diff --git a/Ch02-statlearn-lab.ipynb b/Ch02-statlearn-lab.ipynb
index 2850a76..593ca12 100644
--- a/Ch02-statlearn-lab.ipynb
+++ b/Ch02-statlearn-lab.ipynb
@@ -3,9 +3,24 @@
{
"cell_type": "markdown",
"id": "5e73fbeb",
- "metadata": {},
+ "metadata": {
+ "editable": true,
+ "slideshow": {
+ "slide_type": ""
+ },
+ "tags": []
+ },
"source": [
- "# Introduction to Python\n"
+ "# Introduction to Python\n",
+ "\n",
+ "\n",
+ "
\n",
+ "\n",
+ "\n",
+ "[](https://mybinder.org/v2/gh/intro-stat-learning/ISLP_labs/v2.2?labpath=Ch02-statlearn-lab.ipynb)\n",
+ "\n",
+ "\n",
+ "\n"
]
},
{
@@ -21,40 +36,41 @@
"id": "3a3d134b-02d8-43d1-9e75-77d9a9f718fa",
"metadata": {},
"source": [
- "To run the labs locally in this book we recommend:\n",
+ "To run the labs in this book, you will need two things:\n",
"\n",
- "```bash\n",
- "make jupyter\n",
- "```\n",
- "\n",
- "This command \n",
- "\n",
- "* installs [uv](https://docs.astral.sh/uv/)\n",
- "* creates a virtual environment (based on requirements.txt) using uv\n",
- "* installs [jupyterlab](https://jupyterlab.readthedocs.io/en/stable/getting_started/starting.html)\n",
- "* starts the [Jupyter server] (https://localhost:8888)\n",
- "\n",
- "We also provide a [DevContainer](https://codespaces.new/tschm/ISLP_Labs)."
+ "* An installation of `Python3`, which is the specific version of `Python` used in the labs. \n",
+ "* Access to `Jupyter`, a very popular `Python` interface that runs code through a file called a *notebook*. "
]
},
{
- "cell_type": "code",
- "id": "4a432465-5295-47ee-86ce-c71ace0949af",
- "metadata": {
- "ExecuteTime": {
- "end_time": "2025-01-09T11:52:27.726758Z",
- "start_time": "2025-01-09T11:52:27.724933Z"
- }
- },
+ "cell_type": "markdown",
+ "id": "5c17a221",
+ "metadata": {},
+ "source": [
+ "You can download and install `Python3` by following the instructions available at [anaconda.com](http://anaconda.com). "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "319b6d8c",
+ "metadata": {},
"source": [
- "# We can catch all errors in the ci/cd process\n",
- "import warnings\n",
+ " There are a number of ways to get access to `Jupyter`. Here are just a few:\n",
+ " \n",
+ " * Using Google's `Colaboratory` service: [colab.research.google.com/](https://colab.research.google.com/). \n",
+ " * Using `JupyterHub`, available at [jupyter.org/hub](https://jupyter.org/hub). \n",
+ " * Using your own `jupyter` installation. Installation instructions are available at [jupyter.org/install](https://jupyter.org/install). \n",
+ " \n",
+ "Please see the `Python` resources page on the book website [statlearning.com](https://www.statlearning.com) for up-to-date information about getting `Python` and `Jupyter` working on your computer. \n",
"\n",
- "# Promote all warnings to errors\n",
- "warnings.filterwarnings('error')"
- ],
- "outputs": [],
- "execution_count": 352
+ "You will need to install the `ISLP` package, which provides access to the datasets and custom-built functions that we provide.\n",
+ "Inside a macOS or Linux terminal type `pip install ISLP`; this also installs most other packages needed in the labs. The `Python` resources page has a link to the `ISLP` documentation website.\n",
+ "\n",
+ "To run this lab, download the file `Ch2-statlearn-lab.ipynb` from the `Python` resources page. \n",
+ "Now run the following code at the command line: `jupyter lab Ch2-statlearn-lab.ipynb`.\n",
+ "\n",
+ "If you're using Windows, you can use the `start menu` to access `anaconda`, and follow the links. For example, to install `ISLP` and run this lab, you can run the same code above in an `anaconda` shell.\n"
+ ]
},
{
"cell_type": "markdown",
@@ -93,6 +109,7 @@
},
{
"cell_type": "code",
+ "execution_count": 1,
"id": "13be547e",
"metadata": {
"ExecuteTime": {
@@ -100,9 +117,6 @@
"start_time": "2025-01-09T11:52:27.744398Z"
}
},
- "source": [
- "print('fit a model with', 11, 'variables')\n"
- ],
"outputs": [
{
"name": "stdout",
@@ -112,7 +126,9 @@
]
}
],
- "execution_count": 353
+ "source": [
+ "print('fit a model with', 11, 'variables')\n"
+ ]
},
{
"cell_type": "markdown",
@@ -124,6 +140,7 @@
},
{
"cell_type": "code",
+ "execution_count": 2,
"id": "9eb79b74",
"metadata": {
"ExecuteTime": {
@@ -131,11 +148,32 @@
"start_time": "2025-01-09T11:52:27.759215Z"
}
},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "\u001b[31mSignature:\u001b[39m print(*args, sep=\u001b[33m' '\u001b[39m, end=\u001b[33m'\\n'\u001b[39m, file=\u001b[38;5;28;01mNone\u001b[39;00m, flush=\u001b[38;5;28;01mFalse\u001b[39;00m)\n",
+ "\u001b[31mDocstring:\u001b[39m\n",
+ "Prints the values to a stream, or to sys.stdout by default.\n",
+ "\n",
+ "sep\n",
+ " string inserted between values, default a space.\n",
+ "end\n",
+ " string appended after the last value, default a newline.\n",
+ "file\n",
+ " a file-like object (stream); defaults to the current sys.stdout.\n",
+ "flush\n",
+ " whether to forcibly flush the stream.\n",
+ "\u001b[31mType:\u001b[39m builtin_function_or_method"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
"source": [
"print?\n"
- ],
- "outputs": [],
- "execution_count": 354
+ ]
},
{
"cell_type": "markdown",
@@ -147,21 +185,19 @@
},
{
"cell_type": "code",
+ "execution_count": 3,
"id": "0fb04362",
"metadata": {
+ "ExecuteTime": {
+ "end_time": "2025-01-09T11:52:27.789134Z",
+ "start_time": "2025-01-09T11:52:27.787348Z"
+ },
"editable": true,
"slideshow": {
"slide_type": ""
},
- "tags": [],
- "ExecuteTime": {
- "end_time": "2025-01-09T11:52:27.789134Z",
- "start_time": "2025-01-09T11:52:27.787348Z"
- }
+ "tags": []
},
- "source": [
- "3 + 5\n"
- ],
"outputs": [
{
"data": {
@@ -169,12 +205,14 @@
"8"
]
},
- "execution_count": 355,
+ "execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 355
+ "source": [
+ "3 + 5\n"
+ ]
},
{
"cell_type": "markdown",
@@ -190,6 +228,7 @@
},
{
"cell_type": "code",
+ "execution_count": 4,
"id": "e69d158e",
"metadata": {
"ExecuteTime": {
@@ -197,9 +236,6 @@
"start_time": "2025-01-09T11:52:27.814881Z"
}
},
- "source": [
- "\"hello\" + \" \" + \"world\"\n"
- ],
"outputs": [
{
"data": {
@@ -207,12 +243,14 @@
"'hello world'"
]
},
- "execution_count": 356,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 356
+ "source": [
+ "\"hello\" + \" \" + \"world\"\n"
+ ]
},
{
"cell_type": "markdown",
@@ -237,6 +275,7 @@
},
{
"cell_type": "code",
+ "execution_count": 5,
"id": "469b6873",
"metadata": {
"ExecuteTime": {
@@ -244,10 +283,6 @@
"start_time": "2025-01-09T11:52:27.846624Z"
}
},
- "source": [
- "x = [3, 4, 5]\n",
- "x\n"
- ],
"outputs": [
{
"data": {
@@ -255,12 +290,15 @@
"[3, 4, 5]"
]
},
- "execution_count": 357,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 357
+ "source": [
+ "x = [3, 4, 5]\n",
+ "x\n"
+ ]
},
{
"cell_type": "markdown",
@@ -276,6 +314,7 @@
},
{
"cell_type": "code",
+ "execution_count": 6,
"id": "8bcb5c5b",
"metadata": {
"ExecuteTime": {
@@ -283,10 +322,6 @@
"start_time": "2025-01-09T11:52:27.878965Z"
}
},
- "source": [
- "y = [4, 9, 7]\n",
- "x + y\n"
- ],
"outputs": [
{
"data": {
@@ -294,12 +329,15 @@
"[3, 4, 5, 4, 9, 7]"
]
},
- "execution_count": 358,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 358
+ "source": [
+ "y = [4, 9, 7]\n",
+ "x + y\n"
+ ]
},
{
"cell_type": "markdown",
@@ -348,19 +386,19 @@
},
{
"cell_type": "code",
+ "execution_count": 7,
"id": "ac55fedf",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:27.909060Z",
"start_time": "2025-01-09T11:52:27.907647Z"
- }
+ },
+ "lines_to_next_cell": 0
},
+ "outputs": [],
"source": [
"import numpy as np "
- ],
- "outputs": [],
- "execution_count": 359
+ ]
},
{
"cell_type": "markdown",
@@ -382,20 +420,20 @@
},
{
"cell_type": "code",
+ "execution_count": 8,
"id": "c4d9f140",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:27.921561Z",
"start_time": "2025-01-09T11:52:27.920070Z"
- }
+ },
+ "lines_to_next_cell": 0
},
+ "outputs": [],
"source": [
"x = np.array([3, 4, 5])\n",
"y = np.array([4, 9, 7])"
- ],
- "outputs": [],
- "execution_count": 360
+ ]
},
{
"cell_type": "markdown",
@@ -419,17 +457,15 @@
},
{
"cell_type": "code",
+ "execution_count": 9,
"id": "106ef1ea",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:27.929307Z",
"start_time": "2025-01-09T11:52:27.927364Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "x + y"
- ],
"outputs": [
{
"data": {
@@ -437,12 +473,14 @@
"array([ 7, 13, 12])"
]
},
- "execution_count": 361,
+ "execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 361
+ "source": [
+ "x + y"
+ ]
},
{
"cell_type": "markdown",
@@ -464,18 +502,15 @@
},
{
"cell_type": "code",
+ "execution_count": 10,
"id": "d111ed03",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:27.953696Z",
"start_time": "2025-01-09T11:52:27.951757Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "x = np.array([[1, 2], [3, 4]])\n",
- "x"
- ],
"outputs": [
{
"data": {
@@ -484,12 +519,15 @@
" [3, 4]])"
]
},
- "execution_count": 362,
+ "execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 362
+ "source": [
+ "x = np.array([[1, 2], [3, 4]])\n",
+ "x"
+ ]
},
{
"cell_type": "markdown",
@@ -513,6 +551,7 @@
},
{
"cell_type": "code",
+ "execution_count": 11,
"id": "d9562687",
"metadata": {
"ExecuteTime": {
@@ -520,9 +559,6 @@
"start_time": "2025-01-09T11:52:27.981633Z"
}
},
- "source": [
- "x.ndim"
- ],
"outputs": [
{
"data": {
@@ -530,12 +566,14 @@
"2"
]
},
- "execution_count": 363,
+ "execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 363
+ "source": [
+ "x.ndim"
+ ]
},
{
"cell_type": "markdown",
@@ -549,17 +587,15 @@
},
{
"cell_type": "code",
+ "execution_count": 12,
"id": "4fe5b7cf",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.029075Z",
"start_time": "2025-01-09T11:52:28.027277Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "x.dtype"
- ],
"outputs": [
{
"data": {
@@ -567,12 +603,14 @@
"dtype('int64')"
]
},
- "execution_count": 364,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 364
+ "source": [
+ "x.dtype"
+ ]
},
{
"cell_type": "markdown",
@@ -587,17 +625,15 @@
},
{
"cell_type": "code",
+ "execution_count": 13,
"id": "c4c43c7d",
"metadata": {
- "lines_to_next_cell": 2,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.066788Z",
"start_time": "2025-01-09T11:52:28.064975Z"
- }
+ },
+ "lines_to_next_cell": 2
},
- "source": [
- "np.array([[1, 2], [3.0, 4]]).dtype\n"
- ],
"outputs": [
{
"data": {
@@ -605,12 +641,14 @@
"dtype('float64')"
]
},
- "execution_count": 365,
+ "execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 365
+ "source": [
+ "np.array([[1, 2], [3.0, 4]]).dtype\n"
+ ]
},
{
"cell_type": "markdown",
@@ -624,19 +662,149 @@
},
{
"cell_type": "code",
+ "execution_count": 14,
"id": "62851cb3",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.088689Z",
"start_time": "2025-01-09T11:52:28.087048Z"
- }
+ },
+ "lines_to_next_cell": 0
},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "\u001b[31mDocstring:\u001b[39m\n",
+ "array(object, dtype=None, *, copy=True, order='K', subok=False, ndmin=0,\n",
+ " like=None)\n",
+ "\n",
+ "Create an array.\n",
+ "\n",
+ "Parameters\n",
+ "----------\n",
+ "object : array_like\n",
+ " An array, any object exposing the array interface, an object whose\n",
+ " ``__array__`` method returns an array, or any (nested) sequence.\n",
+ " If object is a scalar, a 0-dimensional array containing object is\n",
+ " returned.\n",
+ "dtype : data-type, optional\n",
+ " The desired data-type for the array. If not given, NumPy will try to use\n",
+ " a default ``dtype`` that can represent the values (by applying promotion\n",
+ " rules when necessary.)\n",
+ "copy : bool, optional\n",
+ " If true (default), then the object is copied. Otherwise, a copy will\n",
+ " only be made if ``__array__`` returns a copy, if obj is a nested\n",
+ " sequence, or if a copy is needed to satisfy any of the other\n",
+ " requirements (``dtype``, ``order``, etc.).\n",
+ "order : {'K', 'A', 'C', 'F'}, optional\n",
+ " Specify the memory layout of the array. If object is not an array, the\n",
+ " newly created array will be in C order (row major) unless 'F' is\n",
+ " specified, in which case it will be in Fortran order (column major).\n",
+ " If object is an array the following holds.\n",
+ "\n",
+ " ===== ========= ===================================================\n",
+ " order no copy copy=True\n",
+ " ===== ========= ===================================================\n",
+ " 'K' unchanged F & C order preserved, otherwise most similar order\n",
+ " 'A' unchanged F order if input is F and not C, otherwise C order\n",
+ " 'C' C order C order\n",
+ " 'F' F order F order\n",
+ " ===== ========= ===================================================\n",
+ "\n",
+ " When ``copy=False`` and a copy is made for other reasons, the result is\n",
+ " the same as if ``copy=True``, with some exceptions for 'A', see the\n",
+ " Notes section. The default order is 'K'.\n",
+ "subok : bool, optional\n",
+ " If True, then sub-classes will be passed-through, otherwise\n",
+ " the returned array will be forced to be a base-class array (default).\n",
+ "ndmin : int, optional\n",
+ " Specifies the minimum number of dimensions that the resulting\n",
+ " array should have. Ones will be prepended to the shape as\n",
+ " needed to meet this requirement.\n",
+ "like : array_like, optional\n",
+ " Reference object to allow the creation of arrays which are not\n",
+ " NumPy arrays. If an array-like passed in as ``like`` supports\n",
+ " the ``__array_function__`` protocol, the result will be defined\n",
+ " by it. In this case, it ensures the creation of an array object\n",
+ " compatible with that passed in via this argument.\n",
+ "\n",
+ " .. versionadded:: 1.20.0\n",
+ "\n",
+ "Returns\n",
+ "-------\n",
+ "out : ndarray\n",
+ " An array object satisfying the specified requirements.\n",
+ "\n",
+ "See Also\n",
+ "--------\n",
+ "empty_like : Return an empty array with shape and type of input.\n",
+ "ones_like : Return an array of ones with shape and type of input.\n",
+ "zeros_like : Return an array of zeros with shape and type of input.\n",
+ "full_like : Return a new array with shape of input filled with value.\n",
+ "empty : Return a new uninitialized array.\n",
+ "ones : Return a new array setting values to one.\n",
+ "zeros : Return a new array setting values to zero.\n",
+ "full : Return a new array of given shape filled with value.\n",
+ "\n",
+ "\n",
+ "Notes\n",
+ "-----\n",
+ "When order is 'A' and ``object`` is an array in neither 'C' nor 'F' order,\n",
+ "and a copy is forced by a change in dtype, then the order of the result is\n",
+ "not necessarily 'C' as expected. This is likely a bug.\n",
+ "\n",
+ "Examples\n",
+ "--------\n",
+ ">>> np.array([1, 2, 3])\n",
+ "array([1, 2, 3])\n",
+ "\n",
+ "Upcasting:\n",
+ "\n",
+ ">>> np.array([1, 2, 3.0])\n",
+ "array([ 1., 2., 3.])\n",
+ "\n",
+ "More than one dimension:\n",
+ "\n",
+ ">>> np.array([[1, 2], [3, 4]])\n",
+ "array([[1, 2],\n",
+ " [3, 4]])\n",
+ "\n",
+ "Minimum dimensions 2:\n",
+ "\n",
+ ">>> np.array([1, 2, 3], ndmin=2)\n",
+ "array([[1, 2, 3]])\n",
+ "\n",
+ "Type provided:\n",
+ "\n",
+ ">>> np.array([1, 2, 3], dtype=complex)\n",
+ "array([ 1.+0.j, 2.+0.j, 3.+0.j])\n",
+ "\n",
+ "Data-type consisting of more than one element:\n",
+ "\n",
+ ">>> x = np.array([(1,2),(3,4)],dtype=[('a','>> x['a']\n",
+ "array([1, 3])\n",
+ "\n",
+ "Creating an array from sub-classes:\n",
+ "\n",
+ ">>> np.array(np.mat('1 2; 3 4'))\n",
+ "array([[1, 2],\n",
+ " [3, 4]])\n",
+ "\n",
+ ">>> np.array(np.mat('1 2; 3 4'), subok=True)\n",
+ "matrix([[1, 2],\n",
+ " [3, 4]])\n",
+ "\u001b[31mType:\u001b[39m builtin_function_or_method"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
"source": [
"np.array?\n"
- ],
- "outputs": [],
- "execution_count": 366
+ ]
},
{
"cell_type": "markdown",
@@ -648,17 +816,15 @@
},
{
"cell_type": "code",
+ "execution_count": 15,
"id": "816dac08",
"metadata": {
- "lines_to_next_cell": 2,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.117892Z",
"start_time": "2025-01-09T11:52:28.115732Z"
- }
+ },
+ "lines_to_next_cell": 2
},
- "source": [
- "np.array([[1, 2], [3, 4]], float).dtype\n"
- ],
"outputs": [
{
"data": {
@@ -666,12 +832,14 @@
"dtype('float64')"
]
},
- "execution_count": 367,
+ "execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 367
+ "source": [
+ "np.array([[1, 2], [3, 4]], float).dtype\n"
+ ]
},
{
"cell_type": "markdown",
@@ -684,17 +852,15 @@
},
{
"cell_type": "code",
+ "execution_count": 16,
"id": "9a81115b",
"metadata": {
- "lines_to_next_cell": 2,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.148644Z",
"start_time": "2025-01-09T11:52:28.146394Z"
- }
+ },
+ "lines_to_next_cell": 2
},
- "source": [
- "x.shape\n"
- ],
"outputs": [
{
"data": {
@@ -702,12 +868,14 @@
"(2, 2)"
]
},
- "execution_count": 368,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 368
+ "source": [
+ "x.shape\n"
+ ]
},
{
"cell_type": "markdown",
@@ -725,18 +893,15 @@
},
{
"cell_type": "code",
+ "execution_count": 17,
"id": "8f051245",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.174020Z",
"start_time": "2025-01-09T11:52:28.171879Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "x = np.array([1, 2, 3, 4])\n",
- "x.sum()"
- ],
"outputs": [
{
"data": {
@@ -744,12 +909,15 @@
"10"
]
},
- "execution_count": 369,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 369
+ "source": [
+ "x = np.array([1, 2, 3, 4])\n",
+ "x.sum()"
+ ]
},
{
"cell_type": "markdown",
@@ -761,18 +929,15 @@
},
{
"cell_type": "code",
+ "execution_count": 18,
"id": "906c3a0e",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.193559Z",
"start_time": "2025-01-09T11:52:28.191478Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "x = np.array([1, 2, 3, 4])\n",
- "np.sum(x)"
- ],
"outputs": [
{
"data": {
@@ -780,12 +945,15 @@
"10"
]
},
- "execution_count": 370,
+ "execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 370
+ "source": [
+ "x = np.array([1, 2, 3, 4])\n",
+ "np.sum(x)"
+ ]
},
{
"cell_type": "markdown",
@@ -805,6 +973,7 @@
},
{
"cell_type": "code",
+ "execution_count": 19,
"id": "e8b8d6db",
"metadata": {
"ExecuteTime": {
@@ -812,12 +981,6 @@
"start_time": "2025-01-09T11:52:28.222840Z"
}
},
- "source": [
- "x = np.array([1, 2, 3, 4, 5, 6])\n",
- "print('beginning x:\\n', x)\n",
- "x_reshape = x.reshape((2, 3))\n",
- "print('reshaped x:\\n', x_reshape)\n"
- ],
"outputs": [
{
"name": "stdout",
@@ -831,7 +994,12 @@
]
}
],
- "execution_count": 371
+ "source": [
+ "x = np.array([1, 2, 3, 4, 5, 6])\n",
+ "print('beginning x:\\n', x)\n",
+ "x_reshape = x.reshape((2, 3))\n",
+ "print('reshaped x:\\n', x_reshape)\n"
+ ]
},
{
"cell_type": "markdown",
@@ -854,17 +1022,15 @@
},
{
"cell_type": "code",
+ "execution_count": 20,
"id": "47c39f33",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.244575Z",
"start_time": "2025-01-09T11:52:28.242483Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "x_reshape[0, 0] "
- ],
"outputs": [
{
"data": {
@@ -872,12 +1038,14 @@
"1"
]
},
- "execution_count": 372,
+ "execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 372
+ "source": [
+ "x_reshape[0, 0] "
+ ]
},
{
"cell_type": "markdown",
@@ -890,17 +1058,15 @@
},
{
"cell_type": "code",
+ "execution_count": 21,
"id": "d74a5638",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.260574Z",
"start_time": "2025-01-09T11:52:28.258546Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "x_reshape[1, 2] "
- ],
"outputs": [
{
"data": {
@@ -908,12 +1074,14 @@
"6"
]
},
- "execution_count": 373,
+ "execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 373
+ "source": [
+ "x_reshape[1, 2] "
+ ]
},
{
"cell_type": "markdown",
@@ -929,6 +1097,7 @@
},
{
"cell_type": "code",
+ "execution_count": 22,
"id": "5a19217f",
"metadata": {
"ExecuteTime": {
@@ -936,13 +1105,6 @@
"start_time": "2025-01-09T11:52:28.290190Z"
}
},
- "source": [
- "print('x before we modify x_reshape:\\n', x)\n",
- "print('x_reshape before we modify x_reshape:\\n', x_reshape)\n",
- "x_reshape[0, 0] = 5\n",
- "print('x_reshape after we modify its top left element:\\n', x_reshape)\n",
- "print('x after we modify top left element of x_reshape:\\n', x)\n"
- ],
"outputs": [
{
"name": "stdout",
@@ -961,7 +1123,13 @@
]
}
],
- "execution_count": 374
+ "source": [
+ "print('x before we modify x_reshape:\\n', x)\n",
+ "print('x_reshape before we modify x_reshape:\\n', x_reshape)\n",
+ "x_reshape[0, 0] = 5\n",
+ "print('x_reshape after we modify its top left element:\\n', x_reshape)\n",
+ "print('x after we modify top left element of x_reshape:\\n', x)\n"
+ ]
},
{
"cell_type": "markdown",
@@ -985,27 +1153,50 @@
},
{
"cell_type": "code",
+ "execution_count": 23,
"id": "116ec7b8",
"metadata": {
- "lines_to_next_cell": 2,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.328585Z",
"start_time": "2025-01-09T11:52:28.327Z"
- }
+ },
+ "editable": true,
+ "lines_to_next_cell": 2,
+ "slideshow": {
+ "slide_type": ""
+ },
+ "tags": [
+ "raises-exception"
+ ]
},
+ "outputs": [
+ {
+ "ename": "TypeError",
+ "evalue": "'tuple' object does not support item assignment",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
+ "\u001b[31mTypeError\u001b[39m Traceback (most recent call last)",
+ "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[23]\u001b[39m\u001b[32m, line 2\u001b[39m\n\u001b[32m 1\u001b[39m my_tuple = (\u001b[32m3\u001b[39m, \u001b[32m4\u001b[39m, \u001b[32m5\u001b[39m)\n\u001b[32m----> \u001b[39m\u001b[32m2\u001b[39m \u001b[43mmy_tuple\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m]\u001b[49m = \u001b[32m2\u001b[39m\n",
+ "\u001b[31mTypeError\u001b[39m: 'tuple' object does not support item assignment"
+ ]
+ }
+ ],
"source": [
"my_tuple = (3, 4, 5)\n",
- "\n",
- "# with pytest.raises(TypeError):\n",
- "# my_tuple[0] = 2\n"
- ],
- "outputs": [],
- "execution_count": 375
+ "my_tuple[0] = 2\n"
+ ]
},
{
"cell_type": "markdown",
"id": "484ae7d1",
- "metadata": {},
+ "metadata": {
+ "editable": true,
+ "slideshow": {
+ "slide_type": ""
+ },
+ "tags": []
+ },
"source": [
"We now briefly mention some attributes of arrays that will come in handy. An array's `shape` attribute contains its dimension; this is always a tuple.\n",
"The `ndim` attribute yields the number of dimensions, and `T` provides its transpose. "
@@ -1013,6 +1204,7 @@
},
{
"cell_type": "code",
+ "execution_count": 24,
"id": "ec5dc91e",
"metadata": {
"ExecuteTime": {
@@ -1020,9 +1212,6 @@
"start_time": "2025-01-09T11:52:28.339499Z"
}
},
- "source": [
- "x_reshape.shape, x_reshape.ndim, x_reshape.T\n"
- ],
"outputs": [
{
"data": {
@@ -1034,12 +1223,14 @@
" [3, 6]]))"
]
},
- "execution_count": 376,
+ "execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 376
+ "source": [
+ "x_reshape.shape, x_reshape.ndim, x_reshape.T\n"
+ ]
},
{
"cell_type": "markdown",
@@ -1055,6 +1246,7 @@
},
{
"cell_type": "code",
+ "execution_count": 25,
"id": "31fbaf86",
"metadata": {
"ExecuteTime": {
@@ -1062,9 +1254,6 @@
"start_time": "2025-01-09T11:52:28.352759Z"
}
},
- "source": [
- "np.sqrt(x)\n"
- ],
"outputs": [
{
"data": {
@@ -1073,12 +1262,14 @@
" 2.44948974])"
]
},
- "execution_count": 377,
+ "execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 377
+ "source": [
+ "np.sqrt(x)\n"
+ ]
},
{
"cell_type": "markdown",
@@ -1090,6 +1281,7 @@
},
{
"cell_type": "code",
+ "execution_count": 26,
"id": "c0e63f89",
"metadata": {
"ExecuteTime": {
@@ -1097,9 +1289,6 @@
"start_time": "2025-01-09T11:52:28.369234Z"
}
},
- "source": [
- "x**2\n"
- ],
"outputs": [
{
"data": {
@@ -1107,12 +1296,14 @@
"array([25, 4, 9, 16, 25, 36])"
]
},
- "execution_count": 378,
+ "execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 378
+ "source": [
+ "x**2\n"
+ ]
},
{
"cell_type": "markdown",
@@ -1124,17 +1315,15 @@
},
{
"cell_type": "code",
+ "execution_count": 27,
"id": "365d1248",
"metadata": {
- "lines_to_next_cell": 2,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.403317Z",
"start_time": "2025-01-09T11:52:28.400918Z"
- }
+ },
+ "lines_to_next_cell": 2
},
- "source": [
- "x**0.5\n"
- ],
"outputs": [
{
"data": {
@@ -1143,12 +1332,14 @@
" 2.44948974])"
]
},
- "execution_count": 379,
+ "execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 379
+ "source": [
+ "x**0.5\n"
+ ]
},
{
"cell_type": "markdown",
@@ -1169,6 +1360,7 @@
},
{
"cell_type": "code",
+ "execution_count": 28,
"id": "e2756bb9",
"metadata": {
"ExecuteTime": {
@@ -1176,32 +1368,31 @@
"start_time": "2025-01-09T11:52:28.421233Z"
}
},
- "source": [
- "x = np.random.normal(size=50)\n",
- "x\n"
- ],
"outputs": [
{
"data": {
"text/plain": [
- "array([-0.52381151, -1.47221508, -0.84431169, -0.71728855, 1.77974661,\n",
- " 1.24961185, 0.50680102, -0.44276061, 0.03229295, -0.68332109,\n",
- " 0.02709764, -0.94278287, 0.38723987, 0.4291539 , 0.7771995 ,\n",
- " -0.51674277, -1.04586333, 0.15674212, 0.42195455, -0.94086639,\n",
- " -0.29359035, 0.24781208, -2.87423321, -0.38171296, 1.17385282,\n",
- " -2.31952964, -0.17814843, -0.72807939, 1.2561136 , -2.92647459,\n",
- " 0.43200462, 0.36169113, 0.22186133, -0.78770453, 1.11885225,\n",
- " 0.61390333, -0.04270281, -1.31318238, -1.25901839, 0.1776121 ,\n",
- " -0.53107262, 0.27921377, -0.93579786, 0.06995354, 0.04447345,\n",
- " 0.23871753, -0.78459198, -0.3001678 , -0.04420329, 1.11509966])"
+ "array([-0.06755286, -0.59515975, -0.59124445, 0.93345285, 0.50593652,\n",
+ " -1.76907045, -0.25741405, 0.87796801, 0.29867187, 1.19609283,\n",
+ " 0.16468045, 0.11386838, -1.82591518, -0.53335271, -0.85678655,\n",
+ " -0.19322137, 0.65343707, 0.47160945, 0.33741741, 0.58690539,\n",
+ " -1.00195451, 1.32539572, -0.84977831, 0.6590251 , 0.4127158 ,\n",
+ " -0.01590489, -0.33792676, -1.0412565 , 0.57664837, -0.89242264,\n",
+ " -0.03146975, -2.94619409, 0.84020772, -0.51395234, -1.48913189,\n",
+ " -1.67531694, 0.34131073, 0.01197368, -0.13921446, 0.37209259,\n",
+ " -1.1667784 , -0.14614259, -1.11819663, 1.43098144, 0.22207642,\n",
+ " 0.64787668, -0.06510998, -1.15919834, -0.84805457, -0.73155173])"
]
},
- "execution_count": 380,
+ "execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 380
+ "source": [
+ "x = np.random.normal(size=50)\n",
+ "x\n"
+ ]
},
{
"cell_type": "markdown",
@@ -1213,19 +1404,19 @@
},
{
"cell_type": "code",
+ "execution_count": 29,
"id": "d336dde1",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.452158Z",
"start_time": "2025-01-09T11:52:28.450554Z"
- }
+ },
+ "lines_to_next_cell": 0
},
+ "outputs": [],
"source": [
"y = x + np.random.normal(loc=50, scale=1, size=50)"
- ],
- "outputs": [],
- "execution_count": 381
+ ]
},
{
"cell_type": "markdown",
@@ -1238,6 +1429,7 @@
},
{
"cell_type": "code",
+ "execution_count": 30,
"id": "cad26f2b",
"metadata": {
"ExecuteTime": {
@@ -1245,23 +1437,22 @@
"start_time": "2025-01-09T11:52:28.465882Z"
}
},
- "source": [
- "np.corrcoef(x, y)"
- ],
"outputs": [
{
"data": {
"text/plain": [
- "array([[1. , 0.6760149],\n",
- " [0.6760149, 1. ]])"
+ "array([[1. , 0.56659826],\n",
+ " [0.56659826, 1. ]])"
]
},
- "execution_count": 382,
+ "execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 382
+ "source": [
+ "np.corrcoef(x, y)"
+ ]
},
{
"cell_type": "markdown",
@@ -1276,29 +1467,29 @@
},
{
"cell_type": "code",
+ "execution_count": 31,
"id": "a621aa6c",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.494123Z",
"start_time": "2025-01-09T11:52:28.492310Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "print(np.random.normal(scale=5, size=2))\n",
- "print(np.random.normal(scale=5, size=2)) \n"
- ],
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "[3.59500684 2.76208961]\n",
- "[2.7812781 1.77866888]\n"
+ "[-1.07468791 -1.07888433]\n",
+ "[ 3.84695783 -4.83482283]\n"
]
}
],
- "execution_count": 383
+ "source": [
+ "print(np.random.normal(scale=5, size=2))\n",
+ "print(np.random.normal(scale=5, size=2)) \n"
+ ]
},
{
"cell_type": "markdown",
@@ -1325,6 +1516,7 @@
},
{
"cell_type": "code",
+ "execution_count": 32,
"id": "8b4cf04d",
"metadata": {
"ExecuteTime": {
@@ -1332,12 +1524,6 @@
"start_time": "2025-01-09T11:52:28.545327Z"
}
},
- "source": [
- "rng = np.random.default_rng(1303)\n",
- "print(rng.normal(scale=5, size=2))\n",
- "rng2 = np.random.default_rng(1303)\n",
- "print(rng2.normal(scale=5, size=2)) "
- ],
"outputs": [
{
"name": "stdout",
@@ -1348,7 +1534,12 @@
]
}
],
- "execution_count": 384
+ "source": [
+ "rng = np.random.default_rng(1303)\n",
+ "print(rng.normal(scale=5, size=2))\n",
+ "rng2 = np.random.default_rng(1303)\n",
+ "print(rng2.normal(scale=5, size=2)) "
+ ]
},
{
"cell_type": "markdown",
@@ -1369,19 +1560,15 @@
},
{
"cell_type": "code",
+ "execution_count": 33,
"id": "4b80757c",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.554270Z",
"start_time": "2025-01-09T11:52:28.552317Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "rng = np.random.default_rng(3)\n",
- "y = rng.standard_normal(10)\n",
- "np.mean(y), y.mean()"
- ],
"outputs": [
{
"data": {
@@ -1389,12 +1576,16 @@
"(-0.1126795190952861, -0.1126795190952861)"
]
},
- "execution_count": 385,
+ "execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 385
+ "source": [
+ "rng = np.random.default_rng(3)\n",
+ "y = rng.standard_normal(10)\n",
+ "np.mean(y), y.mean()"
+ ]
},
{
"cell_type": "markdown",
@@ -1406,17 +1597,15 @@
},
{
"cell_type": "code",
+ "execution_count": 34,
"id": "1e06f53d",
"metadata": {
- "lines_to_next_cell": 2,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.587183Z",
"start_time": "2025-01-09T11:52:28.584957Z"
- }
+ },
+ "lines_to_next_cell": 2
},
- "source": [
- "np.var(y), y.var(), np.mean((y - y.mean())**2)"
- ],
"outputs": [
{
"data": {
@@ -1424,12 +1613,14 @@
"(2.7243406406465125, 2.7243406406465125, 2.7243406406465125)"
]
},
- "execution_count": 386,
+ "execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 386
+ "source": [
+ "np.var(y), y.var(), np.mean((y - y.mean())**2)"
+ ]
},
{
"cell_type": "markdown",
@@ -1442,6 +1633,7 @@
},
{
"cell_type": "code",
+ "execution_count": 35,
"id": "2499a37e",
"metadata": {
"ExecuteTime": {
@@ -1449,9 +1641,6 @@
"start_time": "2025-01-09T11:52:28.610458Z"
}
},
- "source": [
- "np.sqrt(np.var(y)), np.std(y)"
- ],
"outputs": [
{
"data": {
@@ -1459,12 +1648,14 @@
"(1.6505576756498128, 1.6505576756498128)"
]
},
- "execution_count": 387,
+ "execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 387
+ "source": [
+ "np.sqrt(np.var(y)), np.std(y)"
+ ]
},
{
"cell_type": "markdown",
@@ -1477,6 +1668,7 @@
},
{
"cell_type": "code",
+ "execution_count": 36,
"id": "3c308346",
"metadata": {
"ExecuteTime": {
@@ -1484,10 +1676,6 @@
"start_time": "2025-01-09T11:52:28.634686Z"
}
},
- "source": [
- "X = rng.standard_normal((10, 3))\n",
- "X"
- ],
"outputs": [
{
"data": {
@@ -1504,12 +1692,15 @@
" [ 1.02130682, -0.95964476, -1.66861984]])"
]
},
- "execution_count": 388,
+ "execution_count": 36,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 388
+ "source": [
+ "X = rng.standard_normal((10, 3))\n",
+ "X"
+ ]
},
{
"cell_type": "markdown",
@@ -1521,6 +1712,7 @@
},
{
"cell_type": "code",
+ "execution_count": 37,
"id": "7b5e8fcd",
"metadata": {
"ExecuteTime": {
@@ -1528,9 +1720,6 @@
"start_time": "2025-01-09T11:52:28.672646Z"
}
},
- "source": [
- "X.mean(axis=0)"
- ],
"outputs": [
{
"data": {
@@ -1538,12 +1727,14 @@
"array([ 0.15030588, 0.14030961, -0.34238602])"
]
},
- "execution_count": 389,
+ "execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 389
+ "source": [
+ "X.mean(axis=0)"
+ ]
},
{
"cell_type": "markdown",
@@ -1555,17 +1746,15 @@
},
{
"cell_type": "code",
+ "execution_count": 38,
"id": "157d4a21",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.717610Z",
"start_time": "2025-01-09T11:52:28.715716Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "X.mean(0)"
- ],
"outputs": [
{
"data": {
@@ -1573,12 +1762,14 @@
"array([ 0.15030588, 0.14030961, -0.34238602])"
]
},
- "execution_count": 390,
+ "execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 390
+ "source": [
+ "X.mean(0)"
+ ]
},
{
"cell_type": "markdown",
@@ -1623,6 +1814,7 @@
},
{
"cell_type": "code",
+ "execution_count": 39,
"id": "8b11e94e",
"metadata": {
"ExecuteTime": {
@@ -1630,26 +1822,25 @@
"start_time": "2025-01-09T11:52:28.766229Z"
}
},
- "source": [
- "from matplotlib.pyplot import subplots\n",
- "fig, ax = subplots(figsize=(8, 8))\n",
- "x = rng.standard_normal(100)\n",
- "y = rng.standard_normal(100)\n",
- "ax.plot(x, y);\n"
- ],
"outputs": [
{
"data": {
+ "image/png": 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vtyilozenLl6T3r+uM1G8BkMAYISnwW/g1/l49QJ6e+iCPV6fvyQusW3lfDL+6eqalNSncTH1crxy45ZMWntYOv+4Qmp8PFv6T90q247ZWsGG0J3vdKRojnTSpoIt3ICKuJkFDg3uTZFUhnSoIKmSJ5GFO0/JdwuMe4HB4G+M8DT4FTLb702eVGf+qED6iryZU8vzDYvK7D51ZVKPGtK5Wn7JmDq5HD9/TUVws0EL5b4vF6q5+IkL7ls+GeIgPH2cWBQbvRoXkxRJk8iyPWdUpBhCAw4V7z1YWm8PmLFDVu8/4++7ZDAkarwqPPv37y+VK1eWdOnSSfbs2aVVq1ayfbuZoTLcIVOaFPJoZIzmUD9UI2j1MuP3v1ZlZMXrjWRo54pqcJ886T06i/jB31ulev850mXECvUdvXLdRPElBIzaD0Qa/ZcLCyzhmSfjvdK5en69/ek/20xbNoR4tFJeeTA8t47SvDB2nfx7+bq/75LBkGjxqvCcP3++PPfcc7Js2TKZOXOm3LhxQ5o0aSKXLl3y5rc1BBndahfS+TqqTFuOnPerDUvT0jnlu84VVYQiRivky6gXKyI+Xxy3Tip/OEte+W29LN192giTeLDh0Dn9L44GGe5NLoFGj3qFJU2KpBq7OHWTd+aODeKXA+aHD5WR/FlSq6n8qxM2mHEKgyEUhef06dOlS5cuUrp0aQkPD5effvpJDhw4IKtXr/bmtzUEGbS9m5fNpbcDJTebSizt94k9asrcl+vJCw2K6AY2nqO/rT4k7X9YpklJn/2zTXaduOjvuxs0rA3A+U5HsqRNaU/Woi1rwgdCh3Spksvg9hW0m8ES2chl+/19lwyGRIlPZzzPnbNVOzJnzuzy769duybnz5+P8mFIHDwVaa30x/ojciTAYu4KZk0jvZsUlwWv1Jdfn64u7avklXSpkmnlhKjFRgPnS8shi+XnJfvkzCXTwnNnvjMiQIWnVYHPnCaFRrH+vvqQv++OwYOUDcugsbvwwV9bZfMR2zXJYDCEoPC8ffu29OrVS2rWrCllypSJdiY0Q4YM9o+8efP66u4Z/Ex43oxqc3Tz9n8yYvFeCVTv0SoFM0v/1uU0qnNwhwg1wifCc/3Bf+WdPzZLlQ9nSbefV8m0jUfl2k0zD+oIrU0eJyifN5MEKmlTJpOe9Yvo7UGzdqjhvSF06FqzgDQqmV3Tqp4fs9b4+BoMoSo8mfXctGmTjBs3LtrP6devn1ZFrY+DBw/66u4ZAoCn69qqnmNXHJTzV29IoFtBYVD9Y5fKsvz1huoXWDZPBhXOs7Yel2dHr5EqH86W1ydt1C1aM08mWkEkP5tZ2hK50kkg07FaPl02wuWASrYhtOY9P3s4XHJlSCV7Tl2StyZv8vddMhgSFT4Rnj179pS//vpL5s6dK2Fhtg1mV6RMmVLSp08f5cOQeKhXLLsUyZ5W5yjHLvdMjKYvyJo2pTxRq6D8+XwtmflSHXm2XmG9qCGyxiw/IG2+XSr1Pp+n1bMDp20b3YmR9Yds1c4yudNL8qSB7eSWMllSealxMb39zbzd+lwaQgdmuL9sF6FLjRPXHjYjFQaDD/Hquz9VHkTnpEmTZM6cOVKwYEFvfjtDkEMr25r1JFv9+s3bQekZ+GqzErLo1QYyultVNSVPnSKp7D99WQbN2il1PpsrD3+7RAXpucs3EmliUeC22Z2TtYpmT6ui83tjPB5QeCLwirGZlxrZDhdUPc2SoMEQAsKT9vqoUaNkzJgx6uV57Ngx/bhyJbCWRwyBQ8uI3JItXUo5dv6q/Ln+iAQrzH3WLJJVBjwaLqvebCSD2paX2kWzaoVl1f6z2oKv/NEs6TF6tczacjxRbE8HqnF8TM/hy02L6+3hi/aZIIEA5D9J2AhLj/pFpEbhLJpe1nPMGjPPazAEu/D89ttvdVazXr16kitXLvvH+PHjvfltDUEMLc4uNWwxmj8s9H6Mpi9InSKZtIrIIyOfrCpL+zWU1+8rIcVzpNOK7tSNx6TbL6uk6kez5d0/NsuGQ/+GxM/sDBd0DPkDfaPdmSalcqj1E8Jk8Jxd/r47Bi8cLjgUZkmTQrYduyAf/r3V33fJYAh5vN5qd/WBt6fBEB2dqubX9jQXggUhFl2YI30qeapOYZneq7b8/UIt6VaroM6IYsP005J98uDgxWrPNGTuLrVrChUQnTdu/acXePxQg2kRhdEJYDwiMc/ohirZ06eSgW3L6228PXGkMBgM3iOwJ/wNiZIMqZNLu8r59HaoztYhaErnziBvtigly/o1kJ+6VtZIv5TJksjuk5fks3+2S61P5kj775fJb6sO6sJVMGPZKGGbxc8eTFQvnEXqFMumjgUDZ5rI31CkbrFsdleNvhM2yMHIWFeDweB5jPA0BCRP1CqgbbDFu07LpsOhbfKcLGkSqVc8u3zVPkLnQT99uJxUK5RZ6Lgv3XNaXvl9g1T6YKa8OG6tzN9xUm4G4Tyofb4ziNrsjvSNnPWcsv6IX2NdDd7j5SbFJSJfRrlw9aa8MG5topi7Nhj8gRGehoAkLFNquT8yRpNZz8QU6/dopbwy7qnqsujV+vJK0+Kaa371xm2Zsu6IPD58hVT/eI58+PcW2Ro5MxkMBLvwLJMng7Qol0sPA5/PMFXPUASLr6/aRUj6VMlk7YF/zfNsMHgJIzwNActTkZnZf204KofOXk6U4vu5+kVkdu+6MuW5mvJ49fySKXVyOXnhmvywcK80/3KhNBu0QH5YsEdOnA/cjWvmV7GTslrtwUqfJsW1Cj9n2wlZue+Mv++OwQvkzZxaOw4wdP4e7TAYDAbPYoSnIaCrTFid3Lr9n9rZJFaYiUSwvdeyjCx/vZH88FglaV4mp6RImsS2iTt1q1TrP1seG75Cpqw7LFeu3wrI+U4qtxnuTS7BSsGsabQaDZ9M2xaS7gMGkWZlcknnavn1du/x6wL6UGcwBCNGeBqCouo5bmXiM1x3BXGTjUvlkG87VdS8+A8fKiOV8meS2/+JLNhxUl4ct07nQV/+bb0s2X1KbvMXgdJmDwveaqfFiw2L6gIYXqxzt5/w990xeIk37i8pJXOll9OXrkuv8ev08GswGDyDEZ6GgN82xfPy8vVbMnrFfn/fnYDb/u9YNb/8/mwNmfdyPRVF+TKnlkvXb2kEYIcflutm/KfTt8muExf8dj+DzTg+JnJmSCVdatp8Zj+dvj0ghL3B86RKnlQGd4hQW7clu0/LN3ONh6vB4CmM8DQEfJu5e507MZrXbgZWGzlQKJA1jWaLz3+lnvz+THVpXyWfLkkcOXdVs8YbDVwgDw5eJD8t3iunL17z2f2iHW1ltAfrYpEzz9YtLOlSJdMxhz+COF3LEDOFs6WV91uW0dtfzNohK/aauV6DwRMY4WkIePC3zJE+pS7VsNltiFmoVyqQWfq3Lisr3mgk33SsII1K5pBkSe6RDYfOybt/btGUpG4/r5SpG496PSJw3+nL8u/lGzoiUCJnegkFMqZOIc/ULay3B8zcrglUBt9yj0R6wXq54PxwxTBpHZFHR1mwMzt76bp3v6HBkAgwwtMQ8CBautYsqLfZ4DbtTffbhfeVzSXDHq8ky19vKO8+UErCwzKoEfqsrSekx+g1UvnDWdJv4kbd0vbGssy6g2f1v2Vyp9fnMVToWrOAJk4dPHNF548Nocv/WpWRQlnTyNFzV3V22iyVGQwJI3SuBIaQpkPVfJI2ZTLZeeKizNthljriSpa0KaVLzYIypWctmdW7jvSoV1hyZ0ilZtljVxyQR75bKnU/mydfzNwh+09f8tj3XX/wXNDbKLkidYpk8mLDInr7q9m75PL14E6WMkRPmpTJ5OsOEXpwmr3thI78GAyG+GOEpyEoSJ8qubSvYrOy+X5B4jGU9wZFsqeTvs1KyKJXG8iY7lXlkYphkiZFUjlw5rJ8OXunCtA23y6R0cv3J9hJYG2QG8fHRNvK+XSZ69TFa0aMhDgab3t/Sb3df9pW2XgotNPUDAZvYoSnIWig3c6s4rI9Z2RD5MKKIf4kSXKP1CicVT57JFxWvdlYvmxXXl0Ektwjsnr/WXlj0iZtxT87arXM2HwszrOMLIJtjYyXjMibSUINKmB9mhTT29/N223m/0IcvD2bls4hN279Jz3HrpELV429m8EQH4zwNAQNuTPeKw+E59bbpurpWe5NkVRals8jPz9RRZb1ayhv3GfzMbx+67ZM23RMnhq5Wqp+NEvembJJ7ZHcmXMj05x/nzlNCsmb+V4JRR4ol1tK5EwnF67dlO/m7/b33TF4eXHv0zbhkifjvZrExcHMzHsaDHHHCE9DUNG9ts1aiY3sg2cSX4ymL8iePpVaWE17sbZ+YOKfLV1KOXv5hvy8dL+0GrJYGg6cL0Pm7ooxytQxn52LdqhWjV9tVkJv/7Rknxw9d8Xfd8ngZe/cr9qX1+hUrLR+XXXQ33fJYAg6jPA0BBWlcqeX2kWzqr3Jj4v2+vvuhDxUPV+/r6Qsfa2BVkNblc8tqZInkT0nL8ln/2yXWp/MlXbfL5VfVx68q/VoRWWGh0BiUUzUK55NKhfIJNdu3pavZu/0990xeJmK+TPbRyze+WOz7Djuv3AGgyEYMcLTELQxmuNXHpR/L5u5Ol+QLGkSnf8c1C5C50E/e7ic1CicRShkMnPbd8IGqfTBLHlh7FqNkrx563ZIJRbFBNVclrXg11WHZM/Ji/6+SwYv80ydwnoAvnrjtvQcs0auXDfBFgaDuxjhaQg6ahXJqpW4KzduyahlJkbT12Br9UilvDKmezVZ/GoD6dusuBTJnlYrfrQfu45YKSXfnq7m8aGS0R4blQtkloYlsmum94CZO/x9dww+GLEY+Gh5HUHZcfyivP/XFn/fJYMhaDDC0xCUFaan6tgM5X9ast/r6TuGmBe+etQrIjNfqiN/9KwpXWoU0GUiNn8t2n6/VIbO3y3Hz1+VUOblpsW1Avz3hqPGbicRgOgc1La8Pud44f61waSqGQzuYISnIShpUS635MqQSj0UJ6897O+7k+jhMFAuLKO8+2BpTUkqmyeD/e/INO8/bZtU7z9bOv+4XCatPRSShutU4VuVz6O3P/1nm7/vjsEH1CySVZ6rZwsS6DdhoxyIrPIbDIboMcLTEJQkT5pEnoiM0fx+oYnRDLTnJkvaFHq7T+NimhvP8g1P0cKdp+Sl8et1HrT3r+tk8a5T2p4OFV5qVEySJ71Hf84lu075++6EPIHwyunVqKhUyp9JLbXw94yr363BkNgwwtMQtLSrklfSpUymG9ZE2RkCA7wNrY32OsWySfsq+eS3Z2rIglfqqzDLnyW1XL5+SyauOSwdhy2XWp/MkY+nbZOdIbAdnC9LaulQJZ/e/uSf7cbn0UsEkjsXi3dfto+QDPcmlw2Hzsmn002122CICSM8DUFLulTJpUM120X+B2MoHzBgro3nJ8k+tJ8dRdmLjYrKvJfryYRna0jHqvkkfapkcvTcVTVfb/zFAnng60UyfNFeHaEIVno2KCr3Jk+q4vufzcf9fXcMPgBT+c8fCdfbwxbtlTnbzPNuMESHEZ6GoKZrjYLa2lyx74ysPXDW33fH4GAcXzp3ehWfruZBK+bPJB8+VFZWvtlIvutUQRqXyqFxqBsPn9MN4aofzZYnflqpCxvBtjzG0smTtWxjIJ/P2B5SowSG6OE1zHId9Pl1vRw7F9rLdAZDfDHC0xDU5MyQSh4Mty10mBjNwMAxsSg2UiZLKs3K5JIfHqskK95oJO+3LC3heTOqWJuz7YT0HLNW8+Jfm7BBVuw9EzSzvE/VLSQZUyeXXScuysQ1h/x9dww+ot99JaRMnvRa8X9x3Fpz6DAYXGCEpyFkDOWnbz4m+09f8vfdSfTERXg6gg3TY9ULyJTnasrsPnWlZ/0i2sK8cPWmjFt5UB4dulTqfj5XBs7YLntPBfbznD5VculRr7DeHjRrZ9BVbQ3xg4PU1+0rSJoUSWX53jMmycpgcIERnoagp3jOdJqqwx7HsIUmRtOfXLt5S7YcOR8v4elI4Wxp1RdzYd/6Mu6pavJopTA1rj945op8NWeX1P98njz0zWIZuWx/wKZXIaJzpk8lh/+9IqOXH/D33TH4iIJZ08hHrcvq7a/n7JSlu0/7+y4ZDAGFEZ6GkODpyKrnb6sPyplLgSlEEgNbj16Q67dua/UyX+bUHkmIqVYoi3z6cLisfKORfNU+QrPRkya5R9Ye+FfemrxJW/FPj1wl/2w+FlBWNqmSJ1WrHRgyd9ddWfaG0KVl+TzySMUwtRCj5X46iJflDAZPY4SnISSoXjiLzlaRnTxyaeKN0WSm0J8JQesiF7zCwzLoEpEnuTdFUnkwPLf81LWKLO3XQN68v6SUypVeU5LYHn965Gqp8tEsFaMsmgWCldHDFcOkUNY0ehgy1fjExXstS2uU7IkL16TPb+uDZj7ZYPA2RngaQgJETvfatqrnL0v3JcqZuinrDkuTL+ZL62+WyI1bt/0835nJq98ne7pU0q12IZn6Ym2Z3qu2Vryzp0sp/16+oe33h75ZIg0HzJevZ++Ug2cu+9XjsU+T4np72MI9pvKViEidIpkM7hAhKZMlkXnbT8qwRWb50WAAIzwNIcP9ZXPpMsrpS9dlQiLbJCYf/KXx67S1x0zh7K3+MdRfH5lRHp73TmSmtymRM730u6+kLO3XUEY+WUUeisijPpp7Tl2SATN3SO1P5+pi0viVB+S8H9rdzcvk1AjRS9dvyZC5u33+/Q3+g9fm2w+U0tufTt9uP5gZDIkZIzwNIQPVJcs/kbZmYrEymb7pmLwwbq2KTqp+MG6l75dZWPKxts0TslgUX5j7rF00m3zRtryserORDHgkXGoWyaIpN1gxvTpho1T+YJb0HLNG5m47ITd9VBVmTrVvM1vVc9Sy/XLorMnz9hQBME0RKyRZcSi+efs/eX7sGr8cfgyGQMIIT0NI0bZyXk3DQQDN3BL66SGztx7Xixkim0rf2Keq6Z/P33FSjvx7xaf3xarmsNWbMbUtq91fpEmZTNpUDJPR3arJktcayKvNSkjR7Gnl2s3b8teGo9L1p5VSrf9sef/PLbLp8Dmvz4PWKpJVahTOootX2CsZEtcYUP82ZSVv5nvVlaHfhI0BMX9sMPgLIzwNIQWCo1O1/Hr7h4WhPVM1b/sJeXbUGl2ueSA8t3z2cDm1IapWKLNWgn5ddTAo/Du9Ta4M98qz9QrLjJfqyF/P15KuNQtIljQp5NTF6zJ88V5p8fUiaTpogcZ2eittBvHRt1kJvY2h/I4QyKU3xM3XFX9P0rn+3nhUxqww9lqGxIsRnoaQg9i6FEmTyOr9Z2X1/jMSiizaeUqeGrlaK2jMEA58NFxHDaB9FVt+/a8rD/p03CBQhaej+CuTJ4O880BpWfZ6QxnepZLcXy6XxnruOH5RPp62Tap/PFs6DVsuE1YfkkvXbnr0+/O4NC2dQ0ciPv9nu0e/tiHw4fm3Ri6otG87ZvO7NRgSG0Z4GkKO7OlTSauI3Hp76PzQq3piSN3tl5XqWdmoZA75sl2EJI8UndC0dE6Nazxy7qos2HnSJ/eJ1uH6SOFJ5GWgw+PVoEQOGdKhgvqDfty6rFQpYKsUL9p1Su1vKn0wS3qPXycLd570mIB/uUlxSXKPyIwtx2VNpPWUIfHQrVYh9aFl5OO50Wvk8nXPHm4MhmDACE9DSGJZK83celz2nLwoocLKfWfkyZ9Xql9p/eLZZEjHCK3YORuXM+8J43zU0jtw5rLmU1NpLpkrnfibi9duSv9pW+0pSjGR4d7k0q5KPvn1meqalNS7cTGdU71y45ZMXHtYOv+4Qmp8PFu/3vZjCWuRF82RTtpUCNPbn07fZmb9EhksmrH0liN9Stl98pK8M2Wzv++SweBzjPA0hCRc4BuUyG6L0VwUGsbdjA50Gb5CLl+/JbWLZpVvO1XUbGhXWO12bJVOXLjqszZ7qdzpo71Pvh5FoNptLV65S97MqeWFhkVlTp+6MrFHDelULZ8K0+Pnr+nXYxb0/q8WqifnyQvx8+Ts1biYCvRle87Iwp2n4vU1DMFLlrQpZVDbCK18/7b6kExee9jfd8lg8ClGeBpCEipJXNytWcdTQW7cTRsb0YkXJNvRPzxWSSub0VEsRzqpkC+jWrhMWO39CxvxlYE031m1YGY17qaqhN1UfOZBK+TLJB+0Kisr3mgo33WqKE1K5ZDkSe+RzUfOywd/b9Wt+K4jVsgf64/EKbAAr9nO1W0LcJ/+s80k2iTSpLXnG9jiVN+YtNFuQ2YwJAaM8DSEJOev3pTpm22CA/H16u8bJFjB7qfzj8vlwrWbUqVgZhn2eMyi06JdZVvVE+N0b7d0rYpnRL7AEJ6Z0qSQFuVsc75fz9mZIHFHBbdZmZzy/WOVZMXrjeR/LUvrz0klde72k/LC2LXqD8prbNme0259rx71CkvalMlk0+HzMnXTUfH366vVkMX6OjH4DirrHJA4TFKZv3Yz8aWtGRInRngaQhK8PPFttJi97YS8PmmjxzeVvc3Wo+el04/LVUhXzJ9JhneprFF87tAiPJeKm32nL8vSPae9dh9ZcrJmKQOl4gm0yWHbsQv6/HtK0HauXkAm9aip7fjnGxSRsEz36qFg/KqD0u77ZZqUxNb67hhmi2m3dqttCzsYMGOH3yJOrdcXBweTquP7wAMWAzOlTq4HkP5Tt/n7LhkMPsEIT0NIQqv0wXBbxctizPID0uSLBWq6Hgzg9dhx2HLNH2dT/KeulVVIugsC9cHytsdg3IqDXhUv2DpxAc2XObUECojgMnnS6+3Bc3Z6vOpbKFtazWFf8Ep9Gf9UNWlXOa+kS5lMI0sHz92lWfFUEn9Zuk/OXrp+178naz5zmhTaZv1tle8jXnc6vL44qL3YsJjP70NiJ2eGVDLg0XC9/dOSfTIjsktjMIQyRngaQhZM1Z1BFDz58yrpMXq1HD/v/aWb+LLrxEXp8MNyOXPpuuZ8//JEFUmXKnmcv077yHY7c46uxI8nsCpliGMEf6DAfelUNb89Q95bizxsKlctlEU+blNOVr7ZSL5uH6GLbVS0eGzenrJZqnw0S576ZZVM33TU3lLlENGzfhG9/eXsHXGaE00oVGPbR76+4P2WZVQEGXwPtl7dIqN+X/l9g75HGQyhjBGehpClQNY0Eh6WIcqfUZFDEEzdeEwaDZgvI5fuC7jlDipgHX5YpgtRJXOll5FPVtHN6vhQNiyDlM6dXiuSWAMlNuN4Kr7pUiWzz3p6e9aV2VsOPIxELOvXUN5qUUqrrqRL4d35zKg1UuXD2bpQgktBh6r5dNmIrfmfl+wTX7DP4fUFzUrnlJaRlfFg4z8JrN/d+EKqFe9V567ckBfHrpWbfhq9MBh8gRGehkRV9WRG78+etbQ6x1zeW1M2S5vvlgRMisiB05dVFJy4cE2K50gno7tVTXDuOR6VlqenN4RXIAtPxg0s38yV+87K8r2+S7LKli6lPFmroPz1fG2N63ymbmHJmT6ViovRyw9Im2+XSLNBC/QgBN/M261/500OnrG9vhC6QHToBw+VCahKdWIEL14iNRnVWLX/rAyatdPfd8lg8BpGeBpCXng6XlOxJcJcfOKzNeS9B0truxMroBZfLdLIxCvX/bdZeujsZWn/wzI5eu6qFMmeVkZ3r6ozgAmFalaq5Elk54mLsibS9shT/Hv5ut0KJhCFp+OSEQyes8sv9wF7q9eal5DFrzWQUU9WldYV8kjqFEl18QvzfUB0Nvh8ntfE55F/r+jri0Qriw8fKitZ06aUYCMUhXK+LKmlf5uyenvIvF3qRWswhCJGeBpCmhzpU6lliSPfL9itVabHaxSQWb3ran42lkvfzd+tBuELdvgmZtKVKGC+q1DWNDKmW1WPCYL0qZLL/WWtJSPPWuYwOwkFsqROcGXWWxTJnk6qF8qit4nD9GdUJa+7WkWzysBHy2tU58BHwzUMwOL0pesS/t4MjVNkCc5T2+7MM/P6OnT2zvxg64g8ahNlCBywACP8gcZEr/Hr4h1SYDAEMkZ4GkKeluVt8ZFU/SiUzNp6Qpd3gIWKoZ0ryfedK0quDKm0+vTY8BXy4ri1PnvTRxTQ/jx45orkz5JaxnSvpnnznqR9lbz63782HJULVz1XUVsXYMbx0dGpmm3JyJ9VT2fSpEwmrSuEycgnq+o8qCN/bzyqS3DVPpot7/6xWTYeOhfvMQlex4jO/adtlVWg5f/OA6UT/DMYPM87D5TSMRtmcHv/ui7gZtANhoRihKch5GleJqcmzpBvXiBLGv0zIg8daVI6p8zsXVe61iygUXZT1h2RRgPna4XQm2/8xFkiCmi54geJ6PTGdjEeoLTvyR/nZ/MU6w6eDQrh2aR0Dp25hDnbTqhpeiDBcz62ezX7/zculUOypk2hFVBsdh4YvEgaf7FAvpm3S6vj7nL64jXpOGyZ7DkZNRnnk4fLSYbU8VtYM4jXF9QGd4jQgzJODN8t2O3vu2QweBQjPA0hDy3gOkWz2Ss9MHHN4bsyzJn3pAo0+bmaugnOrN1rEzeqKfiuExc8fr9UFPywXEVB7kjhwYazt2bi8JmEcR5KqKECZ18sypdJApnkSZNI+8ifH4bMDYyqp3OMYp1ittdpmhRJtQo6oktlnVMm/pMq/afTt0vNT+Zohfz31Yd0Xjk6sM/Cp3PH8YtR/F/ZpK8b+X0MgUnRHOl0Bt0KGFi933dLcQaDtzHC05AosIzUj5y7onGH2Av9smS/y88tF5ZRpjxXU968v6TcmzyprNh3Rpp/uVAGzvSc16IlClj4yZE+pVY683rZfJ22Lvn1pKR4ouLHaMDZyzf0a5bMlU4CHbb7IxfIZdqmY2rQH2j0bVpc/ztl/REVjPVLZFdfUPxBP21TTueV6bgv2X1aXv5tvUZ19hq3VueSifC04NDUefhyTW2i0ms9P3kz3ytv3FfSbz+fwX0erZRXQzB4Xl8Yu07OXfau44HB4CuM8DQkChqVzKGtK+bcqkUumoxctj/aCM1kSZNosszM3nXUDBwfxq9m75T7vlwoS3YnbNuUCwgxhZYooNKJ56i3YUOelrOnqp5rI9vsJXOn1zzzQCd3xnulYUnbzx+oVc8yeTJIi3K5VFx+PmN7lAWxRyvnlfFPV5eFfevLy02K6RIaoxOT1x3RueTq/WfLR1O3yqp9Z/T/OWBgl9S9dkG1kmK++fOHw3W21BD40KX48KEyOvfN0mHfCeu97kNrMPgCIzwNiQIutohPoGrJFjZVoV9XxRwlGZYptfz4eCUZ0qGCisQ9ar69XKtN8UkCOn/1hjw2fLlsPmITBWO7V9XoRV/BxixMWXtELl9PWG691WaPCPD5Tkc6OywZ/bn+iN0KKpAghpPtd2ZRV7jwHaUy3rNBUZndp65M6lFDHqueXzKmTq7er98v2CMPf7dUbcPgnQdLyw8L9+rtJ2sW1IQlQ/BAWtng9hV0Rv2fzcf1sGwwBDtGeBoSDVZ2+9SNR6VrTVtE3Y+L9saaEkLl4f5yufRCjycklSPm6xoOnC8T1xxyuwrBPN7jw1eoBRG55rTXsfrxJdgKkd6Eef7fG46GrHF8dNQqklUrSEBn+tt5gVf1LJg1jbZZ4dPp26J9ffG6jMiXSeMuV7zeSL5sV/6uz3lh7B13hp4NbPGchuCC9LF+zW3jER/8tVU2HwmsxTiDIa4Y4WlINNQtnk3Sp0qmqS2YNdN6xteQeT93oN35Qauy8vszNdTuhJzr3r+u17Y5MYQxQUu/64gValZP/OWoblWleE7fz0WSK97WvmQUc7U3Jq7fvK1V22ATnvz8HaveMZRnyYw0n0DjxYZFdaGIFBsqn7Fx+7//5LdVh+z//2glW1qTI7U+mSuv/LZelu4+HTIWPYml84zbRqOS2XU2/fkxa6MdETIYggEjPA2JBuYQm5fJpbdnbD5ub7vSnozL7BTWRH+9UEteaVpcxcHiXaelyaAFMnjOThVkzpCG9OTPK3XOjtxwkmtK546aIe9LHqkYpq1cssLju2BDxCg/Ky1eq4IYLDxSMa9GFALBAUMD0K4Ge6UuNQvo7c/+2R6jULx285Y8PXK1muOzDT/h2eryctPiWlW3YKmIivtvqw+pfVftT+fKZ/9ss/vZGgIbqtufPRyuXsOM+7w1eZO/75LBEG+M8DQkyu122u3YyiAcNx4+J8v2nImzPc9z9YtoBjfJM4iwz2fskBZfL9TlDgvmSbv/skq/PpY2vzxRRVtn/gRz+oYlsuvtcSsOJqjNHh6WMejiCzOlSaELPBa/rjykJv6BxrN1C+tBhSW0P9a79l7ldUfK0fwdJ9WBYXiXylIhXyZ5feImdRwolSu97PiguSx4pb789kx1DRLga7KsMmTubvWqbTl4kfy8ZJ9W8A2B/br9sl2EOjNMXHtYx30MhmDECE9DooKNdpaEWCzCUujhimH2GM34kD9LGhWTg9qW12UhLHBY7ug3caPO1lmVKHK5f+paWWfyAgFryWji2kNaMQvVxCJ3koxoX1L1DkT/2WfqFtbbA2Zuv6uaTpwmM5wkcXGAYgmO5SEEyaytx9XmamDbcK3ucjioXCCz9G9dTqM6WZbj8EHlm5njd/7YLFU+nCXdfl4l0zYejddrwpcE11HHc1QpmFlealRMb1P13H3SVKwNwYcRnoZEBRfa+8vaql1UkbBMomA3d/vJeLeduai3isijue/WbN3YFQek8oeztBKFjRNG4JUKRM2M9ycYldO2+/fyDd2WjSt3jOODU3iyiU9IgMXo5fs1ojAQZ/s4KOGZ6miBxUIc88XTNx9TgfnDY5WkRpGsWsl8/88t+jkvNS4mJXLe+Rkdk3FYlvuxS2VZ/npDjWgsmyeDjh0gWJ8dvUb9QV+ftFGNy42FT2DRo34RqVE4i1ppUe32lLewweArjPA0JNp2+8wtxzXJqGmpnPr/PySw6kUr7NOHw3WG0xGu23hIBpoAfyRyc5pY0Lj6kDJnBuXDglN4clhwrHoSp4rDQaCROkUyeSFyG/2r2bt0qQRD8b6/b1A7KGx2vutcQQ8SzIG++vsGdSwgJOGpOoVi/fpZ06ZUh4c/n68lM1+qI8/WK6wHkvNXb8qY5QekzbdLpd7n82TQrB2y/3TgWU8lRvjdtTosjGF8+PdWf98lgyFOGOFpSHRQ7WLZ4vL1W1rh6R55gZ687nCCZ/2oRFHtdOTazdvS5IsF2s6PzbrJl1CdpdpLCk5cRMX6Q7ZqJ16oiO1gpWX53JLOwUz9lyX75N/LgTfn2LZyPrXAoiI7fNFe6Tdxg874JUtyjwzuUEEalMhhr9oy1kGFfcAj4SpQ4hrT+GqzErLo1QYypltVaVMhTJeVCF0YNGun1P1snjz87RIVpCZFR/w+pz2wrc0+C29PxiMMhmDBCE9DooNql+XpSbudLfVK+TNpOtGIxfvi/XWpRPX5bb38vfGoVqJor9N+J+aQtthHU7fJA4MX2829/Q3m+FaGfVysleyLRUE63+lYTWwTOeMLl67fkp+WxP/59xbMaPZpYpvrGzBzh/y66pAumLBo0rS0rVqPnRevL3itWYkEhRIgWGnbD3g0XKM6qa6xQMf3xN6JFjxjJD1Gr5ZZW47rrKnB99Qtls0+A9x3woaAtAUzGFxhhKchUfJgeB797/ztJ7V6Y7UlqRphOxNXaHO+8vt6mbLuiFaivulYUXO2i2RPK+OeqiafPlxO/Tu3Hj0vrb5ZLO/+sVkuXPV/1YgtZ8AD0l0BEYzG8dHh6OkJVBQD4XlxpkU520HJ4ou25XVO0/HAw+GG2b/HqttsmDwlzplfHvlkVVnar6G8fl8JKZEznS5kTd14TLr9skqqfjRbX88cqMw8qG/hQMJYxYWrN+WFcWvNIcAQFBjhaUiUYN6OCTwX0Ombj2qcJtnXvIHHdeYR0ckWO2bkVIu+bh8hjUvliFJhJYmG5KOHIvLozCeVtcYDF8g/m90zr/cWZJdnTZtC27izt8ZuVI6wCCXhSXuZirQFs42BFkvIY/7xtK13bTdbDFu4Rz1ZsevigINJvjfIkT6VPFWnsEzvVUemvlBbutUqqItP2DDxem45ZLHaMw2Zu0uXnAzeB1u3r9pFaDAG4RSfz9ju77tkMMSKEZ4GSexLRrTbuViz4Q60292tHCAK3pqyScavOqitSNqSzSO35l0tclCpGvlkFTVdP3b+qtotPfXLKjl67orfLlxWu3m8w9Z0dLBdjdBgk7qUw1Z4MNO5+p0lIxi2cG+Cc+w9Ba8vDOStvHWLr2bv1P/ixDBgxg69/XaLUjo+4Qt47t9sUUqWvtZAbcIYXWG2dPfJS3p/a30yR9p/v0x+XXUwICvIoUTezKn1wAFD5+9RJw2DIZAxwtOQaHkgsn1JhOCJC1eldYU8Wv2jWoPBvDui4L0/t8jo5Qd0SYeZuAciZ0djonbRbPJPrzryXP3C2pafseW4NBowX0Ys3qttU1/TrrKt3cwF60gslap1kYtFJXOn1ySoUKBJqZx6KLBAWI+Np7G+p/ly9k75Zp7NY/b9lqXl92eq623mPLcfuyC9f12nVfsGJbLLIy5iMr1NsqRJpF7x7PJV+wj1B0UAVSuUWav6S/ec1u175kFfHLdW5m0/EVDLdaFEszK57ElsvcevkxMBGIhgMFgY4WlItJDXTrsYrff3hqPqb2jNx1E5iGlejb/DxsRaRvmkTTl5KML9Cz/f65WmJeTvF2pLhXwZdbEFEdv6m8Wy+cg58SUFs6ZRscDjQIXKLeN4P6cveXp5p11kfr3F0Pm7/e6PSMuabXJ48/6S+trECxbjdw4oTQctkE2Hz2ts6cety/o9QSpdquQ6UjLuqeqy6NX6GilbKFsatapi9rnLiJVS/eM58uHfW2TLkfMe+Z5movQOb9xfUkrmSi+nL12XXuPX+eUQazC4gxGehkSN43Y7UDUgenDL0fNqMxSd6Pxk+nYZFun7+NFDZfWCG99Z09+fqSEftCqjUYakyDw4eLF8NHWrT9u9VpLRrysPxnjBWnfwbFAbx0dH+6r5dFTC4sSFa5pr7i/wlKVlDa81L2EfAwFy2B35X8syaq8TSNDyJ1J2du+6MuW5mvJ49fyaHU+aF2MD9321UJoNslmMBWJcaTDCYXZwhwhNSeO965u5u/x9lwwGlxjhaUjUkNmN4GAwHzsSfCmt9KGh0RjKfzFzh3w3/077k8z3hMB8KWbmXKRJVUL4EeHI8tHcbbEv/HgCbHmonB05d1UW7HQ9I0Zk46bISlX5vIER/ekp8mS81+6Haflffjdvt1+2hH9avFc+nGpbJurTuJjdMsexQu2IO+Md/oIqLLZb77UsI8tfb6QJS/eVzakzwpifYwFVvf9seWz4Cpm89nDAzNYGK4WzpdWDCHwxa4es2HvG33fJYLgLIzwNiRoqRdULZ4lS9XyyViEVowt2nFT7I+eljq/m7LIvc3jSuob7MqRjBRnepZIKIWZNu/60Up4bs8brM1tUS9i4h+i2+rcdO6/iE4GKeXyo0alaPrvwZEOcx3/SmsM+vQ+jlu2XdyMjL59vUESeb1j0rs8ZONO2TGSxZNcpCZaRBtwesBpjHpROAf65FNj5XaM9TFTny7+t158Jt4jo8PNUQUDDsmDriDz6uDJbe/ZS4IUiGBI3RngaEj32dvu6I/bZz+ZlbJvpPyy8U/X8dt5u+0UfP8MnahX0yv2h8jazdx3pXrugiiDmTxsOnK+iJKaLsaeWjLBVYtnKGcv4Pjwso9/nCb0BZvokBCGuc6S3LRt9M2+XzxZiGHN4c/Imvf103ULSu7HNNN6RlfvO2F+THE7gk3+2B51/ZobUybVT8PuzNWT+K/WkV6Oi+tgz6/z76kPSYdhy3Yz/ZPo22XXigr/vbtDxv1Zl1B7u6Lmr6i8cbK8PQ2hjhKch0dOsdC5NGtp+/IJuCoMVo4kYxeoIr0QugsDSBH6G3gTj7jfuL6XzceXCMqi/KKLkkaFL7ffR0zBvihn1zdv/yYTVd1f61oZIYlFMIw+WoTyXaWYS952+rElU3mbimkPy6sQNevuJmgU1fchZ3JPT3udXRITIIxXDZPJzNXWejwPBP5uPS7CSP0sa6dWomApQtvYRpPhSMvbBYa/RwAXy4OBF6vpw+uI1f9/doCBNymTydYcIrTLP2noiQYlsBoOnMcLTkOih+lK3WHa9/cd6m+Bi2x2TbkRYvc/myQd/22buqMywNOEryuTJIJN61JR3HiiludkYhd//1UL57J9tXtm6bh9Z9cTT07lKYhnHk3UfqjxSKa9erPecvKQb5DB4zi6vVpr/XH9E28s83Cy3vdWipMuK8sfTtsmBM5cld4ZU8tYDpdS8HZEKGIcHu1URPzOPOS34FW80km87VtBgByzHNhw6p64PpCR1+3mlbPbQVnwoUzp3BnVDgP7TtsrGQ751yzAYosMIT4PBwUz+z/VH7YLr6ciq57Wbtgs6vpsvupi58za027vWLCgze9fVGTnE8JC5u3UreNFOz873tQjPpfONVPrwYbQgVhQxFsoVT8icJoW0iAwAYM4Xp4GdJy56LWFq+qajOtuIriW+9L0HS7sUnQt3nrQnKn36cLikT5Vcbz9Vt5DO3O46cVEmrvXtPKq3Z44JYhj2eCVZ/npDfVzCwzLoa58KnsXrEzfq+IFpJbuGg0zT0jnkxq3/pOfYNcbM3xAQGOFpMIhIo5LZ1UaJipJV2cNSxwIt8HKT4n6dbcyd8V7dCv6uU0XJmT6VisNOPy6Xl8av81gLkha/JcLHOZior480jidxCXEWynSMNOKet/2kfeHq6zm7PC5uZm05Lj3HrFUXgzYVwuTDVmVdxl2eu3JDjdjhser5pVbRrPa/Q4D2qGcb+/hy1k6/e496gyxpU8rjNQrIlJ61ZFbvunoAtGAB7JHvlkrdz+bp/PW+U7bDkcEG71eftgnXeeD9py/LG5M2GZFu8DtGeBoMkYLLyldnu50Fh9cnbbT/fY50qbRqEAg0K5NTl4/wRkQHT1p7WJePMH/3xEXFardP33TMvhG7PoTy2WMDQ3+MuKl0U/FkxAFf17nbPWdtxdfqMXqNVvBals8dY8b6+39u0SURnATw9HQGZwUOIogwUrRCmSLZ02rwAs8PsATG88OBEceJep/P0xAGFvH+vWy2ua1RIpKl6Jzw3hZbSITB4G2M8DQYIkEAAIP41sxd20p5NU6RXPW/Nti23gMBUmLwRmT+k4vwv5dtVbF23y+T3ScvJuhrlw3LIKVzp9coRkQtrHPYaE8MVSIrfhBHAasC+tVsz1Q9GY94euRqfXzxtBzwSLjdO9SZGZuPyYQ1h7TtTyQrByRXbWlmj620o8TQTrUeLsYOVr3ZWL5sV17qFsumf77mwL+6iFflw9nyzMjV+hjiVJCYqZg/k/RpYnNJeOePzbLjuHEKMPgPIzwNBocMdUeYuevfuqx0rWnz6sTUPdDaVFQg/+hZU/o1LyGpkieR5XvPSPNBC2XQrB1y7Wb8265WhOS4yCUjS3iGWmJRTIcQa9a1ZK50kjJZEn0MFu9ynWblLsv2nJZuv6xUIUSF/ct2EZp37goy462qOy4LFfPblp1c8XDFMLXP4d8MW2hL1EoM8Nq8N0VSaVk+j/z8RBVZ1q+hLtRwGEPYT998TJ4auVqqfjRL3p6ySZ/DQPsd9hXP1CkstYtm1QjTnmPWhORYhiE4MMLTYIhkjlNKkDVz16lqfrWtIWllgYeXeTxB8qRJ5Om6hWXmS3W16sMFl4zv+75cKMsdFoTiQsuIPCpkdxy/qO058p+xnCoV2eJMDHY0rSvksY8cWJGiX8+xZafHh1X7zsgTP63UC3+DEtk13pDnzhWIozcnb5RTF69LsRxp5aVGd3t6OoJ47dPEFqWJ9depRGo7RAgD8aLTXqytH0/VKSTZ06WUs5dvyC9L90urIYul4YD5MnjOTjl09rIkJngvG/hoeXVD4PcalwCDwR8Y4WkwqGn6cXl+7Br7/6dLmUxu3L5tn5FqG1kBJEM7UMmbObX81LWyfN0+QscDdp+8JG2/Xyav/r4hzvNuLK3cX9Y2evDaBFvVDdFJWzexQIwpzNxyXBeuiHmkohyfGMK1B85KlxEr5fL1W1p1+qZjBUmZLPrHErE/deMxtRJCLLjzuDcvk1PK5smgJuy03BM7VD1fv6+kLO3XUH55ooq0Kp9bD1N7Tl2Sz2fskFqfzJW2Q5eqcX9iGE8AROegtuV1NnzsigMBNT5kSDwY4WlI9MzbfkKeHbVGl4fISs+aNoVcuHZTFuy4U93EL5E5vEW7Tsmmw+cCej6R7G5y360q3fhVB7XKQxZ2XNqMjBrAlciWXGJYLHKkWI506uWK1REb7g9XCtM/HxxHUYd/IlnkF6/dlOqFssj3nSvFKCSPn78qb0/ZrLefb1BUvVzdrWj1bWareo5ediDRVfSig9/bOsWyyaB2EToP+vkj4VKjcBYVXxwk+k7YIJU+mCXPj12rS1/B7ocaGzWLZJXn6tm8iPtN2CgHTieO1wkBDDuPX5D5O06q6MYFAZsyg++5e1LdYEhEsOjBDBjtaSpGg9qVl/5Tt8nwxXu16mRtulNNvK9sLjX7ppXJRSyQoUrLfCrtYrwO8aLEL5JFlQ9aldG0GHcWEtgixiMy1P07Y6p6UuEkv37cU9Vk/MqDmivOrKA7QnzLkfNqeUXyVJUCmeXHLpV0JjE6OBi8NmGDWihRvezhYB3kDrWKZFVRtWT3aR23QGSFIvF1NWNul3lYPo78e0UmrzssE9cc1tc4v9t80C1gxhcrLZbsQjEelmW05XtPy8p9Z9Xf8/dnamhwQrBy49ZtPbDh/sDzisPD0X8dbp+7qr9TzmAztfi1Bn65z4mZe/4L4Enr8+fPS4YMGeTcuXOSPn3imC0z+I6lu09L159W6MwdCSm0P3nzRVQwC4av5+q3Gtk3ialcPTB4kVZQFvStb8/KDnRYZPl+wW75as4uvc2izIuNikr32oWinTG0+G7+bk3MgTl96kqhbGklMcHjVePj2TpryeuDHHvEO68XzM1jgs1hXAZY+MGi6Zcnq6rwiQkE7msTN+rr8O/na0nRHOnifJ+t1y8b3tN71dHKbajR4uuFsunweR0tqVfcljoWX7gE8rV4Xjls8nxZFM+RTg9vLC/lzJBKQglEWfMvF6og61aroLzZopQEIjw/zOhyf60PhORhh9uITnfCxYhi5VB+8MwV/X88YbHnMvhWr5mKpyFRQhXLWvSoXzybDOloyzUGElIwSsdwmfk+LjqWzRCtUhJ9hi/aK28F6Bu1M/xcPRsUlfvL5ZY3Jm3Uatin07fLlLVH5KPWZbWyGR2WXyJcupb4tmB57JjvJSkKb8j/tSojE9cekllbj2s1s1Ru12+wVNA6/LBcRUy5sAzy0xNVYhWdB89clv/9ZVv4eKVJ8XiJTqAS26x0Tt3o/vyf7fL9YzEL5MQOFU1+t/l44/6SWtGmCjpz63HZfvyC9J+2TT6evk2ryYjQpqVzurS1CjYIpKAi3v2XVTJs0V6pUSSLNChh6/D4ErbrbYLSVqE8cs4SmFftt3mfjg1msHNlTCW5MqTSn43CQK4M90rujLb/58+xoes3caO22nGBYJTF4HuC/7fHYIgj5J13HbFCZxdZ9Pi2U8Uoix5ciB4Mz61pNX+sO2IXnlZEIcKTytQLDYtKhntt0YXBQMGsaWR0t6p6Uf3g7y16UX34uyXSsWo+6dushD2G0ZEDp+8kwYxfdUDKhpWVxAazst/M262Cnf5Qi3K5tSXLAs+QjhXu+vy9py5Jhx+W6WY5C1kjn6jq8rF1hCz4V35fr4tBlQtkkidq2TLY48vLTYvJjC3HZMaW47LmwFmpkC/6w4XhDnQAGpbMoR9UAqduPCoT1xzSlvTCnaf0I3WKTRri0DoiTKoXzhKtB2swwChRlxoF5Kcl+6TPr+tl2ot1PFrZJZXrxIWrd0SlQ7XyqIrKq1EqzLEtRuWOFJWWkMxj3c6YSrKmSRltCIOjnRmiExhFSkzLkoGEEZ6GRAUJPF2Gr9ALPLNwRFC6evOxhOeCnSd1IzxjaltMZL1i2bT9hmgbs/yAPBsZVxgsIKrbVAyT+iWyy0dTt2pC06hlB2TG5uPy7oOldc7VcaZt3cE7i1RUSNkSDoVqT1wIy5RaGpbIrhnho5fv1/YcwnPqpqOy68QFKZI9XZSqJaKTuFVeJ6O6VdXWXmz8vHSfLNtzRsc7qEIlVMxwn4jh/G31Iflk2jadTw3FWUVvwqGSQwcfLOAQpjBp7SH1duXwxgeJUa0i8mglNFhHGvrdV0JW7T+j4wYvjlsrY7pXc+v1Rwv8/JWbDhVKqpV3BCaikhY46VyxQfqUJSj1w0FgUrFEDMfkAuFuZZVqJ3Somk+qFsqSoK9niD+J6wpiSNSwjd6ZRY9rN3VbmRm96E68tDlL5Eyn3p3THHwcuXh3q11QXvl9g4xYvFeeqFUgwW+I/oC8dQQOF0zym6nSEeGIv+T7LUur2IJ1B8/a/w2PG0k+j1SybbsnJkgvQnhOWH1I+jYtIU1K5dBq4jdzd8vAtuX1c6jiMNNJRYelrNHdq7qVa0/SlDVH+/r9Jd1a/HKHXo2LyZR1R3RzG/9ZPF4N8SNfltQ6F/1CwyKajEQV9K8NRzXRjDloPsrkSa9VUKy3WFAKFnj/+rp9BWnx1UJ9rRA9+lLjYhpAccw+S3lVjka2wQ9bt/+9ogf42MASLEd6qzqZSnJFCso82ha33Wb20tsHIzx4eZ/D19VV9KzBdxjhaUgUbD1q2y4+f/WmzjQO71I51sodF5Bt07dru90SnkDr/fMZ2+X4+Wv6d8EsxGoUzqpG29/M3SXfzt+tJvq0o3o3LqYVM7xAgeUD5sDGrTwY1D9vfKlbNJvkzXyvLiVQ7WQ2DOE5Zf0RFSRcvKl0cpFmpGFMt6puiQ+se2hxkgvP2EenqndeZwmFC33n6vnlx0V75bN/tkntIlljbUUaYgZxxPsHH28/UErmbmPZ7LBaslEx3HR4i3w4dauKfLbiaWUHYjuX0Y5Tl65FaYHjtoCQ/HL2Tv1wFw5XOkcZKSLvzFTa5ixpkft7HIH3/6HzbR7M77csE+voi8G7GOFpCHnYLu44bLnmmbN4wSZsbIse8EC53LqEs2zvaW0ZcWq3Fk661Cgon0zfJj8s3KPWLMHcxuTC2LtJcRXar0/cJCv2nZEP/t6qH5Avc2pNgBmxZJ/Ox/J4BmtbMb4g2DpWza+VyZHL9sufz9eSesWzqb/n+39u0UoKy2g8VmO6V9UEHXcYumCPbqGnS5VMPmlTzuOvox71CqsFFKKI0QDmUw2egcNGszK59IM5RczYab/zfHKA44MgivvL5VIRWrlAZp8Jfwzx7bOUDuLS1hbHduiK+hbHBob7dxZ1HNrfkUs7iMuY7MECAeZMsSij5c/SHfO5Bv9ihKchpHHcLsYXkTxnNhvdAe9ObHBordFWe9Jh4YMZIWL3iJ5DfDAzGewwF8gs4K+rDur8J9VhOHDmsqROmUznHKnyIWSCZaPfkzxSMUwGztghGw+f01nh5xsU0ed+dmTUKhdnRCcXY3erMINm7dDb7z5QWi/oniZL2pRqm/XFrB0yYMYO3ciOzUIrmAgUL0Cqfo9VL6AfjE5MWsM86GEVfnQJ+AjLdK8KUD4SYkuGZyUtcFe2QpZvJb6xsYEG5jDtOFfJLDsHasu3d9KzNYK+Ss7i1PpD5/Rw917L0v6+OwYjPA2hjON2MbZAI5+sEuctdNrqCE/8/RyFp7V4QPv5+wV7QkJ4AheZdlXy6VZv5Q9n2f+8ycD5Ui/yZ2S+jYScYJxtTaiIu69sTpm87ohaK7Fo5cjY7tXss7Hu+IP2/nW9Vp1ox1q58N7gydoF5Zel+/T34bdVh/TQZPAehbOllZebFtdxFboH/L4Qf3ro7BVdWOQjIl9GaR2RRyvQmRzmgFnY4ZBMVfLO5ndUayEW19xx3+Y9ynmW0mqD85EjXUpJ5uIQUr9ENmk5eLEerhjT6F6nkAQrLPthKQb8vlpdK4N/McLTEJKwheq4XYyNkLWZHhdIK3rvz836Jrzv1CUpkPXO4kfXWgW1/Yy9Euby+ACGCsSG8oFxOrCtyhY/YOb8z+bjuvmf2GBmEuHJtjjPuyOpUrhfSWSBg4onlbKPHirr1VENxkqeq19E3v9ri3w5e4dW3AK9PRoqh7hqhbLox3sPllFf0NHL9usCz9oD/+rHW5HRqFbFnEMy876xwbiPtfltm6WMvO0gNNO4MU7kihI50+v8KkuHVD8rF8wclHG5iPg3Jm9S27yqBTNL20Q4mx6oGOFpCDnIqG7/Q9y3i13BYDzZxvj36VJJw6JRLhQPlMulQmTogt0yuMPdno7BCtUZRGfypPfIyjcayXfz9+g8K/NS8MLYtZpr7++lAV+DHyYtUx4fPhDnVC3xfPxhwR554/7YRxDWHjgr38yz5b0TX8przNt0rJZPq1dU0bBueqZucNmABQMsinHQdWUrZM1XMmceHTw3FrwmrC1w56UdPrKkSeHVw0qHKvlkya7T8vfGo/L82DXy9wu1g24hhzhUwgAQ6Xh2BvvIQChhhKchpOANHtHJm3ihOGwXx8QD4blVeNJu79mgSJQ3fNpQCE+MpmnrMBcaCrAgAYwoUCnGfoT86seHr9CLK9CKp5LsmG4U6rD1i+C0GPlkVbXU6TpipfqhPluvSIyHHLwE+/y2XuP9eDypqPsCxiKwyHn5t/Xy7bzdOiYSTOEHgVA943BhX9ZRW6GoizvHL1yzH8xiq0Drsk7GVDqLycKeq8/B2ozqtD/eU3iP69+mrGw4/K86OfSbsFEGd4gImiXK0xev6dIfvNiwaKKL+g10jPA0hAxsntNe542SyEuMkN3dLo4JFjLenLRJdp64qL6ejkKrdO4MGqW3aNcprShhwh5KwtOxxcbPvbRfQyn8+lT9f2bRWny9SH1NezUsFvLt28vXb2rMqiOnL17XUAEW11g6IkqV+b7o+Oyf7bLnpM1L8D0fv1YQMUPn79bX8fcLdgd1RvU94lkBxIGADgn+lHbfykhxaS3uXHbTs9IW22jbBLc2vx0TdlxVDhGsS3af0qUkfIOZxx04c4d+4DnMPOh95XL5tOrI98Lf8+Fvl2jls8aKLOrsEAzgyMFIEF7MOHIYAgsjPA0hAbFsVDpJFaEViuj0VPQblSGsc9jopurpXOHjjQ3hybZ3r0ZF4zVLGmgw0wrOs1201r/rVEGeGbXGfsHEH4+K7wetyoasSTnCpNvPq2TF3jNqkVMoe1p9jFgyqlU0q1bCnx65Wn5esk+r4K6qifijDl+8V29jneTr1wnP3StNi8tTI1fL8EX75PHqBTxyMAt08Kw8efFalAqlY2Qj/3/azdhGRisc87+d2+B0V+IzfsK/qV00m378r9VNmb7pmG7FL959Sl9zfLzzx2ZpVCqHtKmQRz/PF+4E/P6/2qyEepNSQcS/lBnQQAZPVR47noaP25QLKReHUMEIT0PQQ1ul4w/LtZLEwD3bxVQYPAkelwhP5jz7Ni0epeWE8beVcjR6+QFd5AhmsGuhemdZqjjToEQO++LRo5XCZNHOU1plpg3PwhFWS76YW/Sl6ESskdVOtN/PT1aRNCmSSdNBC3RhBGubxiVz2KNUEZ8vOMwCw8VrN7XNzTZy+yp5/eaCwAY9G9UstrBd/b9WZSTYOX/1hq0qGbkJ7mwzRCfEHc/K1JGxjVEywCNv54q87QszeJaCiLXlA3E8eS3+oIe0Uk1yGB/8/jECRMhD6dzpvdoCx82Dauzc7SfludFr1MM2UGNzL127qUtR0LVmwaBcikoM3PMfwysByvnz5yVDhgxy7tw5SZ8+sE9ZBv9w9tJ1rXQi+nKkTym/Pl3dY5GDjly5fksqfTBTZ/wmPFtDT/6OcGHAHoeKx6JX6wdkWklcokVpoRNjt+7tJi6H8vtP26qVzvrFs+lSFS1BIkQZcePf9buvpG6RBvtAP7ZHz45arV6d5Kj/8mQVNQKHR79bqnY5zJAxP0k1nKWrjKmTy6JXG0QJKSAjeuyKA1qNn96rjlsBBt5i6e7T+jtDW3h2n7pe+X3x5OOvnpVOeeCWw0JcKorkqkcxQXda3KFKHagzjFymNx85rwb1f6w/bHebgGI50spDEWHSKiK32x6y8Tnc3/fVQk1r47D56cPhEohQlaWrwO/ZjJfqBKxA9lWl//Z//7m0zPK3XjPC0xC0nLt8QzoMW6ZvyFTYxj9VzatD5C+NX6ctnC41Ctw1y0mVsM6nc7XS8kmbstK2cvB6JZLM89bkTVrJZXnGFcyg1f98nrazEFlcvLGU6jdpg6bkQOUCmdQqiNz7YITntOeYNWodlTJZEhnRtbJGjFpMWXdYXhy3Tg88PAZJ7rlHGg+cL3tOXZJ+zUvI05Gb47T+uoywzYZSja9eOIv4m8eGr9CNXxacvmwX4df7wiWIajKHR+c8cFrk7lyhMqVObveqzOMiD5yZWl9dgH3xuly486SKULowiHNAM9conEXz4knnia+dUkwHlo7Dlunh8st25dXjOJDALaL1t0v09UJQSKiO/bjToRm5dL8MmbdLMqdOITN71/WJ+0hc9FriPQ4Ygr699tjw5So6sRYZ272q1zcXaSMjPInGe/P+klEuZMwRPVGzoM5CYSj/SMXgrfatO2Cb74yIoU1FHnm1Qpll2Z4zmnTUq1Ex9TGd3KOmJoVQAV2576xWSbDuYfwgmKrAWOP0Gr9ORSd2LD88VimK6AQu7rz2qALN3npcoxN71C+iLXWspx6vUUCu3bgtr07YoJ/ftWaBgBCdwLgIwpMq7dN1Ckup3P472OMYgRCODkS/Y4USUYkPKvB7iCF+Yqps8V7DuAsfbNpP23hUJq49rHOgi3ed1o83J2/S1yfBBLxuPSE8eO0+36Co5ri/PnGjlAvLqO8DgQDim64CopNFrMQoOm/euq2HEVLKKIAAh65AtLxLPL+thpCBHGLmCYlBo9LBIhFxj96GJRK+H20uzMMZ8HekXZW8ekHcffKS5jSzCBCMrD8UuViUL+b5KCx5VHiuPKgXJN7gEOPdaheS5mVzyduTN2mLmllCIkc/bFVGahSJKt4CERamEI/M0uFjOrRTRanj4kKGRVHbynnlm3m7tUqM8KSCSAwmlku01llAQpgWypZGlzQChTJ5MkiLcrn0efl8xnYZ3qWy3+4LAhiYka1TLOtdeeDYUzm3wOduO6FzyKQEJSbR6QzjASSN8YGd2+S1h1WE0pHgkMwHFflW5fNI6wphUjxnwt4nmV1mSQ4TfPw9GTsKhAQzXBqomPNaeTORxfn+999/WvnGMYOIaAuWIL9u799uRnSERu/BkGhgeBxLG5YjeNMd1a1qgt9M41JpQFDBH+uO3PX3ZMBbcYTfL9wjwVpJJmsawsMyxmozxXPAzN2CnTbxYMFCxrDHK8m3HStom1PjS4ctlz6/rlcbpkCei6JCiTcrM5BDOlSIcREI8Y0mosq05+RFfY08W8/WYn/vzy36dSg4DHgkPOAqvn2aFNfDAockqmX+YmWkjyWPGwb8LIXw2qKCTkxpoM5dBhr4fRJwMadPXZnYo4Z0rpZf5405+AxdsEeX4e77cqEMW7hHXUDiA68XRjMQeIzU9J9qy3X3J7xffTXHFsjwdotS8Q4LCUaW7zktbb5doo4ajqKTX5lB7cprgEogYoSnIWhgwefJn1dqCzddqmQy6smq6qPpS6yYyOmbj8m1m3f7+nHRRLBwIbe8MIOJDQfPabsqb+Z79aIfEwgpvCFh/IqDd/09ggGhPqtPXb0I8mY4Yc0haThgnvy++pCe1AMxYo/7xgWWakGT0jljvdjXL24TpjgawMMVw7RSaoGgisgXdRktEKBNSsUWPp2+zS/PB96omyMdFIhmNCQcfu9I2MKxYPnrDeW7ThWlaekc+prccvS8elxW7z9HuoxYoaMWzATGBWzqPn+knN5mrGbG5mPiz4MiLXZa7bTX6TgkBrYcOa/PX9vvl8maA//q4iOjTxZ9GheThiUDt+OWeHsUhqCCN8fuv6zS1i4bwb88UcUv2ehVCmTW7VjSauZtP6mVGec3ZayXmLWh/fNNx4oSTKw7aKs+lc/rnlCi4sfFZ9bW43LywjW7jdK7f2zWZYRkSe/RKmCKpEkkVbKkmpuMsTOtbD4q5MsoxXKks3+e7eMeSZYkic5WWreTczuJ7XP4XL4ebf3kTretr2F9jnXb+rr6/0nuuauKhujiPtMep0I58NFwe3U7NhDVVA1/W3VQXm5SXFIlTxLFvieQ7bVeaFBUJqw+JKv2n9WfwdcXK+aJb97+TyvknrZAM9jGQZj15AMHkL+YB11zSDtGvH/xQUu2eVnmQcP0/c2d2XTmS7vVKijDFu2VV37fIKXzZPDL8zdu5UE95GOF9eFDZUK+On7wzGUZMGO7TFl/RAsEvJcx4vVopbzyxE+r9HPuK5szoN9zwAhPQ1CITloJmLTzBvNT18p+qyDxpvxAeC75YeFerRY4C0/LUB7hiQn0/tOXAtquxp3EophgzMHyhaRSSHUPEYehvBWtGROc1vnwNXZBGylGHQ3E2dplQWzE4n2RotZJuEYRvPdI0siL3fmrN6XRwPkqPB1hHrld5XxeEcwJhYNSl5oF1Brr0+nbpV7x7D5dRsCOCioVCLyKcKiRKU0KPSTxwViINQ/KPPKvqw7pB+KRLsZDFfLo/GxM9G1WQlbuO6Oz9i+OXSvjnqrmU+cA/Fn7T92qtznwhWUKjbhiV5y6eE0Gz9klo5fvtx9qmdHm5+Z3uO3Qpfo5+El/9nB4wAtwIzwNAQ0tFEyL5+84qe2EEV0qS6VIH0V/8WB4HhWebDJjDO7syUiyB8soLE0Qo/l+y+Aw6UYwxlV4QvvK+VR4jl95QJ6pW0jf9DCZZjln3o6TuoxgWb7EBNGAfF8+9+bt23Lj5n9yg//e+k83NrGR4fYNp9s3rT+z/o3D3+vXcWEebvu3t+TKDdf3BbeE+IBpuTOMhvDhacFMRdhWDb5HkieJKlbdEcyW2GVuGjC/x7/1EUYFvFxhvvPY2ISn5Y1q8A04gPRuUlzdKKh2UwXl95XX7+C5u/SD8AhSklqUy+1ybpLXH5Ga93+1UL/GoFk7Y4yL9TRvT9kkF67d1PuJg0SoLtL+sHCvzuVaka3Y3PVtWkI7frxnv/zbBhX/zPPivuFpGy1vYHw8DcHjo9ilckBsRfMr02DAfF2Y+aJtuJo3O7N41ynpOGy5Vr+WvNYwKAbeD529LLU+matCYdN7Td1ehmFOr8qHs1WEj+le9S7bIWZzEZ/4WSJE95++HO3XIo3lg5ZlJEPq5B59vmjnqhi1i1mbYP30n+2aRgVYz1CZjCJcb92W647i1lHw3v7PLpKxL6HK7QgzZxyYLPBYTKhgDlZcCWa0qGX7gmjF0sldwUw1GsLDMugcLq9Z/Tc+Esyh2lliZIbXMa9b3B2Ax4NKOCKURTvnLXbs5XqOWavP58gnqqr7h7eZvumoxvbyHP31Qq2Aj/GMK9du3pLRyw7oAcBaxuS1jjOG4zVwOIWNv7boeBCeyzX9eH00Pp6GoEd9FMc5+SgGgOgELkYIJKyT2G53JTwRGUTZUTkjz9s5QjEQsaqdZNHHZQMbOxvmWkmTGbfi4F3C894USfWCZW2HI9hVhG63VUOvOVRDEYF8lM2TQT5/JFxTWeJz8efNmg+2Ovn3lpgQB/0/eM5Ou+hkG/aJWgUlITgKz1m96+r35jWCpylWQSzDxcXbNSbB7CiGXQljSzC7qhY7Cmb+jNu4GTje/+ZlckZ+bRf/PqbvG88KM18rPst4VHr48BbeqDA7zjAHkmDmd57qJh/Ma/O7MXHtId1en7nluH7gYkGLl3lQ5rP5Pnw+rg7MR+N9O+3F2l6NzMW79K0pm/U2oz2hJDpv3f5Pgyl4z2AEAgplTaOVZH4nHZ9Xihv4RsPr95X0q+iMK0Z4GgLyl68PPoobY/ZR9CdstyMqML9maJ/5KUd4g2DWk2Qbsru5HWh2OtEZx8cn35h2O8KTuVZXj4fzNnXBrAXVAUCroXtPy/ztJ3VJyQKPRuxf9GtXySt1i2WXmkWyqGWVOxBzuXr/2WirIUPn75bPZ+zQ26QMJVR0MsvrSLZIRwBagD8s2KNtbHLdXc0ER0d0gtlbMDdNYhWxr4j++LbsEMx2ERqDYP52/m5t7zJC822nCm4LZm7jnQrMJNYqkvWukQxfCeZAxROCmc/lvSDjvSl0vt4Sfbg38FEgS2o9dDMT+s4DpWTN/rP6Ou/96zr5uWsVrwVofDxtmwpjvHEDfYkmLr8zc7adUC9O/EgB/1VGIRh9cZ6dZcnouTFr9FqJYf6TCXz/8jVGeBoCCn6RXvl9vUyJ9FFkKzwmH0V/QTWrVK70ak8yddNR6Vg1/12fc1/ZXLqwwdwUNkKuPieQiM98p0WZPOntjwem1e4KOa2GFs+uH8SQ7jh+Qdp9vyyK1+fYFQf1g9cDSyi0/eoVz6ZVRFeVHV5Daw6cVaEydeOxu4Qn7an+02z+gy83KWaPtkzQa/Y3WzqRxe9rDunFgArRYzXyy5C5u3U5oEmpHAHbvm1XOa/OkjEKMWLxXunZIH5Ven6+FMnukRQSs2BGGMKLjYrqcxoXEEIbDp2TD1qV8dj7Q2yC2ZV4jkuF+a5qc+T3OH/lpra4+f3Jmi5lUAhmljz3nb6sKTl8EI9LxW3HiQt6GP9uwW7pUc/zopAOCZVV6P9Q2YA/zLvDqn1n5JPp2+xz4OlTJZNn6xXRaGbeH12NNuHw8u/lG1IuLIN81LpswL6nRIcRnoaAAU82otho+Vk+io0DOP2H9jJCi3a7K1GpMZq1Csr//toiwxbu1apgoMZociGjyuhOYpEreOOjMkkLbNzKAxoPGZ83Q6yV1rzVWE2hMZt3bL9y0cZOiw+qHrkypNI5SkQoFz2rGnr47BX7xXjOtuPSu3Ex+9cgYYiZKGD8Ib7iyhFEGtvZaVIklU7V8+uGONunT0Q+BkSpDl+0Tx9fZufiKrJ8Ba9XHiuq9PwMvKZjqlwnVOStirzQBspikbuC2ZMcOH1Znh61Wm+zkTywbXmfCmZn8cxtBA3dJqvy5kil/Jl0m52D5j+bj+l7NYcA5wW6ATN2SNWCWaRi/kwenUHFsxMI6qhaKDDiZ+PL9mMX5LN/tsmsrSf0/9ljwGGiR90i0c6481xzyOW5oTMxtHPFoBTfXhWeCxYskM8++0xWr14tR48elUmTJkmrVq28+S0NQQq/UG9N2STjVx3UQelBbcu77aPoL5jzRAAhOo6du6q2Fs5g0E2EInONcW21+vpNkFlLjPkLxtP+qWVEHp052nH8olokJeSig5XLpB411KKJr8nF0PHih4hjMQUfPz6ohvL9bHZAd74O82nWc8PWPa1kazbspUYJF507j1/QBSUgqo/XxKil+2XPyUvqY8pcMkb8narl0+1U4kMRy4FaoXigXG75dp4tfpBWOLNj3mDPqUtqYcXFlnnexAhzzoh82tdQLZ5CyhOCGVHH/cEibvbWE1HmrplVZ7To/nK5olgW2drsYfr7xVwiIpRWu2Pnak6feuIpvp6zU99HSUJ7rXngxM/GZ4nzi5k7dX6W1W6KLI9WCtODMNnqMcGIiTWC9l2nCrF+fqIUnpcuXZLw8HB54oknpHXr1t78VoYgF53ECzI3xPV4wKPhegEPdJgvo8XESZ/NTjLKncFqqVO1/HoxZ9YvUIWnY5s9vlXZ9KmSy/1lc+tYwbgVBxJc7eCC+kilvNKgRHb58O+t6jkIB89elk8fLqdtbBaUqCJyQSI/mg9nWJLAVeC1yGoJxtd9mxZPsPijOsQsMq1Tqq60qvmaeCCOWnZAq6vWQlz32oXk56X7de506Z7Tdy1gBQo892zOdv1ppc4mU7n2xsVtZeTzxOuNGcT48p/8F5TvdwiIz2dsV+EBuTOkklaRKWC+gtcv1Up+P2ZstlnDWTA/idjkfTg2P08OdYyrMMdOBwgByvshv590sTzR5SGphyo8kMjEe02wwfgQ4zajlu3X6jOwMER0rTvRlnRveM3Aew+W8butYMAKz+bNm+uHu1y7dk0/HNfzDaENb8KICmux5JM25VxuiQcqvDkjPJlJdSU8oWuNAjo7h9cdwsOT7adAmO90hHY7wvOvDUfl7QdKub0MFBNUDGlBtqkYJm9M2qizZVSKGpXMIe+3LK2zoSz32JJYTsjc7VFz463NT8srlCqeJyqOHCaYM+QCy+vW+pocNBCeM7YcV5PrHOlTSfb0qVSY/rJ0v158AlV4AiKaBBsq+SzQ9W9ti0f0JFZblucjMYEvI4lduHU48ky9wgkS4O6CEOR5RWxO23Qsyiw1B+kW4bm06k2VM66/I3w+EcZ8vNWilMfuM9XT1yZu0FEbhFqgHt6jA59c/JwJpbDEffVCWeTV5iXcfr9l9OjFsev0oNKxaj4dNQhmAiqrvX///uoDZX3kzWvLETaEruj8ZPp2jV2D/q3LavRXMMECEa0SWr9U3VyB6GhV3lbNIEYzEPGU8ERUc3onGpO2nSdhjnN6rzrSs34Rba2zkNF44HxdFqIFyAb5iK5VVDRFB/F6NT6eI6/+vkGmbTyqNkLxYdPhcyrKAPGLuLRgmYlxAC6Y2EtZUBWiRbZk92lZvf/uymyggIDo28xmBE6aDRc9T2MZxwdz1Sau7DpxUVoNWWyziEuaRLslgPWQN9/3eJ9df/Bf+eCvLfraZ3mP7hKiM2vaFPJ49fwy4dnqsrBvfenXvKSUyZMhoEZBmKHmgMcY0HsPlpZggU7IL0v3Sd3P5qk9EqITQf/LE1XU79jd91reo1gmwiyf18w7DwTPYxAUwrNfv35qPmp9HDx4503bEHp8MXOHfDffJsT+17K05n4HG1TjLP80loyigzYUUAWLTqD6C97YLHGRUOHJBYvKHjiKLk/BID2edlNfrK0i99L1W7osxAUdMQhHzl2J8pg7VvIw9D92/qrOEj87eo1UeH+mPDp0qXwzb5e289zJ08DcmcUnqwJD1duZztVty2Zs4Frb21SU2lSwVfOZ9QxkEISNSmZX8Tww0nbKU1AFPnDmss5y4wWZGMBmjNfo7pOXJGf6VDL2qapqCQRP1faO1RoOEZ//s13qfT5PWg5ZrAd8XvsIOGYK8ZVd1q+hvNeyjFTM715Gu3+yyW2vPzoVHOIDHarKzLwSn/v2lM0aZZk/S2r5qn2E/NmzlloDuivs+VovjVunM+MsU+Ly4ovKeKLaak+ZMqV+GEIfqkVfRV58Me/uXD14I88QHsRj/rH+sLzQsIjLN5WiOdLprCJebbTdP3yorAQKGw+d0xZO3sz3qpBOKJhLYyNFFRgxSAXF07D9/tvT1WXsygO64MX3enDwIm1zW8bLtLYsaE/xmLNEQdVz7vYT6h3Kkgv/zwf3Ge8826Z8dk1gcTVLxmIASxRUi7DzcfV8NyuTU7KkSaEXerZW+X9rqenXVQd1LIDHndi7QAWBP3vbCV1mePrQv1IuLKNHq50EFXhiFCOQUeE+c7vaaVmjBUM6VJAlu0/pyEim1Mk92jZlS/7PDbYQBsetdLxSG5XKoe9VdYplvSt9KBDhEPjG5E3aPalaMLO0DfBuGPeXeXPeR5h1BTbPX2xYRNpWzhcvwThw5g79HWQJjw12bxrzJ1rhaUgcMBvHLxS8fl/Czbv9TdPSOeT1SUm0msEbDjNOrmDBBOHJpvZLjYvpm1IgtdnDPSQsWORpUjqHznlirfRBHu+IbCo0WP5gufX+n1v0+zFD6QgVzqs3bqvQ48JAZYmKgwYSPGC7UM/bYUtRQgwcP39N28t8MEJRMV8mqVs8m/qMlsyVTv1BrXEJhGx0Qp0L+6OV8+prHWslS3jmz5JGWpbPo16ng+fulKGdK0mgwshAq8j7irE1kXyeXCwKFBslb/Hv5evywrh1eigFbLX63VdCkt5zjwyZu8v+ZwnN1qaCzGuf0RZa6haMdRC8gO0b1WsSxoKJyesO62OHYGMMKxArshZrD5xVL06s3iBdymTydN1CGpIR3+d36sajGpkJH7cp67GDXyAQXK9EQ9BDtY9fUHilaXF5qk7CzLsDAao2DUtk12F93vyjE57VCmVWw1/mlUYu3a/iMxBYm4DEouhgbIKL4ZS1R7RF5s2LXvZ0qWRwhwrSpuIJ6TpiZZS/++v52nL/VwvVxB+bp+I500X5+3xZUstj1Qvoh1UN1SWlHSe0vcUiBh8IL4ydz1+1LQew2BTbkkOHKvl0lARDbcYrSGyC5+oX1osqs37bjp0P6Mi/lxoV0w1lfoYlu055JLbWWixKiPAMXAlig7GNp0etkoNnrujhh+UzDhyA/yWvRcTJYzXi1+khHcz2fnNYnRysCRG0GYtrVDZ5fUbnBxnonL54TQ+T8GLDolIols16f87t4sVpLYsxu/tY9fzSo34RPYDHl61Hz+s4j+XCEUwLt34XnhcvXpRdu+7MMu3du1fWrVsnmTNnlnz5gm+ez5Awflq8Vz7427Zh3KtR0ZCJOwPe6LkQ/LX+qLzatITL07kVo9lzzFodOn+mbmGXyRS+hCqgVfGM8OC8HVub+TKn1lk+YhGxRfI2aVyI24eGLLZ7Es7edvwu4emIYzX0bSml82VWpjwLQZboBBabHv1uqVZDmR0ldca55Z43c2qpVyybbtmPXrZffT6hSPZ0cl+ZXNrCpgVLUEKggjBHQGMF9ck/22Vy4SwJWjxhnnjrMVsbsnLBwHN38AST1x7WLWwq7YyvDO1USUrlTm//fcPVAFiGwxHBXVhOmbnlmM6ScxBgxtiCZTasj1h2DIV2LKEbZy/fUFN951ntQODouSsyaOZO+W31QeFp4O2eESOKCcxyJ4Szl67LUyNX6YhB7aJZg9qz1C/Cc9WqVVK/fn37//fu3Vv/+/jjj8tPP/3kzW9tCDDwLns38gRLxYdTbChBbB+enVTWVh84G201p1npnBKW6V6dQ/x99UG/z7Zyfxl+Z0s8ukptfEB4Y55PpRCDd28LT1rgXUessP8/YpA38PWHbAtHQNs7LjF+CEeeHz7mbjuh3paOOFZDMbV2nA21BAVLRgjP31Yf0plJa4mEQxfCk2oih7DYvBL9CelO3H/auFR2rLGB+ICdGNU5cr6pVIcS+GJ+NHWrjFhss4bj9fBlu/KSMfWdyhczgMwjM3PpzohRbMbuiM0WTsbuwQ7z15PXHVExR6WYRK1AGp/gfQT7P+u5YNSH7h1z5wnl5q3bmsFOpZyDO4dS55z2UMCrwrNevXpubYkaQhsSY96MTIx5uk4heblJws27Aw0EBXONmCdTkYhOePImQusEEc6WaYeq+XWW0F+sP3jOvujh6c3aRyqG6SwvYoOEHxasvMGGQ//K48NX6Ia7xUMReaRFudwycuk++4HnwtWb0m/iBrUjicvPSpXOev2SQPRBq7K2auiOkzJ/+wlZvOu0nLhwTcUZHzyfbGsjQusUzaYVEAQ+Cx+WAKcCxtwdi0dcyD5/JFwCFSpo5M6ziY+BNfc7vhdDcqlD0UaJDXUEA6MagOUX1S/H323HaifLbtG1Yt0xdue17Y7peLCB5+WbkzbZ51/DPTj+kxCuXL8lwxfv1dEZ3kcA27ZXmxdXRwBP8dHUbdpdSZ0iqfzwWKUoh5ZQwsx4GrwKizRWYgxvJLQNQk10WnBBQHgyFP7OA6WivTgjPr6YtVP2n74sMzYf82s06LqDtnm78Lye367G+oRN/plbjmvV05Om0habj5yTzj+u0IsBG8ObD59TAVooa1q96HepWVCalskp1fvP0c8fu+KgCsUPHyojtYtmc+t74H+IcKQCgc+hvRpaLb9+YK+0cu9ZrdRQnWLJzMquphpq8crvG6RJqTtzd1QSEZ4s79AB4GsGKt3rFNIkJmbaSJCKr+8kjxPE5LUabFBtf3bUal1Mo+tB8pqr+V9mMQmRYFmGx9NXxu7BBAcbftfoCvVu4v8ZeA4BuFB8OWunHi6B9j8+tywcevK5mLD6kIpbGPhoeIxjQcGOEZ4Gr4GXGXm9FL0ZuH6rhWcSYwIV/DypYpBBvXj3aW21uYItRwQLG4tDF+zR1qW/Hpc7xvHembcjyQjhOXHNIX2z9qSNC/nynYYt16xrKoxftYuQav1n698VyHpHxBH5yHiHZWnD3ClitVX53Dp3GZO7wOytx3XDnaeHqqSrDVV+JtrrfCCuHauhVC8uO1Riw9+fofN4jAJoW75IVq1ukYv+UQBZbDmDrVSPeoW1IjNo5g49ZMW1Qo5AX3fI9nqrFGmenlD83VAbs/yAvPvHZo1ALJwtjboURFeJtKqd2AIROEAFlEVDxCaLeFhvWWDVdX/ZXNpKr5AvU0BvdHtyM9xKsMMxwp9b+Dw3UzceUyFs+S4jhvs0KSYPhufxeJdq/cF/pd8kW4HmhQZFpFkZ/xUjfIERngavwELJS+NtEV9sOL/7QOmQFp3ALNJ9ZXNqXCLt9uiEp7VYgM8kwo8qiD+sZTjNM2/m6Y12R7Bzwfj46LmrOh/oymw9Puw6cUE6DlumCwjhYRnkpyeqyP5Tl/XvEJLO/pANSuRQ4cn1AgumUcv36xwZ85dv3FdSHqkUdtfrkxlRx3x3d+MdXVVDO/243P73PN98fO5gzI6A4XAWyBvubP4PX7RPjpy7qjPb0UXERge+paS5IKqsDf9ghdlLBCeVfGt2+/NHw7XiGV1VlAMGs9QNSmZXY3f8Nul6WGDsbgskyKMOGKE42xcdvC76Tdyo14vWEXlifO/0Not2nlLnFeu9ET/eng2KqN+qN/xPT1y4Kk+PXK2PAWMsvRr5v9LrbRLPK9vg05SOF8at1W0/5vw+bFUmUZzYwbJMoYXOxSmmubnWFWyfO3T+HaNzX0LFkM1bLniFvCQEqAxYc43jVhzwyNekAtHhh+Vy6uL1yAi6qlqR23PKlr7k6mdBWFON5jXJ5u/kHjV1E51qad8JG6Tt98u0jezIW1M26eweFaw+TWwRknHFqob++nR1+5+92qyE2jExx+VIs0EL5eFvl8jgOTvVeJ/2ayBBhZNFKPhmHrNucYsbpZUMHLKC+RB65N8r0nboUhWd/BhU8r/tVCFa0QmvTdig/2UTHcsvuh2ITpaMqGoyz7fqzUby6cPh+npJTKIT8MbF8J7fUcv9wddwMKKDwiER0ZkmRVIdgZnft776cXpDdF6/eVt6jFqj1W4q5l+0LZ8orpWm4mnwKLQmnx+7RhM7WPD4uE25RPGLZIHheO4MqbQqxLxfTC0TKkZcvLDmQfT4ellgfWTbE1HmzeeIeL6v5+zUtvP+05fURD2+YPje4YdlOm/FrBWxf9bMpNUSc1VNQwDT3mYGd8624/LG/aXkj541dQOZBSiWQu77cqEmC/HBeADtT/4d81YJXbwiY7l4jnSaeISv47DHK2k1dNW+s2oxhm+fczWUyq1tUz6b2qoEwqLBwxXDtFJP4tOwhXvj5EXLzxrsi0VLd5+WnmPW6DhNxtTJdbxDwwhiMHaneobACBVjd0/De99Xs21jCMzGJ8T/Mj7wvkFLnS6d9fzQFaHK6e2Qj3f+2Ky/7xz+OXyEepKXReI6Vhm8CkLr2VFr5Mat//QU/9nD5fy6se0PEHD87DAlhux2QGhS+YIfF/m+6rnugGcTi6IDqxe2u2F8ZGsyPhw6e1na/7BM2/ZFs6eVUd2qSiaHi5RdeGZzLWxZdAIi6ICqEkseM16qI/WLZ9M5vS9n75TKH86S58eutdseeSIxhAofG/FAm5oZMioozAVPfaGWfdSBCxD2LFRDsbmasOaQ3pcK/5spbb5dIl/P3qmVGX9VQ3nMsIWywiC4j+7A/bU22oNxsYjni5+Xahiik2q5lbvtPJ7B2ES775fqvDF+lI6i89M25WTVG4314MHYSWIXnbwuXp+4UX/3OGB5ahTHHU6cvyqvT9qomeqITqrXFEvm9Kkn7z5Y2uuic9Sy/TJ2xQH9vhxgAtUk3xsk7le9waNzMU8xp3Lrts4pUSVKbO0iC4QnS0MIHNqRMZ1iMUem4jlhzWHp3bi4T82f7ywWed+ypF3lvOphiN0QVbK4evNh2Ex7nY1XWumju1e968IQU8UT2GJnxo5EIsckIWYyh3eprL6a7/6xJYqYssSiJ2gVkUf6T9umW+9L95zWhBlLlD7foIg8+fMqvRAjTlhiQqixpMSBjqQbbKn4GDCTamgKFT02yybfVkP5/S6bJ4O2I4l+xJ4qNnacuKAG/LQviR4NJi5fvymvTdioXpqAOGERzAp/iMnYnarov5dtIwn/9KoT0pvK8WHsygM6gsFB64NWZXwygsF4zdD5u3WDnFEj4ODZt1kJtZXzBSv2ntEZYcADFB/oxETiVAYGj7efuv2yMnI4Ood82S4ioEx/fQ1zh/jt8XjgwxdbCxbhx+eSZuQrEMS7TtpmGst7MLEoOhqWzKFiiZlJ8urjWplAdLKNnj9LahnTvdpd5uNUpPaejFl4YupuLXE53wcueHgjPlO30F1zl5PWHvKIHzEHEEQLjF524K5qLFU0rKBGLNmnljvEUxI3OuOlurL4tQYqdpqUyqHijflWxgZeiKyGtv5msXw1e6d6mnq7GspjxVyj9XOwxe9uPnuF/JmC6kDKaEjrb5ao6OTQ8u4DpfRQjT6avumo9Bi9Wir+b6a8NH69LqohOvn9xzZu0av1pUFxm6BoWjqHEZ1OHDt3VT6eaotPxtvZ2yb4zNwzS1rn07k6o4zoxA1j/FPVZETXKj4TnUf+vaKvG14rmP8/Wzf4Y6PjSvC8AxgCEk5uT/y0Un+JOTUO6RihF83EDBdmq2VkVUli+lxM9QGfRKorvgAbF7QUFiHebikBr4k2FcPivGRE9bHDsOVaoeS+IjpzZrg78Yb254VrN1UQ4LcZHQ1L2oQASUSuWvmDZu3U27S7i+VIq36KiArsl/ZFVlQTQqdq+e153QhqC6vqCSMW71XTekfwcmSr9vvHKsnat5vImG5VtVrOfURnrjnwr86qPjh4sVT5aJb0Hr9O7cxo/XoDbKBqFM6iHQ7rMYuJFR7IZ4+CDypj+LI+8PUiXXrhd+SXJ6pIgaxppM9v66XSB7PkmVFr1HKHBBuq8CyizOpdV/5+obbG4d6+LTIl8ve/Z/2icu7yDV3oM9h4549N+juLSTwuH96CNCBCTOp/Pk/twKh4MqrzfeeKMuHZGlK1UBbxFYjfp0au0oMjQvfTh8sF9aJdfDGtdkO8oe1HTKGVKfttp4oJ2vwjVebmrf/UOBjvxWAG4ckFGQuV0xevSZYYxF2T0jm1kseW668rD6rpeSi12S3aVc6nG/y03Dn1544l0xjRx5YpywdYMo3tXi3aHGSrzc7fx7QIRGWRZZ7le09HGYOgStj39w3aNqUK8l2nirog98PCPVpJ5HlsOmiBvNCwqHSvXSjehysuNhXzZ9LfHRbL+HoWmI4z98vPO3Lpfp0vdYVVDa1cMLOKcSq5l67ZohUX7zplq4auPawfjFhzYa9XLLvO0NEi98Qima3qWUJaDVmsFeGn6yKCXVf0qBZbFU9P+Xd6E14LbJ1/MWuH3Se0fN4M0nPs2jgZu+PNymuIvPbxqw7IhNWH9b3y92eqB/WClSegWoy9GlXkT9qU9couAK87vgeLQ5ZjBYufvRoXkzYVwny+f8D9wd1g0+HzukCF8E2sM76JuzRlSJDhbZfImEIqH2zkJWTzl1YzA97MADYcMF9ncPCZDFYYFOciz4Vn6qZjMX4ub4D4RMKPi/fqCT0UhSctcPwJqdCRBhJbJjKik2oTOeiIzpiSfWJrszs+L3wOC3DMJVvg68nWPfY2Ax4tr88JAg/xx2weFT4qWyQRUQVbvd8mpOID/p7AYoHjc40gJGoRWGSJrfrNJvzbUzbLi+PWaQLVZw+H26qh3atqFZ0teh7rtQf+VRHVcshiXZx6yUPVUF47+FfyPfCljI5DZ6+oXQwiI8JLQQWegkozs+pUjx2nK0iYQnQyLvJ49fwqHhf2ra9JVmXyZLhLdHKw4vkFcrfx9kV0guOyUWKEiuNbU2zzjThIeMO7dtme09L62yXyzKjVKjqZtX3z/pIy5+V6mrrlj6XXHxftVe/gpEnukcEdIgI6qczbGOFpiDN4DHb+cbm2STDVZkMzoXYzXOQxAUdkkPTCEsb9Xy3UN5BgxWq3/xnLdjs8XDGvZEqdXC9S0zfHLFQ9cfL2h/AEwgTgt1WHVJRHd/F/bPgK2XL0vLY4aa/T4owJ7H3AHT9S5+12qqUfTd2qt/vdV+Iu8cr3HvlkFfmibbhWKrBEavPtUnlj0ka9iMaV5mVz6tdhO9951pSZL6rfGOOzHR0TpXNnsP8spCs1HDhfbaCqF8oi/e4rKf+8VEeWvNZA+rcuqzOG+EwykqARnePWScUPZuoBLyG83LSYVlVnbDmuJumuWBUp0hFo1kJOIELUbbl3Z+iynyM4DWAJxmtgWb+G8l7LMlqxdFU5ppVK16LGx7aIVkCTMoZkkT/IzfMTysfTtuqsN3Pw0VX1ExKh+/jwFdLu+2V64OIgyWFuQd/6al+X0OtUfFm486T9PebN+0vaFwsTK0Z4GuIEVRYsRdhQpWXINrCn2gVEw/35/B1rGTZ5eQOhQkO6Q7BBG46LDlubbGPHBBfkztVtc074JHpimSU68BjljZ8KFGLAl9BOpjXM48GbsTO0urlwMIOKOBvdrapb/qZ7I83j3UnEaVjizpwnVfU+v67TGeWaRbJIp6q2aqQzVLQeigiT2b3raigCjF5+QK1Y/tpwJE7PF+MoJCVZc72OsHjzXD3bxRhnhJhCCKicYFxuiU/mYZ8bs0a6/7JaXQCAcQbEPlGOa95qrJXjqpEJTOh+NvwTQpHs6dTbEz6Zts3l47DCymd3M/nJl+ALy2Z+gdf+lh6j10T5O2djd3VFiGYxivcnqqQ1P56jgQQWvHax53m/ZRn7ATtX+rtnlBPTIurYFbZux8ety3lMCPI8vjhurdz/1SId5eG9DUeK+a/UU/svAib8uaDWc4wtUIXflS5enGcNFozwNLjNjuPEFC5XexDE4U9dK8eY1hEfyDAe/3Q1rTBYUKFp+Pl8+XnJvmirZIEIc6rWMsVfsSwZAS28lMmSqOhaHjkT503/zhK50vm8AsD3sza7x0VegCxoLTMzTKUCcYo5vLubwHc8PGMXqVSr0kVW/54fs1YXc3gdIy5im3/EN/SzR8JVwFFdRcBzUWHBzp3tbouOVfLroQT7HeelJWyXmB/ka8c2koCIdRSfQMWu8cAFKmodN9wRPYhTqzKJOf07DyY8JebFRsUkRdIk+ppd4DC+YLHSIbHI08TnfIaxO21P5lPrfDZXxyccwcR8y/tN5ev2EbpkFtPcOhW2Pr+ul1ofz9VZYF5TFlT0Zr5URw9DVjRm3kz3JqpADUc4ROGbCR2r5vPIQYTfkXembJKGA+fZfZM5MLDk9UGrspLdzyL/0rWb8tQvq7Uzwqy1ryyjAp3EOdlqiDPMyWBpw5wTs4s/P1HFaykLvNF/0qacVuPe/3OL2k7Q1iflgQvx/1qV0eposLTb2fxnu/3pWGwzWEDiREwljapnNS9tWzomFvkDKnA/LdmnAokLB96lV67fkid/WiUr99lSPBCdpXK7N/uFuNoXeWEv6EYqEgIMD0x8O62xhrcfKBXt4pIrqhfOItN61ZZv5u6Wb+ftViudJl8skN6Ni0nXmgVitQzKlyW1Cr9520/KmBUH1DbJ8f5h68Qc3HfzdutSVkzLTJb4JHrPGh+gcvzW5E3yx7rD0r91Oa28jV6+X96cvEnFGhfnAY+Ee8SBgsetc/X8KuY+nb5NahfJahdXvF9Yix2V8mdyKUbOX7mhF+boPs5fuRn53zt/xswoDFu0RxqVsoUwxATzrNM2HZM/1h9WgexKsLatlFc+fKhMrM8dh19GJAh9WLbnzgGRpTScG3jPYh74jftK2kXGvtO2w0WBBKR2BTsIcw6IOdKnlFebl0jQ12Ix8IcFe2TYor06mgUsuBJH6+suTkzvSxxKGM3hPY5lIn+1+gMNIzwNbmZjL9NqCVu5zDpRkfImvGE/Vr2AbsrSArO2STcfOa++eu2r5JW+TUtESa4JRMgFxyiY+7375EUpHEtFjjkkhAgXtp3HL0jRaDaFgyGxKDqoYkbky6iVzd9XH1KhhsUIpupUHrGtKRvm/sXjyLkrurBB1F2eTO6JRy5SCE8gttBqn8cFBB9m+Ig4KjkcMD6culUr9MxVlgvLoHOqVLxcjaPQ1kd4cphCsDpelMi3/3rOLh2LmLjmkLSLnI2N6b584yQ+ASFPFChteWu5hRbkew+W8ciCBa11vm7rCnlUePI6f+nXdbqMhUAkGMECGyJnUZnQRRtLdLgiJmN3Ykst83DmAD95uFysqTlUr35bdVB9Vq0KJo8hv+NP1CwgEfkyyRczd6jo5H3SsQqNBy0kJC42mNly5LwepoGxg/i2vomZZVGL8QjrmhAelkEFJ04PgQTOCBxs6QbgkkE3z2DDCE+D29nYbMkyc+fLlBSqfmRqPz1ytV7ULJgTmr7pmL7hsKUYqO0r5hRrFc2qAoMLYGzZ1ogUTMKxAcHKh/avJ2GLmsQZQPz5i/aV86nwJDYOayOEAekljG9wAY8LVpudi7q7YmrTEdtjAFgaJaT9RTVxXPdq8tvqg+oTiNh86JvFurWKQMHyiFAFZqIdIa2EaiHzrjg6WD6ngAjFpxPrJ8yuqYTHVolzJT7tAuvWHcH9v5ZR232IR0Ra1Crj3RVHV3/PIhgOAY7Q8nQVFxtdcABPWfp7k+th1vpw/H9ECrO4VMkd7Yzg+QZ37KisCiq2UnQYZm89oSLQAoN+8tFv3LytogBY5BrauWKMm9X4u/6y1BZveOGqzWmA+0Xl/rHq+e22YFTh8GC13a8iUR5ja5yC75fYoEL8GlZ5t//T1CvmvOPzNSavPaxztNa8PKMupP40K5Mz4NrXLPlxX+F/rUrf9buf2DHC0+BWNra26rpXVSHla0i0+P2ZGvLqhA1RDNnZ/H1t4kYZv+qgzs6w5RuIUElBeP65/oj0ahS7yEFwIDwnrz2iiR6enFOi7UOFinZ2oaz+ywa+v1wueWvKJr2I8IFA+vHxyvHyN4wtKtMZ0n2sBQdAiCc0j52DT9vK+TSh6YO/tqhtilUVw07o0aFL1WCcLV5LHPNfTOGZMcTOyVF4An+H6KRa9ueGI7rcFFNbD1GEGOxRv4gs3n1KBadV1bNA4BfsN1UKZ0ujQsASkQkdnWaZI1nSe6J8P1731u8rou/xGvnvEpV8pEmRLNqDI4KDEYHP/tmlPx+/OthRYYWFkwH/ClGKfynfi6QwRLQF4oSKNB8EC3z49xb5ealtoYtN80FtIyRD6rurb4hxZmGHL9qnVStrtpyv17VWQWlTIc9dVWxmalm65LHFZsoR67WQGIUnYpy5dd5z3nsw9nhV5+eBAwS/I7x3Aa36Xo2KaZciEFOwdp24oAuxwMGE9wVDVIzwNLgEHzpEp5WNTVKKLxJuYtr6/rJdeSmTJ718PG1blAsllTO8FWnNYz7vzw3G6AziUybbqBdKqraxzSBVzJ/ZbjJOW4+qrqewbJRos/uzSswSlWM1athjlXVuMj5Ym9nuWClREev96/ooS2pztp6QjtFss8cVfkcGtYuQ1hXC1BLKgu9HBYRN/i/alrfHA1KtHzRrh76G8calSupYWaQ9Z6Un0a60xKVz9ZEZ6Lgs2pAX7wzzno6C0FZtTOayCqkfqe9UJKlWc6BCZLz35xYVB+8+WFotihC43z9WMc6RiBwQ3pi0yV6hZ7acGUwOCQ8OXqR/xswq6UmOlVBMwi2xaRm7s3XecdgyHT2wqty9Gha963cAEcssKGMDPB8WOB48WaugGvG7+r1hRvnHhbZqJ4cLx89BPO0/kzhnPFm4GzDDVvlj5jUuh+hV+87oe/2q/bbnjNfis/WK6FZ4oNpy8fuIqwSHH9wj3mqR8OW9UMQIT4PLrU/a63hK2rOxA2A+hQvIU3UKS/Gc6eX5MWu0ukAFJHcGW7uSVtxfG46qT1rL8rkDpv3C3CIZ9swUYtztzvA7VU/GC0YvsyXYeMo9wLqY+muxyBJhzPs5woEivsSl4jkgMsWEYX8OMizMkUqEcPDExYyZRS4+aaJ5vhA+tT6Zq7e5MPG5Vqsag/eY+CFS2MQE84pUHq2WsCMs9yAeHVveVCIHPBquj50nFh+o0g5buFd/H6n6IDpJnYrL4haPyeeRVWDENJWyvk2LS4eq+dVDmIoyFTSwlowwdmfWkiori4eOwo8D3LOjVuu4EG4GCH/nhSTiLJmt/mXpPu3wWEK8Vfnc8kStgrGanNOGZ6OdlCLnWVG+L5VgKtzuziCHAghuZp/psBAc0bZyXrf+HbGin/2zTU37rUNq15oFNdPcVXU6UOB9DUsn3o94vX/TsYIkD8CKbCBghKchClQGqHSyJRxTNrY/YRv4j561dCEFr082o3mz56JEVbHX+HUybuUBnWXzxnJOfKD6gvBEGJN2Elu1EaGKGOBNbPzKg1pt8WjF00/C04qmZAaQ9qy18DFxzWG9wMcH+8ZwLMKT5R+2YOHj1mXVaB1RhNBYuueUNCiRw14VjW7e0eWco8MMpLXA4w7RWWZxyLAqjFR5HD+PJSRSWO78fdQqJJWWLiNsPqhpUjDzWVFGLsVB4IRWDvGlJDVl4IwdMnzxXp1H5ZDJVn+r8nkSfFizFq5e/m29+ilaNkrufF2EyuR1h+XDv7dq7CdgvUVLlcWzhgPm2d0LLLKkSSGD2pXX59K57crXG7X8gLz/52YV9+RzM89JepUFC38/Ld6nS27Wc0fVmnZ+x2r53OrysPAydIHNiL9HvSJ33Q9rvhMxkpiECEt2jHYg4HFWiO01wGgXXQH+HQcOhDq2ei82LBZw1yBXEM3JSBVjQ7zOYopJTuwY4WmwQ6Z4xx+Wa+sydyzZ2P4GkTGxR001/2Yekvkuhv1ZHvhu/m61OWn+5UJ5snZBeaFB0WgrUL6CnGyqLYgcfA2rxmKVpDGatQtqq3H4or06K5TQixbLDzsjrW38UfFEdFIBmbDmkD02jkMDtkEcFNhuj6vwocJo+WdarXYEB9vOjgKRyhhpPRYLdthmbq3q1hM/rdIqqCc2rfkRHNveRMpSteN16or3W5aWD/7aqi1jqvU4Gzh6m5Z6+58oFcro7IMYjyFRjDY6KVhYntGWRpT1GL1axWf3X1ap+HyzRSk9DDE3TSwprfxJa4/Ih63KJDjKD7FIIpL1WqvsRj47VWjsnxCYwCYwPo8EVnQYtjxKRZefn+cOsF3D2N0ZDg98PSJ44b6yOXVRD1HP62PxrtMqvB2rv2yic8B7IDxXjN6dziBaj5+/JjnTp9Ltfmf2n0l8851cS/731xa9zVx7TN0IxiQGz9mli4b8DljPV58mxWN1AQkUeD1iqwaWFaAheozwNNh97jCH52LBfNbYp2LOxg4EuIh827GibqhyUqbdRfty/FPV1YoGn8ih8/foNvnbLUr5dfuRNmbTMjn1IoVIjk14QpsKYVqZom3JrFzL8ndf1OLCxkPnVBBxmEBk+RIu9viwjlt5ULeYaXc2K5NLt6KxIKJyjZG7tf3J5zO3SAuUz4mu8rhm/7/2eV9Srqw/d7TOcYW1YOIIItiC+3jXdrXzjKOLiiMfaVMlk4e/W6Jzm58/Em5P9rHGWPB5tKycgLx1q/LK44P4sV6nLMs48vXcXdKwZPa7Xsd7Tl6Uzj+u0NcKXwvLM1KFgIrTNx0r2sVnt19WybDHKqmXKUlh2Nx8OXuninG8SEl6YY4uvnZL/Dsqs89GJgHFVIlmxGHw3J16Hxy34xEgjEAANll1i2VXQYihO0s9HDas6r0zPAbPjFytFV5+hL7NSmh2PTPFxFkiOBHbwMPYsEQOeaJWARXocX1/YCbUEhxP1y3kUrCSXJPYhCeik+VPxHx3h4OUsz0Vs7Q899ZCGIc0Ztr91ZGJD4QIvPK7bXSI11lC36cTA0Z4GvTiTgwmb8YIEiqdweI3R8uaRQHe4Jgpoy2J7yetjnaV88q7f27WrWIugrTo2aqMrSXrLRgHQHgiIlm8iK2CiVhlYeqLWTv0zZl/nxDhvNaa7/SCjRI2TbSZ8N+0/OqYeaLKihB85bcNGh0KlfJnlsNnr+jiAH9nbUK3+XaJXpzju2lt5bVb0MpHCDqmyfD6ZuPYEomIMgQxYKhetVBmm3hMmSzejzViCpEPVZy29HlshnSsIK23HtcKrHXBtSqvVP54DVvhAbQdLWjhMaNL+xLRaMGICTGj/JxUfUd2q3pXp+KO+FyjBzJH8ckMMYeyfhNtXqSIBg5Hn7QpG+tsY3Q4zjJie+aqKjl763HpNW6dHjCcQTCSZ81rXmNW3ZztW7LrlPQcu1araFR9v25fQYrlTCtfzNqp89LWa4FlKFr4XWoWdNsNwRUcanl/YcYUo39XWOMBiWWxaO72E+rqwHPISIvz+xwdBYoEX8/ZaR+pYAkMwYndV6DM5rtb2SWZiPcwfpc45BhixwjPRA7VpM7Dl+u2NfNSY7tXjTIDFSxQCZn8XA3dKGQukooTLY+ZL9WVb+bt0sonM2dNBi2QZ+oWlh71Cvs8RYLTPBco3myp5tQvfsdgOjpIhPl2/i59fsg5TohJsrVYFBGHagKCkiWumGccb2ilzhHmCy/fuOVy0xoBaolQZyzbGVdQDXX2ehy/8oC2ORFlP3etYt+05oO2LPe96RcLtNVOFQ/B7wyVPnwv+Zy4bl67Yu3Bs1pxpXPAsokrsF1a/npDNRy35k4t6Dzs/ug+rcBaefbMWzcplVOrdbQlLeG5fM9p6fbzKhVvLGj91LVKtHOJNvFZwaX4pKWJFynPY/+pW/W10uKrRfJsvcIqTOP6u2JtjwMzyizLWYdZoneprEb3HCM2m5fNKdnTxT7XZ728qJDje2s5XiBksNxBuNMGtVq4CHJsnbC4SWgIBgerIfNsfqCMR0S3nIYXMmDnFOpQxXxz0ia9/UTNglEql4zaYAvGlvsdQ/3U2lJvUTZXwHoxx1Ttfm7MGq2wF8iSWr5uF+GRUIbEgBGeiRiqUVRKWESgOsAikdWeC0a475Ofq6mbhVTfqCjR+uAUytwZlS2qRUS3YUZM9RMTb1/B0sH9ZXNpm/fPdUfcEp74pmK5g4H10AV74iU8rU3rGVtsbduzl6/rzx/T8oz1Z5diSIaJiej+HRXAqO1r2yINFjzAjJxur96bXA79e0VTqoAZSTxNnS2XTl64qp6cuB24Gl9478/NKiipakVnS9WgZHYVnlTgEFkJZeXes24t1TB3zKwl2eztv19mr/whaOp9NlfTi6yqL2IS8cYcHKIdwcnmOhc+WsiMmAx7vFKsMbauxCczn3QDuPCzlU4rn/lIXi+MrDAW8HHrcnHK1l7psBCFCO8/dZt6tz4/du1dn8tzw8Zzi3K54iX8ETt9J2xQE36wKtnMszrGWT5Zq5A0LZ3DY96P0zYd1Xl4vl+naq7tuBDE7i6/hQIs2CDEOChhbWc9BvN2nJRPp2/XmV3r9fxio6LalQrWhSuW4Ngl4JD9/WOVAnrjPtAwwjORwpv1Ez+t1Dk03jhHdauqUYbBDj8LRuTY5mC+jVhjc3dw+woaxTh14zFtJXLi7vrTSk0JYqPXE5Uud2D5CeH5z+Zjblv4MPOH8KRiSwuUGT7GI+wiMbKdHZ2IdDYRHzLXNpMWFxw3rTNEikXH+cYBkSkd0fHuA6W0rRkdiC1SenYev2h3IsDCi9YbhwVEFoekzx8Nj2JXE5OHJ48x2/IUIT5/pFy0j7UVbcgoAq2zhG6jsjwG7go1FhHWvt1Y5936T9tmb89imm3BhZrN3kcqhcno5Qek7ffLtLrC40bk5+AOFdyuSlriE9FKwkp3B/FpjQNwIZ2+6agufvEYY4DfsWo+zdiOzScXobFq/xn7Y8sCDybsfDjCAknvxsU1nCK+MD/5uYO5OPCa533NOc7Sk/AzUnkGluKiszv79/INu7VVqFc81x44q5Z28NFDZXUWFxP+T6ZtszszsGDJLCwOFq5iZIMFYm6tn5V5daKdDe4TvM+8Id4geJ78eaW2w6gkjXqyasCm/sQHLjhUOUvlTq+zhQiXB4cs0osrVZe6xbNp1ZMLPVWdBTtP6pxot1qF9KLsDaxN65wZ7rVXBPtN3KAVzPMxWfZEtrktXnBRMYortGSdhaPLxRkHE/HYqkQr95/VlvWnD5fTDf4qH86O8vexCXsM16mIsBDCzKK1FUqVj+cPaJfy8x8/d1U3/qkmRldNQkC+MWlj5NcorKb80ZErw726Lc4BhUq5c4JQXGA0gYutVfF0Fx7fp+sW1uqgo+C0YAwGGBNBeAKis3VEHs0Zj2vViNf5kA7Ri09g+at64azy8bStWlXm+1IlxaaMUARX0E7lomzN7rmKyUSovXV/KY+0VjmsOMPrFc9PxzhLT0OaDjPxCE5GOKLDen2y8e7r0R5fQlfltQkbdbSGrkXujKnk6ZGr7E4OvN4er55f7aYy+SH9zpPw+22NE7CxH93vgiF6jPBMZGAzwkWGFgFvmlQBWQgJRVqUy62xkPh9MjvYashiGfgo29Q55fX7SurWOC1FWpeIngmrD+lFNbp2tuOmtVVddKw23vm4MxPpKCqdN60ZwOcjrjDPWDxHOpuPowvB6GrjmkF+ZgmpWn34UFnxNEcj85OpxrJw4QwtXZZ6mLF05cnHSEGT0jnU5xRrpQ/y2O5jrSJZ7aKQagmPP1vwR85d0c1p5juhoMPiBs8TiTaIHx6nlxpHzfN2Be1lvgdCKSHCk1lcDhiIH753XKG6PWzhHt0IdoRY2K61Csi0jVGrhmzNx1fAuRKf33euKPUcRkB47eDBiPXS6xM3aiX2qZGrtVrJc8kcJo83Bwaed54/y9TdFYhb5rETAuLW1Ua7xlnWLKDPnzerafy8uAtYM9gZU0cvpBJLVCb2WVbV+eLVmzrDy9sdL03eZ3s1Lhaw1nxx4cT5q+qYwCGYbhlWfYa4Y4RnIhOdpOGw2MJW589PVPZ4CyrQoOr5Z89aenFdsvu0PDNqtZ68afti/Px8wyLy8xKbwTb+h5ZnIN6DWKM4t7ETmmmNNYyjbQyzZ1QDXVUbrflH64PRCKrUj1cvIP3uKxmn77shMnbQW/6dxyK3smdtOW63KqIa8HSdwvLVnJ3yw4I92mrltfdyk2LSufrddj34sCJcpqw9ogcDxANVTVpzzOumTE5VsJh8PmOHjFi8T6tOVjXQcb6KcQRiD9lqJ5XHHU9GWsLMM1K1pXoT38q31WYncz4+gpCqGLOduBg402zQwrv+DLGcEM9AS3z2HLNGq/+ISmfxCWyYT+9VR22XuG+MrPDBAhX3OaalMBwngPk+BAqjAfHZXGaZg2oq3rbOc8PP1CsUbZylp+E1zPIVB8DYgh32J4KNdpwYHEdtrFlyDhivNC0eMm1orhdPRyZgEUYwsG35oFuIChSM8EwkcDF9bvQanRNk23dEl8oxth8DGS5A9o1qp41re8vaqkpGCkfHLGeEkSsfx+i2cp0hwi229nSUnGunTWto/MUCfcNGbCE03AERt3LfKhmz/ID0bFAk1kUSx/avZe/jDeHJkpq1GGM9rrgGvNiwqAoMlnqIMKVihlfnu39ukYlrD+scmKNowkeROTjmbxE1lv8lc3pUpFlayJwmpXzVPkJe/nW9fTPWsXWHTyZVbGB8wl1RRnY9Aha7HTKi4+segB1RXNvszjheqHnNOI5a3PmctOp9OmTuLvm2U0VJCIjPwW6ITwRm+8r59HG3FnmsijPUL55Ndp28qFG7Fvjn0vLmca3z6VzN3aaqzFa/u1hxlp9Mt82/OsIhpqePq04cUIDf3diSjSwPz3whWvFkV6DRwPl3HQRebV48aK8v0VW53568WWeHeV+ncu+pGOPEiHnkEgEItefHrtHNXUTTj49XcsvA3NunR8e4wdhiCT2xaR3dRbd8WEa7YDx49rJdPFj0a15CK2KWsPTErBYLMpjeU51zV3hyHwpnS6OV2XErDkr3Oq6NmZ1BoBAHSKvaG0kgVrXTonvtglrpcKxq4Qf5+zM1ZOzKA2p5g5PCg4MXqeUKEYtseFM9YLuZGcdxKw7YhSfziywjsBRGG3pW77qSLW1KjXYFBDyG4mzSksTDYaRcWAa1AnIXvjcOB/is8nsSH+FpW6qxHVjisgHuDNniFq5Ep/WcApVd7IkSWlWKSXwi5hGavFajM22Hudtt1k8Ws3rXsbtksLBE3japYhwi+LqxWc+4irN0png8fUbjC+8NfJCsxPxxbNhnkEOs4sk1BZssRlos2Bf4ql2EzngHkxenO4xctl/HXXjJft2hQqJwKPAmRniGOFS7MGlmyJuLCye1hHhBOl5k2ZaOslXtsGntuHHtzqZ1fHC1ae1yOcbpz6lCPDd6rc6iIcQRKI62SsyQ4WdIhYX7yqYx4ua15iU8tiBgCU/a/6cuXnMrExpxRArIaxM3qp9jl5oF3FoqscRCubwZvNIa+nb+nS15Fi1ok7u68PC9O1bNry24//21Vf0VmTvFUP/9lmU0ChFTbx4XBNzO4xfsG+7Yrnw5a4eaxM/celxNxfFqZKYSWn+7RGdIWQ7idT7w0fA4L9wg7BE5VOTealEqzo8DQonKOi3YsvFsf3Mg+3uD67nf4V0qyZF/r0a52EOX4StkSb+GklAs8ckhlfeLLiNW3hUBahm7kyLUrHQuWX/oX3ls+Iq7vhZzuc7WbNhkjV6+X2cB/1h/WB6KuHuWNro4SwtGYL7rVFGe/HlVjCLYW5CSBg9XCtOltNhw9KsMBXhvnLrpqHpx4pdsER6WQSb1qBmSredle05r2hjQvXFcwDPEDyM8Qxi2Xnv/ul59+JgtHNqpYpTEE+dM6+jMwV0tz/DnlilzfOGCRhXOsRXtuBgT0+IMp+v4+vEh8ogKfHbUahU4T/y8Uit0XBgRTJafIUtIWIFw0iXzmUpQ32bFNaEkoUbBnJh5s15/6JwKLxKK3AHPR2YcSbr5a8MRlxdvZ9YdPOu1NjuVMCyLLN55oFSs1Q4WUr5uHyFtKuSRt6Zs0tas4/IRApBlF8S/JQCpiOKViEUWM4YIT0dhidk6VQno2xSLnrhXALFuYi6UCyoRlHENUlix987jHN8Z0bnbTmrFlpeX4zwxRu8NStja07wuK30wy/53R85dlcYD58tvz1SPcdElNkhRmrnlmL4nOILodDZ2Z16cqEjHQ4fz7Cl2TMx3Wsbx/J6zlU9Fm8PF/WVz2x8nvh7LSY5xls7gycvvKb/3/iioMdfJDDC/+7xXuDOCYm33h0KrfdHOU3oYZ5HMEQ6AE0NUdB46e1k9b1kM5fXvTpXbEDtGeIYoiMq+v2/Q9pjV6hqxZJ8Mmr0ziqiMLdM6NngTts8yxlBldCUsEY/+erMiOhHDfCI1mZmk/Uf17LOHy9k3Ytm0xqrm0cph8ubkzbocwWIDec8ftCqbYDcANoURnlPWHXFbeFJx7VIjv4pP0phalc8Tq9Bbf9Ca7/TsIhk+mZj1W7SvkjdOLTbarTN61b1r+cjKa5+45pAKfWs5iGrqsIV7tRW9ev8ZFYcw/qlq6mtpwWsvPjAzS2QmFTeqbXEVnnb/zgTMd2LsD86/lmzdOx6c9va/T2cNEXCw88RFKf/+TPmyXfk4Rasi+OZtP6HvEyxrYUbvCmaKrcAD5sTfnrLJvjjDYfb9B0vr4aDyh3cE8TOjbFnt+z6+3/5nbJ3jf8hhA/eC5mVy6YHBOc6yRM50Og9s/f9nD4erFZo/saqd/M7ldcOT03p8mB2Ozfs0kNlw6F99f+R3EzBM5+fngMBBDaeQUEzswXaQZVy6GIhrkvBCbYTAXxjhGaLQ9puw5pD9/8kT5sMVVEPvXoyJZXEmsrWdkExrf0O1hQUX3lTe/WOzVu92n7io4wiOFxaG5P/sWVMvkLSYEIv4gnaqml/TdOKbWIHwxBoIIcXJ2l0Te6vyxxu/c263qyrWjhO2ClJ4Xs/ZZs3ZdlznAR0PLrndaD06g6m78/IRwgawFKLlaxnGYyhPAhUVaOZEqQzC6kjfTAsOXNiekEIU19cmVUVLeBKDGK/FonjOdzKq4myy7lhBdPTa5edieYoDFBnrFmz/k4P9aZvwaKtszOct3nVKxeaMzcftefGWJRGvSz5oD/Mc8xw8/ctqeb9laX290UEBNtrfblFarZW4P1T4nCu18Mpv6+WN+0tqNZZDHfebBbC3p2zWDwsrzjJpkiT2RSKiCId2ruT3cIttx85rFZ6XU4/67s0OW232YK12crDj/c56vrlO8N7DIZlAAWuJ0N/PjdcKNxM22KOkCVRwJ+zD4B5GeIYoBbOmlT6Ni2kVwfX2dbIom9bBKh49AXOHLGc8O2qNijmWXrCYcZyFpb3HcgSRl4hFqpQIUdrkWBvRNo7rY0gVmqhDPFX/XH/U7WUYLuDEaFI5Ip86JuFJtYJWKRd1d7Kv3QFh+MzINWoLRcwhFQFmVV35c7qLtXxkbS9baS8YxjcskV2radC9TkEVno6uA1/O2qn//V+rMnL47BVdYKEiTAuaSlxcRjL4XiwxISKZT3a3UnXk3yu6dU/lp0I8Lcr6T7tjho5dCzO8lnXQqGUHpH/ru/1X2axmLtVxIYnXU53P5qqgx2ifkQRm86jIWlZTji4PuTOksotNDmGOr2NmPvm9wDie2WJAXHapwVJY0SjOChwaXDVQGFOZu/2EvP1AaX2v+WPdndEMxzhLRiw+mrrVPjLBc4FlTUyZ6ggEX2ClfeGw4O6CXrAuFrFMNmjWTrWuYlyLl8ND5fPoEiAHcoIvGG0plC2N9PBAxGwgQuIdM+hUdEn5CgUP0kDCCM8QhQvg8w2Nua27YH/z5/M11RyYimbn4St0SYa4PccLMVW3L9tF6PY11RqWjl7+bb2MX3lAhQ8CKi48GJ5HhQKCIC5b2LYYzX1agdp85Fy0yVPWAoan5juX7DolT/2ySud7mckkLq75lzZ/yYSmxDB2QUUFY2b88rAugdLv/KNODFjwMLuJDyS+qxa0h5nP7FQ1nz5XpKa884dthILKJ/ZL7hqKM3vLBZWYyIU7Trnd3rXa7Ag3SyTHBSqQzLRa/Pp0dZmx5U71c8q6w/L6fSVcWmhRdbc2/B1BwPNRKX8m7XY4GrtnTZtCRRTVZIRydCMvuA9YlkAWfZoUd5lp75jPbvFpm3IyaJbtEBBd6hYRt7yeOv243C6g8YDFnDsQ5gbpHjFPDT3jILQOBJl5PONXHNpGLN5rX/5E/L/ctLjdi3Xp7tOaYgUfty4XkmlMjJ5YFXdm1v3tABOKeCcf0GAIQthSHf90dY1846RP5avPb+t1Ds4ZNnunvlBbq0pUcajA3f/VIvngry1RWpex0bxMTj1VMz+6K7Il7g5UHhAOwHxkdKw74DnhSRWQbWKEHuIPQcd9t1KLElLxdARxz4asI3xflsGwbiIC0xFmhYnqtA4ItAK/7VhRHQsQqF2Gr9Tn01242MLsbTYjbG/7d07fdEw6RgYXAHZReJNaiynAws+kyPlPZ6oVyqwJT9HBAh2ik4cH14CRT1aRZf0aqpNAdEb3Zy9dl9cmbJA23y7R+VFHz0IqzHNdbJyTAOYMvp5nLt/5OSxYMmKOE1jua/H1IhWdPJccMno1KhYQohNYoqKw2qhkDrsAi0vFM9CFJ+9vGPvjs8rPiuhkzprDz49dKtt/Zj7v9cgYWhLQEmIZFqiwWMgBiee7baW8ehA2eB4jPA0GBzjBD3gkXI2vqRqzsc0809FzV1zOiFKlnNWnrlb/EDfYAzUcME8rJO60AREYlj2Hq6jJmLA2LP/ccFRbva7A7gbK50uY8EQUdB2xQv0Uub9DOlbQnx/jeMtXNT4znjHxbccKUf6fFjFm1VuORN2qfe/B0ndZ27D5PaZ7VRVMCKIZ0cxOusLaHseayV3BalU84yo8WVTrMXq1/f+pThbJbmvl0s60lmtg5NL9Ll9TCG6q87GR8d7k2s5GpEY3fmBlrTccON9egUWszn+lnuz8sLm+zqlOsnThKD6xgWLr2xkcCBAyzI52rpbfLjaprFnb61S2+Vkxxf+jZ604mct7G/xhrYUvFqziwp24zDQBa7WHX269z+apZRwVT54DZtx/f6b6XcLyq9k7VZgx2/tq8xISalAwoJvD7DjjH++3Kp2oR9C8iRGeBoMTvNlgWE6OfabUybXd+MDXizXRxhXM/3zXuaKM6FpZqxukufQcs1Y6/7hC23Sx8WB52/IM7fa4zKyVC8uo1S7E0fBFe+/6e8Qy9wUBXSaaVrw7ICjwikRgIlqGdqaaaBNDR/+1tW8zpk7u8eF7BAgtYSCXPSJfRr04kHzkCNZKrmApjFEJayPZ3ce2UoFMWnljDtIdr0iqg5ahOz6T7vL9gt26wOCobR+tfCdMAH9XwLuVqjqVR8dwA2bxeN5bDVks9311d5wm2++5HKrQLGs9O3qNZrIzj+rM9mMXpO33S3U5i5+drHksmj57JFyypE2ps6Jfd4iIIj5ZMrMq66424msWyaL+o1RxGUX5+4XaelBwtQVNlbtggBlzD12wWxfoGOWIS9eA6iCWZ4E448nvAVZXTQct0LldquHM+eLoMe3FOuqz6yy4thw5r3OP8L+WZYJ6Sz+6A9dL49fp7xjCGq9Yd6J2DfHDCE+DIRpqFsmqFRiqNIgA5ugwwI4O7Gb+6VVH59OoBmI/0mzQAvn8n+1qzREdtPAwHd93+rKK3LhAjCawyeyccmO12REQ8RWFmw6fk84/LtfKJotQVEMc57qORFaCc6b3TJvdER7DNpHpRWsPnJUJz9SQD1qVuevzWLKKji41C6poYzvV2paPDQSWVYW2hFVMWGlFpEoh0Ny58H86fZt8NNU2R1ajsG2GjNEARi+chSczp60ictsFNLOr7b9fJtX6z5b3/9qi4hgdx6Hgw4fKqHCw/j0tUTxpHWH8AN9PUqCoehF7yFIP4pWRESqszJP+9UKtuyq4lvjkfiI+n/hplXYEHO2sLAZ3iJDR3appBdlqmyM4rRQwVyMHgQTC/teVh+I822lVSgGfYg6vgcKS3aek1TdL1OqKBDTu25v3l5Q5L9fTBDVXBwJeI69N3KAHXBwMmkRz0Atmvpy9U10LSKRCdDLuY/AeRngaDLHMUk7sUUOXTNjiZsuYOafr0fgdIsqYT5v5Uh2NjuPfIBZoEfPG5gqWURCfYPmuugvfgw1oqpGIT5eLRfFsszN3ysIHrSdawMO7VL5LwFpxmQldLIoOzPoB0UhlhuUdZzAkx1PUFXixIr6AXHN3sXwz8bZ027/TjZk3Lt5vTN6kdljAjLC1kIZgdFwesmY8Ec5pIpejWCbj9bd0z2m7sfu7D5SSZa83lFHdqqpDA0ER3WoV1M9nuz9z6hR6MaUq7Tgz+sHfW6XIG9N0eYuWOPetaekcWp1kjja65Cf+nA1nC+eIWavaigOEKxNyXCOoqPLckEhlwTw1tmYI4UCAxwRxjS9rXBdMOERC/qypA6JdywGShKkOPyzXDgavqecbFJH5feurbVhMS0Ic7DgQ49dMwEOowYEH4Qkc3CLi6UphcB8jPA2GWGAjenD7CDUz5xpCxanDD8vkxIWoGeWOMNc1oktlveDTxqK1SYvzyZ9W2qshjlhelcyGxmURhoualdnONqqjIF6bgI124io7DVsu/16+of+eMQJX29rWYpFjS9eT0HplnICH5Jel+6XPr+tdfh5tX2v5yBkeHyoZVPNciSRX1C2WXauIzCG6akvHZ7GI5+aFcWv19cPrCA9Zcu2twwYepY6tWhwTgNx0ZocdIb51Yd/6MuHZGlrVdbTKorqIbyYpP8DBZ+HOk9rmrh6DgCJNCs/M6A4RtjjLU/LETyulyRcLYvxZec4cBRf/lrnOx4Yv15Z/ubAMmh72cZtyMrZ7tSgih6+N/ZI/OX3xmr278VwcZzvBcgLIn9m/bXbuB8syLG+RusQy4GPV88v8vvXUnSC2ljnvVXh5AnPEnrJkCxR2HL8gfX5dZw+ooOpr8D5GeBoMbsBFtEe9Ilr1Y/6P9uqDXy92uVDh+G9YcmH5iC1e3vRnbzuh1c+vZ+/UhQyLusWzaUWBmUx3xZEF5uvZ06XUf2uJGNpjGyPb9hFxFJ4YR3cYtlw9YMvkSS8/P1HFpY0PYJPjTeHpWPVEuJDVbsFmPY+r8/LRz0v2RRHv+KWSre2YPhMbVOMsP05XmeEWl6/f1GpSbMKTz3vy55UaUoAR9+D2FbQFvnj3aW2J0/JktAMrl96/rpPy78+I8u9Zzsmb+V77TDFznzGl5/Daw/KICg76b/TyA9J/6lb5/rGKUTbUHeHvZ7moyiOCWYLCNovtex4PviaPPxvyjBg441ghZC73uTFr1PSfp4VlJTamLW/E6oWzRBHdCP2uI1ZKr3FrVQD6A6I7WYpCINcpGr1jQOyLRf7ZaOdQTLpUwwHz7e8JHG5n96mrbgbuCEgOC1TXWSjkIIGFXCjx7+XrWgygW8SBjMOawTcY4WkwxAHmOKc8V1M3j2n9PjJ0qUxYfSchKrqKKRWq6b1sFSeWMAbM3CHNBi3UKgQwyI5IjU+7nX+Lub1lrcQFgyF5LhiIjLhEP1IhoR3HljGzraOerBqjgbdVYXTeKvck1uNiYW19Uw1ls5/5WEeRg4dn628Wq7+pxTN1Cuv8Go+3Jchjo0Fku33O1ujnPJmjZfkE4R2W6d5oL3BUj2mT0+LEt9LyByUWFKgC1vh4jnQZsVKdFCwfRfijZ00VDDNfqqvtcoSZKzsjV9B6p5KJ2P1rw1Ep++6MaO2+OER0+8VmW8V8I68BIjlrfjxHl6Co/jL/+Xj1/DKnTz0Z9nhlqV00m0afOlO9UGb7IeahIYtl6sZjeh+Y0cX6yrm1+1KjYvr3gH0P1ebJ647oQWLS2kN3LYZ5s3lNgtTPS/bbZzvj0yr3l3k86VEDZmzXTXU6BLw2CZj46/laan8Wlw177Lt4zTJr3b91aMVFcjB/fuxaPSDwe4tLR3SjJQbPYx5pgyGOIOQm9aihc5m0T5lNe//PLfpmFhOYn2PxQ542UYdYkzB39dzoNSrgWpa3VX2mbToa7QxpdFA9I0N5+/ELMm/HSft8JxUbd3OUaashOhHUzI2O7lZVU5Jiwlou8mbF0zGWE/JFVvowe6cySYoTsHnM5jQLHRprOnixfPj3Fq02EltojTO4O+vJEgyQyhTdcpjlXUm109WFGQP7tkOXaaoPAp45TO4niVJUk0jAsmDukXg+WqFsfluzkrgX8LURa9bPOiqGJTdnmD11rlgTf7npvaZafXSGynHVj2Zr7joWOlS+qU6ycLT0tYbyXssyUbbPf3ThqLDv1GWdaW45eLEegqjIj3uquvoiunqceH46VLFVthE6E3vU1IMPgvyl8evl8RGuR1S8wc9L96k45/tbs9dxxddxmVSlWRbDi/PrObt0hjc8b0Z9v8Gdo0yeuLlaUIVncQ1Ylgw0t4GE8uk/21VUc2j9vnMlfR8x+A4jPA2GeMCF/PvOFTV32mrNISIdowhdwUUXgUkFq2vNAlrZIQsZ78+Nh89py5W5ykW73NvAtkDUtIu8cFP1jKtxPD6gHYYt02oaW9Sju1eNdUObKpS94unFSDnEo6uEHOti2K1WIX0cuZCwBMVjS0WRdvsPC/dK44ELdDvdSoYiD50Z1tjADQDBRYWabeAY/TtdLBZRPW7z3RI9DCC8aHvTSq//+TwVxcx6WljG7stftxm7Wy1ay07KwhJnLFtZyTjRwc9PuhXtVufX5ehlB+TytZtqlcT2eXTtd9AllFfq6cJRBqcNbSpsrqByShsTNwQsptiQZxEqJno2KKoVVcZXeF0xA8qcKkKUSjWzn4hcxzEKTwdmstjE7zIwqhAfE/sbt25rUpQvKp48Fr/huzpgvi6LIdT5/f2uUwWZ3KOGBl3EB8IzeB+i+sxYRyhBChiLY/DZw+FSysXCosG7GOFpMMQTLkr4S7JARLWRyhgbu3jexQZD/e88UFovrpgVM2fEDBwXDnCshLkLQpbqJveDPHN3hSdtVZalDp65IgWypNZlD3dmwM5fuamVFW9WPFkyIaLPsUiGmIFCWdPaq0rNy9xJccIKZUiHCrrchXBETGP7Q3Sj9XiQ0BIbHBKsqiezua4Expr9NoHP5rMj246dl4e/W6qPqSVo8HalGsXGs+N4QI96hVUA0ra2jN2tjXYq445Q5aViSud59Iroq56IN/w9iXUl916XeXrWUrsvRDBiGFHMa/X0xesxVth5rNiOd1X1JcXIwtVrjTYmlkruvJ74WYmChc9nbNd2OuJv2ou1tWrL6AiCqPDrU7WC7A1YKEJwMVNrJYPFFQ5xCEKeYx5rb8Chj4py8y8XyCu/b9DXOJZmH7cuKzN61ZFmZXLFuzXOGAfvP2juT9qUDakWNPPY+NQCB9EHIrsgBt8SOq8og8FPMIM46bmaWqWi0kHMoJXtHBtkrP/+TA3NtHb0++ONP66txbBMqaWFU7Z4bMKTOT5EJ2KI5ZUx3avpMo47WG127rc3MpuZjXw18iLxRM2C+hhZMCuJ0bNzihPzsVaKU/0S2WVm7zrydN1CKsiZM7RGECatOxxrxTDqnOeJu+YM8QZFDFFtZjTBYtrGozq/ayUPAQcLZhhZyGHUAgFoFdOs9rkjlocnrXZnSACC31YdirKgBni5vjl5o7T6ZrFW0FmE+1/L0mrOXjYsgxTPmU434bkviGK8O5mJxTbIueqJEwDCiVEHFruaDJofxQvVSuqycGW2z6HGmmN2BxwImGNlo39iZGJQ4WxpZVz3auoCwBiFN9vV3y/Yaxcl7o6oRGelxEiIN2I/qbI/8t1SrSgTXMDrr1/zEjLvlXra9YgulcodGDF4IzIWk0MAYx6hAr9TJBPRwcCG7uUmNtcHg+8xwtNg8ADFcqSTP56rpdUoxAjVLUzC3bFG4uJEYg0LG+2r3BEhtT+dKyOXRt3Qjg3ntlhMRshsDHcctkyNpLF8GtOtWpz8OL29WIQgOnHhmrYOablaCznAY+xY0WGeDYN7RBK2Uo6LXf2al9Rqn6MIR0O+OH5trPeBZTBELnOvW46ed9nyp5WM4MNHtcBrf2s6kHN6D5WjVW801oUcRi0wcedpJY2JKqYzpyJFq3OrHajCUmGmfT5to82/FFHMEg4jG6OWHdCfj01xxg46V7dVwq3oUyrr+Ms6OyPQ5t/38f0qTKlUIkaZ7yybJ4MKUITq48NXqD0Ponp2NEtXVJknP1dTfTz5Ps+OXu1yWz66TgAVYBg0c4eKQet3hDlmHCIccQ5NSAjjVx5UccL9b+WwZR9vKyUPt9mpomPHhujEVYOKKgJ5wSv15em6hT1y+CPsgiUznn9Hr9Zgh+5Ej9Fr9Gejmv1lu4h4HywMCccIT4PBQzD/9lPXKlphA0zCsdBx9+JIbjvbowgVi7embNaWqTvRjeDuEoFuWv+4QismVA6pdMZkzxNTxTN3Rs+32aduPKpVXy4OAx8trxdVVz6ijljWSrTmzzvNHjLHhaBi+ciCjPAXx63V5aPo4Ptic2RVPR2Zt8P2/4hIFnH6TbRViiwwh1/xRkNtNbetnC/KfKSV/+1oI+RuxZOKVvvIWc+Ry/bLrhMXNFWLJRxa9NgbsVTyRdvy2uLmokslmNcR1XhmigFBaYEBvzWvyizm1BdrS6vyufXQQ+WUeV/M5blW87XYNsdf1BVsUCPyqezGR3w+Vr2Ato0RCaOWRR0noBqPmLaw2qYJhVEDqrqAmEtIe9myUmJsxRPQ+eg9fp3aWTHywe8Ez//8V+rra8x57ja+kA7GYhVQXebQFiqw/IlNHVV9LMVicuoweB8jPA0GD8JFgQobF10qEvO2n9QLPuLAXd5qUSrK/3Phf+ibxSpsEIyxwYKGozWMMwhhcuRJJkLYIDpdVd1iw8ppz+nh+U6qaW9O3qS3qX45ViqZVbRwfixonxXLkVbbhY6LO47PDW1qKnsWiFtr+SjWFKNtJ7QCR841lkOLd512uXlPFXPHB81VwLiabeS1wHOKr2uLcq5nzKwZT1fCE6zEHyqYjQYukGV7zujrjcowedsslfDcI6bYdKZKyeGFRZ1HK4Xp3CTzxVvfb6aPG/ZN3X5eZbfyovI4qF2EfNE2XC/WvFaYHaaiTnpUdIcpUpQ4QFkC2Vl8RpfedXf6V1G7A4HzAhOtd0cswZwQsLUiW53K7sMuNv3jU/HMl8CKJx2J9/7crItDjB1QxeaxnPFSHenfuqzbIzHuCu/XJmzU79G6Qh61YAoVxq04oAc0GiSD2pZXdxGDfzHC02DwArRTmd2kbYdtUqshS9y66AIRimxUA2lJXAi4INDKbTBgvpp5346h/e44q+dsu8NFnHapVrHSpJCx3avedSF3Fy7Unm61W6bVtJHZqH2+gU2AWKRxqMLgd3lXilNt1ylOjnDBJonJwlo+6jHa5l/pDOMTgHAr8dZ0zbnGcsgVxHPyvCPwYvJHBARfdDYu9opnNMspPH+ONGSe9aW6uoxz6OxleWvyJs1yp63O80TLHq/MJa81kE8fDtfHFohA/eGxStpqRzxTAeYibfFQRJhMfaG2immWlIYu2KNjJdFhVYct7OIzMnKWx9id3wPEHy1Rlu2GLbzbrskRWs8JARu0byOrnTZf2IS1rPclsOLJwYlFOA4MIxbv05EHuiD4B+M3Gd/f15gYOn+3LpzxnvDW/VEPvsHM6v1n5K0ptkNs70bFpFGp+NljGTyLEZ4Gg5eg7Y35N7OHXExYBsAXMSbRaPFgeVslbMmu09pqHv9UNa3mIcgw88a43tX2PHOXzEU6RhBaCyhsVhN3iIBigQNPyaIxiIjYOOoFD0/EJMKE5ZeBj4bfJeAsY24Yt5JZRudZxTw6OkCKE7Yp0VGvWLYoue/W8lGjAfN1rhYxsnzPaV20wPrIEeZhXS25YDaOQXpMs2M895PX2qqKMc0R3ql4RhWmiGQWJJ78eVWUPx/Urrx6R/L8cjhBPDIHixflZw+Xk8WvNZAXGxV1WUGlrfzFo+XVP5SHE9FKspb12OIaQNLQCw2KaKvdEs6uOOkiaUjFZ9u4iU/+zcuRkZ/4U1pC3NnL1f7zz7LFOsYHjPVpj3MIYI40IfD8Wh6ecY3L5KD00+K9UvfTuTJo1k5dSCM5DJstxjWYY/YGLHLhtgBvO1Ssgx3eCzkk8pprXian9IxH9KnBOxjhaTB4EWbjEHjkAANJMLQco0uPsXggsgWLfyTxd0QQkrX9xn0l1bqJFmuLrxdqK86xFbnu4Fn9L1vWzMnRtmaeECsc5k3JKyeak0Qiq+oVXzy9XMQ2+rt/btbbvRoVu+v+MYtpVVmB+VRnWx2Eqj3FaaEtxSmmSEng8Rj3lO3CjlUTc7VF3pgmbb9fplGTjh6YCLdFrzaQepE2SxZv3l9ShVJsFjYshSAeqUpHZ07OXOWZS1FnPJnTpG2OMJ6x5bi26Z+uU8guTEkkco6zZM6Tljr506RbxQTLO5jWW760JGv976+t9kMS4pTM8tiqbQQQvPzbejnr5BvqSnzO2Oy6amyBWMApAgG2fE/UdrqzIEeoWYtIcYGfz4pRZYs7oXONLKEhIHl+3J19th1GDkvDgfPk3T+36EIX1VL8VW0Li95re/O9+03coFXV+sWz2UMWgh1eC0+PXKXvf3SPPn8kPKSSl4IdIzwNBi/DRfvdB0trVCAWNf9sPq6RjvsccsedocrEbCPXffK9ra+D3Qybvcx68Xe04qhwUd1DZK2NXEKqVCCzPFHLJna5sHb7ZaXOASJ4fnmyapyTTJzhe3lyuYiv9+qEDdrOpa2LqHKVhmPZNzF+AONX3j3LSdWKnxNhyoxtdDQtnVM35s9fvSkdf1h+l1iyGNq5oi4mwZXrN+XS9Zvyp0OsKRXFbm6abFvVQkRVdC3ds5ev63MLVOGovN735UJtm1PFxDOUNBr+vVUZBec4S+Y843Kx5XPxpX3nAVurFSP1l39fr6KXQ0a775dpClHMX0Pk99WHpOHA+To36Sj8LfHZIlJ8kt8ek/jE9sY63FDtj40Hvl4kcYWlKip+HD6o+CYUa7GIRb3YbI14bPDMxNKq1/h16hqAlylV85m96+r8rzfsmBwZs+KAHkZ57XzwUNmQEGc8rm9M2qTpZSwRsUwU22KiwbcY4Wkw+Aj8Gsc9jZl2ShVFmM07+iI6Y1UfnLPbqTAy64X4IL2HU/2L49ZptWnCapuwicibUT39qAByQWMRhovLz09UdjvNKCYw2bbyxD2x5DBq+QF7hN2AR8JdXrSZlQV+Zmur+8/1R+9aPmExxrKlGrrAtVE8Hp5UEPectH1NKj60SPn+mJVzQHDciGWRieoj1TeqixYsK1BRdLcK83ekv2t02+zg2FZm4aNtpOBDhFKVQ9SQ6f7l7Dvm7fBVu4i74izjAxVjxhwYGWD0odIHs6TxwPnqAhATiFbmW6kwUSXu/et66fTjcvvzBjyvg9wUn2whIz4Z5Sji4JMKrgQSjxEiMi4Cxap20pFwjhVN0GJRLA4Raw6c1ee1608rZduxCzq6wWIYCVHEivrCtB1Rz2EG+N7Mo4cCjBdNWHNIx0IIkvC0rZUh4RjhaTD4kAr5MqndDFU9Km1dR6zQwX5XLWEuzrx5csF3ZSbP5un0XrWlT+NikjJZElm657RdtBTLmU5SJUsaZcGGJJ+K+e+OdowPVsubZYSELmNwsf7o7616G3uYQtG0c635zoJZ02o0JmKECqCzMLfEE+1Oqryk+Fi56cMX7VWXgTqfzZXP/tke5d/wNVe/2VjnGXd82FyGd6lkTz5iptJ5zhDi4vdIXCbPOUKqWqE7llnOnDh/5/twAQXmVhmdIDKSP0Mok3hFO9bawnb1OMSX1hXCZGininqbDXZGEHgsLMcEVxGbjJH8vvqg/PpMdV2K4zXJgafpoAUyeM5O+2vRXfFpGc/XKZrN7UocNk/uQjWcEAB+Jms8I6HEtliEowEzuq2/WaLCmoMhC00L+tbX0Q9fWRjxfsPSDSM/HESxsAoFluw6pdGh8Pp9JaVW5GKgIbAwwtNg8DGYujNT2LZSXm2p9p+2TSuWzpGEfJ4lUKITFczuPd+wqMzqXVdNny2wxinx1rQon+vJdCH7YlEC2+zMMzITiICsViizPB7DBdCqThbMmlqFiGUpNG6FLR7UEYzwrYpxyyGLpf33y6Rq/9ny/l9bdLkKQW8ZuyPcbT/T1SjLTA1K5NDkIysVyZlukfGO7mK12Vkci66FSqTfY8NX3PXnLEthYE8VEsE2qUcNmdijprZjrfnhaZuOuhTH8YHXouX3aYEAJyIVQ328QsExPQptiIcq1l+IRWx/cARAcBK5ef9XC2VVpPWRJT6JLLTNfN4tPhfstAnP2sWiFw+u8t9/jYyLjU14fTXHVjHGYstTCzUHzrg2j2d++ZXf1mvePDO6PP3YWs17uZ4KJF8v9EzfdEwXvDicfdKmXEiYqXM45xDDewodBSt+1RB4GOFpMPgBBOPHbcpqnCFv/gjLh79bolY4jmBzA44zha6g/cpWtQUCxHl5/vsFezx2/zH3hpzpE9aeowLJjBkVtM8eDo9xpm3vqYv2iqdVlaMljrUQgs2CKg4pPsv23PHZpBpMUZkqIV6Ty16/Y+zO3CxtdISVZexuQQXKErjOxKU1S6t+7raT0bbZGRdgUYzxC1cwg0gwwcK+9WVwhwoSke+O4GJel8UoBBzpO564gGM0j1BGkLSOyKOVbQtGEayW9q3Igvr7LUvL6CerqhDlgID4nLH5uPzctYoKTP49rXDy6/GjxWMU8fnFo+EqPrFychSftIEZR0HM1nKyaHKkWemc+l9H4YSpPK4EMbF092ntJFCVfbK25wSKNYfMUhQwN/zh31uk3ufz5LfVh/R3skmpHBqZiq1VXJLCPAWP/dt/bLb75BKjGuyweIhrCPZbeP3icxoK86qhihGeBoOf4I2ROMPR3arqhZm2H9Y9XBQtmpXOpdZCzIFtPxazCX1s6UZUsNzJJ3eHYx5YLNpx/IJ8NsPW7n6rRclYk5McZzyBmccmpW2b4T8v2afG7s+NXiOVPpipKT6WOLZAtFEl7FKzYBRjdyrB3SPFx7fzdkeJKEXQWj6Rzu3TL2btkP5Tt8aYfGSBVRPtceyN8Gl1rLxxqMAknEUx58MCPyuHk6X9GmowQXRCxcpvxzg/LhGrrtrbLb5epNVVXpO4HwxsW14+e6Sc/XOYS74UWfm05murFswiNYpklekv1lFhhQj+cOpWeXzECqlROIumDVHhA/xoWT7i50YwOotPFn6saidZ4RlTR18N5DWDLRY/s6PxOzY6MWHNdnKocGXyHx94Lq0ZT74m5vd4cf6w0OYpi63axB415PvHKiXIxiyh9J+2VefCqVrjVBDs8Li/8tsGfY/E7eC7ThU92t0xeB4jPA0GP4NV0h/P11LPPpYyWMhASPGGShxe3WI2654/1kfvnwiOyx9c0JmXdK4WPTZ8uUfuc0JTi9iU7vPrer0gY+PC4lVMUDmimgEFsqa2fw1LiFFNQmwgrll6QrBhDUQlDlgaimmztWO1/LoBu+fUJW1ZA9vktOixt0Hc/P5sDRVRjmCoTvuU7eSYcBWRiZBmIez5sWujeK86zpzO7m3LWo9tK5f2O/efqu38yCjPuMBrDaGEUGSmMzwsgyYbVY/8eee7cAdgPILlHw4A2HcBLWNcAIhc5DFnYazZl7TYz2qFjxETnASoyPNzs1zDiAPi88FI8cnhAS9RqOvGjB4OAcDXtEYlZm097jIMwDIVJ4WJA91TkTGrnoDXCYIc+B1mhpjZWGzBCCzgZ2fG259gzzYusir+cZtysdpsBQNEE/N7z/P5baeKfqkiG+KGEZ4GQwDA4sZvT9ew52O/88dmtRfC/N0yk2eDOzpfStrLJI9YkBZDZCPm01+3j4iy/NB26FKdOUsIdiuleHp4fjN3t7bIEUtcAGNri+2NrCTRyt146Jwau1f9aPZd4wPMY7K8NadPXd2yphKIoEeMjlwaNcXJEVr91qzkkLm7NVecWUuEA63lsU9V03Z8ulR3BCAtZJ63Q2evqIBCMLHA5Kp1vWLfGW0b81yy3f7uH5ul/ufzdATAkUcqhtkN+RHj7trpUOHh30JMP2d0r51nRq1WocTLiyrg+Ker2y/gCFGEPTi+liyo5DneT55LLK14Hkrlsh2muv2ySt6eskkXWfAWJRKTMQkWfBp/MV+XprAbs8QnghbciW5sViaX/nfxrlMy86U6d+7XR7Ndfv7gSLP0NhXCPLbJrX6gkV/XeszyZr5XXyN/P19L6hfP7vfWL6+71ydu1NudquWTygU8s2joT4i6/Tyya4JlXSj8TIkBIzwNhgCB+MIv2pZXk3iu47+uOiRthy6TcnkyaFsTux9X7XTE6KMOsYG2jWGbWOViRxtz47tN7H+/fO8Zbe3SVo4uVtJ98/i4VzxpX38dudhBRTI2OyZ+vj/WHbEv2TgauzvOHrJowqIGM4/WRZ7/PlXHVtX6Zem+GE3Gu9YsoBvO5JIjlBA/GLFjW4VFk/7cDhvnVJWt5SNuU3VpGJka5JhOZSUoUS39Z9Mxjd3E8sURhNjKNxrJZ4+ES5ZIc3Trv+5C1Rbm7Tjp0gXBFcxqthy8SL1lqRhRqeQg4NiqxCuVpSJskqisWpvtjtZariATe9JzNexLWL8s3a8zrMyAEhAwrVdtFa0cCliwe+ibJfJ4jQJRRhp4vmMDdwMqrrT3sSliJtVi7vYTd7325m4/qb9fHMw8wcKdJ+XBIYuiPKeY8c/uXU9dD7ztxeku2G9x8MQdoW+zEhLs7D55UV4cu04PS9irdayacB9Wg28wwtNgCCA0b7xOIfn5iSpaDURoEo+ZNV0Kl9vtiDIu2szkxWTxwyIMgtSxTfrJ9G1qXu04U+oOfM/45rRTwe396zqtamGCH1NSys7jF2TAjO1aGXS8qFN1pLqHIFz+ekNZ8XpDFX6kOfFvnLmvTE7d+KcVirl5dDBLyP2yQMDQurNEGLOcmx2WmEgJYvkIsUs0qj35aPImaf3tEhWwPFYTI9vsWAuRTOMIVb5t/2umQgzzcDh1wYrLdJ3THh2MF7BFzoUYY/DYYJYSa6ndJy+pGKHK6RwZyZLOz0tsFVQCCRAuiFBHqNq6MvIHWrlvtiilr2d+HhaGcBkYsXivZrHTfuYxIMKVx4sFO8uSCMiOZwPb3XY7s7SId4uuI1ZGOQRYVUledwn1d8Smq+OwZdL5xxWy6fCd3z++NgLaOe7VnxCva3UHOOxZB6lg5fzVG7pMxO8bIykIfUPwEDi/GQaDwQ4xeYgZqkwsAmACb+VKW8sjiBraTI7t5n7No69k/J+9swC3ovqi+LEVAwHp7u7ublEEEQQpW8Qu7BYLE1EUFUVURFFUQrq7u1sapVT0b/y/3753zzt33tx6xXsw6/vm4/Hy3pm596yz9tprM66QOeOAN2vUQhSvaz+YZ3p+tMCzTOwFvJZaCs2ZOT5yRNYj5IMmgGfbl0tUfkSpw2vY6o0ZpvnrM2SGtE1EmNqz6LGAMkgZls5oYqeaBEdYqn/NBt+j0SrM/fZqvuFcvj5xQ4gCfHW1fCFB3nhobWKKmqa/q2yezGbUbXVkUadsz4ah9ZszTeGHxzoxUDY+6FHNbO3fRsrptrrI4zik4zKDRDQeqOpDdzsk3ws85ld/Wm9uGRYY3YqVAD+nl/+Q6B98o/g4r6yU1ywMxiG543ce+mal5NGGQ8Ng5izXiXP89A9rZK48mwHOAV5W/K9uJwnnu+/nS6KSz9blczvNUajab1mWgGfHrHGa2cYHu+Z1XGpSsOXAcRn5CYFmM4FlALUc0g/K5EneKNqUBpuHfqNWyHVvUz6XaRFMAsioYCNxz5fL5HXFhmnQdVXSFcn3ER3+1fLhI50CRYYuWI2MAZDQWZsOysdvTd4kfkQbkaYSQaKuDxIwytRkf5YPjs6kU7nGC5NNoX5jzNuTN8oCHm6EpPpDUbDiaU6gqUNJcv8OFYTMuIPd678cCHanQ5XSL6Vu/KpafiVSyOtv6qQixjR6ES7IDQoyJHbimr2JFjKIkHsSEFYEGwR+K4En3ogS89Idvzpfh4wRxI2KFw6DulUx215sa5qXyenp+cMbSMkY2DaCWMH5YjHm+nqRNWKdIHza1Q1hIlVB1VY38F6C62oWEIK8MHgOlHC3LJtTrglAeWcSTjgfMvfLhz2riToFUaDk3eqNmRKsn+2i88Rm8t51VRL9XAL5DM0VtUFaAPcIGyI2BLaSTloAEUKDgs8ZdTQpXeU0KxEFxYYIZZXLx+hWOvafbFdWxr1GCo8/WaBasGLXEbln8UFmdJAmMXndfrmHGIeZUqkEPtIOPvH04SMdg27md6+rYu5vEQg5B6iTz/24Rt6AgUYBQXzK54s8g50xmpSq6d5GveruMZ96wMQN0lhT+dmJpu6LU8ytwxaLCgk5hdAklNljf8OnTE0XO5yEpg4UV2J1IgW743lk5jgkQr1+4cZB0vkP4UKNJT/S6zxq5NB707c45IjOeEr/WsqHFBG7xLmkI1unHgFV+2oXyWYalQworCyAdjmTMHziiLyA2sTzjgQNgOcaJSUSBnVXx4l+Ni+0yWhNMK6L60jH+eudKwphCjeekeuBfYENAGMc7XOg4FwQ89QvqLQzhhRyFi7SCbJNGVrVfJ4v4z8ZS8qG4UyLjJNva5PP24aHJ5/8Xm0yGhck3FPvb+R8veIzExybSrxqJ6QVQt3wlalyz/LcmpbKIU1Sr11TyYkBSxiXmX5GNBKfps03j7YtneFJ2riVe6QKAl7sUF7itnxkPKTNfC4faQ7UJSJMUFbCjSD0kTHAotq3SXFR2IYEFSj9l8gkyBhZgSVyXhx15B5lYMqxEATUx2uC4eiUW1G9xqxIPK2GQ0uUNuhKR11CNY3mR3xp3DqnZM50l+rPTwopWxPsDsFsUyF3osUR0oknFTIYLuuTr5ET+daUTebLhTukocoNCM/7M7cIoSK0nqBpciPxakJyXu1U0fHHEtzPnHIIN7mLEFSNq+JcQQwhMnS/Vy2QRZRBd4e6G6hkMzccNA+2LmW61Sjg2XRyIOjvzB6nv9NGlxr5pXmL57hu71HJDaXBiZQEGnnotibrEHtAJODDBO0q5BE7w/5jJ0JsD6BWMG7p1oZFzaUXnGMe+Xal2B3w4KFghlPE5TH1rSs5qJ/M3W4+mh04f5kvCNy/PWoXlPuU3wf5BewViMxCFfVq10HJ5L4m2opyO68L7qslwevG7Uapn+azWMDvYEOC8o0SrQ1skGx39zRf17gvDY8/2WBz9eh3K+Was0GIFlmW3sG9fN/I5fIx1hkGSPjImPCJ5ykK5tWyUFL+oumBRgkWYy1v+sh4eLhNaYdwKlAdtdO9Uv7YFlTKqx/O2mIWbf/VFM95kUNI3+laxTxzxZ+i7mh8DqAJpHSeS0Qx0xB353d9vNB5HCzo5YMHH0NkWbyfH7NWOr0VECJAviFkk07pSOHxW4ITiwpkzRRWnQOQ6LenbhLfHeqTu3mEx9OxSl4Z6ygq0H9GYo6YXoOqzIhMBRNdmNyDx5HgfhRbyC9NMMWyX+TkajKNhw54N1Dz8E9C2nvWLmg6VcsvEVDLdx2R5iMsAXSQcw68FM94G4tskBJAsD5ElzxYlFPKzQBf7FtdKkUMZdfUAt2EqD2DjayNLJnOMSVyXByipmNnYPwrf/vYiUVCcMNlkPK4nr6ynDymB75eIc1FCkZuMlFn5C21pVEKgqoZmaHh8AmbFzYSxCNxzrGK4GX87MaapswTPznfc3vjojF5ImlCe2PSRrM36HsukfMi82DLUqZpae9YJB3MwD0WLXM1rcDGCdWe+/uFDD7JB9sPzUQ0tpFNHMnL7iP9I328QnykOIjkoeyHQkG5kOPZH9dIiRBfEjt/f7pDxgJKnht3j1gWk7/TTUxoFGFxhYTZwGtH407n6vnNY9+tEq8lZflLLjhHMhwLZMtkWr4+wym3Q0r5Ov/nYP5zJKBCsQG6omJuiduJZwxhuDK7Il+WTNKUBemgucYrMubG+kXkOatf8+LzzjYf9qouKqYNHhveWsq2707b5DSMkFtKGgAlVy8QNUQ0EqM4awVzJFFRIeJMTaL8jYeVTSEl+RvrFzZ3NS3uKNWHlHgGUwySiutqFhTyZ19fRqre07xETHO5iZ5Ckea8qELoLrMzrcit2tLkQ4LCzcMWCenpOmS+GdqresRZ5E1L55TGIyLBVFH9eM5WU6VgFtkoU+ZnGhLZtlpGD19uzyXqM98H8XRXAJZsP2yqFswaViHEF8s0LW0Ig8hyzmh8inTetgXL7AWjTN9KK7CB0aYqEhOivXbSM9gI9P1iiTRYotbzPoSlxEfGhX/1TlFUK5TV/HRPA/Ngq5JO7h4LCRM9KC9S6nx41ApZgO24ER/pE18t2mke/TYwzQWgYlxfN3TGtM4wjwVkT0a7fwgAf/zyMk6XNhmMdEOrWkbTz5T7G0lG6Bc31ZJGk2j47c9AJBFh+JSpw02X8ZrRXiiG+Jtrg9YBFFvK425w3mwQDA+5QtHEP/jlgh2i6kJC1AtISf2FsevkY2KrmFZ0NNhIYgOiSsMWuaEEW6OQ0miiGwKIC+V+voeyMF7BwdODk4+CeZMHjyctSsmN811ZmyiP97csGRPp/OOvf5w4JvseS0Q8i3gTuHrFLzOf31RL1GE2vNcMnuvkvoYD9gpVVgGqNckGhMLL1y85X6KthvSoFvJzqJ92GoPGKvE+R/c89gC6zhWM8eQe9Jro037QHPGRQjpRcx9rW1oahxjFGe28qb8zuRFNKQVEBqw5KOpsbjIyqNpxP5BlTBpEpE2Mj4wBX/E8hYG/qk+jYrJb7z92XUgGJB2YqCEcZBzyPRy+HzT94dulu8Sfp2XyyWv3S5h8xfyZZSzkW8FubJpkhvSsFjILPBzwgzKqks7icNAYIkrhWDeYrU0IuIJmnhW7Dku4OzFPWpYENK/gLbNBpY/RkDTk2E05lCe1PK+leiYUaWnQmdGePfqijnpGVBPd/3g3W1qJAGR8krloY96WQ+LjhPjZjxelq1aRgH/RvS/j9cK0IhvYFOh2t8ucqna6S5yMGYVEQbxR8WTy0ccL5echfSDbhUknnqixT45e7fyf5qBYNgUKLAaQFtQlPOKAmexYLWzo+fECZJsyOecbO0LHd+dI2TuS8oZCCsh3xc9HviijJ9kk3de8pHQxNyuTUzY65Z+a4PwcaQzPtS9nutYoIJFQOS4+T+6z2ZsPSkbtX64NyA2fLDRf3lzbCZR/+af1opIDNukE3pOli3IbK7YHldr04O/E4zp62W5p1KNJL5I9Jb3jm8W7nGSFAddUjOm9zUf6h088TwMQ8k2uHSUrFjrbSwVY+OgU5GDBoBTP5BvfD3ry8eOK3U43OGPunggqkFwriKASA72OHQbNMQM6VXRyDSOBxVWJJ3mKkUrzlLcYpYg/kdI6YIKQDRpuUP0opaO0kGNJye+WBkXEn4rShGLIyEsWfJqTmD6iJJFDgeJXPu8lQkInrQ18vnAMahLkpGPVfKIkol4q8USx7fXxgkRTdiDUCjykkEKqAPgEv1mSOGweYqKkE0Kn0Ud2jiAKnCp19mx2NyBRzEJ/Y9IGWVztxq6scU4tAnSFQzg1y5SGEhp2eIw06KBiRwNKL40+oFedwo7ShzXAJuComfhYI4HIoq9vC5BPNg+d3ptjhvau4dncgzqtgwxoVGIaEaXiz+fvkGs5Z9MhUdjZGEMIKxe41Gn2AthCIMz4ZrnmeIq/mL/DiR77uFd1aUwhlWHell9Ekf526W55DQGaywjPv6NJ8bDRUhmBeOIrxksM2DRm5K5v1PKHg88Fm0ibGN7TfGQM+MTzNIIERfetK4rIqxM2OJ2alKKKZL9QlAkWaA7iTXw/6MkFfjMaNVjwIX3PXBEIXKchB+JJLI4SHnIsUUEpSVEuvKNJMXNPsxIRx/VBTBR2bJAXCHbnvvjld2+CSjRP63K5nfvk9s+XCOlklCEeOUDTBd3AdkcwJW6UNEgo018gpBv3H5OfhRTbiizqV6OS2YWM0pFNdBSB+G5FsXO1/EJWOD9kjkJQeDzhwIx2yqmQSppw1P/pBXtqzxUV80rjE78fIqObACoLXDM6qqOVXjknj7YtI55bbT4CEPzqhbLErPDsOfKHlJ25jpyO+1uUNLc1LCrRRiMW7RQiFgvxnLHxoAwVYHNDSoAisb8zdD57JN/tV7fUlggwNh3EZ3l5ajmHkCayS8vmuUR+NySSJiPCz7k/2r41S+KuOlXLZ84KXnOsEzrMAHLd9q2ZTqQYjWGA38d9g4+0xvMB3+31QxMawng93deiRLLK5OrxjMUOkprACrP7yAlRq/V1lxHBZpQBB9gliK66NwM/Fx+J4RPP0wyUT7vXLiSKJp29eLkoRbFjJ+cQdWvMyt1CAvBJcRA8TBnwqsr5ZDHMyN2RGQWUYe/4Yon4ACH/LMK60KMkEZhN4w8NJJpjSXg4Hel0vkNMIXSvd6kUdjwe15GOYi0zUuZlXryt3FFCh0h5zYi38dK49ebcs86SrEp+BvUOFYmcw0ibFpo/IEQ2KeJxQFIgofweOs8V09YfkEMhREXK8wF1FDWNci6El41UnRenJPqbdCijzBK9BHb9+rtMLbLL/5xfFCPKyYTae8FWRLGsQIYhSt8FZ7NHUjvd0Oajoo+MdT53+Vs0HxWR5iP7uriBXeD24UtEtaarnOoGk4IAVQ6I57iVe80Tl/8pzWORQJA/IHrHLjW7iWekMrsbKIhf3lLL3PjJIiH13T+cL0H62CIUeg/iD7UJLc1CVGHuGbFM1NsHv1lhpm3Y72yaub94j0LtVB+7rYQCNmGMVhxm2UQUY+6sFzVWKhrYPFHaP9mKJ3PqP5kbSC/g/SJatFp6BWTzts8Wi3UHQYT3sPQy795HyiBj3pk+kg0M2s9fVV7Cpp/6frVE65BZxxvn423LSPcyPjXy/+hWVj8oO+mrKuU1V1XJl6E7JdMzmORCAxglUtSYV66umOiN94pKecy68YFgaEDpkU0Fc7HpwO43aqUQKaYBYcgvGsa7SzOGLvpfL9llLi+fWzI78W3O23rIGWHIn6csjMGf0nfFfJnN6L71ROnDvkHHKaqiEmLQt0mxqIH2XoBkkZfIwX244ONfpEnntc6VAiX6XYEyPcQSssXj1+cQCRAQ8jnpWCfmaeamg0JStJTPfgp1hYYaFLnh83eYNm/ODPkdRCP1qFPIzNp4UMq4qKo6ZpNybwjOOENiYGJthuAcq4KHSrd691HJpcRugYdRQ+tDy+LbzAtj18oGBXvD4OuqyjlTcP65ViipXy3aZW5rFD5OaNP+Y/J8OA+owAqen5vMxUM8AZufT6+vIQSZ+/LmYYvNq50qyGYWzNgYuH6kEriB/QF/KLmzAyasdzZbAPsi+au8OkYFyacby3YeEeVXczZthHtdxAMqDQDSHy2mKrXANer3zQpnQIPXecwoeOqHwHpE4gTvXRl9rryPxDjjv3DzzdIBjh49ajJnzmyOHDliLrnENxWnFrgFMKOzgOnOndIUfkJKRygqvKkzNUKz9IDvB0154A1kpCHkA1IYLjqE0rcqcfjwNr/QJuTrNP1QqmLTwBv4m9dWCsmptLvlH/w60Lik5Mf28rmD3cmFhGjSrDK4e6DDGBI3aNpm8960zSGNHDSBxNOgEU6BY6oR54KGHBv8XRop7PibcMB/yv1KQ9TyXYdlXrwNPIvf9qkrmynK1QRvo/p7/Z7Z/Zo4iyFRL7X6T3HyN92AxJXLk9nULXaZzPKGTIdTgGng0aaZNc+0FF/jE6NXSekU0OTFa5IOb1RhStC8bkH7SnlkDKmXMjpy0U7JyaQpavoDgalMXiCsHU8l0UWE5isoYdMcZJ+rJY81T5IKhZeT+00VyifbBWwGVZ+bKKRpwSNN5fmFA9fmri+XOrFLeEGZIMTEowdGLg9LPgHq2YMtS8prCwsL4P0L1TQ5+Gn1Xnmt6WbsZIAGw9cmbpAKAKkJGbXze/j87ZLewevmo57VTeNSoZstH+kX8fC1jNvu5iPFQMmV7luicTD20zRBObPlGzPMSz+tMxXyXyqqwqLHmovBH1LKmkP59YnRq02N5ydJGW3syj1CBnwkDRB8Om5ZGPELvhUhr84OXPcaT0hTwfd964k1gjLjDZ8sku5t3WdynYgPskkn4FehnDERidGRlH971S3sTBPafeQPp2FNAZHCg3WDK7alzVszzeS1kXM9o8HpaLfUdUj3BzO2mGs/mOfE3yjKuALZ7RQHuqaJWXKTTkDTEcQPn2X7QbOFdEIyIYoaTg7J4ffYJVuuzwMtA/4zSv2QMkBXPiV9TjfqLMpltyHzTcWnJ0ipmf+j3tpRZhqlhNeUMinNRxPvbShd1rzesDA0fW26hKlfNWi2kE5IJOSNKUHhyvE0e6HG0RQVThlGmSXUHmAxsLHIVWavUSg2f6cX6LCm+Y10BvD0D2vM1e/NkfOEWh6JdAKGYYy5s77zf/yond6bK3YJ8mcZlBEOkDJsKvYcd6o63E/JgTMq8yT5OzkHA4O2kSfalcmwpBM7h6Yx4FH2SeepC7/U7sMBDQWMg6OpAJUJ8kmTxrdLfjaPtCktZUrUCQ7y8SjHolxQEgz1g+YRJYG51L4fNDawuKN0EulDzNHArpWTHYOCt274jbXMMz+uNp/N2yHB5Yz/Q3mjVAwhdYPrN/bOemGvm+Yx5rk0lCCw8Csho+zP91F+h/A2K51TyFGk6UTRiCeKFo993Ko9ZkWwAQfwMKsXzGpal88lZB3lFX8o4H5VRTAWMMfcBmRaA/FppoGQ3/vVclFhKccr0WscLIFDMAEKM8oihFw63DcfFNKLms34Tz7W6CDyIuughha7zFFC7QxPmo+wT7AxRJHkuZMjqvj8xpqmpkfZm/nimw8eF1JODuqF554lvkjsA14LOl5v7j1K/O7Gn+T4O70AaUW5zZLpXFHpdOPARJpYwDnhvYVyLGADjCVC7CdBm4cbxHsxMav1GzNNn8ZFJaOWAH/Az658umWSn4+qr9hB0hpsXMhjptLA+4ZNqjMSaALE14lHl34CJof5OHXhE08fiUBkCfEjxNtAQGk8YkIOU1eeuqKsNEKggNH4wLFh3zGXH3SHHL4fNDYEon4WSsc0pJCScrgZ1zbsOB+vEZGABh9mbX+5YKe8qdM5rNNfGHOJ8on3DbWO0ZAEo0eK3tlzOEA8c1mKJ4sfyim/G0Iw4pba8nsp/xETxIZk1qYDElVDmHUsz02VHI3DGTg1oOgAxDam5tDIRHQOKhket3u+WuZEEqGeuTv1KVUTUk7WI9FDG/Yel42Txge5gRqn+GBmgGwCfKXc3xp4zt9HEVVCDAlWEsnX8DFyoDbrc4L4o3Bz7nnMdpQSnkHU6NpFLjOZgwoqSm7TUjlDSDfg/O479qfZc/gPIXB02fNvuHisf/7917P8zaQiwHO0Nx1cWyV4KUU8AX+DDFoUYqomgKash1qXimnDpQ+RkPc3J290conDYeI9Dc3jo1fJZppRmMQo6euHDRg5rrqBiBc6LvNkhMezYYBQo5I/d1XGHIvJewVWBRR/XrevXF0hQz4PH7HD93j6iPqmwOJGKYdJLLwfENRMKcRd0qHkO9/3g8YFyq2UjFk4axXJaj7uVSNiB7OCiT81gyMZwf0tSpi+TYrLx7ykUd+8gt1tDLuhhmwUII1EZmW/6DzpgEY5xNTvhfovTxEl8+tbazvkdOjsreapH9ZI4xF+u0LWJoNNCdFA84MRRYzYfObKctK97AaPmzI4lg2UTXdJHFJOZBNzyG1VkK5iFi5VEb1A0866Z1s5CxoeybenbDQfzNzikHcg6QFnBNRLGm3cQfE28L9CYmngoWucpizw+U01TZ2i0dU7CB+bDm1UgvDb4HGwISCSaMzKBGIaK/Cz4mvkYKoV/xKh5faYsmHE84hCPuuhxiEbA64fk5UUlOyXPp40f6cX2Oxg6VGg2g3qVjXqa4BMUAgX9xzvS172gn//+88h9ITQM9+b1wMbCi9P7obnWofkscaKei9Nkftk5K21Q6LCUhtUFZq9Nl02fE+1KyOWmIwGXvNUEdgAov5jD0pKZcRHxuJrvuLpIyJYpBgdKJE+Y9eJUkC5jjdwyA5d8epDxG9G2ZDj2SvLmQlr9ooSOnPjgZB8UEp9eLGalM4Rs/p1KoIgf7IpIZ14MT/sWT0m0gncXcaUlFH/iD7iGmn5T0u/LcvlkjIc5OP2z5eKGki2IhOMFDc1KCzEE4WSYHd3xy/ql5ba6TQGWw4cNy+OD4yTfKRNqRDSCfj9X95cSx4fYe2Ez/OcUR8fa1tGvJBYNSCakDcNp0/0fB9v7uldO/z7X6bys4HGFBso7PgIIaqNXpkqmyCCw+nM14lBhMQDOtlRCLk/F2w9ZN7oUtl0Ceao3vrZYvkeJsBARhdvP+wMYFiy47AcbkB29h/9UyoDEO1wJA1lT3NN6TbHJ60Kr5zv/4x0o2u2ZyxAAUSR5PlTko4G6YwPRigRp+Z+PbozTSnDp2S0De8Ndjmc3NYeH803Q3pWF5LrBUgjpBMo6WTa0aHf/pRrDHgNoKgq6IhHlYaQEnmFd51GKhuvT9og3uZ4gNJOmTito5S4bqQoQDqxthCRlxGBqAHpZO1g+pdPOk8P+MTTR0ygmYQO6241A/FLeKkeH73afL5gp+y23T4zCFQ4Pyi+OY7T2Q+KkkSzCU0tLBwf964RE1FQ0JkNNCqHaKHmljLFIk5OImSTTEdb5Rpxcy1ZtL5evMvxxKFsEzNEFijxQkNmbjX9O5QP+ZsHf/tT1EEuE3mvKNxMg8EbiD+vW82CEZvX2HCQl0nWIBsXDjdQnCAGlNH//uc/yW2kocRNOukm/2TudplJbaNO0WzSHEPZVAnSFZXySmn8tYnrzaWzz3V8m4zFxHvaomwuiWhqN3CW+WHFHvNAq1LyNfU2MtGmc3WOwN/Aa/pSkGzzNfJS7ZxTNmYcAG8lOZGQ0HJ5LxFVEZJM4DglcQg+/9K0lZTaE6SZx6mz4yk789oL12Tllf3I/cN557m44W4sSokyuw1UZSXMXGd8zpDKLu/PM59cX91pagOQLJrKhsxM8LiC7/vWlXOM+mdDR8kqtJOdqgvKNptf7i/1mHJdUf7jUS3xNrNBoNRNxSCtgF2GDSJ2gZc6Vog6Sz49AqWfJBXwaJvSIlj4OD3gE08fcYGFB2M+3qIBEzaI+sPoRAjOw21KhXQ7K3w/aCggG10/mC/j+yilMkaQxq5YQcMKiyRwq2EQR1QdGnrCEVlIKD4qGknUxzhn8yFRbm6qX0SIJ+HoNNfY4wNV7WQWNmodjwHlFUX15asrRFTCUEvJiWSB9CJYlM7pyGXh13MxaFrA14lqaDfNfLFwhwTl24CAv9ixgjQAucFUIu4xVcnwvXIv3tm0mBOyTbkc0sp5QAF8/PIyDvGki9tGj9oFzeAZm2XTwOuBiB636so0MBo+UFoJwLdD8OMFG5P3u1cTRU/L8vO3/CJqnx16D1DPiaMh9opUhGiTjz6atc2JY7LtCwo9ZwrsICkFNjuqqLI5ouOcKUeM2OR9hW71z26oaXJccp6ok9h93N7Vd7tVCSQ4LN8tjWh4Rmc/1EQ2F6oIKtgoQT65TrxGsIqMv6uBjFLlugP+5gMtS0ppPhavqY7KZNxqWm2ceQ2oL/a2RsVCqhYZBfhi+36xREg7uaOacuDj9IBPPH3EDUrrPazpRyzqvPGzA6csH6mBhDdJOud5c5d80CU/SyMFvkEmyXCw0KJG8PszajRIOGw7+Jvp+sE8KRdCkvBZhispuuNuNNidCS5eIP4Hb2YsCyDf07tuYVH6NPvwioGzxF+H8kQpnoaT+1qUdH5mt9VYtG7vUVEvwZNXlDV5Lk284WChRzFDnaGUTke3rciilCo4H9PXHxDyp8Rza1CJYiNCSZ9xlqi0bk/fqD51xGvpBe4xPKY2xt5V33OxhmxAQJjxzj2MOg+qu7q8IfTc/yhqd36xVIixm0zbeabJAVFKvF54zbEJgEhCminxolbSKQ8R5XrZqVr4Y1u9EQi//+T6GuLtdPsXUeu4LkAbpWxgRVA7AuA+LR3jCM9YAOkkOowmN6KqAK+Jb26rLXYMSJ17ahSd4/e3LCn3gnpi2dS8E4wTuqFuYbk+KOzcE3eNWBpiS+GepFESQD45J5/fVMsU6jfG+R7SH3idvdChvBOnlZ5GZfYft1ZeL0WxzTTOeN3fv/35t7np00WyceO95vmrAqOAfZw+8ImnjySDJiFKVjQb4ZljIeBNm1By4lLskXhuoHwRqs3BVBbbD8pCwUFHvcyLP0X8oOQFQjohYCVzXmyG31gz4qQT1Br8iJB68hfpSndj3sNNhRBUe26iqF14DqMtljZqFc3mEE+6Snl8NYOqFvO98R6qKsg8cEBJ8d4Ry4Vcoax2rJI3pAROIxENQj+t3hfSxIEySjYlYxC1/I/q+/L4debLhTtFZZ24Zq+Uurmn1O9J5A6HGxA+/KNe2Y/8Xcp43FM2yNZknKYXeEw6een+kcuFpFAq33vkDyF40jV+4Lgoa1gbFOF8qSil2txTJNjcA0Gna12nL9FcBsH1apABkEvsBJTqUWWLZb9ISCiECbWVg80BUUmQbBRRNznHy6uNO/WKZxdbBOfh07nbhazWLZbNUxlNlN+Zwv5OzRSlacwmHqiHtzcqJtO3bPA+0bl6flEiUXQVE9fuM+v3HZP7i6lSzu/JlsmMvKW2aTxgmmxsw5FPQGatTXL5feSLYi16oGWpsJtDVTzTyt85Z/NBea0AFP6M9p6IN5XXFueXjRSTtiKN1PVxasInnj6SDRZFupyJQ+k/dp28GZPfyEL3RLuyUUvn8fhBITkQq4y2Q6aMTfc6U2hQKhgB6NXdT/mRyBeaIyav2xeiCqIGYWmgi5tZ7JQ9tcmHTvTvlgUai+IhngoUsWwXnSu+y9mbAooqisTIRbtMz+BirqV2lG1AF+oLHcoJIWZBJMmAKS72aEKuGx5KPJtsMtwLJeeABfSa6vlFmeSa869bpeRyUyLXDnQ6ykkA0LghBeoXpfiXx68XMsbP0QB3W8Oipvnr00UJXLrzcIhCinpIHBUEkk5ooOeAUnnHd+fGdA4fbFVScm/5u3RQ39LQW41CbeXoWDWfQ4QYBUkGqRvuBiaUYu4DmUsf9I4Wz3mRECOayziebV9OlErCuPVaARp3OACqspah25b3zn50NxaltL9TUwgaBOfKAzavL41b52lNgJC6y99cLQYjgB51CiYiiJB0AucrBCdCKTjnd3yx1CGfNLVAMtWbK7/7PyP5t2ygnmpXVu5h9/uOhsenRZQS7w2PBMn4dbUKpGkHfUoBuwQVELyp711XxXn/8nF6wSeePlIEvCGTVdi8TC7z9uSNko3IIjdr03RzQ70iMic7luYZ2w9K1MqopbvM6KW7JRJI/aAsQJTSrqqcN0P4QSFskE4iVygVUtqzvZPE6qCo/bB8j5mwem9IsDvPj4Xxioq5pfkHMHcaVMqfQJ4g7RBPiCONGuEmHkUi/zSP0aTx8k/rnNIxZT0WZH6fjm5UMIITgsfGALJlk0nGLrYun9uzxOsFiOBHvaqbVm/MSDRTG1UVD+dbUzY6yuS711VxlFgF6uGj361y8jtpsHnuqnIOyWxTPrcooJTSK+e/VPyt5DeiRHuIyQ7yZD7fFLZUS3JuUVuJaKoRjLSCj/RpVMxceO7Zov7jvQxHPG1w7Z8fs9YMtRQ81DeUUZRVmU0fPFb/fESIsFYEFDyOUkJGg4Q0b2YhtkN6VhNyCamlNG3D9j4STP/x7K3OWE8aBSGmi1z+TkL0U/I1gerFeatb9DKzcd8x8/JPgXsJcM8wL57joW9WCEllqtcbnStLwLhzrjYekGxTYpU0Z9UNxpuyCVbSbcMmn4+2LR1CPAd1qyIVHK7D7Z8vEf/xM1eWlXgrxfZf0i48nsYx0iqIyXowzu779ACqNwOClQtST6oWzHjE2UfKwCeePlIULFgPtyktChbRSXStMh7w26W7ZPoRil2samXJXBebh1uXNg+2LBXiB6VUib+OI737QVFwuw6ZJyowDVSQTjrCUeZoXvlhxW4zduVeKTkr8LwFyGYeaQByny/toCYbVUEuJgokJWYiZbxyMqOBv0NpvXTui83Nny6WUjqKK4SAa7d+b+jsckrjChpTWpXLadqUyy0l2XiIL13hbFRQur28kToVCxDDxGxtm8wy6pJGNzypEEjuwftalJB4IPtxoHxyD0HwyaFlE4PHUMGCjs2AGCX9/He31w05zzbsCGT9EHKithOiniJZKbg3+g5fGqLuoQQxU51rge+Rg00W4J7ZeihIRoOlehRiSCRk2w7M5/yUznVxoESfN7PEQUE+vSb7cHthHeCAAKMss+Gx7QQo116NW0nFjGCMEraN58USsUuuHZV8msHublbC8Q0TM6bDAWhIOfJHQtqChsazOcoWoaucWC2IJ5uRXnULmSdGr3KqCTb5ZJwnSQ0AywK5tCjR707bJAM15m4+JPcWhJhrpOM2KeunJlbvPiKRUABFGzKdkUBjodobeF12qZE4QcHH6QOfePpIFZABObR3demQxqMGWaSjVKcfoazFCtsP+mz7sqKKZAQ/6KHjf5puH8wXbyDxPJ/fWEuIIV3T7mB35kijyDH2r2qBLGG9dJTZlQDahIgSJAoj3b8kBiSFeCo4jz/d08A0fnWa/J8FTxc9G2RwsqC3LpdLOoTjiXSBRLGQQzi1oxiwkSAOiYD3B1xz5AHEWEknxI/zyP21/9ifDjGlIx1y7waRXRA5pgfhCyToHcKqfx8iyDOg8Y3MUXAw+Hu9oCMybT8m6ir+SUr6bLpQor0AMe0zfLH4fSHKPesUNO9M3SxELNzGjHuC1xWH/l7OIw0u6hdlxvyq3UfE7+vOAPW6PkQo3dmkuFm649fARKVNB2WTZJNOQFzTsLnb5L7i7yfX6oIlBHDdIHigZdmccu5V2Vdwvd/qUlnK6NzfKLTur9/UoEjEv4cV5axvz5BxqrUKZzPj7mpg7vhiiZwvJZ+8tq6plt8hntyfpHCQ7kDF4ZFRq2STwL2BrQgfKtYPEgy80jxSCvim+32zUuwB5JXyXDISqIbc9Oli2SDhe+b16eP0hj+5yEeaeJPI3mNhpemB9Y8F777miacfxQP1g0JCdT63qjOXV8wjJPRk+UHpQqe8jsLE80VNQZEKF+xON3csKiGToYivQp2b90jTkK+hCpN/SHf7oseaxUS+aQTTyUWUulVBZNF9b/oWJyzdBpmFdONXzh+eIEfqaEUpRX3TOewQIsirjrMEr01YLwkHbvC9PWsXEpsFWZoauI5CRxm0fvEEv6AXuA8hDqiAP9xRzyGB+AR5zm6wUH51a23P3/X0D6tDSthEWRF8TtQTKj+z4t/sUjnkZ3i7JYqMLFxIC0R4cPeqsjmh05eQc6a3JAeQUWlgCpJR/VezPr2Aygqp57xgien47hzx+HqBe0/L8nWKZQvJ2owGyB0ZsXazGCV8RmWGSyawzx0bBXt8qvodn2sfmjnrhW5D5ol3V/23eHsHTFwvvlzFLQ2KSCn/ioGznc9teaGN3OecV14vNK3Z59LrtZiSILsUVZj3tUn3NYzrfJ9sQJaxSOBbx7Ly/R31PGO7fGR8xMPXfOLpI00bbHjT1uBwMvfoyKWDObkByG4/qEL9oJBQ91Sd1Nzhs8ipmmIjUrB7LBg8fbPpP26daVU2l3mve9WQr7Ew1nlxijx/yAyNJrEST9RANgOU/SmDsiiHw4JHm8a9+NHs8umcbVLe1kWbhfTamgUkmghF2FZ4ij06zvk/nlXUYJRNnTNvq10oT7c0LBLTucTSUPOFSUL6yKOlFK2AnJEdyjmwwd/Hc2yDx1ir/2RJAuDrEAPeSSnNouyQB4lCt/ixZs6Ggg0YJd6vFgUUPsj2K50qiuLJecG7a28AUhK8zUNGURdpTIsEnWFuA8/u78FMUve9QRIARJRueWwWXl5uvKx4a9+cvCkk6WBIj2qmaekccW0OdfNge2JjmXhDtYVsTyJ8Rt9e1/k8/mqGOSgg/1w7bX4ioxYlVHHg2J/muTFrZBqXghiz1FAiybts8cZ0sQVgl2CQQUYCiRVYFfAhf31rHUlm8HFqIh6+Fv9gWh8+kgg8WwO7VjFf3FRLFisUFbqXL397VqIO2nihftDZ/ZpITBGhxEThqB+00avTzFWDZku5EDUyNUEJ1SadLORMmHmzSyWz+LHmMhoOUpiUGBGdWFSpQGLfIaoMpWZABFM0cB5GLgp45BZt/1VmJuOlhFjQPENGIA1Hblz1zhzxnMUCys80ZjR4eaoZPGOLkE5VJ+c+3FSumU06IWd9hi8JITyQPu4donTcoDSNQhXruZTGpyAhHxGMpVFAQgdeWyXRz0Byurw/VwiK7tNnbjoopJPfR9c/xBiwyNK4xKaKDYh2pEO8rxk8V0gneyxGM9K8opmlWtK/7KLU8SlD7Oi83hfclFGy3dq/jRBltwLlJp2A+wLS3qZcLtn0kKhALBV8EVWf0Ye9hy40lZ6ZIM+TBkOuPYSTe5GpQkw6s0knRI14rXgrEvYmgGavWMcstijL3zJSedAxlwDSzAZBQbOSkk7AxuzoiQT1l8ZAlGzewxSo1bcOW+wkP6QEuNce/W6lkE6a9GzymxHw44rdTlID5N0nnT4UvsfTR5qDedmoTXSQ0nFLOZfFitIkRCQ5ERtuP+iE1fskp3KWyw/KSEVGdTLGMSX9oJSWCD6HXPA821XII7mVkZpM4sGyIJEJ1/CCR3TIrK1m8tp9UtZ2q08s/JwTgsPxNvJ4FXgT8WxCovgYQqAjDW1AoijFvnx1RVFu3UANRJmEjNijJL3GWdpAKbz500Uhnk+6d1nMn/lxtaNE0kSFh5P4Ix5L6zdnyMSlvk0SJhFFwrXVC0ijCj49mqbo6Fds2H/MsRO8dk1Fc+tnARJMw9a8LfPlvJPQoGpXuwq5xV/bp1FR+Z1jVuwWT2CjEtklZYBILAjEbcOXCHGDkELm3ZYAJWSpWYbkb/CYALYGri8NQ9gyaNp7YOSKkEQFG9wm2FlsSwuvtZwXny/WDLrtlbSyieTQDmYbT19RVqLSuC9Q/JMKLBCor2edcYbc65EygxWo9NULBn6OBjI7NJ/GpM0vtDFFHxnr+bPP/7jWvHR1hZDPkd0J6eZeoRmNAQ9YP/CpXlerYLKrOAEf+0FRCwmzz0gRcjQMcj/pYIZwXmcfpyd84unjpIDyI0oRCt2rEzaYLxfSFLNbGocgEBCU5BJCSAhldg7GTKK8qB90wpp9clBSQzFLKT8oi83EexuKapjSXfY8ByKNWM/w4nmBz6Mo4p/kXOpzZ1Ek1B1C4BUdhCVhwj0NE43me8jV4EPwPRsDCClTe1A+SR3gees4S0rqGr1E4wUbCqYklckTvvzCFJ3bhy9JNAKUwQJMpYHY8Dd61ylk7m5eQpRCypBP/bBavJkoK9w/jN1EJY10HSHAJAwQKj5m5R7polYsDCrv+A1blcsdEsMDAYAwkVGrYA48oFmOMrl4Y5n5XTqQq4p/kGYyCBkJBe9dV9VToUM9dRNPNgV///tv8N//zD///Gf+p///5z/n83yP/f/A1/9N+Fj+/Vd8lVomJ76I6VP8nH6d14GGk7vBc6MByY664nfbtpZYQMe/gvORFBDir0kANEHxvGIhnoBNoBfxBNxf+Dk7DZ7rTEVSjFi009xQv3DIxCsNj3+nWxXxeWKV4P7gOUKuGa4R6Z6Ptkl4dkxgnC0d/hkhNk7BBgsFGD8/PmDUfR8+bPgeTx/pAsTDPPn9Kqc0yRst049QJFMa6ckPGg8IZ79l2GIp8Y2/u0HY72Mhxl4AqhfKImV0+1WOh0270VmE3c1FintHLBO1mLK7PZ0HZYh8QxpoVPlBCYTo4gPUkjGqT7eaBUMyS21AXKZv2G+Gz9sheZoQYtRM8jDxTNrg96OWEZauJExJ17iVe0XFtrvtH2tbRsrz/3gSs3/Fa6iNU3jnlKTpDGy8uHhHZS56kIwSdK7TdtygI3vx9sOOcklKgXuuOPc0tosEspdALJV4Avmef//znGl/qgHFFXJChQIV01af3YAo06CIqmxvnvo2LiZjNGMBJXZ80OxL5j/i7VXGK01nO+TRDewJbGpYNss88ZOQq6n3N5Jry3X8fP52ybZFOYbIMnr17qYlIj4vL7CpY6NM/NPovnVjmhufHoC1oseHC2SsL+8L399eL9GQBx+nJvzmIh8ZErzhy/SjcevEwA8gRBDQ1CCCLBTk8kFCUUCUNOlknKuq5DOXl8+dbvJB6eJ+d9pm06V6fpn24waZgpTQmQ7i7mCGSFHexVdHTqiQtn/+k4YPws4BGYZC0v79T9RRnd6Dgog6rOhRu6AomZT0w6FRyezOpCG3csfib89t9xEfIKaQmrPPPNOcfRb/Jvxf/nU+d6bzNdvywIjM888+K/h9wZ8Jft+ZZ5wh6p6XSozP8Kzg79a/zc8cPPaXeWfapogNabGCv0FkE41KeG75/Xgy6WTXcHk35vRr4mR+xoIr35ktv5MRnGyOwr0XoWC6zwUbua9uqS3vTwwPoPqw7tnWIbmy+GhJLdBGOBID+FvElMWCKev2meuHLpLfPfr2ehnKG8nzJgsWf/23t9cNUYh9nNo46hNPHxkZeMbovKVECVGB5KAc3N44tulHSQExL7YfVBUVFvnU8oPGC+ao4398sUP5RAHMzNUmSslrnvvpRMLCRQChrCm50p/Bt2krlnuOnJDGEkD8FeV8fgabgm6E8LRq4xY2ETYubmXTCx/3qu4QNTfZQ81q+cYM5/tK5b448Hz4ukUszznzzCTNSuctvu1bs8RiwlhPFOVwoLOfZj83+Pt4F2+uX8R5DFgrBk3fZIbO3uYE7hMphfqos9/522wyiHSi/JocoFLiP0aJbvPWTOfz215sm6RkCAj48Btrhf2+cOST+CcC5PHtYtmY+WCTsJN6SDFQ2wn3FJvocBUA9Tm3eG26/AzeSDzIGQWakAGwlGBr8HH64GgcfM33ePpId7j4/HPkDZcuTkqolDfx8OHPfLhNqbimH6WGH5R58XgA09Lsj1qopMiro51SHg1Mx//8n5AWeyQiXeNKdALkx1sJ8wLPN9M5Z5mRwZDvcOomOX0KOr3vaV7CnHvWGdLZ/e3S3Z55oNdUyyeLMV5LlBL31CIW3t51C8VNwiA7P6zYY56zguUZaUhwta2MqbJEeT+GO8gAAQAASURBVP+tayubH5fvkRIrIfZ2N/+T7cqYxgOmyeNcEUwVQBEnoQEQdo9HmRGcXmDjFC5mCNhKIVE/nL+UBFYB7mNUb6LLIoFpWjbuaVZCAuopO5NPigf2+avKy/+Z5qPKOnFcZHG654fzGsETzEEXvAbTT7mvoWSX2lmjeq3CAYmE+2jO5oMh6nu8wGYC8WTjQbJDuIoG91f/DoF8UJt8cj7VflEowox2OvZpMMT6wkhSQvOnr98vk906V8vvef+++tN6IZ0QWs59SoL7lGY8Kg78+/OvgY93BT+Hh/mLm2slKScU/+9j366Sj+9sWtwnnT4iwieePtItCNf+pHd1KbFhtGfhZ/oRnkCmHyXVuB8NOS5JPC/+u6U/i3LD5BQO/EvtKwXmxaeFH3TzgeNCJumgLe6a7KLNLXQnK1hY6ga9bN/cVidsUoCqFBCj4yf+DulaHnNnPSm9fjAz8dSicnkvMcNvqOX4t/B2kdFKoDrNBSygkBG6cpVQEph/VZW8kheKIkbX/RuTNpiPZm8TYs1zu7tZcRmDSHMU3r+kTISB7LA5oTHojUkbpfRH2ZOGqLuaFpemElTGBsWzS1MIPl/UbiVdeA3djXA31isiTSM6AAAbhk36sS9AiO2UAAXPn453xsh64dBvAcLFz196Qcr74agcACLGoqUruOezY3XhWnN/kIGJLWNy/8B8ekD6Ac1lsWRx2tOQZN599ouEnKm6SLA+fyMSIKt2huenc7fLhpBGxVgTARhviXeSe533lnDXxSafxCm5M2QB9zcRYOHivNhssOHhveLhb1dIzBoqKiNCaT4qbpWiiZ/6ZG5gIAFfi8cXymaLxi/I5M8uYqlkMxZlnvcAj7eXiGCjfutngRG7WHnublo8vl/g47SDTzx9pGuwmJG7SGMHEzzwktEQc/nbM6VxhbnJKRVVFG1evO0HpaP1zckb5VA/KNE6qfVYNEaJrvVYYlpQOSF+NBaRp+cOQHeDsjJlQLvMSnnWDXITWfzBJRckvH1A5CB187cE1DWUTvWOVsyXWcgm6ibKMosk8T0ohJS3AdmQdKQTk/TqT4EYnuR28qKcs+jTtU5eLOcCpYsQdeZd15JsxHwyIQnFUh+LW7UDnarlC+nIxvsLeC7vTt8sDSWA+/SNzpVMlWcnhvz8g9+sMJsPHhcC6y614pHUhqSklNIjYfuh32Q8KEA9jgSeiz03no2Cbu4gd25STZPat33qxh0bRBOfgt9JsgDJBev3BaKsUGZ5bRORxe9GEUVhhEC7VXGALccOxSdFgWoJ3shwM81prOM+xRMdiXgCrgnZu0XCRC21f2e2KOQ2iXSDx/Jdn7qyCUIBXbjtV7EL3NqwqFiI2OD1+2aFqLpsENxxW6QUsEESMnnkD4tg8rnfze7DJ6TRKRp4nfPekOfS803eLPx7gSQv8HptXymPbAbiwZ9//2Nu+Sww+hWhgAiylL6HfZx68ImnjwwBFIU7mhY3HarmE2UNBWnYvO3mhxW7zf0tSpprU2D6USTwu6Xpofhl5rn2oX5QOvE5nvlhdar5QZcGS+JeZfZwYAGGbGEbiEY8IR3PhCkVs1CxyDHyjukjdV6cLMoNRJxSIs8dFRiCq14/G5TdtbGCCCTSCzSiiJLiM1eUc9ILaJCCXNCskSeF5l/j76QhhFGdEE+UN/ywqNWUat+euslppALVCiUe3ejOByWPk0WX+d38XtCzdkEhuiikkM+7RywL+RkWePyQ3KvYCLTsn5oZnhAdyAyZme4Z6G6wmVIvK0DlZEQrTW0ac2VPNcL6Qff1ix3LC8mPBBRxRYMSl8n/A+X6zc7oVIhujzoFzfV1C0uupoJ7g6Nf61Jm2vr9ptfHCyP+LWK17KlCJCJANNm0lc0bmErUunwuyRkltQA1MxxBVUCmNj7f2hS3JmopyPJkw8a171azQFjlV5Tz+kVM6/K5zZOjV5lJa/cLYWaSG1O8Nuw77mzumPjjlMV//UNIZyz2bTY1vF7lyBL4l/tMP8dm0X58VHIgnVQb+rWOz0/Ke8YT362WbGQeP9Obot0HPnwAn3j6yFDgzRP14bqah8QXiEpCeQ7i8/SVZT3VqpSG2w/KIgcJXevyg9J80iGF/KB04QKm4sQKGjGe+mGNEAQW90gKohJBL5BvyiKY+9ILxH/YqWp+If1dh8yXaCcWXgX/71aroKlbNJu5f+RyIaVMtCFSBjCSEnIKgVG1xy5TamwTnsyUVE74XZ2q5ZdSIFFQlHUhPjSA2O2V5JR6qdaUgvHAKbEm2uqjWdsCIeZnniE+UEZ/Krj2KFtMzlLgT+XnIYPD528XZYv56AeUeEZoOklqk97I4HhOcnGjwe3vlLJ6ULWGmECabqpfWFQzLBWyAVy5R5RDXpORrC+QE8WS7YdNo1emyT2lJP6GuoVNjzqF5HUTCZTWbTD9SWLBtv4i8V5e9zE+ZtvLzN8jvglAokct3mV61Y1+flD1P7+ppun6QcJ4TSwdv/7+l5TceR/CzvFSxwohPl0IGmVuVSkhk/myJKi+SrwV3J/hvMK5USptMhkklxx8LZ7NLlaX/uMCtgVeh/EO7mAEKd5XXqZ4pDNS1qiPkwufePrIkEBpw4PImx8LPIsf87EpF/VL5vSjeP2gNzUoIgc5g98u+VkioSg9MZlpuOUHhYQytjApTQFahqyUP7EaFw6oRiywNGd9v2y3uatZqPcKT5l2odpgnCUh54wAhChpFzfnlLzVTZZXD9IJIbu8Qh7TrVYBIcZKsmlUYHOAZ/P1SRtConkodRf1KOttPRD43am1iEEqaY6hFAtRoKnFRpWC3sQegmmruTrRCJVuYLcqiabwoG5BKvHzKfo0LmZqFc4qKhc5h4S147FVJSulx2UynhNfMCVQ/LLxEk/ABoGGpL5NiodYBPDJor73Hb5EiBPjaLlvOK9emyzsKQr1EfP76JLHhhFLWgW2AfJeQY6Lz5NmJDYN/L2aRbLJAVBT2ajRzPOJi6gCkg+omCjYnH04e6sookQ4lQ8eXhuQOkUvk6/pfcNr4+WOFeReZkOBZ3TimokSoUTjkXosvSoBkdC9VkH5HVoOz3fpBaKIp+RmjE0g71NYH2LZmNhACddmOqaLxRoV5cMH8OOUfGR4HDr+p3l1wnpZyLmbUWfuaEITSaGTEn8USz5oPH5Q1BxGihKMPv+RhAaiWICfEeWxaPYLzaR7G8pjo0nio9lbQ1QoxabnWwtpAiyiNA14NczYWP5EC8+QaNRgGkHcc+NnPtg47HxtSpCQBdRQSqupCQn8XrDD9B+7NuQaLX28eaJOZ/x3XlN9JtzTIGxWIaX4hi9Pc4YUQFh+uKOefLx4+y+St+pW6BglC/lJiefW6NWp0pBHowrkLhL2Hzthajyf0DSkqi3eZppxwoGu8Hu/WuY8D1RcRtWqNYEyLpOs3OMzn72yrCjQ4ZpyvEBKAdmxpChwvXhdoLSSvBBN+cV7TFmdsrY9Lz4SIH46CQwFM0umcyV27f2ZW+S8xgO4OONFA97KTPIvZJLzxrQrQLlaUwLYnLFBSq0NGJaXZq9Pl0SFwd2rmpZlY+9Ch0hf8fYsUXFRfN/sUilDjfP0kTrwczx9nJYg6oYGkKVpMP0oVrBQUZYlmmn2poMh+aB0DF9VOZ9pXCp7RIL8/ozN5oWx6yRrcnD3anH9fRbdqs9NkgUGzydxOPY4S7tZw00IUXA7DJoTQsoAiw3jDvFL8jzIMbQVZkjPsLnbzIAJG2SCCyINXeybDhyXx8EiPrBrZVGP3Oj+4XwpW6IiRWv6SMlFuMErU0NKsf1alRL1DoWJruXqz08yx1yh/E1L5TAfuqY9ucG8+metqUpMy6GBKlJuJt34jI2tWjDpthE2PGwaiIqa+3DTsAQPf+P707dIQLsNuv3nPdI0pr+FDYEGqwET1sv9ra+7Rdt/MZ/O2Z5o/nuk4PZIr6NaL0wWYkbWKX8vVuLpxt4jJ+S1CBH1mk6UHGBLcY/bHNq7utzrdsg82HPkD9P8tRmiSjOVi83BkJlbzZuTN5gT/wv4nO9oXMzc0rBoop9NLm7+dJFYggjqH3ZDjZiJI9WXq9+bY1bvPirvAXi+453K5OPUhJ/j6eO0RIV8l5pvbq0jiwmkiBIg/kIIAsb/kzEGE+UHcsnh9oP+tHqfHNH8oOpPi6fMrqBZRHMiteFCx1nS1U2TjQLSCcliahEWAfcCqkAFwlowaS0RRL+aj+dslc5/QInz0e9WSvORdrQ/1768dPVSdmTkJ2XK7h8uMI+1LS1B3PbzJTMSFM6edtdK/6Zdiu0XDA5/9spy8nWbdEKsuLdmbDwgU2psIunGtTXym3embpKIKTB13f6Q8H/UTYLMtbkJko4KxsEUnzuaFBNbSbyKEoo2gMx4kU6u87C52yUlwit0n3iiw7//JYolX5d//wj8e8Tj80f/+J+zqdLXXTiw4YkX3LuQTsrC2BognrEA1XnP4RNOXqUdMaQe05QEKikKIq+dh75ZIefots+WmKeuKBNiQ0Dvefy71UI6yY3l9YhXGHtG2/K55TXEBgylePTy3RLplFL+9VkbDwrp5O+RJBHrvcVj5jlBOtk88jx90ukjKfCJp49TCihUHavmMy3K5nSmH9EgwZt4ak8/Si0/6PKdweD4GBuLWCAo9aO2TQl64hQoiVdUyiONLh3fneN8nr+LMkeHthIRFibGZbrzC5mjTnTLzQ2KmoXbFpnP5+2QxhoCxXkO1FAuPv9s8X51tdIG8KqNvLW2+B7ZHOARYxFDAYMcQRJ2/RogA2nZqOD2NlLyRLVFOXerkfe3KCH3ENYHId2zt0W0BLDxuL5uIfPqhECpGbLunjqlcUqfXl9DiBVNMlwHfKAcEBMIKIkJsZAEVFTUQLnGVfIJ0VKiSCMMYeY89kigk50jucCLifcSv2VSwf38yZxAviUpBLbPEcV2ze6jIWRSMyz51+7SjwY2VJx/NhOQ51hyL8N11JPrWjBrJnP49yPyWnnom5XSeNT/qgpiS+E1xb1AxYBmJDuRA2sD9wIWFV6TeKrxr7OJ6deqdLJmnxPL9MyPqx0faTwjLd+fsUUeE48VpdlukPLhIx6kSan9nXfeMa+88orZu3evqVixonn77bdNjRo1ov6cX2r3kVzwpv30D6uFeGoJMbWmH6W0H5SyHaUwskJZl1Y+1TIiaUbFYmGAbNud5vwOyorg61trm2qFspqBUzY6ZMgNOmRZ5FBoUDZKPDZO1CwaVPQ8AnyYE1bvdTrRFR0q55XpLOFGA/KWAymmK5rfy7SewddVFVtA89dnSMPOiqdapNn16Tx4ruRE1iqSVabZ5A0S5Ns/XxLig4WcT7u/kTwu/K+MgIRgU8qm0zscIH0Vn57g/H/ds61CVMiqz04UkjP2zvpOZzhEioX+iwU7nMYUmri6B5XqY39aiuPvAcVRFclwSnVawp5SpFBrR6w2Cl4bEEc2KUqCed2iEqovMhaQCxroAM9k8rq6wvmXDRiNSu93ryqZwTYgtvM2H5LXD4dm2CYHBPJrRYApP/c2Dz+hCNWZiVHqL6bBCJUSj3hSXh9DZ2+VZiosGNPubxwziYU09/54gbxesQWgiPvwkW49niNGjDA9evQw7733nqlZs6Z54403zMiRI8369etNjhyRvXc+8fSREuAWt6cfaUbhU+1Sb/pRSvpBFcw/9vKDsjgTz0OH/8HjAZXmgnPOktBzStmEQtMAwu9FMaJxQbuybTBnm9JswxI5HAUGAlTnxSminq15ppXpM3yx5A96gQik/h0qSGk41pJf3y+WCHFiQWUU6eAZWySY/Pu+gSac1AYqa4WnJgi5IyWBqBzIG2H4nFM9n/acbjryi2W/yDR/fbrZfOA3sQxEy0kltoYcT1VNsU0c/uMvKcE/MTqgQGEJIbKHzx/5428paasfNzXA5oLxiKhu7k0Im4FtB3+Tc+EGGwM8h25FkI1J38bFnO7ycJmbL19dQTY1bJTCjW/kc3gxNTM0EtgcaaRQHidiCIKZST6GZEUiaeTXYk1gw/Ra50oR/5ZOBIsFeCAh4FhLuE+8gJ+4aoEsCd30+TJ7WjdQsB8etcL5PdgNqBSEa9LzAvdao1emimUhHp8t98EVA2fJzzFwAYU2PWzafaQvpCviCdmsXr26GThwoPz/33//Nfnz5zd33HGH6devX8Sf9Ymnj5QECx0qEjEimPfhVmkx/SgpoNxHBBJlbRu2H/SCc8hT3CqlPW0SIuQdNaJL9QIhasbktfvMDZ8sCvv3yN8cf3eDRJ9HPUMRYlGf3a+JnEOaC1Sx8SIU8Tb23DxsUYhCSxPUm10SZqWnJugu7/juXJkaxMhRyv/E4ngRBJ479w2gs/r8s88y41cHbAgPtippfv/zH4c0olTZKqSXjzIlwD1M4DrqMo8RJZkg8gvPPcu83bWykF2dK47yx/fSrMLGBJ8x/mEai8KVpNlwEMBfMX9mx2M8buUeJ98TNCudU5qhbCsIy4r4G4cvFhXZDXzGblIfDTwOyDlkUmOqXu1UUSZTJddqQSkb9XrxY80jNvKgtpZ78if5ePmTLYQwM4HIC3Czifc0lDgrfo6/0ztK+D3gWrqjnUi04DXO9SQNgY+5nnc3KyFRSGxYouHRb1eKFYbzSHpCLAM3eNxXvTNb1GssH1/eXOukJIX4SP9IN81Ff/31l1m8eLF5+OGHnc+deeaZplmzZmbu3LmJvv/PP/+Uw34iPnykFChvUtrCA/rCmED4NUHoTNy5v2VJIWupOf0oHqB64AUlt3DO5kPiO8TIb/tBbbDoswC1KpcrZBFCPaJM9/n8xHmGxOyAR75d6UzRcYPOW4BnTVVKJtx44cOZW02nqvniUkPwszFL/oGvl5uxKwMkDiL9ytUVU7yT1/a5SZPMH/+TjQhAvcNH6EU6gZs4TnPFIOnIzFhBUD0bA86vqvAooWwsMmc6V/5lbrv8m+kcmQjDvYkdgXuWc81jRhUnIuiWhkUkEuel4OMgDoqNBrICP0ejEhODGK3Y86MF4ov0Gj+pynX32oXknkK143VDbiME1bZaYAUhN5fHhkJPJqndvONOQ7ChpJPoM/eUnXzWx6jO70zdLBUKpk8pKL+jAkKgkwsUR8ge5HvO5oMRMynJElWVVa7VBeeYBY82DYmi4lz//r9/5FpdeF7g8WHF4PPYNdyvH4hlgjJ6XB4HVgLbTkBFoHzeS+R72SiPWLhTLC6U4Zk+RPNR5QLhmw+53tg2wFPtysT0Pkdawb0jlgnpxKtLxcUnnT5SAqlKPA8ePGj++ecfkzNnzpDP8/916xIb1/v372+efvrp1HxIPnwEph91q2K6bTponvphtShEj34bnH50RVnxQKYH8MbP1CHwce8aEheloc1usJBApJhGAhGYvmG/PB8WL68YThYRSCpkIRLoCJbH8t9/5sZPFklDhHt0ooKQewhZvPFV+FZpVij8cMIs7OuGzJdrFMknihqjPkc9Ejqtg4qj5YPU7+HnvID3LTnAxnCpmzhmSiCQkC1Vx3rVLSSjMwn37/HRAiGihLRHA9e2T6NipnedwkIkBs/YLDmh3Bf2vaFNWuqVVI+iDUrQlNRtEg1BIu8VUgqBZIoOKqoXUMNj9ZN6eT7Jf4zktcYGAcECPa2pUCkNmpWIKvts3g7xWUcinij0AAKpwK7wcOtSkqQBuB6cQze5e2PSRiGd+Mw/ub6Gefy7VTKYAMJJM903feqIwowSzaCGlT8flUaxjfuPSfaoph24QbWgw7tzxP/7QMuSicZW8lrhfY73AaKn1AoRDW9N2Sjd73hz6WCPlN7gw0eG7WpHGb333ntDFE/K8j58pAbqFLtMGjqGBacf0WF99XtzZYY3ncon+40W9UNJEiqVfkxJkM53sjPnbTkkapOSAKbxuIHSQmn+AWtKEaXiWKAjHxl9CVgY8TPe2bSY2X/0Tym72yVTYnTWP9cqZmWE8rWWpG2wIJOdSXmPTmM3weSIFmwfDZSjf4ugyik4d5SoUR4hkJAzPKGDpm4yb01JyL9kk0ApMlxmJqkGCkrFEE9nTvvF8Vk9UL+ZHoR6//T3qyWiKxJQj8vloWR+qSiZeAPPOuMMs/2X30OIJ/dYtecnxWQNYPORO3N4byWNfTRgQbQI2r9+6MIQ4sQse76HcrGXAjdu5V65t/h5UipSE63L5Rbiicca/6MOUXBjmxJPl7eSjQQlcDJL6YiHMNuh/at3HzEfzAyo63iES+a6WCZ7cQ+9MXmjNAUySQwyTn6rneFKdibTniChkNQAGT0ecv+jbDNOlCagcXfVdwL8AZUd1GFK84+0iW0eO+cBogyeu6pcRDXVh490RTwvu+wyc9ZZZ5l9+wIqiYL/58qVeFLCeeedJ4cPH2kFFpjedQubdhXzmFd/Wi/ZjZTx6Na+o2lxIRypVfKNBBYhwtttQoAq0rtuIYnI0e722xoWFdLBdCIv0Eh0X4uSieJsaPxoVS5y8DakFlKuoNzJoqwRLIUuO9sM7V1DooXssmrJx8ablzqWF3J25PdQn2OAZCbkQEYbJUhXudeEJQXXBkVRSWHgCCqOwc/x7yUhpetzxbrA4t36zQR/Hl9DCaa5qWzQxweeubJcoq51yOW9LUrKFKrGr06Tz+GXbPH6DFHNw6m+3E+asQkZORQk7ZRSowGiwWZEZ4+TmYraFY2AMy2r8GUXyXQiiAlKqXpVveBFOlEEIR/aDU45nMccqWSr9g5K/LaqyT1EnBhEj8izRdt+NW9eW0mUQxufzA3YHrrVLBDWw/j3v/GNogwHmsZQgH/9/X9C0tiURiq1u0ffstF6vXMlc+Onixz7SpvyueRew9rR75uVcp3I6GxeJkCiOXe8x9Qtfpm568ulYrnAa4odiCYtJb9sMrA1cNgbNoeMijoaIKNMkrIrEZBWbEWaQsG1i4YN+45JiR3QnBivb9uHj5NKPM8991xTtWpVM3nyZNO+fXunuYj/9+3bNzX/tA8fcYFF9MWOFUSFYvoRCzv+qa8W7jSPtysjGYqpDRaocOMsP+xZTR6DZhgyJpRxmIx8tD1jqHgXnHu2zKuG3OEPnWPldarKh8JiE08tXfMzm/cflxGR7o5qxm6+OWljCHHkXy8vH7mFsYKnZHOnBiWym7OCQeoKyOOLHcqbrBeeF0Iq4xm56AbXV1HksgtlCpFXfmikqCS+f9ZDjU29l6Y6CjGqL/mnxN64sw4Z46rEkzipcnkyhyWedHXbJBNyEc4mEAmo1apY29B55+Fwe+OiQpSzxUCKvTBjQ6C0X794QF3XS0wsFEMFCERH+SWrtO1bs8zb11aWqCiArYTXAKqqO/cUoIICRuVijYmFUEUCJK9FmVyy8eQ1GJ54Ji61K5qWzhEyDIDJXaibZL1y7djsPHlFmUQ/x9AIKi+kG7DpRWnESw2RDde1zn3Pz3HYZBQya5N0rBi8jmk6vKVB0ajngY0iU414jyBe7NG2sSmkPnykq1I7pfOePXuaatWqSXYncUq//fab6d27d2r/aR8+4galyFG31REVEWKCgZ9OVKKGmH7kVjpSApC3LxfskOYWr3GW73arYpqWzinkEBUS7yZeNP068TZXVckrpT2IEL/v19/+Z8at2iPlv78tVqelZRp5ajw/ySEekDzt1g2HLxZE9oN6AdUnf5ZM4nUM+B5D1Ug+f9G5Z5sfVuw2d325zNQolFXCs9Xj+vqkDaKKQXJFIbu2cqI56vFCc0RR/xSj+tRxkg0g7TboUI+UegC5pBNfJ0NhR8Abx2Qj1Ksb6xVxVHObiEJQlLRTBqWxBZI5ee3+ZGdxusehKiBMKI6o15RnSz0+PuTr2Dhurl/E9KhTSK5PUgFpxvOL0EmOrBeurJTXlM2TWSK68Fl3/WCeqPOo+JSNAQqhl8+XLN7luw4LEbz2/XlicQjXIBcrWpUPEE/KzKjWdlB9NMUToOryc81emyH/p1oAER0wMdDw9VjbMolUXQW+TIgmMUnYZRZt/9W0eXOmeb5DefHBxgL3JowGL4YRgEfalo46ZQhFlngz7ATig+9aJaZueR8+0h3x7Ny5szlw4IB54oknJEC+UqVKZvz48Ykajnz4SC9gwblapx9N3iiKBdmVKDg3NQhMP7I9VEkFXjDikFAulYAQ60NpkSBrnZrDAtJh0GxP1QpAxMgpHblol0xJiRWR1C43iHAiFiahYebcQPnaKnF/s3iXjJq0gQL4fPvyUcki5wLYiiPXASJSJvcl5r6Ry6U55op3Zpn3u1eTSJikAFKJsqQdvoBZ1TaxdDfhoEJhx4iEmxsUEeKJ4vRBj2rOLHG63TkvjN5ERWN8aauyuZwYJlW26dzmiBWcb7vsnSforZR/KYNfeJ6cP0g2qvfbUzZKrBFEjXGl4TDv4aYpMtlr5sYDzhjbSNeee+q72+sK2SJnlmYmSDsKLwgXVI639IubapnO78+Ve+zaD+aZETfXFt9zUlG36GVCvHldYHVxNxmiKO45esLp/Pd+PheLHYb3DKB5uVheyNWNhvaVA2Nz7xqxVO6NO79YaqavP2CevrJsROXdCyjqWCqwEUDgo+Hl8esktYBN0Ps9qiZZ6fbhI11MLkoq/BxPH+kBm/Yfk45hjZIhWgiTPmQsXEcuLytIYOKu6r+klOeO41Hwpo/vMTmvSh7SJeefExL+TVkVbxm/G6IbCU9cXkY6tPcd+1PCsil3rn+2tacC5Ean9+YkGsdIx/ZnN9YM26EO8LhB3GjqwovmBp7Amz9dLCSDCJ0B11Q0bWJYTN1lRHIlIWIKnhsToWy1SB+LWgB4/OPvrh81JopOfEgrJIMSNXPQI/lTowFyTTc4RFJihoJNPJBLd+dyLJiybp+5fmj4LNdw5z4puOOLpeIrZtQnmwfQ6+MFct+/cnUF08nlG+T1wsbp8dGrQny/W/u3iXjed/36u+ny/jzp4mfTgvKZnKbAe0Ysk40G0WRUONzvA6iZEMCVESZrcZ9VfCZhUhVg4lWhOMbAYrt5a/JGibDiHkSpJts21rG5VEY4L9zDP96RMBErHEYv+1kqDoCqAp53Hz4yZI6nDx8ZHShkqGFPtitrRi7eKQHOe46ckIWVg45xiGhCA01w6swfoSb/WBGp6UNL16hc0iDjynrUUjaqDaP+aHRBvbmxXmHzmLWI9mlU1DQZMD3s3/h07jb5ebrJAQt5LKQToDoVeSQhFglQcmUs5fCbaopSFW46SqQZ7aVyXWK+71tXzjkbgD7Dl4gH8b7mJWN6bCiqNwxdKNYJsiPp6sduQC6iTTrxUFJqBTROEW7P41+687CplO9Sc+D4nyGzwHdbH2sIvvhqLXIbC9jEMEmGa4tql5IlTvzAWAuGBcvXkcrzKQEsErOCiid+XYVuprwIG59jjCYESZV+gHKIghiO5GFdQPmEZHGNtexuJwjEg9blcgnxxMrCRCr77247mODvjESGqQjc06yE2EQU2S46N27PKc1r9YpnFzKMUn31u3PMPc1LyOYgUlMXJXON1sKzHo10btx3zDwYTLzgd/uk00dqwyeePk55sBAScxKS62g1yCT+fGBcoeRiRonboTEiqeANvnL+S4UwotiMWblbvG5u4D/k++IJZqecDOmklEk4fiwgRooFF4+XRqkAHhsqTixznSGBdLS7m4sgfHS/f35jrUQNE6hdOu+dJp9wgGx/3Ku6zO3+YOZWKU2v3XPMvNGlkii8kdSfWz9bLNeYJoshPauLnxZUL5w1pJQ6ePpmh/zjs9OPSRjwyi5NKdD4wbjElAQ+S533rhYM1NvbmxST0itjEIkQUzzz4xqxbKBSMvY0qWMRV+0+It3heI9jVegUEHgbPCYm/rx0dYWw15j7CbLJ5ob7iLI7UUXh/JSRAFFmY8LjIB4Lz7eC6ClQKAaf94b9CZO4AD7lWKOMbODFHXtXfemSH7Nij1gRyH7FDxrO08r1JguUZiZVmyMBawMqc/VCWSQH1IeP1IZPPH1kGJwIKV0HieMfbuIYLGm7vp7MyEdREW1VEWWMRhD3onVLgyLyfSz6eNZYyLXJA2UUz9q1wXGWzGanHElsjAbFa/e4zmT+/KaaIZ2rsYAFiq51VJEBnSo6ih7nj9zA94Izw200KZVDFrPn2gcUP1Qfe0oNmZp8D01MdNdHipjCp8YEHWZD2yAuRsjnTbVClE0m8Bw78bdYBKLNnkYJerRtGWlKeeibFRKQ337gbPN+j2pCst0gleDR71YKYeRvPtmujJAKmkgABBTvI6qlZmoqKHXaiJd0EioOcaBkzjVgA8TfhTi7I4u+W/ZzihHPnb/8Lk0llK713iMiiogexluqQux+DDRFsZHiIIKJMZhc63gJKMQIQF7jVW5R28FtjYpK5/pzY9aINQUixUABrnt48llbPJ+8drp+MF+U0Ej2Di9wnYjC4jXE3w0hnsHGIqZtRbM08PM22AAw5xwPaLzgPWfgtZVNoxLZJXGDEajEgJHy0NplN2GDOGBCoJnp3uYlZMJSNGgzHTFp6WVym49TGz7x9JGmwLt09MTf4Ymj5YUMnUTzP2nMSA7wT9qd1Qmd1q68R9fIQj4X7g2Z8Panvl8tGXosuBz8Hbtk7h5niV+RTtdvl/wsSixATSPEmsaiwtkvlBF8rPc0Z8QDxu099l1Abby9UVFn4WT05pOjVzuB8ChflJDdoLGkQ5V8ctBtrGMsITA0xHBwnigNX1U5nxAUNzEh0/DG+oUTjZEkRgebQkD5rGmKB/NAtbGIMnOs8UiQ26LZLzK3DFskKhfqHYoSM+chlqi0qEM2+Du9XLOyuU7ayGJDR5RyPiNtWljYub4V811qKhW4VBqhrhw4S9IJuHfs4G0IH6VPRltyjfTcAkrhEMPkdOyT8Tlo6mYhsZrtSUoABLJ+8dAsTR1rqXioVSlzRaU85v3pm80XC3dKIxt+UEZm8rh4zLHaLWYENyx2mT0WUPKl058/o7YD7t/bhwc6ra8aNEe6xrtUz+9JhiGEWnYnmL7bkHmyyYklI9Vdboc4jl+1xzzUqqTztzQ8PlxjEWBD+ti3q5yGMzyoep2f+n6NNLIlRUnmZ/DF0vCEB5mN6m3Dl8i5ILZLmx0p76M2l8h5kZxDHz7SI3zi6SNupMa4wlgBAUwICnf7G13E0fX55GQ+hkPdYpeZr2+rY656Z7ZTLlbSyaLfr00pUSxRG1E3iUKihKvAL9a1RgHpotcuUlRSUCLHxXF1snJdyEVk4YEAMYKRWeDP/BBQjQAqEgsVi2vn9+dJ53U4aDY3iz2Zi98u3SVNN5TwiTbiYBGGgFKmt5WgbjUKSpSTnfGJSsp1gMzxt1mEUbC2Hojs79Qg7N1HAn5KJU18nCl4fvg7XlOb3LjsonNDJi3RSIX/DnWW+CxtbGFzxOFGtYJZnOk/HHSUu4kEE4WeG7PWvD8TlSt/IsIGWR3Uraop1G9MyOcrPzvR/NC3XtzKJ3O4aWQau3KP46OEaEIYw41HpHxtg8xGiN7TV5aTUjyz4IkDohQPwUFNxlPbrkKesFN9APPJlwTv7wbB/E43wtEujVCiCU5zOTnHY+6sZ+77armZvG6/3N8Lt/4i03S8kiVo4KHM3uX9uWJboeFr+I014+rQRuVlkwTRxLerCQo7IkQpKRhCwaYDfzQ+T1R0JZ40nlFNiDa4IRJ4jXx9ax0hmKjaXy7cKa/ht66tLJtaHfiAJz3SdbKR4L1N8sPy4SMu+MTzNIY9rjCEOP7+l+fnU3JcIYQqEXF0Jsy4sh6t7+Pnkuo9S2lAgCjV4qnyIilMphmxYKf5bunPUvrW0ibkmYBxcjeJcHETk2U7Awt3xfzxEZBvlvwss9RpEnn56gpStnx94gbxqfI3e9cpZO5uXsIhs+QDRiKekFZAswsNCmXylDH9WpcWlVcbMFicWQQ5IGWU4i8vn0fU5C7VC0hYOtYByDhkketYJPuFZsuBQCPIpzfUdAg75JHfaRNLJZuU45MCmr/6NC7qRA+xOPf4aL4T8j1y8S6Z1OK+n7nF6ChHyYREDJgYaBQh1iZcuVdB4PmbkzfKc+R6EI3lhYr5MpvllsUCtBs4S2Zu39+iZFRP7dIdv5p3pm6SqC8FpA3CaZeIvcC0IHuoQLm8mUNnj7cpLY0mxH19PGebKIj3jFhuXp+4UcrgjBH1Gos6d/MhyY1lQ+IuSUd6x6CZ7ZsluzznsrORJKJq8IwtEhhPxi6B7IO6VXFUczc5Q+nk/oI4dhsyX/4fS9lZzsd5Z4taywZw3Mo9QjwpR6OihwuPB2Sv6rSlF64qL4o5FoA7mxRzRquyOWpYIkfUTM1IYAOHQs3m4t4Ry+X1c9Wg2Y4VhClTbIjjxRlhtwQ+fKQsfOKZwcGCCUm0/Y0OcUzkewxtrInWQR0NEJxApmMU4ugqafM9GTmYmIy/j2ZtFRVRCQsLrczOrpJP/GjMfIfwqZcQQHyurZFfVLBIXbfqHa2UP3ZvJ2SNmd2ARZMRmtplTTmcSTHu7lbiiFQl3HIgcVOThtnnsTrRIbD8fg7bDwoZRcnlePr7NeIHrVkk0LiD546oHhRFXbwBZL39O7Od/wfmzS8O+xwhzIG54IGsytAcywvEk2mH3L/euaJMwlm247D5atHOwPSfXUdCGsa4Vm5AaFjU7ciidfuOSfn1ywU7zbPtIxNPHme3mgVFkcLbF454YqNwE0+AaoV6CfnrWCVvyEYLVRuPH2qy5o3y5csr5BFFku7/WGArnpRvvV6PlP3prL6xQRHpiMcOgFUD1ZFzTSmZzYVNomYmscw+KphlC9nHG+oGmzMIL/cyyQZYW64YONv071BebBduYMP4PFh253WgymesVgbSI4R4rtor54DXF4QaJTSnR9MSNiCmfaEeUr2oVzyB+N3aqKj5ZO52ec9FbSfjFf9lclGn6GUyl73fqBXmp9UJY6lvql8krt+TbvMUfZyy8IlnOgCLCYuhksNEpeowxJGv05SRHLBoOYpiSKn6bG8vZDA8PDCu8Mx0oz6mhTcVfyOLr53NqJmNEC1IFbl7Iy2yaaNkrovNFRXzRiSdNKCs2BkgI7F2BHP/EIeiflFUNgDxp8GlU9XE5V5gK0DqX7MXUm22CRfKrX5QvKtLth82707fJEqi7Qf1Gk8ZCTxnyKQQy8wQzEyB/196gbnkgvBqN0TNPVkJhS4SsAfgXeRvolS9O22zKIZe+aA0hEE88U/iJY2mWBEBxOYEIg6htuds2w1risYlszsjQlFYIXhsHkYs3CFjFyGUOw79bu4buczJSaUZiOcAISuSPXFjVTjwPmL7e3WDEA50kzM0gefEOX5/xmbx6hLZg+J6Q70ipnvtgkK4mdZkj8mMBdzzWmZnYlKk9xSsA2PurG/uHrFU7rW7RywTIk7TmNtKgz3gy5trCvlkrvl1HwbIZ6QpVIompXKK7xqCi9oL8dRr4/Va4t7he7FyPOrqXscS8MyVZZ2cTEj71VXyRW1SigUQafI97QlUNw9bbF7uWME0C86Ej7XWfpq8lftIB/CJZxoCVQkVBI+bu7HGHmuYXBBjgm8NYoG3iTfDbBee53wOs3224OeyZDonZi/Q6Yhw4yxpxIBwYuLHe9Zr6EKnm1cD2zH+t62QR9Q2fp4ObFQqOt8hC14etS0HjwuBJCSd3x0LUMjc03booKUsHq28SClaI6EgsLro7zt6QtYjzXZELXRK4K4cSzylSQXkSe99vKThJtW4Qelz/d5AvubjMXg7aeohkoqSLv7L/FkvkC5+JT6jl/4sH0PkvMAGg5+hM3/Myj2iakUC2aftK3PtdwlRG9y9WqLvsbvo2ciRegChu75uIXPi73/Nm5M2Cslkjjk2CaCkkwlXRAh5lZqjYfGOX0IGFOh89GjgfqVJjgY4hhDwXsZmiy59Pm5aKofkTXJNvVTLcODepVzM+1aHMOffBp3qn15fU+wMTGTC6sL9+e51VRL5L+ki17I7flWmNn12Q82oNgauB+VqAu9pMtLxoV7+ToLlIeDgiXZlPVVVbC28B+j0sWfHrBH7QEqAzbBtM6CJ7sZPF4llg1nrqeFt9+EjOfCJZxoCPxkLUWoD4sLhVrHCAa7BYnH2mWfKv2edZX185hmy8w/8e6b8K9/r+vhs52O+90xzTvBn9WsJvyf4vfI3Qr/u9b0Jvyf0MTl/M/j5SI/T+Zkzz4hZoQ03zpJOUQ6ID8b+3kN3mH1HEwgEJUaahZqWzuGUL5mAAglFIWKRJdOPMYrMTyZP0X5MqqbSYBLLhgBPJJmdCrq6mcXtHvcXDii1SjzJTMyS6Vwhkyh7APWSKKVoQL2zy94ahA4ReS3oj/QCBEXLs0//sFoIuzsiBkIM4Vu267CUzZnRvernIyETbhSopFUKZhFfHudY/aN//PW3bBYoUQOapRQLtv0imwqID+fDC6hclJXplGcjEo14AkrRvN7JSWTT6VYl7SYn7ovbGhUzz/64xgyZtVUm3ZDz+uwPa0Q55nOUeRV4XnsPXShqKM0w8WDB1gR/J5mVhOjHA4gMr4HO1fNLs9mgaZvEz4r3ErCRwD8erjHO/RLUCKWOVfPFPK6T1zPlanzFqJ4ompe/Ncu80qlCouYdYoKEfH4wT7yheHzxFkebRU8DHsSTcjsbNK+OdjYt/b5ZKa8T7p12Fbwbh3iNP3VFWbEHAMr409bvN41ivHa8BngfYuN09A8a3wKiBcq1pjcgKOAbRi3HAsSGFMX92z51IpJP3YP4gqePtIJPPNMQeG9YWHkD+fuf/8w///5r/vcv//4n///733/lTZuy7t+uz/Mx5vHAv4H/y/fyM8HP2//Xn3e+N/h7vIRV1A9+9//+iX3Od0aFQ0jPTExSIdwQnHBATUBl4fACvsDC2TKJf47GDzdB5ussUDT0QHT6fr7U9DVLZZIQDSt8v5K04yf+lkaNcGSaUvibkzeERPLc3ay4kJ3zPZo+vADR05nSwP7YTRS4bwMl8MA8cB3fqF7LSAHuZEhqjBEfs/ir4mZnhXJv9v1iqXn86AnpTsbripKFD9KdCeoGpepXOlUMic7hvFLChVB/t2y32XTguDNGlMQBBc1fgBJ7pAUassn1YTEn+iea2ojahgqIIg5xpOEknOIJCSWJgM0NKiLNaNgY3uteVQgK+Y2QeBt8X++PF5q2FXKbJy8vE/O0nkUx+DtjAT/HOUElHrdqj9zPinovTRGifkvDIs60Kq/pzGSOcn4A5fp4wUaPrvc7Pl8q14XZ6FQi8BTbWbPYXCizd/1gntxPPT5aIKkKke7b5mVymUe+XSVKKe+fXo1FwxcEUipo0GITEGmEbvEcF5uGJbKb6cHKCK8JmgC1yVOSFOTfBHLJ/apfi9bQyf3EfW6DxjkqarkyR39POF1sUz5OPvxZ7acZ2KE7pNYiqaEEVgmwfu+/Dum1ibFNir2+9398zf79fP2fKATZ9fsTP57YSfnpDLeKfbaH2hyrIk6ZGULnrTYHlekgQXYr4GdBmM84QyavAMhVp2r5xJPpnukeDZS6qxXMKkrV0ODkIVRKgsUjNbNA4G//fEkIeZ18X0NpQGHRR9HFK00GZLQS8Y2fLBIPrXsMaTjM33JIoqMgQXP6NQkhxnX6T5YNCCot/9L9fN45Z4mChT9xwt0NHD8hj5Ny9qBpmz3zbDkPD7YuZbrVKBAxb5PfU+GpCU6w/IOtSpo+jYqZ5ILXXaWnJzgJCkqSuC8gp7c1LCZB/mw0XrumopBq0H/sWulWZ1M27Iaayfr7nDeauUDlApeagV2rOLFMdvRU1yHzhIzxPZ9eXyPi3HuyQDUBATCQgcQASOGGvcdMv1GB+zrnJedJk5OtRjpEMkgmU2LqFa8pbdDU/FuAal2nWDYh0nyNHFr+pVmLsaKRQAQU3vRedQqJKuvDR2rzNZ94+jglwW2tBDSRohwkwHuPnhDfFZ49G7xZU0qkZEUZ0L1gUEKEPBXMminh93kQYyXBAVIcSqb5GgqWV4g7YHHByxaOlCe3qexUVbFD7RoJKjGeVff4U7IrmVqkIOIKgugm0/bvQa3StAAUZkrVQu71e4O2D9sCwrhOQIMRIwn18RGIDgjj/3HFHiELZMK2eH2GfB41jK/p5gFCyfQcBhZoI5IbkCk6vcN1tysRtsexxjsZywuo+AwGwFO86NFmMqse/yWNP8Amo0o8yWat1X+yqHof9qxmmpaOsRkmAias3itNWZA+muvw8aoVAcIOAWQjQme84pE2pQw8PBFhPPG/kEbClIB9HuxrRmYvvlMljAECebZFJM8JaehEQLjyndlSPehcLb+MFE0qfOLpIyXgE08fPiKACB06jvGnucdZ0uXM4vX5gh0hpU1IA00V0cqxScGsjQfNUz+slu5ZxTe31fHshAYQUXL7Vv18VDxnPG68aPgE3YsaCx3+NEgWvkY8dDaBpePXDRYyOwYqFn8nE26wIvBuor+fRhk6uk939TklVWwltjp7PRJoTkPNsxVvuwEO4CO94Jwzw6rWiWweQRXb7b3GfsL9y73wTtcqzuexnKBouq0SNNbwOsS6ANma1a+JNLLp3/Qq+3LfH4tYjg58jvxcbeJR8NxSQnEEEEC1bIAil10or1UIoqiRIeQxgUDyNTYqvOewudD3FxqPCICPB6QdPPTNSlG6pz7QKO7pTDZe+WmdeWfqZp94+kgWfOLpw4cLKASMjaQDFDXGPc4SpWbEwp3SrKNklDd1AtEJeo81HzGpYFFt+PJUp3MeENKNV41AbxtvTNpg3pi0URQdyrHq7eN3rNh1WMqZkFk6vm0iSgW2fL5LTf1il0nOIEpXicfGJXosG59vbToMmiNqCgSBc8TvxRvHvyvCeC7pxC+X9xLJp7Q7bb3AOUfpufvLZUJM+VnIlJTRe1cXv6A90tEGquSsBxtLgLnYOSJYQBIsIv+anh8tCEs+8AUyqvQf/R0RVGvbC0sXttuqEvBtJ1hJUNo4lwo2C7bNgWSJ5CQD+Eg50MCFz5bO9KzBgw2qYmDXyuLRJ74MVC+UxdzXIqBie1lQEkh/UA0/K/DvzI0HJPZIQUJBrOkCEOwmr04TX/BjbUubG+PM7XTj5fHrxMJBXBYTj3z4SAp84unDRxC//fm3TESBLKgnikWA7Em8Z4xrRN201UYaYFA3UYOI7Lnp08Wm8GWZJNuPbnVK8alhxMeHSFaku6x/Z9NipledwkK4CEBH7YTQvH1tZXmMkcYXzt/yiyihLHQEudtQsueleNLwQbPCj3fUC5lqA3jLoLFleZCE0gBEl7m7lG2DSK/2lfJKkw34qFc1U69YdlPq8XHSVEQXN93JNBQx1vPr22pL08+rE7w74iFrhKZDziHG0a4HhLDSMxNEMWMs5S+//yVEVEHnrz1XPRKYv13/5ami7k5/oFHEEYqKYXO3mcdHr5auf54rihylaUjotAcam4FTNspzbVY6hxnSs7qU0/Gx4t0bflNNTz+1Em3uUTy09nhSG5yaR1qXllKuEia9JjSj/e36nW4ir8QbEv7r738Fjt/+Zw799meyh1CcroDcZjrvLKeZkTQKXmuxJFk8TxTTzK0yAWz8XQ1CmqiSQzzZfDFO14eP1OZrfle7j1MSMs5y7jbzxfyEcZaUAclzhFhOXXfA3DpssRPJQwnsykp5TNcaBUNmZa/dc0wIGAfNMGQWQh6ITuFApUip0jtRQeDzG2vKDPInR68SlfGFseskuunh1qVlkYAM0MkciXQGnu85EiKtQdKMwEQJhYgyaciO87Fhl9mxILgByWMUIAfkD0BOiAxSVVQDwRX8LSWd4Pqhi6QbWgVZuoU/7lXddBo8VzYBPT5cIP48N/GkqWf08t2ShUtcDAclfn4XB4/JC5AzSCfdx6VzXywLPOVJ7SzvPHiezP9mqlQ00KxBQDpla1TyB1uVivozV1fNb16