8fFs2LCB/fv3ExcXR1FREZmZmTz//POEhYVx8OBBFixYwJtvvklDQ4O0qN2u+Pj4RZ999hmZmZksW7aMhIQERo0ahZubG126dDEqUF8dPGhvb8/ixYspKSnh8uXLBAQEEBISQmhoKCaTicDAQDIyMoiKiqKsrIwWLVoQGhpq1PqyWCw4OztTXl7OxYsXqaio4OWXX6a2tpagoCC2bt1q1CNyc3Nj+/btFBYW8tZbb5GXl4ePjw8Wi4WSkhKjGyIwMBCtNaGhocTExLBu3ToqKyv58MMPmTZtGh06dKC+vp7CwkI8PT157LHHiIyMJDExkW7duuHk5ER5eTl/+ctfMJlMBAUF0aJFC6MF5OOPP2bkyJGYTCbWrl2Lj48Pp06dYtGiRbi4uLBz506GDBnCkCFDmDJlirHA8vz580lOTiYhIQGtNVeuXKG4uJjnnnuO8vJygoKCyM/Px8fHh169euHg4IC7uzu2tracO3eOkJAQI/k4evQox48fp7a21hhHEBgYiJ2dnTE4OTAwkC5duhg1oqqrq/9lYPj58+exWCzs3LmTtLQ0zGYzTz75JFVVVURGRpKamsqOHTtwcnLCzs6OnTt3UlZWhpubG71792b16tU4OTkxfPhwo47avHnzcHd3N2bb1dTU4OXlhclkol27drRt25bS0lJjsH5GRgaurq44ODiQnJxMcXExjY2NxjiNxx9/nPXr15ORkUGvXr14+OGHCQkJMdaL/PLLL9m9ezcxMTEMGTKEvLw8bGxsmDVrFmlpacyePRsbGxujK2nz5s1MmTKFH374AXd3dyoqKnB1dWXfvn1GkdpevXrRsWNHQkNDcXd35/Tp00yePJmKigp69+5NcXExly5dYvDgwURERJCTk8MjjzzCtGnT2LRpkzHz6up5PT09sVgszJs3j3Xr1nHq1Cm01gwdOhSLxWLUZbr6oSghIYHq6mpKS0upqqri0KFDnD17lqioKM6cOcO+ffsICgri4sWLhIeH89133+Hk5MS7775LdHQ0QUFB/5JI29jYEB0dTXh4OGPGjMHLy4sXX3yR0aNHM2HCBEpKSnjqqadISkoy1se82vU6fPhwysvLqaur4+zZs7i5uVFTU8PDDz9Mbm4u3t7eBAUF0blzZ5544gljofiIiAgcHR2N31VWVhbnzp3DYrFw9uxZo0X2anmVFi1aEB4eTm1tLZmZmWRnZ+Pl5YWHhwf+/v588skntGzZ0iiempKSQvv27Y2hEOHh4Xz88cdEREQYHy6uXsdjjz3GQw89RE5ODp07d8bR0ZGePXvSs2dPTCYTH330EQsWLMDDw4O33nqLnTt3kpOTY/zB6dq1KzNmzCAtLQ03NzdiYmKIioqiVatW/P3vf6eurs5oRSgqKiIvL4/q6mpatmzJ5MmTeeWVV2jXrp1RE6uystIoDm5vb8+nn35q/DF+5JFH2LdvH7W1tUyePJkDBw4YRaN9fHywt7enqKgIGxsbnJ2djbqPb7zxBkFBQcyfP5+oqChj6Eh6ejpz586lvLycqqoqMjIyWLhwodFVVVdXR2FhIS4uLlRUVLBz507efPNN/Pz88PPzw9vbG1dXV+Li4oyu2tmzZ7Nw4UIGDx6M2Wymvr4ei8WC2WwmOzubl19+maNHj+Ls7Ex6ejrBwcF88sknBAUF8fjjjzNy5EhKS0uNLs/evXvTsmVL7Ozs0Fpz9OhRJk+ejIeHB1u3bmXx4sXExcWRmJjI6dOn6devHz169KBnz55GKZfo6GicnJxo27Ytu3fvpnXr1tjY2DB69GhKS0uZMGECkZGR2Nra4ujoyKhRo+jduzcBAQGkpKSwZMkSWrVqRXBwMGFhYdjb2xtDNbKyshgwYADr1683Cum+8soreHt7U1BQQFhYGMXFxZSVlVFQUEBMTAyPPvoojo6ODB8+nKysLGM88vnz5+nTpw8+Pj7GLM1nn30WX19fcnNzOXjwIJ07d2bmzJlERUWRmprK6NGj2bNnD6dPn+b3v/+9UXg+IyODJ598kmHDhmEymdi3bx8AWVlZrFixgm+//ZakpCTOnz9PaGgoQUFBFBUVcejQIdLT0ykqKsLf3x93d3dsbGw4ePAgrVu3JjExkdjYWEaMGIG/vz89evQwZrTGxMRw5MgRgoKC6NevH97e3oSFhaG1xtPT02iJLCkpwc/Pz/g/3KNHD7p06UJYWJhxTwgPDzdWWKmtrSUnJ0fKc9wuNzc3fbXi82/J999/z0MPPXSvL0PcpyS+xN0isSXupt9KfH3//ff6woULP7nmuiRqv2FKqcta6zb3+jrE/UniS9wtElvibrrf4usnMzkhhBBCCHFvSKImhBBCCNFMSdfnb5hSSmn5BYq7ROJL3C0SW+Juut/iS1rU7jGl1BSl1PBfcuz9FIii+ZH4EneLxJa4m+63+JJE7S5QSn2olCpVSp24wT5bpdQ3Sqkd12weo5RarZR63fqajkqp/UqpbKVUllJqzjXHz1FKnbBuj7tm+xSl1EdKqb8rpRYqpZYopT5TStlb98copU4qpXKVUvOvOe5m259XSr2nlHpbKeVwh39Eohm4WZzeKCYkHsTP8RP3MIkv8asopVoqpb5WSmVa4+uNa/bdd/ElXZ93gVJqIFAF/D+tdbfr9r0C9AactdbDlVJTgCta6wSl1Cat9VillCfgqbU+qpRyAo4AI2lKrDcCfYEfgd3A77XWudb3+VFr/bFS6kutdZRS6jVgF3AcOAVEA4VABvAccPJG27XW2dak8RKwTWtdcLd+VuLeuVGcKqVsuXGsPIvEg7hNt7iH3fCeg8SX+BmUUgpoo7WuUkq1AJKBOTTF030XX9KidhdorZOAi9dvV0r5ALHAP67bVXH1UOvxxVrro9bnlYAZ8Aa6Aula62qtdT2QCDxzzftYrI9l1scfAQeaErtcrfUZrfWPNCV7I26xHa31YuAg8F9Kqc6/6AchmrWbxOkNY0LiQfwct7iHSXyJX003qbL+s4X1S3Ofxpckav9eK4F5QOPtHqCU8geCgXTgBBCulGqvlGoNDAM63sbbeAPXfoootG672XaUUjOBCdZrvXC71yt+824YExIP4pe67h4m8SXuCOswomNAKfCF1vq+jS+7e30BDwrrhIFSrfURpdSgq9u11uuueT7uumMcgc1AnNbaAliUUm8Be4HLwDGg4Wbvo7VeYX2fUT/3erXW7/3cY8T9S+JB/BLX38Oaeqz+N4kv8XNprRuAIKWUK7BVKdXtFq/9TceXtKj9+wwA/o9SKo+m5tjBSqn1N3uxtd99M5Cgtd5ydbvW+gOtdYjWeiBNfe6nbuPcP/CvLW8+1m032y4eXBIT4o64yT1M4kvcUVrrcmA/EMN9Gl+SqP2baK3/Q2vto7X2B8YBX2mtJ9zotdaBkh8AZq31f1+3z9366EvT+LSPb+P0GUBnpdRD1lmg44Dtt9guHlwSE+JXu8U9TOJL/GpKqQ7WljSUUq1omjyQw30aX5Ko3QVKqQ1AKvCIUqpQKTX9Z77FAGAiTa1ux6xfw6z7NiulsoF/Ai9aP03cknXiwUvAHpoG9f5/rXXWzbb/zGsVv1E3ilOJCXGH3PAeJvEl7hBPYL9S6jhNydkXWusd92t8SXkOIYQQQohmSlrUhBBCCCGaKUnUhBBCCCGaKUnUhBBCCCGaKUnUhBBCCCGaKUnUhBBCCCGaKUnUhBBCCCGaKUnUhBBCCCGaKUnUhBDiBpRSKb/i2Ko7eS1CiAeXFLwVQog7TClVpbV2vNfXIYT47ZMWNSHEA0sp5a+UylFKJSilzEqpT5VSra37qqyPfZRSx5VSLZVSbZRSWUqpbtZ9E5RSX1uXSFqrlLL9ifPtV0pFW58vUUqtutvfoxDit00SNSHEg+4RIF5r3RWwALOu3am1zqBpYeclwHJgvdb6hFKqKzAWGKC1DgIagPE/ca6FwJ+VUuOBYCDujn4nQoj7jt29vgAhhLjHCrTWh6zP1wOzgRXXveYvNC3+XGvdDxAFhAAZSimAVkDprU6ktU5STS9+BRiktW64I9+BEOK+JYmaEOJBd/1A3RsN3G0POAItgJbAZUABH2mt/+N2T