ftFEIO/E8bH6AzhBnU8Nz5drQAMS4yuHzt4tSymO345/cIDqKe5dOeDJKOTc2IMiEll9eMTTqh+D3wpdd5Ew+Q0mDSCZ4HUPL2cf//Dsk/zM1wGuLiDEsIbwmyQ4N/HuWfE5fayEE2UNttpshaQLSGeZadidhhHuP7+V1rdPCNEaJ+0NVa+KwwgHCGKqKJzwmu5HSrbQTh3Vj/VLyfgLwDX82b7vpVbdwxPOz+cBxR3Enpi25pBOkW+XJxykLn3j6OKWAp+xDj3GWnarll7IXcSPa+aoLR7daBU37Snk8u1sLXZbJUQeZ8EKZHvIAseLg8wRNo4RCRAkOTwogC5SWUacgvjyWb/vUlRxRFidyEm/6dJHz/c9eWS7uv0GsDeeBA9WSxa71mzMj/gyZo3QcMzEmXC4jgEgRL8SBkvzMleXMQ1+vcEgsTTIb9x0PaaZi1Kai8avTpETfqER2IZ7kb9I84cZvf/1tZj/URLJHv12yS0YFomTjFeSg9HlV5XxCXuyQcB0RScYnpIIpQEo6UUwhHqiBq38+It3q0SKGrq2eX4gn2bzkSUZTqph0RKA3XkjuP5rTVHUEkGENkKf5pXGpHHIemRREOPnQ3jXCZjnq/yGHTUrm8PTnkuvrnuykpCcp5WjtrMbPaPspibBK8DqGNsjcPnyJ5G0yTYsOdEgZVg7UeDZWWBJ4bUG+mTeP3zpSh348YNrU46NXyesJEkhEEhsbHbCAF7nHh/NFted8ftizukNyedzuBkSuJfFJ8UCtG1WenSjXkSlZ+4+dcIjkyz+tN5dXzBPRr0nOK+eN95p481ujwU9T8pFW8Imnj1N6nGWNwlnNnsMnZPHWUiQLJ0od3k1mP0cq0xK5A/78+x8zuHtVWTzmbDokpegp6/ZJeDzxOjqmEo8ji3+T0jlNhbyZY144KVcDyvhKgPnZa6rnNy3L5ZJF0Z7rPXT2Vgkcjza6MRx4zkT22AT8icvLmK5D5od8H+VeDkg7ntC6QX8oQdXRyNZjl5eWEYqQKUgV8TZYH1q+MSNkZjvA8xgu3oksyD//9688DsgTH9PxTSYiKtxPq4Lz4jcfFPWKg1I1mwFUUEK6CYm38zs1IB9S/UnvGkKwX5+0QWZqQ8iZ165qpBfowKZcyoaBiVTh5rHb6FE7QDxRMSnXAxrERi/7WQgk5wkQDM+scPWF0jhWqN+YkClPKQGuCRslO37HJos2udSvUTWwFX7IcO3+UyQhglzMSKMymZYGmDTE82CTAPnigGh+MHOLGT5/h5DC24YvkdcCozqlsz+Z09V4nbzaqaK8HzDpinSCtm/NlHuSxiCOT66vIfmexCexyYMU81y3HQq1qGAFIYYqXrA5O3Dsf/I+xMeM37y7aQkzasnPsmng86+MXx+2Q533G+4FFFvUzpRC+jXb+ThV4Xs8fZxy4yybl81psl90nqifNlkrmv1C061mQfEFxjKvGfDyKPfkT6KETLynQUhoOF9DwZmydr8QUTyP9qsJNQvSQ4g4ZC1SXqBGmjDq8uWrK4Z87fe//hZl0h0gTv7jo23LCElJiucUtaXG85PlY0gcCy8z1cmLVBDphKpLtJQNGq9qFc0mxK1escuk3O31GKau2y9ECv49qk9dURfJUmzz1swQQgaRg3xHmnLkxvi760sMjZL7vUdOCIljIbeVVbt5hyaOmoWzmqYDpouqSi4jE3N0msw9I5YJmSX/kY2G298qYd9BhfGRUSsdQsu0qIQO69Asx2OWKqmNa8kBBFQJYQI5dMfvnC3324Q1e0OGDLjL2ijnqKtJBQHldGizmVv+ZIuItpPrhswPGe3q5VGmaY2JYWwyNDIMgoaSSgRTSpSW6aZHxeT6cy5p4KPZjfuXWKheHy8QEkg27Pvdq5pqz02Se0LxytUVpGqQFMzZdFA2d3TCT7m/kXwOS8Wj3yaMff3u9sDrxAZqMBs21H1G7j7smgefHPQft9YMnr4l5mxaHz684Hs8fZzSCDfOEjUD7jNj/QEpLQLUgdblcou6CeGIl6Dx/Yw6RH2iOccmnnyNiUMcdzQtLqVbFAmUiRkbAh5KHiMHj6Nm4WyyyENEmcxjQz1mhFO7ARmEdEI0x9/TwMzeeFC8fJTmaUgiLokYFKazxAO7M109h0S72MTzz//9I403//4bGOs4a9MBUYQgWBA1DgBRq1ssm6lXPLupWzSboxbyfFEdUSQf/Hq5+fGO+qZMnkuEsOrUIpRUrg0z7RX8zIXnnWU+m7cj7ONv9cZMISJVC2QxFfJnNhXzXSreVxpm2BB8u+Rnxw+qoFsewqWjNPEO/rhit0MWCZDnOXFuL397lrNh0WxHrzGd4LEY5sWHA+cNwkh5H58mwItco3AWs/fIn05JnBnjVQpeKhuBWO9jQs0P//6X5FbaU6KcyUdDF4otgaaSpNhENJ6pZpxeZyZh0eDnBqVvusRvalDEDJu73QyZuUU2PQS1oxZDurrUKJAsXzWe2NF968rvpJmP1xJWDDZ8vIfgNWaqEM+NBjCbdILkKDV4NAGNQQomPPFcNR8Wbzc2G7tawvsd73uU4fs2SX7gvxf8UruPtIJPPH1kCKAu4usjfxN1UZVFlDZKXywO+DoVNKuweOOTS07GnS4SEM8tBxM6373A3+HvcaBQMJowUJLfL4tGgLgdFJ8WvzNQks8hZT4ttbuVDpqBtFGHhRGCwixzlFQIIgfnBQUR39k9zUtEnUGt+MWjuQivoQ0IF6Tlq1tqC3nnwG5AF7s8n40HxR8HUWMuOYdOKBI1tPhlUpZkEd+w77jM9b67WQkhh0qE8L0Ras45gKA/f1V5p8mH5i3+PtebBpoGxbObF8auleYMwHnm+eu8+WjQRjEFJd1ocKcBsECj+KIs2paBTlXzeaqPAVUy4f8PjFzu3KvvXVclZLY49zH3C+QYrypYsuNXIcOjlu6S8xkvUPevrJQ3EfFU4F/k+nCdutYs6GxCYsGM4O9sEOfjovIQyUfLuaLMTsTP5/N3iC8WK8JTP6wxA6duNjfWLyxDHiL5jiMBNXjgtZVlw8PrEa/w2j2zxGIBif6oV3XTe+gCSW1wg8i1WJrQIt1LbGYVnG9ijJglD6jSjFy803SuXsCpTGAFAQ+1KhmxcpIkpNuap49TFT7x9JGugbfy+2W7zUezt0mJTAHhRPWge92OSWL6DOSobtHLUqwxochlgUWCBp9YgRJXp9hlcuDHouMbQsFBOY/fteXA1pBOb4AXFcKMOnri73/MA18vd8rRNunAswbJhOQ+P2ateFwpT6KYPdiypCyM0Z6/kjcbbiUNTx++WawAWt7jPKPMckAOsALgq5y18YCQG5QbFEcOwsM5FzrmkfxRnlu2CxM2Aw9YET9EGtHgc8/mQ07jjG4yyFO0MxVTGhDEdhVzy2OD0Lw/c4ujlrKp+OT66tI1f9G5ZzvnlsgnYqBQfF/sWCEm0nZLw6IO8XR7Nmka0fuEcwv4F+LJc7+nWYmwnfuRsDA4Qci+rvb0KyoExD19s+RnmSmPKh0N2A6YhAQijSxVrNqdQOKurRkbcaOrnZxKSCaVg3enbZZNDlUAPoaY9q5TOKSRLFZwr/eoXUiUcioHKKsd3p1jnmxXxnStUcB81LN6iOeZgHVeYzRDcV9GmvMeDqq0U2q3gdKOZUZtES+NX29alQ00yL08fr1sSHi9dQyOGk0N+LPafaQVfOLpI10CVYp4EQ6N/UEN05KkPaeYRb9L9fzSiJPUrvJI0LIY5DHpv+MiOVhEWbRmbjgo5GLa+v0hBJCFx+3Jo/yID80LkJD3uleVxfDpH9ZIRzglRLJJKb9HGofoFQIPUPPUqsDfxX8GgaSrv1GJHPI1d9wO/8+V+QLpRKZpCVVISZV7trgqO16AlHNEA7FI7txQMjAhiBAT7g93A1M0YB+g9IrvsFHJ7ObG+k1FDXxg5Aq5H/sMXyINJyUsuwXl4szfnyN/EwUYr2w02Kr2j8v3OJFUSjxV5eT6cO35fny0/P7BMzab59qXN/Fi4faEc/pAcGOCtw8/rNvy0W7gLPH73SUjQcMvEZSnsR5QcaARKBqYj65wD0WIBjaZkM/O1fML2Yd0QuLYyAyZudV0r11QfJpJqW5A6MbcUd/cN3KZmbR2v9zv3IMo7za4nzT8H183NoZ4sTmYF1zU43wRl4bySkWBa0+zG38Dwg2ealcmxTbTNnzB00daw28u8pHux1kC3m9RkzQPj/+zSKNuNiyRI67yYLxgBF/bt2bJpKBlT7RI0d/NIkNT0riVeyQUOhIohbarkCes4kXJmkarNydtdIgjCslDrUs6Cz0vd9QTSuhPf786JKMQpQciyYJ3MoB3sWXZnJKT6Z5Tzf8HTNgg3cgIM3Sio7KRGdr9wwVCGhnbOeyGmk5EjruB6rZGRYWwxApUKRZ+Ov6f+XGNEA8I74BrKoX4EzXsnfzHd6+rGvX3ohCXeeIn+ZjnsuLJFiHlUxrJZJxkcKY5IGIJwq5Tm3RaVSyANNMgo/j61tqmWrC7H8WSmCFsEG6woaNpKlzzkQaZezXEufHrb3+Zys9OdNR74raS+7oZu3KPVAjUG8kcc6oF2DiIDosXvDYo6RNr5B496wb36eDu1eL6/SjEpZ8YLwr+4seaeaYmvDZhvXkrWFa3hzzQEPnaNZVMakCvY0o3Lfk4vXDUby7ycSqMswz5nv+M+fef/6QpAXWzc40CsjCmBSjrq2KjKlRKAcKMKslBhzoh718v2mUGeHR3U3Lj0KgoSFHBrJmCRDKgPv7x1z8SI0ReKWBqEwegfAzpCbemopjGCrqYE8fw4GdMTBhtr+OoJbscv5obLLBYBcjzxB/Kv5wX7WSm6ePOL5eaH1fsMbd+ttgMv7GmlObpVKdjmhiea9+fZ4bdWMMh2ou2/Sr/Qh4pWdOkQUg6k5PA8p0JY0Dd1gMUNe2yV0UPlZW/fWfT4ubupsVFgepSI78QT8rhlOZJAoiEg8cS/g4khHihmxsUdT5H8xnEE3+wEs9aRbKKFxg/LfYMciljhZ4DJWecVwV+xjF31jdDZ2+TUay2ioyKG6n5iAY6EClCSWFni0ZS4eN53aBM89g4T0x+whtJJiZVErrOGScZSbH1KjVjgyDrlfvItkHwnoM6rJvhyWv3y2spnt+PCs/15nUQ7j3k1kZFxSdNPJW+JmiAeyiGIQXJhl9p95FG8Imnj5MG3ri/WRwYZ6nep3CAiNCQAKmKFu6d0mBxoaOcyCbK7VkvDD9FJrlAqVEFJxIg6OFIejjY3bnYFtzTVOgIP/L7/0Iib8DzV5WTxe+eEQG/aVJjV+iu1iB3BeqXPeWItZ5yLwcElb9LAwjd8pSbB1xTUdRNvKTXD11oRt5aW7qUR9xS23QbMk9ilLoMnidjJjmXWranW5m8T0gnSibh2xANJgap2kW3/nUfBjx9ENNffvuf+XbpLjnPG62RqoBJQBBWIoFK5brECaGH5DN1KBIOWM1N8rdmbXNGogIazojWIp0BFZv7ncd6e+OiMvEJYkW8UKyRYPY5r1Ywa6JIIn4/XeRMNnrux7WJwtK9mo/2HT0h5xrFlusSCaiHdG0rUtJKCPEnBxSbBfcEjUJcKxqSILh4oOMFU6K4X+zXFxuBt66tZO78YpmQT0gpZXlSIGKFesSx7oTzU/Je83CbUuauL5c5n2Mka2pYiBTpt+bp41RF2q7gPnwEx1niL6v1wmRpaAhHOolIYhFnHjYlVMqbaU06FdqFGk+DUVJAOW7cqtCFP16QZYrf7dkry5rXO1c0rVzh5vgQp9zXSAidAtvCO12rOA0tqLyobAAllQ7rgV0ry/8/nL3VidGJFRD2qwbNMfO2hBJPYqIIiAcEis/p10TC4elgJweVuKyp6w8IoSDHsP5LU4WMArI5KbNzP+ErpfMeFZz7iRicnb/87pAuyIROSkIpdi/8/J88RT0XEFJIy/Aba8ljwuta0vJ2AqKzyj81QcjptTUCzTKM0IzmXtKuejr/UfBRtzRGCdDswr2PXcImjZBlSDbnRKfdxAL7d+g19QJE/Z1uVcyn19dwVH5381HHd+dIDqtef4YkZIlSAcDLjHqamuD6MZpyZzCYnwEHLcoGNhXxYvLafYk2daipb07eZB6yvNZ3frFUhlfEG6WkQynCwU1m9x75QwYvpDbO8CVPH2kEX/H0cVLHWXqBxRF1k4XjvLNTZg56coFKgRK4OUqkUnJBEwWRLoyXlHK1R+maUh3K3aQ1+8zzY9eKAmgDRYbzDDpXyy9KFdNQKKWiLuKTbPbadM9MSkr9OtWGpheIIqQIfyT/x2vIdBmC1sfeVT8mJWbO5oPmts+WyOOEGA7pWc0Z1cljYeQkvl464yFhNL5wYMFA/SU7dNamQ2bB1kNm/7E/pQEj4fGeMHVenCJB8GxMvrq1tun6wTwhtG3enOl4XYnXYrIRaF8pcVMIzTzcl1iF3WVNCBkboFusfFA7jUCVYC2ncs7oUo5GPPNcer6ojNgnPpixxXSsEiDEKIrEZaGe0sRSp2hAUVTVkyxSSvuolNHihCAsRF8piKeKBryzhPO/P32LKK/2faLNR/r6jaWb/dO5sZPkpIIM2IdHrZTHRWMYr6F4yuB2VUAzWclXRQUHbARQPV+fuEFyXTUWiWsBWY/FY77FI8PTC+5BEWywUP/DNRgmF77g6SOt4SuePlIVKAIEdF81aLYoXvjzvEgnZAqVbtK9Dc2XN9cW/1Z6IZ12/ElqK56AXEcC6XvWKSRKI1N9UOwIiIcEsaDiEaOLn2kxG59vbb64qZYslF7euiYDppuKT0+QsvPjbUuL0ukmnarS6djGXJnPl2YZJruw4G7aHyj/Ew2FXxI/5F1fLo3ahMFkqR7B5h/K0d/eXicRWX17ykZzRcUAGYSA2WVUYn3wP6LC0dj1+Y01hQRXyBc6Uei+kctN2Sd/EkKMLQMo6QTzt/wiJcVqBbOYAtkyJXruL45d5zRjhQvi14EB2Aw2Pd9aRjB6gSYgfJvuDYHb40kHNhssGpYoW0+zVGQsJaoW2mAYAvciv3v4vITydTgQhaWXyO3vjARee9yDvB4pY9uwr3m0EZ6kLFACh5dB/lMaXDsajB78eoU8Lq4fyQNJIZ2A2DBeA0xL0g0K3lp8sCjyEFM715UYs/tHLo/6OgiNUoqseBJo7wZB+slJ1YgEFej9NCUfaQWfePpIFbAwvj9js2n4yjRRBewZ6jZ4U6d7d/4jTYXU2PPD0xMSSu2pq3gmBdgPUNgoC297sa2Z8UBj6ex1g+YbArjne8QVUc5m/KEqnnkyXyAlVFW0yFJVRRaFh3I3yh5eRy+wEBP0TrQT5ISNBE1ANP1stVRjvKZ45VD/dCHfFsZ6wd8mFxVF8vu+9czSx5tLrqUNyLXXtCOUYeAVgSPZqtt+kYYpslFjAbPDKcVveK612ALcQH2r/vwk02f4Ymk6siOlVPGEeLLhohMboDAqIM+QfsiKHR2GskYDCqATGWtGrGV2XmvxjpwkQWFIz+pC5rya+UgJ4Dni+fTCsKDayeYppZsBUcRpiHvlp0DDHar0q50qJNmOQ+PWJ8HHS5Yp6jqAMLMRY3Pn5d/FwkHebiTyCUHWTSuKaThgYZi0dp9ce/6eKtq8hnjtpmYIjc87faQVfOLpI0XBIsnIt9r9J5sXxq7z9HaRE0lTCeW8b26rI527yRmBlxbQ8hgh0/H4uk4GUPToeoaErnq6pShzsUx4Yea2kjYWWttvRrldFz08aizM4K0pG2X+tLu8e8uwxRJNA+5qWty81aWSc423HgyUEmlK6du4uHxM+R5fHn9CbQLRADEma3JUnzoSO2NH3dBt7wXyTn9YvtvJMIUs6EjKXnULmTxxkiOI3JtdKksDFiTaBmSTTNabPl1kar4wSV4XlKoTiGfAG3l9vcJCNJi+tDI4KYd4JXJTvVRPxolC4vg9I61u8aj+zsLRy+zhQAMP6mffoAfYBs+x2YDpUlK3ydexE/9zMih71i5kUnqwxB1fBiwH4InLy0gpOqkh6Fyrft+skPuPDQXDGrYfChDFQtkudDYb/I0hPRLHKNHx/tA3K4QMewESi1rKxsGtuCtoJCO2CxBsz2byDms8JqRUR9SmJP7zi+0+0hg+8fSRbEBI8PHd+MlC02TANPPJ3O3ODHUblEdf6ljezH+0qeT40Q2cUYACSKmSTvCdcQaTn0xAOFlIIaBbXmgjJM1uKgqHgVM2ySIK4eB5E5rN2FAFyiH+URbqu0Yscyb80Ohz9XtzRbUJkLJKoiLahEAVTxpYKJvTtAMR1DI/4wLDhdt7ge5lQvQhb4BA8/mPNPP8XvyhjOCs8uxE0/atmabG85Mkw5Ln2Kdh0mdgUzL//KZaIZ97tE1pJ9Qcnx6vi/bvzHamFp0IqqCQXRRhQEC8Qjvup6wLJRsoeqpovzd9ixAWL/B5vKuKWhF8p7GAaVn3tyzpGReFreGJ0atl8g+5t6oEEs/Eps22gSR3Qg7RYb0+Wihh/5D9t66tLOQ9OUC5pRuezQDXDXDPA7dFoFmZnFJVcAOS3W+UN/nUxqL8WS4IayHCf401IVtwQwV61y0c0uj17Jg1UVXupMIvtftIK/jE00eyVAcUlzZvzTJdP5gvJVN3JQglio7fH/rWk/Io84eT6r86mcBvqMpHeiy3x/ocIGlED424OZQkuUGTT5FHxopvkkYmu9yuYDJSiZwXCenEW0nz2JXvzBZPKAs4pUJmhLuhpWMWVMgpjU9wRi1t8vfibUihU5+oJQDBu3nYIvmYRTzc7HqsB5rdyd9kbOJ70zdLM0445SoS8OH+dHeDkPI+pHLew03M0N7VpSQPwVUw9vGa9+aKH5ScSEAoOt349hQj/KmohzaY4MM5pqIQbowoz0+vHefZ7YtNCngchMEDLA85Lwkloct3HjZXDJwtoeTvBcP6UTshmylRJd5/9ITpPHieqMNsqob2rhFXpJEXNu47ZgZODVhGmJmuXfqqeBJn5AaqJcH5bpDB+eh3KxPdPwlRSt5WokPH/5TmPwC513uW60YeqWLnL3+YwZYlIyXgxyn5SGv4xNNH3DgYfJOs++IUmbNtz1BX0IBCnA/qZv8OFUz5FFj0TjY0BiUtGoxSG25FkbI35eJIoJP7se9WSh6nKmBEMLG5oOOf5jFIKArmd7fXFU+hF/T8qZJD0xHKoFv9iVfZgeQyVhDQ0AL+C/qNWcAJ3QdCdjuWl3vUBs8BMnj527NMtecnmb6fLzEjFu4wu4IRPbGAxiTyUBXEQD30zUrpJqckv+ix5iHfj7cUP2j3jxbI/+ErkF89PzQS4e/T56PAtnBDvYDqOWjaJk9/oT2fncaYlGjWw9fL42F0JGr15PsaOeeRWCwC3Xks+E/JvQVM3UkJsOFDUQ1sbM4Tz3DdKBmi0QBBxIdMJYPg/suD145BDPuOBjZCPFcv2Jsqe0PxxYKd5rHRq0LIp0M8XTFVilcnbDDHTvwt07dIdLDBBsROD+B66+YkJeHHKflIK/jE00fMWLf3qHnw6+USX8OMZJ2hrqA5g65SfJvj7qpvutcuJBFApwqcme2pHKmUFnBP6QkQs8AiDpH8sKf3OEA8oJWemWgK9RtjOgyaLdFNOSzVCxXq69tqy9hLL7AYbwsqSXYJ8d7mJUNKmhBj9QfGg151C5s7LV+cEuwOlfOaj3tXF/8nfj7IoAb144GddG8DGRkK+aDLnJ8jgYHvq/fSVNP41Wnm8e9WyQz6cN3qzmOoE+pnJBap8+C50rildgDAawTVENXYbj7C70piAH5QHVfJpBw3rqtVQLyskJqfVgfK9+H8nTWT4e+0ofmdOq2I683YWjBzw0FpPNOpUAq8j+Gaj2IF5wILh85LH3VbHVMub/I3s2S30lTENX+2fTnHBoCXG3B+wwX1Y1nJkinw/vbE5WVDNjIE2D/x/SrHF+1keHo0T6Kwf7lwh6O4uqOZeExPXF7a+TyJFM97dL4nF36p3UdaIePVPH2clHGWH83e6mTauUGXJhNNyCGMdZpKRiaedpxKRsWh4KaBxUzVsj3BRrDcl54vXcg0J7EoQ4JY8N1YsuOwzLB3K3E2ifIq4VP+hYDly5LQyIN62r9DebFsKGgyouM7loxEG3c1KxEy71o9qSh+A7tWMfd9tTwksJ1mHf5GsRwXi6cObyREB5Vx1sYDEh6OPYBj2LztYguomP9SU7/YZaK4MbbT7hYnskmzHlE/Z286KL+j3duzzeOXB8qmeBMhKgTC39qwiJTF8URqYxXlc7uEDnklWN8+FzQgQXJ5rkQKEX+lxAnCExocnzLEk+YsYCtw7SrkkYlHZJzi7yye4+JEzUeM17QnZ8UD3n/6fLZExkdiF/ioV3VRPJMLNgIvBUfQEgxvN5bp5qhQGIVSm43wQFNeZ1OOyv/k6NXOeFA2aWedcYZYUnSz6lY8uU5P/7Bayt34fJmY5AXuTSwLvA9r+gPXIpZxpdGQmp3yPnx4wVc8fYQdZ0kUCkHjN3yyKBHpZOHUiBy6XSmVnsqk087fOzVK7YEyoj0zWpt7CI9XUC6nkUKbX2KxYVR9bpJ56vvViXyJQKOS8MixcNtAcdVoIQDRS0oXLyTADe2opzHngZYlQ7729eLQznC+B78mwfaj+tQ1S59obt7vXlWSGNh8wNOJB4PwdX5/nqn0zAQZ3wlpJJIKdKkeeB6URPE3QzI5NzoKMduF5zkkkX9R74gTI1osnAJV+vHxkotqK64QZaKtIK52DigKGw1NALJaMX/y1cEdh36Xhhs2DfYEJDyRzcoElNlvFv8siq3aN8beWV+sFDbp9LLmhAMjdW/6ZJGQTsguvuGUIJ2QLRRsHleVApea62oWTPRcAXmekUCuKkAJZ2IYfmUUdC294zd+5NtVzsbN7fH8YcUeGZzA9z8cJSCedAj79cprLNImL174gqePtIJPPH3ENc6SciiRInMfbipzqlFSktulmtEUTwgEnbWnQqmd5pvEU4suSNSU9EbnSnFlQBJzwzhJSvKMr1wfLGsnhGh7K0nMqaYrXUEWbLywvY0KiKGWO18PNnEoKKd/Eozl8QJ2kRZlc0kSA6NGZzPWs2MFaWrh/JHgQOQRfk4iqWr1n+xMSVqx64jcK6QJ2N5PlF8v0gDB17xLiMgrV1dwvoatoV8wH/T24UtkctVF559tugbJ+jtTNjnqFWTGLgmnhL9zelDtrFIwi6itNnQmOp5YZskDiDoDALDe4Pe2O8hpPoo0BpLngdeVwQB4SlGliTG6MIZYsFiACkszJBvoFztWkHvchqN4ejQW2ahTLJvEw9EYt3Tnr865GH17Pef9guYxLsvF55/tRGjp5r5/MF+2T6NiUaO8Mmc6x9zXIiFnFkV96JzYosciwdc7faQ1fOLpQ0BHMs0U9V+eKl2TR08kLAooJsz7HnZDDTP1vkYSopwSqkNGA4utRslkdNVTvY/RFE/7HlCC4wZE6d1uVSTQ3assTqg7c9YhoTqO0KtTWEnec+3LhZTzF29PTCQjwSZdADWJ58sEpanr9jsz20ffXtfcVD/Q1PTk96vN4GBTTzTwfJkaRYzPwkebmTF31hOSSOg7PmeaUpjjrsCO8OpPG8SKYneBM9pz/7ETidRWjQaiSYWMW1sFVT/omJV7zI2SDzrZycpdtP1XOddu8p1iZfagokqCgBsNimeX1wbxSaiInCPsGoB7Ar+3vdmg+QiSzlx0L3sPeZY0egGioxiJGm/4fTjQHPfk96scwlciZ+JJVerxjDZtCUJPvJKSWbvJjBQPu1KApcXepNP1z2sOy4nXwAcvoKTbXtI3J22UTv/kwKm0nyYCgo+TD594nsbQcZYdwoyzZPG4r3kJM6dfE8lJxE/kVgZONySMzjx+ChNPb+VFu9lB+byZpRkjT+bzhfjcNnyJ6fvFEmmYiaUsT1kaIsp0I7d6zEJuR+S8MzV21ROljE5xBV3Csx9qIteNx9l76EJZaFEf8WkStK/NSP3HrZO0hng8b7weGKN5S8OiZtgNNWWE6fDgWE8bePOuH7rI6ZRWonjF27MlgsgG0Uo0tajVgLntygmID/rxjnpOPijXUXNBAaV/uvDtc5ASxBPf65zNAbuNjiS1gW0CVVLRvXbBRJsQbUKjy533Fq4HNp7bPlts9gbvPSLa7vxyqfl4dkCBJkqIa5SS7zvcczRGMiWtT+PEk4hsxTPcBslGq3K5nHK7fe/QeMXgBG2i00YxtWAMDg5YIDc01gEanFM8owqIPvdtSuD0fmf3kZbwiedpCPc4S1QlBe/vdPbSmTrjwcYyr9k9W/t0RsLozN9OuVI7NgttLnJvUJ4Yvcp8ZzW79K5byHSvVdBMuq+hEDfUKHzArd+caS4450zn9zLne2v/NubbPnQhJx4YwHSjCsGSPAqg+jPpMFdQxo6V6G8/9LsTZg8gQ9kuOs98cn2NkO/TCTwoUPe2KOn4PklroOEkqQ0XEAgajuhWJ7CfMizg/NjNVHbJvdPgubIBVFBOhrgBXqdsDshf1XOhflDyQenUd+dY0oVvN4OlhL+TZiuUTLq4y+Xx/n22oume7+6OB5p4bwNzS4MiQqQgznjJaZDq+dEC2QBTAmf4wI31Y1MCYwWNXjQDQeSJ1PKyIKAo/xw8f+GilGygAOOzhUjbQxb0/qqc/1L5uEzuS0LIL93ptYtkc4hrrGAjQWyVAgXfbiSLF/7kIh9pDZ94nkaINM4yx8XnCYGY+VAT82Gv6jI1Jd5u4tMBRU+BSCVIlYaAZ73wvBAS5C61o0aiEpKrCfSeUJWNYQAQt0n3NDQtyuQUxZyFXYktPjrUTTq/v+1T1/l5r3ItilqrN2YKCSW+iI5hRb9vVsb03Gyljz+l6isKm521yJhMe+LP7Y2LCZkDeAuZAZ6UEHkbZ1pz1RkHOvPBxvKvQsd6QnReDnZXK3rWKSTNKmwKF237xQmTt8dnojI2LplDSv4rn2oR9nHcO2K5+EHDTTiKJ0apXoSqB6HuiukbQnNH3eC+ebhNaWm80uYjZq6TEwroXPcaPpAckM35yLeB+4hNU9WC3h3kvC9y6YkV85rS5LXZ4DoAW31WOFFKwfcOprzxfZzGJ68okySPPD57bB0KuukjzYqPBX6l3UdawSeep/k4S8pm711XVRomIBDa2ODj1A2RP/rH39KwAbIGmx1YlA8Hu6C11E5nb8dBcyRWiEWY+wQ/I5i+/kBIdzVd6u/3qGY+vb6G01SheG7MWlHMUOFYHPldTPIhrmnDc61DGk+cx3ji75COdgilV7e6G7a3EeVR1fqxq/Y4U3wAHswHRi4PIZeUrzVEn+YoSEpyF3MaTSDb+E4hIDq1i2atpU+0kAge/KEvXFU+5OdyXHy+E7xOSbZpUEFEseNaefmPJ96TMDXJhvpBaRikE5rSfryKrhLPBh5ldoBXlalLCiaauf+G15+k+UgnTrn/XqTmo6TgjckbRBFnY+VONvAus2eKmRSqajlu5Z6Q583H9tQiqgfP/BCYx35drYJJHhucP2smUYwVRFl9viCQJhAv/DQlH2kNn3iehuMsKYPSIDT9gUbiS+NNk6YGH9GhpAr1OLmK2MnCoWCUEqHZqppoRzslQ5Q4SnftB82W+dU0xIy8tbbcJyyU0uDyz7/mJw91h8ib8Xc1EN8aHjcFM8q1kQTPmy7olKBpPIGEUpJnlKd7opBC1dAeHy0wK3cd8SRPdsmxfVAxQ1FETQP3NCthPu5VXSKBsA4w+9r+PcxcJw4HNerLhTvN/XRVJ0MphPiqGvblgp2SiADwZ0JIUfvwh9bzIHRaZmbuPa9PNoWUZ+du8VYTi+e8WJoAbTxxeRlzfV38oOeKCg2hZqxp09emm4FTNsY0lQl1fEWwhGznd9r4Yv5Omf6DbxKllnB+Ip6iYcWuwzI2FLAhwTuszUfNX5suSm1KgJD2ITMDHeDPXlkuUVe+je3B5IVojUU28G9yLxM3pYMJwIHjf8oce+4nfh8d7nydkZjci8kBarpdnXj1p/WJJpLFAqe3yHd5+kgj+GzjNBpnSfYeEUhzHm4ipZpYjPM+QsFEHhZWCIBtVchI0MUJ76NXRzuesW4fzJfvw5dJNIw9JUY9hXYIuw0W4JsaFDFT7guU323lE+TP6q2qQ0ZrFslmxt/dQIgoKjyTsLzUsHYDZ5nCD481VZ+dKI8DFRDVjYXfrUKx2KN0QfZurF9YSMIrnQIxRTSxDArOFLdVSsrXkFPOBc0uyclLvLZGficEXs/zZRdHz7yFxDUrnVM2jENmbnHK7V5TjBTqDVUwVeiJdvhBmzp+UCwHqHCMacQPStwV+aDhIsIYJcpjYBSql9+bEj4TgMAdTYqZ5mUD1zza5KnpGw6YLu/PE0LMfYan/Ic76snjxA/LyE2U2luHJTQfJQVsHPqNWiHqNU1l2oUeDtuDHe3RopRssMlS+4hdble1k/cN7tEBEwNRXsQi6Uz4pAL1nPdxBRUI3WAlBX6p3UdawSeep/g4S3bWlBAJef/y5trieUuJTL/TFahUqoS4M04zCg55dLRDpDUb8N6vlouiiXr21S21TS5XvNIVFQNKIhYOdxyQjRyXnC/ld52frvhp9T4pGUcDCh9l2I3Pt474XO78Yqkp/cR4U+P5yc7nr6yUR5p08A6+NXmjfO6uZsWdHMirKudzPJ0s1pBTG5dXyGMGdasimwxicvoMXxz37HgFhIRsUgLdNUg91jgy5p+Db5b8bMoH/aH4PMOVyt0EWbulbT8oEVDkgzK7HrJBBJPkgz43ydz++RJRpm0/qFNmL+FdZmdcJzmWPCcC1TXTc/Synz0JO8rat0t3mRuGLhTbD0HzvDepn5LHOfGehvLceb0xpYfmo6GztybJ+kCiwKqfj8p74VPtEts63GCTovaReMDkKDB+1R5Pf+drEzeInQVFP1w0WbxgI8GkLAWjN6kGxAO/1O4jreETzwwMSr1T1u0z3YbMkzIkTR36Rs/EGbLv5j/SVBZY1BMfKTyzPYNGKjmKZwTFhTggiJd6Em2wIFMihgOMXZGwyEaan04sjo1uQ+aLkkWsTDRQZqaLXkGMEx7RSPc04yYJjb9l2CIhp5T3iSmywYasT7D559FvV4YQBkBo/Ac9q4kdAavKTZ8u8vRXRgOk75pqCcotZdcsMU75glRULnCpvK437D0maiWq6do9CeXccM1VwEsppMzcqVp+8/lNtSRq6sFWJU3xHBfJ5mPMij0ScWT7QfH4gnDjGT+ds91RV1G7GSVKsyJE226GUrw/c4u5Z0QgGJ4NAo1Eti1DR6g+3Lq0REdp89FTP6wxVw2aLWXzWLH90G9C+MCjbUvH1CwUa3i8G+SW0o2/Yd9xh3Cq4slz1WB9FGj31K6kgioB891VrYREMiM+KTYgX/D0kVbwiWcGH2dJNqCOs+TNm2kh4++uL9NCOlbNF3M+nI/TJ1LJK8PTBmoYcUCRshO13D46TLndDUieG6pkYQ2JpibazSCMOmTGOSo+vtAJ9zQw7Sslzg6F9OhrA08ukUV2Q5T+Xggp6/SdXy5zJizZaiXZmXhfIWA9P16QpJnjED0FfyvWxAiIhTaRjFy8y1TOr7FK+2Ka2kSJPhKYlkOIOucQkuflB9W0g7wecVBrdh8VsostoVvNgIoHqSL43j2OVJU1zS29sV5h8/o1kSdicZ1H3VZHhgow+YdJUFcMnGWe+zHy5KPA3/tPGsRoKkPd7RRUYiMBRXXXL3/ENC7TDRRVxr5qpqe9OeXe4bqjiur3pBRQwtXPDBjnOio4JCE2+JKnj7SFTzxdSGp+38kcZ1khX2bzYofyom4y1i+pnZI+4gyRz6CRSoeCNgw62iEONjpUzhtCksLh8gq5RbljkYtFtbQ7ygENSniOUdmwhjQdMF0Ux3CvP5RXVSeVfPK9EDMmzzx9ZcK0o3BAZav4dCAzlEaMTfsDJBNSA8FEVbz3q2WJysO1i2aTqV1kclKWvm7I/EQENpYu5KSieZlckifJ39TmpMkeSiLknVB6G8xNj6XhROfFu/2gNrhGnQfPlbGY6gf9dO42x09r+z+vrhogQlPXH5BcVc6prcbSfPbY5WViCobne+gAn3xvQ7nvIHBDZkVvPsJjysYDxbp/h/IxdajTZIfNBOUy2gjLSOX2cUH13Lbj8DgIw09JQL65l0kusPHiuMSDGcJBX3K+x9NHWsEnnhboAqdhgYXJPlBl2Dl/t/RnaShJa3IKObjji6Uh4yzpAEWp+b5vXRnN1qVGgRSbY+zjVFc8A+RlyfZfRdWycYWHchjOv6kTccI1GXmVLwHqGOVI/MYDu1aWhiZeV7d+tsR0/3CB2bjPu4zcu26Cajphzb6QEYXqQ5TH07euNDZFwsCpm0yz12bI652/C8miy59ObLq93SDzkdL0pZnOkWgowu7j7SC2Q9Xj6ZRHHdUOd5RbwGNQEqqww8uZz87Upj/+9494I+OB7QfFsqOAmMzf+ovMtscP2v3D+dL5r7mjNorluFhK5CiINB7d8MlC52vks9J8Fi+45wZ2rRJT8xFkV5vZ7m1eIuZGSiLEdKOQlBxj7Bn8HJ7STfuPO35RgHKdnA2IDdYg1iM2A9zLEPu6xbKZsXfWFysQHn/GacaDpOSJ+vCRFPjE08K/YQglbyCfz99h7h6xTLrF3eSUzlre/AjKxn+U1CYEL/CGcvV7c8wPy3fLmzjGdHIP5z/a1LzYsYKpkC8wFcNH2kGDoPHaYXvIqM1F7pnmIB6VRxUx7s1oUMJUpcClTtmckPYil11kJt/XULqhKbnSQc30o2d/XJNIscGfd63VlMG8bQ3C5/sVRPJody+d4HTIb36hjdhP6Gp2g7ii+0Yul/GD4K0pm0IyRJ3fmy+z+eKmWlKKhqB2eX9uxOYqNwjRV3h5HyOBhh08uZq/yluVPQ8e6Jx2VWkJxQdsLo7FqH7Z4H1M/ZSU4t1+UPV+Aryh7nxQbTJC0ba/1x6tmRRo8xGRcOGaj5j1jkIM+fayeYSDpiIUTCJBxL4C6QeDpyekJbC50mECyQXNQ1e/N1fWI2wQpEQM7l7VfHZDTclF1QYqrvuGMJs4G+m4yOfjFIUvkVnoXL2AqV4oq0xQ4U2cTECNP4m2kPPmxxEONQplNTUKZzXVC2eV0WksXrHsMCn5sNgeP/G3uaZ6flm4/Z3pycWlmc6VBQbFC9XTjhpK72AjY5MAyJ5dWnZ3sEcCHcyPj14luYQscJS8oxHPwpddZG6qX8TM23JIyrB9P18iETr3tShpOlXNL7makD42cXRFP9iqlLm6Sj6nJEscknago+rw/a9dU0m6qtWXt3TnYWcyDF5VAEFBveN4p2vg8fD7IUVeoJFIm6wonzImkseA55AObBr6UG07D54ns9ljIez2rHuUQtSxWIFXG1VRG2XU56nkzp1hWrNwNiFAbJJIKvhs3o5E8+Ojgd8HwaQjH7LJ+w5+0NsaFhV19YqBs53vheRw8Pfwd9I0hAUo9DmcmchykVTQfESUEH+HahSWD5qP8DYSQcVmiGv+UscKcTXy0IwEkhM1x/3CGoInV8GUJq9GvXiAwv3K+PXmq8WE8wcyd9lcQKxtLz9Zqy3L5pT0CCYafX5TTX/N8JGu4BNPjzIqB54iN9jNEwi8eNuvUnLijTmWkGSAv0k8TlO9v84bdo3C2UyNwllExQyM+DtL3jA09sVH+vJ5CvE8mHGIJ8Tn1s8WhyhPzIp+8JsVTnPaJRGCtd3InOkc07BEDlEMv1+229wfYRpMwvSWC4XADbimkmnz5kw5f499t8q8dk1F6Zb/oEc1M239fpnuwtce/HqFVBuevqKsqZj/UpkcRalWFclRS36Wkq6CyUMvjlsnH5MBWjJMGD1d7nc3KyEHqimeSZqc7Bnn4N1pm+UA/F2IHvE/xEwxmAECSw4mSmi0MqpGnAGeI35CnRIVCxjzyGOhfA5mbDgomwY2Dyh9tgJKJzznGaKImvvhrC2SDBBPs6HaF5huZhMXPqaUrfcMzWhjV+01E1bvFZKL2uzOk8RDSyKAu+s+uWAj8M2tdWRqD2NQaT7i0PzUeF+bWhqPZUZ7OLQsm8s88f3qECWxnYfSHiu4xnhpKZ0TRq+vXTZV4TaKj7UtI/cDY0yxpHgp/Qp/VruPtIZPPOMAb7iMsmtdPrccXqDjlfIU3aVCNrcGVINo4A2bw50nqEBhq14oiyiylOwor1x24XkxmfN9pDwgUDRyZJRIJR4nMTmqPKr3zZ6vbU9BiRV4QoV4Lt8todjhlJWtwUYsjajhfn67a2UJECekHQKMog8alcwhnb9D52yVxRY/I93VRBKhgOKVs0vhT4xe7XwsTSxbf5FGjnuaxzYZhiBvCCUH5WUIDMHybvA39e/y+mMxR5mFrEI+UT7V/+sF25NJRfirhbskWzRW8Dg5B4y91fcaNr+MBrW78YlgUoLJ9Xk9SKhHLNyZyIsZCaqMe00r0sdAhJK+H1LOR2lms+AVFp9a0OYjhhXUeGFySPmfjREbhlixLQUUT7yoNulEAU2q4jh1/X6xkejGDRvJU1eUCTtnXsEmCIUbRf+5MWtM41LZwyqufnORj7SGTzxTGCgANF1o44UbLGy8uS3e/mugnL/1FzHJRwPqGqUTjnCAmFLOp5xYIOuFJs+l5ye7vOMj4zcYzdl0UJROmtJojtGZ7NmCc9qTUma3G2ZodNvxy+9CEG0fo3epPWFBZxMF+UUdI3uwUoFLnXI9Kt7NDYpKTAwKJiVUcmohNqiUlHFV2bIBaQS96hZKUlcyhI1cRAgsHeGAmCD9WLHzlz/M+zMSooqw5DQZMF2aO/DZeUFVQtQqyPZXi3aavk2KxdXEQpPRsHnbhbjqFCOI56LtoTPq7QxURnKSAoDnENtOpPgixb6jJ8RCARlB4XVvYlBD+dp1NQuG5INC+LEHMT4TMG5139HQJijUbJqDIFEpWQLe+evv8piUSJEjimWCsvNTV5SNqi5T0eI+jndcphvukHua6OIFrxcIp3qBsWY92LKUbI5iFRvwwNLZz6Zj0NTNESsSwB+Z6SOt4LOSNAYLG3FHHMyFdoMFjxKc5uOhaNAhGQtoFvFqGAkt52c11QpmNYWzXyjl/OwX+appciKVNCg6vQIFHdJBUwrlV0pwHd+dI34796YkTxxlXwW/A0UJxZPDi3hS4ocEgEKXhS7o+AXxe6Ku3T58iRndt27I40I9eq1zJdOtVgHz5Per5bVgNxK5ge+SPMU+DQONNUkFsTc8JogIFQsalIiNQt2FcIbzfrd5a6bJk/l8UWYpL9tjEbXULtFAa/dJJz/NVDpqMRagZKEuouapz5MIJLuxyL3pJb+S6U1scL9b9rO5Joa4LC2zV8ibOdFoR4gvaFIyR8h0HzJDtZMcsvVqpwoy+anHRwtCfMU0xOAPtf2gjJRMDv78+x/ptod08nyJlXtrykbzwYwtslmftfGgEK8etQuFJfrYqJikxJeT83jYUNiIx76CajxwyiaZtgR5JwECi8QdTYvH9Xt0rcGmdcuwxXLPQloLWRs/hV9o95HW8IlnOgNqBGUeDq9yPrtp1AhUU+Jw1Gsai2k/oZwf+saoyJLpHFGhIKdMhYGYohr5MU3hFU+UCc2TTE/gPuk/dq3kHWoH+stXVzBr9gQ2MdkuTDzBJfel8Sue+rshnT+u2CPE1r2wq9pJKd9Ndtn0vN454PfcuP+4NEO80qlior9BaZGZ8ZSLX/lpnUNkvXB746LiP00OuOfxnXYaPFdUI8q4NAMR6cRBxz0eulFLdiXqLofg0XGsXkEsBI1K5HBirFD7IFw04zAjPR7iCbAaKPGkC5vND+dewQbDTUBuql/YvDB2nXhE8b5GU1nDldnJjfx6UaBppkewbM+UnBfHr3MU4OuDk6p0Q4vaSOyPAkX0zDPOCPGD0gjVoUpeec+Ll2ABnhfpIyiDTCii+QgPpDQfjVppluw4LCkKKM0vXFXe0/up/k7e82JRhb3gNS+dxrt6xSOHxnMOv16yy7w8fr1jyWhUMrsQR3zNSQX3LR5dricbtg97VQ/7vensLczHKQyfUWQwsGDwxsiBD66vxxsYb1y7Dv9h1u45KqV8VFDUlWhgMScfkSMc8I9BTEvlvsTkvfR8eRz4XpOSeZeRQfc0zxmFBAUnniaR1Abev7u+WOqEjN/TrIS5s2kxIce/HA8/tSgpHk8lJ6iMlJLnbzlk6rhKs15ldhvM+H6zS2XpFKcTmCggnXxjg/ONp7Bt+dzmtYnrHZ+hG6haKYFqhbKamxsUkezch0etNFUKZnFmrEOOINwczDVHcfxm8a5EE2MghpAJDgUWAcrtEE88o5y3WEY5Kmg+JHx/3paAyvmplcVaMV9mzwairjULmnembpZrMXblnojlX95DUGK9xmTy/GhwQfFnNCYVmge/Xm6+WxaI1KLTHGJsb8QgTqRxQP7AW10qCxHDNvHtkp/FZ8wGmgO/Lgo6JJS/jVUgGsh9fWfqJvkYmwSpEwoqS1/fWsd8sXCHWDZ08hGbB2we9qZ628Gkjcq0gSfZne+KT/P6CJFOS3b8ap5mPGnQOsK5hXA2LpWQ+5pUcB0g/q3emCHvByjtjPa04ccp+Uhr+MTzFAMqA+VJjioFsiQq56POQTB//vUPs/0XVNPDZsG2QzGX82mocU9HcTfdEB1VNm9mky9IkPGa4v86lYAiAvlkIcfnmV6IJxuMG4YuFH8ej/HVThVDJtBEGpeZ1OfA36GBgogglM94iSeAbN7ZtLg0Q9DlDrkKN4sdNZNJRbkyX+B4Om2gfKVU0gDkZNq6A2b9vmMyz/2966omUrchR/gqOZgjz6CHSOHyGtUEsEBAmiAH8eCWBkUd4mkT8IYlc4T1nlOy5fzy95gAFE6lJ6mDx8/P2Oop7x1KcrvXLijd9XiHUdPYFLzcsYKM6fXC1VXzO8QT8H5AyZ+De5YwdNRIrh3qLQe5pRBkSGg4Pygkud+olVKWbloqhzwvr/dE3gchtM/+uFailmgKG7dyj5x3jbVSf6dtH4gHTMLSSU5sjnSa0NzNh8RuYhNiQOXqpaB/GXC+2SD2qlM4yYqrFyD+EF82UOSbcp/amxPtaj+9pAMfJxM+8TzNwJs3pIODQOzLK+TxLBdBTFkQ1u/Fa/qrKKca4xIJkDBpuAlONAlXzicah5KjlvNzXHxeXHl76QEoEwHieTykoeNkYemOX81Nny4WxRtl7v0eVWXz4RUez6KeUoqndk9DPFGx8NfZC+eWGIgnuKNJcVEOyUAk3/O72+tGjP/RTnk3UCfJBk0JnHf2Wea1zhVN+3dmi1cQcuSlxipQ0Ob0a2Ju+2yx5JRqiH2kwHiUT9Q+GrX43or5AlFIkUAZ1isXEyU0HHrVKSSeRzYlPB638qWYsfGAsxmwFUeUSewQ5EcS4n7tB/NEQaS5bNB1VeRz4UACAHmbgAxQ20bEewB5lIxEZQM8aukuIYd4Yt35oO0r55XvVzAViUZNpk5B+iNZXqjMvH1tZdOxSl7Jn6VB7OZhi6Uc/fSVZZ3w+KREKUHKKeWzkSBHlM22gs+hbOsoWhpM8XDi5aRiAvClPtCqpDzG1ACvLdRl7ASQbh0uYMMvtftIK/jE00ciUDbloDvXK4qEaT0QU8r5jJiD8KRkOZ/u/EBkVCannM+RFO9XagJ1d/K6gHf2ZOPHFbvNfV8tl0YYplsN6VnNs0FCfYaeimcSusDtwHI2DwS505jSzLpvth6IjXiimr3RJeD3hByxkDNj2wss3uOskZmgXN5LzIa9x+U+xOOaUvaPsnkySyc93j08qDTvROqYhywP7l7N3PnFUhkqwfloVTZXogETxN1oRii2GI63p2ySTQGRUk1L5xB/nle1AIL17JXlzAOu6CL3RsMGihuNTYNnbJExi5BcL6Km0Uduf+enc7Y7FoReHy8QosZ99FGv6iFZql7g/USBZ5bmK6/nxGaYg+YuGoJQA935oJDrDpXzSQrCS0ELw0OtS8WcYsC5nXB3Q6f5iPei2ZsOOpOrkhKlRLoAyi/NVI9fXlruXaCvCTZkNPdAQGnAUnUVCwL2ADbiqQnUVLyvd325TAgvVg/nfPmldh9pDJ94+ogbNIgUz3mxHMCdDQgpoOtXyOmvv0uZMiW78yF8eE1ZIFQxRWHIecn5MXnCUjxSycrGTGugtEBWdKINZIIZ2yw0XlDFM6srSuni888O+zOxAJKHeo6SM3r5bod48vg0GzEa8QQoPm90rmy6fzRfOvJR3WyrgL3Qa5g2IAeUCS1sbP7+998U9xzjW6SjnQk5D3y93Ay7vmZEVRLFlzn0hLePXrbbIZ068QoFj+YXSrDa7Ed5FpLKNfpmyS456GrGU811RaG0z+GVlfKGEM8SOS+KGhDPlJuP52yT54GCiU/c7Q+maRE0tPydkPkJa/aGdLxTsfj0+hoRs0u9ABHjPSLSY+V1jMeRQ/NBaeTCXqCHjc7BDNhY4dV8pDh24u+4O+qZoAVuqF9Y3pc035e4LHyrKMxXDZojkWMaM4UflriwtGpM5HU0fN4OSUt5fuxa807XKiFf9+OUfKQVfOLpI8XBgsICGY5o0Iyx98gJyZdjQdMMyLjL+WFwabCcD0EVYpo5QE75+JILzk6xN3qNVDpZIfIs3g99s0KIjZIKlKJIpOuXMKX25JTZ7XI7xHPSmn2iirNBgWRQTuQxRZvso6Dx5PZGxUSVe/ibFeLvc99LlLxtsIirjSQ1gA1kQKeKEpc0e9MhiRSKFsbOzzDOk2xLMkjt869qU5fqBYR4QlSZukSpnk3alLX7zZT1++U+x3rAgVLGeRASWiqHKI82KPFGA97vztXyy+Mn29FNPPEjUhomx9L2Og63skN1YtAnvavL74sV+EUhvLpxiDRNx4aXH9TdOV6n/xTxg9Kxj/Id62tcm4/em7HZaQC7f+RyibO7t0WJmDZjH83aJiVs1E1K2DRc7QxOwGJDpOA9DkWUsa98X1qnhWij0eVvz5RUhG41Doof2xc8faQ1fOLpI82BmgEJCUdEKJPuPxZQTFloIKh0rsZazicg3Z5s4wVC9gkrt0v5EFNU01iN/ar08JiiKTgpDXycN3+6SJQaVDF8lXR8R0NCc1Ggixq/HmDgQHJBRzWEhUWY848ipxsEGrHiUaPvbhbwe6LOkO85qk8d5/zyHBg5qYDApHapUq/3w61LS55o/3FrpQweTe2DcL/YoYJDPBWohYAgfEgcZXbINN3WkEGOxy4vIx5i1DLyOjkf/B+PHoebFNlTqCKBTn1GTNK5Dhmyy+Qzg/7OBpbayb09KGgJUDI1uEfVuK0vZ1lk8OvFO2MmnjZ4jRLo//HsrU4uKhFKth+UpjRKyW4/aDigXNcVAp5AZtlAjVu1R0a1avORF/YfPWEGTtkoH6Ogck1oMtIQeSZa2Zh4b4NkTUVKLrBPYbf4dO5289QPq82YO+tLVQL4Hk8faQWfePpId2CxpsOao5rH13mjZKEJkNLfhaAytWT5ziPSuBALaEjgiKRmQgjyZkExDSWnKKqoByx4lKgpzVFORj1JCzAe8fqhC+X5X3L+2ebd66rG3Nx0KLhY69SipqVyilpIY0tywTlpVyGPKJU0h0A8Y+loD6cWYhlo/eYMyR59YexaIddgzIrdosrJ9515hnmgReSJLCkJ5qVDqiFt93613Hx9a+2oTXEQG5qB7LzPH5bvMf07VJBzxkxxyrFfLtgpDUC2Wsd5Q8nmoOSM75FYHIi3PfsdoCa+PXmjaVI6hymTO7zqx4aPEi+lfDrcP+hRzXM+u4KBAwq8qm9ei4qbvE0WPlJIWzyKqYJ7gecOwRxzZz3JBIUwj1rys1wbOuPdftDW5XNFTNZQOwiJHLc3KWYe+25lSPMRSqGXh5T8UryhkHfILrBzku28WZrB4onNSi2Q1EBqAMMWIKA+fKQ1fOLpI8OBBZU3cA6vpgaIKZ35KKVazoeg0qCwaNsvTidpJODbjOTdpFkCtUr9YK+MXy/+LogpoyeTuzCHA5mAd3y+VLx4dN8SCB1PwLS71I7XjdF6KQXK7RBPiAX+Re08j5d4As4jU4t6f7xQFkiaetqUz22+WZJQZkfl9ZrGklqARBLE3/KNGaIW0qjj1SEcaU474Pq9PnGDKLsQdMgUXuilOw+HbRCCOOlcdGKE5m09ZLp+MD/kewZM3CBHrkvOF38kJXk2JVxnd2MT3eMQtXV7j8qmiUZBGoYg83hreR1BrIhXUgzqViXJk87ski77BhRexnnGA5qAUI/h1C91LO+8zpqUyikHwf7jV+6V52b7Qelip1GSUjyk2r1Z0PB4FHsC/Wk+envKRgnF1+aj+1qUFHuFWlloqoTsAojpnqMnZGiDHeb/ZLsyojA2GTBNiCybD+7hkwmazB5sWVJiqN6YuMFUyJ8y0WM+fMQKn3j6OCWJKW+uHOHyHFGPIKR2OX9XUDWNpZwPsbXHAEo4sysyB29i/qwJHlNVTGmEwosYj9cUEkAZkekjLNpMeiFT0j3OMBL++Osfx0ObWl5I7At01dOVPn7VXkfxTCo5JKLnloaBEPeHvl4h5V1t0ABkf6Y1uI6UYFE835i0QdRMOt8j4eCxxLmeb07eaE78/Y/p16qUkBFIDJOMInWmKyB/4YK/iTdiqAHNWRxYR+oUzSYkFDJK2gFqIdmrY1fulc56Avw1RomgfGwNNEYpsQKLH2uWIuN1G5fMLlFTDAug7B/r64D7VyOZUJ6ZZuUG9weTojjC5YNSqZB80MoJflAlnnqfQtTpvGdTwN+kOkIGpk4+KpvnEvPU96vle8kORYF+b/rmkHgr1GusE6BNudyySaFJ6mQTT4BfFrsFcVh4lkF6m77m49SFTzx9nJZAPSqV65yw5XEWOSGmVjmfj/EsxlrO5/sifS+ktGDWC4WIhhJTbAbnO55GmrGe/mG1+WzeDvn/NdXymefal487ZPpQMEqJBofkdLDHonquG79ewuQhQHYjVlJwf4uSZtG2gDXiug8TFD4mMukkobQGZdWfVu+VbM97Ryw3399RN6zKzaZBz71NSthIQKhP/PWPNPxA8ijBM7UmloEL9nx2G9/3rSv3Kt5Qmnj4GKVNSv2jV5uSOS+WcjwRWBBPbBGcSy2zkxhx4yeLnFglgFKYLYXOddsKecSPChlkWk+0KCbFG5M3CEHktfFAy+j2CjsflNdh4PwG8kE/nr1NDvWDzgv6Y/Ei2yiZ62Iz8pbaklH74ri18nuufGeWvH6OBqsdKKKqcpJAsGLXYSGg1QolbCBalcslxHPK2n1p7gf3AhsINk902vvwkdbwiacPHx5A8WBRCjc9h87VPUf+MB/M3OIQQiasoJyu+vlITOV8Sm8c4YB/lJK4BlsDFmnGH6K4otzEo1LYU4tSU93A50mHMOQC/11SS+2Kc4J+T/I9ed4KuoNPFjh/KF+QYUrkxFnReOSFo3/8LZN1En7WmIfblBJ1+NHvVsrkIYgK5wiFGPIZS6MYHk1b+X1rcqDJhY51/LDkVT59xX8S+g4BpUFJHy+HAgUd6wAZsODd6ZsTqak964ROQEsOuK/xijJmkyajWIgnr6khM7fKx8+1LxfXJDSuFZOwOMiy9PKD2mQeBdv+/ZA0rkezMjnMcz+ulQ2Vkk59L8AH/kjb0hKJVemZiXI9i1yW8N7BUAAIMzFz+HTtnNuTBbKSCa5HeQbaZOTDR2rDJ54+fCQBqI10p+LfgniymBK3o4Tu73/+NfuO/Wl2/fK7U8pX1RRyEUs5H/+oO1OQMjNTdBT4PFUtDSimCeopJX7b2+dkeKZSmd1uXtHZ3P/89580VeA5TA5Qr3S+uQ4ZSOs4GjdQACGfNKDgBSTOiBgvNw64/J3ZLzpP1FHIDFFL5IKOWJTQkPLlwh1RiScqOPcUoMGMcq8ST/ywBN7rBgOCy4Gv89ff/pKSOkQURVOJvJJOoPyD0jz2EYghpC0lwQhNiOf3y3abx9qWiagA8loiNoxOcZ5nuIlLsW5i3H7Qz+Zvl5KzkvavFu2UTvYOlfOG+EHJmEUlhHi68dmNNSXh4NDxP+Wc8jZgb7Ygry3L5pL7l3J7eiCeADuBEk+e9431i5zsh+TjNIBPPH34SAYKZbtQFhkIIiU87VplsYIshYtzoTkEQmI3PwUC9wP/R4mJBaihtiLqBuRDSvmZL3DKiXSJ0xjBY6NUHY9vL9YyIWHVGsrNOUoJb6CSTkDOIufMazpTWgKCwkQapvEwOWrcXfUTEWJ3Y5HdHc1sc87nXV8udTr1IUGrdx+J6Bvl+SuYm148x0VOlBUYPGOzpwKLJxjfIgeEjmvkjvxRqGcZmwQh6cltmLMVNZqXUAl3Hzkhwfxeo3sVREfR4ERDH1N+UgrqB8UHTj4rINifJkRK8hzqB+V+Xr7zsHkqOJHIjXZvzzL3tigp3k/g3vQBPLXcwxPX7DV//R2/VSY1YHfZ0+XuNVPeh4+Uhk88ffhIBiANEDgII0HyscalQMTIDOUgU9QGJObhUSuc8iydsX//859DUPlbxL+453SHK69zuKdGqbfrnLMC0VXqM83roZ4SBA+2H/rNXP72LCFa19ctHDEQHh8fzRhwKYL8k4vdLoWYCJs7vlhqvrqldppOq/LCE+3KSPA6gxDoTn/+qvIRiScRXTbIs4SEkFf61z+Ba/rJnG3m5asrhv2bhMwryPxE2URxv/q9AInEO3pz/SIRfZlsjvAkkmpAY4xCm8MUjK1k8lK9YpfJGE8avpISg2SDznBIN1O3Ri7aFZZ4cs+9PikwleuxtqVTJY5oxy+BBjiU3W/71AnrB3U3cK15pqWQNW0+ovFP4XXPE/jPRo/7ARsK3fPpARBiVFgwYMIGmXnvw0dqwieePnwkE5TYhHge/M3UtCaVxAtU0FcnrHfCulkQmHzjVk4UlPR0LKm7nM/n7AzBcIDcQph0drQXyC1FwUEpBboQ41l74vIyovq5pyVBECBE5F3aXrekolOQUIGp9zcyVwycJbmVr/603jzcxttbmVZAOXvl6gqm65D5Zvj8HRLbg79ScfCYi3h6qOD8zJCe1UyPjxbI/4kM6te6dFhbBJsThXbBQ2wg4qpgVn1ukln1dMuIjWQ/rtgdQjpbls0pc+ZR8LQxTueN00TDoYkNgTGeOUy5PJnjUrTPsBqWIJ54LplkRnyWWyGF1LHBqlssm2x4UgNaMUAxtv2gPWoXNK3enCkeTjeYgEaJmtcozUdYJYhSUu8niRdEZtnnntcI55d7ZPyqPemGeNrXbvj87aZLjfxRUxp8+EgOfOLpw0cyQSmSjuDkjM5kxCTd0TrT+/bGRc19zUtGXNApPXIwjcQLv/35txMZtevwH+bx71aFEMMDLkIUaRIUhxs0Stw2fInzf7qh6QpWxZSFFR/dVVUCwdpJBedVPbEEo+Odg+jd+tkS6RSuWYRZ5ifXM8foQe1Ux4/4090NnJKlO+idErMXGpTILvPmNZuzyrMTPYkjhEwVSW4Pe2OCgokXVkeKXjdkvhl2Qw3PZpyhs7eapy2VDszZdEjUVEgnRGnWQ41NzovPl02HNijRia6JDURCcS8RkcQ1YNxprIkJRBfh1WUiGY8XD6qbXBP1gw8WL21qNcShqgKdKMTrhoip92duEdLJeaBpyPZ27jv6p3nw6xXymlI/6IR7Gppa/Sc739NswHTz9JVlxdupaF0utxDPCav3mefa/xdxvG2aweopokLx5OjVZuSttf14JR+pBp94+vCRTOALA5Hmx0fCvqMnJL6GhZzSNyMWKUMmF3gNtbEETF+/30xau18WcZpX8GtSwrbVUlVP+ZgoJHs+dzQs2v6rHG40HTBdCHKi5ifr/zRuhFuEGVGpeLFjoIzdqlxu07N2QekIx1s59q76Yhk4mWBkIo073AdMIqITP5rH0w1UYm3qUeL4Se8aJnOmBOJoDza4yaMZhJnvSjxpRuv+4QLzyfU15BoocaWT2x6DqTj259+Ouow6p+cUHyTHXc2KyzhbopmYJ49ayQYGhZaDqK7ARiCHHNHGQ6JiQjzpbr+1YUKmJ7+T2fQ6aSc1x0w64fFZM0nu54vj1jkxYNgLsFKwsfw+6PmkkQgSPmrJrkR+UBv8jluGLRY1m6YkrjvnhgoCjX500ON1TS+A+A+dvU1ew98t+9lcVTl1FGYfPnzi6cNHMqHzuiNNOooUEwPpZJGirDq4e1XPzuiUgLurHX8qjz3cvHE6pymBMo7UDtoPKKi/mz2HTzgNMdGALYCDmeRegHTS+a4B+0pMGatoB/VT4lUQX7N4x6/iX73zi6Xmi5tqRR1fmZpAecQawYhJSEqLsjnFuxgP8QQvdChvar4w2SGO134wT1RL9WsutPI761sz1RV4cu9oUkzK2Po7un8433x6fQ3ZjDw8aqVTqr+/RQlJZeD+Q7XDz6noWbuQ5+Njk0AAOQdNRwu3/momr9snuaGQOK4Xx9M/rJFNGV3okFCvewUv8FPfrxECx+Mk4geQW8v9QrMO40JTE0o87/96udPRT8Yu3faMy0SxfnNSIDGA/FCyfzm88kEVEHASHejEn2hPPqpd0DQvnVPK9JTb0wPx/C8oeWKd6dukmGxKXhi7TlIa4omt8uEjVvjE04ePZEIbCfBJUpqLtVuVAPK7v1wm04TIC/2oZ3VTIFvqdWk74zJdykw40LRDA1G4JiIWVdQvyChd+MT5UH5PCvhdGtgfCa3fnBkkpQFy2rx0LiGeqGavTFgfNkszrUCDyu2Nipq3pmwyj323SmZ/u0vt4ZIOFDScsejT7Q0oc3d5f54ZfmNNaeqx8zurFPSOOepRu5DYENSfSKd8h0FzzCUXBCY/QfT7X1XeVC5wqXl1wgYpZz/TvlwI8aRsHw10ulNe58Dvy+YLJRQiSug/hHLzgS0SN6VATcOPygaIsjw+Sf4uZAziOSkYyM5jfKljhVTdTKjiDyCdmc49S0LnIbua3oCPGCWYTU+nqvnD5oOiFj4/NqDSapOYglxfmo++XbpL7llAQw9d+imR+JASOCOYjTty0U7xvbJxeeQk+6d9nJrwiacPH0kASiBGfLpUdcwe5AnyGS50XkGp873pW8zLP62TxY6swIFdqzil0NTCoeMpm+MJMaAUy4FKe22NAtIghfJFsP5812Qd/HyU/e3yfixB+zbwNtod1zbo5ObAa+qZa3rpBZJ5mdretb5NikupnAgg5mHbiifd0JRao+HaGvkd4sn1IgS+c5B8QrIVmjjgBr5LmncYmYl6h0ptK/Lvd68qSuSQmVsckpnJFZNF49m5Z8fRNHTGGaZo9ovkuKlBkeBY2UBJfur6/U6zG9OSGKcKyUQJpYQP8UQ1pKzOXHUTJEHhRt4mFxDyT+duc8r5oH2lPNLQZTc5rdx1xHy1OJCx+tQVZcKSRDZpNCcB/kUNRQl1vwbYJGnCBA1bS3f+6jn6My1h58azkXjyirKm98cLzUeztoqqHe39zIePeOETTx8+4gQh0V0/mOdZWm/22nSZylI4+4XSBEOpsfBlF5ksmc6RhZkF79FvVzqhzcycJi4ptUvElETpsgVMQ0otsDATjs3Boj1k1hYzZsUeKbNCmCC/19crLKSIYHmaluyYKCWkO3/5PSzBjAbxmXp4TQEKW+IRpYGcU/4P6UhuPBOK9+udK0n0FCTcBn8rFuJLYxbWA0rgELDP5++QwQONXpnmfA/NTJFwU/3CEkbvNR2rYnBa0IygjYG/Nz04q12Bh7FLjegTlMKBjRRWAw42ZUUfGet8jao7EUQcCrJwqz03ySFvdzctYVIDkGDUR7cn+40uAU+uvUGk5A8xg5RGI4j6fsCUos7VC8jBfT162W7HD+pGx3fnmq3926SPRp7gYyAuq1npHOIHZx49No908fh8nDLwiacPH3EA8tbr44WyyOCJQpGBENiB79qZ7l6EIZ922HuX6vmllJUWvkQts6NSEv+TFiifL7N5s0tlabohl/LzBTvkvFGCHjBhvUx9IvxcG1dsMEWFrmEFyhjkyG5+gqCqbzWe60f2IocXWF/p4vbKNeVz/J9rGW0hRtnFP4lXzkbeGAPvuSeuqZZPSvZ0mhOTxGbHvn+IMooEvLv5s2TyjMq69v155qNe1c384FABOurJILXB6Eyaf1Li/uS+o6xPBNYHPapJEsPUdXTJ7xf/oz05Cew/+qcZtXSXXPeUahrjdQrh1M0AzUBULNjgtCmf0HmuwKfLJobyO0poNGwOvgfYGZ4MOHDPi7cHIYDCD4+VDSjNPdH8v6mpeNp39OOXl5FNCXFoWIJo5vPhI6XgE08fPmIEXeA3fxroPqf8SXcrZUUAkcITlfOS88wtDYrKIsdBFBDTWbS5xsaXC3fKQbyOKqRkXvIxEU2QnJQipVpmz5Lp3DT3lLGYkrV5R9Pi4h/7aPZWUeE4X5TGr6yUx9xQv7A0bOh5fn1iIDRcGzVeu6ai50QVYqgo3UNCaWhhyo2Ca0E5M54R1HwvKiOHTl5yAyISUsoPqqVKVFFNUT1vqFdE5ovzGBR8f6zoVC2/eXvqJln8GSAA+awRbDoC0WKLNNRe8UPfeuai888W0knpvv7LU+XzKKuovHSqw6fH3FHfdBsyT5puxqzcI1OOUgL2deA8sfHg+OOvf8ywedtCSDq+50e/XeVEaEmXfOkcoibGG0F07MT/zMApm+S+wz5w9plnmN51C8n9OOCn9UI8C2S9MNF91T/4eCCO7ozRSIqnV7Oe2w/KqND7Ri53vs6oTg4sD5B9fK9p1dijzUU2SBG4pUEReY0+++Na07BEjrB5wj58xAufePrwEQMoFdIINGfzIXPhuWdJxI2STqA+KBQmSsk26Gq96dNFzv/L5b1EFnpKfZBRiCkHmYU2iFZiAQgQ0uC/2S+Sf1Fr4il/OY1FqTynPRIgSr3rFpbGlwmr94oPFHKH7YADryuzohkHaTcpNS6VPewYPzyOxXJcLAeh7Zzbe0YsFwL1+jWVTNVCWaT73j2WdJcVGcW1jQf4UlG4w4015W8zj1268l1ZqTpJSq0XkUBTF3E+EOoRi3aYB1qWCvn69UMXmmE31PT0QY5duUfu15DPrdoj6vOIW2pJVqg21RTPeZH5bN52+bhRieyiRnKdXpu4wQyautm0q5AnVTcrEBrb68t9UKtINjN57T6zdOdhaa7iGDh1k9y/DUtmN01L5TT1S1wWUb3Hb/z1kl3m5fHrHZ9to5LZRc3T164qyIVcTX08b+4N/LGxdtVrjq/Gq4UDr33i0mjAwu9qg4gljidGrzItyuSSDNz6xRLmxacm3Ldjn0bFRKHlPkH9xn/rw0dKwCeePnxEAV4vfJmU0FHfKBVSRrahC5nb90kDEpmOgNGYxCVR3tPfS8PF1oPHhYTys1sPBJTSrYd+Ez9oOIJz8XlnO8ooHtKEjy9MNCvcJp4p1ViUHKBYtS6fWw48fh/O2iLNJhrD4waB6LGC7EGUPjIl7xqxzIy9s740f2kDmBvMK4dguKc+qdcUNVVHl8aj7EE43aQT/LR6n/lp9UTxtzqlfEcx1TipgGpKVzUNW5wTxkreWC80s5N7h6glMjp1ehGgaYbsUx4HfuM2FXJL3BTkEvWOzcyXN9dyFE/7vPcI+kaJUqITff2+Y9IoRRZlSsFNYTfuO2bemRqIfgJcB0rTPFb81NM3HJDHMGP9AbFWQIY4UC5pasNygCJqK41Ldvxqnv5+tYTdA14XdN03LhVqT1BF2M4J3XHodwmPB4+2KeN0t0cCry9tnuJvxQLC5CGekN5bGhaVmCsF05oo9QeyQ8+TWfEdquSVeKmU9luGqwiwIUCd7TN8iUy3urpKvlRN3fBx+sAnnj58RMHLP62Xkjiiz1vXVpIpNW7oYsMCdPj3v6RM9vyYtVLeAzQnvNixQsgixgICEcx6YdZEjQuocJAeLdlzbD5wXP6FFBHvQkQOhxuUmFUdVTKqTRxZY4xSSitAxqsWrCrNRJwr90xsUCl/6Cz7aHj6inLiJaScfO9Xy0SdDqfYoSThw+MIp5odOP6n0/ykDVB22D4kIV7wM7LZiDB0AMKhs8khsZWfneh8jXna3y/7WRq2ug+Zbz7sVd3ULJxVZm2jDIJuNQuYZ64sJ0TvjYkbZGPz5YIdoip7RX5B5BoGc0EJrKcMDuHg99FskhoNJpxfJj1B7msVyWqW7zwijxMlnHuD7NIOVfLJQa4sEU1MT4KIcu6Yec5Bdzr3OcSMyUtMFlKV/c6mxUyvOoUTPWc2Hdx3QDvSwfNj18imjzGdhOjHo3ZimwmXNOAGJJjHhOqK/3Xho83M82PWmO+WJUxIAqi1vDY4iue4SFTQ9pXyprgf9IxEW4LA2F7OA9WYZ8eskU23Dx/JhU88ffiIgA9mbJHxeYCJP+FM9qiM2oUMGaSBQJsY7mteQoKZ41m4UQU1Q5PGDxt4IFFqWOxslZSPIb4suhzztoRGuQA6zE/8tTCkbE8zBPO4T2bnKs+TkqYX8Wz4ylQpTfJ1294QDig173SrIvPcUfIGTdskEUdJAYSVXE2OqgUTfx3VGhUuRC21CGpSO/OVcLjD5xX2+NPf/vpHcj7dKjElZfVDEm+EokZETs86hRyF0x6dSvIAj1tVrcD12GqW7zwsFpO6HhuueOAlrH02f7uQTAgiSQCEl6NmEnAP8XSXqAlc53i0bRmzjczQYIMSPljdoNno07iokFYvor07OACBr/HaBTQ6oUpz3sjYjPU1oRuIonFED/GcGxTPLrFZ41buNfc0LyGd9dzrNOBpsD2XkHzYVbuPymYK6wDnqXaRbHKdqRzEOqY00nXxeqo8/6falZX8XCxD09bvF0uLDx/JgU88ffgIAxphNBAab1y0aBkIHMSzx0cL5P+Ecg+4pqLEyaQkUE3tUZg2UFsTGpsSCKk9MUjHMdrAtxpocAqS0SAhpUSdVl3weAoB6g+PV5VEOp6JE+JgnCSNSCy6kUgB5wa1j854fm+NwtliCkSPFzwGlEkOjSiygUWD2dxukIhAkD9Ej0iplAYjMznwRKKM6dAAvMS3D18iJXQdE6nEE3R+f65MgOK6Q0pJXmAsKc05ySWebqDoQ6LAQ61KSvc6Ae0Qzx+X75bSeKSGFh4jTUL5slxg1u09miioHyhJoylJx3hquXr7L8EZ7VkzyQYDBZT4JECXudfrKxw2Hwx2tMdYZrcVRYgnVhOIp06j+unuBmI/QHFGDWYDc2vDorJBpPyOD5TNAMfjyfSDRmu+K57zYonuGjJrq0yjgviT9+nDR1LhE08fPjzA7p7wb81DZI50NBw9kUAgICJDelYTpSItQRNO5QIcoWoRzU08JxY6rAKopFsOBkr3lBtRzexwaxs8FyWikFJVSekEjnVKUzTQUKTzxfHtUSrH7zjzwcZSOv1g5lZpxoA0c0AeyLdsWz5P2MfQqWo+M2/zIQknx+PIPPe09rhqmgCANNQskk2C0umM//rWOrKJIOJpd5jmJz4Op3pGQqZgww5qrDtyasKaQDC9k3lqgaauRq9Ok9niEM3utQsJcaacjV3DrUImBewXUIpRbXnu/M5uNQNyMnYBiCTPe8KavRE76vGGPvPjGke9xWLSr3Upc0XFvDKKlvuEsjz3NNOaONiE8H0QUBRPu8zO8yRmi8ave5rF10ijime48bPhwIQqLA5sBKhg6M9zXzBiE2/nI9+uFEsFk8Ho8O/fobzcx6OX/Sz3Nn87Jfygkb7zrmbFxQLA+8VHs7ZJ9JMPH0mFTzx9+HBh3pZD5vbPl4jPkmgTsjajvYHzpm+TttF960YdjZiW+DVIPtpVzGPalA+1C+Bn09K9o5YGFVMt93Is2BZauqcESIncHQPF/yldxtMJrVOc2lbI7fjl2lcOdFND1jj4PD43yrBMBaJ7/aVx66V03LVGAfEl2uCa4YVctuuwPBf8nowlTcs4KZs05s1ygXn2yrKSnUmYOGrcE+3KSJk0nIKt1go62FG3AJ37xbJfJKoXCqYb5H8yavLoH39LuR9Su/vIH0Lu8SrHApqT3GAGPcpXQrZpoBkKshPvOSWmCWJIcsOLHco7P8+/DBd4c/JGuc5exJMkiDcmbTCfzt0ur1Ea/tiE0IykjXWozxx0Yu87ekIyQ/l7szYeFBvKFwsSzgNB6cxif31SQHGH8LnvpWjAf+3O8IwF/B02gjM2HJARmjwHt9o44ubaZuTinRI3RXd/+0GzpfnrvhYl5Pux9rBp4z3I9oOWyHmRNNvxOoqchRq9eQ7P+sOtS0kE1NtTNkqJP5aIKR8+vOATTx8+LKCU3PTJIiFjqBEsipFIJ8oNi+QbkzY6n2MxTk+kM1pXO4ohcVBeo/FQcbc5zU3a6HRcFFNUUnxoHGRA2mA0JKVQJaKqkkJQ3Yv6nM0H5edRfm6sV9h0em+ufJ4GChuoQc+1L2/ua15S0gIoAWNteGn8OlkMGe9H6dXuUIaIvNO1imn/zmz5G3QrU7I8GcQTsoYi/dLVFQIjCWdvNc3K5DB1ikYuYaN+2cShb+Nicm5RIQHE76WO5aUsjcJap2jAhsB55iAeyf5d7gBzON9r11QSksr9DwEKB/fPAsgjj88rdJ/cUr5mJy1gLeg/LmBhgThBrmyw2eM1hW8T0qxNNJDMEQt3mlcnrHfuZ7rtH2tbOuSau4E/F5sMBySeMZZT1u6T+0ehpBOwCUNlr5z/0pjK1jQ90QkPYvEgu9GmXK4g8dyTiHgqGWcKEiNOaViEZHId+H6U6ZZlcwnJpgOd34NVYeLafaLe8tpgUxeLHzSaOMrPMwQC5ZthA29dGzrpyYePWHHGf6yc6RRHjx41mTNnNkeOHDGXXJLw5unDR2oAUtXpvTniFcMP+On1NSJGqbCI4SFEaQBE12jk0tpnW8UddJ2aqPj0BFGKJt7TINFCnxTwtkGntfpINRKKj1m4adoIB8iv+kghUHjwAH5CyoOPj14tqt6Pd9SPOgaUIG5C47WJh8WzZZlcooBRwtVNA/5QSpZck69uqZVm87HLPfmTM6r05gZFRD0HNPowRx2SNv7u+lHDwgv1G+N8jG/zr3/+lRGTqFrEKcU63QdbhcYoKd7tVkUIiQJSd92Q+aKuQSpfubqinDvN2iTwX1TUwydizkFlPr2XlxU/aeGgn9R+vXR5f640xz3QsqSQMdRdxjfymADd3ajF+CGTihavT3dK6xqF5H7M5JrSfd6oRI6wKihKfJMB02WztfrplnGrv0RGVX9+kowRxVpCFSESUG0f+26lk0FK4sDTV5YL2ezyWh+3co+U4jl3CmK83H7QG4YuFDX45Y4VzDXV80f822xM2g2cJdWJETfXkkqEDx/x8jWfePrwYYyU4ygl4i3DR/XlLbUiNtXQkHHzsEXiRUSpo6SL4lb6ifGilk5/oFFEFSYtgSJT/NFx8vHix5pJRE1q/z3Oo5butfMeT6nG3MQC1BxVS1lUwy3ovIWhjjEliMxHBf5aCCgbAkjNnV8uE38lv2vMnfXChtKnFNiYlHp8vPP/p9qVMb3qBsLIf/vzb+kUhqRTGn/56ooRI4eKWHPOFdULZTFDelSPqywMCYYM201OkB23skeTWvcPF8iULogZXeT3jwwE80++t6HjRaQhhw0IRDRQ1j8RJKX6/z/M0RMB4h0JvIYo3apiit8VXyMNes3K5JQ0BnDJ+WdLEw5RT3S5JxWc0zJPjpcGNs4B3lbC+jtVyydd8qjj9qQx7h82MnhDaXCjOqCbGh0QwfsGPuKkgGlSKNiPtiktCQSx3Ft28xGeXmwFWCHc15LNhu0HVaCUs4mAmHKdYyGedsNcqVwXmx/vqJcm4fY+0j984unDRxw48vv/zDWD54rBnzDnkbfWcfITvUAH7Q1DF8nCykL43nVVnWzPlq/PkN/zca/qicKqTxb2Hzthajw/WUjDpufbnFQlFsKlZHTD3mNO5mQ0YAcoHJzipF7SQLPTRSFTgDbsO2Y+nLlVypGoggAiQwmedAGUNJQibBQf9KiaqhFSbnXx/e5VTYuyCTPBWfDpIucdeEiPakKwvECHPyTVjXXPtoop3DzSFK1ra+Q3/TtU8PxeiBcJDcQpMZ8eEgjJjEaUvUZWQuxavD4j5PNUFSCme48EYo0igctEmD7RZCmxceJv1uqfMH6U5zb5voZOniuEmqlJk9cGGpRQRm0w0ahJScZ45jQrdh42AyZuMJdXyG0Gdq2SpMdD6D+DJqoUuNSM6lM35p+jwUqbj4A2H3klLLDU4wcdtWSX+WHFHseuoHj56gqyeY7FL954wDRRsNkc4rH24eNoHHzN93j6OK3BTObrP1koZJGuY0YQRiKdLEJ3fL5U/I2QoA97VgvpZIUM8btoNkgvxFMXGOa0n+zyP14/RjxyfPLbNkd5QSHG9/fZvED0EHOiRSk9+JvZHpzixHnVGCAbkCLtuIeQknt6ecXcUpJkFCcbBALGaSBh4hTEkwgbSvSEqacW3N3o7sBviNfN9YuYwTO2mH6jVpifCjTwJFXfBbv9bRTImknIUryYuTHUi2uPqvQ6r8NuqGF6frRAlH0FHsK7mpWI2ceMjcBtJVj1dEvHa0ipngqCBPMf/sN8OHOLM3EIVMyX2bzQobwpmyfxaNCkYtuh0LxPfL/2EAFUPNIVOOiUZxMxdf1+IaIokzt/+UM8orZPNCn+TgU+TYgnmaaQ4lgbd8I1H/WoVdDc37JkyHlnk6VNV49dXsZMX39ANmj4QXl9ofzGgiwXnmvub1FSskYHTFgvDYE6jc2Hj1jgE08fpy0oCTMODrM8yiWkM5y/CrWAcPPnxqwRLxZTVlA63eVa7Wp1j848mfjlePoZl2mXfImH0agWSoUQRfB654rSjatAfYKQhIblBxqc6OpGmYMY2eRIYT9npj1pZziAjFYrlDXVIq/cuZJeRI2yMYQGRY2FfFC3KiEqLM8dYqrAJzp83nYp0dMkw0zzeEDziVsBRfEPV67HboLXmWYojV5CnWSwwlNXlI357+INVDBRyW5wYTME0fr197/M5/O3O6STKUCPtC1t2pbPneLKtDYD6d+J1nDG+0KP2oXkYLPKJB82oZTl1T6SnPsoMKAgi7wXjV+1x7FkxAKv5iMIMX5zwt9blcuV6PxhU0Bh5+D1A9ktmSt27zfqMx5l0iVeGb9eGuZ8+IgVPvH0cVoCjxeeNbxcGO4/7l097BsvBJXGBg0C71wtv3g6vfIj6doGGgmUHqA5jumJeDIHnMeFSklTERmLKJE0aND8YAP1Cb8sR+OSob/nj7/+EfUq0NgUnOQUjIJiQXWXE92g2/2yi8419zYvKb49Hg//TwmiQ9OIAmJNs4oblMrpKOdx0E0+etlu0z44mx4fX9/Pl4Z8P81JlK6JA2L8ZTzEE7KlDSm24sn0IK9uagWqGQ1MvYcudBpV6KpmGlcsShfkmbGYCmaru0u3AyaulwYwNnUouRBBjkgB8skBSQoKyG08f4eRmHTTc7AhhXxxn9UvnryAfTJ2IZ7cB/EQTwXXgulPxFFp89Ftw5eIJ/XpK8uGHQuLss0RD9gsPHNlWdPx3bnmq8U7zbU1C6R5ZrGPjAufePo47cBiQfA0izxNDe9eVzVslzPkhUkvNK/ARR5pXVoaVsIRE0fxjDCDO62h5Itu6PTiOR0yM6Di0bWM+qLh8czGtqN3ogHCUDr3JXK4rzGdytptb6ul7nI9yiQ+OcXF559txUBdFBKcH89jc0cphbtnsB3c1bS4+ASZQlOzSFYh4Dd8skiIiAKFHXSpjtq004xdtdc89ftfMTdJzbDK7JSv8ebd+9VyIZHc05Gm0fC8h/auLt5mjXG6Zdhi881tdaL+XSwNkDP3THAI6WfztpvXJ210Gnko25IXGY4kpRTseegoqkkF15TrlxJAmUSFJ8qJeyep5et6xS8z4+9uYAZN3WTenb5ZOtZR+mk+wuucUs1AvGcSVI/14snRq8y3feqmaUauj4wLn3j6OO3w9pRNTh4hIy0bh5k9TH7lDZ8slPxKFKs3u1QWlSMS1O9JEwbKVLSYnNNR8aTEjtKGQoLKg6JMtzlQtS+5gBDwfLNemDXRpgJPIU0tg2dsdjylNogpotxr+wwVTL1xh+VzUIp1d1nbpXa3v9MNJsFMWrdfGnmIMgLcd25CASrkyyxEm6YjCHvvGNUx5mwrKBkzTIAoKxp/8JFSro2m9H3Uq7okN4BAWXivEKZw4DWko1BtMBOd8ZTatMPzebJdmbitA0kBAf4KmpVSs8EsHkC2ubY0AE1Yvc90rRn5ekQCSvq9TD6qlMc8MmqVDH9g/C/3C37ZlFIn8b/yWHmtEPgfS1e8Dx9+DoKP0wrD5m13FkLibcKN5GNxwqTP4o/pfuSttaOSTkDJilItQF1LD/jltz/TjeKJBUGnxrBosejjO0SdROEh0ia1QZkQokgY/eOXl4n4veSJViuYxSHt+PlQ/CgLo06hSpLhWPrx8abJq9MkE/G5H9fI139ckaCqEaQeCahQr10T6BTnnuNg+pMN9UVyzuhGB18u2CnqbjRA7pnQo0BZhChfHyStWB+wn8SiMK99ppXz/1s/W+x4c93gcaEk//n3v6ZusWymfFAZvOWzxabbkPlOhuZz7ctJLE9akE42HU/9sMb5fyTSfDKgj4dw+JRAsRwXmy9vriVRSbw30Xx01aDZolDaI36TihwXn2/ublZcPias3o6g8uEjHHzi6eO0AaraE6NXyceUNsP5qEYu2mmu+3C+xIVQkhx9e924OmoTfJ7pg3jqvPD0oHiisLH4k4eoREPL7MyYTutMwOvrFpJoJY3IebVTRcnHVDAG9bxzzhRlfOnjzc23feoIQWR6ECValDo8wjTcUM6nrDlk1lYhXLbiCdm+44ulsukhU3HFrsOiiNtw+1GViIKirlGMbJjwQmIbwB8bDfb34J3UGKYuNfKbi887W4gujTKxAPJJ9I6C14qdn6ogUYASL+fnsbZlJCsS0EEN+Sdzcur9jSSTM63SFr5cuEOUYkW0sPa0RutygbL/3M2HJEs1JUD5GyWSuKgOlfNKfBfNR81fmy4h88lNVMSygT+aysrrHuq2Dx9u+KV2H6cFWBiZ1c17bI/aBZ1dug0Un5d/Wi+hzKBN+VxmQKdKcTc44AmktJVeGoycUvtJjjxZsiPQOAHHeKhVKfkc5IvOah3Jl9ZAPXy1UwXT9v/tnQd4k3XbxW/ZILTs2bLK3nvKRgRRBJGhvgIOVFRcoIKvihsH7j0+BfRVUAERB8oWZO+9Rwtlj1L28rvOnfzTNE3SJM3u+V1Xrqb7aUZznnuc8/4CtchBO/qH+1pq6/CL+Tv1hRkbzLjgxRWRnhgHsPfPxOMGCT5pGfcW43zHGFEzTmAPqrx4vGw/dCqD8MSWu2Fox/SPV1SvIHxhCo6qZ8PyaWLZGfA2NeDxb8AoyG0tystn83Zq1dOVl6gjEDDvzthqy4pHzOxndzS2WYjBHgkb1uZEDFvx9vz+cBuvtqj9Abb3x1hTsgA6Gd76oAYajG3AmB1JXHhe9PHAV9NT8Fh7G8tHjePUBN7T5aPMQOUcfp6oYsOPtF/T+Awz14TYw4oniXogeO7/ZoUmfGCuDRYjjnNdsEgZ8r8VNtE5tGMV+fDWRj5t1ZoFox1h02oP/XIRqiqv/bFZr2Pr1ogOCFG0YlHRQ1s7FGA5B7nTWDT7de1+rU5iBg4Z7/Oe6KBiE21uiMMRk9dJ69dmy7szt9qWh1BRwgxn6yrF5Y4WFWTUjbVl7J3N0m0Ko6WNpRls8DerWNS2OIKfgU1xZ9v39pZcELaYi8RsqmmJI3scTFubbIvldAWsdVzNm+LYEI2Jk6VViWnLTO5AZXpopzQxDLN+JHnNtJ5EYH7TtF3R3sXxGxCuEGzRafLY7aMxKxQLr2qnY9UT87OBAI9TLB893Kmq3u+o0l/79t9qkYWFL19/Jk7U8dAc9cuGLFdRSXRD4UmiGiTZ3DV2mZy9eFmNxd/qUz/D5iU87Pp8ukj+3HBQc9bhIzmsS3WfNzTDrdVuRE0oW+1o40JgoT0M70pHc3RUO0O55AEPRWzYG9Fk2rFoxcJse+HIjvJM95rqxYkK8rszt0mr12bLyMlrZfuhjKb2aCfbz7uhrXxfuwR5rXc9+eH+lrL8mc6y9vkuWm2yB9Wuq52c7EC0o6KE31l71J+aZDR2oaWKiUWtFyH0nOSNA5ifG/DYduYhaWadUfX0FGw028+h4sQOJ2+Yc4WAN2BDH7ctcuWVq0LzfwDz3cCMUlQMk0hbR7rVtcx5zt92JMM4hr/Q5aNrq8kfj7TRIAP8f8Ty0Y0f/uPxyYcjiFXFWAWe50hGIsQVFJ4kakHe84D/W6qzmg3LF5ZP/9Mog/fmur0pctNHC9TuBcLsu8HN05mX+4KpeMLKx5OFjUCCeUoYc4ey4oljwOIBGNS6oq3itj/lrM2ax9WSVzAZ3KaydKheQiuwD363UuM97Y3UkXKEhKUPbm2os78Ql6iOdn77bxn09VKtSJpKz1HrQpfBMYkGt8no3zdrtQk83LGK7Bp9vVaikOqzeGSndF8Pj0hs0aMqC5EAYfz7urSK2A/L90r9F/+SRi/NkFs+WShP/LhGPp67Xatm17+fFrfZ08XtDGN6UxnFJronwH7J5IpDkGP5DuLT/E2W31dW5zjhE+rOring9mnTNupt3qVWKVtLuXyYVjyrlrRYeKGK7OncbVaWjyZi+eiWeuozi8fVzZ8s1Fl4b5eP8Bh4sL3FD/aV3zame/4QYg+FJ4lK0MKE6ESLD//I0d6DHYw9SAjp89lC3VTG12CJCEk2WQVVMgiEcxevyH67FmMowIKC6Xoh6i4UTFq5VzeY0Xp+oF2aUfkvq5P12NB6DoclD1S43+rbQKt4qFZjxtKxZYgWM8Y1fn6wtTodwHcUhVrMc6Iief37C2TSir1qUWRvwWR/wgNj+CHfrtDkF3wvwghgfWMqvngbkz/9YxVekbOHt5dNL3WV2cPaaVQrKrBd7bLfTXUbCUNY7Hlj+hbdOoc9lGHg18s0DGHcwt3qJoCTM5wcVStVSEU3/lzMtnoKtutxwoZkKTOra/+5d/s3tInufyU0J2F/bTyoPry4D7DkZOIyw7XiifsfNmOBbLc7/j5ktM96vJ1WsfEYGL9oj3R+a5787uXyEU5EEOeK/6kfztke0OMmkQuXi0jUgfYUKlCYkcNZOKIw7U228Y8Uxsp4YQZowX94W0OtavkDDNujmqLG5YdPeZxpHcg2O0Sfo89kMIDIMpuuD3ZISBfNaLbZ/eXd6Q8gojDveesXi/X4WiYU0xdlZy/WJssbFcKv/9mlVUdUjIb9uCbd19rPVKIdfs/4ZbJs93EVQu/3byBdrTN99thXM8Fn83ZI55ol1ZMUXrHGL/aeNqLV2d/W7lfRgHnNNLP8U+mM0gHEpmNsJsYfIMJg7A+Q0IXnBP62zMYzIDBcpUNNXJYkzSsVC+n9i8cfYm7B4DaV9Hlp4jLDdcbTzHl+NGeHxqli/tzxpDkQFMPyUd8GckujOPnvz+t1QQ6RwnCgwPKQJyeHaOE/d0MtuWf8cg2J6NM4zvZYJcRA4UmiCrzQ3Dt+hdrgoLX8zd3N0rU5z1+6rIbKqMKBgS0rqJejv218MOdpEZ6npU3VEhLqjfZQtdlh1I/qH8Q3TMsNEGjY3MVMbVaSYwIBZt4w/wbrJ7QcsWiEiqArKha/Wl64qY7Orn63NFGriSa/GyBDHuIUtkwDv1qq1V+kI305oIk0d+Fd+eFsS449MOkwSBnCTJ6jCMHCEoQnKo6v9KybLklnZeIJzXUHyFzHeIMtyenIadlz9LSOFjimOSGVCKD9akzy0eqHiLDEiuZVYfHVP2nb8oZbGsdJzquukonLk+SxH1ar1RQ+ZgjmiCdSk+BWgKrzA+2raPvYPCcQwRqu1C4bo/ZeOPZ5Ww5LtyA+R1pVKa6Ps4/n7pBP5m7Xdj/snR67tqqGFWR2AotIVFTP52w5LC9M26iJV+Fi0k/CAwpPEjVgI/Ph71fp3CC2kJEvbX+2jcoMttuxvQvfQCSl2Ishf4It7ZmbQp/ZHsrFIrT5EdsHIOTsrWvMUlGHGiXSVUHDhSHtEmTxzqO64IHI1KkPtc606oSqOsTNPddUlhs+mG9L5QHtx8y1XYcIwmOzRmnXW/wmUx2LRtiSX7zjqOw5ekbnQtGat6d1QnGbSEFrFHY5AJU9IzqRjIQqprPnDNrkpkqK9qh9BRPz0RDOuHgKtveLFMgjOXNepUb6T/y0JiSzzlga/Mj6+BvZrabGfq63eoki5MEY8odvu72MLnvB+SGYwtN++QjeuvCkxcLQq79vlimrkuXVXnXc2nfh2J+7sbb8s/1vtbFDcIEn4Rsk+8AZTxIVoH3+3ynrdZ4LLcwvBjRJV/nB5nHPj/5R0QnDbET/BUp0pstsD7GlUijjMvGif/LcJd3Utm+3YsljqrUFHArvTk/nPdF2LFEor2w7dEpGTd3g8ffi8eeuyo2/H6LUlXWN/ccf6lhVxyTe7GPZRsdmtmOrHMfazzoOAIN0wzeLLbGw7aqVsPmmOoJKPyp/iI2965pKsvTpTjqjZwQk/DZhKzW8SzWteHpC45dnSpd3/5ZDJ8+ruMOI4JOT1moXIphgoQ0b/3AsuKlBWf0YxHu4VzsdU4xQcUSnJhTAu9aX5SNUxe9pYwnoePHXDdqJIsRA4Umigtenb9HWHhyQsHWM2TzD/G2HpdfHC7X6E1ckv0x6oJW+GAcSU2kNtaXSMWt6TjFrjGewwNLKuIUW+5qnutVIl0yDOFIsfcXky2UzHA9HIDrf699AH1NY1plsHc/wBOPx6fxzF7Qy3+7Nueqd6PgCbr8VbvK64ZMISybw5E9rM1gnwWgctzFmR3GSdfbCZZ2xBANbpRnGZwaEqBEMmPWE32aTikVs7XkAMYn0o+8HW6IYnQHP05mbDmbqLxookCOPGV10eO19e81iUYUwWGbLjAZxhXXRDbehq1jSYODr8hGcDHD8qMR7Y9NFoh8KTxLxfP73Dpvx+2s315Pr7DZ9USEa9PUy3exF5jY2193N6/mLBKvwRBsTIiDUOe3BrngiGhJ2MC0rF5P2DiLfLBV1r1c2ZBY7ntIqobgabQNsuUNQ+SI84deJjHP4dyI1CzO3eGzAO7HV6Nny0q8bbX6bH85O2wa2N6FH1RJVR4j2Ub+kpRoZL05ULQGSjBDLiWozqpftqnkn7vs0jtcMdZyooUvQYcxcTUiyfC5OZg9vJyO61dCTu3PWShzE6OQHWtlOMHCbYSEFYhlWUDjhMwR63g9tfXixmuOtG5fW+UiMoIonKtlp2e2B3273dPnou3uaa0XzUOp5XT66e9zydF6xBow2/Ld7TVv3AyejhARUeL7yyivSqlUrKVCggBQuXJi3NgkIPyxP0tkj0xpEJrFpV8I25tmf12trEy3d/w1urv88gwGEHlpTAEscoW+1By8uc2PySZu4hECxFxpouZkX0XBtszuCuEoIaLRtH/puZaZtQ1SAELFpgHck4iSRgoWlnEc7V5N/RnSU126uq61MVLSwBNPuzTm6oW4yzR3B9yMzHtoO2+qoNjnaFwEszhlLpDt8yEGHCXiZWItQxLHg74YPLk7a0PIvWciyrIcUpdetaVRPda0ujcoXUaGn37f3hGZ4P9+jtrpKLHiqoy7MBIOfVuyVtXtTdKTmievSjxjYKp5hvNFuj7FVwuLYRR9ThQK1fPRIp6q6HIhRgC7v/K3OC47HeEO9MtKiclFdYDMRqoQETHheuHBB+vTpI0OGDAnUryDZnD83HJARk9bq9fvaVtZkGGOnBDsPbFQDzKe93bd+0KtrZiZu55FT2Sou840/N2s7rnu9MlI/Pv1JJ15AIbSw5Y4KdCQA4YaWOxZSsImPTV1X4CTn2anpq5EQnY6uCVjeQOTlX4+2la/vbCrXVCmucYPYTjdAlOLn2YOlDiwwAeRtGwskgPERtDYRC7nj8GkVkH2aeBeGsO1gqgz4aqnGXNoL2kn3t0p3X0Jc46TutHWG8vbmlnY+WvDQudhoNos8wQRjC3j8maorxiXsSZvxjAzhCV9hPO6QgoXN8nABj1+4OPz+SBtpbk0+Gv3HZrnxgwUaUWzASecLPerocwgnnKEcGSDZQHi+8MIL8thjj0ndunUD9StINgb/hId+v0pfrPs2idPKGkDL55ZPFqmhN/wJP769kS5ohMLOIxzmPIO91b5wxxG97WGg/0QXSwSlPWabvWfDsj5HkoaCkjH55J1+DXRmEMbvv6xJ748JUAnFBvy3ixPTtcrdPfZwG6BF/u09zbWKVNbO+gttfbS5x/6zK10KDARVrTIxKjCfnrzONmMHcWsvNFFRtvevdQeEDdrTXd+br5v8qGQZYA3leF8hEhOzqPg6VG7N52EtdUM9yyLPJ3Mt4y/B5INZ23SGFst9qLg63j8mMz5czeMdgWDrUjt82u2O4ORowr0t5E3r8hFOzHp/slBPSszsMuaEB7S0nJhgRASJXyR7E1YznufPn5eTJ0+muxDiCCopg8cv139gaGO+2quuvrhjoQAzafAkRKXjh/tayvUh9Ii0bbaH0FIpmFvtEEDIFDdLMRAh6Y7l1Hm1V4mkNrs92FQ3kYAQfPbRkhBuqBQictKeOuU8by/XLBOTbvYQohVzls9P2ygtR8/S2xYWQdiahwiG6INVzY/L05ae2ldPm6dtb535dAcqqrA8gsD9+p/d+j6sb2Y83lajLqGZ0UpF1rm9TZaZocQCSVWHmekHOlg6D7+v359uJtaLAByf2HH4lP4NAN68jvG4xloKHqpmDCay2u0HMlTAwwH87+1jXT7q3ShO72fM1mP5CBV8/F/AeAm6LqjEw+eWZG/CSniOHj1aYmNjbZf4+IyJISR7g3lJmHCjXYsWD1JmUOnBMgXSZiC0UA3CPJpjmzfYwEQ+lJZK+Id//HTwttp/W7dfZ+vgPWkWchw/DzPxuuViNSM6EsFiECI+8fjDPKZW0VLOSd9PF6nXIeYKn7+xlu3rjTWRp5jser0+sqO8dFNtqVisgC4KYYHumtdny2MTV+ss3bAu1fTrXrRbTJq3Na2VuXave+9NHC9ao/BpRGUc1SsELsCKDAIYCyTX1bKIHvutZMzqoapYrVRB9Qd1BP6knWuWUgFilv7sCVSd++VfN+rjC0k7ZtHKHnOigGpnJBmat6hcTE9CcJsv231MwhXMz2MG+bvBzXXMCMtHeI7cNXaZnDx7Ud0twLszt8qhEEcJkwgSniNGjNAnrLvL5s2WiocvjBw5UlJSUmyXpCSLHQghAC/w//lyiYpLVJK+HNhE2+nYoH5kwmqtgOIFDxna9jGFoQIm8qbV7k3esb84efaSvhAHo+KJ2x5JP+Detgm6RONIOEZkegtOct67tYFufW9IPil3j1smN39sqbKXLJRXJt7XUhJKpoUWlLUu6XgLErVgWH9Hy4oye1h7+fyOxpqohPsTt+MNHyyw2S5BBA//cY2KYFQvDaiEOvMKxVIQlqT6frZIZzlha4UwBbT6Hf1H721XWd/ixA7PP8zowVoKum30zfUyVBUNiEc1oxXB2Gaes/mQzpXmznmVVjudYSqekTLfaUBSkDFg/8NhoSxcnSB+t1s+wv1y7Tvz5Ogpy/9tzAWbzgjJnnglPIcNGyabNm1ye6lc2fKPyhfy5s0rMTEx6S6EmPbegK+WqAUNKjFj72ym/5Ax5/n+rG22BSMscsDGIxxALjRG3yAMDqe69nUMFEetVkqwugn0YhWMy7G4AcFpfCAdK9VIv8HtcWP98IrI9BZsfL/dr4Fex/Z6cso5rfBMGtJKapWNSWel5M0J0JqktAqlWZQDOaxzfhgd+eWh1pomg9k/VCwNS3Ydk5s+/Ed/N04yUCFDxQltcgOE6Xszt0nHt+bqjCbEI0Yi0FJ3FYWITfWmFYvIxcv/anwiqqNgQIsKulTkCixBta5STIVyoD0ccdIDOyqArHr8f3BGpG2023N9XUvlGaMcoUiB8nX56I9H2+hW+7mLV9TQf5s1zQv2XMvDuHpLAotXr9AlSpTQCyHB5MyFS9quQdoL4gaROX3l33+l3+eL9cUaiyyv9Koj/ZpazLbDBYi9+KIFVJBhtgkLKtG4WARhDUEDHulc1anwN0tF11QtYbPjiWQcX/wxc4n7GhxJveCT8ERcZWbfVy+usI6XYJkOrg3fL0mUVOvikclbh4VN/tw55bO/d6qJPKplWExBixwnbgDjAqN61JLaZdM8Ll2BCvay3ctl3CJLIECZ2HzyhIskJHswDwthPmFZkjzUsYoESi6NXbhLx1lw0oPf44pISi1yBAECGOPAoteqpBNuRX84AT9jBA1MWrlPXvltoy7EGZ6bukGmDb3Ga7svEvkEbMYzMTFRVq9erW8vX76s13E5dSq02dUkskA1Y8i3K2Vl4gmt4sATEEKn54f/qOg0Hws30RkOlkqYCQuG8ERFC+MPqDT1t/qo2oMxg59XW4Rnr4aWjedI5odlSXLvNyvSfQwRgmZb97BdxdPeOD0zYDXlKRCmT19fUxY93UmesZp0G5AqYyxt0I7H4hCMviE6sTX/4W0NZeJ9LTwSncb83p6Xe9bxKOccBvPw/8TtAp9Sgz/HK2En9f6s7TYv0UL5cmcqPCNlo93xJLZjTcv9MH19+Lfb7cEI3i2N42TWsPb61oAxj++Wpo2GkOxDwITnc889Jw0bNpRRo0ap2MR1XJYvXx6oX0miDFSVMLuGTWhUcJCvbrFLWmhrb/78YOt08ZjhRigtlYLh4YkX/i+tZuVPXFfdabsWFRq86BfIkzNdqlSkAQH94extmjuO7WK8iM57or2e/KzZm6KtRLDlQGq6RCFvQSyhp0AA3tOmsvqA2oPoTMPuo2d0Fhozd3jxh92RN8s1lx3mk9t6GDeL32FcAL5dtEdSzqRVgv3Fm9O36Ilo/bhY3ah2BZaxTLU3Elvt9tvtqF6HYmY8q+AEeEyftOUj8A99PbMlAROeY8eO1SeH46V9+/aB+pUkisBjBZYt8EvEwsCndzSWVYnH1Rgew+lIkkFEn6t5rnAhlJZKwYjLxHwtkm0axBe2vTC6arNDdGJhJhKB0Bz1ywYZ89dWff+B9gnqXYi2LV5MAap6qFrab5O7Wr5xBPnqBvxsb08wlmYyL4dxlHJF8ksOH/7j21crwTQnHqau6FSzpNQoXUifszhZ9CfoeGDRCYzqUdutL+y+42f1PoSpPpbAIhFEn+IEfO/xs7rYFqlg+Qizn6i8m0hNkr0IKzslQgzvzdqmM2UozLzeu55MX39AXv5tk1q0IEll/N3NPDbHzq6WSjYPzwBZKUFMf780yWk0pn2lyQiVSN1mx1LO0O9XagsbfyLskp7smvb3Yoby7mssC1Wo0NvPsXnKx3PSbIe8tZrCHGdmptwQfk/+tFZavzZHTdaNzVZmwILonRlb051EYbTC04qbVj07uJ67zEo35Hmrl+jNDcvpEpQ7bItFRSPLSskxMrVDDUu12TEuNRJHB1B5N3PRJHtB4UnCjvGLdsu71mWVYddW0+xlpMXg9QLzbDCMd9bSDUeMpRJGBM5fcp/xHWmt9jF/bdEqEnwT4TXojHlbDqsQw+JH6zAeiXAF0lfgG/v7ugNqDfPBrQ1lUOuMW/tPda2h7V4YyRu8aeliy9cXcPubFr8jd7auKIPs0nsQp4mt97dmbJWWr83SyE13lXiIS2yxI2cbrfwpQ1rruATSaf72okWKEAd/dyYwMwyXBByP8Yd0R6RFZbqiax2LI8T0CG23EwIi49WbZBvgF4iWpkm3mbxynyzccVRfYL64o4nOs0VSxQIJSpjDwxJ0ovXFL/hb7f5vLWLsAWIM3U2ILldMsS4VwQLIMa883Dl40mIMD6si3Idj72xqi4N0BC31D29rpJvH9hvo3mL8Gj11e7j+vfnpPgah+a7V6glb70bwodU+5cFW+rnaZWPU3uZ/SxKl09vz5J5xy2TxzqMZhAza2HjuoT0N14jYArmlv3WJ7/O/PY/DxNbyEDt7qKxGJiI+1PhAYovdkzla22JRmI/mZAZO8vBYQwcFLh+ERCKR9UpAopq5Ww7JsB/WaDu9eqlC6kGIf7DYxP3p/lbS2YsX5XABItm0KGGpFExg2ByI1CIIlNHWF34sdCCL2VW1cKZ1U9ubhZlwAPGLN3+8UKt7OHnAFngrhwUeR9A2fNpuZg0RoZ5gUoeAJ21pdQlYtU86jplns1ACfz7aVp7vUVtHGuAugOfRF/N3aiIR/DR/WZ2sn/t16DVqcdO5Zkn9GsRu9v98sdz44QI98cN4BJbGYL8EHr+2ms2C6K5rKqqQhE0Soms9xX7Mwj7i0xc+mrNdPUpRvTQjDpmxx9pq9zZJKtzACVDbqpbH4R8Rtt1OiIHCk4QFyFmHbRJeIFHQ3H74lLYtEXv580Ot1Zg7UgmVpVKgWu1zthxS83JsSsMk2hVoB6JNC+GDKlukgGounBNMWMHkIa08th5qYueviGrh/hTLJrU7jCsAQLveHev2psgtny6SRyeulgN2sYMLnuqQ7gTgmRtqqZUTFlFMXjpmQSFacTIEJ4gvBzaVWcPaye3Ny+t9uX7fSU0Aa/vGHGn2yix9/iFpBqbshrgiBdQnFMAn1FPsl6xggg5x6wsQkF/Otyw7PdO9lsfBCGbGMxKtlNy12wmJRCg8ScjZejBVDeLPXrTMQKIKg9m17vXKyMR7W0S84XgoLJUgMAJhIK8zhX9YojEHta7o1iDdbLNjZCJSxiNmbz4ot32xROdSIQJ/ur+lVwsQ9h6e4OHvVzmNrbTHGLMDV7cTZjOf+mmt9PhogZ6kYbvZ0KVWKRWEjpWxt/rUT+eZie4BxgYcDb5f6VVXFo3spPPUmMXdb7d9DhcC+/fBvW0r2xZc7Ku1mYHMeQOqr76ABcMLl69Im6rFtWLr6WM26VhkWynZc23NUjo6gWp8KNwyCMkqFJ4kpOCF647/W5JuKQM83KmqfNC/oUavRTqhsFSCtyFeoEExP854Tlq5V9u78K58oJ3rtjAqfYt2HrXNd0YCPyxPksHjV+gJULtqJeS7wS2kmJPMeXfAtsfRT9MsymUGLMIcwTwkKqId3pwrE5ejYinSs0FZmTa0tVydx/LcGGi3QGRP88rF5B6HVvQEF4bdODkZ2qmq/Plom3QfR2W73ZtzZMi3K1TwAlR/sWwEQedoteQO++fyx3O3ex39OH/bYbWrQqsf2fKensygMoznAmzZvEmSClcwa2vGPuDpSUikQeFJQgaqOBCdiIEzYHMYCxCYK3PnyxdJhMJSyVQ7URmDDYu/bIWMtc6DHRL0BdAVU1cnq0hCNGO4W6agOoy5QdgNQUxhHvXLgU2cRn9mxjq7uUdEW4KP5m5X0eSMA3bVxAc6JGQYaej63t9a5UMsZt1ysTJpSEt5t39DnbGERRJcE1q5cQsY1qW6VC1pefyB39cfkBNujNxhY2Yqg5/f0Vgri9CHEDi9P1kovT7+Ryudd7epZGvfu/t5rsC8858bPBdNaM2/MM2Sxz6gZQWvLKf2WJ938UUKRE08o/HMZbudRCIUniQkpFptapCqYsAs4vf3No9Yv0dXmM3iE2cu2gRh0Dw8/dhmx5Y02q7lCueXAS2dV9kc2+zhfl+i6gZB8+aflvGB+9pV1ha1r3ZdSDAyoNJ7a7PyKsAfnbBaDtnNZBq+Wbw7Q8Vz15HTOnpy59fLdDyjeME88kbvejL1wdbSuEJRPeZxi3bbqp3uKn+oMr7dt4G2Zk0FdYoL66blu4/JN4stbf/RvepKl9qlNY4WS0t9m8TpSSEsjBC/+ezP61XEoTr8rfV7PKVR+cI2Qe6pJdA3i/borCoez492dj1X7Iw91nGAaGiz249X4C7FiY434w6EhAMUniTooHJ2z7jl6dI3qpUqqPGXeGGNNlBxhFgLZrv9mJ832lHV+niOJRMb1Wh3IxCb9p/U+TMIle51LYsQ4Qh8VYdOWKWCGjx7Qy0Z2a1mluZR7VOLAFrCSO7BiQAWd1BRtecjO+N4iLjRv2+SLu/MU0cHiMXBbSrJ7OHtpW/TeFsH4J8dR1SQYo7zZjcxkYa6cbEytGPVdFVNR8GH22LE5HUqkiEy7Tf4sbT0xi31ZcGIDvJwxypSpEBuXVoyf8vYhXv0Oe0pd7aupJV4LDMhDjcz4A7wzkxLpX14l+o65uENNvP4KFgsMmAEpFkly/9KbyrHhIQDFJ4kqGDRAgsX9ksO7auXkElDWoV9S9Y/c57Babf7e7Ho47k75OS5SyqiMqtimmonPAfdteNDCayeBn21TH5bu19n/9AW99Saxx2OBTwI9I9ub6Q+tJh5/WC263nPDmPm6ab4xcv/6nPiz8fayn+715KYfOlvw3ELLRVGZMVDfHoC2vj2lfdVSekFMpKTUFHEctHT1zuPMcSS3+NdqsvCEZ3U19O4NWBkxmzOe3Lb4DF5W/PyGRKbXIGY0tRzl9QZoV/TePEW458bTRVP0M263c45TxJpUHiSoIEqy8jJ6+Qvq7ejMbz+ckATKeTw4hptmBfpHUGyVPJnqx22QqYqiJQYd3NyqIIhVSac2+xoeff7bLEKQYsxfDO/L0DZ2yJZNsfr2KqNC3dYUn8cW+8QcBCHXw9qqseE73MEbdVZmy3Pn/+0qODx8WB04IsBTWzvw6PU3lUCyz7ghR61M42iRQX/9uYVZObj7eSrQU10DMAbuyw8ega3qawVcWTMY4HJFRuSU2TCMstC1Kgba/s0o7k7SoVnV+ucJ5a+7GeFCQl3KDxJ0EDaCNJQAF5AXrqpthpeR1qiTSRYKh07fd5vHp5v/bVFZwMxg9i+miUr2hVIwMGyWEy+XLZc6XACow43f7JQxwFQ3ZtwbwtpnYkxvE9cdZV6biITHSdcvRrGSZ/GcVr1Q8sdgqrZq7NsXw499fT1NXSeskMN1zZBmKfEz8DSD/xRvQFfb5ZSAAzgcaLw1KS1WmXtXLOUXF837fOZgdZ/xxqldAzA2/GE0rH5pHdjy5gAFrucgdvthV826t97Y/2yttayN+Bn7InCVjtAYlNjq28s2+0kkvB+bZMQH/h03g6b4TRiBdF+bJuJiIkmgm2plFbxzJqVEgSaWUYZ0a1GpgLDfG33emU9NvcOFquTTujSDsYQ4Ck5/q7mUt6PVTD7uck1SSc0CQgUsM74murz4dTz0v19y+cMi5/ulKlf7dkLl2XCsiS9ntlylys+uq2RVH76d71+wwcL5LkbaunCECq/L/WsHVS/VcRoTlyWqHOeEOmYRbXn17X7tSKKyM6RHuSxO+PIqQty5sJlFfYw1I82cCKBiidSjFzZahESbkR/qYmEnB+WJdmylRFZN/mBVtlKdNpXPBOPncnUUDycUoten75ZK04w80eKVGbCyNi7hFtEJqyJbv18sd4usCX6aUgrv4pOAMsjA2ZhEbUJIHy2HTqVwbzdHrT+//PlEhkxaa18MGubTF65V1vQGHMwj5dpa5LV7xYCCvOzvoAqJcZbDC/+utE2QlEmNrjCDLe/GXEwrX77xxIWrcAD7av47L9pqp3428LtRMgfXFfbUqHGY8XTiFZCQg0rniSgYCZtxOS1er1pxSLy2R1N/GrxEymUicmnlZtzF69I0nFLFGO4LxdhFnHulsO6Xf1El+qZfv3MTQfVuB7CqHH5tOjIUDNpxV5tJyOOFS3qT//T2CePzsw4kmp54Yex+/RH2+p1bHv/vfWw3PftigyLR/bAQgkXZ2AspXRMPhWh+ntOnde/qVyR/HpbQ1TZR1JmxtCOVWwzuwDVztubWZZ9Asm/kvEGeKBDFfl5dbLGaG4/lGrz5/xk3g5JTjmnf59JSvIFM99ZsXh0zXcasJCJEynYKmF2HvZdhIQ7FJ4koBTKl0tz1hvGF5FnbqgZlVUHTytNlYoX1NY12u2BFp5HrXZKRX20U0Lb2FSpsYFc0YPjtXl3NigXFub/+Bsw3mH+DiT+wBbIG5HmbVsXFLdWOlGdfHfmVhm/yDKXiWWae9pUkgc7VJEGL/6lc5UA/pyoikJYIvlo7/EzlusnzkryibP6dUZ0Apy8PDnJcjIH0B0vWSivxmaipQ9BircQbbiUK1wgXYiAYxoT5nchyvME6z6z+zXVShVST0qIJmy4v92vgf79n82zbLv/9/qaWUovS4zS+U7HJSMITxj7U3iSSIDCkwQUbMj+OjR9DF92BXOeFuF5Wjo5d6wJm1b7b+v2y9q9KVq9Q3xpZqDNZzwZezYMfUQmTNaR+PPVP5ZIR1TNRnStEVBBjEqkqTJ/tyRRxvy1xXY/XFurlDzTvaZNAN1Qr6xtHtbdCAOWfzATitQgIz5xIgAfzX1WgQohioUuXEyspSN4HBhB6ljtRZzke7O2yhPX+TZHmVUgxCE8p65JlseurSaj/9gk5y9dkRaVi9o2t33FttEexVZtmPNEAMKiHUcl5czFsLUwI8RA4UlIkEiwVg13BthS6cyFS2pG7murHRUwk+Rzb9sE3f7ODCyCoGqGtp83cYaBAGbow39cqzORAILvnja+t2s9xczYYVkHF7NJDhP5NlVLODWaRyylO9Bmh1Y+aLVe+nXoNVKnXGy6qi4WyVAphQjVaqntuqWCitlTfA0uOJlwBozsccFme1ql1FI9RSUVpvGBWjyC8MYIxPxtR+ThCav0tsPfDPukrP7OaN1od5wfx0wxQhtmbDqo/q6EhDMUnoQEecEIOdXBaLOjteupwbg98E3cc/SMCk60hj3BVO96hdi7E1Gs93+7QrPMYQw/pk99ualB4I8JLfFnp26wvQ87KVTv4LXpGL95KPWcPgagqTyxCPpuaaKK+iYViqQTnQDCDPcTLq4qp2j5G0H6w/IkmbnpkNs5XWcgaaicE0FqWvolCubNUjUZVU8ITyPY4RNas4zn3qCZxWVG64ynAZVhCM/p6/dTeJKwh8KTkChLL7JfLPK2YoTloPdmWtJ1Hulc1aMlHCzFwKoI1Tn4LYYKCDrkmyOKFSMCn97ROEOl0d9geeizeTvlk3npt7LnDG+fYZbSsGSnZbu9RumYTM3aUX3+3xKLgfoAH+1yEDEZmz9WKhcvKC/9Ztlix2b7kPYJ0uq12eliPHEfwtzdvnp6KPW8VtCRTuQqoQgnOWUL57MI0sIFbG19I1axHGWWq66yH/K00rxSUfWkxKgAjhexrFkFbWekNBk3jWgGKUbvztwmf287os9hX044CQkWfHQSEiTMQhFmARHZ6BiFGA4b7Z//vVNbsjjW/h7GE5qlomuqFLdZCAUbiN8BXy2RpGNndZ4RyT+OvpD+BC1uRBW+8tumdIs/AMEIrkQnWLLrqL7FDGNmYNsbM564XbtarXN8BXnnuH3KxuaT4ddVV3HSoXpJrXKaVi1EaOsqxdIJdojr/SnnrC38M7YW/l7rMtT+lLM6J4p5SstMpeXvsweC1gjcYT+sVvN4s/gEcQrRipGI4T+ukcevrS5F/OB8seeY5QQPi1cF8kT3S121UgU1HW3nkdMye/MhvydxEeJPovvZSEgYgVhQvAiigoSqZ4NMfDGzah5fzMuNdlQMv5xvMfl/4rrqGVrErgSYicgMVZsd85KodOLvRiziuDubebSF7ytYEHth2gZZbK1cQsg93b2mfLVgl6xMPJHpTKz5vhaVi2X6u8ZbbY9ua1Y+S9v4SCky9+3LverYKmI4uYDwxGMS12FQ/8SPazUnHpVHgK1ynIi4cmKAz+iBk+dsgtRWLbUKU7w1G/wANkkfzM6YVoTnBkQoxDa2tE21NM5aOfVWPEZrVKYz0NlAu/3juTvkj3X7KTxJWEPhSUiQ2+0W4XkqYMLT17jM92dtU1sfzAraRyu6A0IL86BI5+lSu5QEG3hkYqYTx12nXIx8PahZwKquiL98a8YW3VhH8S5vrhxyf7sEvcCu6I3pW9LZKTkD1Uu0qzEBgfZyZmJx+Z7j6qN6e3PfbXIuXr4iT/60Vo8ZoxCIuTS0r15CSsXk1Y14tLoReQrB9sIvG9TayBMQeYt5T1xcOQwcPnVemlsjQhEeEV8kv0WoWsUpWvl4XuBi5jwdQQVf2/fWudI02yhL1dQIZcOeI9G/WGTP9XXLqPCE9y4M+O0ttAgJJyg8CQnyghEqXoGc8/QlLhNC+PulljhGxBN6Ohtq2uxIUAl2OxO/G61ZLN6gzY+ZzkDMtqGihznLt2ds1UUd0L1uGRl5fY10YsvYKRX3oM3uyXznN4v26NtudctIyRj3cZru+L8Fu2Tj/pNSuEBu3bB3FI19m8RrBXLq6mR5q28D6fPpQpm8ap+eSHStU0ayCpaOkCtetWRBTXBCVGbLhGLpquYYD0nzMU3byjeV09Rzl/RrcEE11BmI4rVfgBpnvf1wn8FxwJeZ50iidtkY/dtxu83besgv9x0hgYDCk5AggjmsQFsqHTvlfasdnpOYwUMUoyctYLP48uva5JC02b/4e6e8Yo1URFsR2+uBMIb/Z/sRbatvPWi5v7BpDfHmeBvBwgpVV1Dcze2OiqIn850nzlywjTAMbFnB5+PffeS0vDNjq15/pnstp6IYwvPDOdtlwfYj8mqvulrBReXs6SnrpXGFon6rIJtmu6P2gxjETCwu9eJcb+abtj38S23VUqtAhSCFbRTmVHGxZ8bGg3pBcph9hdTRZB+t/nAIPvAV3I7oVHwxf5fOH1N4knCFwpOQIJJgLJUOBa7i6e1y0arE4/L7ugMqCJ7qWsOrNvfxMxdVmLSyq2AFErRtX/19k3y5wGIMf/c1lTTdxt+CAVGvL/+2Uf7cYLEXgo/lsC7VNRkGizKOHEm13OZov7urupqN9uaV3N9eE5clqYl6rTIx2gL3BVQSR05epz8HFeHejcq5jF3E52FnNHF5ojzauZrM2XJYZ1nx/V8MaBzySqFlMz+3pqA5A8IfllaIozUC9ZO5lvQjgMOH0T5srFzZmWEzvww2800r37r4ZCqoZWLzaYU4nIHYhPCcvemQ+tlm16Q4Et5QeBISAkulXUdPa4XRmYjxX6s9j0fiZLQ1UrJ3ozipXtpz83fj3YmKYzBekFFhfeKnNdoSBk9fX0MN7v0JBAyiGz+fv1N/H+6fO1pUkEc7V3XbGj9inatFRdGVSEMrHq1m4G6+E4+LbxZb2sQDW1XwWfT9uHyvLNp5VCt9qGS6+zkQ1BCe+J7HOleTt/vWlx4fLtDFo59W7JU+TTxzOAgVGPNAcIEJL8D9aITnmue6SL48OWT/iXPpYknNVj4qpliOwmY+5pVxcQaeqrCFcqyYmutlC+fPUrynP2gYX9g2s4tqvf08LyHhAoUnIUEEL1qorEDUoEKDalMo4zLnbDkkS3cd00qdN96JsINCSkqw2uzwJhzy7QoVR1i2eeOWenJzI/8ZZUOAQ9Ai1x0iBMBW6Lkbanskxo+kWoWnm7Z0mn9nIbd2QXM2H1IxhJlMX83v4VCAii0Ydm11KZ/JZjcSi/B4wXIPqp2I+ISt0evTN8sL0zbqTKar5aFwxIhH3IYmQhJOB67cDjDHezD1vOw9lraNb9/Ox/sQptjIx0UsZgMZQPXfXpBiI99eqHrii5sVUPmHp+fYhbu1i0HhScIRCk9CgggqaLB3QeVrx+FTARWemVU8UVl7/Q/LJvag1hW1YuMp09cdUPGMSEgsNQQSbILfNXaZLpVge/6T/zSWdtX8Zwy/bm+KPD9tgy3nPL5ofp2H7FKrlMfVxiPWudoSHs13um+zj1tkUTX9msT7XEGDWDx57pJGmN7ZOnPjeczHwlsTPq4Tliaq8ES+PSqeuF1gsfS/e5pnaaQB4j7YwtPTjXZU7M3GvKsRD1SsUSVNs41K8zSFOMWMLx6ruCBQwRkY2Ui3jW9nsg/j/Zj8ubI81gBbJQhPzLXC0cATWzRCggmFJyEhaLdDeGKzvX11//5szHWhOgiKZbLVPmnlXtlyMFVn5x5oV8Wr32MfkRnI+T9kbQ/4aqkKCVTkvhrU1GU0pLdASLw5fYv8sCJJU3UQC/lQxyo6N+qt4DMb7e5uc0+EJ05GUNXFTYq4TV+A4Pht7X49yRl9c12PxyD6NY1X4YkqOEzhy8Tml7f61Jdu783Xlj3EzF3XeBah6o5gTIuajPaKfvLwhOCGswAujcoXcSqqMe9sL0jtt/OxEIUTAXwNLuv3nXT6ezAfnD6WNP2sKZ4DmT3fmlYsqgtuOBnCYy7Q6V2EeAuFJyEhyWw/GJDNdlPtRDsa1RNXII3GbDs/2CHB1o70BIwILLbaAt3UIHBG1ahE3jl2qb6Aogo5/q7mLk3MvQGV2vGLdms0KDahQc8GZWVEt5pSOtY32yKblVKhPJnOd7rLZzcWSp1qlPSpGo6s+md/Xq/XEX3pmO2e2eIbjg2jF5j1fLhTVW1NwxwfPxNtd3hwosod7tjM44MUlQkxiA4DLq4SszCess+FyT7EKWazT7nYzDdgXresXbU0bSvfIlRLFsqnJxzX1iot3y9N1O12Ck8SblB4EhIqS6UAeHketbZ8i2RSGUH1CjGISN0Z0NK7DPBf1iRrhRAiJVBzf/O3HZb7v1khpy9c1s3usXc11RfVrIJq3ku/brTd9mhFP9+jltoGZYXMPDwh5sx8p6sRCIgOLPKAgT7mssPEHjOqGOfAQpS33NosXo8VW/UPdaiilb7/NC+vVVS4GCDuctKQVmG/3Z14LPzM4xGRG1Mmt1pyOQOm784Eqbl+MPWcbubjsevqf0funFdppdpMRPy14YC8dFOdgCwxEuIrFJ6EhKTiGRjh6cliETwiP55jiSx8vEt1r9rKaClOWRnYiMypqy3G8IhZhE3TZ3c01rjRrGa5Q3AixxqgFfnkdTXklsZxfrFiMnZKroSnJ232KSv3qvjEKEbrhOJeH8Py3cds2/BosfsyH4rFlFFTN6jYmb/9iM7S4gTmjd71pMs782TN3hT1+EQ1NJzZfSTy4jKRNIRqsquKMir1GIFQQepk1hQnknjOJB5L28pHtyBQS4yE+AqFJyFBJsFqqYTK1Onzl/y66erJYhGEA+bNUH3zVjxu2p+qc6HYzL8+AAbVyBN/+TeLMfwN9crIW33rZ8mLEK3nD2dvl6/+2aUvyhhBwLLN0E5VtQLlLzKreGZmHA9Bb5J2BrSo4LUYxmzvU5PW2paSWvkgXAHEKtwCUBGfuCzRtsSFEYSXetaRRyas1mjVDtVLumwpZ24gH9jqG26L5JSzYVfxzCpYAMPf4+pvwrLgwZPnrFXSMypKkV6GVjwh4QSFJyFBBn6QEIYQiajEeTOHl1UPT1SyICrAU91qeN2CM2k6SDjyZi40M7A1/Nr0zbrcAiAOn+1ey+dqJH4elqden77FJgqRS/7sDbVsJv7+BFnkoISTGU/8fpN81MyFcfzCHUc1w/3qPDl1u9xbPpqzQ43RIXyfvr6mZAUsGZmtaBy7EdPwa/1zwwG16Xn8h9Uybeg1IfetdAaEF0ZBcFu6S5GKNvBcxvynxZ0ia6MjhASS8B7UISTK5zyxxexPjlmNzF212t/6a4u27FB5a++lJREqKmiDg14uUnB8AZYvw35cYxOdI7rVkOdu8F10Iomp1ycL5Ymf1qpwwkLS14Oaytg7mwVEdKLChixxVxVPT+Y7x1lPBlBt9HasYOvBVPlkrmV04sWbamf5hAAziHAOQIV4knXm1FQqX+5ZV/9GLErhsRSOmI328sWuDnniEiEkIxSehIQwwcjfc55prfaMAggRiMYGaWS3ml6/KKNdjEQU2C+heugPMGpw97jlelyo2MC+B1nhvggGtBkfn7haen28UNYknVBrGqQb/floW+lQo6QECrPQhcUO3Dau2uyu0oqwTAK/TJNU5O3JAFrsEIkwgUdWtz+4taklqQhLRvb+mxDOr/euq9cRW7rE+reF43ynv6yUCCH+hcKTkFAuGB05HRARVNRJixF2ONAQ3euV8ckLc7J1qQjf748MaFQjb/1isW5Lw0Pzy4FNfGozo+L48dzt0mHMXJlsFdZ9GsfJ7OHtNFITs3GBxN7D05lgNolFrhaL/rckUa78a0lKMpGPnvLt4j2yKtEisl/qWdtvFb4b65fVVjUen0usFVtDp5qldI4UjyVUqo1vbLhglmuiab6TkGiCwpOQkFoq+bfVbmY8HVvtC3cckblbDutyzRNdvHeth9XL9PX7/bbNnnj0jNzyyUJZuzdFq2jf39tCF1a8AZU4zCF2eedvtRFCckzD8oVl6oOt5c0+9f1iv+SV8HQi9o+eOq/LWK78O+GniqQg4K2tFeZ135i+2TavCxsdf4GFtx5Wj1ZzfPY8c0NN9Y7EPOUr1mjOTLEWTgPd/d5tbbVH0kY7IdkJCk9CQljxxHKRP6MEnW214+cjgxzc1ry8y7xqdyCXHZ6a2JBt7CS5xRvW70uRmz9ZqCbf+Hk/3d9SGnhZgd12MFUTjQaPX66pRiUL5ZV3+tWXSfe38luykT+slMx8Z/VShaSYk89PW5OsSTYQcTCN9xTcp89MWaf3SZMKReT2ZuXF3/RvavmZv68/oBZc9mAOFY4DEJHfL02S2ZstowLhAE5qAIUnIeEJhSchIaB80QI604gqHWyV/AUqbI4Vz9/W7dfKIlqnvvov/mwXkZkV38t/th+R/p8v1iohllgmD2llE+GekHL2orwwbYN0fW++RkvC1umB9gkyZ3h76dXQP56cvm60OxOe7myULBZKlqWi21uU98qUfdra/TJny2H9+1/rXTcgf3e9uFhdiMIymrn/7cHowF2tLRGaT01aJ8etJz2h5NLlK5J0nK12QsIZCk9CQgDmDiE+/blghO1w+HPaVzwhGt7807J9PLhtZZc+k5mJ2XlbD+v1mxr43mZH4tGgr5fqTGDLysVk4n0tNPva0yWa75Yk6hzn1//s1vevrVVKZjzeVp7sWsOvXqj+jMtcbJ3vbO5kvnNV0gnN7MZjwVQXPQEC74VfNuh1ZMt7OxfqKZgXvdVaSZ3gsGRkeOK66mp4fjj1vDwz1RLVGUqMiTpu0zIePrYIIcGFwpOQKJnzNBUnFL/gFQomLEvUVjQEJ7K7fQHtYAg9VMB8zen+asEuefj7VSoKsJyECExPDdzRrr7xgwXy9JR1OkqAY/jm7mbyxYAmYVHVQjoMKOEg6nGs7uY7x1stlOCP6c7w35FXft+ks7zVShVUB4BA0rNBOcmbK4dmh69OOpHh8/DxfLtvfa3e/7Z2v55cZGogH8DjxWMd4KQuFNVvQkjmUHgSEmJLJRh/+3OxqEiBPCoEUFl8b+Y2/dgjnav6XBWcsjrZJkK8xcyXvvirZQFlUKuK8kH/hh5txSPq76HvVkrfzxbJxv0nJSZfLhl1Yy3545E20qaqf+yc/MGRVOet9qW7LG12CETHzx1KPacjEGCgF0tFC7Yd0Tx3zFa+1rtewDf24Qnava4loWrC0iSnX1MvrrAM7VhFrz/783q1tQoVtsUiRkQSErZQeBISJZZKjotFMGSHGIWBen+rL6O3oBoLT0wIWVjs+GIM/+m8Hba2LIRjZpUobHpDMHd8a678una/iiwsRWGO887WlSS3F7OQweCo1bTfUVwudmOjBBGH6i+28D2NnoSzwMgpa21itVEWl7w8pb+13T5tbbJL66QHO1SRuuVidQb3yZ/W+nVhzhfz+HCohBNCnBNe/8EJyUb4u9VuH5eJihpyz43g81Ws/WytdrapWlxKFMrrlTH8PeOWq/cnROubt9RTceLOZxJi5fd1+6XTW/PknZlb5dzFK9KsYlH5deg18mqvuk63wsMB02p3nPFMWywqlkGQ/2/JHlsF2FNwmyQdOytlY/PJ8Ou8t8TylaYVi0hCiat1Ee4X6+PBETy+4CqACizmgb9zYsEUDEyrvWJxVjwJCVcoPAkJccUTfoyo8mWVY3Z+ku/P2qZCAdZCvqbZQAjab7N7s4x02xeLVYDky51DvhjQWPo0cV9xRaoSzOQf+N9KvT0grj64taEuINUu678s+0BsUR+3Wg3ZVzxRfcZcpLP5zr82HNQEKHx9tzqWNnZmrNubYjuReLlXHTWMDxY4WTDLTxOXuRaUWHJ60iqIX/ltk636GEzsZzwJIeEJhSchIaJ4wTxSKF8uTYAxs2n+aLWfPHtJvRXByG41fE6zWZl4QlNgCuTJqRvknpB07Izc8ukiWbM3RYoUyC3fDW4hHWuUcrsQ9czP66T7+/O1NY1Flkc6VZVZw9praz/cs7Zxm+P+w/QAZmsd5zurlsw432kslG5rFu/RjCYqpIjFRLoRFpHc3Z6B4uZG5TQSFPfrxuSTLr8O9kqIBsVJz7Af1uhSmsG03wN1l+Ln7zlmeR5VZKudkLCFwpOQEAFRZZvz9MOCkWm1L9h+RF/wO9Yo6TKm0ROmrNqrb7vWLi0F8mReYYMggTE8TPFhiP7TkFYu5xBRKRy3cLe0HzNXvl1siYzEEsusYe3ksWurSf48WY/kDKaHJ8YbMFKQ2XwnKrvY0sfX3tbcs1z2L+fv0uWqwgVyy3M31pJQgDGHLrVK25wSXIH53TF96mtFdvme47YqbTA4lHpexzNw25Yr4r8UJ0KIf6HwJCSEJPhxztNUPE1V6amuNXz+WfD/xGIP6OlBmx2RnP0+W6R+jjAdn/xAK0lwYQy/cPsR6f7+Ahn1ywZdRsHXfz+4hXx0eyOJKxJZLVLbfGeGxSLn853jrdVOiPnSsZn7TO4+clrenblVrz/bvZZPPqz+on8zy7jElFX7dNHJFfFFC8hzN1gE8lt/bZXNB1xXSP0JbiuAk55wW0AjhKTBZychYWCp5M+KJ+jdKE6ql/bdWBzzmSfOXNSFolYJ7qumv65NlkFfLZPU85e0zTrxvpZSyol5N9rw932zXG77con6W6IV/3LPOro81DKT3xGuOLNSOm4339ncLrEo5cxFFW1goAdLRWgdj5y8Ts5fuqLLXWh3h5LWCcUlvmh+ST13SZfA3NGnSZxGgF64fEUen7hGT2QCzZ5jjMokJBKg8CQkhJhW+w4/WCqZXHDw+LXVsvSzzFLRTfXLuo1yHPvPLhn6/SoVGFhiGndXM4nNn94Y/syFSzLmzy3S6e158ueGg9oKxTY37JH+06KCV1GR4YYttahg2nznEuv94Djf+eOKJG0Fo8KLTfHM+HH5Xlm086guaL3Ss27I513RRu9nXRJz124HONbRvevqyQXGBLDsFjwrJQpPQsKZyP2PT0hUVTxPZcn70H6Jo331ElK2sO8zbifPXZQZmw66bbPjWN+Yvlmen7ZRl2vuaFFBPrytkSbZ2H/N1NX7pOOYefLhnO1a9WpdpZj8/nAbeb5HbVu6UiSTJjzzum2z4/4Zv2iPrdqZmYiEHdbLv1lM94ddW13Kh4mYgjsBRlmX7T4u2w+5Hw8pWSifvNKrrl7/eO523eS3EBgBvdtYKXGxiJCwhsKTkBCCF0loELQvzbygL/y0Ii1V5pnuNbN0TH+s268iERW72mVjnG5ZP/HTWvl4rsUYfniXavLiTbXTLdfA/gfb7Y9MWC0HTp7TFu1ndzSWb+9unqURgHDjqM3DM6PwtG+zz9t6SB0CkL50U4PMjfhf+GWjnDx3SU3Z72ztuddnoMEIBZbWMrNWMlxft4z0bFBWl8fO+sEyzB2JVuFJ83hCwhsKT0JCCCqEWIbIyoIRPECfnbrB9n5WX3jNHCKqnY6VObTN7x2/XGMbITRf711XHupY1fZ1qAA+9dNa6fHRAlmx57jkz51TDexnPNZOrqtdOuTt4kBttZuK54kzafnszSulVTzHLbRUO/s1jc/UIeCvDQc0ThO372u964bdKILx9Jy0cp+cv5S5mHyhRx0p7WTm15+gum6LywyT6jAhxDnh9R+NkGxIQhajM8cu3G1b3sA8YFY2emHebqyAHCtz2Jq/7YslMmeLxRj+8zsaSz+rCMHvh3VOhzfnysTlSdp+R6ULc5xILLJvwUcTaVvteWzznfjbq5QsaEt6gr0UlrWguTHT6o7UcxflOetJxL1tK4eleT5GOUrF5NXHw4yNlpGMzPLe37ilnu39TBJTfeL4mYvaNQA0jyckvAle/AUhxOWcJ4SJLxVPVNg+nrPd9n7Z2Kz5F5pIRGyn21sbYSN94NdLdfsefpL/N7CpNK5gWZCZs+WQvPTrRttmPtrDz/eoJY0rpE/siUYcZzzT5jvT/vZvrLOdHaqXzLQa/cb0LTqaULFYATXSD0dQge3bJF4+mL1dM+dvqJf56EDbaiVk1I21tApep1xswBaLysTmi9qTHEKiBQpPQkJMVkzkMWeJWUADjMyz0q40pvH2EZkwPR/41VI16EaU5fi7m2k8Iip5EJyzNx+yVf2evK6G3NI4Tjego50rV/61eaemCc/0xvHIrP9xuWX+dkBL99XO5buPyTeLLSL11ZvrhrWAgvDEwhjCCjBb6cny052tK+klEDAqk5DIga12QsLFRN7LVjva4mizg841S2ZZeML2ZuvBU5InZw7pVteSIb5ox1Hp++kiFZ3VS8EYvrUumIz+fZN0eWeeis5cOa6SwW0qyezh7aVv0/hsIToBMtqNm0Cxgnm0+mzM0k0+O+Zl4W9aqfjV0rZqCZc/C7OSiMUEsCxqlVBcwhmYxF9TxXKME5dnvmQUaMx8JzfaCQl/KDwJCZOKJ7aevTHafuuvLfr1aOua9iUEUFa9OzvVLKlenDAJR6UTwqlZRRjDt5D52w5LhzHz5LO/d8rFy//qvN+fj7WV/3avJTH50vt3RjtmvhOjB5irNfOdCSWuVishVJBNUhHsptwJ8o/m7JAdh09r5fTp67PmShDsJSP4jSICNZTYNtqLs+JJSLjDVjshIQaLGlfnySmnL1xW8YnFlMxA+9tsn4/sVlMmrdybpYonKndTrfOd2Gb/ZtFuee6XDSqkrqtdSga1qiQDv14ma5JO6NeggodYxA5Wa53siON85xKHNjva7qggF8iTU3o3jnP5c7YcSJVP5lrmdGFLhWWcSODaWqWk2NV5tBqOhTO8HypsG+1FWfEkJNxhxZOQEAOLoUp2RvKe8Pr0zSoKu9crI/XjC9viMote7VuWN1rqEBCodK7cc1ztmfDzISYwa3jrF4tVdBbMm0uevr6G/Plo22wtOp2lFjkax4+zjkFgXtYxzcle8KPFjuoxbmukP0UKeXLlsAnqCUtD227HCRuglRIh4Q+FJyFhQOXinlsqLdxxROZuOayzlU90qa4fO+Zg6+Mtpnp66vwlbaMDVOr+2X7EVgnt0zhOZg9vJ/e2TVDRkd1Js1LKq/Odm6zznTCOx/ztXxsP6PsDWro2gEdleXXSCSmUN5e8dFOdiPM5hS+pcTbYn3I2JMcACypzX1B4EhL+8NWDkDCLznQH5gZf+2OzXr+teXmpaF1MMtvVvrTaz164LNPX788QvXnmwmW9NCxfWKY+2Fre7FNfZxdJxlb7Uof5zu+W7NG0Hszfukpqgjh9888tev2pbjWkdGy+iPSgxSIV/lbMeoYCs9GOtn+hbDZnTEgkQuFJSARZKiHRZu3eFJ0JfdjO5/FoFoQnKnOYL3WkZKG88k6/+jLp/lbazifpOZJqEZ4wijc2Ss0rF9Mkqe+XWiyUBrWq6PIE4pkp6/R2b1qxiNzWzLKoE4nc2sxS9Zy4LEktpoIN2+yERBYUnoSEAZU9sFRCRrqpkA1uW9m21IIXe1j7gGI+zHhOW2Opdhpgp/RA+wRNHerVMHt4cmZ1xnPJrrT5TrgBoAINM/PONZ0v3Exbu18XcnBbj765bkTfxt3qlNEMelRw4esZbNKiMrlYREgkQOFJSBi12iFYMC/ojO+XJmpbEYJzcJvKto+fPHfR1iIvcrXnrUZ8z3dLEmXmprTYQyy4zHi8rTzZtYZcnZemF+4wc4W5cuRQD1TQolJR21IR4jGd5awfP31BXvjFEov5UMcqasYfyWD5zAQOTFgW/CWjPUdY8SQkkqDwJCQMKJAnl1bIAPwcHcHSz3szt+n1RzpXTScKTZsdCyp5c3mWdoOZxB4fLpCnp6zT92Hh9M3dzeSLAU1YOfKy4okEJ8x34uQhOeWcrNmbopVMs3jjyMu/bdL7rFqpgnJ/uwSJBvpbRwWQ3W5ul2Cx5xjN4wmJJCg8CYmABaMv/t6pYgX+mf0dBI1tsciDjfbkE2dl6PerpO9ni2RD8kkplC+X+nH+8UgbaeMmWYdknNE8aq14bj90ytZmH2+tdt5Qv4xtFMIeGPDDcxXL66/1rhc17gA1y8ToHDBsoSatCO6SkS0ukxVPQiKC6PivR0gUWyodSj0nX8y3WBw9cV11Tcmxxwggd4tFWHhBxbTjW3Nl2ppkFT7Yip87vL3cdU2lDD+TuOfk2UtywZrWs916olC1ZEH5da1lXnagEwulMxcu2SrM+Hyj8kUkmri1adqSEYR5MMDjen/KOb3OiichkQGHuAgJ84rn+7O2qa0RKkrODMZNxRN2Mo5AAPyx/oC88tsmXf4AiL8c1aOW1C5ridkk3nPY2k7GTtAO6/2FljvEKO4nZy4A787cJknHzkq5wvll+HUW/9Vo4sb6ZeWlXzfqiRPiQ42RfiBJsm60o3JfJEISnwjJ7lB4EhLGlkoQocaaZ2S3Gk4Nxo+dPu+04olYzRembbBZ/ZSNzScjr68pN9QrE3FG5eHGUavwNO5B5YsWkL82WJa0BraskOHr1+1NkS+tVeuXe9bRBKhoA3PHPRqU1ccrqp7BEJ67TUZ7sQJ8TBMSIbC/RkiYWSphZs1sqY/5a4te71ijpMsXcse4TGxNP/PzOun+/nwVnXlz5ZBHOlWVWcPaa1WKL9D+22i3T885cPKcVp0RY+pog4VYTNylPeqXjeqo0X5NLUtGsJRKOXMx4L9vD62UCIk4ou+0m5AIBS1YiMTzl67I3uNntIX++7oDOo/5VNcaLr/PtNqRBw4rn7dnbJWUs5YX/e51y8jI62tIXBEuXvgTx83t41aRdWuz8hmcBb6cv0vtlgoXyC3P3VhLopn6cbFSo3Qh2XwgVaas2iuDWlcKymJRhaJ8fBMSKbDiSUiYABNxbK2bdvtoazRm70ZxLmMX7YXn69M3y6hfNqjoxIv/94NbyEe3N6LoDADOLINy5rhKF7bswdznuzO36vVnu9dyuukeTaCaDvENJgRhyciYx3OxiJDIgcKTkDBcMPq/BbvUaxMV0MevreZ2uWL+trS0GCxYYIbw16HXSMuEwM/YZVecCc8utUpJ2cL5be9DdI2cvFYr2G2qFpebG1lM1qOdng3K6eMWVc/VSScC+rsYl0lI5EHhSUgYWiqZ6MFBrSumEzP21jxj/twind6eZ/tY4wpFNObSVWIO8R+HUzOmSw1wsFD6YXmSztjmz51TXu1VN9vM1sYWyK0jHmCCdTEuEGB2du9xi1MDZzwJiRz46kRIGFY8zczmA+2qpPs8qmhTV++TjmPmyYdztsuFSxYvSfBe/wZSuEDmJvLE/xXP6qUKSYvKRdN5r8LCCgzrUk3is9kMokkymrY2WVO3AsG+42d18S5f7hxSslB0jzAQEk1QeBISZgtGhgc7JGj1yN6S55ZPF8kjE1brBnV80fzyVp/6ts8Xs261k+ALzwGtKqSraL7wy0Y5ee6S1IuLlUGtMprJRztNKxbRkyj4zyKwIBDsMW32olfrfDQhJDKg8CQkjPh722HbdSwVGZHz1E9rpcdHC2TFnuPaukWC0YzH2kmTipb0G3wsfx7PctpJ1kDV2V54wrwcc42GvzYckN/W7ddlo9durpctxx4gwk2064SliQG1UmJUJiGRBe2UCAkTTpy5IN8s2pPOHHvKqn0adZlqbVf2bFBWRnSrKaVj86Xzk3QXl0n8C6p45y6mjTj0aRyv5ung5LmL8uzU9Xr93raVpVbZGMmu4MTpzT+3yJq9KbIx+aTfbwtjpVSRwpOQiILCk5Aw4eO5O7Q9a+j9yULb9brlYuX5HrWkcYW0OcJ0cZkFKTxD1Wa/wy6p6I3pm+XgyfMqhmDan50pVjCvdKlVWqu/E5Ylyos31fHrz6d5PCGRSfbrAREShiBHfezC3Rk+XrxgHnmjdz2Z+mDrDKLTPi7TWU47CbzwhF+q8V5dtvuYfLvY0lZ+9ea6ki83Rx/6N7O021G5P3vhcsDiMgkhkQOFJyFhwNt/bU23oW6YPby99G0a73J5wjEukwSe5BPnbNdNotS5i5dlxKS1eh2zja0Siofs+MKJ1gnFdQku9dwljdH0F1eu/Gvz8KR5PCGRBYUnISFmx+FTMnnV3gwfr1kmRmLypW21O+OYdcaTrfbgsfuIpcUL2lUroW8/nrNddhw+LSUK5ZWR3WqG8OjCC5ww9WtiqXpOXOY/T0+4OuBELVeOq6SMdd6ZEBIZUHgSEmJOnbskqGeiZfvVoCZqAg92HTmllR13mBlPLhcFb6MdM4vgme41VVhtOZAqn8zboR97sUftdBZYROSWxvGCgv3S3cdk+6FTfo3KhD9qdnQNICSS4TOWkBBTP76wLP1vZ5nxWFvpWKOUxBfJL7lzXqWb0/tPprV13bfaKTyDAWJMEQUJ+ypss8PA/KlJa+Xi5X/l2lqlpGud0qE+xLADDgwda5TU6xOX+cdaKZHznYRELBSehIQBxQvmtVVu8La8Nelm52H3FSLbVjuFZ1AYb7W76tmwnFY2v1m0W/PIC+XNJS/dVCfbxGJ6S/+mliSjSSv3yflLl/23WJTNEqEIiQYoPAkJQyqXsGS27zycNk/oDLbag8f+lLMyfcMBvT6gZQV1Injjzy36/lPdati8VUlG2lcvIaVi8urjdcbGg1n+ebRSIiRyofAkJIwz2zOreB612Slxqz3QfLckUVvrzSoVVRulZ6asUzN5xEPeZs0mJ85BFb+vdclowtIk/5nHF2fFk5BIg8KTkDAkobi14mm3Qe3ImQuXbAk6RbnVHlDQHv7eGv04sGVF+WVNsszZcljy5Mwho2+ux6xwD4DwxCTCgu1HJMlqheTrgpctLrMoK56ERBoUnoSEdcXTtfA8arVSypMrh1zNnPaA8se6AxpPWjomn1Y8X5y2UT8+tGMVqVLScpJA3IMN9GuqFM+ytRIW6k5fuKwiFh6hhJDIgsKTkDCe8cQcoavEF/vFIi61BJZxiyypUrc3Ly+v/bFZxU/1UoXkvnYJoT60iFwy+nFFkly6nDEwwRNMtbNsbH7Jm4snXIREGhSehIQhWBYqbPWD3OWi3c7FouCwdu8JWZV4Qi2u4orml0kr92q17bXedbXaTDwHllM4UUKePUYVfGH3EVopERLJ8L8mIWFKZWsG+M4jzheM6OEZHMYttFgodaheUt6esdU259mwfJEQH1nkAaHeu3GcXp9gnZn1lj3W+VButBMSmVB4EhKhlkrHbBvtFJ6B4uip8zJtbbKtwpx07KyUK5xfhl9XPdSHFrH0a2rZbp+z5ZBaVPlupcSKJyGRCIUnIRFqqZRW8aSVUqCYuDxJM8G6oAHVAAAM3klEQVTRZl+ZeFw/9nKvOlIwb65QH1rEklCioC5oIQ32x+V7fTaPr0jhSUhEQuFJSJhSORNLpWPWrfZitFIKCFh++d9iSzsYkZgQSjc1KKstd5I1+lurnthuv4Ib1gsSaR5PSERD4UlImJJgZ6kE70JHuFwUWGZuOqSuAoYiBXLLczfUCukxRQvX1y0jMfly6e0LX09PSTlzUY6fuajXTawsISSyoPAkJEwpX6yAwJf81PlLcjjVMs9pD5eLAst4q4WS4dkbakmxghxr8Af5cueUXg3L6fUJyzxfMtpzzFLtLFEor1zNcQdCIhIKT0LCFHgUwnQb7HCyYJQWl0nh6W+2HUyVhTuO2t5vU7W4TSgR/9DfGjOK7PYjpzKeWLmNyuR8JyERC4UnIRFqqWRmPFnx9D/jF1kslED+3Dnl1V51adLvZ2qWiZH68YV1fnbSCs+WjBiVSUjkQ+FJSARaKp27eFljAwHbv/7l5LmLahJvGNalmq3yTPzLrXZLRs7mmB1hxZOQyIfCk5AItFQyi0Ww+cGSBvEfqL6dsYr6enGxMqhVxVAfUtRyY/2ycnWenOrcsHTXMY+FZwVrJ4AQEnlQeBISgZZKRngWKcCcdn8Ca59vrG32nDmuktdurie5cvLfZKDAghDEJ5iwLCnTr99trJRYgSYkYuF/VEIiwFIp6dgZOX/JUoUD3GgPDLD2MSL/vraVpVbZmFAfUrZZMvp93X61S3LFmQuX5JDV3aEiPTwJiVgoPAkJY2Abg5QceGwnWtuM6eIyaR4fEAulSsWvloc7VQ314WQL6sfFSo3SheT8pSsyZZXrJaNEa0Z7bP7cElsgdxCPkBDiTyg8CQlj0EY3c572lkpHbRvtXCzyJ0usc4bYYofXJAnOY/xWa9Vzgpslo91HuFhESDRA4UlIBFoqmRlPenj6l49uayRfDmgiLROKhfpQshU9G5STvLlyyOYDqbI66YTTr0m0msczKpOQyIbCk5AItFRiXGZgaFuthHSuVSrUh5HtQOu8e90yNmslZ+w2G+2seBIS0QRMeO7evVvuvvtuqVSpkuTPn18SEhJk1KhRcuGC5QWTEOK7pRKXi0i00c/q6fnLmmSNiXVlHs+KJyGRTcAMADdv3ixXrlyRzz77TKpUqSLr16+XwYMHy+nTp2XMmDGB+rWEZAtLJbbaSbTRrFJRPclCZX/ammTb3KeB5vGERAcBq3h27dpVvv76a+nSpYtUrlxZevToIcOHD5fJkye7/J7z58/LyZMn010Iye5gwxqcOHPRJjjZaifRuGTU31r1nLA0Md3nLly6Isknzur18hSehEQ0QZ3xTElJkaJFi7r8/OjRoyU2NtZ2iY+3/BMiJDuTP09OKVc4f7p2+9FTtFMi0UfvRnGaxrVmb4psTE4rPOw9fkYtxQrkySklGBFLSEQTNOG5fft2+eCDD+S+++5z+TUjR45UcWouSUmZJ1kQkr3mPE/LxctX5OQ5ywwc7ZRINFGsYF7pUqu0Xp+wLDFDm7180QJM6iIkuwnPESNG6BPf3QXznfbs27dPW+99+vTROU9X5M2bV2JiYtJdCCFplko7jpyS49Y2e46rRArnp5E2iS76N7N0uqas2idnL1xOF5XJxCJCsuFy0bBhw2TQoEFuvwYznYbk5GTp0KGDtGrVSj7//HPfjpKQbI69pdJRu5z2HFCfhEQRrROKS1yR/LL3+Fn5Y/1+ublRnK3iWaE45zsJyXbCs0SJEnrxBFQ6ITobN26si0Y5ctA2lBBfSEsvOsXFIhLV4GSqX5N4eWvGVpmwNMkqPK1WSkVZ8SQk0gmYEoTobN++vZQvX17tkw4fPiwHDhzQCyHEt4on8toPpZ7T6xSeJFrp0yReR0mW7j4m2w+dopUSIVFEwHw8Z8yYoQtFuMTFxaX7nKssXkKIc8rE5JN8uXPIuYtXZE1Sin6MG+0kWikdm0861igpMzcdku+WJErScdNqZ8WTkEgnYBVPzIFCYDq7EEK8bz9WshrJL911TN+y4kmimf5NLQby/1uyRy5e/lfy5MwhpWPyhfqwCCFZhEOXhETYnOfmAxZ/Q1opkWimffUSUiomr5y/dEXfjy+aX3JymY6QiIfCk5AIIcHaZoSRNijOVjuJYnLlzCF9m6SFiNBKiZDogMKTkAhbMDKw1U6iHXvhyahMQqIDCk9CIoQECk+SzYgvWkDaVbPY99UszUARQqKBgG21E0L8SyXrjKehGGc8STbg7b71Zeamg9KrUblQHwohxA+w4klIhFAwby5dtjCw4kmyS357v6blJXdOvlwREg3wmUxIBFHZaqkEihRgTjshhJDIgsKTkAi0VCpcILdu/RJCCCGRBF+5CInAzXa22QkhhEQiFJ6ERBANyxfWt1UcNtwJIYSQSIBb7YREEI3KF5GpD7bOsOFOCCGERAIUnoREGPXjLVVPQgghJNJgq50QQgghhAQFCk9CCCGEEBIUKDwJIYQQQkhQoPAkhBBCCCFBgcKTEEIIIYQEBQpPQgghhBASFCg8CSGEEEJIUKDwJIQQQgghQYHCkxBCCCGEBAUKT0IIIYQQEhQoPAkhhBBCSFCg8CSEEEIIIUGBwpMQQgghhAQFCk9CCCGEEBIUKDwJIYQQQkhQoPAkhBBCCCFBgcKTEEIIIYQEBQpPQgghhBASFCg8CSGEEEJIUKDwJIQQQgghQYHCkxBCCCGEBAUKT0IIIYQQEhQoPAkhhBBCSFCg8CSEEEIIIUEhl4Qx//77r749efJkqA+FEEIIIYQ4weg0o9siVnimpqbq2/j4+FAfCiGEEEIIyUS3xcbGuvsSuepfT+RpiLhy5YokJydLoUKF5Kqrrgr14UTFGQlEfFJSksTExIT6cIgX8L6LbHj/RTa8/yIb3n+BB1ISorNs2bKSI0eOyK144uDj4uJCfRhRB554fPJFJrzvIhvef5EN77/IhvdfYMms0mngchEhhBBCCAkKFJ6EEEIIISQoUHhmI/LmzSujRo3StySy4H0X2fD+i2x4/0U2vP/Ci7BeLiKEEEIIIdEDK56EEEIIISQoUHgSQgghhJCgQOFJCCGEEEKCAoUnIYQQQggJChSehBBCCCEkKFB4ZkN2794td999t1SqVEny588vCQkJajVx4cKFUB8a8ZBXXnlFWrVqJQUKFJDChQuH+nBIJnz00UdSsWJFyZcvnzRv3lyWLl0a6kMiHvD333/LjTfeqDGAiG3++eefQ31IxENGjx4tTZs21cjtkiVLSs+ePWXLli2hPixC4Zk92bx5s1y5ckU+++wz2bBhg7zzzjvy6aefytNPPx3qQyMegpOEPn36yJAhQ0J9KCQTJk6cKI8//rie3K1cuVLq168v1113nRw6dCjUh0Yy4fTp03p/4cSBRBbz5s2TBx98UBYvXiwzZsyQixcvSpcuXfQ+JaGFPp5EefPNN+WTTz6RnTt3hvpQiBeMHTtWHn30UTlx4kSoD4W4ABVOVF4+/PBDfR8nffHx8TJ06FAZMWJEqA+PeAgqnlOmTNHKGYk8Dh8+rJVPCNK2bduG+nCyNax4EiUlJUWKFi0a6sMgJOoq0ytWrJDOnTvbPpYjRw59f9GiRSE9NkKy22sc4Otc6KHwJLJ9+3b54IMP5L777gv1oRASVRw5ckQuX74spUqVSvdxvH/gwIGQHRch2Ql0GdAZat26tdSpUyfUh5PtofCMItC2QzvI3QXznfbs27dPunbtqvOCgwcPDtmxE9/uP0IIIe7BrOf69etlwoQJoT4UIiK5Qn0AxH8MGzZMBg0a5PZrKleubLuenJwsHTp00O3ozz//PAhHSPx5/5Hwp3jx4pIzZ045ePBguo/j/dKlS4fsuAjJLjz00EPy66+/qkNBXFxcqA+HUHhGFyVKlNCLJ6DSCdHZuHFj+frrr3XujETO/Ucigzx58uhzbNasWbalFLT98D5eEAkhgQF701jgw0LY3Llz1T6QhAcUntkQiM727dtLhQoVZMyYMbrtZ2AVJjJITEyUY8eO6VvMEK5evVo/XqVKFSlYsGCoD4/YASulgQMHSpMmTaRZs2by7rvvqqXLnXfeGepDI5lw6tQpnYE37Nq1S59rWFApX758SI+NZN5e/+6772Tq1Knq5WlmqmNjY9W/moQO2illUwseVy96fDhEBmjJjxs3LsPH58yZoycVJLyAlRIsy/Di16BBA3n//ffVZomEN6iUoTPkCE4k8H+UhC+YiXcGOnyZjTSRwELhSQghhBBCggIH+wghhBBCSFCg8CSEEEIIIUGBwpMQQgghhAQFCk9CCCGEEBIUKDwJIYQQQkhQoPAkhBBCCCFBgcKTEEIIIYQEBQpPQgghhBASFCg8CSGEEEJIUKDwJIQQQgghQYHCkxBCCCGESDD4fxm84MkejwRWAAAAAElFTkSuQmCC",
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vtyilozenLl6T3r+uM1G8BkMAYISnwW/g1/l49QJ6e+iCPV6fvyQusW3lfDL+6eqalNSncTH1crxy45ZMWntYOv+4Qmp8PFv6T90q247ZWsGG0J3vdKRojnTSpoIt3ICKuJkFDg3uTZFUhnSoIKmSJ5GFO0/JdwuMe4HB4G+M8DT4FTLb702eVGf+qED6iryZU8vzDYvK7D51ZVKPGtK5Wn7JmDq5HD9/TUVws0EL5b4vF6q5+IkL7ls+GeIgPH2cWBQbvRoXkxRJk8iyPWdUpBhCAw4V7z1YWm8PmLFDVu8/4++7ZDAkarwqPPv37y+VK1eWdOnSSfbs2aVVq1ayfbuZoTLcIVOaFPJoZIzmUD9UI2j1MuP3v1ZlZMXrjWRo54pqcJ886T06i/jB31ulev850mXECvUdvXLdRPElBIzaD0Qa/ZcLCyzhmSfjvdK5en69/ek/20xbNoR4tFJeeTA8t47SvDB2nfx7+bq/75LBkGjxqvCcP3++PPfcc7Js2TKZOXOm3LhxQ5o0aSKXLl3y5rc1BBndahfS+TqqTFuOnPerDUvT0jnlu84VVYQiRivky6gXKyI+Xxy3Tip/OEte+W29LN192giTeLDh0Dn9L44GGe5NLoFGj3qFJU2KpBq7OHWTd+aODeKXA+aHD5WR/FlSq6n8qxM2mHEKgyEUhef06dOlS5cuUrp0aQkPD5effvpJDhw4IKtXr/bmtzUEGbS9m5fNpbcDJTebSizt94k9asrcl+vJCw2K6AY2nqO/rT4k7X9YpklJn/2zTXaduOjvuxs0rA3A+U5HsqRNaU/Woi1rwgdCh3Spksvg9hW0m8ES2chl+/19lwyGRIlPZzzPnbNVOzJnzuzy769duybnz5+P8mFIHDwVaa30x/ojciTAYu4KZk0jvZsUlwWv1Jdfn64u7avklXSpkmnlhKjFRgPnS8shi+XnJfvkzCXTwnNnvjMiQIWnVYHPnCaFRrH+vvqQv++OwYOUDcugsbvwwV9bZfMR2zXJYDCEoPC8ffu29OrVS2rWrCllypSJdiY0Q4YM9o+8efP66u4Z/Ex43oxqc3Tz9n8yYvFeCVTv0SoFM0v/1uU0qnNwhwg1wifCc/3Bf+WdPzZLlQ9nSbefV8m0jUfl2k0zD+oIrU0eJyifN5MEKmlTJpOe9Yvo7UGzdqjhvSF06FqzgDQqmV3Tqp4fs9b4+BoMoSo8mfXctGmTjBs3LtrP6devn1ZFrY+DBw/66u4ZAoCn69qqnmNXHJTzV29IoFtBYVD9Y5fKsvz1huoXWDZPBhXOs7Yel2dHr5EqH86W1ydt1C1aM08mWkEkP5tZ2hK50kkg07FaPl02wuWASrYhtOY9P3s4XHJlSCV7Tl2StyZv8vddMhgSFT4Rnj179pS//vpL5s6dK2Fhtg1mV6RMmVLSp08f5cOQeKhXLLsUyZ5W5yjHLvdMjKYvyJo2pTxRq6D8+XwtmflSHXm2XmG9qCGyxiw/IG2+XSr1Pp+n1bMDp20b3YmR9Yds1c4yudNL8qSB7eSWMllSealxMb39zbzd+lwaQgdmuL9sF6FLjRPXHjYjFQaDD/Hquz9VHkTnpEmTZM6cOVKwYEFvfjtDkEMr25r1JFv9+s3bQekZ+GqzErLo1QYyultVNSVPnSKp7D99WQbN2il1PpsrD3+7RAXpucs3EmliUeC22Z2TtYpmT6ui83tjPB5QeCLwirGZlxrZDhdUPc2SoMEQAsKT9vqoUaNkzJgx6uV57Ngx/bhyJbCWRwyBQ8uI3JItXUo5dv6q/Ln+iAQrzH3WLJJVBjwaLqvebCSD2paX2kWzaoVl1f6z2oKv/NEs6TF6tczacjxRbE8HqnF8TM/hy02L6+3hi/aZIIEA5D9J2AhLj/pFpEbhLJpe1nPMGjPPazAEu/D89ttvdVazXr16kitXLvvH+PHjvfltDUEMLc4uNWwxmj8s9H6Mpi9InSKZtIrIIyOfrCpL+zWU1+8rIcVzpNOK7tSNx6TbL6uk6kez5d0/NsuGQ/+GxM/sDBd0DPkDfaPdmSalcqj1E8Jk8Jxd/r47Bi8cLjgUZkmTQrYduyAf/r3V33fJYAh5vN5qd/WBt6fBEB2dqubX9jQXggUhFl2YI30qeapOYZneq7b8/UIt6VaroM6IYsP005J98uDgxWrPNGTuLrVrChUQnTdu/acXePxQg2kRhdEJYDwiMc/ohirZ06eSgW3L6228PXGkMBgM3iOwJ/wNiZIMqZNLu8r59HaoztYhaErnziBvtigly/o1kJ+6VtZIv5TJksjuk5fks3+2S61P5kj775fJb6sO6sJVMGPZKGGbxc8eTFQvnEXqFMumjgUDZ5rI31CkbrFsdleNvhM2yMHIWFeDweB5jPA0BCRP1CqgbbDFu07LpsOhbfKcLGkSqVc8u3zVPkLnQT99uJxUK5RZ6Lgv3XNaXvl9g1T6YKa8OG6tzN9xUm4G4Tyofb4ziNrsjvSNnPWcsv6IX2NdDd7j5SbFJSJfRrlw9aa8MG5topi7Nhj8gRGehoAkLFNquT8yRpNZz8QU6/dopbwy7qnqsujV+vJK0+Kaa371xm2Zsu6IPD58hVT/eI58+PcW2Ro5MxkMBLvwLJMng7Qol0sPA5/PMFXPUASLr6/aRUj6VMlk7YF/zfNsMHgJIzwNActTkZnZf204KofOXk6U4vu5+kVkdu+6MuW5mvJ49fySKXVyOXnhmvywcK80/3KhNBu0QH5YsEdOnA/cjWvmV7GTslrtwUqfJsW1Cj9n2wlZue+Mv++OwQvkzZxaOw4wdP4e7TAYDAbPYoSnIaCrTFid3Lr9n9rZJFaYiUSwvdeyjCx/vZH88FglaV4mp6RImsS2iTt1q1TrP1seG75Cpqw7LFeu3wrI+U4qtxnuTS7BSsGsabQaDZ9M2xaS7gMGkWZlcknnavn1du/x6wL6UGcwBCNGeBqCouo5bmXiM1x3BXGTjUvlkG87VdS8+A8fKiOV8meS2/+JLNhxUl4ct07nQV/+bb0s2X1KbvMXgdJmDwveaqfFiw2L6gIYXqxzt5/w990xeIk37i8pJXOll9OXrkuv8ev08GswGDyDEZ6GgN82xfPy8vVbMnrFfn/fnYDb/u9YNb/8/mwNmfdyPRVF+TKnlkvXb2kEYIcflutm/KfTt8muExf8dj+DzTg+JnJmSCVdatp8Zj+dvj0ghL3B86RKnlQGd4hQW7clu0/LN3ONh6vB4CmM8DQEfJu5e507MZrXbgZWGzlQKJA1jWaLz3+lnvz+THVpXyWfLkkcOXdVs8YbDVwgDw5eJD8t3iunL17z2f2iHW1ltAfrYpEzz9YtLOlSJdMxhz+COF3LEDOFs6WV91uW0dtfzNohK/aauV6DwRMY4WkIePC3zJE+pS7VsNltiFmoVyqQWfq3Lisr3mgk33SsII1K5pBkSe6RDYfOybt/btGUpG4/r5SpG496PSJw3+nL8u/lGzoiUCJnegkFMqZOIc/ULay3B8zcrglUBt9yj0R6wXq54PxwxTBpHZFHR1mwMzt76bp3v6HBkAgwwtMQ8CBautYsqLfZ4DbtTffbhfeVzSXDHq8ky19vKO8+UErCwzKoEfqsrSekx+g1UvnDWdJv4kbd0vbGssy6g2f1v2Vyp9fnMVToWrOAJk4dPHNF548Nocv/WpWRQlnTyNFzV3V22iyVGQwJI3SuBIaQpkPVfJI2ZTLZeeKizNthljriSpa0KaVLzYIypWctmdW7jvSoV1hyZ0ilZtljVxyQR75bKnU/mydfzNwh+09f8tj3XX/wXNDbKLkidYpk8mLDInr7q9m75PL14E6WMkRPmpTJ5OsOEXpwmr3thI78GAyG+GOEpyEoSJ8qubSvYrOy+X5B4jGU9wZFsqeTvs1KyKJXG8iY7lXlkYphkiZFUjlw5rJ8OXunCtA23y6R0cv3J9hJYG2QG8fHRNvK+XSZ69TFa0aMhDgab3t/Sb3df9pW2XgotNPUDAZvYoSnIWig3c6s4rI9Z2RD5MKKIf4kSXKP1CicVT57JFxWvdlYvmxXXl0Ektwjsnr/WXlj0iZtxT87arXM2HwszrOMLIJtjYyXjMibSUINKmB9mhTT29/N223m/0IcvD2bls4hN279Jz3HrpELV429m8EQH4zwNAQNuTPeKw+E59bbpurpWe5NkVRals8jPz9RRZb1ayhv3GfzMbx+67ZM23RMnhq5Wqp+NEvembJJ7ZHcmXMj05x/nzlNCsmb+V4JRR4ol1tK5EwnF67dlO/m7/b33TF4eXHv0zbhkifjvZrExcHMzHsaDHHHCE9DUNG9ts1aiY3sg2cSX4ymL8iePpVaWE17sbZ+YOKfLV1KOXv5hvy8dL+0GrJYGg6cL0Pm7ooxytQxn52LdqhWjV9tVkJv/7Rknxw9d8Xfd8ngZe/cr9qX1+hUrLR+XXXQ33fJYAg6jPA0BBWlcqeX2kWzqr3Jj4v2+vvuhDxUPV+/r6Qsfa2BVkNblc8tqZInkT0nL8ln/2yXWp/MlXbfL5VfVx68q/VoRWWGh0BiUUzUK55NKhfIJNdu3pavZu/0990xeJmK+TPbRyze+WOz7Djuv3AGgyEYMcLTELQxmuNXHpR/L5u5Ol+QLGkSnf8c1C5C50E/e7ic1CicRShkMnPbd8IGqfTBLHlh7FqNkrx563ZIJRbFBNVclrXg11WHZM/Ji/6+SwYv80ydwnoAvnrjtvQcs0auXDfBFgaDuxjhaQg6ahXJqpW4KzduyahlJkbT12Br9UilvDKmezVZ/GoD6dusuBTJnlYrfrQfu45YKSXfnq7m8aGS0R4blQtkloYlsmum94CZO/x9dww+GLEY+Gh5HUHZcfyivP/XFn/fJYMhaDDC0xCUFaan6tgM5X9ast/r6TuGmBe+etQrIjNfqiN/9KwpXWoU0GUiNn8t2n6/VIbO3y3Hz1+VUOblpsW1Avz3hqPGbicRgOgc1La8Pud44f61waSqGQzuYISnIShpUS635MqQSj0UJ6897O+7k+jhMFAuLKO8+2BpTUkqmyeD/e/INO8/bZtU7z9bOv+4XCatPRSShutU4VuVz6O3P/1nm7/vjsEH1CySVZ6rZwsS6DdhoxyIrPIbDIboMcLTEJQkT5pEnoiM0fx+oYnRDLTnJkvaFHq7T+NimhvP8g1P0cKdp+Sl8et1HrT3r+tk8a5T2p4OFV5qVEySJ71Hf84lu075++6EPIHwyunVqKhUyp9JLbXw94yr363BkNgwwtMQtLSrklfSpUymG9ZE2RkCA7wNrY32OsWySfsq+eS3Z2rIglfqqzDLnyW1XL5+SyauOSwdhy2XWp/MkY+nbZOdIbAdnC9LaulQJZ/e/uSf7cbn0UsEkjsXi3dfto+QDPcmlw2Hzsmn002122CICSM8DUFLulTJpUM120X+B2MoHzBgro3nJ8k+tJ8dRdmLjYrKvJfryYRna0jHqvkkfapkcvTcVTVfb/zFAnng60UyfNFeHaEIVno2KCr3Jk+q4vufzcf9fXcMPgBT+c8fCdfbwxbtlTnbzPNuMESHEZ6GoKZrjYLa2lyx74ysPXDW33fH4GAcXzp3ehWfruZBK+bPJB8+VFZWvtlIvutUQRqXyqFxqBsPn9MN4aofzZYnflqpCxvBtjzG0smTtWxjIJ/P2B5SowSG6OE1zHId9Pl1vRw7F9rLdAZDfDHC0xDU5MyQSh4Mty10mBjNwMAxsSg2UiZLKs3K5JIfHqskK95oJO+3LC3heTOqWJuz7YT0HLNW8+Jfm7BBVuw9EzSzvE/VLSQZUyeXXScuysQ1h/x9dww+ot99JaRMnvRa8X9x3Fpz6DAYXGCEpyFkDOWnbz4m+09f8vfdSfTERXg6gg3TY9ULyJTnasrsPnWlZ/0i2sK8cPWmjFt5UB4dulTqfj5XBs7YLntPBfbznD5VculRr7DeHjRrZ9BVbQ3xg4PU1+0rSJoUSWX53jMmycpgcIERnoagp3jOdJqqwx7HsIUmRtOfXLt5S7YcOR8v4elI4Wxp1RdzYd/6Mu6pavJopTA1rj945op8NWeX1P98njz0zWIZuWx/wKZXIaJzpk8lh/+9IqOXH/D33TH4iIJZ08hHrcvq7a/n7JSlu0/7+y4ZDAGFEZ6GkODpyKrnb6sPyplLgSlEEgNbj16Q67dua/UyX+bUHkmIqVYoi3z6cLisfKORfNU+QrPRkya5R9Ye+FfemrxJW/FPj1wl/2w+FlBWNqmSJ1WrHRgyd9ddWfaG0KVl+TzySMUwtRCj5X46iJflDAZPY4SnISSoXjiLzlaRnTxyaeKN0WSm0J8JQesiF7zCwzLoEpEnuTdFUnkwPLf81LWKLO3XQN68v6SUypVeU5LYHn965Gqp8tEsFaMsmgWCldHDFcOkUNY0ehgy1fjExXstS2uU7IkL16TPb+uDZj7ZYPA2RngaQgJETvfatqrnL0v3JcqZuinrDkuTL+ZL62+WyI1bt/0835nJq98ne7pU0q12IZn6Ym2Z3qu2Vryzp0sp/16+oe33h75ZIg0HzJevZ++Ug2cu+9XjsU+T4np72MI9pvKViEidIpkM7hAhKZMlkXnbT8qwRWb50WAAIzwNIcP9ZXPpMsrpS9dlQiLbJCYf/KXx67S1x0zh7K3+MdRfH5lRHp73TmSmtymRM730u6+kLO3XUEY+WUUeisijPpp7Tl2SATN3SO1P5+pi0viVB+S8H9rdzcvk1AjRS9dvyZC5u33+/Q3+g9fm2w+U0tufTt9uP5gZDIkZIzwNIQPVJcs/kbZmYrEymb7pmLwwbq2KTqp+MG6l75dZWPKxts0TslgUX5j7rF00m3zRtryserORDHgkXGoWyaIpN1gxvTpho1T+YJb0HLNG5m47ITd9VBVmTrVvM1vVc9Sy/XLorMnz9hQBME0RKyRZcSi+efs/eX7sGr8cfgyGQMIIT0NI0bZyXk3DQQDN3BL66SGztx7Xixkim0rf2Keq6Z/P33FSjvx7xaf3xarmsNWbMbUtq91fpEmZTNpUDJPR3arJktcayKvNSkjR7Gnl2s3b8teGo9L1p5VSrf9sef/PLbLp8Dmvz4PWKpJVahTOootX2CsZEtcYUP82ZSVv5nvVlaHfhI0BMX9sMPgLIzwNIQWCo1O1/Hr7h4WhPVM1b/sJeXbUGl2ueSA8t3z2cDm1IapWKLNWgn5ddTAo/Du9Ta4M98qz9QrLjJfqyF/P15KuNQtIljQp5NTF6zJ88V5p8fUiaTpogcZ2eittBvHRt1kJvY2h/I4QyKU3xM3XFX9P0rn+3nhUxqww9lqGxIsRnoaQg9i6FEmTyOr9Z2X1/jMSiizaeUqeGrlaK2jMEA58NFxHDaB9FVt+/a8rD/p03CBQhaej+CuTJ4O880BpWfZ6QxnepZLcXy6XxnruOH5RPp62Tap/PFs6DVsuE1YfkkvXbnr0+/O4NC2dQ0ciPv9nu0e/tiHw4fm3Ri6otG87ZvO7NRgSG0Z4GkKO7OlTSauI3Hp76PzQq3piSN3tl5XqWdmoZA75sl2EJI8UndC0dE6Nazxy7qos2HnSJ/eJ1uH6SOFJ5GWgw+PVoEQOGdKhgvqDfty6rFQpYKsUL9p1Su1vKn0wS3qPXycLd570mIB/uUlxSXKPyIwtx2VNpPWUIfHQrVYh9aFl5OO50Wvk8nXPHm4MhmDACE9DSGJZK83celz2nLwoocLKfWfkyZ9Xql9p/eLZZEjHCK3YORuXM+8J43zU0jtw5rLmU1NpLpkrnfibi9duSv9pW+0pSjGR4d7k0q5KPvn1meqalNS7cTGdU71y45ZMXHtYOv+4Qmp8PFu/3vZjCWuRF82RTtpUCNPbn07fZmb9EhksmrH0liN9Stl98pK8M2Wzv++SweBzjPA0hCRc4BuUyG6L0VwUGsbdjA50Gb5CLl+/JbWLZpVvO1XUbGhXWO12bJVOXLjqszZ7qdzpo71Pvh5FoNptLV65S97MqeWFhkVlTp+6MrFHDelULZ8K0+Pnr+nXYxb0/q8WqifnyQvx8+Ts1biYCvRle87Iwp2n4vU1DMFLlrQpZVDbCK18/7b6kExee9jfd8lg8ClGeBpCEipJXNytWcdTQW7cTRsb0YkXJNvRPzxWSSub0VEsRzqpkC+jWrhMWO39CxvxlYE031m1YGY17qaqhN1UfOZBK+TLJB+0Kisr3mgo33WqKE1K5ZDkSe+RzUfOywd/b9Wt+K4jVsgf64/EKbAAr9nO1W0LcJ/+s80k2iTSpLXnG9jiVN+YtNFuQ2YwJAaM8DSEJOev3pTpm22CA/H16u8bJFjB7qfzj8vlwrWbUqVgZhn2eMyi06JdZVvVE+N0b7d0rYpnRL7AEJ6Z0qSQFuVsc75fz9mZIHFHBbdZmZzy/WOVZMXrjeR/LUvrz0klde72k/LC2LXqD8prbNme0259rx71CkvalMlk0+HzMnXTUfH366vVkMX6OjH4DirrHJA4TFKZv3Yz8aWtGRInRngaQhK8PPFttJi97YS8PmmjxzeVvc3Wo+el04/LVUhXzJ9JhneprFF87tAiPJeKm32nL8vSPae9dh9ZcrJmKQOl4gm0yWHbsQv6/HtK0HauXkAm9aip7fjnGxSRsEz36qFg/KqD0u77ZZqUxNb67hhmi2m3dqttCzsYMGOH3yJOrdcXBweTquP7wAMWAzOlTq4HkP5Tt/n7LhkMPsEIT0NIQqv0wXBbxctizPID0uSLBWq6Hgzg9dhx2HLNH2dT/KeulVVIugsC9cHytsdg3IqDXhUv2DpxAc2XObUECojgMnnS6+3Bc3Z6vOpbKFtazWFf8Ep9Gf9UNWlXOa+kS5lMI0sHz92lWfFUEn9Zuk/OXrp+178naz5zmhTaZv1tle8jXnc6vL44qL3YsJjP70NiJ2eGVDLg0XC9/dOSfTIjsktjMIQyRngaQhZM1Z1BFDz58yrpMXq1HD/v/aWb+LLrxEXp8MNyOXPpuuZ8//JEFUmXKnmcv077yHY7c46uxI8nsCpliGMEf6DAfelUNb89Q95bizxsKlctlEU+blNOVr7ZSL5uH6GLbVS0eGzenrJZqnw0S576ZZVM33TU3lLlENGzfhG9/eXsHXGaE00oVGPbR76+4P2WZVQEGXwPtl7dIqN+X/l9g75HGQyhjBGehpClQNY0Eh6WIcqfUZFDEEzdeEwaDZgvI5fuC7jlDipgHX5YpgtRJXOll5FPVtHN6vhQNiyDlM6dXiuSWAMlNuN4Kr7pUiWzz3p6e9aV2VsOPIxELOvXUN5qUUqrrqRL4d35zKg1UuXD2bpQgktBh6r5dNmIrfmfl+wTX7DP4fUFzUrnlJaRlfFg4z8JrN/d+EKqFe9V567ckBfHrpWbfhq9MBh8gRGehkRV9WRG78+etbQ6x1zeW1M2S5vvlgRMisiB05dVFJy4cE2K50gno7tVTXDuOR6VlqenN4RXIAtPxg0s38yV+87K8r2+S7LKli6lPFmroPz1fG2N63ymbmHJmT6ViovRyw9Im2+XSLNBC/QgBN/M261/500OnrG9vhC6QHToBw+VCahKdWIEL14iNRnVWLX/rAyatdPfd8lg8BpGeBpCXng6XlOxJcJcfOKzNeS9B0truxMroBZfLdLIxCvX/bdZeujsZWn/wzI5eu6qFMmeVkZ3r6ozgAmFalaq5Elk54mLsibS9shT/Hv5ut0KJhCFp+OSEQyes8sv9wF7q9eal5DFrzWQUU9WldYV8kjqFEl18QvzfUB0Nvh8ntfE55F/r+jri0Qriw8fKitZ06aUYCMUhXK+LKmlf5uyenvIvF3qRWswhCJGeBpCmhzpU6lliSPfL9itVabHaxSQWb3ran42lkvfzd+tBuELdvgmZtKVKGC+q1DWNDKmW1WPCYL0qZLL/WWtJSPPWuYwOwkFsqROcGXWWxTJnk6qF8qit4nD9GdUJa+7WkWzysBHy2tU58BHwzUMwOL0pesS/t4MjVNkCc5T2+7MM/P6OnT2zvxg64g8ahNlCBywACP8gcZEr/Hr4h1SYDAEMkZ4GkKeluVt8ZFU/SiUzNp6Qpd3gIWKoZ0ryfedK0quDKm0+vTY8BXy4ri1PnvTRxTQ/jx45orkz5JaxnSvpnnznqR9lbz63782HJULVz1XUVsXYMbx0dGpmm3JyJ9VT2fSpEwmrSuEycgnq+o8qCN/bzyqS3DVPpot7/6xWTYeOhfvMQlex4jO/adtlVWg5f/OA6UT/DMYPM87D5TSMRtmcHv/ui7gZtANhoRihKch5GleJqcmzpBvXiBLGv0zIg8daVI6p8zsXVe61iygUXZT1h2RRgPna4XQm2/8xFkiCmi54geJ6PTGdjEeoLTvyR/nZ/MU6w6eDQrh2aR0Dp25hDnbTqhpeiDBcz62ezX7/zculUOypk2hFVBsdh4YvEgaf7FAvpm3S6vj7nL64jXpOGyZ7DkZNRnnk4fLSYbU8VtYM4jXF9QGd4jQgzJODN8t2O3vu2QweBQjPA0hDy3gOkWz2Ss9MHHN4bsyzJn3pAo0+bmaugnOrN1rEzeqKfiuExc8fr9UFPywXEVB7kjhwYazt2bi8JmEcR5KqKECZ18sypdJApnkSZNI+8ifH4bMDYyqp3OMYp1ittdpmhRJtQo6oktlnVMm/pMq/afTt0vNT+Zohfz31Yd0Xjk6sM/Cp3PH8YtR/F/ZpK8b+X0MgUnRHOl0Bt0KGFi933dLcQaDtzHC05AosIzUj5y7onGH2Av9smS/y88tF5ZRpjxXU968v6TcmzyprNh3Rpp/uVAGzvSc16IlClj4yZE+pVY683rZfJ22Lvn1pKR4ouLHaMDZyzf0a5bMlU4CHbb7IxfIZdqmY2rQH2j0bVpc/ztl/REVjPVLZFdfUPxBP21TTueV6bgv2X1aXv5tvUZ19hq3VueSifC04NDUefhyTW2i0ms9P3kz3ytv3FfSbz+fwX0erZRXQzB4Xl8Yu07OXfau44HB4CuM8DQkChqVzKGtK+bcqkUumoxctj/aCM1kSZNosszM3nXUDBwfxq9m75T7vlwoS3YnbNuUCwgxhZYooNKJ56i3YUOelrOnqp5rI9vsJXOn1zzzQCd3xnulYUnbzx+oVc8yeTJIi3K5VFx+PmN7lAWxRyvnlfFPV5eFfevLy02K6RIaoxOT1x3RueTq/WfLR1O3yqp9Z/T/OWBgl9S9dkG1kmK++fOHw3W21BD40KX48KEyOvfN0mHfCeu97kNrMPgCIzwNiQIutohPoGrJFjZVoV9XxRwlGZYptfz4eCUZ0qGCisQ9ar69XKtN8UkCOn/1hjw2fLlsPmITBWO7V9XoRV/BxixMWXtELl9PWG691WaPCPD5Tkc6OywZ/bn+iN0KKpAghpPtd2ZRV7jwHaUy3rNBUZndp65M6lFDHqueXzKmTq7er98v2CMPf7dUbcPgnQdLyw8L9+rtJ2sW1IQlQ/BAWtng9hV0Rv2fzcf1sGwwBDtGeBoSDVZ2+9SNR6VrTVtE3Y+L9saaEkLl4f5yufRCjycklSPm6xoOnC8T1xxyuwrBPN7jw1eoBRG55rTXsfrxJdgKkd6Eef7fG46GrHF8dNQqklUrSEBn+tt5gVf1LJg1jbZZ4dPp26J9ffG6jMiXSeMuV7zeSL5sV/6uz3lh7B13hp4NbPGchuCC9LF+zW3jER/8tVU2HwmsxTiDIa4Y4WlINNQtnk3Sp0qmqS2YNdN6xteQeT93oN35Qauy8vszNdTuhJzr3r+u17Y5MYQxQUu/64gValZP/OWoblWleE7fz0WSK97WvmQUc7U3Jq7fvK1V22ATnvz8HaveMZRnyYw0n0DjxYZFdaGIFBsqn7Fx+7//5LdVh+z//2glW1qTI7U+mSuv/LZelu4+HTIWPYml84zbRqOS2XU2/fkxa6MdETIYggEjPA2JBuYQm5fJpbdnbD5ub7vSnozL7BTWRH+9UEteaVpcxcHiXaelyaAFMnjOThVkzpCG9OTPK3XOjtxwkmtK546aIe9LHqkYpq1cssLju2BDxCg/Ky1eq4IYLDxSMa9GFALBAUMD0K4Ge6UuNQvo7c/+2R6jULx285Y8PXK1muOzDT/h2eryctPiWlW3YKmIivtvqw+pfVftT+fKZ/9ss/vZGgIbqtufPRyuXsOM+7w1eZO/75LBEG+M8DQkyu122u3YyiAcNx4+J8v2nImzPc9z9YtoBjfJM4iwz2fskBZfL9TlDgvmSbv/skq/PpY2vzxRRVtn/gRz+oYlsuvtcSsOJqjNHh6WMejiCzOlSaELPBa/rjykJv6BxrN1C+tBhSW0P9a79l7ldUfK0fwdJ9WBYXiXylIhXyZ5feImdRwolSu97PiguSx4pb789kx1DRLga7KsMmTubvWqbTl4kfy8ZJ9W8A2B/br9sl2EOjNMXHtYx30MhmDECE9DooKNdpaEWCzCUujhimH2GM34kD9LGhWTg9qW12UhLHBY7ug3caPO1lmVKHK5f+paWWfyAgFryWji2kNaMQvVxCJ3koxoX1L1DkT/2WfqFtbbA2Zuv6uaTpwmM5wkcXGAYgmO5SEEyaytx9XmamDbcK3ucjioXCCz9G9dTqM6WZbj8EHlm5njd/7YLFU+nCXdfl4l0zYejddrwpcE11HHc1QpmFlealRMb1P13H3SVKwNwYcRnoZEBRfa+8vaql1UkbBMomA3d/vJeLeduai3isijue/WbN3YFQek8oeztBKFjRNG4JUKRM2M9ycYldO2+/fyDd2WjSt3jOODU3iyiU9IgMXo5fs1ojAQZ/s4KOGZ6miBxUIc88XTNx9TgfnDY5WkRpGsWsl8/88t+jkvNS4mJXLe+Rkdk3FYlvuxS2VZ/npDjWgsmyeDjh0gWJ8dvUb9QV+ftFGNy42FT2DRo34RqVE4i1ppUe32lLewweArjPA0JNp2+8wtxzXJqGmpnPr/PySw6kUr7NOHw3WG0xGu23hIBpoAfyRyc5pY0Lj6kDJnBuXDglN4clhwrHoSp4rDQaCROkUyeSFyG/2r2bt0qQRD8b6/b1A7KGx2vutcQQ8SzIG++vsGdSwgJOGpOoVi/fpZ06ZUh4c/n68lM1+qI8/WK6wHkvNXb8qY5QekzbdLpd7n82TQrB2y/3TgWU8lRvjdtTosjGF8+PdWf98lgyFOGOFpSHRQ7WLZ4vL1W1rh6R55gZ687nCCZ/2oRFHtdOTazdvS5IsF2s6PzbrJl1CdpdpLCk5cRMX6Q7ZqJ16oiO1gpWX53JLOwUz9lyX75N/LgTfn2LZyPrXAoiI7fNFe6Tdxg874JUtyjwzuUEEalMhhr9oy1kGFfcAj4SpQ4hrT+GqzErLo1QYypltVaVMhTJeVCF0YNGun1P1snjz87RIVpCZFR/w+pz2wrc0+C29PxiMMhmDBCE9DooNql+XpSbudLfVK+TNpOtGIxfvi/XWpRPX5bb38vfGoVqJor9N+J+aQtthHU7fJA4MX2829/Q3m+FaGfVysleyLRUE63+lYTWwTOeMLl67fkp+WxP/59xbMaPZpYpvrGzBzh/y66pAumLBo0rS0rVqPnRevL3itWYkEhRIgWGnbD3g0XKM6qa6xQMf3xN6JFjxjJD1Gr5ZZW47rrKnB99Qtls0+A9x3woaAtAUzGFxhhKchUfJgeB797/ztJ7V6Y7UlqRphOxNXaHO+8vt6mbLuiFaivulYUXO2i2RPK+OeqiafPlxO/Tu3Hj0vrb5ZLO/+sVkuXPV/1YgtZ8AD0l0BEYzG8dHh6OkJVBQD4XlxpkU520HJ4ou25XVO0/HAw+GG2b/HqttsmDwlzplfHvlkVVnar6G8fl8JKZEznS5kTd14TLr9skqqfjRbX88cqMw8qG/hQMJYxYWrN+WFcWvNIcAQFBjhaUiUYN6OCTwX0Ombj2qcJtnXvIHHdeYR0ckWO2bkVIu+bh8hjUvliFJhJYmG5KOHIvLozCeVtcYDF8g/m90zr/cWZJdnTZtC27izt8ZuVI6wCCXhSXuZirQFs42BFkvIY/7xtK13bTdbDFu4Rz1ZsevigINJvjfIkT6VPFWnsEzvVUemvlBbutUqqItP2DDxem45ZLHaMw2Zu0uXnAzeB1u3r9pFaDAG4RSfz9ju77tkMMSKEZ4GSexLRrTbuViz4Q60292tHCAK3pqyScavOqitSNqSzSO35l0tclCpGvlkFTVdP3b+qtotPfXLKjl67orfLlxWu3m8w9Z0dLBdjdBgk7qUw1Z4MNO5+p0lIxi2cG+Cc+w9Ba8vDOStvHWLr2bv1P/ixDBgxg69/XaLUjo+4Qt47t9sUUqWvtZAbcIYXWG2dPfJS3p/a30yR9p/v0x+XXUwICvIoUTezKn1wAFD5+9RJw2DIZAxwtOQaHkgsn1JhOCJC1eldYU8Wv2jWoPBvDui4L0/t8jo5Qd0SYeZuAciZ0djonbRbPJPrzryXP3C2pafseW4NBowX0Ys3qttU1/TrrKt3cwF60gslap1kYtFJXOn1ySoUKBJqZx6KLBAWI+Np7G+p/ly9k75Zp7NY/b9lqXl92eq623mPLcfuyC9f12nVfsGJbLLIy5iMr1NsqRJpF7x7PJV+wj1B0UAVSuUWav6S/ec1u175kFfHLdW5m0/EVDLdaFEszK57ElsvcevkxMBGIhgMFgY4WlItJDXTrsYrff3hqPqb2jNx1E5iGlejb/DxsRaRvmkTTl5KML9Cz/f65WmJeTvF2pLhXwZdbEFEdv6m8Wy+cg58SUFs6ZRscDjQIXKLeN4P6cveXp5p11kfr3F0Pm7/e6PSMuabXJ48/6S+trECxbjdw4oTQctkE2Hz2ts6cety/o9QSpdquQ6UjLuqeqy6NX6GilbKFsatapi9rnLiJVS/eM58uHfW2TLkfMe+Z5movQOb9xfUkrmSi+nL12XXuPX+eUQazC4gxGehkSN43Y7UDUgenDL0fNqMxSd6Pxk+nYZFun7+NFDZfWCG99Z09+fqSEftCqjUYakyDw4eLF8NHWrT9u9VpLRrysPxnjBWnfwbFAbx0dH+6r5dFTC4sSFa5pr7i/wlKVlDa81L2EfAwFy2B35X8syaq8TSNDyJ1J2du+6MuW5mvJ49fyaHU+aF2MD9321UJoNslmMBWJcaTDCYXZwhwhNSeO965u5u/x9lwwGlxjhaUjUkNmN4GAwHzsSfCmt9KGh0RjKfzFzh3w3/077k8z3hMB8KWbmXKRJVUL4EeHI8tHcbbEv/HgCbHmonB05d1UW7HQ9I0Zk46bISlX5vIER/ekp8mS81+6Haflffjdvt1+2hH9avFc+nGpbJurTuJjdMsexQu2IO+Md/oIqLLZb77UsI8tfb6QJS/eVzakzwpifYwFVvf9seWz4Cpm89nDAzNYGK4WzpdWDCHwxa4es2HvG33fJYLgLIzwNiRoqRdULZ4lS9XyyViEVowt2nFT7I+eljq/m7LIvc3jSuob7MqRjBRnepZIKIWZNu/60Up4bs8brM1tUS9i4h+i2+rcdO6/iE4GKeXyo0alaPrvwZEOcx3/SmsM+vQ+jlu2XdyMjL59vUESeb1j0rs8ZONO2TGSxZNcpCZaRBtwesBpjHpROAf65FNj5XaM9TFTny7+t158Jt4jo8PNUQUDDsmDriDz6uDJbe/ZS4IUiGBI3RngaEj32dvu6I/bZz+ZlbJvpPyy8U/X8dt5u+0UfP8MnahX0yv2h8jazdx3pXrugiiDmTxsOnK+iJKaLsaeWjLBVYtnKGcv4Pjwso9/nCb0BZvokBCGuc6S3LRt9M2+XzxZiGHN4c/Imvf103ULSu7HNNN6RlfvO2F+THE7gk3+2B51/ZobUybVT8PuzNWT+K/WkV6Oi+tgz6/z76kPSYdhy3Yz/ZPo22XXigr/vbtDxv1Zl1B7u6Lmr6i8cbK8PQ2hjhKch0dOsdC5NGtp+/IJuCoMVo4kYxeoIr0QugsDSBH6G3gTj7jfuL6XzceXCMqi/KKLkkaFL7ffR0zBvihn1zdv/yYTVd1f61oZIYlFMIw+WoTyXaWYS952+rElU3mbimkPy6sQNevuJmgU1fchZ3JPT3udXRITIIxXDZPJzNXWejwPBP5uPS7CSP0sa6dWomApQtvYRpPhSMvbBYa/RwAXy4OBF6vpw+uI1f9/doCBNymTydYcIrTLP2noiQYlsBoOnMcLTkOih+lK3WHa9/cd6m+Bi2x2TbkRYvc/myQd/22buqMywNOEryuTJIJN61JR3HiiludkYhd//1UL57J9tXtm6bh9Z9cTT07lKYhnHk3UfqjxSKa9erPecvKQb5DB4zi6vVpr/XH9E28s83Cy3vdWipMuK8sfTtsmBM5cld4ZU8tYDpdS8HZEKGIcHu1URPzOPOS34FW80km87VtBgByzHNhw6p64PpCR1+3mlbPbQVnwoUzp3BnVDgP7TtsrGQ751yzAYosMIT4PBwUz+z/VH7YLr6ciq57Wbtgs6vpsvupi58za027vWLCgze9fVGTnE8JC5u3UreNFOz873tQjPpfONVPrwYbQgVhQxFsoVT8icJoW0iAwAYM4Xp4GdJy56LWFq+qajOtuIriW+9L0HS7sUnQt3nrQnKn36cLikT5Vcbz9Vt5DO3O46cVEmrvXtPKq3Z44JYhj2eCVZ/npDfVzCwzLoa58KnsXrEzfq+IFpJbuGg0zT0jnkxq3/pOfYNcbM3xAQGOFpMIhIo5LZ1UaJipJV2cNSxwIt8HKT4n6dbcyd8V7dCv6uU0XJmT6VisNOPy6Xl8av81gLkha/JcLHOZior480jidxCXEWynSMNOKet/2kfeHq6zm7PC5uZm05Lj3HrFUXgzYVwuTDVmVdxl2eu3JDjdjhser5pVbRrPa/Q4D2qGcb+/hy1k6/e496gyxpU8rjNQrIlJ61ZFbvunoAtGAB7JHvlkrdz+bp/PW+U7bDkcEG71eftgnXeeD9py/LG5M2GZFu8DtGeBoMkYLLyldnu50Fh9cnbbT/fY50qbRqEAg0K5NTl4/wRkQHT1p7WJePMH/3xEXFardP33TMvhG7PoTy2WMDQ3+MuKl0U/FkxAFf17nbPWdtxdfqMXqNVvBals8dY8b6+39u0SURnATw9HQGZwUOIogwUrRCmSLZ02rwAs8PsATG88OBEceJep/P0xAGFvH+vWy2ua1RIpKl6Jzw3hZbSITB4G2M8DQYIkEAAIP41sxd20p5NU6RXPW/Nti23gMBUmLwRmT+k4vwv5dtVbF23y+T3ScvJuhrlw3LIKVzp9coRkQtrHPYaE8MVSIrfhBHAasC+tVsz1Q9GY94euRqfXzxtBzwSLjdO9SZGZuPyYQ1h7TtTyQrByRXbWlmj620o8TQTrUeLsYOVr3ZWL5sV17qFsumf77mwL+6iFflw9nyzMjV+hjiVJCYqZg/k/RpYnNJeOePzbLjuHEKMPgPIzwNBocMdUeYuevfuqx0rWnz6sTUPdDaVFQg/+hZU/o1LyGpkieR5XvPSPNBC2XQrB1y7Wb8265WhOS4yCUjS3iGWmJRTIcQa9a1ZK50kjJZEn0MFu9ynWblLsv2nJZuv6xUIUSF/ct2EZp37goy462qOy4LFfPblp1c8XDFMLXP4d8MW2hL1EoM8Nq8N0VSaVk+j/z8RBVZ1q+hLtRwGEPYT998TJ4auVqqfjRL3p6ySZ/DQPsd9hXP1CkstYtm1QjTnmPWhORYhiE4MMLTYIhkjlNKkDVz16lqfrWtIWllgYeXeTxB8qRJ5Om6hWXmS3W16sMFl4zv+75cKMsdFoTiQsuIPCpkdxy/qO058p+xnCoV2eJMDHY0rSvksY8cWJGiX8+xZafHh1X7zsgTP63UC3+DEtk13pDnzhWIozcnb5RTF69LsRxp5aVGd3t6OoJ47dPEFqWJ9depRGo7RAgD8aLTXqytH0/VKSTZ06WUs5dvyC9L90urIYul4YD5MnjOTjl09rIkJngvG/hoeXVD4PcalwCDwR8Y4WkwqGn6cXl+7Br7/6dLmUxu3L5tn5FqG1kBJEM7UMmbObX81LWyfN0+QscDdp+8JG2/Xyav/r4hzvNuLK3cX9Y2evDaBFvVDdFJWzexQIwpzNxyXBeuiHmkohyfGMK1B85KlxEr5fL1W1p1+qZjBUmZLPrHErE/deMxtRJCLLjzuDcvk1PK5smgJuy03BM7VD1fv6+kLO3XUH55ooq0Kp9bD1N7Tl2Sz2fskFqfzJW2Q5eqcX9iGE8AROegtuV1NnzsigMBNT5kSDwY4WlI9MzbfkKeHbVGl4fISs+aNoVcuHZTFuy4U93EL5E5vEW7Tsmmw+cCej6R7G5y360q3fhVB7XKQxZ2XNqMjBrAlciWXGJYLHKkWI506uWK1REb7g9XCtM/HxxHUYd/IlnkF6/dlOqFssj3nSvFKCSPn78qb0/ZrLefb1BUvVzdrWj1bWareo5ediDRVfSig9/bOsWyyaB2EToP+vkj4VKjcBYVXxwk+k7YIJU+mCXPj12rS1/B7ocaGzWLZJXn6tm8iPtN2CgHTieO1wkBDDuPX5D5O06q6MYFAZsyg++5e1LdYEhEsOjBDBjtaSpGg9qVl/5Tt8nwxXu16mRtulNNvK9sLjX7ppXJRSyQoUrLfCrtYrwO8aLEL5JFlQ9aldG0GHcWEtgixiMy1P07Y6p6UuEkv37cU9Vk/MqDmivOrKA7QnzLkfNqeUXyVJUCmeXHLpV0JjE6OBi8NmGDWihRvezhYB3kDrWKZFVRtWT3aR23QGSFIvF1NWNul3lYPo78e0UmrzssE9cc1tc4v9t80C1gxhcrLZbsQjEelmW05XtPy8p9Z9Xf8/dnamhwQrBy49ZtPbDh/sDzisPD0X8dbp+7qr9TzmAztfi1Bn65z4mZe/4L4Enr8+fPS4YMGeTcuXOSPn3imC0z+I6lu09L159W6MwdCSm0P3nzRVQwC4av5+q3Gtk3ialcPTB4kVZQFvStb8/KDnRYZPl+wW75as4uvc2izIuNikr32oWinTG0+G7+bk3MgTl96kqhbGklMcHjVePj2TpryeuDHHvEO68XzM1jgs1hXAZY+MGi6Zcnq6rwiQkE7msTN+rr8O/na0nRHOnifJ+t1y8b3tN71dHKbajR4uuFsunweR0tqVfcljoWX7gE8rV4Xjls8nxZFM+RTg9vLC/lzJBKQglEWfMvF6og61aroLzZopQEIjw/zOhyf60PhORhh9uITnfCxYhi5VB+8MwV/X88YbHnMvhWr5mKpyFRQhXLWvSoXzybDOloyzUGElIwSsdwmfk+LjqWzRCtUhJ9hi/aK28F6Bu1M/xcPRsUlfvL5ZY3Jm3Uatin07fLlLVH5KPWZbWyGR2WXyJcupb4tmB57JjvJSkKb8j/tSojE9cekllbj2s1s1Ru12+wVNA6/LBcRUy5sAzy0xNVYhWdB89clv/9ZVv4eKVJ8XiJTqAS26x0Tt3o/vyf7fL9YzEL5MQOFU1+t/l44/6SWtGmCjpz63HZfvyC9J+2TT6evk2ryYjQpqVzurS1CjYIpKAi3v2XVTJs0V6pUSSLNChh6/D4ErbrbYLSVqE8cs4SmFftt3mfjg1msHNlTCW5MqTSn43CQK4M90rujLb/58+xoes3caO22nGBYJTF4HuC/7fHYIgj5J13HbFCZxdZ9Pi2U8Uoix5ciB4Mz61pNX+sO2IXnlZEIcKTytQLDYtKhntt0YXBQMGsaWR0t6p6Uf3g7y16UX34uyXSsWo+6dushD2G0ZEDp+8kwYxfdUDKhpWVxAazst/M262Cnf5Qi3K5tSXLAs+QjhXu+vy9py5Jhx+W6WY5C1kjn6jq8rF1hCz4V35fr4tBlQtkkidq2TLY48vLTYvJjC3HZMaW47LmwFmpkC/6w4XhDnQAGpbMoR9UAqduPCoT1xzSlvTCnaf0I3WKTRri0DoiTKoXzhKtB2swwChRlxoF5Kcl+6TPr+tl2ot1PFrZJZXrxIWrd0SlQ7XyqIrKq1EqzLEtRuWOFJWWkMxj3c6YSrKmSRltCIOjnRmiExhFSkzLkoGEEZ6GRAUJPF2Gr9ALPLNwRFC6evOxhOeCnSd1IzxjaltMZL1i2bT9hmgbs/yAPBsZVxgsIKrbVAyT+iWyy0dTt2pC06hlB2TG5uPy7oOldc7VcaZt3cE7i1RUSNkSDoVqT1wIy5RaGpbIrhnho5fv1/YcwnPqpqOy68QFKZI9XZSqJaKTuFVeJ6O6VdXWXmz8vHSfLNtzRsc7qEIlVMxwn4jh/G31Iflk2jadTw3FWUVvwqGSQwcfLOAQpjBp7SH1duXwxgeJUa0i8mglNFhHGvrdV0JW7T+j4wYvjlsrY7pXc+v1Rwv8/JWbDhVKqpV3BCaikhY46VyxQfqUJSj1w0FgUrFEDMfkAuFuZZVqJ3Somk+qFsqSoK9niD+J6wpiSNSwjd6ZRY9rN3VbmRm96E68tDlL5Eyn3p3THHwcuXh3q11QXvl9g4xYvFeeqFUgwW+I/oC8dQQOF0zym6nSEeGIv+T7LUur2IJ1B8/a/w2PG0k+j1SybbsnJkgvQnhOWH1I+jYtIU1K5dBq4jdzd8vAtuX1c6jiMNNJRYelrNHdq7qVa0/SlDVH+/r9Jd1a/HKHXo2LyZR1R3RzG/9ZPF4N8SNfltQ6F/1CwyKajEQV9K8NRzXRjDloPsrkSa9VUKy3WFAKFnj/+rp9BWnx1UJ9rRA9+lLjYhpAccw+S3lVjka2wQ9bt/+9ogf42MASLEd6qzqZSnJFCso82ha33Wb20tsHIzx4eZ/D19VV9KzBdxjhaUgUbD1q2y4+f/WmzjQO71I51sodF5Bt07dru90SnkDr/fMZ2+X4+Wv6d8EsxGoUzqpG29/M3SXfzt+tJvq0o3o3LqYVM7xAgeUD5sDGrTwY1D9vfKlbNJvkzXyvLiVQ7WQ2DOE5Zf0RFSRcvKl0cpFmpGFMt6puiQ+se2hxkgvP2EenqndeZwmFC33n6vnlx0V75bN/tkntIlljbUUaYgZxxPsHH28/UErmbmPZ7LBaslEx3HR4i3w4dauKfLbiaWUHYjuX0Y5Tl65FaYHjtoCQ/HL2Tv1wFw5XOkcZKSLvzFTa5ixpkft7HIH3/6HzbR7M77csE+voi8G7GOFpCHnYLu44bLnmmbN4wSZsbIse8EC53LqEs2zvaW0ZcWq3Fk661Cgon0zfJj8s3KPWLMHcxuTC2LtJcRXar0/cJCv2nZEP/t6qH5Avc2pNgBmxZJ/Ox/J4BmtbMb4g2DpWza+VyZHL9sufz9eSesWzqb/n+39u0UoKy2g8VmO6V9UEHXcYumCPbqGnS5VMPmlTzuOvox71CqsFFKKI0QDmUw2egcNGszK59IM5RczYab/zfHKA44MgivvL5VIRWrlAZp8Jfwzx7bOUDuLS1hbHduiK+hbHBob7dxZ1HNrfkUs7iMuY7MECAeZMsSij5c/SHfO5Bv9ihKchpHHcLsYXkTxnNhvdAe9ObHBordFWe9Jh4YMZIWL3iJ5DfDAzGewwF8gs4K+rDur8J9VhOHDmsqROmUznHKnyIWSCZaPfkzxSMUwGztghGw+f01nh5xsU0ed+dmTUKhdnRCcXY3erMINm7dDb7z5QWi/oniZL2pRqm/XFrB0yYMYO3ciOzUIrmAgUL0Cqfo9VL6AfjE5MWsM86GEVfnQJ+AjLdK8KUD4SYkuGZyUtcFe2QpZvJb6xsYEG5jDtOFfJLDsHasu3d9KzNYK+Ss7i1PpD5/Rw917L0v6+OwYjPA2hjON2MbZAI5+sEuctdNrqCE/8/RyFp7V4QPv5+wV7QkJ4AheZdlXy6VZv5Q9n2f+8ycD5Ui/yZ2S+jYScYJxtTaiIu69sTpm87ohaK7Fo5cjY7tXss7Hu+IP2/nW9Vp1ox1q58N7gydoF5Zel+/T34bdVh/TQZPAehbOllZebFtdxFboH/L4Qf3ro7BVdWOQjIl9GaR2RRyvQmRzmgFnY4ZBMVfLO5ndUayEW19xx3+Y9ynmW0mqD85EjXUpJ5uIQUr9ENmk5eLEerhjT6F6nkAQrLPthKQb8vlpdK4N/McLTEJKwheq4XYyNkLWZHhdIK3rvz836Jrzv1CUpkPXO4kfXWgW1/Yy9Euby+ACGCsSG8oFxOrCtyhY/YOb8z+bjuvmf2GBmEuHJtjjPuyOpUrhfSWSBg4onlbKPHirr1VENxkqeq19E3v9ri3w5e4dW3AK9PRoqh7hqhbLox3sPllFf0NHL9usCz9oD/+rHW5HRqFbFnEMy876xwbiPtfltm6WMvO0gNNO4MU7kihI50+v8KkuHVD8rF8wclHG5iPg3Jm9S27yqBTNL20Q4mx6oGOFpCDnIqG7/Q9y3i13BYDzZxvj36VJJw6JRLhQPlMulQmTogt0yuMPdno7BCtUZRGfypPfIyjcayXfz9+g8K/NS8MLYtZpr7++lAV+DHyYtUx4fPhDnVC3xfPxhwR554/7YRxDWHjgr38yz5b0TX8przNt0rJZPq1dU0bBueqZucNmABQMsinHQdWUrZM1XMmceHTw3FrwmrC1w56UdPrKkSeHVw0qHKvlkya7T8vfGo/L82DXy9wu1g24hhzhUwgAQ6Xh2BvvIQChhhKchpOANHtHJm3ihOGwXx8QD4blVeNJu79mgSJQ3fNpQCE+MpmnrMBcaCrAgAYwoUCnGfoT86seHr9CLK9CKp5LsmG4U6rD1i+C0GPlkVbXU6TpipfqhPluvSIyHHLwE+/y2XuP9eDypqPsCxiKwyHn5t/Xy7bzdOiYSTOEHgVA943BhX9ZRW6GoizvHL1yzH8xiq0Drsk7GVDqLycKeq8/B2ozqtD/eU3iP69+mrGw4/K86OfSbsFEGd4gImiXK0xev6dIfvNiwaKKL+g10jPA0hAxsntNe542SyEuMkN3dLo4JFjLenLRJdp64qL6ejkKrdO4MGqW3aNcprShhwh5KwtOxxcbPvbRfQyn8+lT9f2bRWny9SH1NezUsFvLt28vXb2rMqiOnL17XUAEW11g6IkqV+b7o+Oyf7bLnpM1L8D0fv1YQMUPn79bX8fcLdgd1RvU94lkBxIGADgn+lHbfykhxaS3uXHbTs9IW22jbBLc2vx0TdlxVDhGsS3af0qUkfIOZxx04c4d+4DnMPOh95XL5tOrI98Lf8+Fvl2jls8aKLOrsEAzgyMFIEF7MOHIYAgsjPA0hAbFsVDpJFaEViuj0VPQblSGsc9jopurpXOHjjQ3hybZ3r0ZF4zVLGmgw0wrOs1201r/rVEGeGbXGfsHEH4+K7wetyoasSTnCpNvPq2TF3jNqkVMoe1p9jFgyqlU0q1bCnx65Wn5esk+r4K6qifijDl+8V29jneTr1wnP3StNi8tTI1fL8EX75PHqBTxyMAt08Kw8efFalAqlY2Qj/3/azdhGRisc87+d2+B0V+IzfsK/qV00m378r9VNmb7pmG7FL959Sl9zfLzzx2ZpVCqHtKmQRz/PF+4E/P6/2qyEepNSQcS/lBnQQAZPVR47noaP25QLKReHUMEIT0PQQ1ul4w/LtZLEwD3bxVQYPAkelwhP5jz7Ni0epeWE8beVcjR6+QFd5AhmsGuhemdZqjjToEQO++LRo5XCZNHOU1plpg3PwhFWS76YW/Sl6ESskdVOtN/PT1aRNCmSSdNBC3RhBGubxiVz2KNUEZ8vOMwCw8VrN7XNzTZy+yp5/eaCwAY9G9UstrBd/b9WZSTYOX/1hq0qGbkJ7mwzRCfEHc/K1JGxjVEywCNv54q87QszeJaCiLXlA3E8eS3+oIe0Uk1yGB/8/jECRMhD6dzpvdoCx82Dauzc7SfludFr1MM2UGNzL127qUtR0LVmwaBcikoM3PMfwysByvnz5yVDhgxy7tw5SZ8+sE9ZBv9w9tJ1rXQi+nKkTym/Pl3dY5GDjly5fksqfTBTZ/wmPFtDT/6OcGHAHoeKx6JX6wdkWklcokVpoRNjt+7tJi6H8vtP26qVzvrFs+lSFS1BIkQZcePf9buvpG6RBvtAP7ZHz45arV6d5Kj/8mQVNQKHR79bqnY5zJAxP0k1nKWrjKmTy6JXG0QJKSAjeuyKA1qNn96rjlsBBt5i6e7T+jtDW3h2n7pe+X3x5OOvnpVOeeCWw0JcKorkqkcxQXda3KFKHagzjFymNx85rwb1f6w/bHebgGI50spDEWHSKiK32x6y8Tnc3/fVQk1r47D56cPhEohQlaWrwO/ZjJfqBKxA9lWl//Z//7m0zPK3XjPC0xC0nLt8QzoMW6ZvyFTYxj9VzatD5C+NX6ctnC41Ctw1y0mVsM6nc7XS8kmbstK2cvB6JZLM89bkTVrJZXnGFcyg1f98nrazEFlcvLGU6jdpg6bkQOUCmdQqiNz7YITntOeYNWodlTJZEhnRtbJGjFpMWXdYXhy3Tg88PAZJ7rlHGg+cL3tOXZJ+zUvI05Gb47T+uoywzYZSja9eOIv4m8eGr9CNXxacvmwX4df7wiWIajKHR+c8cFrk7lyhMqVObveqzOMiD5yZWl9dgH3xuly486SKULowiHNAM9conEXz4knnia+dUkwHlo7Dlunh8st25dXjOJDALaL1t0v09UJQSKiO/bjToRm5dL8MmbdLMqdOITN71/WJ+0hc9FriPQ4Ygr699tjw5So6sRYZ272q1zcXaSMjPInGe/P+klEuZMwRPVGzoM5CYSj/SMXgrfatO2Cb74yIoU1FHnm1Qpll2Z4zmnTUq1Ex9TGd3KOmJoVQAV2576xWSbDuYfwgmKrAWOP0Gr9ORSd2LD88VimK6AQu7rz2qALN3npcoxN71C+iLXWspx6vUUCu3bgtr07YoJ/ftWaBgBCdwLgIwpMq7dN1Ckup3P472OMYgRCODkS/Y4USUYkPKvB7iCF+Yqps8V7DuAsfbNpP23hUJq49rHOgi3ed1o83J2/S1yfBBLxuPSE8eO0+36Co5ri/PnGjlAvLqO8DgQDim64CopNFrMQoOm/euq2HEVLKKIAAh65AtLxLPL+thpCBHGLmCYlBo9LBIhFxj96GJRK+H20uzMMZ8HekXZW8ekHcffKS5jSzCBCMrD8UuViUL+b5KCx5VHiuPKgXJN7gEOPdaheS5mVzyduTN2mLmllCIkc/bFVGahSJKt4CERamEI/M0uFjOrRTRanj4kKGRVHbynnlm3m7tUqM8KSCSAwmlku01llAQpgWypZGlzQChTJ5MkiLcrn0efl8xnYZ3qWy3+4LAhiYka1TLOtdeeDYUzm3wOduO6FzyKQEJSbR6QzjASSN8YGd2+S1h1WE0pHgkMwHFflW5fNI6wphUjxnwt4nmV1mSQ4TfPw9GTsKhAQzXBqomPNaeTORxfn+999/WvnGMYOIaAuWIL9u799uRnSERu/BkGhgeBxLG5YjeNMd1a1qgt9M41JpQFDBH+uO3PX3ZMBbcYTfL9wjwVpJJmsawsMyxmozxXPAzN2CnTbxYMFCxrDHK8m3HStom1PjS4ctlz6/rlcbpkCei6JCiTcrM5BDOlSIcREI8Y0mosq05+RFfY08W8/WYn/vzy36dSg4DHgkPOAqvn2aFNfDAockqmX+YmWkjyWPGwb8LIXw2qKCTkxpoM5dBhr4fRJwMadPXZnYo4Z0rpZf5405+AxdsEeX4e77cqEMW7hHXUDiA68XRjMQeIzU9J9qy3X3J7xffTXHFsjwdotS8Q4LCUaW7zktbb5doo4ajqKTX5lB7cprgEogYoSnIWhgwefJn1dqCzddqmQy6smq6qPpS6yYyOmbj8m1m3f7+nHRRLBwIbe8MIOJDQfPabsqb+Z79aIfEwgpvCFh/IqDd/09ggGhPqtPXb0I8mY4Yc0haThgnvy++pCe1AMxYo/7xgWWakGT0jljvdjXL24TpjgawMMVw7RSaoGgisgXdRktEKBNSsUWPp2+zS/PB96omyMdFIhmNCQcfu9I2MKxYPnrDeW7ThWlaekc+prccvS8elxW7z9HuoxYoaMWzATGBWzqPn+knN5mrGbG5mPiz4MiLXZa7bTX6TgkBrYcOa/PX9vvl8maA//q4iOjTxZ9GheThiUDt+OWeHsUhqCCN8fuv6zS1i4bwb88UcUv2ehVCmTW7VjSauZtP6mVGec3ZayXmLWh/fNNx4oSTKw7aKs+lc/rnlCi4sfFZ9bW43LywjW7jdK7f2zWZYRkSe/RKmCKpEkkVbKkmpuMsTOtbD4q5MsoxXKks3+e7eMeSZYkic5WWreTczuJ7XP4XL4ebf3kTretr2F9jnXb+rr6/0nuuauKhujiPtMep0I58NFwe3U7NhDVVA1/W3VQXm5SXFIlTxLFvieQ7bVeaFBUJqw+JKv2n9WfwdcXK+aJb97+TyvknrZAM9jGQZj15AMHkL+YB11zSDtGvH/xQUu2eVnmQcP0/c2d2XTmS7vVKijDFu2VV37fIKXzZPDL8zdu5UE95GOF9eFDZUK+On7wzGUZMGO7TFl/RAsEvJcx4vVopbzyxE+r9HPuK5szoN9zwAhPQ1CITloJmLTzBvNT18p+qyDxpvxAeC75YeFerRY4C0/LUB7hiQn0/tOXAtquxp3EophgzMHyhaRSSHUPEYehvBWtGROc1vnwNXZBGylGHQ3E2dplQWzE4n2RotZJuEYRvPdI0siL3fmrN6XRwPkqPB1hHrld5XxeEcwJhYNSl5oF1Brr0+nbpV7x7D5dRsCOCioVCLyKcKiRKU0KPSTxwViINQ/KPPKvqw7pB+KRLsZDFfLo/GxM9G1WQlbuO6Oz9i+OXSvjnqrmU+cA/Fn7T92qtznwhWUKjbhiV5y6eE0Gz9klo5fvtx9qmdHm5+Z3uO3Qpfo5+El/9nB4wAtwIzwNAQ0tFEyL5+84qe2EEV0qS6VIH0V/8WB4HhWebDJjDO7syUiyB8soLE0Qo/l+y+Aw6UYwxlV4QvvK+VR4jl95QJ6pW0jf9DCZZjln3o6TuoxgWb7EBNGAfF8+9+bt23Lj5n9yg//e+k83NrGR4fYNp9s3rT+z/o3D3+vXcWEebvu3t+TKDdf3BbeE+IBpuTOMhvDhacFMRdhWDb5HkieJKlbdEcyW2GVuGjC/x7/1EUYFvFxhvvPY2ISn5Y1q8A04gPRuUlzdKKh2UwXl95XX7+C5u/SD8AhSklqUy+1ybpLXH5Ga93+1UL/GoFk7Y4yL9TRvT9kkF67d1PuJg0SoLtL+sHCvzuVaka3Y3PVtWkI7frxnv/zbBhX/zPPivuFpGy1vYHw8DcHjo9ilckBsRfMr02DAfF2Y+aJtuJo3O7N41ynpOGy5Vr+WvNYwKAbeD529LLU+matCYdN7Td1ehmFOr8qHs1WEj+le9S7bIWZzEZ/4WSJE95++HO3XIo3lg5ZlJEPq5B59vmjnqhi1i1mbYP30n+2aRgVYz1CZjCJcb92W647i1lHw3v7PLpKxL6HK7QgzZxyYLPBYTKhgDlZcCWa0qGX7gmjF0sldwUw1GsLDMugcLq9Z/Tc+Esyh2lliZIbXMa9b3B2Ax4NKOCKURTvnLXbs5XqOWavP58gnqqr7h7eZvumoxvbyHP31Qq2Aj/GMK9du3pLRyw7oAcBaxuS1jjOG4zVwOIWNv7boeBCeyzX9eH00Pp6GoEd9FMc5+SgGgOgELkYIJKyT2G53JTwRGUTZUTkjz9s5QjEQsaqdZNHHZQMbOxvmWkmTGbfi4F3C894USfWCZW2HI9hVhG63VUOvOVRDEYF8lM2TQT5/JFxTWeJz8efNmg+2Ovn3lpgQB/0/eM5Ou+hkG/aJWgUlITgKz1m96+r35jWCpylWQSzDxcXbNSbB7CiGXQljSzC7qhY7Cmb+jNu4GTje/+ZlckZ+bRf/PqbvG88KM18rPst4VHr48BbeqDA7zjAHkmDmd57qJh/Ma/O7MXHtId1en7nluH7gYkGLl3lQ5rP5Pnw+rg7MR+N9O+3F2l6NzMW79K0pm/U2oz2hJDpv3f5Pgyl4z2AEAgplTaOVZH4nHZ9Xihv4RsPr95X0q+iMK0Z4GgLyl68PPoobY/ZR9CdstyMqML9maJ/5KUd4g2DWk2Qbsru5HWh2OtEZx8cn35h2O8KTuVZXj4fzNnXBrAXVAUCroXtPy/ztJ3VJyQKPRuxf9GtXySt1i2WXmkWyqGWVOxBzuXr/2WirIUPn75bPZ+zQ26QMJVR0MsvrSLZIRwBagD8s2KNtbHLdXc0ER0d0gtlbMDdNYhWxr4j++LbsEMx2ERqDYP52/m5t7zJC822nCm4LZm7jnQrMJNYqkvWukQxfCeZAxROCmc/lvSDjvSl0vt4Sfbg38FEgS2o9dDMT+s4DpWTN/rP6Ou/96zr5uWsVrwVofDxtmwpjvHEDfYkmLr8zc7adUC9O/EgB/1VGIRh9cZ6dZcnouTFr9FqJYf6TCXz/8jVGeBoCCn6RXvl9vUyJ9FFkKzwmH0V/QTWrVK70ak8yddNR6Vg1/12fc1/ZXLqwwdwUNkKuPieQiM98p0WZPOntjwem1e4KOa2GFs+uH8SQ7jh+Qdp9vyyK1+fYFQf1g9cDSyi0/eoVz6ZVRFeVHV5Daw6cVaEydeOxu4Qn7an+02z+gy83KWaPtkzQa/Y3WzqRxe9rDunFgArRYzXyy5C5u3U5oEmpHAHbvm1XOa/OkjEKMWLxXunZIH5Ven6+FMnukRQSs2BGGMKLjYrqcxoXEEIbDp2TD1qV8dj7Q2yC2ZV4jkuF+a5qc+T3OH/lpra4+f3Jmi5lUAhmljz3nb6sKTl8EI9LxW3HiQt6GP9uwW7pUc/zopAOCZVV6P9Q2YA/zLvDqn1n5JPp2+xz4OlTJZNn6xXRaGbeH12NNuHw8u/lG1IuLIN81LpswL6nRIcRnoaAAU82otho+Vk+io0DOP2H9jJCi3a7K1GpMZq1Csr//toiwxbu1apgoMZociGjyuhOYpEreOOjMkkLbNzKAxoPGZ83Q6yV1rzVWE2hMZt3bL9y0cZOiw+qHrkypNI5SkQoFz2rGnr47BX7xXjOtuPSu3Ex+9cgYYiZKGD8Ib7iyhFEGtvZaVIklU7V8+uGONunT0Q+BkSpDl+0Tx9fZufiKrJ8Ba9XHiuq9PwMvKZjqlwnVOStirzQBspikbuC2ZMcOH1Znh61Wm+zkTywbXmfCmZn8cxtBA3dJqvy5kil/Jl0m52D5j+bj+l7NYcA5wW6ATN2SNWCWaRi/kwenUHFsxMI6qhaKDDiZ+PL9mMX5LN/tsmsrSf0/9ljwGGiR90i0c6481xzyOW5oTMxtHPFoBTfXhWeCxYskM8++0xWr14tR48elUmTJkmrVq28+S0NQQq/UG9N2STjVx3UQelBbcu77aPoL5jzRAAhOo6du6q2Fs5g0E2EInONcW21+vpNkFlLjPkLxtP+qWVEHp052nH8olokJeSig5XLpB411KKJr8nF0PHih4hjMQUfPz6ohvL9bHZAd74O82nWc8PWPa1kazbspUYJF507j1/QBSUgqo/XxKil+2XPyUvqY8pcMkb8narl0+1U4kMRy4FaoXigXG75dp4tfpBWOLNj3mDPqUtqYcXFlnnexAhzzoh82tdQLZ5CyhOCGVHH/cEibvbWE1HmrplVZ7To/nK5olgW2drsYfr7xVwiIpRWu2Pnak6feuIpvp6zU99HSUJ7rXngxM/GZ4nzi5k7dX6W1W6KLI9WCtODMNnqMcGIiTWC9l2nCrF+fqIUnpcuXZLw8HB54oknpHXr1t78VoYgF53ECzI3xPV4wKPhegEPdJgvo8XESZ/NTjLKncFqqVO1/HoxZ9YvUIWnY5s9vlXZ9KmSy/1lc+tYwbgVBxJc7eCC+kilvNKgRHb58O+t6jkIB89elk8fLqdtbBaUqCJyQSI/mg9nWJLAVeC1yGoJxtd9mxZPsPijOsQsMq1Tqq60qvmaeCCOWnZAq6vWQlz32oXk56X7de506Z7Tdy1gBQo892zOdv1ppc4mU7n2xsVtZeTzxOuNGcT48p/8F5TvdwiIz2dsV+EBuTOkklaRKWC+gtcv1Up+P2ZstlnDWTA/idjkfTg2P08OdYyrMMdOBwgByvshv590sTzR5SGphyo8kMjEe02wwfgQ4zajlu3X6jOwMER0rTvRlnRveM3Aew+W8butYMAKz+bNm+uHu1y7dk0/HNfzDaENb8KICmux5JM25VxuiQcqvDkjPJlJdSU8oWuNAjo7h9cdwsOT7adAmO90hHY7wvOvDUfl7QdKub0MFBNUDGlBtqkYJm9M2qizZVSKGpXMIe+3LK2zoSz32JJYTsjc7VFz463NT8srlCqeJyqOHCaYM+QCy+vW+pocNBCeM7YcV5PrHOlTSfb0qVSY/rJ0v158AlV4AiKaBBsq+SzQ9W9ti0f0JFZblucjMYEvI4lduHU48ky9wgkS4O6CEOR5RWxO23Qsyiw1B+kW4bm06k2VM66/I3w+EcZ8vNWilMfuM9XT1yZu0FEbhFqgHt6jA59c/JwJpbDEffVCWeTV5iXcfr9l9OjFsev0oNKxaj4dNQhmAiqrvX///uoDZX3kzWvLETaEruj8ZPp2jV2D/q3LavRXMMECEa0SWr9U3VyB6GhV3lbNIEYzEPGU8ERUc3onGpO2nSdhjnN6rzrSs34Rba2zkNF44HxdFqIFyAb5iK5VVDRFB/F6NT6eI6/+vkGmbTyqNkLxYdPhcyrKAPGLuLRgmYlxAC6Y2EtZUBWiRbZk92lZvf/uymyggIDo28xmBE6aDRc9T2MZxwdz1Sau7DpxUVoNWWyziEuaRLslgPWQN9/3eJ9df/Bf+eCvLfraZ3mP7hKiM2vaFPJ49fwy4dnqsrBvfenXvKSUyZMhoEZBmKHmgMcY0HsPlpZggU7IL0v3Sd3P5qk9EqITQf/LE1XU79jd91reo1gmwiyf18w7DwTPYxAUwrNfv35qPmp9HDx4503bEHp8MXOHfDffJsT+17K05n4HG1TjLP80loyigzYUUAWLTqD6C97YLHGRUOHJBYvKHjiKLk/BID2edlNfrK0i99L1W7osxAUdMQhHzl2J8pg7VvIw9D92/qrOEj87eo1UeH+mPDp0qXwzb5e289zJ08DcmcUnqwJD1duZztVty2Zs4Frb21SU2lSwVfOZ9QxkEISNSmZX8Tww0nbKU1AFPnDmss5y4wWZGMBmjNfo7pOXJGf6VDL2qapqCQRP1faO1RoOEZ//s13qfT5PWg5ZrAd8XvsIOGYK8ZVd1q+hvNeyjFTM715Gu3+yyW2vPzoVHOIDHarKzLwSn/v2lM0aZZk/S2r5qn2E/NmzlloDuivs+VovjVunM+MsU+Ly4ovKeKLaak+ZMqV+GEIfqkVfRV58Me/uXD14I88QHsRj/rH+sLzQsIjLN5WiOdLprCJebbTdP3yorAQKGw+d0xZO3sz3qpBOKJhLYyNFFRgxSAXF07D9/tvT1WXsygO64MX3enDwIm1zW8bLtLYsaE/xmLNEQdVz7vYT6h3Kkgv/zwf3Ge8826Z8dk1gcTVLxmIASxRUi7DzcfV8NyuTU7KkSaEXerZW+X9rqenXVQd1LIDHndi7QAWBP3vbCV1mePrQv1IuLKNHq50EFXhiFCOQUeE+c7vaaVmjBUM6VJAlu0/pyEim1Mk92jZlS/7PDbYQBsetdLxSG5XKoe9VdYplvSt9KBDhEPjG5E3aPalaMLO0DfBuGPeXeXPeR5h1BTbPX2xYRNpWzhcvwThw5g79HWQJjw12bxrzJ1rhaUgcMBvHLxS8fl/Czbv9TdPSOeT1SUm0msEbDjNOrmDBBOHJpvZLjYvpm1IgtdnDPSQsWORpUjqHznlirfRBHu+IbCo0WP5gufX+n1v0+zFD6QgVzqs3bqvQ48JAZYmKgwYSPGC7UM/bYUtRQgwcP39N28t8MEJRMV8mqVs8m/qMlsyVTv1BrXEJhGx0Qp0L+6OV8+prHWslS3jmz5JGWpbPo16ng+fulKGdK0mgwshAq8j7irE1kXyeXCwKFBslb/Hv5evywrh1eigFbLX63VdCkt5zjwyZu8v+ZwnN1qaCzGuf0RZa6haMdRC8gO0b1WsSxoKJyesO62OHYGMMKxArshZrD5xVL06s3iBdymTydN1CGpIR3+d36sajGpkJH7cp67GDXyAQXK9EQ9BDtY9fUHilaXF5qk7CzLsDAao2DUtk12F93vyjE57VCmVWw1/mlUYu3a/iMxBYm4DEouhgbIKL4ZS1R7RF5s2LXvZ0qWRwhwrSpuIJ6TpiZZS/++v52nL/VwvVxB+bp+I500X5+3xZUstj1Qvoh1UN1SWlHSe0vcUiBh8IL4ydz1+1LQew2BTbkkOHKvl0lARDbcYrSGyC5+oX1osqs37bjp0P6Mi/lxoV0w1lfoYlu055JLbWWixKiPAMXAlig7GNp0etkoNnrujhh+UzDhyA/yWvRcTJYzXi1+khHcz2fnNYnRysCRG0GYtrVDZ5fUbnBxnonL54TQ+T8GLDolIols16f87t4sVpLYsxu/tY9fzSo34RPYDHl61Hz+s4j+XCEUwLt34XnhcvXpRdu+7MMu3du1fWrVsnmTNnlnz5gm+ez5Awflq8Vz7427Zh3KtR0ZCJOwPe6LkQ/LX+qLzatITL07kVo9lzzFodOn+mbmGXyRS+hCqgVfGM8OC8HVub+TKn1lk+YhGxRfI2aVyI24eGLLZ7Es7edvwu4emIYzX0bSml82VWpjwLQZboBBabHv1uqVZDmR0ldca55Z43c2qpVyybbtmPXrZffT6hSPZ0cl+ZXNrCpgVLUEKggjBHQGMF9ck/22Vy4SwJWjxhnnjrMVsbsnLBwHN38AST1x7WLWwq7YyvDO1USUrlTm//fcPVAFiGwxHBXVhOmbnlmM6ScxBgxtiCZTasj1h2DIV2LKEbZy/fUFN951ntQODouSsyaOZO+W31QeFp4O2eESOKCcxyJ4Szl67LUyNX6YhB7aJZg9qz1C/Cc9WqVVK/fn37//fu3Vv/+/jjj8tPP/3kzW9tCDDwLns38gRLxYdTbChBbB+enVTWVh84G201p1npnBKW6V6dQ/x99UG/z7Zyfxl+Z0s8ukptfEB4Y55PpRCDd28LT1rgXUessP8/YpA38PWHbAtHQNs7LjF+CEeeHz7mbjuh3paOOFZDMbV2nA21BAVLRgjP31Yf0plJa4mEQxfCk2oih7DYvBL9CelO3H/auFR2rLGB+ICdGNU5cr6pVIcS+GJ+NHWrjFhss4bj9fBlu/KSMfWdyhczgMwjM3PpzohRbMbuiM0WTsbuwQ7z15PXHVExR6WYRK1AGp/gfQT7P+u5YNSH7h1z5wnl5q3bmsFOpZyDO4dS55z2UMCrwrNevXpubYkaQhsSY96MTIx5uk4heblJws27Aw0EBXONmCdTkYhOePImQusEEc6WaYeq+XWW0F+sP3jOvujh6c3aRyqG6SwvYoOEHxasvMGGQ//K48NX6Ia7xUMReaRFudwycuk++4HnwtWb0m/iBrUjicvPSpXOev2SQPRBq7K2auiOkzJ/+wlZvOu0nLhwTcUZHzyfbGsjQusUzaYVEAQ+Cx+WAKcCxtwdi0dcyD5/JFwCFSpo5M6ziY+BNfc7vhdDcqlD0UaJDXUEA6MagOUX1S/H323HaifLbtG1Yt0xdue17Y7peLCB5+WbkzbZ51/DPTj+kxCuXL8lwxfv1dEZ3kcA27ZXmxdXRwBP8dHUbdpdSZ0iqfzwWKUoh5ZQwsx4GrwKizRWYgxvJLQNQk10WnBBQHgyFP7OA6WivTgjPr6YtVP2n74sMzYf82s06LqDtnm78Lye367G+oRN/plbjmvV05Om0habj5yTzj+u0IsBG8ObD59TAVooa1q96HepWVCalskp1fvP0c8fu+KgCsUPHyojtYtmc+t74H+IcKQCgc+hvRpaLb9+YK+0cu9ZrdRQnWLJzMquphpq8crvG6RJqTtzd1QSEZ4s79AB4GsGKt3rFNIkJmbaSJCKr+8kjxPE5LUabFBtf3bUal1Mo+tB8pqr+V9mMQmRYFmGx9NXxu7BBAcbftfoCvVu4v8ZeA4BuFB8OWunHi6B9j8+tywcevK5mLD6kIpbGPhoeIxjQcGOEZ4Gr4GXGXm9FL0ZuH6rhWcSYwIV/DypYpBBvXj3aW21uYItRwQLG4tDF+zR1qW/Hpc7xvHembcjyQjhOXHNIX2z9qSNC/nynYYt16xrKoxftYuQav1n698VyHpHxBH5yHiHZWnD3ClitVX53Dp3GZO7wOytx3XDnaeHqqSrDVV+JtrrfCCuHauhVC8uO1Riw9+fofN4jAJoW75IVq1ukYv+UQBZbDmDrVSPeoW1IjNo5g49ZMW1Qo5AX3fI9nqrFGmenlD83VAbs/yAvPvHZo1ALJwtjboURFeJtKqd2AIROEAFlEVDxCaLeFhvWWDVdX/ZXNpKr5AvU0BvdHtyM9xKsMMxwp9b+Dw3UzceUyFs+S4jhvs0KSYPhufxeJdq/cF/pd8kW4HmhQZFpFkZ/xUjfIERngavwELJS+NtEV9sOL/7QOmQFp3ALNJ9ZXNqXCLt9uiEp7VYgM8kwo8qiD+sZTjNM2/m6Y12R7Bzwfj46LmrOh/oymw9Puw6cUE6DlumCwjhYRnkpyeqyP5Tl/XvEJLO/pANSuRQ4cn1AgumUcv36xwZ85dv3FdSHqkUdtfrkxlRx3x3d+MdXVVDO/243P73PN98fO5gzI6A4XAWyBvubP4PX7RPjpy7qjPb0UXERge+paS5IKqsDf9ghdlLBCeVfGt2+/NHw7XiGV1VlAMGs9QNSmZXY3f8Nul6WGDsbgskyKMOGKE42xcdvC76Tdyo14vWEXlifO/0Not2nlLnFeu9ET/eng2KqN+qN/xPT1y4Kk+PXK2PAWMsvRr5v9LrbRLPK9vg05SOF8at1W0/5vw+bFUmUZzYwbJMoYXOxSmmubnWFWyfO3T+HaNzX0LFkM1bLniFvCQEqAxYc43jVhzwyNekAtHhh+Vy6uL1yAi6qlqR23PKlr7k6mdBWFON5jXJ5u/kHjV1E51qad8JG6Tt98u0jezIW1M26eweFaw+TWwRknHFqob++nR1+5+92qyE2jExx+VIs0EL5eFvl8jgOTvVeJ/2ayBBhZNFKPhmHrNucYsbpZUMHLKC+RB65N8r0nboUhWd/BhU8r/tVCFa0QmvTdig/2UTHcsvuh2ITpaMqGoyz7fqzUby6cPh+npJTKIT8MbF8J7fUcv9wddwMKKDwiER0ZkmRVIdgZnft776cXpDdF6/eVt6jFqj1W4q5l+0LZ8orpWm4mnwKLQmnx+7RhM7WPD4uE25RPGLZIHheO4MqbQqxLxfTC0TKkZcvLDmQfT4ellgfWTbE1HmzeeIeL6v5+zUtvP+05fURD2+YPje4YdlOm/FrBWxf9bMpNUSc1VNQwDT3mYGd8624/LG/aXkj541dQOZBSiWQu77cqEmC/HBeADtT/4d81YJXbwiY7l4jnSaeISv47DHK2k1dNW+s2oxhm+fczWUyq1tUz6b2qoEwqLBwxXDtFJP4tOwhXvj5EXLzxrsi0VLd5+WnmPW6DhNxtTJdbxDwwhiMHaneobACBVjd0/De99Xs21jCMzGJ8T/Mj7wvkFLnS6d9fzQFaHK6e2Qj3f+2Ky/7xz+OXyEepKXReI6Vhm8CkLr2VFr5Mat//QU/9nD5fy6se0PEHD87DAlhux2QGhS+YIfF/m+6rnugGcTi6IDqxe2u2F8ZGsyPhw6e1na/7BM2/ZFs6eVUd2qSiaHi5RdeGZzLWxZdAIi6ICqEkseM16qI/WLZ9M5vS9n75TKH86S58eutdseeSIxhAofG/FAm5oZMioozAVPfaGWfdSBCxD2LFRDsbmasOaQ3pcK/5spbb5dIl/P3qmVGX9VQ3nMsIWywiC4j+7A/bU22oNxsYjni5+Xahiik2q5lbvtPJ7B2ES775fqvDF+lI6i89M25WTVG4314MHYSWIXnbwuXp+4UX/3OGB5ahTHHU6cvyqvT9qomeqITqrXFEvm9Kkn7z5Y2uuic9Sy/TJ2xQH9vhxgAtUk3xsk7le9waNzMU8xp3Lrts4pUSVKbO0iC4QnS0MIHNqRMZ1iMUem4jlhzWHp3bi4T82f7ywWed+ypF3lvOphiN0QVbK4evNh2Ex7nY1XWumju1e968IQU8UT2GJnxo5EIsckIWYyh3eprL6a7/6xJYqYssSiJ2gVkUf6T9umW+9L95zWhBlLlD7foIg8+fMqvRAjTlhiQqixpMSBjqQbbKn4GDCTamgKFT02yybfVkP5/S6bJ4O2I4l+xJ4qNnacuKAG/LQviR4NJi5fvymvTdioXpqAOGERzAp/iMnYnarov5dtIwn/9KoT0pvK8WHsygM6gsFB64NWZXwygsF4zdD5u3WDnFEj4ODZt1kJtZXzBSv2ntEZYcADFB/oxETiVAYGj7efuv2yMnI4Ood82S4ioEx/fQ1zh/jt8XjgwxdbCxbhx+eSZuQrEMS7TtpmGst7MLEoOhqWzKFiiZlJ8urjWplAdLKNnj9LahnTvdpd5uNUpPaejFl4YupuLXE53wcueHgjPlO30F1zl5PWHvKIHzEHEEQLjF524K5qLFU0rKBGLNmnljvEUxI3OuOlurL4tQYqdpqUyqHijflWxgZeiKyGtv5msXw1e6d6mnq7GspjxVyj9XOwxe9uPnuF/JmC6kDKaEjrb5ao6OTQ8u4DpfRQjT6avumo9Bi9Wir+b6a8NH69LqohOvn9xzZu0av1pUFxm6BoWjqHEZ1OHDt3VT6eaotPxtvZ2yb4zNwzS1rn07k6o4zoxA1j/FPVZETXKj4TnUf+vaKvG14rmP8/Wzf4Y6PjSvC8AxgCEk5uT/y0Un+JOTUO6RihF83EDBdmq2VkVUli+lxM9QGfRKorvgAbF7QUFiHebikBr4k2FcPivGRE9bHDsOVaoeS+IjpzZrg78Yb254VrN1UQ4LcZHQ1L2oQASUSuWvmDZu3U27S7i+VIq36KiArsl/ZFVlQTQqdq+e153QhqC6vqCSMW71XTekfwcmSr9vvHKsnat5vImG5VtVrOfURnrjnwr86qPjh4sVT5aJb0Hr9O7cxo/XoDbKBqFM6iHQ7rMYuJFR7IZ4+CDypj+LI+8PUiXXrhd+SXJ6pIgaxppM9v66XSB7PkmVFr1HKHBBuq8CyizOpdV/5+obbG4d6+LTIl8ve/Z/2icu7yDV3oM9h4549N+juLSTwuH96CNCBCTOp/Pk/twKh4MqrzfeeKMuHZGlK1UBbxFYjfp0au0oMjQvfTh8sF9aJdfDGtdkO8oe1HTKGVKfttp4oJ2vwjVebmrf/UOBjvxWAG4ckFGQuV0xevSZYYxF2T0jm1kseW668rD6rpeSi12S3aVc6nG/y03Dn1544l0xjRx5YpywdYMo3tXi3aHGSrzc7fx7QIRGWRZZ7le09HGYOgStj39w3aNqUK8l2nirog98PCPVpJ5HlsOmiBvNCwqHSvXSjehysuNhXzZ9LfHRbL+HoWmI4z98vPO3Lpfp0vdYVVDa1cMLOKcSq5l67ZohUX7zplq4auPawfjFhzYa9XLLvO0NEi98Qima3qWUJaDVmsFeGn6yKCXVf0qBZbFU9P+Xd6E14LbJ1/MWuH3Se0fN4M0nPs2jgZu+PNymuIvPbxqw7IhNWH9b3y92eqB/WClSegWoy9GlXkT9qU9couAK87vgeLQ5ZjBYufvRoXkzYVwny+f8D9wd1g0+HzukCF8E2sM76JuzRlSJDhbZfImEIqH2zkJWTzl1YzA97MADYcMF9ncPCZDFYYFOciz4Vn6qZjMX4ub4D4RMKPi/fqCT0UhSctcPwJqdCRBhJbJjKik2oTOeiIzpiSfWJrszs+L3wOC3DMJVvg68nWPfY2Ax4tr88JAg/xx2weFT4qWyQRUQVbvd8mpOID/p7AYoHjc40gJGoRWGSJrfrNJvzbUzbLi+PWaQLVZw+H26qh3atqFZ0teh7rtQf+VRHVcshiXZx6yUPVUF47+FfyPfCljI5DZ6+oXQwiI8JLQQWegkozs+pUjx2nK0iYQnQyLvJ49fwqHhf2ra9JVmXyZLhLdHKw4vkFcrfx9kV0guOyUWKEiuNbU2zzjThIeMO7dtme09L62yXyzKjVKjqZtX3z/pIy5+V6mrrlj6XXHxftVe/gpEnukcEdIgI6qczbGOFpiDN4DHb+cbm2STDVZkMzoXYzXOQxAUdkkPTCEsb9Xy3UN5BgxWq3/xnLdjs8XDGvZEqdXC9S0zfHLFQ9cfL2h/AEwgTgt1WHVJRHd/F/bPgK2XL0vLY4aa/T4owJ7H3AHT9S5+12qqUfTd2qt/vdV+Iu8cr3HvlkFfmibbhWKrBEavPtUnlj0ka9iMaV5mVz6tdhO9951pSZL6rfGOOzHR0TpXNnsP8spCs1HDhfbaCqF8oi/e4rKf+8VEeWvNZA+rcuqzOG+EwykqARnePWScUPZuoBLyG83LSYVlVnbDmuJumuWBUp0hFo1kJOIELUbbl3Z+iynyM4DWAJxmtgWb+G8l7LMlqxdFU5ppVK16LGx7aIVkCTMoZkkT/IzfMTysfTtuqsN3Pw0VX1ExKh+/jwFdLu+2V64OIgyWFuQd/6al+X0OtUfFm486T9PebN+0vaFwsTK0Z4GuIEVRYsRdhQpWXINrCn2gVEw/35/B1rGTZ5eQOhQkO6Q7BBG46LDlubbGPHBBfkztVtc074JHpimSU68BjljZ8KFGLAl9BOpjXM48GbsTO0urlwMIOKOBvdrapb/qZ7I83j3UnEaVjizpwnVfU+v67TGeWaRbJIp6q2aqQzVLQeigiT2b3raigCjF5+QK1Y/tpwJE7PF+MoJCVZc72OsHjzXD3bxRhnhJhCCKicYFxuiU/mYZ8bs0a6/7JaXQCAcQbEPlGOa95qrJXjqpEJTOh+NvwTQpHs6dTbEz6Zts3l47DCymd3M/nJl+ALy2Z+gdf+lh6j10T5O2djd3VFiGYxivcnqqQ1P56jgQQWvHax53m/ZRn7ATtX+rtnlBPTIurYFbZux8ety3lMCPI8vjhurdz/1SId5eG9DUeK+a/UU/svAib8uaDWc4wtUIXflS5enGcNFozwNLjNjuPEFC5XexDE4U9dK8eY1hEfyDAe/3Q1rTBYUKFp+Pl8+XnJvmirZIEIc6rWMsVfsSwZAS28lMmSqOhaHjkT503/zhK50vm8AsD3sza7x0VegCxoLTMzTKUCcYo5vLubwHc8PGMXqVSr0kVW/54fs1YXc3gdIy5im3/EN/SzR8JVwFFdRcBzUWHBzp3tbouOVfLroQT7HeelJWyXmB/ka8c2koCIdRSfQMWu8cAFKmodN9wRPYhTqzKJOf07DyY8JebFRsUkRdIk+ppd4DC+YLHSIbHI08TnfIaxO21P5lPrfDZXxyccwcR8y/tN5ev2EbpkFtPcOhW2Pr+ul1ofz9VZYF5TFlT0Zr5URw9DVjRm3kz3JqpADUc4ROGbCR2r5vPIQYTfkXembJKGA+fZfZM5MLDk9UGrspLdzyL/0rWb8tQvq7Uzwqy1ryyjAp3EOdlqiDPMyWBpw5wTs4s/P1HFaykLvNF/0qacVuPe/3OL2k7Q1iflgQvx/1qV0eposLTb2fxnu/3pWGwzWEDiREwljapnNS9tWzomFvkDKnA/LdmnAokLB96lV67fkid/WiUr99lSPBCdpXK7N/uFuNoXeWEv6EYqEgIMD0x8O62xhrcfKBXt4pIrqhfOItN61ZZv5u6Wb+ftViudJl8skN6Ni0nXmgVitQzKlyW1Cr9520/KmBUH1DbJ8f5h68Qc3HfzdutSVkzLTJb4JHrPGh+gcvzW5E3yx7rD0r91Oa28jV6+X96cvEnFGhfnAY+Ee8SBgsetc/X8KuY+nb5NahfJahdXvF9Yix2V8mdyKUbOX7mhF+boPs5fuRn53zt/xswoDFu0RxqVsoUwxATzrNM2HZM/1h9WgexKsLatlFc+fKhMrM8dh19GJAh9WLbnzgGRpTScG3jPYh74jftK2kXGvtO2w0WBBKR2BTsIcw6IOdKnlFebl0jQ12Ix8IcFe2TYor06mgUsuBJH6+suTkzvSxxKGM3hPY5lIn+1+gMNIzwNbmZjL9NqCVu5zDpRkfImvGE/Vr2AbsrSArO2STcfOa++eu2r5JW+TUtESa4JRMgFxyiY+7375EUpHEtFjjkkhAgXtp3HL0jRaDaFgyGxKDqoYkbky6iVzd9XH1KhhsUIpupUHrGtKRvm/sXjyLkrurBB1F2eTO6JRy5SCE8gttBqn8cFBB9m+Ig4KjkcMD6culUr9MxVlgvLoHOqVLxcjaPQ1kd4cphCsDpelMi3/3rOLh2LmLjmkLSLnI2N6b584yQ+ASFPFChteWu5hRbkew+W8ciCBa11vm7rCnlUePI6f+nXdbqMhUAkGMECGyJnUZnQRRtLdLgiJmN3Ykst83DmAD95uFysqTlUr35bdVB9Vq0KJo8hv+NP1CwgEfkyyRczd6jo5H3SsQqNBy0kJC42mNly5LwepoGxg/i2vomZZVGL8QjrmhAelkEFJ04PgQTOCBxs6QbgkkE3z2DDCE+D29nYbMkyc+fLlBSqfmRqPz1ytV7ULJgTmr7pmL7hsKUYqO0r5hRrFc2qAoMLYGzZ1ogUTMKxAcHKh/avJ2GLmsQZQPz5i/aV86nwJDYOayOEAekljG9wAY8LVpudi7q7YmrTEdtjAFgaJaT9RTVxXPdq8tvqg+oTiNh86JvFurWKQMHyiFAFZqIdIa2EaiHzrjg6WD6ngAjFpxPrJ8yuqYTHVolzJT7tAuvWHcH9v5ZR232IR0Ra1Crj3RVHV3/PIhgOAY7Q8nQVFxtdcABPWfp7k+th1vpw/H9ECrO4VMkd7Yzg+QZ37KisCiq2UnQYZm89oSLQAoN+8tFv3LytogBY5BrauWKMm9X4u/6y1BZveOGqzWmA+0Xl/rHq+e22YFTh8GC13a8iUR5ja5yC75fYoEL8GlZ5t//T1CvmvOPzNSavPaxztNa8PKMupP40K5Mz4NrXLPlxX+F/rUrf9buf2DHC0+BWNra26rpXVSHla0i0+P2ZGvLqhA1RDNnZ/H1t4kYZv+qgzs6w5RuIUElBeP65/oj0ahS7yEFwIDwnrz2iiR6enFOi7UOFinZ2oaz+ywa+v1wueWvKJr2I8IFA+vHxyvHyN4wtKtMZ0n2sBQdAiCc0j52DT9vK+TSh6YO/tqhtilUVw07o0aFL1WCcLV5LHPNfTOGZMcTOyVF4An+H6KRa9ueGI7rcFFNbD1GEGOxRv4gs3n1KBadV1bNA4BfsN1UKZ0ujQsASkQkdnWaZI1nSe6J8P1731u8rou/xGvnvEpV8pEmRLNqDI4KDEYHP/tmlPx+/OthRYYWFkwH/ClGKfynfi6QwRLQF4oSKNB8EC3z49xb5ealtoYtN80FtIyRD6rurb4hxZmGHL9qnVStrtpyv17VWQWlTIc9dVWxmalm65LHFZsoR67WQGIUnYpy5dd5z3nsw9nhV5+eBAwS/I7x3Aa36Xo2KaZciEFOwdp24oAuxwMGE9wVDVIzwNLgEHzpEp5WNTVKKLxJuYtr6/rJdeSmTJ718PG1blAsllTO8FWnNYz7vzw3G6AziUybbqBdKqraxzSBVzJ/ZbjJOW4+qrqewbJRos/uzSswSlWM1athjlXVuMj5Ym9nuWClREev96/ooS2pztp6QjtFss8cVfkcGtYuQ1hXC1BLKgu9HBYRN/i/alrfHA1KtHzRrh76G8calSupYWaQ9Z6Un0a60xKVz9ZEZ6Lgs2pAX7wzzno6C0FZtTOayCqkfqe9UJKlWc6BCZLz35xYVB+8+WFotihC43z9WMc6RiBwQ3pi0yV6hZ7acGUwOCQ8OXqR/xswq6UmOlVBMwi2xaRm7s3XecdgyHT2wqty9Gha963cAEcssKGMDPB8WOB48WaugGvG7+r1hRvnHhbZqJ4cLx89BPO0/kzhnPFm4GzDDVvlj5jUuh+hV+87oe/2q/bbnjNfis/WK6FZ4oNpy8fuIqwSHH9wj3mqR8OW9UMQIT4PLrU/a63hK2rOxA2A+hQvIU3UKS/Gc6eX5MWu0ukAFJHcGW7uSVtxfG46qT1rL8rkDpv3C3CIZ9swUYtztzvA7VU/GC0YvsyXYeMo9wLqY+muxyBJhzPs5woEivsSl4jkgMsWEYX8OMizMkUqEcPDExYyZRS4+aaJ5vhA+tT6Zq7e5MPG5Vqsag/eY+CFS2MQE84pUHq2WsCMs9yAeHVveVCIHPBquj50nFh+o0g5buFd/H6n6IDpJnYrL4haPyeeRVWDENJWyvk2LS4eq+dVDmIoyFTSwlowwdmfWkiori4eOwo8D3LOjVuu4EG4GCH/nhSTiLJmt/mXpPu3wWEK8Vfnc8kStgrGanNOGZ6OdlCLnWVG+L5VgKtzuziCHAghuZp/psBAc0bZyXrf+HbGin/2zTU37rUNq15oFNdPcVXU6UOB9DUsn3o94vX/TsYIkD8CKbCBghKchClQGqHSyJRxTNrY/YRv4j561dCEFr082o3mz56JEVbHX+HUybuUBnWXzxnJOfKD6gvBEGJN2Elu1EaGKGOBNbPzKg1pt8WjF00/C04qmZAaQ9qy18DFxzWG9wMcH+8ZwLMKT5R+2YOHj1mXVaB1RhNBYuueUNCiRw14VjW7e0eWco8MMpLXA4w7RWWZxyLAqjFR5HD+PJSRSWO78fdQqJJWWLiNsPqhpUjDzWVFGLsVB4IRWDvGlJDVl4IwdMnzxXp1H5ZDJVn+r8nkSfFizFq5e/m29+ilaNkrufF2EyuR1h+XDv7dq7CdgvUVLlcWzhgPm2d0LLLKkSSGD2pXX59K57crXG7X8gLz/52YV9+RzM89JepUFC38/Ld6nS27Wc0fVmnZ+x2r53OrysPAydIHNiL9HvSJ33Q9rvhMxkpiECEt2jHYg4HFWiO01wGgXXQH+HQcOhDq2ei82LBZw1yBXEM3JSBVjQ7zOYopJTuwY4WmwQ6Z4xx+Wa+sydyzZ2P4GkTGxR001/2Yekvkuhv1ZHvhu/m61OWn+5UJ5snZBeaFB0WgrUL6CnGyqLYgcfA2rxmKVpDGatQtqq3H4or06K5TQixbLDzsjrW38UfFEdFIBmbDmkD02jkMDtkEcFNhuj6vwocJo+WdarXYEB9vOjgKRyhhpPRYLdthmbq3q1hM/rdIqqCc2rfkRHNveRMpSteN16or3W5aWD/7aqi1jqvU4Gzh6m5Z6+58oFcro7IMYjyFRjDY6KVhYntGWRpT1GL1axWf3X1ap+HyzRSk9DDE3TSwprfxJa4/Ih63KJDjKD7FIIpL1WqvsRj47VWjsnxCYwCYwPo8EVnQYtjxKRZefn+cOsF3D2N0ZDg98PSJ44b6yOXVRD1HP62PxrtMqvB2rv2yic8B7IDxXjN6dziBaj5+/JjnTp9Ltfmf2n0l8851cS/731xa9zVx7TN0IxiQGz9mli4b8DljPV58mxWN1AQkUeD1iqwaWFaAheozwNNh97jCH52LBfNbYp2LOxg4EuIh827GibqhyUqbdRfty/FPV1YoGn8ih8/foNvnbLUr5dfuRNmbTMjn1IoVIjk14QpsKYVqZom3JrFzL8ndf1OLCxkPnVBBxmEBk+RIu9viwjlt5ULeYaXc2K5NLt6KxIKJyjZG7tf3J5zO3SAuUz4mu8rhm/7/2eV9Srqw/d7TOcYW1YOIIItiC+3jXdrXzjKOLiiMfaVMlk4e/W6Jzm58/Em5P9rHGWPB5tKycgLx1q/LK44P4sV6nLMs48vXcXdKwZPa7Xsd7Tl6Uzj+u0NcKXwvLM1KFgIrTNx0r2sVnt19WybDHKqmXKUlh2Nx8OXuninG8SEl6YY4uvnZL/Dsqs89GJgHFVIlmxGHw3J16Hxy34xEgjEAANll1i2VXQYihO0s9HDas6r0zPAbPjFytFV5+hL7NSmh2PTPFxFkiOBHbwMPYsEQOeaJWARXocX1/YCbUEhxP1y3kUrCSXJPYhCeik+VPxHx3h4OUsz0Vs7Q899ZCGIc0Ztr91ZGJD4QIvPK7bXSI11lC36cTA0Z4GvTiTgwmb8YIEiqdweI3R8uaRQHe4Jgpoy2J7yetjnaV88q7f27WrWIugrTo2aqMrSXrLRgHQHgiIlm8iK2CiVhlYeqLWTv0zZl/nxDhvNaa7/SCjRI2TbSZ8N+0/OqYeaLKihB85bcNGh0KlfJnlsNnr+jiAH9nbUK3+XaJXpzju2lt5bVb0MpHCDqmyfD6ZuPYEomIMgQxYKhetVBmm3hMmSzejzViCpEPVZy29HlshnSsIK23HtcKrHXBtSqvVP54DVvhAbQdLWjhMaNL+xLRaMGICTGj/JxUfUd2q3pXp+KO+FyjBzJH8ckMMYeyfhNtXqSIBg5Hn7QpG+tsY3Q4zjJie+aqKjl763HpNW6dHjCcQTCSZ81rXmNW3ZztW7LrlPQcu1araFR9v25fQYrlTCtfzNqp89LWa4FlKFr4XWoWdNsNwRUcanl/YcYUo39XWOMBiWWxaO72E+rqwHPISIvz+xwdBYoEX8/ZaR+pYAkMwYndV6DM5rtb2SWZiPcwfpc45BhixwjPRA7VpM7Dl+u2NfNSY7tXjTIDFSxQCZn8XA3dKGQukooTLY+ZL9WVb+bt0sonM2dNBi2QZ+oWlh71Cvs8RYLTPBco3myp5tQvfsdgOjpIhPl2/i59fsg5TohJsrVYFBGHagKCkiWumGccb2ilzhHmCy/fuOVy0xoBaolQZyzbGVdQDXX2ehy/8oC2ORFlP3etYt+05oO2LPe96RcLtNVOFQ/B7wyVPnwv+Zy4bl67Yu3Bs1pxpXPAsokrsF1a/npDNRy35k4t6Dzs/ug+rcBaefbMWzcplVOrdbQlLeG5fM9p6fbzKhVvLGj91LVKtHOJNvFZwaX4pKWJFynPY/+pW/W10uKrRfJsvcIqTOP6u2JtjwMzyizLWYdZoneprEb3HCM2m5fNKdnTxT7XZ728qJDje2s5XiBksNxBuNMGtVq4CHJsnbC4SWgIBgerIfNsfqCMR0S3nIYXMmDnFOpQxXxz0ia9/UTNglEql4zaYAvGlvsdQ/3U2lJvUTZXwHoxx1Ttfm7MGq2wF8iSWr5uF+GRUIbEgBGeiRiqUVRKWESgOsAikdWeC0a475Ofq6mbhVTfqCjR+uAUytwZlS2qRUS3YUZM9RMTb1/B0sH9ZXNpm/fPdUfcEp74pmK5g4H10AV74iU8rU3rGVtsbduzl6/rzx/T8oz1Z5diSIaJiej+HRXAqO1r2yINFjzAjJxur96bXA79e0VTqoAZSTxNnS2XTl64qp6cuB24Gl9478/NKiipakVnS9WgZHYVnlTgEFkJZeXes24t1TB3zKwl2eztv19mr/whaOp9NlfTi6yqL2IS8cYcHKIdwcnmOhc+WsiMmAx7vFKsMbauxCczn3QDuPCzlU4rn/lIXi+MrDAW8HHrcnHK1l7psBCFCO8/dZt6tz4/du1dn8tzw8Zzi3K54iX8ETt9J2xQE36wKtnMszrGWT5Zq5A0LZ3DY96P0zYd1Xl4vl+naq7tuBDE7i6/hQIs2CDEOChhbWc9BvN2nJRPp2/XmV3r9fxio6LalQrWhSuW4Ngl4JD9/WOVAnrjPtAwwjORwpv1Ez+t1Dk03jhHdauqUYbBDj8LRuTY5mC+jVhjc3dw+woaxTh14zFtJXLi7vrTSk0JYqPXE5Uud2D5CeH5z+Zjblv4MPOH8KRiSwuUGT7GI+wiMbKdHZ2IdDYRHzLXNpMWFxw3rTNEikXH+cYBkSkd0fHuA6W0rRkdiC1SenYev2h3IsDCi9YbhwVEFoekzx8Nj2JXE5OHJ48x2/IUIT5/pFy0j7UVbcgoAq2zhG6jsjwG7go1FhHWvt1Y5936T9tmb89imm3BhZrN3kcqhcno5Qek7ffLtLrC40bk5+AOFdyuSlriE9FKwkp3B/FpjQNwIZ2+6agufvEYY4DfsWo+zdiOzScXobFq/xn7Y8sCDybsfDjCAknvxsU1nCK+MD/5uYO5OPCa533NOc7Sk/AzUnkGluKiszv79/INu7VVqFc81x44q5Z28NFDZXUWFxP+T6ZtszszsGDJLCwOFq5iZIMFYm6tn5V5daKdDe4TvM+8Id4geJ78eaW2w6gkjXqyasCm/sQHLjhUOUvlTq+zhQiXB4cs0osrVZe6xbNp1ZMLPVWdBTtP6pxot1qF9KLsDaxN65wZ7rVXBPtN3KAVzPMxWfZEtrktXnBRMYortGSdhaPLxRkHE/HYqkQr95/VlvWnD5fTDf4qH86O8vexCXsM16mIsBDCzKK1FUqVj+cPaJfy8x8/d1U3/qkmRldNQkC+MWlj5NcorKb80ZErw726Lc4BhUq5c4JQXGA0gYutVfF0Fx7fp+sW1uqgo+C0YAwGGBNBeAKis3VEHs0Zj2vViNf5kA7Ri09g+at64azy8bStWlXm+1IlxaaMUARX0E7lomzN7rmKyUSovXV/KY+0VjmsOMPrFc9PxzhLT0OaDjPxCE5GOKLDen2y8e7r0R5fQlfltQkbdbSGrkXujKnk6ZGr7E4OvN4er55f7aYy+SH9zpPw+22NE7CxH93vgiF6jPBMZGAzwkWGFgFvmlQBWQgJRVqUy62xkPh9MjvYashiGfgo29Q55fX7SurWOC1FWpeIngmrD+lFNbp2tuOmtVVddKw23vm4MxPpKCqdN60ZwOcjrjDPWDxHOpuPowvB6GrjmkF+ZgmpWn34UFnxNEcj85OpxrJw4QwtXZZ6mLF05cnHSEGT0jnU5xRrpQ/y2O5jrSJZ7aKQagmPP1vwR85d0c1p5juhoMPiBs8TiTaIHx6nlxpHzfN2Be1lvgdCKSHCk1lcDhiIH753XKG6PWzhHt0IdoRY2K61Csi0jVGrhmzNx1fAuRKf33euKPUcRkB47eDBiPXS6xM3aiX2qZGrtVrJc8kcJo83Bwaed54/y9TdFYhb5rETAuLW1Ua7xlnWLKDPnzerafy8uAtYM9gZU0cvpBJLVCb2WVbV+eLVmzrDy9sdL03eZ3s1Lhaw1nxx4cT5q+qYwCGYbhlWfYa4Y4RnIhOdpOGw2MJW589PVPZ4CyrQoOr5Z89aenFdsvu0PDNqtZ68afti/Px8wyLy8xKbwTb+h5ZnIN6DWKM4t7ETmmmNNYyjbQyzZ1QDXVUbrflH64PRCKrUj1cvIP3uKxmn77shMnbQW/6dxyK3smdtOW63KqIa8HSdwvLVnJ3yw4I92mrltfdyk2LSufrddj34sCJcpqw9ogcDxANVTVpzzOumTE5VsJh8PmOHjFi8T6tOVjXQcb6KcQRiD9lqJ5XHHU9GWsLMM1K1pXoT38q31WYncz4+gpCqGLOduBg402zQwrv+DLGcEM9AS3z2HLNGq/+ISmfxCWyYT+9VR22XuG+MrPDBAhX3OaalMBwngPk+BAqjAfHZXGaZg2oq3rbOc8PP1CsUbZylp+E1zPIVB8DYgh32J4KNdpwYHEdtrFlyDhivNC0eMm1orhdPRyZgEUYwsG35oFuIChSM8EwkcDF9bvQanRNk23dEl8oxth8DGS5A9o1qp41re8vaqkpGCkfHLGeEkSsfx+i2cp0hwi229nSUnGunTWto/MUCfcNGbCE03AERt3LfKhmz/ID0bFAk1kUSx/avZe/jDeHJkpq1GGM9rrgGvNiwqAoMlnqIMKVihlfnu39ukYlrD+scmKNowkeROTjmbxE1lv8lc3pUpFlayJwmpXzVPkJe/nW9fTPWsXWHTyZVbGB8wl1RRnY9Aha7HTKi4+segB1RXNvszjheqHnNOI5a3PmctOp9OmTuLvm2U0VJCIjPwW6ITwRm+8r59HG3FnmsijPUL55Ndp28qFG7Fvjn0vLmca3z6VzN3aaqzFa/u1hxlp9Mt82/OsIhpqePq04cUIDf3diSjSwPz3whWvFkV6DRwPl3HQRebV48aK8v0VW53568WWeHeV+ncu+pGOPEiHnkEgEItefHrtHNXUTTj49XcsvA3NunR8e4wdhiCT2xaR3dRbd8WEa7YDx49rJdPFj0a15CK2KWsPTErBYLMpjeU51zV3hyHwpnS6OV2XErDkr3Oq6NmZ1BoBAHSKvaG0kgVrXTonvtglrpcKxq4Qf5+zM1ZOzKA2p5g5PCg4MXqeUKEYtseFM9YLuZGcdxKw7YhSfziywjsBRGG3pW77qSLW1KjXYFBDyG4mzSksTDYaRcWAa1AnIXvjcOB/is8nsSH+FpW6qxHVjisgHuDNniFq5Ep/WcApVd7IkSWlWKSXwi5hGavFajM22Hudtt1k8Ws3rXsbtksLBE3japYhwi+LqxWc+4irN0png8fUbjC+8NfJCsxPxxbNhnkEOs4sk1BZssRlos2Bf4ql2EzngHkxenO4xctl/HXXjJft2hQqJwKPAmRniGOFS7MGlmyJuLCye1hHhBOl5k2ZaOslXtsGntuHHtzqZ1fHC1ae1yOcbpz6lCPDd6rc6iIcQRKI62SsyQ4WdIhYX7yqYx4ua15iU8tiBgCU/a/6cuXnMrExpxRArIaxM3qp9jl5oF3FoqscRCubwZvNIa+nb+nS15Fi1ok7u68PC9O1bNry24//21Vf0VmTvFUP/9lmU0ChFTbx4XBNzO4xfsG+7Yrnw5a4eaxM/celxNxfFqZKYSWn+7RGdIWQ7idT7w0fA4L9wg7BE5VOTealEqzo8DQonKOi3YsvFsf3Mg+3uD67nf4V0qyZF/r0a52EOX4StkSb+GklAs8ckhlfeLLiNW3hUBahm7kyLUrHQuWX/oX3ls+Iq7vhZzuc7WbNhkjV6+X2cB/1h/WB6KuHuWNro4SwtGYL7rVFGe/HlVjCLYW5CSBg9XCtOltNhw9KsMBXhvnLrpqHpx4pdsER6WQSb1qBmSredle05r2hjQvXFcwDPEDyM8Qxi2Xnv/ul59+JgtHNqpYpTEE+dM6+jMwV0tz/DnlilzfOGCRhXOsRXtuBgT0+IMp+v4+vEh8ogKfHbUahU4T/y8Uit0XBgRTJafIUtIWIFw0iXzmUpQ32bFNaEkoUbBnJh5s15/6JwKLxKK3AHPR2YcSbr5a8MRlxdvZ9YdPOu1NjuVMCyLLN55oFSs1Q4WUr5uHyFtKuSRt6Zs0tas4/IRApBlF8S/JQCpiOKViEUWM4YIT0dhidk6VQno2xSLnrhXALFuYi6UCyoRlHENUlix987jHN8Z0bnbTmrFlpeX4zwxRu8NStja07wuK30wy/53R85dlcYD58tvz1SPcdElNkhRmrnlmL4nOILodDZ2Z16cqEjHQ4fz7Cl2TMx3Wsbx/J6zlU9Fm8PF/WVz2x8nvh7LSY5xls7gycvvKb/3/iioMdfJDDC/+7xXuDOCYm33h0KrfdHOU3oYZ5HMEQ6AE0NUdB46e1k9b1kM5fXvTpXbEDtGeIYoiMq+v2/Q9pjV6hqxZJ8Mmr0ziqiMLdM6NngTts8yxlBldCUsEY/+erMiOhHDfCI1mZmk/Uf17LOHy9k3Ytm0xqrm0cph8ubkzbocwWIDec8ftCqbYDcANoURnlPWHXFbeFJx7VIjv4pP0phalc8Tq9Bbf9Ca7/TsIhk+mZj1W7SvkjdOLTbarTN61b1r+cjKa5+45pAKfWs5iGrqsIV7tRW9ev8ZFYcw/qlq6mtpwWsvPjAzS2QmFTeqbXEVnnb/zgTMd2LsD86/lmzdOx6c9va/T2cNEXCw88RFKf/+TPmyXfk4Rasi+OZtP6HvEyxrYUbvCmaKrcAD5sTfnrLJvjjDYfb9B0vr4aDyh3cE8TOjbFnt+z6+3/5nbJ3jf8hhA/eC5mVy6YHBOc6yRM50Og9s/f9nD4erFZo/saqd/M7ldcOT03p8mB2Ozfs0kNlw6F99f+R3EzBM5+fngMBBDaeQUEzswXaQZVy6GIhrkvBCbYTAXxjhGaLQ9puw5pD9/8kT5sMVVEPvXoyJZXEmsrWdkExrf0O1hQUX3lTe/WOzVu92n7io4wiOFxaG5P/sWVMvkLSYEIv4gnaqml/TdOKbWIHwxBoIIcXJ2l0Te6vyxxu/c263qyrWjhO2ClJ4Xs/ZZs3ZdlznAR0PLrndaD06g6m78/IRwgawFKLlaxnGYyhPAhUVaOZEqQzC6kjfTAsOXNiekEIU19cmVUVLeBKDGK/FonjOdzKq4myy7lhBdPTa5edieYoDFBnrFmz/k4P9aZvwaKtszOct3nVKxeaMzcftefGWJRGvSz5oD/Mc8xw8/ctqeb9laX290UEBNtrfblFarZW4P1T4nCu18Mpv6+WN+0tqNZZDHfebBbC3p2zWDwsrzjJpkiT2RSKiCId2ruT3cIttx85rFZ6XU4/67s0OW232YK12crDj/c56vrlO8N7DIZlAAWuJ0N/PjdcKNxM22KOkCVRwJ+zD4B5GeIYoBbOmlT6Ni2kVwfX2dbIom9bBKh49AXOHLGc8O2qNijmWXrCYcZyFpb3HcgSRl4hFqpQIUdrkWBvRNo7rY0gVmqhDPFX/XH/U7WUYLuDEaFI5Ip86JuFJtYJWKRd1d7Kv3QFh+MzINWoLRcwhFQFmVV35c7qLtXxkbS9baS8YxjcskV2radC9TkEVno6uA1/O2qn//V+rMnL47BVdYKEiTAuaSlxcRjL4XiwxISKZT3a3UnXk3yu6dU/lp0I8Lcr6T7tjho5dCzO8lnXQqGUHpH/ru/1X2axmLtVxIYnXU53P5qqgx2ifkQRm86jIWlZTji4PuTOksotNDmGOr2NmPvm9wDie2WJAXHapwVJY0SjOChwaXDVQGFOZu/2EvP1AaX2v+WPdndEMxzhLRiw+mrrVPjLBc4FlTUyZ6ggEX2ClfeGw4O6CXrAuFrFMNmjWTrWuYlyLl8ND5fPoEiAHcoIvGG0plC2N9PBAxGwgQuIdM+hUdEn5CgUP0kDCCM8QhQvg8w2Nua27YH/z5/M11RyYimbn4St0SYa4PccLMVW3L9tF6PY11RqWjl7+bb2MX3lAhQ8CKi48GJ5HhQKCIC5b2LYYzX1agdp85Fy0yVPWAoan5juX7DolT/2ySud7mckkLq75lzZ/yYSmxDB2QUUFY2b88rAugdLv/KNODFjwMLuJDyS+qxa0h5nP7FQ1nz5XpKa884dthILKJ/ZL7hqKM3vLBZWYyIU7Trnd3rXa7Ag3SyTHBSqQzLRa/Pp0dZmx5U71c8q6w/L6fSVcWmhRdbc2/B1BwPNRKX8m7XY4GrtnTZtCRRTVZIRydCMvuA9YlkAWfZoUd5lp75jPbvFpm3IyaJbtEBBd6hYRt7yeOv243C6g8YDFnDsQ5gbpHjFPDT3jILQOBJl5PONXHNpGLN5rX/5E/L/ctLjdi3Xp7tOaYgUfty4XkmlMjJ5YFXdm1v3tABOKeCcf0GAIQthSHf90dY1846RP5avPb+t1Ds4ZNnunvlBbq0pUcajA3f/VIvngry1RWpex0bxMTj1VMz+6K7Il7g5UHhAOwHxkdKw74DnhSRWQbWKEHuIPQcd9t1KLElLxdARxz4asI3xflsGwbiIC0xFmhYnqtA4ItAK/7VhRHQsQqF2Gr9Tn01242MLsbTYjbG/7d07fdEw6RgYXAHZReJNaiynAws+kyPlPZ6oVyqwJT9HBAh2ik4cH14CRT1aRZf0aqpNAdEb3Zy9dl9cmbJA23y7R+VFHz0IqzHNdbJyTAOYMvp5nLt/5OSxYMmKOE1jua/H1IhWdPJccMno1KhYQohNYoqKw2qhkDrsAi0vFM9CFJ+9vGPvjs8rPiuhkzprDz49dKtt/Zj7v9cgYWhLQEmIZFqiwWMgBiee7baW8ehA2eB4jPA0GBzjBD3gkXI2vqRqzsc0809FzV1zOiFKlnNWnrlb/EDfYAzUcME8rJO60AREYlj2Hq6jJmLA2LP/ccFRbva7A7gbK50uY8EQUdB2xQv0Uub9DOlbQnx/jeMtXNT4znjHxbccKUf6fFjFm1VuORN2qfe/B0ndZ27D5PaZ7VRVMCKIZ0cxOusLaHseayV3BalU84yo8WVTrMXq1/f+pThbJbmvl0s60lmtg5NL9Ll9TCG6q87GR8d7k2s5GpEY3fmBlrTccON9egUWszn+lnuz8sLm+zqlOsnThKD6xgWLr2xkcCBAyzI52rpbfLjaprFnb61S2+Vkxxf+jZ604mct7G/xhrYUvFqziwp24zDQBa7WHX269z+apZRwVT54DZtx/f6b6XcLyq9k7VZgx2/tq8xISalAwoJvD7DjjH++3Kp2oR9C8iRGeBoMTvNlgWE6OfabUybXd+MDXizXRxhXM/3zXuaKM6FpZqxukufQcs1Y6/7hC23Sx8WB52/IM7fa4zKyVC8uo1S7E0fBFe+/6e8Qy9wUBXSaaVrw7ICjwikRgIlqGdqaaaBNDR/+1tW8zpk7u8eF7BAgtYSCXPSJfRr04kHzkCNZKrmApjFEJayPZ3ce2UoFMWnljDtIdr0iqg5ahOz6T7vL9gt26wOCobR+tfCdMAH9XwLuVqjqVR8dwA2bxeN5bDVks9311d5wm2++5HKrQLGs9O3qNZrIzj+rM9mMXpO33S3U5i5+drHksmj57JFyypE2ps6Jfd4iIIj5ZMrMq66424msWyaL+o1RxGUX5+4XaelBwtQVNlbtggBlzD12wWxfoGOWIS9eA6iCWZ4E448nvAVZXTQct0LldquHM+eLoMe3FOuqz6yy4thw5r3OP8L+WZYJ6Sz+6A9dL49fp7xjCGq9Yd6J2DfHDCE+DIRpqFsmqFRiqNIgA5ugwwI4O7Gb+6VVH59OoBmI/0mzQAvn8n+1qzREdtPAwHd93+rKK3LhAjCawyeyccmO12REQ8RWFmw6fk84/LtfKJotQVEMc57qORFaCc6b3TJvdER7DNpHpRWsPnJUJz9SQD1qVuevzWLKKji41C6poYzvV2paPDQSWVYW2hFVMWGlFpEoh0Ny58H86fZt8NNU2R1ajsG2GjNEARi+chSczp60ictsFNLOr7b9fJtX6z5b3/9qi4hgdx6Hgw4fKqHCw/j0tUTxpHWH8AN9PUqCoehF7yFIP4pWRESqszJP+9UKtuyq4lvjkfiI+n/hplXYEHO2sLAZ3iJDR3appBdlqmyM4rRQwVyMHgQTC/teVh+I822lVSgGfYg6vgcKS3aek1TdL1OqKBDTu25v3l5Q5L9fTBDVXBwJeI69N3KAHXBwMmkRz0Atmvpy9U10LSKRCdDLuY/AeRngaDLHMUk7sUUOXTNjiZsuYOafr0fgdIsqYT5v5Uh2NjuPfIBZoEfPG5gqWURCfYPmuugvfgw1oqpGIT5eLRfFsszN3ysIHrSdawMO7VL5LwFpxmQldLIoOzPoB0UhlhuUdZzAkx1PUFXixIr6AXHN3sXwz8bZ027/TjZk3Lt5vTN6kdljAjLC1kIZgdFwesmY8Ec5pIpejWCbj9bd0z2m7sfu7D5SSZa83lFHdqqpDA0ER3WoV1M9nuz9z6hR6MaUq7Tgz+sHfW6XIG9N0eYuWOPetaekcWp1kjja65Cf+nA1nC+eIWavaigOEKxNyXCOoqPLckEhlwTw1tmYI4UCAxwRxjS9rXBdMOERC/qypA6JdywGShKkOPyzXDgavqecbFJH5feurbVhMS0Ic7DgQ49dMwEOowYEH4Qkc3CLi6UphcB8jPA2GWGAjenD7CDUz5xpCxanDD8vkxIWoGeWOMNc1oktlveDTxqK1SYvzyZ9W2qshjlhelcyGxmURhoualdnONqqjIF6bgI124io7DVsu/16+of+eMQJX29rWYpFjS9eT0HplnICH5Jel+6XPr+tdfh5tX2v5yBkeHyoZVPNciSRX1C2WXauIzCG6akvHZ7GI5+aFcWv19cPrCA9Zcu2twwYepY6tWhwTgNx0ZocdIb51Yd/6MuHZGlrVdbTKorqIbyYpP8DBZ+HOk9rmrh6DgCJNCs/M6A4RtjjLU/LETyulyRcLYvxZec4cBRf/lrnOx4Yv15Z/ubAMmh72cZtyMrZ7tSgih6+N/ZI/OX3xmr278VwcZzvBcgLIn9m/bXbuB8syLG+RusQy4GPV88v8vvXUnSC2ljnvVXh5AnPEnrJkCxR2HL8gfX5dZw+ooOpr8D5GeBoMbsBFtEe9Ilr1Y/6P9uqDXy92uVDh+G9YcmH5iC1e3vRnbzuh1c+vZ+/UhQyLusWzaUWBmUx3xZEF5uvZ06XUf2uJGNpjGyPb9hFxFJ4YR3cYtlw9YMvkSS8/P1HFpY0PYJPjTeHpWPVEuJDVbsFmPY+r8/LRz0v2RRHv+KWSre2YPhMbVOMsP05XmeEWl6/f1GpSbMKTz3vy55UaUoAR9+D2FbQFvnj3aW2J0/JktAMrl96/rpPy78+I8u9Zzsmb+V77TDFznzGl5/Daw/KICg76b/TyA9J/6lb5/rGKUTbUHeHvZ7moyiOCWYLCNovtex4PviaPPxvyjBg441ghZC73uTFr1PSfp4VlJTamLW/E6oWzRBHdCP2uI1ZKr3FrVQD6A6I7WYpCINcpGr1jQOyLRf7ZaOdQTLpUwwHz7e8JHG5n96mrbgbuCEgOC1TXWSjkIIGFXCjx7+XrWgygW8SBjMOawTcY4WkwxAHmOKc8V1M3j2n9PjJ0qUxYfSchKrqKKRWq6b1sFSeWMAbM3CHNBi3UKgQwyI5IjU+7nX+Lub1lrcQFgyF5LhiIjLhEP1IhoR3HljGzraOerBqjgbdVYXTeKvck1uNiYW19Uw1ls5/5WEeRg4dn628Wq7+pxTN1Cuv8Go+3Jchjo0Fku33O1ujnPJmjZfkE4R2W6d5oL3BUj2mT0+LEt9LyByUWFKgC1vh4jnQZsVKdFCwfRfijZ00VDDNfqqvtcoSZKzsjV9B6p5KJ2P1rw1Ep++6MaO2+OER0+8VmW8V8I68BIjlrfjxHl6Co/jL/+Xj1/DKnTz0Z9nhlqV00m0afOlO9UGb7IeahIYtl6sZjeh+Y0cX6yrm1+1KjYvr3gH0P1ebJ647oQWLS2kN3LYZ5s3lNgtTPS/bbZzvj0yr3l3k86VEDZmzXTXU6BLw2CZj46/laan8Wlw177Lt4zTJr3b91aMVFcjB/fuxaPSDwe4tLR3SjJQbPYx5pgyGOIOQm9aihc5m0T5lNe//PLfpmFhOYn2PxQ542UYdYkzB39dzoNSrgWpa3VX2mbToa7QxpdFA9I0N5+/ELMm/HSft8JxUbd3OUaashOhHUzI2O7lZVU5Jiwlou8mbF0zGWE/JFVvowe6cySYoTsHnM5jQLHRprOnixfPj3Fq02EltojTO4O+vJEgyQyhTdcpjlXUm109WFGQP7tkOXaaoPAp45TO4niVJUk0jAsmDukXg+WqFsfluzkrgX8LURa9bPOiqGJTdnmD11rlgTf7npvaZafXSGynHVj2Zr7joWOlS+qU6ycLT0tYbyXssyUbbPf3ThqLDv1GWdaW45eLEegqjIj3uquvoiunqceH46VLFVthE6E3vU1IMPgvyl8evl8RGuR1S8wc9L96k45/tbs9dxxddxmVSlWRbDi/PrObt0hjc8b0Z9v8Gdo0yeuLlaUIVncQ1Ylgw0t4GE8uk/21VUc2j9vnMlfR8x+A4jPA2GeMCF/PvOFTV32mrNISIdowhdwUUXgUkFq2vNAlrZIQsZ78+Nh89py5W5ykW73NvAtkDUtIu8cFP1jKtxPD6gHYYt02oaW9Sju1eNdUObKpS94unFSDnEo6uEHOti2K1WIX0cuZCwBMVjS0WRdvsPC/dK44ELdDvdSoYiD50Z1tjADQDBRYWabeAY/TtdLBZRPW7z3RI9DCC8aHvTSq//+TwVxcx6WljG7stftxm7Wy1ay07KwhJnLFtZyTjRwc9PuhXtVufX5ehlB+TytZtqlcT2eXTtd9AllFfq6cJRBqcNbSpsrqByShsTNwQsptiQZxEqJno2KKoVVcZXeF0xA8qcKkKUSjWzn4hcxzEKTwdmstjE7zIwqhAfE/sbt25rUpQvKp48Fr/huzpgvi6LIdT5/f2uUwWZ3KOGBl3EB8IzeB+i+sxYRyhBChiLY/DZw+FSysXCosG7GOFpMMQTLkr4S7JARLWRyhgbu3jexQZD/e88UFovrpgVM2fEDBwXDnCshLkLQpbqJveDPHN3hSdtVZalDp65IgWypNZlD3dmwM5fuamVFW9WPFkyIaLPsUiGmIFCWdPaq0rNy9xJccIKZUiHCrrchXBETGP7Q3Sj9XiQ0BIbHBKsqiezua4Expr9NoHP5rMj246dl4e/W6qPqSVo8HalGsXGs+N4QI96hVUA0ra2jN2tjXYq445Q5aViSud59Iroq56IN/w9iXUl916XeXrWUrsvRDBiGFHMa/X0xesxVth5rNiOd1X1JcXIwtVrjTYmlkruvJ74WYmChc9nbNd2OuJv2ou1tWrL6AiCqPDrU7WC7A1YKEJwMVNrJYPFFQ5xCEKeYx5rb8Chj4py8y8XyCu/b9DXOJZmH7cuKzN61ZFmZXLFuzXOGAfvP2juT9qUDakWNPPY+NQCB9EHIrsgBt8SOq8og8FPMIM46bmaWqWi0kHMoJXtHBtkrP/+TA3NtHb0++ONP66txbBMqaWFU7Z4bMKTOT5EJ2KI5ZUx3avpMo47WG127rc3MpuZjXw18iLxRM2C+hhZMCuJ0bNzihPzsVaKU/0S2WVm7zrydN1CKsiZM7RGECatOxxrxTDqnOeJu+YM8QZFDFFtZjTBYtrGozq/ayUPAQcLZhhZyGHUAgFoFdOs9rkjlocnrXZnSACC31YdirKgBni5vjl5o7T6ZrFW0FmE+1/L0mrOXjYsgxTPmU434bkviGK8O5mJxTbIueqJEwDCiVEHFruaDJofxQvVSuqycGW2z6HGmmN2BxwImGNlo39iZGJQ4WxpZVz3auoCwBiFN9vV3y/Yaxcl7o6oRGelxEiIN2I/qbI/8t1SrSgTXMDrr1/zEjLvlXra9YgulcodGDF4IzIWk0MAYx6hAr9TJBPRwcCG7uUmNtcHg+8xwtNg8ADFcqSTP56rpdUoxAjVLUzC3bFG4uJEYg0LG+2r3BEhtT+dKyOXRt3Qjg3ntlhMRshsDHcctkyNpLF8GtOtWpz8OL29WIQgOnHhmrYOablaCznAY+xY0WGeDYN7RBK2Uo6LXf2al9Rqn6MIR0O+OH5trPeBZTBELnOvW46ed9nyp5WM4MNHtcBrf2s6kHN6D5WjVW801oUcRi0wcedpJY2JKqYzpyJFq3OrHajCUmGmfT5to82/FFHMEg4jG6OWHdCfj01xxg46V7dVwq3oUyrr+Ms6OyPQ5t/38f0qTKlUIkaZ7yybJ4MKUITq48NXqD0Ponp2NEtXVJknP1dTfTz5Ps+OXu1yWz66TgAVYBg0c4eKQet3hDlmHCIccQ5NSAjjVx5UccL9b+WwZR9vKyUPt9mpomPHhujEVYOKKgJ5wSv15em6hT1y+CPsgiUznn9Hr9Zgh+5Ej9Fr9Gejmv1lu4h4HywMCccIT4PBQzD/9lPXKlphA0zCsdBx9+JIbjvbowgVi7embNaWqTvRjeDuEoFuWv+4QismVA6pdMZkzxNTxTN3Rs+32aduPKpVXy4OAx8trxdVVz6ijljWSrTmzzvNHjLHhaBi+ciCjPAXx63V5aPo4Ptic2RVPR2Zt8P2/4hIFnH6TbRViiwwh1/xRkNtNbetnC/KfKSV/+1oI+RuxZOKVvvIWc+Ry/bLrhMXNFWLJRxa9NgbsVTyRdvy2uLmokslmNcR1XhmigFBaYEBvzWvyizm1BdrS6vyufXQQ+WUeV/M5blW87XYNsdf1BVsUCPyqezGR3w+Vr2Ato0RCaOWRR0noBqPmLaw2qYJhVEDqrqAmEtIe9myUmJsxRPQ+eg9fp3aWTHywe8Ez//8V+rra8x57ja+kA7GYhVQXebQFiqw/IlNHVV9LMVicuoweB8jPA0GD8JFgQobF10qEvO2n9QLPuLAXd5qUSrK/3Phf+ibxSpsEIyxwYKGozWMMwhhcuRJJkLYIDpdVd1iw8ppz+nh+U6qaW9O3qS3qX45ViqZVbRwfixonxXLkVbbhY6LO47PDW1qKnsWiFtr+SjWFKNtJ7QCR841lkOLd512uXlPFXPHB81VwLiabeS1wHOKr2uLcq5nzKwZT1fCE6zEHyqYjQYukGV7zujrjcowedsslfDcI6bYdKZKyeGFRZ1HK4Xp3CTzxVvfb6aPG/ZN3X5eZbfyovI4qF2EfNE2XC/WvFaYHaaiTnpUdIcpUpQ4QFkC2Vl8RpfedXf6V1G7A4HzAhOtd0cswZwQsLUiW53K7sMuNv3jU/HMl8CKJx2J9/7crItDjB1QxeaxnPFSHenfuqzbIzHuCu/XJmzU79G6Qh61YAoVxq04oAc0GiSD2pZXdxGDfzHC02DwArRTmd2kbYdtUqshS9y66AIRimxUA2lJXAi4INDKbTBgvpp5346h/e44q+dsu8NFnHapVrHSpJCx3avedSF3Fy7Unm61W6bVtJHZqH2+gU2AWKRxqMLgd3lXilNt1ylOjnDBJonJwlo+6jHa5l/pDOMTgHAr8dZ0zbnGcsgVxHPyvCPwYvJHBARfdDYu9opnNMspPH+ONGSe9aW6uoxz6OxleWvyJs1yp63O80TLHq/MJa81kE8fDtfHFohA/eGxStpqRzxTAeYibfFQRJhMfaG2immWlIYu2KNjJdFhVYct7OIzMnKWx9id3wPEHy1Rlu2GLbzbrskRWs8JARu0byOrnTZf2IS1rPclsOLJwYlFOA4MIxbv05EHuiD4B+M3Gd/f15gYOn+3LpzxnvDW/VEPvsHM6v1n5K0ptkNs70bFpFGp+NljGTyLEZ4Gg5eg7Y35N7OHXExYBsAXMSbRaPFgeVslbMmu09pqHv9UNa3mIcgw88a43tX2PHOXzEU6RhBaCyhsVhN3iIBigQNPyaIxiIjYOOoFD0/EJMKE5ZeBj4bfJeAsY24Yt5JZRudZxTw6OkCKE7Yp0VGvWLYoue/W8lGjAfN1rhYxsnzPaV20wPrIEeZhXS25YDaOQXpMs2M895PX2qqKMc0R3ql4RhWmiGQWJJ78eVWUPx/Urrx6R/L8cjhBPDIHixflZw+Xk8WvNZAXGxV1WUGlrfzFo+XVP5SHE9FKspb12OIaQNLQCw2KaKvdEs6uOOkiaUjFZ9u4iU/+zcuRkZ/4U1pC3NnL1f7zz7LFOsYHjPVpj3MIYI40IfD8Wh6ecY3L5KD00+K9UvfTuTJo1k5dSCM5DJstxjWYY/YGLHLhtgBvO1Ssgx3eCzkk8pprXian9IxH9KnBOxjhaTB4EWbjEHjkAANJMLQco0uPsXggsgWLfyTxd0QQkrX9xn0l1bqJFmuLrxdqK86xFbnu4Fn9L1vWzMnRtmaeECsc5k3JKyeak0Qiq+oVXzy9XMQ2+rt/btbbvRoVu+v+MYtpVVmB+VRnWx2Eqj3FaaEtxSmmSEng8Rj3lO3CjlUTc7VF3pgmbb9fplGTjh6YCLdFrzaQepE2SxZv3l9ShVJsFjYshSAeqUpHZ07OXOWZS1FnPJnTpG2OMJ6x5bi26Z+uU8guTEkkco6zZM6Tljr506RbxQTLO5jWW760JGv976+t9kMS4pTM8tiqbQQQvPzbejnr5BvqSnzO2Oy6amyBWMApAgG2fE/UdrqzIEeoWYtIcYGfz4pRZYs7oXONLKEhIHl+3J19th1GDkvDgfPk3T+36EIX1VL8VW0Li95re/O9+03coFXV+sWz2UMWgh1eC0+PXKXvf3SPPn8kPKSSl4IdIzwNBi/DRfvdB0trVCAWNf9sPq6RjvsccsedocrEbCPXffK9ra+D3Qybvcx68Xe04qhwUd1DZK2NXEKqVCCzPFHLJna5sHb7ZaXOASJ4fnmyapyTTJzhe3lyuYiv9+qEDdrOpa2LqHKVhmPZNzF+AONX3j3LSdWKnxNhyoxtdDQtnVM35s9fvSkdf1h+l1iyGNq5oi4mwZXrN+XS9Zvyp0OsKRXFbm6abFvVQkRVdC3ds5ev63MLVOGovN735UJtm1PFxDOUNBr+vVUZBec4S+Y843Kx5XPxpX3nAVurFSP1l39fr6KXQ0a775dpClHMX0Pk99WHpOHA+To36Sj8LfHZIlJ8kt8ek/jE9sY63FDtj40Hvl4kcYWlKip+HD6o+CYUa7GIRb3YbI14bPDMxNKq1/h16hqAlylV85m96+r8rzfsmBwZs+KAHkZ57XzwUNmQEGc8rm9M2qTpZSwRsUwU22KiwbcY4Wkw+Aj8Gsc9jZl2ShVFmM07+iI6Y1UfnLPbqTAy64X4IL2HU/2L49ZptWnCapuwicibUT39qAByQWMRhovLz09UdjvNKCYw2bbyxD2x5DBq+QF7hN2AR8JdXrSZlQV+Zmur+8/1R+9aPmExxrKlGrrAtVE8Hp5UEPectH1NKj60SPn+mJVzQHDciGWRieoj1TeqixYsK1BRdLcK83ekv2t02+zg2FZm4aNtpOBDhFKVQ9SQ6f7l7Dvm7fBVu4i74izjAxVjxhwYGWD0odIHs6TxwPnqAhATiFbmW6kwUSXu/et66fTjcvvzBjyvg9wUn2whIz4Z5Sji4JMKrgQSjxEiMi4Cxap20pFwjhVN0GJRLA4Raw6c1ee1608rZduxCzq6wWIYCVHEivrCtB1Rz2EG+N7Mo4cCjBdNWHNIx0IIkvC0rZUh4RjhaTD4kAr5MqndDFU9Km1dR6zQwX5XLWEuzrx5csF3ZSbP5un0XrWlT+NikjJZElm657RdtBTLmU5SJUsaZcGGJJ+K+e+OdowPVsubZYSELmNwsf7o7616G3uYQtG0c635zoJZ02o0JmKECqCzMLfEE+1Oqryk+Fi56cMX7VWXgTqfzZXP/tke5d/wNVe/2VjnGXd82FyGd6lkTz5iptJ5zhDi4vdIXCbPOUKqWqE7llnOnDh/5/twAQXmVhmdIDKSP0Mok3hFO9bawnb1OMSX1hXCZGininqbDXZGEHgsLMcEVxGbjJH8vvqg/PpMdV2K4zXJgafpoAUyeM5O+2vRXfFpGc/XKZrN7UocNk/uQjWcEAB+Jms8I6HEtliEowEzuq2/WaLCmoMhC00L+tbX0Q9fWRjxfsPSDSM/HESxsAoFluw6pdGh8Pp9JaVW5GKgIbAwwtNg8DGYujNT2LZSXm2p9p+2TSuWzpGEfJ4lUKITFczuPd+wqMzqXVdNny2wxinx1rQon+vJdCH7YlEC2+zMMzITiICsViizPB7DBdCqThbMmlqFiGUpNG6FLR7UEYzwrYpxyyGLpf33y6Rq/9ny/l9bdLkKQW8ZuyPcbT/T1SjLTA1K5NDkIysVyZlukfGO7mK12Vkci66FSqTfY8NX3PXnLEthYE8VEsE2qUcNmdijprZjrfnhaZuOuhTH8YHXouX3aYEAJyIVQ328QsExPQptiIcq1l+IRWx/cARAcBK5ef9XC2VVpPWRJT6JLLTNfN4tPhfstAnP2sWiFw+u8t9/jYyLjU14fTXHVjHGYstTCzUHzrg2j2d++ZXf1mvePDO6PP3YWs17uZ4KJF8v9EzfdEwXvDicfdKmXEiYqXM45xDDewodBSt+1RB4GOFpMPgBBOPHbcpqnCFv/gjLh79bolY4jmBzA44zha6g/cpWtQUCxHl5/vsFezx2/zH3hpzpE9aeowLJjBkVtM8eDo9xpm3vqYv2iqdVlaMljrUQgs2CKg4pPsv23PHZpBpMUZkqIV6Ty16/Y+zO3CxtdISVZexuQQXKErjOxKU1S6t+7raT0bbZGRdgUYzxC1cwg0gwwcK+9WVwhwoSke+O4GJel8UoBBzpO564gGM0j1BGkLSOyKOVbQtGEayW9q3Igvr7LUvL6CerqhDlgID4nLH5uPzctYoKTP49rXDy6/GjxWMU8fnFo+EqPrFychSftIEZR0HM1nKyaHKkWemc+l9H4YSpPK4EMbF092ntJFCVfbK25wSKNYfMUhQwN/zh31uk3ufz5LfVh/R3skmpHBqZiq1VXJLCPAWP/dt/bLb75BKjGuyweIhrCPZbeP3icxoK86qhihGeBoOf4I2ROMPR3arqhZm2H9Y9XBQtmpXOpdZCzIFtPxazCX1s6UZUsNzJJ3eHYx5YLNpx/IJ8NsPW7n6rRclYk5McZzyBmccmpW2b4T8v2afG7s+NXiOVPpipKT6WOLZAtFEl7FKzYBRjdyrB3SPFx7fzdkeJKEXQWj6Rzu3TL2btkP5Tt8aYfGSBVRPtceyN8Gl1rLxxqMAknEUx58MCPyuHk6X9GmowQXRCxcpvxzg/LhGrrtrbLb5epNVVXpO4HwxsW14+e6Sc/XOYS74UWfm05murFswiNYpklekv1lFhhQj+cOpWeXzECqlROIumDVHhA/xoWT7i50YwOotPFn6saidZ4RlTR18N5DWDLRY/s6PxOzY6MWHNdnKocGXyHx94Lq0ZT74m5vd4cf6w0OYpi63axB415PvHKiXIxiyh9J+2VefCqVrjVBDs8Li/8tsGfY/E7eC7ThU92t0xeB4jPA0GP4NV0h/P11LPPpYyWMhASPGGShxe3WI2654/1kfvnwiOyx9c0JmXdK4WPTZ8uUfuc0JTi9iU7vPrer0gY+PC4lVMUDmimgEFsqa2fw1LiFFNQmwgrll6QrBhDUQlDlgaimmztWO1