6SU6g54Ahe01pW/7HKFEA8S6foUQjzofJVS/a3PnweSb/CatcDrQALwlnXbl8AopZQ7gFKqnVLK72YnUUp5Wo8fAVQppWLu0PULIe5jkqgJIR50J4EXlVJmoC2w5tqdSqlJwBWt9cfAMqCPUmqw1job+E9gr1LqOPAFTa1l/4t1gsIW4P9qrc3AYprGqwkhxC1JeQ4hxANLKeUP7NBad7vHlyKEEDckLWpCCCGEEM2UtKgJIYQQQjRT0qImhBBCCNFMSaImhBBCCNFMSaImhBBCCNFMSaImhBBCCNFMSaImhBBCCNFMSaImhBBCCNFMSaImhBBCCNFMSaImhBBCCNFM/Q+LyVQcPr81+wAAAABJRU5ErkJggg==\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(10, 10))\n",
"ax = plt.axes(projection=wcs)\n",
"ax.imshow(hdu.data, vmin=mean-std, vmax=mean+3*std, cmap='binary')\n",
"ax.set_xlim(matching_row['XWIN_IMAGE'] - 256, matching_row['XWIN_IMAGE'] + 256)\n",
"ax.set_ylim(matching_row['YWIN_IMAGE'] - 256, matching_row['YWIN_IMAGE'] + 256)\n",
"\n",
"# Note: last argument is 'origin': FITS standard uses 1-based Fortran-like\n",
"# indexing, but Python uses 0-based C-like indexing. In this case, we are\n",
"# aligning these locations to a Python array, so we want 0-based indexing.\n",
"\n",
"x, y = wcs.all_world2pix(calib_table['ra'], calib_table['dec'], 0)\n",
"ax.scatter(x, y, facecolor='none', edgecolor='red')\n",
"\n",
"# I happen to know that these images are upside down; use APLPy or the like to\n",
"# automatically orient North upward\n",
"ax.invert_yaxis()\n",
"\n",
"ax.set_xlabel('pixel $x$')\n",
"ax.set_ylabel('pixel $y$')"
]
},
{
"cell_type": "code",
"execution_count": 107,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 107,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(10, 10))\n",
"ax = plt.axes(projection=wcs)\n",
"ax.set_xlim(matching_row['XWIN_IMAGE'] - 256, matching_row['XWIN_IMAGE'] + 256)\n",
"ax.set_ylim(matching_row['YWIN_IMAGE'] - 256, matching_row['YWIN_IMAGE'] + 256)\n",
"ax.imshow(\n",
" hdu.data, vmin=mean-std, vmax=mean+3*std,\n",
" cmap='binary')\n",
"x, y = wcs.all_world2pix(calib_table['ra'], calib_table['dec'], 0)\n",
"ax.scatter(x, y, facecolor='none', edgecolor='red')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's now match the calibration sources with sources in the SExtractor catalog."
]
},
{
"cell_type": "code",
"execution_count": 108,
"metadata": {},
"outputs": [],
"source": [
"calib_coords = astropy.coordinates.SkyCoord(calib_table['ra'], calib_table['dec'])\n",
"indexes, _, _ = calib_coords.match_to_catalog_sky(catalog_coords)"
]
},
{
"cell_type": "code",
"execution_count": 109,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"Table masked=True length=19 \n",
"\n",
"rptf rerr MAG_AUTO MAGERR_AUTO \n",
"mag mag mag mag \n",
"float64 float64 float32 float32 \n",
"18.051 0.032 -9.7602 0.0299 \n",
"15.742 0.011 -12.0844 0.0043 \n",
"15.209 0.007 -12.6132 0.0032 \n",
"17.942 0.023 -9.8900 0.0231 \n",
"16.188 0.01 -11.6361 0.0057 \n",
"18.102 0.044 -9.8108 0.0357 \n",
"18.722 0.031 -9.1197 0.0361 \n",
"16.728 0.016 -11.0744 0.0082 \n",
"18.581 0.028 -9.1939 0.0344 \n",
"18.2 0.023 -9.5808 0.0286 \n",
"14.598 0.008 -13.2128 0.0023 \n",
"17.762 0.029 -9.9765 0.0255 \n",
"18.272 0.03 -9.5726 0.0308 \n",
"18.298 0.027 -9.4639 0.0305 \n",
"17.751 0.021 -10.0750 0.0178 \n",
"18.21 0.027 -9.6532 0.0249 \n",
"15.487 0.011 -12.3439 0.0037 \n",
"17.52 0.019 -10.2847 0.0149 \n",
"18.759 0.037 -9.0462 0.0389 \n",
"
"
],
"text/plain": [
"\n",
" rptf rerr MAG_AUTO MAGERR_AUTO\n",
" mag mag mag mag \n",
"float64 float64 float32 float32 \n",
"------- ------- -------- -----------\n",
" 18.051 0.032 -9.7602 0.0299\n",
" 15.742 0.011 -12.0844 0.0043\n",
" 15.209 0.007 -12.6132 0.0032\n",
" 17.942 0.023 -9.8900 0.0231\n",
" 16.188 0.01 -11.6361 0.0057\n",
" 18.102 0.044 -9.8108 0.0357\n",
" 18.722 0.031 -9.1197 0.0361\n",
" 16.728 0.016 -11.0744 0.0082\n",
" 18.581 0.028 -9.1939 0.0344\n",
" 18.2 0.023 -9.5808 0.0286\n",
" 14.598 0.008 -13.2128 0.0023\n",
" 17.762 0.029 -9.9765 0.0255\n",
" 18.272 0.03 -9.5726 0.0308\n",
" 18.298 0.027 -9.4639 0.0305\n",
" 17.751 0.021 -10.0750 0.0178\n",
" 18.21 0.027 -9.6532 0.0249\n",
" 15.487 0.011 -12.3439 0.0037\n",
" 17.52 0.019 -10.2847 0.0149\n",
" 18.759 0.037 -9.0462 0.0389"
]
},
"execution_count": 109,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"matches = astropy.table.Table()\n",
"matches.add_column(calib_table['rptf'])\n",
"matches.add_column(calib_table['rerr'])\n",
"matches.add_column(catalog_table[indexes]['MAG_AUTO'])\n",
"matches.add_column(catalog_table[indexes]['MAGERR_AUTO'])\n",
"matches"
]
},
{
"cell_type": "code",
"execution_count": 110,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(8, 8))\n",
"plt.errorbar(matches['MAG_AUTO'], matches['rptf'],\n",
" xerr=matches['MAGERR_AUTO'], yerr=matches['rerr'],\n",
" linestyle='none')\n",
"plt.xlabel('SExtractor MAG_AUTO')\n",
"plt.ylabel('Abs. mag. in photometric calibrator database')\n",
"plt.gca().invert_xaxis()\n",
"plt.gca().invert_yaxis()\n",
"plt.grid()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now let's do a linear fit. Scipy's orthogonal data regression module, `scipy.odr`, is great for fitting functions with errors in both independent and dependent variables."
]
},
{
"cell_type": "code",
"execution_count": 111,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Beta: [ 0.99876512 27.80407073]\n",
"Beta Std Error: [0.00359417 0.04356198]\n",
"Beta Covariance: [[1.26586001e-05 1.52798022e-04]\n",
" [1.52798022e-04 1.85953166e-03]]\n",
"Residual Variance: 1.0204967829375617\n",
"Inverse Condition #: 0.0069297846662899855\n",
"Reason(s) for Halting:\n",
" Sum of squares convergence\n"
]
}
],
"source": [
"data = scipy.odr.RealData(\n",
" x=matches['MAG_AUTO'], sx=matches['MAGERR_AUTO'],\n",
" y=matches['rptf'], sy=matches['rerr'])\n",
"odr = scipy.odr.ODR(data, scipy.odr.models.unilinear)\n",
"odr.run()\n",
"\n",
"odr.output.pprint()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's see what the fit looks like:"
]
},
{
"cell_type": "code",
"execution_count": 112,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(8, 8))\n",
"plt.errorbar(matches['MAG_AUTO'], matches['rptf'],\n",
" xerr=matches['MAGERR_AUTO'], yerr=matches['rerr'],\n",
" linestyle='none')\n",
"plt.plot(matches['MAG_AUTO'], odr.model.fcn(odr.output.beta, matches['MAG_AUTO']))\n",
"plt.xlabel('SExtractor MAG_AUTO')\n",
"plt.ylabel('Abs. mag. in photometric calibrator database')\n",
"plt.gca().invert_xaxis()\n",
"plt.gca().invert_yaxis()\n",
"plt.grid()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Finally, we can evaluate the magnitude of the target:"
]
},
{
"cell_type": "code",
"execution_count": 113,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"17.33861097863418"
]
},
"execution_count": 113,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mag_R = odr.model.fcn(odr.output.beta, matching_row['MAG_AUTO'])\n",
"mag_R"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Then, we propagate errors from the fit and from SExtractor's relative magnitude measurement."
]
},
{
"cell_type": "code",
"execution_count": 114,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.014766867189160877"
]
},
"execution_count": 114,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Jacobian w.r.t. fit parameters\n",
"fjacb = odr.model.fjacb(odr.output.beta, np.atleast_1d(matching_row['MAG_AUTO']))\n",
"# Jacobian w.r.t. data\n",
"fjacd = odr.model.fjacd(odr.output.beta, matching_row['MAG_AUTO'])\n",
"\n",
"# Uncertainty in magnitude due to fit\n",
"var = np.dot(fjacb.T, np.dot(odr.output.cov_beta, fjacb))\n",
"\n",
"# Add contribution due to uncertainty in relative photometry\n",
"var += np.dot(fjacd.T, np.dot(matching_row['MAGERR_AUTO']**2, fjacd))\n",
"\n",
"# Take square root -> error bar\n",
"emag_R = np.asscalar(np.sqrt(var))\n",
"emag_R"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"So, but for color corrections, this source has a magnitude of $17.34 \\pm 0.015$."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This is the afterglow of a GRB at a redshift of $z=0.145$. What's its luminosity distance?"
]
},
{
"cell_type": "code",
"execution_count": 115,
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$709.47944 \\; \\mathrm{Mpc}$"
],
"text/plain": [
""
]
},
"execution_count": 115,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"z = 0.145\n",
"cosmo = astropy.cosmology.default_cosmology.get()\n",
"DL = cosmo.luminosity_distance(z)\n",
"DL"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's convert this to a distance modulus to find the source's absolute magnitude."
]
},
{
"cell_type": "code",
"execution_count": 116,
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$39.254699 \\; \\mathrm{}$"
],
"text/plain": [
""
]
},
"execution_count": 116,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"distance_modulus = 5 * np.log10(DL / (10*u.pc))\n",
"distance_modulus"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Another shortcut:"
]
},
{
"cell_type": "code",
"execution_count": 117,
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$39.254699 \\; \\mathrm{mag}$"
],
"text/plain": [
""
]
},
"execution_count": 117,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cosmo.distmod(z)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And so the absolute magnitude is:"
]
},
{
"cell_type": "code",
"execution_count": 118,
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$-21.916088 \\; \\mathrm{}$"
],
"text/plain": [
""
]
},
"execution_count": 118,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mag_R - distance_modulus"
]
}
],
"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",
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