/LoBu+fUJW1ZA9vktOixt0Hc/P5sDRVRjmCoTvuU7eSYcBWRiZBmIez5sWujeK86zpzO7m3LWo9tK5f2O/efqu38yCjPuMBrDaGEUGSmMzwsgyYbVY/8eee7cAdgPILlHw4A2HcBLWNcAIhc5DFnYazZl7TYz2qFjxETnASoyPNzs1zDiAPi88FI8cnhAS9RqOvGjB4OAcDXtEYlZm097jIMwDIVJ4WJA91TkTGrnoDXCYIc+B1mhpjZWGzBCCzgZ2fG259gzzYusir+cZtysdpsBQNEE/N7z/P5baeKfqkiG+KGEZ4GQwDA4sZvT9ew52O/88dmtRfC/N0yk2eDOzpfStrLJI9YkBZDZCPm01+3j4iy/NB26FKdOUsIdiuleHp4fjN3t7bIEUtcAGNri+2NrCTRyt146Jwau1f9aPZd4wPMY7K8NadPXd2yphKIoEeMjlwaNcXJEVr91qzkkLm7NVecWUuEA63lsU9V03Z8ulR3BCAtZJ63Q2evqIBCMLHA5Kp1vWLfGW0b81yy3f7uH5ul/ufzdATAkUcqhtkN+RHj7trpUOHh30JMP2d0r51nRq1WocTLiyrg+Ker2y/gCFGEPTi+liyo5DneT55LLK14Hkrlsh2muv2ySt6eskkXWfAWJRKTMQkWfBp/MV+XprAbs8QnghbciW5sViaX/nfxrlMy86U6d+7XR7Ndfv7gSLP0NhXCPLbJrX6gkV/XeszyZr5XXyN/P19L6hfP7vfWL6+71ydu1NudquWTygU8s2joT4i6/Tyya4JlXSj8TIkBIzwNhgCB+MIv2pZXk3iu47+uOiRthy6TcnkyaFsTux9X7XTE6KMOsYG2jWGbWOViRxtz47tN7H+/fO8Zbe3SVo4uVtJ98/i4VzxpX38dudhBRTI2OyZ+vj/WHbEv2TgauzvOHrJowqIGM4/WRZ7/PlXHVtX6Zem+GE3Gu9YsoBvO5JIjlBA/GLFjW4VFk/7cDhvnVJWt5SNuU3VpGJka5JhOZSUoUS39Z9Mxjd3E8sURhNjKNxrJZ4+ES5ZIc3Trv+5C1Rbm7Tjp0gXBFcxqthy8SL1lqRhRqeQg4NiqxCuVpSJskqisWpvtjtZariATe9JzNexLWL8s3a8zrMyAEhAwrVdtFa0cCliwe+ibJfJ4jQJRRhp4vmMDdwMqrrT3sSliJtVi7vYTd7325m4/qb9fHMw8wcKdJ+XBIYuiPKeY8c/uXU9dD7ztxeku2G9x8MQdoW+zEhLs7D55UV4cu04PS9irdayacB9Wg28wwtNgCCA0b7xOIfn5iSpaDURoEo+ZNV0Kl9vtiDIu2szkxWTxwyIMgtSxTfrJ9G1qXu04U+oOfM/45rRTwe396zqtamGCH1NSys7jF2TAjO1aGXS8qFN1pLqHIFz+ekNZ8XpDFX6kOfFvnLmvTE7d+KcVirl5dDBLyP2yQMDQurNEGLOcmx2WmEgJYvkIsUs0qj35aPImaf3tEhWwPFYTI9vsWAuRTOMIVb5t/2umQgzzcDh1wYrLdJ3THh2MF7BFzoUYY/DYYJYSa6ndJy+pGKHK6RwZyZLOz0tsFVQCCRAuiFBHqNq6MvIHWrlvtiilr2d+HhaGcBkYsXivZrHTfuYxIMKVx4sFO8uSCMiOZwPb3XY7s7SId4uuI1ZGOQRYVUledwn1d8Smq+OwZdL5xxWy6fCd3z++NgLaOe7VnxCva3UHOOxZB6lg5fzVG7pMxO8bIykIfUPwEDi/GQaDwQ4xeYgZqkwsAmACb+VKW8sjiBraTI7t5n7No69k/J+9swC3ovqi+LEVAwHp7u7ublEEEQQpW8Qu7BYLE1EUFUVURFFUQrq7u1sapVT0b/y/3753zzt33tx6xXsw6/vm4/Hy3pm596yz9tprM66QOeOAN2vUQhSvaz+YZ3p+tMCzTOwFvJZaCs2ZOT5yRNYj5IMmgGfbl0tUfkSpw2vY6o0ZpvnrM2SGtE1EmNqz6LGAMkgZls5oYqeaBEdYqn/NBt+j0SrM/fZqvuFcvj5xQ4gCfHW1fCFB3nhobWKKmqa/q2yezGbUbXVkUadsz4ah9ZszTeGHxzoxUDY+6FHNbO3fRsrptrrI4zik4zKDRDQeqOpDdzsk3ws85ld/Wm9uGRYY3YqVAD+nl/+Q6B98o/g4r6yU1ywMxiG543ce+mal5NGGQ8Ng5izXiXP89A9rZK48mwHOAV5W/K9uJwnnu+/nS6KSz9blczvNUajab1mWgGfHrHGa2cYHu+Z1XGpSsOXAcRn5CYFmM4FlALUc0g/K5EneKNqUBpuHfqNWyHVvUz6XaRFMAsioYCNxz5fL5HXFhmnQdVXSFcn3ER3+1fLhI50CRYYuWI2MAZDQWZsOysdvTd4kfkQbkaYSQaKuDxIwytRkf5YPjs6kU7nGC5NNoX5jzNuTN8oCHm6EpPpDUbDiaU6gqUNJcv8OFYTMuIPd678cCHanQ5XSL6Vu/KpafiVSyOtv6qQixjR6ES7IDQoyJHbimr2JFjKIkHsSEFYEGwR+K4En3ogS89Idvzpfh4wRxI2KFw6DulUx215sa5qXyenp+cMbSMkY2DaCWMH5YjHm+nqRNWKdIHza1Q1hIlVB1VY38F6C62oWEIK8MHgOlHC3LJtTrglAeWcSTjgfMvfLhz2riToFUaDk3eqNmRKsn+2i88Rm8t51VRL9XAL5DM0VtUFaAPcIGyI2BLaSTloAEUKDgs8ZdTQpXeU0KxEFxYYIZZXLx+hWOvafbFdWxr1GCo8/WaBasGLXEbln8UFmdJAmMXndfrmHGIeZUqkEPtIOPvH04SMdg27md6+rYu5vEQg5B6iTz/24Rt6AgUYBQXzK54s8g50xmpSq6d5GveruMZ96wMQN0lhT+dmJpu6LU8ytwxaLCgk5hdAklNljf8OnTE0XO5yEpg4UV2J1IgW743lk5jgkQr1+4cZB0vkP4UKNJT/S6zxq5NB707c45IjOeEr/WsqHFBG7xLmkI1unHgFV+2oXyWYalQworCyAdjmTMHziiLyA2sTzjgQNgOcaJSUSBnVXx4l+Ni+0yWhNMK6L60jH+eudKwphCjeekeuBfYENAGMc7XOg4FwQ89QvqLQzhhRyFi7SCbJNGVrVfJ4v4z8ZS8qG4UyLjJNva5PP24aHJ5/8Xm0yGhck3FPvb+R8veIzExybSrxqJ6QVQt3wlalyz/LcmpbKIU1Sr11TyYkBSxiXmX5GNBKfps03j7YtneFJ2riVe6QKAl7sUF7itnxkPKTNfC4faQ7UJSJMUFbCjSD0kTHAotq3SXFR2IYEFSj9l8gkyBhZgSVyXhx15B5lYMqxEATUx2uC4eiUW1G9xqxIPK2GQ0uUNuhKR11CNY3mR3xp3DqnZM50l+rPTwopWxPsDsFsUyF3osUR0oknFTIYLuuTr5ET+daUTebLhTukocoNCM/7M7cIoSK0nqBpciPxakJyXu1U0fHHEtzPnHIIN7mLEFSNq+JcQQwhMnS/Vy2QRZRBd4e6G6hkMzccNA+2LmW61Sjg2XRyIOjvzB6nv9NGlxr5pXmL57hu71HJDaXBiZQEGnnotibrEHtAJODDBO0q5BE7w/5jJ0JsD6BWMG7p1oZFzaUXnGMe+Xal2B3w4KFghlPE5TH1rSs5qJ/M3W4+mh04f5kvCNy/PWoXlPuU3wf5BewViMxCFfVq10HJ5L4m2opyO68L7qslwevG7Uapn+azWMDvYEOC8o0SrQ1skGx39zRf17gvDY8/2WBz9eh3K+Was0GIFlmW3sG9fN/I5fIx1hkGSPjImPCJ5ykK5tWyUFL+oumBRgkWYy1v+sh4eLhNaYdwKlAdtdO9Uv7YFlTKqx/O2mIWbf/VFM95kUNI3+laxTxzxZ+i7mh8DqAJpHSeS0Qx0xB353d9vNB5HCzo5YMHH0NkWbyfH7NWOr0VECJAviFkk07pSOHxW4ITiwpkzRRWnQOQ6LenbhLfHeqTu3mEx9OxSl4Z6ygq0H9GYo6YXoOqzIhMBRNdmNyDx5HgfhRbyC9NMMWyX+TkajKNhw54N1Dz8E9C2nvWLmg6VcsvEVDLdx2R5iMsAXSQcw68FM94G4tskBJAsD5ElzxYlFPKzQBf7FtdKkUMZdfUAt2EqD2DjayNLJnOMSVyXByipmNnYPwrf/vYiUVCcMNlkPK4nr6ynDymB75eIc1FCkZuMlFn5C21pVEKgqoZmaHh8AmbFzYSxCNxzrGK4GX87MaapswTPznfc3vjojF5ImlCe2PSRrM36HsukfMi82DLUqZpae9YJB3MwD0WLXM1rcDGCdWe+/uFDD7JB9sPzUQ0tpFNHMnL7iP9I328QnykOIjkoeyHQkG5kOPZH9dIiRBfEjt/f7pDxgJKnht3j1gWk7/TTUxoFGFxhYTZwGtH407n6vnNY9+tEq8lZflLLjhHMhwLZMtkWr4+wym3Q0r5Ov/nYP5zJKBCsQG6omJuiduJZwxhuDK7Il+WTNKUBemgucYrMubG+kXkOatf8+LzzjYf9qouKqYNHhveWsq2707b5DSMkFtKGgAlVy8QNUQ0EqM4awVzJFFRIeJMTaL8jYeVTSEl+RvrFzZ3NS3uKNWHlHgGUwySiutqFhTyZ19fRqre07xETHO5iZ5Ckea8qELoLrMzrcit2tLkQ4LCzcMWCenpOmS+GdqresRZ5E1L55TGIyLBVFH9eM5WU6VgFtkoU+ZnGhLZtlpGD19uzyXqM98H8XRXAJZsP2yqFswaViHEF8s0LW0Ig8hyzmh8inTetgXL7AWjTN9KK7CB0aYqEhOivXbSM9gI9P1iiTRYotbzPoSlxEfGhX/1TlFUK5TV/HRPA/Ngq5JO7h4LCRM9KC9S6nx41ApZgO24ER/pE18t2mke/TYwzQWgYlxfN3TGtM4wjwVkT0a7fwgAf/zyMk6XNhmMdEOrWkbTz5T7G0lG6Bc31ZJGk2j47c9AJBFh+JSpw02X8ZrRXiiG+Jtrg9YBFFvK425w3mwQDA+5QtHEP/jlgh2i6kJC1AtISf2FsevkY2KrmFZ0NNhIYgOiSsMWuaEEW6OQ0miiGwKIC+V+voeyMF7BwdODk4+CeZMHjyctSsmN811ZmyiP97csGRPp/OOvf5w4JvseS0Q8i3gTuHrFLzOf31RL1GE2vNcMnuvkvoYD9gpVVgGqNckGhMLL1y85X6KthvSoFvJzqJ92GoPGKvE+R/c89gC6zhWM8eQe9Jro037QHPGRQjpRcx9rW1oahxjFGe28qb8zuRFNKQVEBqw5KOpsbjIyqNpxP5BlTBpEpE2Mj4wBX/E8hYG/qk+jYrJb7z92XUgGJB2YqCEcZBzyPRy+HzT94dulu8Sfp2XyyWv3S5h8xfyZZSzkW8FubJpkhvSsFjILPBzwgzKqks7icNAYIkrhWDeYrU0IuIJmnhW7Dku4OzFPWpYENK/gLbNBpY/RkDTk2E05lCe1PK+leiYUaWnQmdGePfqijnpGVBPd/3g3W1qJAGR8krloY96WQ+LjhPjZjxelq1aRgH/RvS/j9cK0IhvYFOh2t8ucqna6S5yMGYVEQbxR8WTy0ccL5echfSDbhUknnqixT45e7fyf5qBYNgUKLAaQFtQlPOKAmexYLWzo+fECZJsyOecbO0LHd+dI2TuS8oZCCsh3xc9HviijJ9kk3de8pHQxNyuTUzY65Z+a4PwcaQzPtS9nutYoIJFQOS4+T+6z2ZsPSkbtX64NyA2fLDRf3lzbCZR/+af1opIDNukE3pOli3IbK7YHldr04O/E4zp62W5p1KNJL5I9Jb3jm8W7nGSFAddUjOm9zUf6h088TwMQ8k2uHSUrFjrbSwVY+OgU5GDBoBTP5BvfD3ry8eOK3U43OGPunggqkFwriKASA72OHQbNMQM6VXRyDSOBxVWJJ3mKkUrzlLcYpYg/kdI6YIKQDRpuUP0opaO0kGNJye+WBkXEn4rShGLIyEsWfJqTmD6iJJFDgeJXPu8lQkInrQ18vnAMahLkpGPVfKIkol4q8USx7fXxgkRTdiDUCjykkEKqAPgEv1mSOGweYqKkE0Kn0Ud2jiAKnCp19mx2NyBRzEJ/Y9IGWVztxq6scU4tAnSFQzg1y5SGEhp2eIw06KBiRwNKL40+oFedwo7ShzXAJuComfhYI4HIoq9vC5BPNg+d3ptjhvau4dncgzqtgwxoVGIaEaXiz+fvkGs5Z9MhUdjZGEMIKxe41Gn2AthCIMz4ZrnmeIq/mL/DiR77uFd1aUwhlWHell9Ekf526W55DQGaywjPv6NJ8bDRUhmBeOIrxksM2DRm5K5v1PKHg88Fm0ibGN7TfGQM+MTzNIIERfetK4rIqxM2OJ2alKKKZL9QlAkWaA7iTXw/6MkFfjMaNVjwIX3PXBEIXKchB+JJLI4SHnIsUUEpSVEuvKNJMXNPsxIRx/VBTBR2bJAXCHbnvvjld2+CSjRP63K5nfvk9s+XCOlklCEeOUDTBd3AdkcwJW6UNEgo018gpBv3H5OfhRTbiizqV6OS2YWM0pFNdBSB+G5FsXO1/EJWOD9kjkJQeDzhwIx2yqmQSppw1P/pBXtqzxUV80rjE78fIqObACoLXDM6qqOVXjknj7YtI55bbT4CEPzqhbLErPDsOfKHlJ25jpyO+1uUNLc1LCrRRiMW7RQiFgvxnLHxoAwVYHNDSoAisb8zdD57JN/tV7fUlggwNh3EZ3l5ajmHkCayS8vmuUR+NySSJiPCz7k/2r41S+KuOlXLZ84KXnOsEzrMAHLd9q2ZTqQYjWGA38d9g4+0xvMB3+31QxMawng93deiRLLK5OrxjMUOkprACrP7yAlRq/V1lxHBZpQBB9gliK66NwM/Fx+J4RPP0wyUT7vXLiSKJp29eLkoRbFjJ+cQdWvMyt1CAvBJcRA8TBnwqsr5ZDHMyN2RGQWUYe/4Yon4ACH/LMK60KMkEZhN4w8NJJpjSXg4Hel0vkNMIXSvd6kUdjwe15GOYi0zUuZlXryt3FFCh0h5zYi38dK49ebcs86SrEp+BvUOFYmcw0ibFpo/IEQ2KeJxQFIgofweOs8V09YfkEMhREXK8wF1FDWNci6El41UnRenJPqbdCijzBK9BHb9+rtMLbLL/5xfFCPKyYTae8FWRLGsQIYhSt8FZ7NHUjvd0Oajoo+MdT53+Vs0HxWR5iP7uriBXeD24UtEtaarnOoGk4IAVQ6I57iVe80Tl/8pzWORQJA/IHrHLjW7iWekMrsbKIhf3lLL3PjJIiH13T+cL0H62CIUeg/iD7UJLc1CVGHuGbFM1NsHv1lhpm3Y72yaub94j0LtVB+7rYQCNmGMVhxm2UQUY+6sFzVWKhrYPFHaP9mKJ3PqP5kbSC/g/SJatFp6BWTzts8Wi3UHQYT3sPQy795HyiBj3pk+kg0M2s9fVV7Cpp/6frVE65BZxxvn423LSPcyPjXy/+hWVj8oO+mrKuU1V1XJl6E7JdMzmORCAxglUtSYV66umOiN94pKecy68YFgaEDpkU0Fc7HpwO43aqUQKaYBYcgvGsa7SzOGLvpfL9llLi+fWzI78W3O23rIGWHIn6csjMGf0nfFfJnN6L71ROnDvkHHKaqiEmLQt0mxqIH2XoBkkZfIwX244ONfpEnntc6VAiX6XYEyPcQSssXj1+cQCRAQ8jnpWCfmaeamg0JStJTPfgp1hYYaFLnh83eYNm/ODPkdRCP1qFPIzNp4UMq4qKo6ZpNybwjOOENiYGJthuAcq4KHSrd691HJpcRugYdRQ+tDy+LbzAtj18oGBXvD4OuqyjlTcP65ViipXy3aZW5rFD5OaNP+Y/J8OA+owAqen5vMxUM8AZufT6+vIQSZ+/LmYYvNq50qyGYWzNgYuH6kEriB/QF/KLmzAyasdzZbAPsi+au8OkYFyacby3YeEeVXczZthHtdxAMqDQDSHy2mKrXANer3zQpnQIPXecwoeOqHwHpE4gTvXRl9rryPxDjjv3DzzdIBjh49ajJnzmyOHDliLrnENxWnFrgFMKOzgOnOndIUfkJKRygqvKkzNUKz9IDvB0154A1kpCHkA1IYLjqE0rcqcfjwNr/QJuTrNP1QqmLTwBv4m9dWCsmptLvlH/w60Lik5Mf28rmD3cmFhGjSrDK4e6DDGBI3aNpm8960zSGNHDSBxNOgEU6BY6oR54KGHBv8XRop7PibcMB/yv1KQ9TyXYdlXrwNPIvf9qkrmynK1QRvo/p7/Z7Z/Zo4iyFRL7X6T3HyN92AxJXLk9nULXaZzPKGTIdTgGng0aaZNc+0FF/jE6NXSekU0OTFa5IOb1RhStC8bkH7SnlkDKmXMjpy0U7JyaQpavoDgalMXiCsHU8l0UWE5isoYdMcZJ+rJY81T5IKhZeT+00VyifbBWwGVZ+bKKRpwSNN5fmFA9fmri+XOrFLeEGZIMTEowdGLg9LPgHq2YMtS8prCwsL4P0L1TQ5+Gn1Xnmt6WbsZIAGw9cmbpAKAKkJGbXze/j87ZLewevmo57VTeNSoZstH+kX8fC1jNvu5iPFQMmV7luicTD20zRBObPlGzPMSz+tMxXyXyqqwqLHmovBH1LKmkP59YnRq02N5ydJGW3syj1CBnwkDRB8Om5ZGPELvhUhr84OXPcaT0hTwfd964k1gjLjDZ8sku5t3WdynYgPskkn4FehnDERidGRlH971S3sTBPafeQPp2FNAZHCg3WDK7alzVszzeS1kXM9o8HpaLfUdUj3BzO2mGs/mOfE3yjKuALZ7RQHuqaJWXKTTkDTEcQPn2X7QbOFdEIyIYoaTg7J4ffYJVuuzwMtA/4zSv2QMkBXPiV9TjfqLMpltyHzTcWnJ0ipmf+j3tpRZhqlhNeUMinNRxPvbShd1rzesDA0fW26hKlfNWi2kE5IJOSNKUHhyvE0e6HG0RQVThlGmSXUHmAxsLHIVWavUSg2f6cX6LCm+Y10BvD0D2vM1e/NkfOEWh6JdAKGYYy5s77zf/yond6bK3YJ8mcZlBEOkDJsKvYcd6o63E/JgTMq8yT5OzkHA4O2kSfalcmwpBM7h6Yx4FH2SeepC7/U7sMBDQWMg6OpAJUJ8kmTxrdLfjaPtCktZUrUCQ7y8SjHolxQEgz1g+YRJYG51L4fNDawuKN0EulDzNHArpWTHYOCt274jbXMMz+uNp/N2yHB5Yz/Q3mjVAwhdYPrN/bOemGvm+Yx5rk0lCCw8Csho+zP91F+h/A2K51TyFGk6UTRiCeKFo993Ko9ZkWwAQfwMKsXzGpal88lZB3lFX8o4H5VRTAWMMfcBmRaA/FppoGQ3/vVclFhKccr0WscLIFDMAEKM8oihFw63DcfFNKLms34Tz7W6CDyIuughha7zFFC7QxPmo+wT7AxRJHkuZMjqvj8xpqmpkfZm/nimw8eF1JODuqF554lvkjsA14LOl5v7j1K/O7Gn+T4O70AaUW5zZLpXFHpdOPARJpYwDnhvYVyLGADjCVC7CdBm4cbxHsxMav1GzNNn8ZFJaOWAH/Az658umWSn4+qr9hB0hpsXMhjptLA+4ZNqjMSaALE14lHl34CJof5OHXhE08fiUBkCfEjxNtAQGk8YkIOU1eeuqKsNEKggNH4wLFh3zGXH3SHHL4fNDYEon4WSsc0pJCScrgZ1zbsOB+vEZGABh9mbX+5YKe8qdM5rNNfGHOJ8on3DbWO0ZAEo0eK3tlzOEA8c1mKJ4sfyim/G0Iw4pba8nsp/xETxIZk1qYDElVDmHUsz02VHI3DGTg1oOgAxDam5tDIRHQOKhket3u+WuZEEqGeuTv1KVUTUk7WI9FDG/Yel42Txge5gRqn+GBmgGwCfKXc3xp4zt9HEVVCDAlWEsnX8DFyoDbrc4L4o3Bz7nnMdpQSnkHU6NpFLjOZgwoqSm7TUjlDSDfg/O479qfZc/gPIXB02fNvuHisf/7917P8zaQiwHO0Nx1cWyV4KUU8AX+DDFoUYqomgKash1qXimnDpQ+RkPc3J290conDYeI9Dc3jo1fJZppRmMQo6euHDRg5rrqBiBc6LvNkhMezYYBQo5I/d1XGHIvJewVWBRR/XrevXF0hQz4PH7HD93j6iPqmwOJGKYdJLLwfENRMKcRd0qHkO9/3g8YFyq2UjFk4axXJaj7uVSNiB7OCiT81gyMZwf0tSpi+TYrLx7ykUd+8gt1tDLuhhmwUII1EZmW/6DzpgEY5xNTvhfovTxEl8+tbazvkdOjsreapH9ZI4xF+u0LWJoNNCdFA84MRRYzYfObKctK97AaPmzI4lg2UTXdJHFJOZBNzyG1VkK5iFi5VEb1A0866Z1s5CxoeybenbDQfzNzikHcg6QFnBNRLGm3cQfE28L9CYmngoWucpizw+U01TZ2i0dU7CB+bDm1UgvDb4HGwISCSaMzKBGIaK/Cz4mvkYKoV/xKh5faYsmHE84hCPuuhxiEbA64fk5UUlOyXPp40f6cX2Oxg6VGg2g3qVjXqa4BMUAgX9xzvS172gn//+88h9ITQM9+b1wMbCi9P7obnWofkscaKei9Nkftk5K21Q6LCUhtUFZq9Nl02fE+1KyOWmIwGXvNUEdgAov5jD0pKZcRHxuJrvuLpIyJYpBgdKJE+Y9eJUkC5jjdwyA5d8epDxG9G2ZDj2SvLmQlr9ooSOnPjgZB8UEp9eLGalM4Rs/p1KoIgf7IpIZ14MT/sWT0m0gncXcaUlFH/iD7iGmn5T0u/LcvlkjIc5OP2z5eKGki2IhOMFDc1KCzEE4WSYHd3xy/ql5ba6TQGWw4cNy+OD4yTfKRNqRDSCfj9X95cSx4fYe2Ez/OcUR8fa1tGvJBYNSCakDcNp0/0fB9v7uldO/z7X6bys4HGFBso7PgIIaqNXpkqmyCCw+nM14lBhMQDOtlRCLk/F2w9ZN7oUtl0Ceao3vrZYvkeJsBARhdvP+wMYFiy47AcbkB29h/9UyoDEO1wJA1lT3NN6TbHJ60Kr5zv/4x0o2u2ZyxAAUSR5PlTko4G6YwPRigRp+Z+PbozTSnDp2S0De8Ndjmc3NYeH803Q3pWF5LrBUgjpBMo6WTa0aHf/pRrDHgNoKgq6IhHlYaQEnmFd51GKhuvT9og3uZ4gNJOmTito5S4bqQoQDqxthCRlxGBqAHpZO1g+pdPOk8P+MTTR0ygmYQO6241A/FLeKkeH73afL5gp+y23T4zCFQ4Pyi+OY7T2Q+KkkSzCU0tLBwf964RE1FQ0JkNNCqHaKHmljLFIk5OImSTTEdb5Rpxcy1ZtL5evMvxxKFsEzNEFijxQkNmbjX9O5QP+ZsHf/tT1EEuE3mvKNxMg8EbiD+vW82CEZvX2HCQl0nWIBsXDjdQnCAGlNH//uc/yW2kocRNOukm/2TudplJbaNO0WzSHEPZVAnSFZXySmn8tYnrzaWzz3V8m4zFxHvaomwuiWhqN3CW+WHFHvNAq1LyNfU2MtGmc3WOwN/Aa/pSkGzzNfJS7ZxTNmYcAG8lOZGQ0HJ5LxFVEZJM4DglcQg+/9K0lZTaE6SZx6mz4yk789oL12Tllf3I/cN557m44W4sSokyuw1UZSXMXGd8zpDKLu/PM59cX91pagOQLJrKhsxM8LiC7/vWlXOM+mdDR8kqtJOdqgvKNptf7i/1mHJdUf7jUS3xNrNBoNRNxSCtgF2GDSJ2gZc6Vog6Sz49AqWfJBXwaJvSIlj4OD3gE08fcYGFB2M+3qIBEzaI+sPoRAjOw21KhXQ7K3w/aCggG10/mC/j+yilMkaQxq5YQcMKiyRwq2EQR1QdGnrCEVlIKD4qGknUxzhn8yFRbm6qX0SIJ+HoNNfY4wNV7WQWNmodjwHlFUX15asrRFTCUEvJiWSB9CJYlM7pyGXh13MxaFrA14lqaDfNfLFwhwTl24CAv9ixgjQAucFUIu4xVcnwvXIv3tm0mBOyTbkc0sp5QAF8/PIyDvGki9tGj9oFzeAZm2XTwOuBiB636so0MBo+UFoJwLdD8OMFG5P3u1cTRU/L8vO3/CJqnx16D1DPiaMh9opUhGiTjz6atc2JY7LtCwo9ZwrsICkFNjuqqLI5ouOcKUeM2OR9hW71z26oaXJccp6ok9h93N7Vd7tVCSQ4LN8tjWh4Rmc/1EQ2F6oIKtgoQT65TrxGsIqMv6uBjFLlugP+5gMtS0ppPhavqY7KZNxqWm2ceQ2oL/a2RsVCqhYZBfhi+36xREg7uaOacuDj9IBPPH3EDUrrPazpRyzqvPGzA6csH6mBhDdJOud5c5d80CU/SyMFvkEmyXCw0KJG8PszajRIOGw7+Jvp+sE8KRdCkvBZhispuuNuNNidCS5eIP4Hb2YsCyDf07tuYVH6NPvwioGzxF+H8kQpnoaT+1qUdH5mt9VYtG7vUVEvwZNXlDV5Lk284WChRzFDnaGUTke3rciilCo4H9PXHxDyp8Rza1CJYiNCSZ9xlqi0bk/fqD51xGvpBe4xPKY2xt5V33OxhmxAQJjxzj2MOg+qu7q8IfTc/yhqd36xVIixm0zbeabJAVFKvF54zbEJgEhCminxolbSKQ8R5XrZqVr4Y1u9EQi//+T6GuLtdPsXUeu4LkAbpWxgRVA7AuA+LR3jCM9YAOkkOowmN6KqAK+Jb26rLXYMSJ17ahSd4/e3LCn3gnpi2dS8E4wTuqFuYbk+KOzcE3eNWBpiS+GepFESQD45J5/fVMsU6jfG+R7SH3idvdChvBOnlZ5GZfYft1ZeL0WxzTTOeN3fv/35t7np00WyceO95vmrAqOAfZw+8ImnjySDJiFKVjQb4ZljIeBNm1By4lLskXhuoHwRqs3BVBbbD8pCwUFHvcyLP0X8oOQFQjohYCVzXmyG31gz4qQT1Br8iJB68hfpSndj3sNNhRBUe26iqF14DqMtljZqFc3mEE+6Snl8NYOqFvO98R6qKsg8cEBJ8d4Ry4Vcoax2rJI3pAROIxENQj+t3hfSxIEySjYlYxC1/I/q+/L4debLhTtFZZ24Zq+Uurmn1O9J5A6HGxA+/KNe2Y/8Xcp43FM2yNZknKYXeEw6een+kcuFpFAq33vkDyF40jV+4Lgoa1gbFOF8qSil2txTJNjcA0Gna12nL9FcBsH1apABkEvsBJTqUWWLZb9ISCiECbWVg80BUUmQbBRRNznHy6uNO/WKZxdbBOfh07nbhazWLZbNUxlNlN+Zwv5OzRSlacwmHqiHtzcqJtO3bPA+0bl6flEiUXQVE9fuM+v3HZP7i6lSzu/JlsmMvKW2aTxgmmxsw5FPQGatTXL5feSLYi16oGWpsJtDVTzTyt85Z/NBea0AFP6M9p6IN5XXFueXjRSTtiKN1PVxasInnj6SDRZFupyJQ+k/dp28GZPfyEL3RLuyUUvn8fhBITkQq4y2Q6aMTfc6U2hQKhgB6NXdT/mRyBeaIyav2xeiCqIGYWmgi5tZ7JQ9tcmHTvTvlgUai+IhngoUsWwXnSu+y9mbAooqisTIRbtMz+BirqV2lG1AF+oLHcoJIWZBJMmAKS72aEKuGx5KPJtsMtwLJeeABfSa6vlFmeSa869bpeRyUyLXDnQ6ykkA0LghBeoXpfiXx68XMsbP0QB3W8Oipvnr00UJXLrzcIhCinpIHBUEkk5ooOeAUnnHd+fGdA4fbFVScm/5u3RQ39LQW41CbeXoWDWfQ4QYBUkGqRvuBiaUYu4DmUsf9I4Wz3mRECOayziebV9OlErCuPVaARp3OACqspah25b3zn50NxaltL9TUwgaBOfKAzavL41b52lNgJC6y99cLQYjgB51CiYiiJB0AucrBCdCKTjnd3yx1CGfNLVAMtWbK7/7PyP5t2ygnmpXVu5h9/uOhsenRZQS7w2PBMn4dbUKpGkHfUoBuwQVELyp711XxXn/8nF6wSeePlIEvCGTVdi8TC7z9uSNko3IIjdr03RzQ70iMic7luYZ2w9K1MqopbvM6KW7JRJI/aAsQJTSrqqcN0P4QSFskE4iVygVUtqzvZPE6qCo/bB8j5mwem9IsDvPj4Xxioq5pfkHMHcaVMqfQJ4g7RBPiCONGuEmHkUi/zSP0aTx8k/rnNIxZT0WZH6fjm5UMIITgsfGALJlk0nGLrYun9uzxOsFiOBHvaqbVm/MSDRTG1UVD+dbUzY6yuS711VxlFgF6uGj361y8jtpsHnuqnIOyWxTPrcooJTSK+e/VPyt5DeiRHuIyQ7yZD7fFLZUS3JuUVuJaKoRjLSCj/RpVMxceO7Zov7jvQxHPG1w7Z8fs9YMtRQ81DeUUZRVmU0fPFb/fESIsFYEFDyOUkJGg4Q0b2YhtkN6VhNyCamlNG3D9j4STP/x7K3OWE8aBSGmi1z+TkL0U/I1gerFeatb9DKzcd8x8/JPgXsJcM8wL57joW9WCEllqtcbnStLwLhzrjYekGxTYpU0Z9UNxpuyCVbSbcMmn4+2LR1CPAd1qyIVHK7D7Z8vEf/xM1eWlXgrxfZf0i48nsYx0iqIyXowzu779ACqNwOClQtST6oWzHjE2UfKwCeePlIULFgPtyktChbRSXStMh7w26W7ZPoRil2samXJXBebh1uXNg+2LBXiB6VUib+OI737QVFwuw6ZJyowDVSQTjrCUeZoXvlhxW4zduVeKTkr8LwFyGYeaQByny/toCYbVUEuJgokJWYiZbxyMqOBv0NpvXTui83Nny6WUjqKK4SAa7d+b+jsckrjChpTWpXLadqUyy0l2XiIL13hbFRQur28kToVCxDDxGxtm8wy6pJGNzypEEjuwftalJB4IPtxoHxyD0HwyaFlE4PHUMGCjs2AGCX9/He31w05zzbsCGT9EHKithOiniJZKbg3+g5fGqLuoQQxU51rge+Rg00W4J7ZeihIRoOlehRiSCRk2w7M5/yUznVxoESfN7PEQUE+vSb7cHthHeCAAKMss+Gx7QQo116NW0nFjGCMEraN58USsUuuHZV8msHublbC8Q0TM6bDAWhIOfJHQtqChsazOcoWoaucWC2IJ5uRXnULmSdGr3KqCTb5ZJwnSQ0AywK5tCjR707bJAM15m4+JPcWhJhrpOM2KeunJlbvPiKRUABFGzKdkUBjodobeF12qZE4QcHH6QOfePpIFZABObR3demQxqMGWaSjVKcfoazFCtsP+mz7sqKKZAQ/6KHjf5puH8wXbyDxPJ/fWEuIIV3T7mB35kijyDH2r2qBLGG9dJTZlQDahIgSJAoj3b8kBiSFeCo4jz/d08A0fnWa/J8FTxc9G2RwsqC3LpdLOoTjiXSBRLGQQzi1oxiwkSAOiYD3B1xz5AHEWEknxI/zyP21/9ifDjGlIx1y7waRXRA5pgfhCyToHcKqfx8iyDOg8Y3MUXAw+Hu9oCMybT8m6ir+SUr6bLpQor0AMe0zfLH4fSHKPesUNO9M3SxELNzGjHuC1xWH/l7OIw0u6hdlxvyq3UfE7+vOAPW6PkQo3dmkuFm649fARKVNB2WTZJNOQFzTsLnb5L7i7yfX6oIlBHDdIHigZdmccu5V2Vdwvd/qUlnK6NzfKLTur9/UoEjEv4cV5axvz5BxqrUKZzPj7mpg7vhiiZwvJZ+8tq6plt8hntyfpHCQ7kDF4ZFRq2STwL2BrQgfKtYPEgy80jxSCvim+32zUuwB5JXyXDISqIbc9Oli2SDhe+b16eP0hj+5yEeaeJPI3mNhpemB9Y8F777miacfxQP1g0JCdT63qjOXV8wjJPRk+UHpQqe8jsLE80VNQZEKF+xON3csKiGToYivQp2b90jTkK+hCpN/SHf7oseaxUS+aQTTyUWUulVBZNF9b/oWJyzdBpmFdONXzh+eIEfqaEUpRX3TOewQIsirjrMEr01YLwkHbvC9PWsXEpsFWZoauI5CRxm0fvEEv6AXuA8hDqiAP9xRzyGB+AR5zm6wUH51a23P3/X0D6tDSthEWRF8TtQTKj+z4t/sUjnkZ3i7JYqMLFxIC0R4cPeqsjmh05eQc6a3JAeQUWlgCpJR/VezPr2Aygqp57xgien47hzx+HqBe0/L8nWKZQvJ2owGyB0ZsXazGCV8RmWGSyawzx0bBXt8qvodn2sfmjnrhW5D5ol3V/23eHsHTFwvvlzFLQ2KSCn/ioGznc9teaGN3OecV14vNK3Z59LrtZiSILsUVZj3tUn3NYzrfJ9sQJaxSOBbx7Ly/R31PGO7fGR8xMPXfOLpI00bbHjT1uBwMvfoyKWDObkByG4/qEL9oJBQ91Sd1Nzhs8ipmmIjUrB7LBg8fbPpP26daVU2l3mve9WQr7Ew1nlxijx/yAyNJrEST9RANgOU/SmDsiiHw4JHm8a9+NHs8umcbVLe1kWbhfTamgUkmghF2FZ4ij06zvk/nlXUYJRNnTNvq10oT7c0LBLTucTSUPOFSUL6yKOlFK2AnJEdyjmwwd/Hc2yDx1ir/2RJAuDrEAPeSSnNouyQB4lCt/ixZs6Ggg0YJd6vFgUUPsj2K50qiuLJecG7a28AUhK8zUNGURdpTIsEnWFuA8/u78FMUve9QRIARJRueWwWXl5uvKx4a9+cvCkk6WBIj2qmaekccW0OdfNge2JjmXhDtYVsTyJ8Rt9e1/k8/mqGOSgg/1w7bX4ioxYlVHHg2J/muTFrZBqXghiz1FAiybts8cZ0sQVgl2CQQUYCiRVYFfAhf31rHUlm8HFqIh6+Fv9gWh8+kgg8WwO7VjFf3FRLFisUFbqXL397VqIO2nihftDZ/ZpITBGhxEThqB+00avTzFWDZku5EDUyNUEJ1SadLORMmHmzSyWz+LHmMhoOUpiUGBGdWFSpQGLfIaoMpWZABFM0cB5GLgp45BZt/1VmJuOlhFjQPENGIA1Hblz1zhzxnMUCys80ZjR4eaoZPGOLkE5VJ+c+3FSumU06IWd9hi8JITyQPu4donTcoDSNQhXruZTGpyAhHxGMpVFAQgdeWyXRz0Byurw/VwiK7tNnbjoopJPfR9c/xBiwyNK4xKaKDYh2pEO8rxk8V0gneyxGM9K8opmlWtK/7KLU8SlD7Oi83hfclFGy3dq/jRBltwLlJp2A+wLS3qZcLtn0kKhALBV8EVWf0Ye9hy40lZ6ZIM+TBkOuPYSTe5GpQkw6s0knRI14rXgrEvYmgGavWMcstijL3zJSedAxlwDSzAZBQbOSkk7AxuzoiQT1l8ZAlGzewxSo1bcOW+wkP6QEuNce/W6lkE6a9GzymxHw44rdTlID5N0nnT4UvsfTR5qDedmoTXSQ0nFLOZfFitIkRCQ5ERtuP+iE1fskp3KWyw/KSEVGdTLGMSX9oJSWCD6HXPA821XII7mVkZpM4sGyIJEJ1/CCR3TIrK1m8tp9UtZ2q08s/JwTgsPxNvJ4FXgT8WxCovgYQqAjDW1AoijFvnx1RVFu3UANRJmEjNijJL3GWdpAKbz500Uhnk+6d1nMn/lxtaNE0kSFh5P4Ix5L6zdnyMSlvk0SJhFFwrXVC0ijCj49mqbo6Fds2H/MsRO8dk1Fc+tnARJMw9a8LfPlvJPQoGpXuwq5xV/bp1FR+Z1jVuwWT2CjEtklZYBILAjEbcOXCHGDkELm3ZYAJWSpWYbkb/CYALYGri8NQ9gyaNp7YOSKkEQFG9wm2FlsSwuvtZwXny/WDLrtlbSyieTQDmYbT19RVqLSuC9Q/JMKLBCor2edcYbc65EygxWo9NULBn6OBjI7NJ/GpM0vtDFFHxnr+bPP/7jWvHR1hZDPkd0J6eZeoRmNAQ9YP/CpXlerYLKrOAEf+0FRCwmzz0gRcjQMcj/pYIZwXmcfpyd84unjpIDyI0oRCt2rEzaYLxfSFLNbGocgEBCU5BJCSAhldg7GTKK8qB90wpp9clBSQzFLKT8oi83EexuKapjSXfY8ByKNWM/w4nmBz6Mo4p/kXOpzZ1Ek1B1C4BUdhCVhwj0NE43me8jV4EPwPRsDCClTe1A+SR3gees4S0rqGr1E4wUbCqYklckTvvzCFJ3bhy9JNAKUwQJMpYHY8Dd61ylk7m5eQpRCypBP/bBavJkoK9w/jN1EJY10HSHAJAwQKj5m5R7polYsDCrv+A1blcsdEsMDAYAwkVGrYA48oFmOMrl4Y5n5XTqQq4p/kGYyCBkJBe9dV9VToUM9dRNPNgV///tv8N//zD///Gf+p///5z/n83yP/f/A1/9N+Fj+/Vd8lVomJ76I6VP8nH6d14GGk7vBc6MByY664nfbtpZYQMe/gvORFBDir0kANEHxvGIhnoBNoBfxBNxf+Dk7DZ7rTEVSjFi009xQv3DIxCsNj3+nWxXxeWKV4P7gOUKuGa4R6Z6Ptkl4dkxgnC0d/hkhNk7BBgsFGD8/PmDUfR8+bPgeTx/pAsTDPPn9Kqc0yRst049QJFMa6ckPGg8IZ79l2GIp8Y2/u0HY72Mhxl4AqhfKImV0+1WOh0270VmE3c1FintHLBO1mLK7PZ0HZYh8QxpoVPlBCYTo4gPUkjGqT7eaBUMyS21AXKZv2G+Gz9sheZoQYtRM8jDxTNrg96OWEZauJExJ17iVe0XFtrvtH2tbRsrz/3gSs3/Fa6iNU3jnlKTpDGy8uHhHZS56kIwSdK7TdtygI3vx9sOOcklKgXuuOPc0tosEspdALJV4Avmef//znGl/qgHFFXJChQIV01af3YAo06CIqmxvnvo2LiZjNGMBJXZ80OxL5j/i7VXGK01nO+TRDewJbGpYNss88ZOQq6n3N5Jry3X8fP52ybZFOYbIMnr17qYlIj4vL7CpY6NM/NPovnVjmhufHoC1oseHC2SsL+8L399eL9GQBx+nJvzmIh8ZErzhy/SjcevEwA8gRBDQ1CCCLBTk8kFCUUCUNOlknKuq5DOXl8+dbvJB6eJ+d9pm06V6fpn24waZgpTQmQ7i7mCGSFHexVdHTqiQtn/+k4YPws4BGYZC0v79T9RRnd6Dgog6rOhRu6AomZT0w6FRyezOpCG3csfib89t9xEfIKaQmrPPPNOcfRb/Jvxf/nU+d6bzNdvywIjM888+K/h9wZ8Jft+ZZ5wh6p6XSozP8Kzg79a/zc8cPPaXeWfapogNabGCv0FkE41KeG75/Xgy6WTXcHk35vRr4mR+xoIr35ktv5MRnGyOwr0XoWC6zwUbua9uqS3vTwwPoPqw7tnWIbmy+GhJLdBGOBID+FvElMWCKev2meuHLpLfPfr2ehnKG8nzJgsWf/23t9cNUYh9nNo46hNPHxkZeMbovKVECVGB5KAc3N44tulHSQExL7YfVBUVFvnU8oPGC+ao4398sUP5RAHMzNUmSslrnvvpRMLCRQChrCm50p/Bt2krlnuOnJDGEkD8FeV8fgabgm6E8LRq4xY2ETYubmXTCx/3qu4QNTfZQ81q+cYM5/tK5b448Hz4ukUszznzzCTNSuctvu1bs8RiwlhPFOVwoLOfZj83+Pt4F2+uX8R5DFgrBk3fZIbO3uYE7hMphfqos9/522wyiHSi/JocoFLiP0aJbvPWTOfz215sm6RkCAj48Btrhf2+cOST+CcC5PHtYtmY+WCTsJN6SDFQ2wn3FJvocBUA9Tm3eG26/AzeSDzIGQWakAGwlGBr8HH64GgcfM33ePpId7j4/HPkDZcuTkqolDfx8OHPfLhNqbimH6WGH5R58XgA09Lsj1qopMiro51SHg1Mx//8n5AWeyQiXeNKdALkx1sJ8wLPN9M5Z5mRwZDvcOomOX0KOr3vaV7CnHvWGdLZ/e3S3Z55oNdUyyeLMV5LlBL31CIW3t51C8VNwiA7P6zYY56zguUZaUhwta2MqbJEeT+GO8gAAQAASURBVP+tayubH5fvkRIrIfZ2N/+T7cqYxgOmyeNcEUwVQBEnoQEQdo9HmRGcXmDjFC5mCNhKIVE/nL+UBFYB7mNUb6LLIoFpWjbuaVZCAuopO5NPigf2+avKy/+Z5qPKOnFcZHG654fzGsETzEEXvAbTT7mvoWSX2lmjeq3CAYmE+2jO5oMh6nu8wGYC8WTjQbJDuIoG91f/DoF8UJt8cj7VflEowox2OvZpMMT6wkhSQvOnr98vk906V8vvef+++tN6IZ0QWs59SoL7lGY8Kg78+/OvgY93BT+Hh/mLm2slKScU/+9j366Sj+9sWtwnnT4iwieePtItCNf+pHd1KbFhtGfhZ/oRnkCmHyXVuB8NOS5JPC/+u6U/i3LD5BQO/EvtKwXmxaeFH3TzgeNCJumgLe6a7KLNLXQnK1hY6ga9bN/cVidsUoCqFBCj4yf+DulaHnNnPSm9fjAz8dSicnkvMcNvqOX4t/B2kdFKoDrNBSygkBG6cpVQEph/VZW8kheKIkbX/RuTNpiPZm8TYs1zu7tZcRmDSHMU3r+kTISB7LA5oTHojUkbpfRH2ZOGqLuaFpemElTGBsWzS1MIPl/UbiVdeA3djXA31isiTSM6AAAbhk36sS9AiO2UAAXPn453xsh64dBvAcLFz196Qcr74agcACLGoqUruOezY3XhWnN/kIGJLWNy/8B8ekD6Ac1lsWRx2tOQZN599ouEnKm6SLA+fyMSIKt2huenc7fLhpBGxVgTARhviXeSe533lnDXxSafxCm5M2QB9zcRYOHivNhssOHhveLhb1dIzBoqKiNCaT4qbpWiiZ/6ZG5gIAFfi8cXymaLxi/I5M8uYqlkMxZlnvcAj7eXiGCjfutngRG7WHnublo8vl/g47SDTzx9pGuwmJG7SGMHEzzwktEQc/nbM6VxhbnJKRVVFG1evO0HpaP1zckb5VA/KNE6qfVYNEaJrvVYYlpQOSF+NBaRp+cOQHeDsjJlQLvMSnnWDXITWfzBJRckvH1A5CB187cE1DWUTvWOVsyXWcgm6ibKMosk8T0ohJS3AdmQdKQTk/TqT4EYnuR28qKcs+jTtU5eLOcCpYsQdeZd15JsxHwyIQnFUh+LW7UDnarlC+nIxvsLeC7vTt8sDSWA+/SNzpVMlWcnhvz8g9+sMJsPHhcC6y614pHUhqSklNIjYfuh32Q8KEA9jgSeiz03no2Cbu4gd25STZPat33qxh0bRBOfgt9JsgDJBev3BaKsUGZ5bRORxe9GEUVhhEC7VXGALccOxSdFgWoJ3shwM81prOM+xRMdiXgCrgnZu0XCRC21f2e2KOQ2iXSDx/Jdn7qyCUIBXbjtV7EL3NqwqFiI2OD1+2aFqLpsENxxW6QUsEESMnnkD4tg8rnfze7DJ6TRKRp4nfPekOfS803eLPx7gSQv8HptXymPbAbiwZ9//2Nu+Sww+hWhgAiylL6HfZx68ImnjwwBFIU7mhY3HarmE2UNBWnYvO3mhxW7zf0tSpprU2D6USTwu6Xpofhl5rn2oX5QOvE5nvlhdar5QZcGS+JeZfZwYAGGbGEbiEY8IR3PhCkVs1CxyDHyjukjdV6cLMoNRJxSIs8dFRiCq14/G5TdtbGCCCTSCzSiiJLiM1eUc9ILaJCCXNCskSeF5l/j76QhhFGdEE+UN/ywqNWUat+euslppALVCiUe3ejOByWPk0WX+d38XtCzdkEhuiikkM+7RywL+RkWePyQ3KvYCLTsn5oZnhAdyAyZme4Z6G6wmVIvK0DlZEQrTW0ac2VPNcL6Qff1ix3LC8mPBBRxRYMSl8n/A+X6zc7oVIhujzoFzfV1C0uupoJ7g6Nf61Jm2vr9ptfHCyP+LWK17KlCJCJANNm0lc0bmErUunwuyRkltQA1MxxBVUCmNj7f2hS3JmopyPJkw8a171azQFjlV5Tz+kVM6/K5zZOjV5lJa/cLYWaSG1O8Nuw77mzumPjjlMV//UNIZyz2bTY1vF7lyBL4l/tMP8dm0X58VHIgnVQb+rWOz0/Ke8YT362WbGQeP9Obot0HPnwAn3j6yFDgzRP14bqah8QXiEpCeQ7i8/SVZT3VqpSG2w/KIgcJXevyg9J80iGF/KB04QKm4sQKGjGe+mGNEAQW90gKohJBL5BvyiKY+9ILxH/YqWp+If1dh8yXaCcWXgX/71aroKlbNJu5f+RyIaVMtCFSBjCSEnIKgVG1xy5TamwTnsyUVE74XZ2q5ZdSIFFQlHUhPjSA2O2V5JR6qdaUgvHAKbEm2uqjWdsCIeZnniE+UEZ/Krj2KFtMzlLgT+XnIYPD528XZYv56AeUeEZoOklqk97I4HhOcnGjwe3vlLJ6ULWGmECabqpfWFQzLBWyAVy5R5RDXpORrC+QE8WS7YdNo1emyT2lJP6GuoVNjzqF5HUTCZTWbTD9SWLBtv4i8V5e9zE+ZtvLzN8jvglAokct3mV61Y1+flD1P7+ppun6QcJ4TSwdv/7+l5TceR/CzvFSxwohPl0IGmVuVSkhk/myJKi+SrwV3J/hvMK5USptMhkklxx8LZ7NLlaX/uMCtgVeh/EO7mAEKd5XXqZ4pDNS1qiPkwufePrIkEBpw4PImx8LPIsf87EpF/VL5vSjeP2gNzUoIgc5g98u+VkioSg9MZlpuOUHhYQytjApTQFahqyUP7EaFw6oRiywNGd9v2y3uatZqPcKT5l2odpgnCUh54wAhChpFzfnlLzVTZZXD9IJIbu8Qh7TrVYBIcZKsmlUYHOAZ/P1SRtConkodRf1KOttPRD43am1iEEqaY6hFAtRoKnFRpWC3sQegmmruTrRCJVuYLcqiabwoG5BKvHzKfo0LmZqFc4qKhc5h4S147FVJSulx2UynhNfMCVQ/LLxEk/ABoGGpL5NiodYBPDJor73Hb5EiBPjaLlvOK9emyzsKQr1EfP76JLHhhFLWgW2AfJeQY6Lz5NmJDYN/L2aRbLJAVBT2ajRzPOJi6gCkg+omCjYnH04e6sookQ4lQ8eXhuQOkUvk6/pfcNr4+WOFeReZkOBZ3TimokSoUTjkXosvSoBkdC9VkH5HVoOz3fpBaKIp+RmjE0g71NYH2LZmNhACddmOqaLxRoV5cMH8OOUfGR4HDr+p3l1wnpZyLmbUWfuaEITSaGTEn8USz5oPH5Q1BxGihKMPv+RhAaiWICfEeWxaPYLzaR7G8pjo0nio9lbQ1QoxabnWwtpAiyiNA14NczYWP5EC8+QaNRgGkHcc+NnPtg47HxtSpCQBdRQSqupCQn8XrDD9B+7NuQaLX28eaJOZ/x3XlN9JtzTIGxWIaX4hi9Pc4YUQFh+uKOefLx4+y+St+pW6BglC/lJiefW6NWp0pBHowrkLhL2Hzthajyf0DSkqi3eZppxwoGu8Hu/WuY8D1RcRtWqNYEyLpOs3OMzn72yrCjQ4ZpyvEBKAdmxpChwvXhdoLSSvBBN+cV7TFmdsrY9Lz4SIH46CQwFM0umcyV27f2ZW+S8xgO4OONFA97KTPIvZJLzxrQrQLlaUwLYnLFBSq0NGJaXZq9Pl0SFwd2rmpZlY+9Ch0hf8fYsUXFRfN/sUilDjfP0kTrwczx9nJYg6oYGkKVpMP0oVrBQUZYlmmn2poMh+aB0DF9VOZ9pXCp7RIL8/ozN5oWx6yRrcnD3anH9fRbdqs9NkgUGzydxOPY4S7tZw00IUXA7DJoTQsoAiw3jDvFL8jzIMbQVZkjPsLnbzIAJG2SCCyINXeybDhyXx8EiPrBrZVGP3Oj+4XwpW6IiRWv6SMlFuMErU0NKsf1alRL1DoWJruXqz08yx1yh/E1L5TAfuqY9ucG8+metqUpMy6GBKlJuJt34jI2tWjDpthE2PGwaiIqa+3DTsAQPf+P707dIQLsNuv3nPdI0pr+FDYEGqwET1sv9ra+7Rdt/MZ/O2Z5o/nuk4PZIr6NaL0wWYkbWKX8vVuLpxt4jJ+S1CBH1mk6UHGBLcY/bHNq7utzrdsg82HPkD9P8tRmiSjOVi83BkJlbzZuTN5gT/wv4nO9oXMzc0rBoop9NLm7+dJFYggjqH3ZDjZiJI9WXq9+bY1bvPirvAXi+453K5OPUhJ/j6eO0RIV8l5pvbq0jiwmkiBIg/kIIAsb/kzEGE+UHcsnh9oP+tHqfHNH8oOpPi6fMrqBZRHMiteFCx1nS1U2TjQLSCcliahEWAfcCqkAFwlowaS0RRL+aj+dslc5/QInz0e9WSvORdrQ/1768dPVSdmTkJ2XK7h8uMI+1LS1B3PbzJTMSFM6edtdK/6Zdiu0XDA5/9spy8nWbdEKsuLdmbDwgU2psIunGtTXym3embpKIKTB13f6Q8H/UTYLMtbkJko4KxsEUnzuaFBNbSbyKEoo2gMx4kU6u87C52yUlwit0n3iiw7//JYolX5d//wj8e8Tj80f/+J+zqdLXXTiw4YkX3LuQTsrC2BognrEA1XnP4RNOXqUdMaQe05QEKikKIq+dh75ZIefots+WmKeuKBNiQ0Dvefy71UI6yY3l9YhXGHtG2/K55TXEBgylePTy3RLplFL+9VkbDwrp5O+RJBHrvcVj5jlBOtk88jx90ukjKfCJp49TCihUHavmMy3K5nSmH9EgwZt4ak8/Si0/6PKdweD4GBuLWCAo9aO2TQl64hQoiVdUyiONLh3fneN8nr+LMkeHthIRFibGZbrzC5mjTnTLzQ2KmoXbFpnP5+2QxhoCxXkO1FAuPv9s8X51tdIG8KqNvLW2+B7ZHOARYxFDAYMcQRJ2/RogA2nZqOD2NlLyRLVFOXerkfe3KCH3ENYHId2zt0W0BLDxuL5uIfPqhECpGbLunjqlcUqfXl9DiBVNMlwHfKAcEBMIKIkJsZAEVFTUQLnGVfIJ0VKiSCMMYeY89kigk50jucCLifcSv2VSwf38yZxAviUpBLbPEcV2ze6jIWRSMyz51+7SjwY2VJx/NhOQ51hyL8N11JPrWjBrJnP49yPyWnnom5XSeNT/qgpiS+E1xb1AxYBmJDuRA2sD9wIWFV6TeKrxr7OJ6deqdLJmnxPL9MyPqx0faTwjLd+fsUUeE48VpdlukPLhIx6kSan9nXfeMa+88orZu3evqVixonn77bdNjRo1ov6cX2r3kVzwpv30D6uFeGoJMbWmH6W0H5SyHaUwskJZl1Y+1TIiaUbFYmGAbNud5vwOyorg61trm2qFspqBUzY6ZMgNOmRZ5FBoUDZKPDZO1CwaVPQ8AnyYE1bvdTrRFR0q55XpLOFGA/KWAymmK5rfy7SewddVFVtA89dnSMPOiqdapNn16Tx4ruRE1iqSVabZ5A0S5Ns/XxLig4WcT7u/kTwu/K+MgIRgU8qm0zscIH0Vn57g/H/ds61CVMiqz04UkjP2zvpOZzhEioX+iwU7nMYUmri6B5XqY39aiuPvAcVRFclwSnVawp5SpFBrR6w2Cl4bEEc2KUqCed2iEqovMhaQCxroAM9k8rq6wvmXDRiNSu93ryqZwTYgtvM2H5LXD4dm2CYHBPJrRYApP/c2Dz+hCNWZiVHqL6bBCJUSj3hSXh9DZ2+VZiosGNPubxwziYU09/54gbxesQWgiPvwkW49niNGjDA9evQw7733nqlZs6Z54403zMiRI8369etNjhyRvXc+8fSREuAWt6cfaUbhU+1Sb/pRSvpBFcw/9vKDsjgTz0OH/8HjAZXmgnPOktBzStmEQtMAwu9FMaJxQbuybTBnm9JswxI5HAUGAlTnxSminq15ppXpM3yx5A96gQik/h0qSGk41pJf3y+WCHFiQWUU6eAZWySY/Pu+gSac1AYqa4WnJgi5IyWBqBzIG2H4nFM9n/acbjryi2W/yDR/fbrZfOA3sQxEy0kltoYcT1VNsU0c/uMvKcE/MTqgQGEJIbKHzx/5428paasfNzXA5oLxiKhu7k0Im4FtB3+Tc+EGGwM8h25FkI1J38bFnO7ycJmbL19dQTY1bJTCjW/kc3gxNTM0EtgcaaRQHidiCIKZST6GZEUiaeTXYk1gw/Ra50oR/5ZOBIsFeCAh4FhLuE+8gJ+4aoEsCd30+TJ7WjdQsB8etcL5PdgNqBSEa9LzAvdao1emimUhHp8t98EVA2fJzzFwAYU2PWzafaQvpCviCdmsXr26GThwoPz/33//Nfnz5zd33HGH6devX8Sf9Ymnj5QECx0qEjEimPfhVmkx/SgpoNxHBBJlbRu2H/SCc8hT3CqlPW0SIuQdNaJL9QIhasbktfvMDZ8sCvv3yN8cf3eDRJ9HPUMRYlGf3a+JnEOaC1Sx8SIU8Tb23DxsUYhCSxPUm10SZqWnJugu7/juXJkaxMhRyv/E4ngRBJ479w2gs/r8s88y41cHbAgPtippfv/zH4c0olTZKqSXjzIlwD1M4DrqMo8RJZkg8gvPPcu83bWykF2dK47yx/fSrMLGBJ8x/mEai8KVpNlwEMBfMX9mx2M8buUeJ98TNCudU5qhbCsIy4r4G4cvFhXZDXzGblIfDTwOyDlkUmOqXu1UUSZTJddqQSkb9XrxY80jNvKgtpZ78if5ePmTLYQwM4HIC3Czifc0lDgrfo6/0ztK+D3gWrqjnUi04DXO9SQNgY+5nnc3KyFRSGxYouHRb1eKFYbzSHpCLAM3eNxXvTNb1GssH1/eXOukJIX4SP9IN81Ff/31l1m8eLF5+OGHnc+deeaZplmzZmbu3LmJvv/PP/+Uw34iPnykFChvUtrCA/rCmED4NUHoTNy5v2VJIWupOf0oHqB64AUlt3DO5kPiO8TIb/tBbbDoswC1KpcrZBFCPaJM9/n8xHmGxOyAR75d6UzRcYPOW4BnTVVKJtx44cOZW02nqvniUkPwszFL/oGvl5uxKwMkDiL9ytUVU7yT1/a5SZPMH/+TjQhAvcNH6EU6gZs4TnPFIOnIzFhBUD0bA86vqvAooWwsMmc6V/5lbrv8m+kcmQjDvYkdgXuWc81jRhUnIuiWhkUkEuel4OMgDoqNBrICP0ejEhODGK3Y86MF4ov0Gj+pynX32oXknkK143VDbiME1bZaYAUhN5fHhkJPJqndvONOQ7ChpJPoM/eUnXzWx6jO70zdLBUKpk8pKL+jAkKgkwsUR8ge5HvO5oMRMynJElWVVa7VBeeYBY82DYmi4lz//r9/5FpdeF7g8WHF4PPYNdyvH4hlgjJ6XB4HVgLbTkBFoHzeS+R72SiPWLhTLC6U4Zk+RPNR5QLhmw+53tg2wFPtysT0Pkdawb0jlgnpxKtLxcUnnT5SAqlKPA8ePGj++ecfkzNnzpDP8/916xIb1/v372+efvrp1HxIPnwEph91q2K6bTponvphtShEj34bnH50RVnxQKYH8MbP1CHwce8aEheloc1usJBApJhGAhGYvmG/PB8WL68YThYRSCpkIRLoCJbH8t9/5sZPFklDhHt0ooKQewhZvPFV+FZpVij8cMIs7OuGzJdrFMknihqjPkc9Ejqtg4qj5YPU7+HnvID3LTnAxnCpmzhmSiCQkC1Vx3rVLSSjMwn37/HRAiGihLRHA9e2T6NipnedwkIkBs/YLDmh3Bf2vaFNWuqVVI+iDUrQlNRtEg1BIu8VUgqBZIoOKqoXUMNj9ZN6eT7Jf4zktcYGAcECPa2pUCkNmpWIKvts3g7xWUcinij0AAKpwK7wcOtSkqQBuB6cQze5e2PSRiGd+Mw/ub6Gefy7VTKYAMJJM903feqIwowSzaCGlT8flUaxjfuPSfaoph24QbWgw7tzxP/7QMuSicZW8lrhfY73AaKn1AoRDW9N2Sjd73hz6WCPlN7gw0eG7WpHGb333ntDFE/K8j58pAbqFLtMGjqGBacf0WF99XtzZYY3ncon+40W9UNJEiqVfkxJkM53sjPnbTkkapOSAKbxuIHSQmn+AWtKEaXiWKAjHxl9CVgY8TPe2bSY2X/0Tym72yVTYnTWP9cqZmWE8rWWpG2wIJOdSXmPTmM3weSIFmwfDZSjf4ugyik4d5SoUR4hkJAzPKGDpm4yb01JyL9kk0ApMlxmJqkGCkrFEE9nTvvF8Vk9UL+ZHoR6//T3qyWiKxJQj8vloWR+qSiZeAPPOuMMs/2X30OIJ/dYtecnxWQNYPORO3N4byWNfTRgQbQI2r9+6MIQ4sQse76HcrGXAjdu5V65t/h5UipSE63L5Rbiicca/6MOUXBjmxJPl7eSjQQlcDJL6YiHMNuh/at3HzEfzAyo63iES+a6WCZ7cQ+9MXmjNAUySQwyTn6rneFKdibTniChkNQAGT0ecv+jbDNOlCagcXfVdwL8AZUd1GFK84+0iW0eO+cBogyeu6pcRDXVh490RTwvu+wyc9ZZZ5l9+wIqiYL/58qVeFLCeeedJ4cPH2kFFpjedQubdhXzmFd/Wi/ZjZTx6Na+o2lxIRypVfKNBBYhwtttQoAq0rtuIYnI0e722xoWFdLBdCIv0Eh0X4uSieJsaPxoVS5y8DakFlKuoNzJoqwRLIUuO9sM7V1DooXssmrJx8ablzqWF3J25PdQn2OAZCbkQEYbJUhXudeEJQXXBkVRSWHgCCqOwc/x7yUhpetzxbrA4t36zQR/Hl9DCaa5qWzQxweeubJcoq51yOW9LUrKFKrGr06Tz+GXbPH6DFHNw6m+3E+asQkZORQk7ZRSowGiwWZEZ4+TmYraFY2AMy2r8GUXyXQiiAlKqXpVveBFOlEEIR/aDU45nMccqWSr9g5K/LaqyT1EnBhEj8izRdt+NW9eW0mUQxufzA3YHrrVLBDWw/j3v/GNogwHmsZQgH/9/X9C0tiURiq1u0ffstF6vXMlc+Onixz7SpvyueRew9rR75uVcp3I6GxeJkCiOXe8x9Qtfpm568ulYrnAa4odiCYtJb9sMrA1cNgbNoeMijoaIKNMkrIrEZBWbEWaQsG1i4YN+45JiR3QnBivb9uHj5NKPM8991xTtWpVM3nyZNO+fXunuYj/9+3bNzX/tA8fcYFF9MWOFUSFYvoRCzv+qa8W7jSPtysjGYqpDRaocOMsP+xZTR6DZhgyJpRxmIx8tD1jqHgXnHu2zKuG3OEPnWPldarKh8JiE08tXfMzm/cflxGR7o5qxm6+OWljCHHkXy8vH7mFsYKnZHOnBiWym7OCQeoKyOOLHcqbrBeeF0Iq4xm56AbXV1HksgtlCpFXfmikqCS+f9ZDjU29l6Y6CjGqL/mnxN64sw4Z46rEkzipcnkyhyWedHXbJBNyEc4mEAmo1apY29B55+Fwe+OiQpSzxUCKvTBjQ6C0X794QF3XS0wsFEMFCERH+SWrtO1bs8zb11aWqCiArYTXAKqqO/cUoIICRuVijYmFUEUCJK9FmVyy8eQ1GJ54Ji61K5qWzhEyDIDJXaibZL1y7djsPHlFmUQ/x9AIKi+kG7DpRWnESw2RDde1zn3Pz3HYZBQya5N0rBi8jmk6vKVB0ajngY0iU414jyBe7NG2sSmkPnykq1I7pfOePXuaatWqSXYncUq//fab6d27d2r/aR8+4galyFG31REVEWKCgZ9OVKKGmH7kVjpSApC3LxfskOYWr3GW73arYpqWzinkEBUS7yZeNP068TZXVckrpT2IEL/v19/+Z8at2iPlv78tVqelZRp5ajw/ySEekDzt1g2HLxZE9oN6AdUnf5ZM4nUM+B5D1Ug+f9G5Z5sfVuw2d325zNQolFXCs9Xj+vqkDaKKQXJFIbu2cqI56vFCc0RR/xSj+tRxkg0g7TboUI+UegC5pBNfJ0NhR8Abx2Qj1Ksb6xVxVHObiEJQlLRTBqWxBZI5ee3+ZGdxusehKiBMKI6o15RnSz0+PuTr2Dhurl/E9KhTSK5PUgFpxvOL0EmOrBeurJTXlM2TWSK68Fl3/WCeqPOo+JSNAQqhl8+XLN7luw4LEbz2/XlicQjXIBcrWpUPEE/KzKjWdlB9NMUToOryc81emyH/p1oAER0wMdDw9VjbMolUXQW+TIgmMUnYZRZt/9W0eXOmeb5DefHBxgL3JowGL4YRgEfalo46ZQhFlngz7ATig+9aJaZueR8+0h3x7Ny5szlw4IB54oknJEC+UqVKZvz48Ykajnz4SC9gwblapx9N3iiKBdmVKDg3NQhMP7I9VEkFXjDikFAulYAQ60NpkSBrnZrDAtJh0GxP1QpAxMgpHblol0xJiRWR1C43iHAiFiahYebcQPnaKnF/s3iXjJq0gQL4fPvyUcki5wLYiiPXASJSJvcl5r6Ry6U55op3Zpn3u1eTSJikAFKJsqQdvoBZ1TaxdDfhoEJhx4iEmxsUEeKJ4vRBj2rOLHG63TkvjN5ERWN8aauyuZwYJlW26dzmiBWcb7vsnSforZR/KYNfeJ6cP0g2qvfbUzZKrBFEjXGl4TDv4aYpMtlr5sYDzhjbSNeee+q72+sK2SJnlmYmSDsKLwgXVI639IubapnO78+Ve+zaD+aZETfXFt9zUlG36GVCvHldYHVxNxmiKO45esLp/Pd+PheLHYb3DKB5uVheyNWNhvaVA2Nz7xqxVO6NO79YaqavP2CevrJsROXdCyjqWCqwEUDgo+Hl8esktYBN0Ps9qiZZ6fbhI11MLkoq/BxPH+kBm/Yfk45hjZIhWgiTPmQsXEcuLytIYOKu6r+klOeO41Hwpo/vMTmvSh7SJeefExL+TVkVbxm/G6IbCU9cXkY6tPcd+1PCsil3rn+2tacC5Ean9+YkGsdIx/ZnN9YM26EO8LhB3GjqwovmBp7Amz9dLCSDCJ0B11Q0bWJYTN1lRHIlIWIKnhsToWy1SB+LWgB4/OPvrh81JopOfEgrJIMSNXPQI/lTowFyTTc4RFJihoJNPJBLd+dyLJiybp+5fmj4LNdw5z4puOOLpeIrZtQnmwfQ6+MFct+/cnUF08nlG+T1wsbp8dGrQny/W/u3iXjed/36u+ny/jzp4mfTgvKZnKbAe0Ysk40G0WRUONzvA6iZEMCVESZrcZ9VfCZhUhVg4lWhOMbAYrt5a/JGibDiHkSpJts21rG5VEY4L9zDP96RMBErHEYv+1kqDoCqAp53Hz4yZI6nDx8ZHShkqGFPtitrRi7eKQHOe46ckIWVg45xiGhCA01w6swfoSb/WBGp6UNL16hc0iDjynrUUjaqDaP+aHRBvbmxXmHzmLWI9mlU1DQZMD3s3/h07jb5ebrJAQt5LKQToDoVeSQhFglQcmUs5fCbaopSFW46SqQZ7aVyXWK+71tXzjkbgD7Dl4gH8b7mJWN6bCiqNwxdKNYJsiPp6sduQC6iTTrxUFJqBTROEW7P41+687CplO9Sc+D4nyGzwHdbH2sIvvhqLXIbC9jEMEmGa4tql5IlTvzAWAuGBcvXkcrzKQEsErOCiid+XYVuprwIG59jjCYESZV+gHKIghiO5GFdQPmEZHGNtexuJwjEg9blcgnxxMrCRCr77247mODvjESGqQjc06yE2EQU2S46N27PKc1r9YpnFzKMUn31u3PMPc1LyOYgUlMXJXON1sKzHo10btx3zDwYTLzgd/uk00dqwyeePk55sBAScxKS62g1yCT+fGBcoeRiRonboTEiqeANvnL+S4UwotiMWblbvG5u4D/k++IJZqecDOmklEk4fiwgRooFF4+XRqkAHhsqTixznSGBdLS7m4sgfHS/f35jrUQNE6hdOu+dJp9wgGx/3Ku6zO3+YOZWKU2v3XPMvNGlkii8kdSfWz9bLNeYJoshPauLnxZUL5w1pJQ6ePpmh/zjs9OPSRjwyi5NKdD4wbjElAQ+S533rhYM1NvbmxST0itjEIkQUzzz4xqxbKBSMvY0qWMRV+0+It3heI9jVegUEHgbPCYm/rx0dYWw15j7CbLJ5ob7iLI7UUXh/JSRAFFmY8LjIB4Lz7eC6ClQKAaf94b9CZO4AD7lWKOMbODFHXtXfemSH7Nij1gRyH7FDxrO08r1JguUZiZVmyMBawMqc/VCWSQH1IeP1IZPPH1kGJwIKV0HieMfbuIYLGm7vp7MyEdREW1VEWWMRhD3onVLgyLyfSz6eNZYyLXJA2UUz9q1wXGWzGanHElsjAbFa/e4zmT+/KaaIZ2rsYAFiq51VJEBnSo6ih7nj9zA94Izw200KZVDFrPn2gcUP1Qfe0oNmZp8D01MdNdHipjCp8YEHWZD2yAuRsjnTbVClE0m8Bw78bdYBKLNnkYJerRtGWlKeeibFRKQ337gbPN+j2pCst0gleDR71YKYeRvPtmujJAKmkgABBTvI6qlZmoqKHXaiJd0EioOcaBkzjVgA8TfhTi7I4u+W/ZzihHPnb/8Lk0llK713iMiiogexluqQux+DDRFsZHiIIKJMZhc63gJKMQIQF7jVW5R28FtjYpK5/pzY9aINQUixUABrnt48llbPJ+8drp+MF+U0Ej2Di9wnYjC4jXE3w0hnsHGIqZtRbM08PM22AAw5xwPaLzgPWfgtZVNoxLZJXGDEajEgJHy0NplN2GDOGBCoJnp3uYlZMJSNGgzHTFp6WVym49TGz7x9JGmwLt09MTf4Ymj5YUMnUTzP2nMSA7wT9qd1Qmd1q68R9fIQj4X7g2Z8Panvl8tGXosuBz8Hbtk7h5niV+RTtdvl/wsSixATSPEmsaiwtkvlBF8rPc0Z8QDxu099l1Abby9UVFn4WT05pOjVzuB8ChflJDdoLGkQ5V8ctBtrGMsITA0xHBwnigNX1U5nxAUNzEh0/DG+oUTjZEkRgebQkD5rGmKB/NAtbGIMnOs8UiQ26LZLzK3DFskKhfqHYoSM+chlqi0qEM2+Du9XLOyuU7ayGJDR5RyPiNtWljYub4V811qKhW4VBqhrhw4S9IJuHfs4G0IH6VPRltyjfTcAkrhEMPkdOyT8Tlo6mYhsZrtSUoABLJ+8dAsTR1rqXioVSlzRaU85v3pm80XC3dKIxt+UEZm8rh4zLHaLWYENyx2mT0WUPKl058/o7YD7t/bhwc6ra8aNEe6xrtUz+9JhiGEWnYnmL7bkHmyyYklI9Vdboc4jl+1xzzUqqTztzQ8PlxjEWBD+ti3q5yGMzyoep2f+n6NNLIlRUnmZ/DF0vCEB5mN6m3Dl8i5ILZLmx0p76M2l8h5kZxDHz7SI3zi6SNupMa4wlgBAUwICnf7G13E0fX55GQ+hkPdYpeZr2+rY656Z7ZTLlbSyaLfr00pUSxRG1E3iUKihKvAL9a1RgHpotcuUlRSUCLHxXF1snJdyEVk4YEAMYKRWeDP/BBQjQAqEgsVi2vn9+dJ53U4aDY3iz2Zi98u3SVNN5TwiTbiYBGGgFKmt5WgbjUKSpSTnfGJSsp1gMzxt1mEUbC2Hojs79Qg7N1HAn5KJU18nCl4fvg7XlOb3LjsonNDJi3RSIX/DnWW+CxtbGFzxOFGtYJZnOk/HHSUu4kEE4WeG7PWvD8TlSt/IsIGWR3Uraop1G9MyOcrPzvR/NC3XtzKJ3O4aWQau3KP46OEaEIYw41HpHxtg8xGiN7TV5aTUjyz4IkDohQPwUFNxlPbrkKesFN9APPJlwTv7wbB/E43wtEujVCiCU5zOTnHY+6sZ+77armZvG6/3N8Lt/4i03S8kiVo4KHM3uX9uWJboeFr+I014+rQRuVlkwTRxLerCQo7IkQpKRhCwaYDfzQ+T1R0JZ40nlFNiDa4IRJ4jXx9ax0hmKjaXy7cKa/ht66tLJtaHfiAJz3SdbKR4L1N8sPy4SMu+MTzNIY9rjCEOP7+l+fnU3JcIYQqEXF0Jsy4sh6t7+Pnkuo9S2lAgCjV4qnyIilMphmxYKf5bunPUvrW0ibkmYBxcjeJcHETk2U7Awt3xfzxEZBvlvwss9RpEnn56gpStnx94gbxqfI3e9cpZO5uXsIhs+QDRiKekFZAswsNCmXylDH9WpcWlVcbMFicWQQ5IGWU4i8vn0fU5C7VC0hYOtYByDhkketYJPuFZsuBQCPIpzfUdAg75JHfaRNLJZuU45MCmr/6NC7qRA+xOPf4aL4T8j1y8S6Z1OK+n7nF6ChHyYREDJgYaBQh1iZcuVdB4PmbkzfKc+R6EI3lhYr5MpvllsUCtBs4S2Zu39+iZFRP7dIdv5p3pm6SqC8FpA3CaZeIvcC0IHuoQLm8mUNnj7cpLY0mxH19PGebKIj3jFhuXp+4UcrgjBH1Gos6d/MhyY1lQ+IuSUd6x6CZ7ZsluzznsrORJKJq8IwtEhhPxi6B7IO6VXFUczc5Q+nk/oI4dhsyX/4fS9lZzsd5Z4taywZw3Mo9QjwpR6OihwuPB2Sv6rSlF64qL4o5FoA7mxRzRquyOWpYIkfUTM1IYAOHQs3m4t4Ry+X1c9Wg2Y4VhClTbIjjxRlhtwQ+fKQsfOKZwcGCCUm0/Y0OcUzkewxtrInWQR0NEJxApmMU4ugqafM9GTmYmIy/j2ZtFRVRCQsLrczOrpJP/GjMfIfwqZcQQHyurZFfVLBIXbfqHa2UP3ZvJ2SNmd2ARZMRmtplTTmcSTHu7lbiiFQl3HIgcVOThtnnsTrRIbD8fg7bDwoZRcnlePr7NeIHrVkk0LiD546oHhRFXbwBZL39O7Od/wfmzS8O+xwhzIG54IGsytAcywvEk2mH3L/euaJMwlm247D5atHOwPSfXUdCGsa4Vm5AaFjU7ciidfuOSfn1ywU7zbPtIxNPHme3mgVFkcLbF454YqNwE0+AaoV6CfnrWCVvyEYLVRuPH2qy5o3y5csr5BFFku7/WGArnpRvvV6PlP3prL6xQRHpiMcOgFUD1ZFzTSmZzYVNomYmscw+KphlC9nHG+oGmzMIL/cyyQZYW64YONv071BebBduYMP4PFh253WgymesVgbSI4R4rtor54DXF4QaJTSnR9MSNiCmfaEeUr2oVzyB+N3aqKj5ZO52ec9FbSfjFf9lclGn6GUyl73fqBXmp9UJY6lvql8krt+TbvMUfZyy8IlnOgCLCYuhksNEpeowxJGv05SRHLBoOYpiSKn6bG8vZDA8PDCu8Mx0oz6mhTcVfyOLr53NqJmNEC1IFbl7Iy2yaaNkrovNFRXzRiSdNKCs2BkgI7F2BHP/EIeiflFUNgDxp8GlU9XE5V5gK0DqX7MXUm22CRfKrX5QvKtLth82707fJEqi7Qf1Gk8ZCTxnyKQQy8wQzEyB/196gbnkgvBqN0TNPVkJhS4SsAfgXeRvolS9O22zKIZe+aA0hEE88U/iJY2mWBEBxOYEIg6htuds2w1risYlszsjQlFYIXhsHkYs3CFjFyGUOw79bu4buczJSaUZiOcAISuSPXFjVTjwPmL7e3WDEA50kzM0gefEOX5/xmbx6hLZg+J6Q70ipnvtgkK4mdZkj8mMBdzzWmZnYlKk9xSsA2PurG/uHrFU7rW7RywTIk7TmNtKgz3gy5trCvlkrvl1HwbIZ6QpVIompXKK7xqCi9oL8dRr4/Va4t7he7FyPOrqXscS8MyVZZ2cTEj71VXyRW1SigUQafI97QlUNw9bbF7uWME0C86Ej7XWfpq8lftIB/CJZxoCVQkVBI+bu7HGHmuYXBBjgm8NYoG3iTfDbBee53wOs3224OeyZDonZi/Q6Yhw4yxpxIBwYuLHe9Zr6EKnm1cD2zH+t62QR9Q2fp4ObFQqOt8hC14etS0HjwuBJCSd3x0LUMjc03booKUsHq28SClaI6EgsLro7zt6QtYjzXZELXRK4K4cSzylSQXkSe99vKThJtW4Qelz/d5AvubjMXg7aeohkoqSLv7L/FkvkC5+JT6jl/4sH0PkvMAGg5+hM3/Myj2iakUC2aftK3PtdwlRG9y9WqLvsbvo2ciRegChu75uIXPi73/Nm5M2Cslkjjk2CaCkkwlXRAh5lZqjYfGOX0IGFOh89GjgfqVJjgY4hhDwXsZmiy59Pm5aKofkTXJNvVTLcODepVzM+1aHMOffBp3qn15fU+wMTGTC6sL9+e51VRL5L+ki17I7flWmNn12Q82oNgauB+VqAu9pMtLxoV7+ToLlIeDgiXZlPVVVbC28B+j0sWfHrBH7QEqAzbBtM6CJ7sZPF4llg1nrqeFt9+EjOfCJZxoCPxkLUWoD4sLhVrHCAa7BYnH2mWfKv2edZX185hmy8w/8e6b8K9/r+vhs52O+90xzTvBn9WsJvyf4vfI3Qr/u9b0Jvyf0MTl/M/j5SI/T+Zkzz4hZoQ03zpJOUQ6ID8b+3kN3mH1HEwgEJUaahZqWzuGUL5mAAglFIWKRJdOPMYrMTyZP0X5MqqbSYBLLhgBPJJmdCrq6mcXtHvcXDii1SjzJTMyS6Vwhkyh7APWSKKVoQL2zy94ahA4ReS3oj/QCBEXLs0//sFoIuzsiBkIM4Vu267CUzZnRvernIyETbhSopFUKZhFfHudY/aN//PW3bBYoUQOapRQLtv0imwqID+fDC6hclJXplGcjEo14AkrRvN7JSWTT6VYl7SYn7ovbGhUzz/64xgyZtVUm3ZDz+uwPa0Q55nOUeRV4XnsPXShqKM0w8WDB1gR/J5mVhOjHA4gMr4HO1fNLs9mgaZvEz4r3ErCRwD8erjHO/RLUCKWOVfPFPK6T1zPlanzFqJ4ompe/Ncu80qlCouYdYoKEfH4wT7yheHzxFkebRU8DHsSTcjsbNK+OdjYt/b5ZKa8T7p12Fbwbh3iNP3VFWbEHAMr409bvN41ivHa8BngfYuN09A8a3wKiBcq1pjcgKOAbRi3HAsSGFMX92z51IpJP3YP4gqePtIJPPNMQeG9YWHkD+fuf/8w///5r/vcv//4n///733/lTZuy7t+uz/Mx5vHAv4H/y/fyM8HP2//Xn3e+N/h7vIRV1A9+9//+iX3Od0aFQ0jPTExSIdwQnHBATUBl4fACvsDC2TKJf47GDzdB5ussUDT0QHT6fr7U9DVLZZIQDSt8v5K04yf+lkaNcGSaUvibkzeERPLc3ay4kJ3zPZo+vADR05nSwP7YTRS4bwMl8MA8cB3fqF7LSAHuZEhqjBEfs/ir4mZnhXJv9v1iqXn86AnpTsbripKFD9KdCeoGpepXOlUMic7hvFLChVB/t2y32XTguDNGlMQBBc1fgBJ7pAUassn1YTEn+iea2ojahgqIIg5xpOEknOIJCSWJgM0NKiLNaNgY3uteVQgK+Y2QeBt8X++PF5q2FXKbJy8vE/O0nkUx+DtjAT/HOUElHrdqj9zPinovTRGifkvDIs60Kq/pzGSOcn4A5fp4wUaPrvc7Pl8q14XZ6FQi8BTbWbPYXCizd/1gntxPPT5aIKkKke7b5mVymUe+XSVKKe+fXo1FwxcEUipo0GITEGmEbvEcF5uGJbKb6cHKCK8JmgC1yVOSFOTfBHLJ/apfi9bQyf3EfW6DxjkqarkyR39POF1sUz5OPvxZ7acZ2KE7pNYiqaEEVgmwfu+/Dum1ibFNir2+9398zf79fP2fKATZ9fsTP57YSfnpDLeKfbaH2hyrIk6ZGULnrTYHlekgQXYr4GdBmM84QyavAMhVp2r5xJPpnukeDZS6qxXMKkrV0ODkIVRKgsUjNbNA4G//fEkIeZ18X0NpQGHRR9HFK00GZLQS8Y2fLBIPrXsMaTjM33JIoqMgQXP6NQkhxnX6T5YNCCot/9L9fN45Z4mChT9xwt0NHD8hj5Ny9qBpmz3zbDkPD7YuZbrVKBAxb5PfU+GpCU6w/IOtSpo+jYqZ5ILXXaWnJzgJCkqSuC8gp7c1LCZB/mw0XrumopBq0H/sWulWZ1M27Iaayfr7nDeauUDlApeagV2rOLFMdvRU1yHzhIzxPZ9eXyPi3HuyQDUBATCQgcQASOGGvcdMv1GB+zrnJedJk5OtRjpEMkgmU2LqFa8pbdDU/FuAal2nWDYh0nyNHFr+pVmLsaKRQAQU3vRedQqJKuvDR2rzNZ94+jglwW2tBDSRohwkwHuPnhDfFZ49G7xZU0qkZEUZ0L1gUEKEPBXMminh93kQYyXBAVIcSqb5GgqWV4g7YHHByxaOlCe3qexUVbFD7RoJKjGeVff4U7IrmVqkIOIKgugm0/bvQa3StAAUZkrVQu71e4O2D9sCwrhOQIMRIwn18RGIDgjj/3HFHiELZMK2eH2GfB41jK/p5gFCyfQcBhZoI5IbkCk6vcN1tysRtsexxjsZywuo+AwGwFO86NFmMqse/yWNP8Amo0o8yWat1X+yqHof9qxmmpaOsRkmAias3itNWZA+muvw8aoVAcIOAWQjQme84pE2pQw8PBFhPPG/kEbClIB9HuxrRmYvvlMljAECebZFJM8JaehEQLjyndlSPehcLb+MFE0qfOLpIyXgE08fPiKACB06jvGnucdZ0uXM4vX5gh0hpU1IA00V0cqxScGsjQfNUz+slu5ZxTe31fHshAYQUXL7Vv18VDxnPG68aPgE3YsaCx3+NEgWvkY8dDaBpePXDRYyOwYqFn8nE26wIvBuor+fRhk6uk939TklVWwltjp7PRJoTkPNsxVvuwEO4CO94Jwzw6rWiWweQRXb7b3GfsL9y73wTtcqzuexnKBouq0SNNbwOsS6ANma1a+JNLLp3/Qq+3LfH4tYjg58jvxcbeJR8NxSQnEEEEC1bIAil10or1UIoqiRIeQxgUDyNTYqvOewudD3FxqPCICPB6QdPPTNSlG6pz7QKO7pTDZe+WmdeWfqZp94+kgWfOLpw4cLKASMjaQDFDXGPc4SpWbEwp3SrKNklDd1AtEJeo81HzGpYFFt+PJUp3MeENKNV41AbxtvTNpg3pi0URQdyrHq7eN3rNh1WMqZkFk6vm0iSgW2fL5LTf1il0nOIEpXicfGJXosG59vbToMmiNqCgSBc8TvxRvHvyvCeC7pxC+X9xLJp7Q7bb3AOUfpufvLZUJM+VnIlJTRe1cXv6A90tEGquSsBxtLgLnYOSJYQBIsIv+anh8tCEs+8AUyqvQf/R0RVGvbC0sXttuqEvBtJ1hJUNo4lwo2C7bNgWSJ5CQD+Eg50MCFz5bO9KzBgw2qYmDXyuLRJ74MVC+UxdzXIqBie1lQEkh/UA0/K/DvzI0HJPZIQUJBrOkCEOwmr04TX/BjbUubG+PM7XTj5fHrxMJBXBYTj3z4SAp84unDRxC//fm3TESBLKgnikWA7Em8Z4xrRN201UYaYFA3UYOI7Lnp08Wm8GWZJNuPbnVK8alhxMeHSFaku6x/Z9NipledwkK4CEBH7YTQvH1tZXmMkcYXzt/yiyihLHQEudtQsueleNLwQbPCj3fUC5lqA3jLoLFleZCE0gBEl7m7lG2DSK/2lfJKkw34qFc1U69YdlPq8XHSVEQXN93JNBQx1vPr22pL08+rE7w74iFrhKZDziHG0a4HhLDSMxNEMWMs5S+//yVEVEHnrz1XPRKYv13/5ami7k5/oFHEEYqKYXO3mcdHr5auf54rihylaUjotAcam4FTNspzbVY6hxnSs7qU0/Gx4t0bflNNTz+1Em3uUTy09nhSG5yaR1qXllKuEia9JjSj/e36nW4ir8QbEv7r738Fjt/+Zw799meyh1CcroDcZjrvLKeZkTQKXmuxJFk8TxTTzK0yAWz8XQ1CmqiSQzzZfDFO14eP1OZrfle7j1MSMs5y7jbzxfyEcZaUAclzhFhOXXfA3DpssRPJQwnsykp5TNcaBUNmZa/dc0wIGAfNMGQWQh6ITuFApUip0jtRQeDzG2vKDPInR68SlfGFseskuunh1qVlkYAM0MkciXQGnu85EiKtQdKMwEQJhYgyaciO87Fhl9mxILgByWMUIAfkD0BOiAxSVVQDwRX8LSWd4Pqhi6QbWgVZuoU/7lXddBo8VzYBPT5cIP48N/GkqWf08t2ShUtcDAclfn4XB4/JC5AzSCfdx6VzXywLPOVJ7SzvPHiezP9mqlQ00KxBQDpla1TyB1uVivozV1fNb16ftFEIO/E8bH6AzhBnU8Nz5drQAMS4yuHzt4tSymO345/cIDqKe5dOeDJKOTc2IMiEll9eMTTqh+D3wpdd5Ew+Q0mDSCZ4HUPL2cf//Dsk/zM1wGuLiDEsIbwmyQ4N/HuWfE5fayEE2UNttpshaQLSGeZadidhhHuP7+V1rdPCNEaJ+0NVa+KwwgHCGKqKJzwmu5HSrbQTh3Vj/VLyfgLwDX82b7vpVbdwxPOz+cBxR3Enpi25pBOkW+XJxykLn3j6OKWAp+xDj3GWnarll7IXcSPa+aoLR7daBU37Snk8u1sLXZbJUQeZ8EKZHvIAseLg8wRNo4RCRAkOTwogC5SWUacgvjyWb/vUlRxRFidyEm/6dJHz/c9eWS7uv0GsDeeBA9WSxa71mzMj/gyZo3QcMzEmXC4jgEgRL8SBkvzMleXMQ1+vcEgsTTIb9x0PaaZi1Kai8avTpETfqER2IZ7kb9I84cZvf/1tZj/URLJHv12yS0YFomTjFeSg9HlV5XxCXuyQcB0RScYnpIIpQEo6UUwhHqiBq38+It3q0SKGrq2eX4gn2bzkSUZTqph0RKA3XkjuP5rTVHUEkGENkKf5pXGpHHIemRREOPnQ3jXCZjnq/yGHTUrm8PTnkuvrnuykpCcp5WjtrMbPaPspibBK8DqGNsjcPnyJ5G0yTYsOdEgZVg7UeDZWWBJ4bUG+mTeP3zpSh348YNrU46NXyesJEkhEEhsbHbCAF7nHh/NFted8ftizukNyedzuBkSuJfFJ8UCtG1WenSjXkSlZ+4+dcIjkyz+tN5dXzBPRr0nOK+eN95p481ujwU9T8pFW8Imnj1N6nGWNwlnNnsMnZPHWUiQLJ0od3k1mP0cq0xK5A/78+x8zuHtVWTzmbDokpegp6/ZJeDzxOjqmEo8ji3+T0jlNhbyZY144KVcDyvhKgPnZa6rnNy3L5ZJF0Z7rPXT2Vgkcjza6MRx4zkT22AT8icvLmK5D5od8H+VeDkg7ntC6QX8oQdXRyNZjl5eWEYqQKUgV8TZYH1q+MSNkZjvA8xgu3oksyD//9688DsgTH9PxTSYiKtxPq4Lz4jcfFPWKg1I1mwFUUEK6CYm38zs1IB9S/UnvGkKwX5+0QWZqQ8iZ165qpBfowKZcyoaBiVTh5rHb6FE7QDxRMSnXAxrERi/7WQgk5wkQDM+scPWF0jhWqN+YkClPKQGuCRslO37HJos2udSvUTWwFX7IcO3+UyQhglzMSKMymZYGmDTE82CTAPnigGh+MHOLGT5/h5DC24YvkdcCozqlsz+Z09V4nbzaqaK8HzDpinSCtm/NlHuSxiCOT66vIfmexCexyYMU81y3HQq1qGAFIYYqXrA5O3Dsf/I+xMeM37y7aQkzasnPsmng86+MXx+2Q533G+4FFFvUzpRC+jXb+ThV4Xs8fZxy4yybl81psl90nqifNlkrmv1C061mQfEFxjKvGfDyKPfkT6KETLynQUhoOF9DwZmydr8QUTyP9qsJNQvSQ4g4ZC1SXqBGmjDq8uWrK4Z87fe//hZl0h0gTv7jo23LCElJiucUtaXG85PlY0gcCy8z1cmLVBDphKpLtJQNGq9qFc0mxK1escuk3O31GKau2y9ECv49qk9dURfJUmzz1swQQgaRg3xHmnLkxvi760sMjZL7vUdOCIljIbeVVbt5hyaOmoWzmqYDpouqSi4jE3N0msw9I5YJmSX/kY2G298qYd9BhfGRUSsdQsu0qIQO69Asx2OWKqmNa8kBBFQJYQI5dMfvnC3324Q1e0OGDLjL2ijnqKtJBQHldGizmVv+ZIuItpPrhswPGe3q5VGmaY2JYWwyNDIMgoaSSgRTSpSW6aZHxeT6cy5p4KPZjfuXWKheHy8QEkg27Pvdq5pqz02Se0LxytUVpGqQFMzZdFA2d3TCT7m/kXwOS8Wj3yaMff3u9sDrxAZqMBs21H1G7j7smgefHPQft9YMnr4l5mxaHz684Hs8fZzSCDfOEjUD7jNj/QEpLQLUgdblcou6CeGIl6Dx/Yw6RH2iOccmnnyNiUMcdzQtLqVbFAmUiRkbAh5KHiMHj6Nm4WyyyENEmcxjQz1mhFO7ARmEdEI0x9/TwMzeeFC8fJTmaUgiLokYFKazxAO7M109h0S72MTzz//9I403//4bGOs4a9MBUYQgWBA1DgBRq1ssm6lXPLupWzSboxbyfFEdUSQf/Hq5+fGO+qZMnkuEsOrUIpRUrg0z7RX8zIXnnWU+m7cj7ONv9cZMISJVC2QxFfJnNhXzXSreVxpm2BB8u+Rnxw+qoFsewqWjNPEO/rhit0MWCZDnOXFuL397lrNh0WxHrzGd4LEY5sWHA+cNwkh5H58mwItco3AWs/fIn05JnBnjVQpeKhuBWO9jQs0P//6X5FbaU6KcyUdDF4otgaaSpNhENJ6pZpxeZyZh0eDnBqVvusRvalDEDJu73QyZuUU2PQS1oxZDurrUKJAsXzWe2NF968rvpJmP1xJWDDZ8vIfgNWaqEM+NBjCbdILkKDV4NAGNQQomPPFcNR8Wbzc2G7tawvsd73uU4fs2SX7gvxf8UruPtIJPPH1kCKAu4usjfxN1UZVFlDZKXywO+DoVNKuweOOTS07GnS4SEM8tBxM6373A3+HvcaBQMJowUJLfL4tGgLgdFJ8WvzNQks8hZT4ttbuVDpqBtFGHhRGCwixzlFQIIgfnBQUR39k9zUtEnUGt+MWjuQivoQ0IF6Tlq1tqC3nnwG5AF7s8n40HxR8HUWMuOYdOKBI1tPhlUpZkEd+w77jM9b67WQkhh0qE8L0Ras45gKA/f1V5p8mH5i3+PtebBpoGxbObF8auleYMwHnm+eu8+WjQRjEFJd1ocKcBsECj+KIs2paBTlXzeaqPAVUy4f8PjFzu3KvvXVclZLY49zH3C+QYrypYsuNXIcOjlu6S8xkvUPevrJQ3EfFU4F/k+nCdutYs6GxCYsGM4O9sEOfjovIQyUfLuaLMTsTP5/N3iC8WK8JTP6wxA6duNjfWLyxDHiL5jiMBNXjgtZVlw8PrEa/w2j2zxGIBif6oV3XTe+gCSW1wg8i1WJrQIt1LbGYVnG9ijJglD6jSjFy803SuXsCpTGAFAQ+1KhmxcpIkpNuap49TFT7x9JGugbfy+2W7zUezt0mJTAHhRPWge92OSWL6DOSobtHLUqwxochlgUWCBp9YgRJXp9hlcuDHouMbQsFBOY/fteXA1pBOb4AXFcKMOnri73/MA18vd8rRNunAswbJhOQ+P2ateFwpT6KYPdiypCyM0Z6/kjcbbiUNTx++WawAWt7jPKPMckAOsALgq5y18YCQG5QbFEcOwsM5FzrmkfxRnlu2CxM2Aw9YET9EGtHgc8/mQ07jjG4yyFO0MxVTGhDEdhVzy2OD0Lw/c4ujlrKp+OT66tI1f9G5ZzvnlsgnYqBQfF/sWCEm0nZLw6IO8XR7Nmka0fuEcwv4F+LJc7+nWYmwnfuRsDA4Qci+rvb0KyoExD19s+RnmSmPKh0N2A6YhAQijSxVrNqdQOKurRkbcaOrnZxKSCaVg3enbZZNDlUAPoaY9q5TOKSRLFZwr/eoXUiUcioHKKsd3p1jnmxXxnStUcB81LN6iOeZgHVeYzRDcV9GmvMeDqq0U2q3gdKOZUZtES+NX29alQ00yL08fr1sSHi9dQyOGk0N+LPafaQVfOLpI10CVYp4EQ6N/UEN05KkPaeYRb9L9fzSiJPUrvJI0LIY5DHpv+MiOVhEWbRmbjgo5GLa+v0hBJCFx+3Jo/yID80LkJD3uleVxfDpH9ZIRzglRLJJKb9HGofoFQIPUPPUqsDfxX8GgaSrv1GJHPI1d9wO/8+V+QLpRKZpCVVISZV7trgqO16AlHNEA7FI7txQMjAhiBAT7g93A1M0YB+g9IrvsFHJ7ObG+k1FDXxg5Aq5H/sMXyINJyUsuwXl4szfnyN/EwUYr2w02Kr2j8v3OJFUSjxV5eT6cO35fny0/P7BMzab59qXN/Fi4faEc/pAcGOCtw8/rNvy0W7gLPH73SUjQcMvEZSnsR5QcaARKBqYj65wD0WIBjaZkM/O1fML2Yd0QuLYyAyZudV0r11QfJpJqW5A6MbcUd/cN3KZmbR2v9zv3IMo7za4nzT8H183NoZ4sTmYF1zU43wRl4bySkWBa0+zG38Dwg2ealcmxTbTNnzB00daw28u8pHux1kC3m9RkzQPj/+zSKNuNiyRI67yYLxgBF/bt2bJpKBlT7RI0d/NIkNT0riVeyQUOhIohbarkCes4kXJmkarNydtdIgjCslDrUs6Cz0vd9QTSuhPf786JKMQpQciyYJ3MoB3sWXZnJKT6Z5Tzf8HTNgg3cgIM3Sio7KRGdr9wwVCGhnbOeyGmk5EjruB6rZGRYWwxApUKRZ+Ov6f+XGNEA8I74BrKoX4EzXsnfzHd6+rGvX3ohCXeeIn+ZjnsuLJFiHlUxrJZJxkcKY5IGIJwq5Tm3RaVSyANNMgo/j61tqmWrC7H8WSmCFsEG6woaNpKlzzkQaZezXEufHrb3+Zys9OdNR74raS+7oZu3KPVAjUG8kcc6oF2DiIDosXvDYo6RNr5B496wb36eDu1eL6/SjEpZ8YLwr+4seaeaYmvDZhvXkrWFa3hzzQEPnaNZVMakCvY0o3Lfk4vXDUby7ycSqMswz5nv+M+fef/6QpAXWzc40CsjCmBSjrq2KjKlRKAcKMKslBhzoh718v2mUGeHR3U3Lj0KgoSFHBrJmCRDKgPv7x1z8SI0ReKWBqEwegfAzpCbemopjGCrqYE8fw4GdMTBhtr+OoJbscv5obLLBYBcjzxB/Kv5wX7WSm6ePOL5eaH1fsMbd+ttgMv7GmlObpVKdjmhiea9+fZ4bdWMMh2ou2/Sr/Qh4pWdOkQUg6k5PA8p0JY0Dd1gMUNe2yV0UPlZW/fWfT4ubupsVFgepSI78QT8rhlOZJAoiEg8cS/g4khHihmxsUdT5H8xnEE3+wEs9aRbKKFxg/LfYMciljhZ4DJWecVwV+xjF31jdDZ2+TUay2ioyKG6n5iAY6EClCSWFni0ZS4eN53aBM89g4T0x+whtJJiZVErrOGScZSbH1KjVjgyDrlfvItkHwnoM6rJvhyWv3y2spnt+PCs/15nUQ7j3k1kZFxSdNPJW+JmiAeyiGIQXJhl9p95FG8Imnj5MG3ri/WRwYZ6nep3CAiNCQAKmKFu6d0mBxoaOcyCbK7VkvDD9FJrlAqVEFJxIg6OFIejjY3bnYFtzTVOgIP/L7/0Iib8DzV5WTxe+eEQG/aVJjV+iu1iB3BeqXPeWItZ5yLwcElb9LAwjd8pSbB1xTUdRNvKTXD11oRt5aW7qUR9xS23QbMk9ilLoMnidjJjmXWranW5m8T0gnSibh2xANJgap2kW3/nUfBjx9ENNffvuf+XbpLjnPG62RqoBJQBBWIoFK5brECaGH5DN1KBIOWM1N8rdmbXNGogIazojWIp0BFZv7ncd6e+OiMvEJYkW8UKyRYPY5r1Ywa6JIIn4/XeRMNnrux7WJwtK9mo/2HT0h5xrFlusSCaiHdG0rUtJKCPEnBxSbBfcEjUJcKxqSILh4oOMFU6K4X+zXFxuBt66tZO78YpmQT0gpZXlSIGKFesSx7oTzU/Je83CbUuauL5c5n2Mka2pYiBTpt+bp41RF2q7gPnwEx1niL6v1wmRpaAhHOolIYhFnHjYlVMqbaU06FdqFGk+DUVJAOW7cqtCFP16QZYrf7dkry5rXO1c0rVzh5vgQp9zXSAidAtvCO12rOA0tqLyobAAllQ7rgV0ry/8/nL3VidGJFRD2qwbNMfO2hBJPYqIIiAcEis/p10TC4elgJweVuKyp6w8IoSDHsP5LU4WMArI5KbNzP+ErpfMeFZz7iRicnb/87pAuyIROSkIpdi/8/J88RT0XEFJIy/Aba8ljwuta0vJ2AqKzyj81QcjptTUCzTKM0IzmXtKuejr/UfBRtzRGCdDswr2PXcImjZBlSDbnRKfdxAL7d+g19QJE/Z1uVcyn19dwVH5381HHd+dIDqtef4YkZIlSAcDLjHqamuD6MZpyZzCYnwEHLcoGNhXxYvLafYk2daipb07eZB6yvNZ3frFUhlfEG6WkQynCwU1m9x75QwYvpDbO8CVPH2kEX/H0cVLHWXqBxRF1k4XjvLNTZg56coFKgRK4OUqkUnJBEwWRLoyXlHK1R+maUh3K3aQ1+8zzY9eKAmgDRYbzDDpXyy9KFdNQKKWiLuKTbPbadM9MSkr9OtWGpheIIqQIfyT/x2vIdBmC1sfeVT8mJWbO5oPmts+WyOOEGA7pWc0Z1cljYeQkvl464yFhNL5wYMFA/SU7dNamQ2bB1kNm/7E/pQEj4fGeMHVenCJB8GxMvrq1tun6wTwhtG3enOl4XYnXYrIRaF8pcVMIzTzcl1iF3WVNCBkboFusfFA7jUCVYC2ncs7oUo5GPPNcer6ojNgnPpixxXSsEiDEKIrEZaGe0sRSp2hAUVTVkyxSSvuolNHihCAsRF8piKeKBryzhPO/P32LKK/2faLNR/r6jaWb/dO5sZPkpIIM2IdHrZTHRWMYr6F4yuB2VUAzWclXRQUHbARQPV+fuEFyXTUWiWsBWY/FY77FI8PTC+5BEWywUP/DNRgmF77g6SOt4SuePlIVKAIEdF81aLYoXvjzvEgnZAqVbtK9Dc2XN9cW/1Z6IZ12/ElqK56AXEcC6XvWKSRKI1N9UOwIiIcEsaDiEaOLn2kxG59vbb64qZYslF7euiYDppuKT0+QsvPjbUuL0ukmnarS6djGXJnPl2YZJruw4G7aHyj/Ew2FXxI/5F1fLo3ahMFkqR7B5h/K0d/eXicRWX17ykZzRcUAGYSA2WVUYn3wP6LC0dj1+Y01hQRXyBc6Uei+kctN2Sd/EkKMLQMo6QTzt/wiJcVqBbOYAtkyJXruL45d5zRjhQvi14EB2Aw2Pd9aRjB6gSYgfJvuDYHb40kHNhssGpYoW0+zVGQsJaoW2mAYAvciv3v4vITydTgQhaWXyO3vjARee9yDvB4pY9uwr3m0EZ6kLFACh5dB/lMaXDsajB78eoU8Lq4fyQNJIZ2A2DBeA0xL0g0K3lp8sCjyEFM715UYs/tHLo/6OgiNUoqseBJo7wZB+slJ1YgEFej9NCUfaQWfePpIFbAwvj9js2n4yjRRBewZ6jZ4U6d7d/4jTYXU2PPD0xMSSu2pq3gmBdgPUNgoC297sa2Z8UBj6ex1g+YbArjne8QVUc5m/KEqnnkyXyAlVFW0yFJVRRaFh3I3yh5eRy+wEBP0TrQT5ISNBE1ANP1stVRjvKZ45VD/dCHfFsZ6wd8mFxVF8vu+9czSx5tLrqUNyLXXtCOUYeAVgSPZqtt+kYYpslFjAbPDKcVveK612ALcQH2r/vwk02f4Ymk6siOlVPGEeLLhohMboDAqIM+QfsiKHR2GskYDCqATGWtGrGV2XmvxjpwkQWFIz+pC5rya+UgJ4Dni+fTCsKDayeYppZsBUcRpiHvlp0DDHar0q50qJNmOQ+PWJ8HHS5Yp6jqAMLMRY3Pn5d/FwkHebiTyCUHWTSuKaThgYZi0dp9ce/6eKtq8hnjtpmYIjc87faQVfOLpI0XBIsnIt9r9J5sXxq7z9HaRE0lTCeW8b26rI527yRmBlxbQ8hgh0/H4uk4GUPToeoaErnq6pShzsUx4Yea2kjYWWttvRrldFz08aizM4K0pG2X+tLu8e8uwxRJNA+5qWty81aWSc423HgyUEmlK6du4uHxM+R5fHn9CbQLRADEma3JUnzoSO2NH3dBt7wXyTn9YvtvJMIUs6EjKXnULmTxxkiOI3JtdKksDFiTaBmSTTNabPl1kar4wSV4XlKoTiGfAG3l9vcJCNJi+tDI4KYd4JXJTvVRPxolC4vg9I61u8aj+zsLRy+zhQAMP6mffoAfYBs+x2YDpUlK3ydexE/9zMih71i5kUnqwxB1fBiwH4InLy0gpOqkh6Fyrft+skPuPDQXDGrYfChDFQtkudDYb/I0hPRLHKNHx/tA3K4QMewESi1rKxsGtuCtoJCO2CxBsz2byDms8JqRUR9SmJP7zi+0+0hg+8fSRbEBI8PHd+MlC02TANPPJ3O3ODHUblEdf6ljezH+0qeT40Q2cUYACSKmSTvCdcQaTn0xAOFlIIaBbXmgjJM1uKgqHgVM2ySIK4eB5E5rN2FAFyiH+URbqu0Yscyb80Ohz9XtzRbUJkLJKoiLahEAVTxpYKJvTtAMR1DI/4wLDhdt7ge5lQvQhb4BA8/mPNPP8XvyhjOCs8uxE0/atmabG85Mkw5Ln2Kdh0mdgUzL//KZaIZ97tE1pJ9Qcnx6vi/bvzHamFp0IqqCQXRRhQEC8Qjvup6wLJRsoeqpovzd9ixAWL/B5vKuKWhF8p7GAaVn3tyzpGReFreGJ0atl8g+5t6oEEs/Eps22gSR3Qg7RYb0+Wihh/5D9t66tLOQ9OUC5pRuezQDXDXDPA7dFoFmZnFJVcAOS3W+UN/nUxqL8WS4IayHCf401IVtwQwV61y0c0uj17Jg1UVXupMIvtftIK/jE00eyVAcUlzZvzTJdP5gvJVN3JQglio7fH/rWk/Io84eT6r86mcBvqMpHeiy3x/ocIGlED424OZQkuUGTT5FHxopvkkYmu9yuYDJSiZwXCenEW0nz2JXvzBZPKAs4pUJmhLuhpWMWVMgpjU9wRi1t8vfibUihU5+oJQDBu3nYIvmYRTzc7HqsB5rdyd9kbOJ70zdLM0445SoS8OH+dHeDkPI+pHLew03M0N7VpSQPwVUw9vGa9+aKH5ScSEAoOt349hQj/KmohzaY4MM5pqIQbowoz0+vHefZ7YtNCngchMEDLA85Lwkloct3HjZXDJwtoeTvBcP6UTshmylRJd5/9ITpPHieqMNsqob2rhFXpJEXNu47ZgZODVhGmJmuXfqqeBJn5AaqJcH5bpDB+eh3KxPdPwlRSt5WokPH/5TmPwC513uW60YeqWLnL3+YwZYlIyXgxyn5SGv4xNNH3DgYfJOs++IUmbNtz1BX0IBCnA/qZv8OFUz5FFj0TjY0BiUtGoxSG25FkbI35eJIoJP7se9WSh6nKmBEMLG5oOOf5jFIKArmd7fXFU+hF/T8qZJD0xHKoFv9iVfZgeQyVhDQ0AL+C/qNWcAJ3QdCdjuWl3vUBs8BMnj527NMtecnmb6fLzEjFu4wu4IRPbGAxiTyUBXEQD30zUrpJqckv+ix5iHfj7cUP2j3jxbI/+ErkF89PzQS4e/T56PAtnBDvYDqOWjaJk9/oT2fncaYlGjWw9fL42F0JGr15PsaOeeRWCwC3Xks+E/JvQVM3UkJsOFDUQ1sbM4Tz3DdKBmi0QBBxIdMJYPg/suD145BDPuOBjZCPFcv2Jsqe0PxxYKd5rHRq0LIp0M8XTFVilcnbDDHTvwt07dIdLDBBsROD+B66+YkJeHHKflIK/jE00fMWLf3qHnw6+USX8OMZJ2hrqA5g65SfJvj7qpvutcuJBFApwqcme2pHKmUFnBP6QkQs8AiDpH8sKf3OEA8oJWemWgK9RtjOgyaLdFNOSzVCxXq69tqy9hLL7AYbwsqSXYJ8d7mJUNKmhBj9QfGg151C5s7LV+cEuwOlfOaj3tXF/8nfj7IoAb144GddG8DGRkK+aDLnJ8jgYHvq/fSVNP41Wnm8e9WyQz6cN3qzmOoE+pnJBap8+C50rildgDAawTVENXYbj7C70piAH5QHVfJpBw3rqtVQLyskJqfVgfK9+H8nTWT4e+0ofmdOq2I683YWjBzw0FpPNOpUAq8j+Gaj2IF5wILh85LH3VbHVMub/I3s2S30lTENX+2fTnHBoCXG3B+wwX1Y1nJkinw/vbE5WVDNjIE2D/x/SrHF+1keHo0T6Kwf7lwh6O4uqOZeExPXF7a+TyJFM97dL4nF36p3UdaIePVPH2clHGWH83e6mTauUGXJhNNyCGMdZpKRiaedpxKRsWh4KaBxUzVsj3BRrDcl54vXcg0J7EoQ4JY8N1YsuOwzLB3K3E2ifIq4VP+hYDly5LQyIN62r9DebFsKGgyouM7loxEG3c1KxEy71o9qSh+A7tWMfd9tTwksJ1mHf5GsRwXi6cObyREB5Vx1sYDEh6OPYBj2LztYguomP9SU7/YZaK4MbbT7hYnskmzHlE/Z286KL+j3duzzeOXB8qmeBMhKgTC39qwiJTF8URqYxXlc7uEDnklWN8+FzQgQXJ5rkQKEX+lxAnCExocnzLEk+YsYCtw7SrkkYlHZJzi7yye4+JEzUeM17QnZ8UD3n/6fLZExkdiF/ioV3VRPJMLNgIvBUfQEgxvN5bp5qhQGIVSm43wQFNeZ1OOyv/k6NXOeFA2aWedcYZYUnSz6lY8uU5P/7Bayt34fJmY5AXuTSwLvA9r+gPXIpZxpdGQmp3yPnx4wVc8fYQdZ0kUCkHjN3yyKBHpZOHUiBy6XSmVnsqk087fOzVK7YEyoj0zWpt7CI9XUC6nkUKbX2KxYVR9bpJ56vvViXyJQKOS8MixcNtAcdVoIQDRS0oXLyTADe2opzHngZYlQ7729eLQznC+B78mwfaj+tQ1S59obt7vXlWSGNh8wNOJB4PwdX5/nqn0zAQZ3wlpJJIKdKkeeB6URPE3QzI5NzoKMduF5zkkkX9R74gTI1osnAJV+vHxkotqK64QZaKtIK52DigKGw1NALJaMX/y1cEdh36Xhhs2DfYEJDyRzcoElNlvFv8siq3aN8beWV+sFDbp9LLmhAMjdW/6ZJGQTsguvuGUIJ2QLRRsHleVApea62oWTPRcAXmekUCuKkAJZ2IYfmUUdC294zd+5NtVzsbN7fH8YcUeGZzA9z8cJSCedAj79cprLNImL174gqePtIJPPH3ENc6SciiRInMfbipzqlFSktulmtEUTwgEnbWnQqmd5pvEU4suSNSU9EbnSnFlQBJzwzhJSvKMr1wfLGsnhGh7K0nMqaYrXUEWbLywvY0KiKGWO18PNnEoKKd/Eozl8QJ2kRZlc0kSA6NGZzPWs2MFaWrh/JHgQOQRfk4iqWr1n+xMSVqx64jcK6QJ2N5PlF8v0gDB17xLiMgrV1dwvoatoV8wH/T24UtkctVF559tugbJ+jtTNjnqFWTGLgmnhL9zelDtrFIwi6itNnQmOp5YZskDiDoDALDe4Pe2O8hpPoo0BpLngdeVwQB4SlGliTG6MIZYsFiACkszJBvoFztWkHvchqN4ejQW2ahTLJvEw9EYt3Tnr865GH17Pef9guYxLsvF55/tRGjp5r5/MF+2T6NiUaO8Mmc6x9zXIiFnFkV96JzYosciwdc7faQ1fOLpQ0BHMs0U9V+eKl2TR08kLAooJsz7HnZDDTP1vkYSopwSqkNGA4utRslkdNVTvY/RFE/7HlCC4wZE6d1uVSTQ3assTqg7c9YhoTqO0KtTWEnec+3LhZTzF29PTCQjwSZdADWJ58sEpanr9jsz20ffXtfcVD/Q1PTk96vN4GBTTzTwfJkaRYzPwkebmTF31hOSSOg7PmeaUpjjrsCO8OpPG8SKYneBM9pz/7ETidRWjQaiSYWMW1sFVT/omJV7zI2SDzrZycpdtP1XOddu8p1iZfagokqCgBsNimeX1wbxSaiInCPsGoB7Ar+3vdmg+QiSzlx0L3sPeZY0egGioxiJGm/4fTjQHPfk96scwlciZ+JJVerxjDZtCUJPvJKSWbvJjBQPu1KApcXepNP1z2sOy4nXwAcvoKTbXtI3J22UTv/kwKm0nyYCgo+TD594nsbQcZYdwoyzZPG4r3kJM6dfE8lJxE/kVgZONySMzjx+ChNPb+VFu9lB+byZpRkjT+bzhfjcNnyJ6fvFEmmYiaUsT1kaIsp0I7d6zEJuR+S8MzV21ROljE5xBV3Csx9qIteNx9l76EJZaFEf8WkStK/NSP3HrZO0hng8b7weGKN5S8OiZtgNNWWE6fDgWE8bePOuH7rI6ZRWonjF27MlgsgG0Uo0tajVgLntygmID/rxjnpOPijXUXNBAaV/uvDtc5ASxBPf65zNAbuNjiS1gW0CVVLRvXbBRJsQbUKjy533Fq4HNp7bPlts9gbvPSLa7vxyqfl4dkCBJkqIa5SS7zvcczRGMiWtT+PEk4hsxTPcBslGq3K5nHK7fe/QeMXgBG2i00YxtWAMDg5YIDc01gEanFM8owqIPvdtSuD0fmf3kZbwiedpCPc4S1QlBe/vdPbSmTrjwcYyr9k9W/t0RsLozN9OuVI7NgttLnJvUJ4Yvcp8ZzW79K5byHSvVdBMuq+hEDfUKHzArd+caS4450zn9zLne2v/NubbPnQhJx4YwHSjCsGSPAqg+jPpMFdQxo6V6G8/9LsTZg8gQ9kuOs98cn2NkO/TCTwoUPe2KOn4PklroOEkqQ0XEAgajuhWJ7CfMizg/NjNVHbJvdPgubIBVFBOhrgBXqdsDshf1XOhflDyQenUd+dY0oVvN4OlhL+TZiuUTLq4y+Xx/n22oume7+6OB5p4bwNzS4MiQqQgznjJaZDq+dEC2QBTAmf4wI31Y1MCYwWNXjQDQeSJ1PKyIKAo/xw8f+GilGygAOOzhUjbQxb0/qqc/1L5uEzuS0LIL93ptYtkc4hrrGAjQWyVAgXfbiSLF/7kIh9pDZ94nkaINM4yx8XnCYGY+VAT82Gv6jI1Jd5u4tMBRU+BSCVIlYaAZ73wvBAS5C61o0aiEpKrCfSeUJWNYQAQt0n3NDQtyuQUxZyFXYktPjrUTTq/v+1T1/l5r3ItilqrN2YKCSW+iI5hRb9vVsb03Gyljz+l6isKm521yJhMe+LP7Y2LCZkDeAuZAZ6UEHkbZ1pz1RkHOvPBxvKvQsd6QnReDnZXK3rWKSTNKmwKF237xQmTt8dnojI2LplDSv4rn2oR9nHcO2K5+EHDTTiKJ0apXoSqB6HuiukbQnNH3eC+ebhNaWm80uYjZq6TEwroXPcaPpAckM35yLeB+4hNU9WC3h3kvC9y6YkV85rS5LXZ4DoAW31WOFFKwfcOprzxfZzGJ68okySPPD57bB0KuukjzYqPBX6l3UdawSeep/k4S8pm711XVRomIBDa2ODj1A2RP/rH39KwAbIGmx1YlA8Hu6C11E5nb8dBcyRWiEWY+wQ/I5i+/kBIdzVd6u/3qGY+vb6G01SheG7MWlHMUOFYHPldTPIhrmnDc61DGk+cx3ji75COdgilV7e6G7a3EeVR1fqxq/Y4U3wAHswHRi4PIZeUrzVEn+YoSEpyF3MaTSDb+E4hIDq1i2atpU+0kAge/KEvXFU+5OdyXHy+E7xOSbZpUEFEseNaefmPJ96TMDXJhvpBaRikE5rSfryKrhLPBh5ldoBXlalLCiaauf+G15+k+UgnTrn/XqTmo6TgjckbRBFnY+VONvAus2eKmRSqajlu5Z6Q583H9tQiqgfP/BCYx35drYJJHhucP2smUYwVRFl9viCQJhAv/DQlH2kNn3iehuMsKYPSIDT9gUbiS+NNk6YGH9GhpAr1OLmK2MnCoWCUEqHZqppoRzslQ5Q4SnftB82W+dU0xIy8tbbcJyyU0uDyz7/mJw91h8ib8Xc1EN8aHjcFM8q1kQTPmy7olKBpPIGEUpJnlKd7opBC1dAeHy0wK3cd8SRPdsmxfVAxQ1FETQP3NCthPu5VXSKBsA4w+9r+PcxcJw4HNerLhTvN/XRVJ0MphPiqGvblgp2SiADwZ0JIUfvwh9bzIHRaZmbuPa9PNoWUZ+du8VYTi+e8WJoAbTxxeRlzfV38oOeKCg2hZqxp09emm4FTNsY0lQl1fEWwhGznd9r4Yv5Omf6DbxKllnB+Ip6iYcWuwzI2FLAhwTuszUfNX5suSm1KgJD2ITMDHeDPXlkuUVe+je3B5IVojUU28G9yLxM3pYMJwIHjf8oce+4nfh8d7nydkZjci8kBarpdnXj1p/WJJpLFAqe3yHd5+kgj+GzjNBpnSfYeEUhzHm4ipZpYjPM+QsFEHhZWCIBtVchI0MUJ76NXRzuesW4fzJfvw5dJNIw9JUY9hXYIuw0W4JsaFDFT7guU323lE+TP6q2qQ0ZrFslmxt/dQIgoKjyTsLzUsHYDZ5nCD481VZ+dKI8DFRDVjYXfrUKx2KN0QfZurF9YSMIrnQIxRTSxDArOFLdVSsrXkFPOBc0uyclLvLZGficEXs/zZRdHz7yFxDUrnVM2jENmbnHK7V5TjBTqDVUwVeiJdvhBmzp+UCwHqHCMacQPStwV+aDhIsIYJcpjYBSql9+bEj4TgMAdTYqZ5mUD1zza5KnpGw6YLu/PE0LMfYan/Ic76snjxA/LyE2U2luHJTQfJQVsHPqNWiHqNU1l2oUeDtuDHe3RopRssMlS+4hdble1k/cN7tEBEwNRXsQi6Uz4pAL1nPdxBRUI3WAlBX6p3UdawSeep/g4S3bWlBAJef/y5trieUuJTL/TFahUqoS4M04zCg55dLRDpDUb8N6vlouiiXr21S21TS5XvNIVFQNKIhYOdxyQjRyXnC/ld52frvhp9T4pGUcDCh9l2I3Pt474XO78Yqkp/cR4U+P5yc7nr6yUR5p08A6+NXmjfO6uZsWdHMirKudzPJ0s1pBTG5dXyGMGdasimwxicvoMXxz37HgFhIRsUgLdNUg91jgy5p+Db5b8bMoH/aH4PMOVyt0EWbulbT8oEVDkgzK7HrJBBJPkgz43ydz++RJRpm0/qFNmL+FdZmdcJzmWPCcC1TXTc/Synz0JO8rat0t3mRuGLhTbD0HzvDepn5LHOfGehvLceb0xpYfmo6GztybJ+kCiwKqfj8p74VPtEts63GCTovaReMDkKDB+1R5Pf+drEzeInQVFP1w0WbxgI8GkLAWjN6kGxAO/1O4jreETzwwMSr1T1u0z3YbMkzIkTR36Rs/EGbLv5j/SVBZY1BMfKTyzPYNGKjmKZwTFhTggiJd6Em2wIFMihgOMXZGwyEaan04sjo1uQ+aLkkWsTDRQZqaLXkGMEx7RSPc04yYJjb9l2CIhp5T3iSmywYasT7D559FvV4YQBkBo/Ac9q4kdAavKTZ8u8vRXRgOk75pqCcotZdcsMU75glRULnCpvK437D0maiWq6do9CeXccM1VwEsppMzcqVp+8/lNtSRq6sFWJU3xHBfJ5mPMij0ScWT7QfH4gnDjGT+ds91RV1G7GSVKsyJE226GUrw/c4u5Z0QgGJ4NAo1Eti1DR6g+3Lq0REdp89FTP6wxVw2aLWXzWLH90G9C+MCjbUvH1CwUa3i8G+SW0o2/Yd9xh3Cq4slz1WB9FGj31K6kgioB891VrYREMiM+KTYgX/D0kVbwiWcGH2dJNqCOs+TNm2kh4++uL9NCOlbNF3M+nI/TJ1LJK8PTBmoYcUCRshO13D46TLndDUieG6pkYQ2JpibazSCMOmTGOSo+vtAJ9zQw7Sslzg6F9OhrA08ukUV2Q5T+Xggp6/SdXy5zJizZaiXZmXhfIWA9P16QpJnjED0FfyvWxAiIhTaRjFy8y1TOr7FK+2Ka2kSJPhKYlkOIOucQkuflB9W0g7wecVBrdh8VsostoVvNgIoHqSL43j2OVJU1zS29sV5h8/o1kSdicZ1H3VZHhgow+YdJUFcMnGWe+zHy5KPA3/tPGsRoKkPd7RRUYiMBRXXXL3/ENC7TDRRVxr5qpqe9OeXe4bqjiur3pBRQwtXPDBjnOio4JCE2+JKnj7SFTzxdSGp+38kcZ1khX2bzYofyom4y1i+pnZI+4gyRz6CRSoeCNgw62iEONjpUzhtCksLh8gq5RbljkYtFtbQ7ygENSniOUdmwhjQdMF0Ux3CvP5RXVSeVfPK9EDMmzzx9ZcK0o3BAZav4dCAzlEaMTfsDJBNSA8FEVbz3q2WJysO1i2aTqV1kclKWvm7I/EQENpYu5KSieZlckifJ39TmpMkeSiLknVB6G8xNj6XhROfFu/2gNrhGnQfPlbGY6gf9dO42x09r+z+vrhogQlPXH5BcVc6prcbSfPbY5WViCobne+gAn3xvQ7nvIHBDZkVvPsJjysYDxbp/h/IxdajTZIfNBOUy2gjLSOX2cUH13Lbj8DgIw09JQL65l0kusPHiuMSDGcJBX3K+x9NHWsEnnhboAqdhgYXJPlBl2Dl/t/RnaShJa3IKObjji6Uh4yzpAEWp+b5vXRnN1qVGgRSbY+zjVFc8A+RlyfZfRdWycYWHchjOv6kTccI1GXmVLwHqGOVI/MYDu1aWhiZeV7d+tsR0/3CB2bjPu4zcu26Cajphzb6QEYXqQ5TH07euNDZFwsCpm0yz12bI652/C8miy59ObLq93SDzkdL0pZnOkWgowu7j7SC2Q9Xj6ZRHHdUOd5RbwGNQEqqww8uZz87Upj/+9494I+OB7QfFsqOAmMzf+ovMtscP2v3D+dL5r7mjNorluFhK5CiINB7d8MlC52vks9J8Fi+45wZ2rRJT8xFkV5vZ7m1eIuZGSiLEdKOQlBxj7Bn8HJ7STfuPO35RgHKdnA2IDdYg1iM2A9zLEPu6xbKZsXfWFysQHn/GacaDpOSJ+vCRFPjE08K/YQglbyCfz99h7h6xTLrF3eSUzlre/AjKxn+U1CYEL/CGcvV7c8wPy3fLmzjGdHIP5z/a1LzYsYKpkC8wFcNH2kGDoPHaYXvIqM1F7pnmIB6VRxUx7s1oUMJUpcClTtmckPYil11kJt/XULqhKbnSQc30o2d/XJNIscGfd63VlMG8bQ3C5/sVRPJody+d4HTIb36hjdhP6Gp2g7ii+0Yul/GD4K0pm0IyRJ3fmy+z+eKmWlKKhqB2eX9uxOYqNwjRV3h5HyOBhh08uZq/yluVPQ8e6Jx2VWkJxQdsLo7FqH7Z4H1M/ZSU4t1+UPV+Aryh7nxQbTJC0ba/1x6tmRRo8xGRcOGaj5j1jkIM+fayeYSDpiIUTCJBxL4C6QeDpyekJbC50mECyQXNQ1e/N1fWI2wQpEQM7l7VfHZDTclF1QYqrvuGMJs4G+m4yOfjFIUvkVnoXL2AqV4oq0xQ4U2cTECNP4m2kPPmxxEONQplNTUKZzXVC2eV0WksXrHsMCn5sNgeP/G3uaZ6flm4/Z3pycWlmc6VBQbFC9XTjhpK72AjY5MAyJ5dWnZ3sEcCHcyPj14luYQscJS8oxHPwpddZG6qX8TM23JIyrB9P18iETr3tShpOlXNL7makD42cXRFP9iqlLm6Sj6nJEscknago+rw/a9dU0m6qtWXt3TnYWcyDF5VAEFBveN4p2vg8fD7IUVeoJFIm6wonzImkseA55AObBr6UG07D54ns9ljIez2rHuUQtSxWIFXG1VRG2XU56nkzp1hWrNwNiFAbJJIKvhs3o5E8+Ojgd8HwaQjH7LJ+w5+0NsaFhV19YqBs53vheRw8Pfwd9I0hAUo9DmcmchykVTQfESUEH+HahSWD5qP8DYSQcVmiGv+UscKcTXy0IwEkhM1x/3CGoInV8GUJq9GvXiAwv3K+PXmq8WE8wcyd9lcQKxtLz9Zqy3L5pT0CCYafX5TTX/N8JGu4BNPjzIqB54iN9jNEwi8eNuvUnLijTmWkGSAv0k8TlO9v84bdo3C2UyNwllExQyM+DtL3jA09sVH+vJ5CvE8mHGIJ8Tn1s8WhyhPzIp+8JsVTnPaJRGCtd3InOkc07BEDlEMv1+229wfYRpMwvSWC4XADbimkmnz5kw5f499t8q8dk1F6Zb/oEc1M239fpnuwtce/HqFVBuevqKsqZj/UpkcRalWFclRS36Wkq6CyUMvjlsnH5MBWjJMGD1d7nc3KyEHqimeSZqc7Bnn4N1pm+UA/F2IHvE/xEwxmAECSw4mSmi0MqpGnAGeI35CnRIVCxjzyGOhfA5mbDgomwY2Dyh9tgJKJzznGaKImvvhrC2SDBBPs6HaF5huZhMXPqaUrfcMzWhjV+01E1bvFZKL2uzOk8RDSyKAu+s+uWAj8M2tdWRqD2NQaT7i0PzUeF+bWhqPZUZ7OLQsm8s88f3qECWxnYfSHiu4xnhpKZ0TRq+vXTZV4TaKj7UtI/cDY0yxpHgp/Qp/VruPtIZPPOMAb7iMsmtdPrccXqDjlfIU3aVCNrcGVINo4A2bw50nqEBhq14oiyiylOwor1x24XkxmfN9pDwgUDRyZJRIJR4nMTmqPKr3zZ6vbU9BiRV4QoV4Lt8todjhlJWtwUYsjajhfn67a2UJECekHQKMog8alcwhnb9D52yVxRY/I93VRBKhgOKVs0vhT4xe7XwsTSxbf5FGjnuaxzYZhiBvCCUH5WUIDMHybvA39e/y+mMxR5mFrEI+UT7V/+sF25NJRfirhbskWzRW8Dg5B4y91fcaNr+MBrW78YlgUoLJ9Xk9SKhHLNyZyIsZCaqMe00r0sdAhJK+H1LOR2lms+AVFp9a0OYjhhXUeGFySPmfjREbhlixLQUUT7yoNulEAU2q4jh1/X6xkejGDRvJU1eUCTtnXsEmCIUbRf+5MWtM41LZwyqufnORj7SGTzxTGCgANF1o44UbLGy8uS3e/mugnL/1FzHJRwPqGqUTjnCAmFLOp5xYIOuFJs+l5ye7vOMj4zcYzdl0UJROmtJojtGZ7NmCc9qTUma3G2ZodNvxy+9CEG0fo3epPWFBZxMF+UUdI3uwUoFLnXI9Kt7NDYpKTAwKJiVUcmohNqiUlHFV2bIBaQS96hZKUlcyhI1cRAgsHeGAmCD9WLHzlz/M+zMSooqw5DQZMF2aO/DZeUFVQtQqyPZXi3aavk2KxdXEQpPRsHnbhbjqFCOI56LtoTPq7QxURnKSAoDnENtOpPgixb6jJ8RCARlB4XVvYlBD+dp1NQuG5INC+LEHMT4TMG5139HQJijUbJqDIFEpWQLe+evv8piUSJEjimWCsvNTV5SNqi5T0eI+jndcphvukHua6OIFrxcIp3qBsWY92LKUbI5iFRvwwNLZz6Zj0NTNESsSwB+Z6SOt4LOSNAYLG3FHHMyFdoMFjxKc5uOhaNAhGQtoFvFqGAkt52c11QpmNYWzXyjl/OwX+appciKVNCg6vQIFHdJBUwrlV0pwHd+dI34796YkTxxlXwW/A0UJxZPDi3hS4ocEgEKXhS7o+AXxe6Ku3T58iRndt27I40I9eq1zJdOtVgHz5Per5bVgNxK5ge+SPMU+DQONNUkFsTc8JogIFQsalIiNQt2FcIbzfrd5a6bJk/l8UWYpL9tjEbXULtFAa/dJJz/NVDpqMRagZKEuouapz5MIJLuxyL3pJb+S6U1scL9b9rO5Joa4LC2zV8ibOdFoR4gvaFIyR8h0HzJDtZMcsvVqpwoy+anHRwtCfMU0xOAPtf2gjJRMDv78+x/ptod08nyJlXtrykbzwYwtslmftfGgEK8etQuFJfrYqJikxJeT83jYUNiIx76CajxwyiaZtgR5JwECi8QdTYvH9Xt0rcGmdcuwxXLPQloLWRs/hV9o95HW8IlnOgNqBGUeDq9yPrtp1AhUU+Jw1Gsai2k/oZwf+saoyJLpHFGhIKdMhYGYohr5MU3hFU+UCc2TTE/gPuk/dq3kHWoH+stXVzBr9gQ2MdkuTDzBJfel8Sue+rshnT+u2CPE1r2wq9pJKd9Ndtn0vN454PfcuP+4NEO80qlior9BaZGZ8ZSLX/lpnUNkvXB746LiP00OuOfxnXYaPFdUI8q4NAMR6cRBxz0eulFLdiXqLofg0XGsXkEsBI1K5HBirFD7IFw04zAjPR7iCbAaKPGkC5vND+dewQbDTUBuql/YvDB2nXhE8b5GU1nDldnJjfx6UaBppkewbM+UnBfHr3MU4OuDk6p0Q4vaSOyPAkX0zDPOCPGD0gjVoUpeec+Ll2ABnhfpIyiDTCii+QgPpDQfjVppluw4LCkKKM0vXFXe0/up/k7e82JRhb3gNS+dxrt6xSOHxnMOv16yy7w8fr1jyWhUMrsQR3zNSQX3LR5dricbtg97VQ/7vensLczHKQyfUWQwsGDwxsiBD66vxxsYb1y7Dv9h1u45KqV8VFDUlWhgMScfkSMc8I9BTEvlvsTkvfR8eRz4XpOSeZeRQfc0zxmFBAUnniaR1Abev7u+WOqEjN/TrIS5s2kxIce/HA8/tSgpHk8lJ6iMlJLnbzlk6rhKs15ldhvM+H6zS2XpFKcTmCggnXxjg/ONp7Bt+dzmtYnrHZ+hG6haKYFqhbKamxsUkezch0etNFUKZnFmrEOOINwczDVHcfxm8a5EE2MghpAJDgUWAcrtEE88o5y3WEY5Kmg+JHx/3paAyvmplcVaMV9mzwairjULmnembpZrMXblnojlX95DUGK9xmTy/GhwQfFnNCYVmge/Xm6+WxaI1KLTHGJsb8QgTqRxQP7AW10qCxHDNvHtkp/FZ8wGmgO/Lgo6JJS/jVUgGsh9fWfqJvkYmwSpEwoqS1/fWsd8sXCHWDZ08hGbB2we9qZ628Gkjcq0gSfZne+KT/P6CJFOS3b8ap5mPGnQOsK5hXA2LpWQ+5pUcB0g/q3emCHvByjtjPa04ccp+Uhr+MTzFAMqA+VJjioFsiQq56POQTB//vUPs/0XVNPDZsG2QzGX82mocU9HcTfdEB1VNm9mky9IkPGa4v86lYAiAvlkIcfnmV6IJxuMG4YuFH8ej/HVThVDJtBEGpeZ1OfA36GBgogglM94iSeAbN7ZtLg0Q9DlDrkKN4sdNZNJRbkyX+B4Om2gfKVU0gDkZNq6A2b9vmMyz/2966omUrchR/gqOZgjz6CHSOHyGtUEsEBAmiAH8eCWBkUd4mkT8IYlc4T1nlOy5fzy95gAFE6lJ6mDx8/P2Oop7x1KcrvXLijd9XiHUdPYFLzcsYKM6fXC1VXzO8QT8H5AyZ+De5YwdNRIrh3qLQe5pRBkSGg4Pygkud+olVKWbloqhzwvr/dE3gchtM/+uFailmgKG7dyj5x3jbVSf6dtH4gHTMLSSU5sjnSa0NzNh8RuYhNiQOXqpaB/GXC+2SD2qlM4yYqrFyD+EF82UOSbcp/amxPtaj+9pAMfJxM+8TzNwJs3pIODQOzLK+TxLBdBTFkQ1u/Fa/qrKKca4xIJkDBpuAlONAlXzicah5KjlvNzXHxeXHl76QEoEwHieTykoeNkYemOX81Nny4WxRtl7v0eVWXz4RUez6KeUoqndk9DPFGx8NfZC+eWGIgnuKNJcVEOyUAk3/O72+tGjP/RTnk3UCfJBk0JnHf2Wea1zhVN+3dmi1cQcuSlxipQ0Ob0a2Ju+2yx5JRqiH2kwHiUT9Q+GrX43or5AlFIkUAZ1isXEyU0HHrVKSSeRzYlPB638qWYsfGAsxmwFUeUSewQ5EcS4n7tB/NEQaS5bNB1VeRz4UACAHmbgAxQ20bEewB5lIxEZQM8aukuIYd4Yt35oO0r55XvVzAViUZNpk5B+iNZXqjMvH1tZdOxSl7Jn6VB7OZhi6Uc/fSVZZ3w+KREKUHKKeWzkSBHlM22gs+hbOsoWhpM8XDi5aRiAvClPtCqpDzG1ACvLdRl7ASQbh0uYMMvtftIK/jE00ciUDbloDvXK4qEaT0QU8r5jJiD8KRkOZ/u/EBkVCannM+RFO9XagJ1d/K6gHf2ZOPHFbvNfV8tl0YYplsN6VnNs0FCfYaeimcSusDtwHI2DwS505jSzLpvth6IjXiimr3RJeD3hByxkDNj2wss3uOskZmgXN5LzIa9x+U+xOOaUvaPsnkySyc93j08qDTvROqYhywP7l7N3PnFUhkqwfloVTZXogETxN1oRii2GI63p2ySTQGRUk1L5xB/nle1AIL17JXlzAOu6CL3RsMGihuNTYNnbJExi5BcL6Km0Uduf+enc7Y7FoReHy8QosZ99FGv6iFZql7g/USBZ5bmK6/nxGaYg+YuGoJQA935oJDrDpXzSQrCS0ELw0OtS8WcYsC5nXB3Q6f5iPei2ZsOOpOrkhKlRLoAyi/NVI9fXlruXaCvCTZkNPdAQGnAUnUVCwL2ADbiqQnUVLyvd325TAgvVg/nfPmldh9pDJ94+ogbNIgUz3mxHMCdDQgpoOtXyOmvv0uZMiW78yF8eE1ZIFQxRWHIecn5MXnCUjxSycrGTGugtEBWdKINZIIZ2yw0XlDFM6srSuni888O+zOxAJKHeo6SM3r5bod48vg0GzEa8QQoPm90rmy6fzRfOvJR3WyrgL3Qa5g2IAeUCS1sbP7+998U9xzjW6SjnQk5D3y93Ay7vmZEVRLFlzn0hLePXrbbIZ068QoFj+YXSrDa7Ed5FpLKNfpmyS456GrGU811RaG0z+GVlfKGEM8SOS+KGhDPlJuP52yT54GCiU/c7Q+maRE0tPydkPkJa/aGdLxTsfj0+hoRs0u9ABHjPSLSY+V1jMeRQ/NBaeTCXqCHjc7BDNhY4dV8pDh24u+4O+qZoAVuqF9Y3pc035e4LHyrKMxXDZojkWMaM4UflriwtGpM5HU0fN4OSUt5fuxa807XKiFf9+OUfKQVfOLpI8XBgsICGY5o0Iyx98gJyZdjQdMMyLjL+WFwabCcD0EVYpo5QE75+JILzk6xN3qNVDpZIfIs3g99s0KIjZIKlKJIpOuXMKX25JTZ7XI7xHPSmn2iirNBgWRQTuQxRZvso6Dx5PZGxUSVe/ibFeLvc99LlLxtsIirjSQ1gA1kQKeKEpc0e9MhiRSKFsbOzzDOk2xLMkjt869qU5fqBYR4QlSZukSpnk3alLX7zZT1++U+x3rAgVLGeRASWiqHKI82KPFGA97vztXyy+Mn29FNPPEjUhomx9L2Og63skN1YtAnvavL74sV+EUhvLpxiDRNx4aXH9TdOV6n/xTxg9Kxj/Id62tcm4/em7HZaQC7f+RyibO7t0WJmDZjH83aJiVs1E1K2DRc7QxOwGJDpOA9DkWUsa98X1qnhWij0eVvz5RUhG41Doof2xc8faQ1fOLpI82BmgEJCUdEKJPuPxZQTFloIKh0rsZazicg3Z5s4wVC9gkrt0v5EFNU01iN/ar08JiiKTgpDXycN3+6SJQaVDF8lXR8R0NCc1Ggixq/HmDgQHJBRzWEhUWY848ipxsEGrHiUaPvbhbwe6LOkO85qk8d5/zyHBg5qYDApHapUq/3w61LS55o/3FrpQweTe2DcL/YoYJDPBWohYAgfEgcZXbINN3WkEGOxy4vIx5i1DLyOjkf/B+PHoebFNlTqCKBTn1GTNK5Dhmyy+Qzg/7OBpbayb09KGgJUDI1uEfVuK0vZ1lk8OvFO2MmnjZ4jRLo//HsrU4uKhFKth+UpjRKyW4/aDigXNcVAp5AZtlAjVu1R0a1avORF/YfPWEGTtkoH6Ogck1oMtIQeSZa2Zh4b4NkTUVKLrBPYbf4dO5289QPq82YO+tLVQL4Hk8faQWfePpId2CxpsOao5rH13mjZKEJkNLfhaAytWT5ziPSuBALaEjgiKRmQgjyZkExDSWnKKqoByx4lKgpzVFORj1JCzAe8fqhC+X5X3L+2ebd66rG3Nx0KLhY69SipqVyilpIY0tywTlpVyGPKJU0h0A8Y+loD6cWYhlo/eYMyR59YexaIddgzIrdosrJ9515hnmgReSJLCkJ5qVDqiFt93613Hx9a+2oTXEQG5qB7LzPH5bvMf07VJBzxkxxyrFfLtgpDUC2Wsd5Q8nmoOSM75FYHIi3PfsdoCa+PXmjaVI6hymTO7zqx4aPEi+lfDrcP+hRzXM+u4KBAwq8qm9ei4qbvE0WPlJIWzyKqYJ7gecOwRxzZz3JBIUwj1rys1wbOuPdftDW5XNFTNZQOwiJHLc3KWYe+25lSPMRSqGXh5T8UryhkHfILrBzku28WZrB4onNSi2Q1EBqAMMWIKA+fKQ1fOLpI8OBBZU3cA6vpgaIKZ35KKVazoeg0qCwaNsvTidpJODbjOTdpFkCtUr9YK+MXy/+LogpoyeTuzCHA5mAd3y+VLx4dN8SCB1PwLS71I7XjdF6KQXK7RBPiAX+Re08j5d4As4jU4t6f7xQFkiaetqUz22+WZJQZkfl9ZrGklqARBLE3/KNGaIW0qjj1SEcaU474Pq9PnGDKLsQdMgUXuilOw+HbRCCOOlcdGKE5m09ZLp+MD/kewZM3CBHrkvOF38kJXk2JVxnd2MT3eMQtXV7j8qmiUZBGoYg83hreR1BrIhXUgzqViXJk87ski77BhRexnnGA5qAUI/h1C91LO+8zpqUyikHwf7jV+6V52b7Qelip1GSUjyk2r1Z0PB4FHsC/Wk+envKRgnF1+aj+1qUFHuFWlloqoTsAojpnqMnZGiDHeb/ZLsyojA2GTBNiCybD+7hkwmazB5sWVJiqN6YuMFUyJ8y0WM+fMQKn3j6OCWJKW+uHOHyHFGPIKR2OX9XUDWNpZwPsbXHAEo4sysyB29i/qwJHlNVTGmEwosYj9cUEkAZkekjLNpMeiFT0j3OMBL++Osfx0ObWl5I7At01dOVPn7VXkfxTCo5JKLnloaBEPeHvl4h5V1t0ABkf6Y1uI6UYFE835i0QdRMOt8j4eCxxLmeb07eaE78/Y/p16qUkBFIDJOMInWmKyB/4YK/iTdiqAHNWRxYR+oUzSYkFDJK2gFqIdmrY1fulc56Avw1RomgfGwNNEYpsQKLH2uWIuN1G5fMLlFTDAug7B/r64D7VyOZUJ6ZZuUG9weTojjC5YNSqZB80MoJflAlnnqfQtTpvGdTwN+kOkIGpk4+KpvnEvPU96vle8kORYF+b/rmkHgr1GusE6BNudyySaFJ6mQTT4BfFrsFcVh4lkF6m77m49SFTzx9nJZAPSqV65yw5XEWOSGmVjmfj/EsxlrO5/sifS+ktGDWC4WIhhJTbAbnO55GmrGe/mG1+WzeDvn/NdXymefal487ZPpQMEqJBofkdLDHonquG79ewuQhQHYjVlJwf4uSZtG2gDXiug8TFD4mMukkobQGZdWfVu+VbM97Ryw3399RN6zKzaZBz71NSthIQKhP/PWPNPxA8ijBM7UmloEL9nx2G9/3rSv3Kt5Qmnj4GKVNSv2jV5uSOS+WcjwRWBBPbBGcSy2zkxhx4yeLnFglgFKYLYXOddsKecSPChlkWk+0KCbFG5M3CEHktfFAy+j2CjsflNdh4PwG8kE/nr1NDvWDzgv6Y/Ei2yiZ62Iz8pbaklH74ri18nuufGeWvH6OBqsdKKKqcpJAsGLXYSGg1QolbCBalcslxHPK2n1p7gf3AhsINk902vvwkdbwiacPHx5A8WBRCjc9h87VPUf+MB/M3OIQQiasoJyu+vlITOV8Sm8c4YB/lJK4BlsDFmnGH6K4otzEo1LYU4tSU93A50mHMOQC/11SS+2Kc4J+T/I9ed4KuoNPFjh/KF+QYUrkxFnReOSFo3/8LZN1En7WmIfblBJ1+NHvVsrkIYgK5wiFGPIZS6MYHk1b+X1rcqDJhY51/LDkVT59xX8S+g4BpUFJHy+HAgUd6wAZsODd6ZsTqak964ROQEsOuK/xijJmkyajWIgnr6khM7fKx8+1LxfXJDSuFZOwOMiy9PKD2mQeBdv+/ZA0rkezMjnMcz+ulQ2Vkk59L8AH/kjb0hKJVemZiXI9i1yW8N7BUAAIMzFz+HTtnNuTBbKSCa5HeQbaZOTDR2rDJ54+fCQBqI10p+LfgniymBK3o4Tu73/+NfuO/Wl2/fK7U8pX1RRyEUs5H/+oO1OQMjNTdBT4PFUtDSimCeopJX7b2+dkeKZSmd1uXtHZ3P/89580VeA5TA5Qr3S+uQ4ZSOs4GjdQACGfNKDgBSTOiBgvNw64/J3ZLzpP1FHIDFFL5IKOWJTQkPLlwh1RiScqOPcUoMGMcq8ST/ywBN7rBgOCy4Gv89ff/pKSOkQURVOJvJJOoPyD0jz2EYghpC0lwQhNiOf3y3abx9qWiagA8loiNoxOcZ5nuIlLsW5i3H7Qz+Zvl5KzkvavFu2UTvYOlfOG+EHJmEUlhHi68dmNNSXh4NDxP+Wc8jZgb7Ygry3L5pL7l3J7eiCeADuBEk+e9431i5zsh+TjNIBPPH34SAYKZbtQFhkIIiU87VplsYIshYtzoTkEQmI3PwUC9wP/R4mJBaihtiLqBuRDSvmZL3DKiXSJ0xjBY6NUHY9vL9YyIWHVGsrNOUoJb6CSTkDOIufMazpTWgKCwkQapvEwOWrcXfUTEWJ3Y5HdHc1sc87nXV8udTr1IUGrdx+J6Bvl+SuYm148x0VOlBUYPGOzpwKLJxjfIgeEjmvkjvxRqGcZmwQh6cltmLMVNZqXUAl3Hzkhwfxeo3sVREfR4ERDH1N+UgrqB8UHTj4rINifJkRK8hzqB+V+Xr7zsHkqOJHIjXZvzzL3tigp3k/g3vQBPLXcwxPX7DV//R2/VSY1YHfZ0+XuNVPeh4+Uhk88ffhIBiANEDgII0HyscalQMTIDOUgU9QGJObhUSuc8iydsX//859DUPlbxL+453SHK69zuKdGqbfrnLMC0VXqM83roZ4SBA+2H/rNXP72LCFa19ctHDEQHh8fzRhwKYL8k4vdLoWYCJs7vlhqvrqldppOq/LCE+3KSPA6gxDoTn/+qvIRiScRXTbIs4SEkFf61z+Ba/rJnG3m5asrhv2bhMwryPxE2URxv/q9AInEO3pz/SIRfZlsjvAkkmpAY4xCm8MUjK1k8lK9YpfJGE8avpISg2SDznBIN1O3Ri7aFZZ4cs+9PikwleuxtqVTJY5oxy+BBjiU3W/71AnrB3U3cK15pqWQNW0+ovFP4XXPE/jPRo/7ARsK3fPpARBiVFgwYMIGmXnvw0dqwieePnwkE5TYhHge/M3UtCaVxAtU0FcnrHfCulkQmHzjVk4UlPR0LKm7nM/n7AzBcIDcQph0drQXyC1FwUEpBboQ41l74vIyovq5pyVBECBE5F3aXrekolOQUIGp9zcyVwycJbmVr/603jzcxttbmVZAOXvl6gqm65D5Zvj8HRLbg79ScfCYi3h6qOD8zJCe1UyPjxbI/4kM6te6dFhbBJsThXbBQ2wg4qpgVn1ukln1dMuIjWQ/rtgdQjpbls0pc+ZR8LQxTueN00TDoYkNgTGeOUy5PJnjUrTPsBqWIJ54LplkRnyWWyGF1LHBqlssm2x4UgNaMUAxtv2gPWoXNK3enCkeTjeYgEaJmtcozUdYJYhSUu8niRdEZtnnntcI55d7ZPyqPemGeNrXbvj87aZLjfxRUxp8+EgOfOLpw0cyQSmSjuDkjM5kxCTd0TrT+/bGRc19zUtGXNApPXIwjcQLv/35txMZtevwH+bx71aFEMMDLkIUaRIUhxs0Stw2fInzf7qh6QpWxZSFFR/dVVUCwdpJBedVPbEEo+Odg+jd+tkS6RSuWYRZ5ifXM8foQe1Ux4/4090NnJKlO+idErMXGpTILvPmNZuzyrMTPYkjhEwVSW4Pe2OCgokXVkeKXjdkvhl2Qw3PZpyhs7eapy2VDszZdEjUVEgnRGnWQ41NzovPl02HNijRia6JDURCcS8RkcQ1YNxprIkJRBfh1WUiGY8XD6qbXBP1gw8WL21qNcShqgKdKMTrhoip92duEdLJeaBpyPZ27jv6p3nw6xXymlI/6IR7Gppa/Sc739NswHTz9JVlxdupaF0utxDPCav3mefa/xdxvG2aweopokLx5OjVZuSttf14JR+pBp94+vCRTOALA5Hmx0fCvqMnJL6GhZzSNyMWKUMmF3gNtbEETF+/30xau18WcZpX8GtSwrbVUlVP+ZgoJHs+dzQs2v6rHG40HTBdCHKi5ifr/zRuhFuEGVGpeLFjoIzdqlxu07N2QekIx1s59q76Yhk4mWBkIo073AdMIqITP5rH0w1UYm3qUeL4Se8aJnOmBOJoDza4yaMZhJnvSjxpRuv+4QLzyfU15BoocaWT2x6DqTj259+Ouow6p+cUHyTHXc2KyzhbopmYJ49ayQYGhZaDqK7ARiCHHNHGQ6JiQjzpbr+1YUKmJ7+T2fQ6aSc1x0w64fFZM0nu54vj1jkxYNgLsFKwsfw+6PmkkQgSPmrJrkR+UBv8jluGLRY1m6YkrjvnhgoCjX500ON1TS+A+A+dvU1ew98t+9lcVTl1FGYfPnzi6cNHMqHzuiNNOooUEwPpZJGirDq4e1XPzuiUgLurHX8qjz3cvHE6pymBMo7UDtoPKKi/mz2HTzgNMdGALYCDmeRegHTS+a4B+0pMGatoB/VT4lUQX7N4x6/iX73zi6Xmi5tqRR1fmZpAecQawYhJSEqLsjnFuxgP8QQvdChvar4w2SGO134wT1RL9WsutPI761sz1RV4cu9oUkzK2Po7un8433x6fQ3ZjDw8aqVTqr+/RQlJZeD+Q7XDz6noWbuQ5+Njk0AAOQdNRwu3/momr9snuaGQOK4Xx9M/rJFNGV3okFCvewUv8FPfrxECx+Mk4geQW8v9QrMO40JTE0o87/96udPRT8Yu3faMy0SxfnNSIDGA/FCyfzm88kEVEHASHejEn2hPPqpd0DQvnVPK9JTb0wPx/C8oeWKd6dukmGxKXhi7TlIa4omt8uEjVvjE04ePZEIbCfBJUpqLtVuVAPK7v1wm04TIC/2oZ3VTIFvqdWk74zJdykw40LRDA1G4JiIWVdQvyChd+MT5UH5PCvhdGtgfCa3fnBkkpQFy2rx0LiGeqGavTFgfNkszrUCDyu2Nipq3pmwyj323SmZ/u0vt4ZIOFDScsejT7Q0oc3d5f54ZfmNNaeqx8zurFPSOOepRu5DYENSfSKd8h0FzzCUXBCY/QfT7X1XeVC5wqXl1wgYpZz/TvlwI8aRsHw10ulNe58Dvy+YLJRQiSug/hHLzgS0SN6VATcOPygaIsjw+Sf4uZAziOSkYyM5jfKljhVTdTKjiDyCdmc49S0LnIbua3oCPGCWYTU+nqvnD5oOiFj4/NqDSapOYglxfmo++XbpL7llAQw9d+imR+JASOCOYjTty0U7xvbJxeeQk+6d9nJrwiacPH0kASiBGfLpUdcwe5AnyGS50XkGp873pW8zLP62TxY6swIFdqzil0NTCoeMpm+MJMaAUy4FKe22NAtIghfJFsP5812Qd/HyU/e3yfixB+zbwNtod1zbo5ObAa+qZa3rpBZJ5mdretb5NikupnAgg5mHbiifd0JRao+HaGvkd4sn1IgS+c5B8QrIVmjjgBr5LmncYmYl6h0ptK/Lvd68qSuSQmVsckpnJFZNF49m5Z8fRNHTGGaZo9ovkuKlBkeBY2UBJfur6/U6zG9OSGKcKyUQJpYQP8UQ1pKzOXHUTJEHhRt4mFxDyT+duc8r5oH2lPNLQZTc5rdx1xHy1OJCx+tQVZcKSRDZpNCcB/kUNRQl1vwbYJGnCBA1bS3f+6jn6My1h58azkXjyirKm98cLzUeztoqqHe39zIePeOETTx8+4gQh0V0/mOdZWm/22nSZylI4+4XSBEOpsfBlF5ksmc6RhZkF79FvVzqhzcycJi4ptUvElETpsgVMQ0otsDATjs3Boj1k1hYzZsUeKbNCmCC/19crLKSIYHmaluyYKCWkO3/5PSzBjAbxmXp4TQEKW+IRpYGcU/4P6UhuPBOK9+udK0n0FCTcBn8rFuJLYxbWA0rgELDP5++QwQONXpnmfA/NTJFwU/3CEkbvNR2rYnBa0IygjYG/Nz04q12Bh7FLjegTlMKBjRRWAw42ZUUfGet8jao7EUQcCrJwqz03ySFvdzctYVIDkGDUR7cn+40uAU+uvUGk5A8xg5RGI4j6fsCUos7VC8jBfT162W7HD+pGx3fnmq3926SPRp7gYyAuq1npHOIHZx49No908fh8nDLwiacPH3EA8tbr44WyyOCJQpGBENiB79qZ7l6EIZ922HuX6vmllJUWvkQts6NSEv+TFiifL7N5s0tlabohl/LzBTvkvFGCHjBhvUx9IvxcG1dsMEWFrmEFyhjkyG5+gqCqbzWe60f2IocXWF/p4vbKNeVz/J9rGW0hRtnFP4lXzkbeGAPvuSeuqZZPSvZ0mhOTxGbHvn+IMooEvLv5s2TyjMq69v155qNe1c384FABOurJILXB6Eyaf1Li/uS+o6xPBNYHPapJEsPUdXTJ7xf/oz05Cew/+qcZtXSXXPeUahrjdQrh1M0AzUBULNjgtCmf0HmuwKfLJobyO0poNGwOvgfYGZ4MOHDPi7cHIYDCD4+VDSjNPdH8v6mpeNp39OOXl5FNCXFoWIJo5vPhI6XgE08fPmIEXeA3fxroPqf8SXcrZUUAkcITlfOS88wtDYrKIsdBFBDTWbS5xsaXC3fKQbyOKqRkXvIxEU2QnJQipVpmz5Lp3DT3lLGYkrV5R9Pi4h/7aPZWUeE4X5TGr6yUx9xQv7A0bOh5fn1iIDRcGzVeu6ai50QVYqgo3UNCaWhhyo2Ca0E5M54R1HwvKiOHTl5yAyISUsoPqqVKVFFNUT1vqFdE5ovzGBR8f6zoVC2/eXvqJln8GSAA+awRbDoC0WKLNNRe8UPfeuai888W0knpvv7LU+XzKKuovHSqw6fH3FHfdBsyT5puxqzcI1OOUgL2deA8sfHg+OOvf8ywedtCSDq+50e/XeVEaEmXfOkcoibGG0F07MT/zMApm+S+wz5w9plnmN51C8n9OOCn9UI8C2S9MNF91T/4eCCO7ozRSIqnV7Oe2w/KqND7Ri53vs6oTg4sD5B9fK9p1dijzUU2SBG4pUEReY0+++Na07BEjrB5wj58xAufePrwEQMoFdIINGfzIXPhuWdJxI2STqA+KBQmSsk26Gq96dNFzv/L5b1EFnpKfZBRiCkHmYU2iFZiAQgQ0uC/2S+Sf1Fr4il/OY1FqTynPRIgSr3rFpbGlwmr94oPFHKH7YADryuzohkHaTcpNS6VPewYPzyOxXJcLAeh7Zzbe0YsFwL1+jWVTNVCWaT73j2WdJcVGcW1jQf4UlG4w4015W8zj1268l1ZqTpJSq0XkUBTF3E+EOoRi3aYB1qWCvn69UMXmmE31PT0QY5duUfu15DPrdoj6vOIW2pJVqg21RTPeZH5bN52+bhRieyiRnKdXpu4wQyautm0q5AnVTcrEBrb68t9UKtINjN57T6zdOdhaa7iGDh1k9y/DUtmN01L5TT1S1wWUb3Hb/z1kl3m5fHrHZ9to5LZRc3T164qyIVcTX08b+4N/LGxdtVrjq/Gq4UDr33i0mjAwu9qg4gljidGrzItyuSSDNz6xRLmxacm3Ldjn0bFRKHlPkH9xn/rw0dKwCeePnxEAV4vfJmU0FHfKBVSRrahC5nb90kDEpmOgNGYxCVR3tPfS8PF1oPHhYTys1sPBJTSrYd+Ez9oOIJz8XlnO8ooHtKEjy9MNCvcJp4p1ViUHKBYtS6fWw48fh/O2iLNJhrD4waB6LGC7EGUPjIl7xqxzIy9s740f2kDmBvMK4dguKc+qdcUNVVHl8aj7EE43aQT/LR6n/lp9UTxtzqlfEcx1TipgGpKVzUNW5wTxkreWC80s5N7h6glMjp1ehGgaYbsUx4HfuM2FXJL3BTkEvWOzcyXN9dyFE/7vPcI+kaJUqITff2+Y9IoRRZlSsFNYTfuO2bemRqIfgJcB0rTPFb81NM3HJDHMGP9AbFWQIY4UC5pasNygCJqK41Ldvxqnv5+tYTdA14XdN03LhVqT1BF2M4J3XHodwmPB4+2KeN0t0cCry9tnuJvxQLC5CGekN5bGhaVmCsF05oo9QeyQ8+TWfEdquSVeKmU9luGqwiwIUCd7TN8iUy3urpKvlRN3fBx+sAnnj58RMHLP62Xkjiiz1vXVpIpNW7oYsMCdPj3v6RM9vyYtVLeAzQnvNixQsgixgICEcx6YdZEjQuocJAeLdlzbD5wXP6FFBHvQkQOhxuUmFUdVTKqTRxZY4xSSitAxqsWrCrNRJwr90xsUCl/6Cz7aHj6inLiJaScfO9Xy0SdDqfYoSThw+MIp5odOP6n0/ykDVB22D4kIV7wM7LZiDB0AMKhs8khsZWfneh8jXna3y/7WRq2ug+Zbz7sVd3ULJxVZm2jDIJuNQuYZ64sJ0TvjYkbZGPz5YIdoip7RX5B5BoGc0EJrKcMDuHg99FskhoNJpxfJj1B7msVyWqW7zwijxMlnHuD7NIOVfLJQa4sEU1MT4KIcu6Yec5Bdzr3OcSMyUtMFlKV/c6mxUyvOoUTPWc2Hdx3QDvSwfNj18imjzGdhOjHo3ZimwmXNOAGJJjHhOqK/3Xho83M82PWmO+WJUxIAqi1vDY4iue4SFTQ9pXyprgf9IxEW4LA2F7OA9WYZ8eskU23Dx/JhU88ffiIgA9mbJHxeYCJP+FM9qiM2oUMGaSBQJsY7mteQoKZ41m4UQU1Q5PGDxt4IFFqWOxslZSPIb4suhzztoRGuQA6zE/8tTCkbE8zBPO4T2bnKs+TkqYX8Wz4ylQpTfJ1294QDig173SrIvPcUfIGTdskEUdJAYSVXE2OqgUTfx3VGhUuRC21CGpSO/OVcLjD5xX2+NPf/vpHcj7dKjElZfVDEm+EokZETs86hRyF0x6dSvIAj1tVrcD12GqW7zwsFpO6HhuueOAlrH02f7uQTAgiSQCEl6NmEnAP8XSXqAlc53i0bRmzjczQYIMSPljdoNno07iokFYvor07OACBr/HaBTQ6oUpz3sjYjPU1oRuIonFED/GcGxTPLrFZ41buNfc0LyGd9dzrNOBpsD2XkHzYVbuPymYK6wDnqXaRbHKdqRzEOqY00nXxeqo8/6falZX8XCxD09bvF0uLDx/JgU88ffgIAxphNBAab1y0aBkIHMSzx0cL5P+Ecg+4pqLEyaQkUE3tUZg2UFsTGpsSCKk9MUjHMdrAtxpocAqS0SAhpUSdVl3weAoB6g+PV5VEOp6JE+JgnCSNSCy6kUgB5wa1j854fm+NwtliCkSPFzwGlEkOjSiygUWD2dxukIhAkD9Ej0iplAYjMznwRKKM6dAAvMS3D18iJXQdE6nEE3R+f65MgOK6Q0pJXmAsKc05ySWebqDoQ6LAQ61KSvc6Ae0Qzx+X75bSeKSGFh4jTUL5slxg1u09miioHyhJoylJx3hquXr7L8EZ7VkzyQYDBZT4JECXudfrKxw2Hwx2tMdYZrcVRYgnVhOIp06j+unuBmI/QHFGDWYDc2vDorJBpPyOD5TNAMfjyfSDRmu+K57zYonuGjJrq0yjgviT9+nDR1LhE08fPjzA7p7wb81DZI50NBw9kUAgICJDelYTpSItQRNO5QIcoWoRzU08JxY6rAKopFsOBkr3lBtRzexwaxs8FyWikFJVSekEjnVKUzTQUKTzxfHtUSrH7zjzwcZSOv1g5lZpxoA0c0AeyLdsWz5P2MfQqWo+M2/zIQknx+PIPPe09rhqmgCANNQskk2C0umM//rWOrKJIOJpd5jmJz4Op3pGQqZgww5qrDtyasKaQDC9k3lqgaauRq9Ok9niEM3utQsJcaacjV3DrUImBewXUIpRbXnu/M5uNQNyMnYBiCTPe8KavRE76vGGPvPjGke9xWLSr3Upc0XFvDKKlvuEsjz3NNOaONiE8H0QUBRPu8zO8yRmi8ave5rF10ijime48bPhwIQqLA5sBKhg6M9zXzBiE2/nI9+uFEsFk8Ho8O/fobzcx6OX/Sz3Nn87Jfygkb7zrmbFxQLA+8VHs7ZJ9JMPH0mFTzx9+HBh3pZD5vbPl4jPkmgTsjajvYHzpm+TttF960YdjZiW+DVIPtpVzGPalA+1C+Bn09K9o5YGFVMt93Is2BZauqcESIncHQPF/yldxtMJrVOc2lbI7fjl2lcOdFND1jj4PD43yrBMBaJ7/aVx66V03LVGAfEl2uCa4YVctuuwPBf8nowlTcs4KZs05s1ygXn2yrKSnUmYOGrcE+3KSJk0nIKt1go62FG3AJ37xbJfJKoXCqYb5H8yavLoH39LuR9Su/vIH0Lu8SrHApqT3GAGPcpXQrZpoBkKshPvOSWmCWJIcsOLHco7P8+/DBd4c/JGuc5exJMkiDcmbTCfzt0ur1Ea/tiE0IykjXWozxx0Yu87ekIyQ/l7szYeFBvKFwsSzgNB6cxif31SQHGH8LnvpWjAf+3O8IwF/B02gjM2HJARmjwHt9o44ubaZuTinRI3RXd/+0GzpfnrvhYl5Pux9rBp4z3I9oOWyHmRNNvxOoqchRq9eQ7P+sOtS0kE1NtTNkqJP5aIKR8+vOATTx8+LKCU3PTJIiFjqBEsipFIJ8oNi+QbkzY6n2MxTk+kM1pXO4ohcVBeo/FQcbc5zU3a6HRcFFNUUnxoHGRA2mA0JKVQJaKqkkJQ3Yv6nM0H5edRfm6sV9h0em+ufJ4GChuoQc+1L2/ua15S0gIoAWNteGn8OlkMGe9H6dXuUIaIvNO1imn/zmz5G3QrU7I8GcQTsoYi/dLVFQIjCWdvNc3K5DB1ikYuYaN+2cShb+Nicm5RIQHE76WO5aUsjcJap2jAhsB55iAeyf5d7gBzON9r11QSksr9DwEKB/fPAsgjj88rdJ/cUr5mJy1gLeg/LmBhgThBrmyw2eM1hW8T0qxNNJDMEQt3mlcnrHfuZ7rtH2tbOuSau4E/F5sMBySeMZZT1u6T+0ehpBOwCUNlr5z/0pjK1jQ90QkPYvEgu9GmXK4g8dyTiHgqGWcKEiNOaViEZHId+H6U6ZZlcwnJpgOd34NVYeLafaLe8tpgUxeLHzSaOMrPMwQC5ZthA29dGzrpyYePWHHGf6yc6RRHjx41mTNnNkeOHDGXXJLw5unDR2oAUtXpvTniFcMP+On1NSJGqbCI4SFEaQBE12jk0tpnW8UddJ2aqPj0BFGKJt7TINFCnxTwtkGntfpINRKKj1m4adoIB8iv+kghUHjwAH5CyoOPj14tqt6Pd9SPOgaUIG5C47WJh8WzZZlcooBRwtVNA/5QSpZck69uqZVm87HLPfmTM6r05gZFRD0HNPowRx2SNv7u+lHDwgv1G+N8jG/zr3/+lRGTqFrEKcU63QdbhcYoKd7tVkUIiQJSd92Q+aKuQSpfubqinDvN2iTwX1TUwydizkFlPr2XlxU/aeGgn9R+vXR5f640xz3QsqSQMdRdxjfymADd3ajF+CGTihavT3dK6xqF5H7M5JrSfd6oRI6wKihKfJMB02WztfrplnGrv0RGVX9+kowRxVpCFSESUG0f+26lk0FK4sDTV5YL2ezyWh+3co+U4jl3CmK83H7QG4YuFDX45Y4VzDXV80f822xM2g2cJdWJETfXkkqEDx/x8jWfePrwYYyU4ygl4i3DR/XlLbUiNtXQkHHzsEXiRUSpo6SL4lb6ifGilk5/oFFEFSYtgSJT/NFx8vHix5pJRE1q/z3Oo5butfMeT6nG3MQC1BxVS1lUwy3ovIWhjjEliMxHBf5aCCgbAkjNnV8uE38lv2vMnfXChtKnFNiYlHp8vPP/p9qVMb3qBsLIf/vzb+kUhqRTGn/56ooRI4eKWHPOFdULZTFDelSPqywMCYYM201OkB23skeTWvcPF8iULogZXeT3jwwE80++t6HjRaQhhw0IRDRQ1j8RJKX6/z/M0RMB4h0JvIYo3apiit8VXyMNes3K5JQ0BnDJ+WdLEw5RT3S5JxWc0zJPjpcGNs4B3lbC+jtVyydd8qjj9qQx7h82MnhDaXCjOqCbGh0QwfsGPuKkgGlSKNiPtiktCQSx3Ft28xGeXmwFWCHc15LNhu0HVaCUs4mAmHKdYyGedsNcqVwXmx/vqJcm4fY+0j984unDRxw48vv/zDWD54rBnzDnkbfWcfITvUAH7Q1DF8nCykL43nVVnWzPlq/PkN/zca/qicKqTxb2Hzthajw/WUjDpufbnFQlFsKlZHTD3mNO5mQ0YAcoHJzipF7SQLPTRSFTgDbsO2Y+nLlVypGoggAiQwmedAGUNJQibBQf9KiaqhFSbnXx/e5VTYuyCTPBWfDpIucdeEiPakKwvECHPyTVjXXPtoop3DzSFK1ra+Q3/TtU8PxeiBcJDcQpMZ8eEgjJjEaUvUZWQuxavD4j5PNUFSCme48EYo0igctEmD7RZCmxceJv1uqfMH6U5zb5voZOniuEmqlJk9cGGpRQRm0w0ahJScZ45jQrdh42AyZuMJdXyG0Gdq2SpMdD6D+DJqoUuNSM6lM35p+jwUqbj4A2H3klLLDU4wcdtWSX+WHFHseuoHj56gqyeY7FL954wDRRsNkc4rH24eNoHHzN93j6OK3BTObrP1koZJGuY0YQRiKdLEJ3fL5U/I2QoA97VgvpZIUM8btoNkgvxFMXGOa0n+zyP14/RjxyfPLbNkd5QSHG9/fZvED0EHOiRSk9+JvZHpzixHnVGCAbkCLtuIeQknt6ecXcUpJkFCcbBALGaSBh4hTEkwgbSvSEqacW3N3o7sBviNfN9YuYwTO2mH6jVpifCjTwJFXfBbv9bRTImknIUryYuTHUi2uPqvQ6r8NuqGF6frRAlH0FHsK7mpWI2ceMjcBtJVj1dEvHa0ipngqCBPMf/sN8OHOLM3EIVMyX2bzQobwpmyfxaNCkYtuh0LxPfL/2EAFUPNIVOOiUZxMxdf1+IaIokzt/+UM8orZPNCn+TgU+TYgnmaaQ4lgbd8I1H/WoVdDc37JkyHlnk6VNV49dXsZMX39ANmj4QXl9ofzGgiwXnmvub1FSskYHTFgvDYE6jc2Hj1jgE08fpy0oCTMODrM8yiWkM5y/CrWAcPPnxqwRLxZTVlA63eVa7Wp1j848mfjlePoZl2mXfImH0agWSoUQRfB654rSjatAfYKQhIblBxqc6OpGmYMY2eRIYT9npj1pZziAjFYrlDXVIq/cuZJeRI2yMYQGRY2FfFC3KiEqLM8dYqrAJzp83nYp0dMkw0zzeEDziVsBRfEPV67HboLXmWYojV5CnWSwwlNXlI357+INVDBRyW5wYTME0fr197/M5/O3O6STKUCPtC1t2pbPneLKtDYD6d+J1nDG+0KP2oXkYLPKJB82oZTl1T6SnPsoMKAgi7wXjV+1x7FkxAKv5iMIMX5zwt9blcuV6PxhU0Bh5+D1A9ktmSt27zfqMx5l0iVeGb9eGuZ8+IgVPvH0cVoCjxeeNbxcGO4/7l097BsvBJXGBg0C71wtv3g6vfIj6doGGgmUHqA5jumJeDIHnMeFSklTERmLKJE0aND8YAP1Cb8sR+OSob/nj7/+EfUq0NgUnOQUjIJiQXWXE92g2/2yi8419zYvKb49Hg//TwmiQ9OIAmJNs4oblMrpKOdx0E0+etlu0z44mx4fX9/Pl4Z8P81JlK6JA2L8ZTzEE7KlDSm24sn0IK9uagWqGQ1MvYcudBpV6KpmGlcsShfkmbGYCmaru0u3AyaulwYwNnUouRBBjkgB8skBSQoKyG08f4eRmHTTc7AhhXxxn9UvnryAfTJ2IZ7cB/EQTwXXgulPxFFp89Ftw5eIJ/XpK8uGHQuLss0RD9gsPHNlWdPx3bnmq8U7zbU1C6R5ZrGPjAufePo47cBiQfA0izxNDe9eVzVslzPkhUkvNK/ARR5pXVoaVsIRE0fxjDCDO62h5Itu6PTiOR0yM6Di0bWM+qLh8czGtqN3ogHCUDr3JXK4rzGdytptb6ul7nI9yiQ+OcXF559txUBdFBKcH89jc0cphbtnsB3c1bS4+ASZQlOzSFYh4Dd8skiIiAKFHXSpjtq004xdtdc89ftfMTdJzbDK7JSv8ebd+9VyIZHc05Gm0fC8h/auLt5mjXG6Zdhi881tdaL+XSwNkDP3THAI6WfztpvXJ210Gnko25IXGY4kpRTseegoqkkF15TrlxJAmUSFJ8qJeyep5et6xS8z4+9uYAZN3WTenb5ZOtZR+mk+wuucUs1AvGcSVI/14snRq8y3feqmaUauj4wLn3j6OO3w9pRNTh4hIy0bh5k9TH7lDZ8slPxKFKs3u1QWlSMS1O9JEwbKVLSYnNNR8aTEjtKGQoLKg6JMtzlQtS+5gBDwfLNemDXRpgJPIU0tg2dsdjylNogpotxr+wwVTL1xh+VzUIp1d1nbpXa3v9MNJsFMWrdfGnmIMgLcd25CASrkyyxEm6YjCHvvGNUx5mwrKBkzTIAoKxp/8JFSro2m9H3Uq7okN4BAWXivEKZw4DWko1BtMBOd8ZTatMPzebJdmbitA0kBAf4KmpVSs8EsHkC2ubY0AE1Yvc90rRn5ekQCSvq9TD6qlMc8MmqVDH9g/C/3C37ZlFIn8b/yWHmtEPgfS1e8Dx9+DoKP0wrD5m13FkLibcKN5GNxwqTP4o/pfuSttaOSTkDJilItQF1LD/jltz/TjeKJBUGnxrBosejjO0SdROEh0ia1QZkQokgY/eOXl4n4veSJViuYxSHt+PlQ/CgLo06hSpLhWPrx8abJq9MkE/G5H9fI139ckaCqEaQeCahQr10T6BTnnuNg+pMN9UVyzuhGB18u2CnqbjRA7pnQo0BZhChfHyStWB+wn8SiMK99ppXz/1s/W+x4c93gcaEk//n3v6ZusWymfFAZvOWzxabbkPlOhuZz7ctJLE9akE42HU/9sMb5fyTSfDKgj4dw+JRAsRwXmy9vriVRSbw30Xx01aDZolDaI36TihwXn2/ublZcPias3o6g8uEjHHzi6eO0AaraE6NXyceUNsP5qEYu2mmu+3C+xIVQkhx9e924OmoTfJ7pg3jqvPD0oHiisLH4k4eoREPL7MyYTutMwOvrFpJoJY3IebVTRcnHVDAG9bxzzhRlfOnjzc23feoIQWR6ECValDo8wjTcUM6nrDlk1lYhXLbiCdm+44ulsukhU3HFrsOiiNtw+1GViIKirlGMbJjwQmIbwB8bDfb34J3UGKYuNfKbi887W4gujTKxAPJJ9I6C14qdn6ogUYASL+fnsbZlJCsS0EEN+Sdzcur9jSSTM63SFr5cuEOUYkW0sPa0RutygbL/3M2HJEs1JUD5GyWSuKgOlfNKfBfNR81fmy4h88lNVMSygT+aysrrHuq2Dx9u+KV2H6cFWBiZ1c17bI/aBZ1dug0Un5d/Wi+hzKBN+VxmQKdKcTc44AmktJVeGoycUvtJjjxZsiPQOAHHeKhVKfkc5IvOah3Jl9ZAPXy1UwXT9v/tnQd4k3XbxW/ZILTs2bLK3nvKRgRRBJGhvgIOVFRcoIKvihsH7j0+BfRVUAERB8oWZO+9Rwtlj1L28rvOnfzTNE3SJM3u+V1Xrqb7aUZznnuc8/4CtchBO/qH+1pq6/CL+Tv1hRkbzLjgxRWRnhgHsPfPxOMGCT5pGfcW43zHGFEzTmAPqrx4vGw/dCqD8MSWu2Fox/SPV1SvIHxhCo6qZ8PyaWLZGfA2NeDxb8AoyG0tystn83Zq1dOVl6gjEDDvzthqy4pHzOxndzS2WYjBHgkb1uZEDFvx9vz+cBuvtqj9Abb3x1hTsgA6Gd76oAYajG3AmB1JXHhe9PHAV9NT8Fh7G8tHjePUBN7T5aPMQOUcfp6oYsOPtF/T+Awz14TYw4oniXogeO7/ZoUmfGCuDRYjjnNdsEgZ8r8VNtE5tGMV+fDWRj5t1ZoFox1h02oP/XIRqiqv/bFZr2Pr1ogOCFG0YlHRQ1s7FGA5B7nTWDT7de1+rU5iBg4Z7/Oe6KBiE21uiMMRk9dJ69dmy7szt9qWh1BRwgxn6yrF5Y4WFWTUjbVl7J3N0m0Ko6WNpRls8DerWNS2OIKfgU1xZ9v39pZcELaYi8RsqmmJI3scTFubbIvldAWsdVzNm+LYEI2Jk6VViWnLTO5AZXpopzQxDLN+JHnNtJ5EYH7TtF3R3sXxGxCuEGzRafLY7aMxKxQLr2qnY9UT87OBAI9TLB893Kmq3u+o0l/79t9qkYWFL19/Jk7U8dAc9cuGLFdRSXRD4UmiGiTZ3DV2mZy9eFmNxd/qUz/D5iU87Pp8ukj+3HBQc9bhIzmsS3WfNzTDrdVuRE0oW+1o40JgoT0M70pHc3RUO0O55AEPRWzYG9Fk2rFoxcJse+HIjvJM95rqxYkK8rszt0mr12bLyMlrZfuhjKb2aCfbz7uhrXxfuwR5rXc9+eH+lrL8mc6y9vkuWm2yB9Wuq52c7EC0o6KE31l71J+aZDR2oaWKiUWtFyH0nOSNA5ifG/DYduYhaWadUfX0FGw028+h4sQOJ2+Yc4WAN2BDH7ctcuWVq0LzfwDz3cCMUlQMk0hbR7rVtcx5zt92JMM4hr/Q5aNrq8kfj7TRIAP8f8Ty0Y0f/uPxyYcjiFXFWAWe50hGIsQVFJ4kakHe84D/W6qzmg3LF5ZP/9Mog/fmur0pctNHC9TuBcLsu8HN05mX+4KpeMLKx5OFjUCCeUoYc4ey4oljwOIBGNS6oq3itj/lrM2ax9WSVzAZ3KaydKheQiuwD363UuM97Y3UkXKEhKUPbm2os78Ql6iOdn77bxn09VKtSJpKz1HrQpfBMYkGt8no3zdrtQk83LGK7Bp9vVaikOqzeGSndF8Pj0hs0aMqC5EAYfz7urSK2A/L90r9F/+SRi/NkFs+WShP/LhGPp67Xatm17+fFrfZ08XtDGN6UxnFJronwH7J5IpDkGP5DuLT/E2W31dW5zjhE+rOring9mnTNupt3qVWKVtLuXyYVjyrlrRYeKGK7OncbVaWjyZi+eiWeuozi8fVzZ8s1Fl4b5eP8Bh4sL3FD/aV3zame/4QYg+FJ4lK0MKE6ESLD//I0d6DHYw9SAjp89lC3VTG12CJCEk2WQVVMgiEcxevyH67FmMowIKC6Xoh6i4UTFq5VzeY0Xp+oF2aUfkvq5P12NB6DoclD1S43+rbQKt4qFZjxtKxZYgWM8Y1fn6wtTodwHcUhVrMc6Iief37C2TSir1qUWRvwWR/wgNj+CHfrtDkF3wvwghgfWMqvngbkz/9YxVekbOHt5dNL3WV2cPaaVQrKrBd7bLfTXUbCUNY7Hlj+hbdOoc9lGHg18s0DGHcwt3qJoCTM5wcVStVSEU3/lzMtnoKtutxwoZkKTOra/+5d/s3tInufyU0J2F/bTyoPry4D7DkZOIyw7XiifsfNmOBbLc7/j5ktM96vJ1WsfEYGL9oj3R+a5787uXyEU5EEOeK/6kfztke0OMmkQuXi0jUgfYUKlCYkcNZOKIw7U228Y8Uxsp4YQZowX94W0OtavkDDNujmqLG5YdPeZxpHcg2O0Sfo89kMIDIMpuuD3ZISBfNaLbZ/eXd6Q8gojDveesXi/X4WiYU0xdlZy/WJssbFcKv/9mlVUdUjIb9uCbd19rPVKIdfs/4ZbJs93EVQu/3byBdrTN99thXM8Fn83ZI55ol1ZMUXrHGL/aeNqLV2d/W7lfRgHnNNLP8U+mM0gHEpmNsJsYfIMJg7A+Q0IXnBP62zMYzIDBcpUNNXJYkzSsVC+n9i8cfYm7B4DaV9Hlp4jLDdcbTzHl+NGeHxqli/tzxpDkQFMPyUd8GckujOPnvz+t1QQ6RwnCgwPKQJyeHaOE/d0MtuWf8cg2J6NM4zvZYJcRA4UmiCrzQ3Dt+hdrgoLX8zd3N0rU5z1+6rIbKqMKBgS0rqJejv218MOdpEZ6npU3VEhLqjfZQtdlh1I/qH8Q3TMsNEGjY3MVMbVaSYwIBZt4w/wbrJ7QcsWiEiqArKha/Wl64qY7Orn63NFGriSa/GyBDHuIUtkwDv1qq1V+kI305oIk0d+Fd+eFsS449MOkwSBnCTJ6jCMHCEoQnKo6v9KybLklnZeIJzXUHyFzHeIMtyenIadlz9LSOFjimOSGVCKD9akzy0eqHiLDEiuZVYfHVP2nb8oZbGsdJzquukonLk+SxH1ar1RQ+ZgjmiCdSk+BWgKrzA+2raPvYPCcQwRqu1C4bo/ZeOPZ5Ww5LtyA+R1pVKa6Ps4/n7pBP5m7Xdj/snR67tqqGFWR2AotIVFTP52w5LC9M26iJV+Fi0k/CAwpPEjVgI/Ph71fp3CC2kJEvbX+2jcoMttuxvQvfQCSl2Ishf4It7ZmbQp/ZHsrFIrT5EdsHIOTsrWvMUlGHGiXSVUHDhSHtEmTxzqO64IHI1KkPtc606oSqOsTNPddUlhs+mG9L5QHtx8y1XYcIwmOzRmnXW/wmUx2LRtiSX7zjqOw5ekbnQtGat6d1QnGbSEFrFHY5AJU9IzqRjIQqprPnDNrkpkqK9qh9BRPz0RDOuHgKtveLFMgjOXNepUb6T/y0JiSzzlga/Mj6+BvZrabGfq63eoki5MEY8odvu72MLnvB+SGYwtN++QjeuvCkxcLQq79vlimrkuXVXnXc2nfh2J+7sbb8s/1vtbFDcIEn4Rsk+8AZTxIVoH3+3ynrdZ4LLcwvBjRJV/nB5nHPj/5R0QnDbET/BUp0pstsD7GlUijjMvGif/LcJd3Utm+3YsljqrUFHArvTk/nPdF2LFEor2w7dEpGTd3g8ffi8eeuyo2/H6LUlXWN/ccf6lhVxyTe7GPZRsdmtmOrHMfazzoOAIN0wzeLLbGw7aqVsPmmOoJKPyp/iI2965pKsvTpTjqjZwQk/DZhKzW8SzWteHpC45dnSpd3/5ZDJ8+ruMOI4JOT1moXIphgoQ0b/3AsuKlBWf0YxHu4VzsdU4xQcUSnJhTAu9aX5SNUxe9pYwnoePHXDdqJIsRA4Umigtenb9HWHhyQsHWM2TzD/G2HpdfHC7X6E1ckv0x6oJW+GAcSU2kNtaXSMWt6TjFrjGewwNLKuIUW+5qnutVIl0yDOFIsfcXky2UzHA9HIDrf699AH1NY1plsHc/wBOPx6fxzF7Qy3+7Nueqd6PgCbr8VbvK64ZMISybw5E9rM1gnwWgctzFmR3GSdfbCZZ2xBANbpRnGZwaEqBEMmPWE32aTikVs7XkAMYn0o+8HW6IYnQHP05mbDmbqLxookCOPGV10eO19e81iUYUwWGbLjAZxhXXRDbehq1jSYODr8hGcDHD8qMR7Y9NFoh8KTxLxfP73Dpvx+2s315Pr7DZ9USEa9PUy3exF5jY2193N6/mLBKvwRBsTIiDUOe3BrngiGhJ2MC0rF5P2DiLfLBV1r1c2ZBY7ntIqobgabQNsuUNQ+SI84deJjHP4dyI1CzO3eGzAO7HV6Nny0q8bbX6bH85O2wa2N6FH1RJVR4j2Ub+kpRoZL05ULQGSjBDLiWozqpftqnkn7vs0jtcMdZyooUvQYcxcTUiyfC5OZg9vJyO61dCTu3PWShzE6OQHWtlOMHCbYSEFYhlWUDjhMwR63g9tfXixmuOtG5fW+UiMoIonKtlp2e2B3273dPnou3uaa0XzUOp5XT66e9zydF6xBow2/Ld7TVv3AyejhARUeL7yyivSqlUrKVCggBQuXJi3NgkIPyxP0tkj0xpEJrFpV8I25tmf12trEy3d/w1urv88gwGEHlpTAEscoW+1By8uc2PySZu4hECxFxpouZkX0XBtszuCuEoIaLRtH/puZaZtQ1SAELFpgHck4iSRgoWlnEc7V5N/RnSU126uq61MVLSwBNPuzTm6oW4yzR3B9yMzHtoO2+qoNjnaFwEszhlLpDt8yEGHCXiZWItQxLHg74YPLk7a0PIvWciyrIcUpdetaVRPda0ujcoXUaGn37f3hGZ4P9+jtrpKLHiqoy7MBIOfVuyVtXtTdKTmievSjxjYKp5hvNFuj7FVwuLYRR9ThQK1fPRIp6q6HIhRgC7v/K3OC47HeEO9MtKiclFdYDMRqoQETHheuHBB+vTpI0OGDAnUryDZnD83HJARk9bq9fvaVtZkGGOnBDsPbFQDzKe93bd+0KtrZiZu55FT2Sou840/N2s7rnu9MlI/Pv1JJ15AIbSw5Y4KdCQA4YaWOxZSsImPTV1X4CTn2anpq5EQnY6uCVjeQOTlX4+2la/vbCrXVCmucYPYTjdAlOLn2YOlDiwwAeRtGwskgPERtDYRC7nj8GkVkH2aeBeGsO1gqgz4aqnGXNoL2kn3t0p3X0Jc46TutHWG8vbmlnY+WvDQudhoNos8wQRjC3j8maorxiXsSZvxjAzhCV9hPO6QgoXN8nABj1+4OPz+SBtpbk0+Gv3HZrnxgwUaUWzASecLPerocwgnnKEcGSDZQHi+8MIL8thjj0ndunUD9StINgb/hId+v0pfrPs2idPKGkDL55ZPFqmhN/wJP769kS5ohMLOIxzmPIO91b5wxxG97WGg/0QXSwSlPWabvWfDsj5HkoaCkjH55J1+DXRmEMbvv6xJ748JUAnFBvy3ixPTtcrdPfZwG6BF/u09zbWKVNbO+gttfbS5x/6zK10KDARVrTIxKjCfnrzONmMHcWsvNFFRtvevdQeEDdrTXd+br5v8qGQZYA3leF8hEhOzqPg6VG7N52EtdUM9yyLPJ3Mt4y/B5INZ23SGFst9qLg63j8mMz5czeMdgWDrUjt82u2O4ORowr0t5E3r8hFOzHp/slBPSszsMuaEB7S0nJhgRASJXyR7E1YznufPn5eTJ0+muxDiCCopg8cv139gaGO+2quuvrhjoQAzafAkRKXjh/tayvUh9Ii0bbaH0FIpmFvtEEDIFDdLMRAh6Y7l1Hm1V4mkNrs92FQ3kYAQfPbRkhBuqBQictKeOuU8by/XLBOTbvYQohVzls9P2ygtR8/S2xYWQdiahwiG6INVzY/L05ae2ldPm6dtb535dAcqqrA8gsD9+p/d+j6sb2Y83lajLqGZ0UpF1rm9TZaZocQCSVWHmekHOlg6D7+v359uJtaLAByf2HH4lP4NAN68jvG4xloKHqpmDCay2u0HMlTAwwH87+1jXT7q3ShO72fM1mP5CBV8/F/AeAm6LqjEw+eWZG/CSniOHj1aYmNjbZf4+IyJISR7g3lJmHCjXYsWD1JmUOnBMgXSZiC0UA3CPJpjmzfYwEQ+lJZK+Id//HTwttp/W7dfZ+vgPWkWchw/DzPxuuViNSM6EsFiECI+8fjDPKZW0VLOSd9PF6nXIeYKn7+xlu3rjTWRp5jser0+sqO8dFNtqVisgC4KYYHumtdny2MTV+ss3bAu1fTrXrRbTJq3Na2VuXave+9NHC9ao/BpRGUc1SsELsCKDAIYCyTX1bKIHvutZMzqoapYrVRB9Qd1BP6knWuWUgFilv7sCVSd++VfN+rjC0k7ZtHKHnOigGpnJBmat6hcTE9CcJsv231MwhXMz2MG+bvBzXXMCMtHeI7cNXaZnDx7Ud0twLszt8qhEEcJkwgSniNGjNAnrLvL5s2WiocvjBw5UlJSUmyXpCSLHQghAC/w//lyiYpLVJK+HNhE2+nYoH5kwmqtgOIFDxna9jGFoQIm8qbV7k3esb84efaSvhAHo+KJ2x5JP+Detgm6RONIOEZkegtOct67tYFufW9IPil3j1smN39sqbKXLJRXJt7XUhJKpoUWlLUu6XgLErVgWH9Hy4oye1h7+fyOxpqohPsTt+MNHyyw2S5BBA//cY2KYFQvDaiEOvMKxVIQlqT6frZIZzlha4UwBbT6Hf1H721XWd/ixA7PP8zowVoKum30zfUyVBUNiEc1oxXB2Gaes/mQzpXmznmVVjudYSqekTLfaUBSkDFg/8NhoSxcnSB+t1s+wv1y7Tvz5Ogpy/9tzAWbzgjJnnglPIcNGyabNm1ye6lc2fKPyhfy5s0rMTEx6S6EmPbegK+WqAUNKjFj72ym/5Ax5/n+rG22BSMscsDGIxxALjRG3yAMDqe69nUMFEetVkqwugn0YhWMy7G4AcFpfCAdK9VIv8HtcWP98IrI9BZsfL/dr4Fex/Z6cso5rfBMGtJKapWNSWel5M0J0JqktAqlWZQDOaxzfhgd+eWh1pomg9k/VCwNS3Ydk5s+/Ed/N04yUCFDxQltcgOE6Xszt0nHt+bqjCbEI0Yi0FJ3FYWITfWmFYvIxcv/anwiqqNgQIsKulTkCixBta5STIVyoD0ccdIDOyqArHr8f3BGpG2023N9XUvlGaMcoUiB8nX56I9H2+hW+7mLV9TQf5s1zQv2XMvDuHpLAotXr9AlSpTQCyHB5MyFS9quQdoL4gaROX3l33+l3+eL9cUaiyyv9Koj/ZpazLbDBYi9+KIFVJBhtgkLKtG4WARhDUEDHulc1anwN0tF11QtYbPjiWQcX/wxc4n7GhxJveCT8ERcZWbfVy+usI6XYJkOrg3fL0mUVOvikclbh4VN/tw55bO/d6qJPKplWExBixwnbgDjAqN61JLaZdM8Ll2BCvay3ctl3CJLIECZ2HzyhIskJHswDwthPmFZkjzUsYoESi6NXbhLx1lw0oPf44pISi1yBAECGOPAoteqpBNuRX84AT9jBA1MWrlPXvltoy7EGZ6bukGmDb3Ga7svEvkEbMYzMTFRVq9erW8vX76s13E5dSq02dUkskA1Y8i3K2Vl4gmt4sATEEKn54f/qOg0Hws30RkOlkqYCQuG8ERFC+MPqDT1t/qo2oMxg59XW4Rnr4aWjedI5odlSXLvNyvSfQwRgmZb97BdxdPeOD0zYDXlKRCmT19fUxY93UmesZp0G5AqYyxt0I7H4hCMviE6sTX/4W0NZeJ9LTwSncb83p6Xe9bxKOccBvPw/8TtAp9Sgz/HK2En9f6s7TYv0UL5cmcqPCNlo93xJLZjTcv9MH19+Lfb7cEI3i2N42TWsPb61oAxj++Wpo2GkOxDwITnc889Jw0bNpRRo0ap2MR1XJYvXx6oX0miDFSVMLuGTWhUcJCvbrFLWmhrb/78YOt08ZjhRigtlYLh4YkX/i+tZuVPXFfdabsWFRq86BfIkzNdqlSkAQH94extmjuO7WK8iM57or2e/KzZm6KtRLDlQGq6RCFvQSyhp0AA3tOmsvqA2oPoTMPuo2d0Fhozd3jxh92RN8s1lx3mk9t6GDeL32FcAL5dtEdSzqRVgv3Fm9O36Ilo/bhY3ah2BZaxTLU3Elvt9tvtqF6HYmY8q+AEeEyftOUj8A99PbMlAROeY8eO1SeH46V9+/aB+pUkisBjBZYt8EvEwsCndzSWVYnH1Rgew+lIkkFEn6t5rnAhlJZKwYjLxHwtkm0axBe2vTC6arNDdGJhJhKB0Bz1ywYZ89dWff+B9gnqXYi2LV5MAap6qFrab5O7Wr5xBPnqBvxsb08wlmYyL4dxlHJF8ksOH/7j21crwTQnHqau6FSzpNQoXUifszhZ9CfoeGDRCYzqUdutL+y+42f1PoSpPpbAIhFEn+IEfO/xs7rYFqlg+Qizn6i8m0hNkr0IKzslQgzvzdqmM2UozLzeu55MX39AXv5tk1q0IEll/N3NPDbHzq6WSjYPzwBZKUFMf780yWk0pn2lyQiVSN1mx1LO0O9XagsbfyLskp7smvb3Yoby7mssC1Wo0NvPsXnKx3PSbIe8tZrCHGdmptwQfk/+tFZavzZHTdaNzVZmwILonRlb051EYbTC04qbVj07uJ67zEo35Hmrl+jNDcvpEpQ7bItFRSPLSskxMrVDDUu12TEuNRJHB1B5N3PRJHtB4UnCjvGLdsu71mWVYddW0+xlpMXg9QLzbDCMd9bSDUeMpRJGBM5fcp/xHWmt9jF/bdEqEnwT4TXojHlbDqsQw+JH6zAeiXAF0lfgG/v7ugNqDfPBrQ1lUOuMW/tPda2h7V4YyRu8aeliy9cXcPubFr8jd7auKIPs0nsQp4mt97dmbJWWr83SyE13lXiIS2yxI2cbrfwpQ1rruATSaf72okWKEAd/dyYwMwyXBByP8Yd0R6RFZbqiax2LI8T0CG23EwIi49WbZBvgF4iWpkm3mbxynyzccVRfYL64o4nOs0VSxQIJSpjDwxJ0ovXFL/hb7f5vLWLsAWIM3U2ILldMsS4VwQLIMa883Dl40mIMD6si3Idj72xqi4N0BC31D29rpJvH9hvo3mL8Gj11e7j+vfnpPgah+a7V6glb70bwodU+5cFW+rnaZWPU3uZ/SxKl09vz5J5xy2TxzqMZhAza2HjuoT0N14jYArmlv3WJ7/O/PY/DxNbyEDt7qKxGJiI+1PhAYovdkzla22JRmI/mZAZO8vBYQwcFLh+ERCKR9UpAopq5Ww7JsB/WaDu9eqlC6kGIf7DYxP3p/lbS2YsX5XABItm0KGGpFExg2ByI1CIIlNHWF34sdCCL2VW1cKZ1U9ubhZlwAPGLN3+8UKt7OHnAFngrhwUeR9A2fNpuZg0RoZ5gUoeAJ21pdQlYtU86jplns1ACfz7aVp7vUVtHGuAugOfRF/N3aiIR/DR/WZ2sn/t16DVqcdO5Zkn9GsRu9v98sdz44QI98cN4BJbGYL8EHr+2ms2C6K5rKqqQhE0Soms9xX7Mwj7i0xc+mrNdPUpRvTQjDpmxx9pq9zZJKtzACVDbqpbH4R8Rtt1OiIHCk4QFyFmHbRJeIFHQ3H74lLYtEXv580Ot1Zg7UgmVpVKgWu1zthxS83JsSsMk2hVoB6JNC+GDKlukgGounBNMWMHkIa08th5qYueviGrh/hTLJrU7jCsAQLveHev2psgtny6SRyeulgN2sYMLnuqQ7gTgmRtqqZUTFlFMXjpmQSFacTIEJ4gvBzaVWcPaye3Ny+t9uX7fSU0Aa/vGHGn2yix9/iFpBqbshrgiBdQnFMAn1FPsl6xggg5x6wsQkF/Otyw7PdO9lsfBCGbGMxKtlNy12wmJRCg8ScjZejBVDeLPXrTMQKIKg9m17vXKyMR7W0S84XgoLJUgMAJhIK8zhX9YojEHta7o1iDdbLNjZCJSxiNmbz4ot32xROdSIQJ/ur+lVwsQ9h6e4OHvVzmNrbTHGLMDV7cTZjOf+mmt9PhogZ6kYbvZ0KVWKRWEjpWxt/rUT+eZie4BxgYcDb5f6VVXFo3spPPUmMXdb7d9DhcC+/fBvW0r2xZc7Ku1mYHMeQOqr76ABcMLl69Im6rFtWLr6WM26VhkWynZc23NUjo6gWp8KNwyCMkqFJ4kpOCF647/W5JuKQM83KmqfNC/oUavRTqhsFSCtyFeoEExP854Tlq5V9u78K58oJ3rtjAqfYt2HrXNd0YCPyxPksHjV+gJULtqJeS7wS2kmJPMeXfAtsfRT9MsymUGLMIcwTwkKqId3pwrE5ejYinSs0FZmTa0tVydx/LcGGi3QGRP88rF5B6HVvQEF4bdODkZ2qmq/Plom3QfR2W73ZtzZMi3K1TwAlR/sWwEQedoteQO++fyx3O3ex39OH/bYbWrQqsf2fKensygMoznAmzZvEmSClcwa2vGPuDpSUikQeFJQgaqOBCdiIEzYHMYCxCYK3PnyxdJhMJSyVQ7URmDDYu/bIWMtc6DHRL0BdAVU1cnq0hCNGO4W6agOoy5QdgNQUxhHvXLgU2cRn9mxjq7uUdEW4KP5m5X0eSMA3bVxAc6JGQYaej63t9a5UMsZt1ysTJpSEt5t39DnbGERRJcE1q5cQsY1qW6VC1pefyB39cfkBNujNxhY2Yqg5/f0Vgri9CHEDi9P1kovT7+Ryudd7epZGvfu/t5rsC8858bPBdNaM2/MM2Sxz6gZQWvLKf2WJ938UUKRE08o/HMZbudRCIUniQkpFptapCqYsAs4vf3No9Yv0dXmM3iE2cu2gRh0Dw8/dhmx5Y02q7lCueXAS2dV9kc2+zhfl+i6gZB8+aflvGB+9pV1ha1r3ZdSDAyoNJ7a7PyKsAfnbBaDtnNZBq+Wbw7Q8Vz15HTOnpy59fLdDyjeME88kbvejL1wdbSuEJRPeZxi3bbqp3uKn+oMr7dt4G2Zk0FdYoL66blu4/JN4stbf/RvepKl9qlNY4WS0t9m8TpSSEsjBC/+ezP61XEoTr8rfV7PKVR+cI2Qe6pJdA3i/borCoez492dj1X7Iw91nGAaGiz249X4C7FiY434w6EhAMUniTooHJ2z7jl6dI3qpUqqPGXeGGNNlBxhFgLZrv9mJ832lHV+niOJRMb1Wh3IxCb9p/U+TMIle51LYsQ4Qh8VYdOWKWCGjx7Qy0Z2a1mluZR7VOLAFrCSO7BiQAWd1BRtecjO+N4iLjRv2+SLu/MU0cHiMXBbSrJ7OHtpW/TeFsH4J8dR1SQYo7zZjcxkYa6cbEytGPVdFVNR8GH22LE5HUqkiEy7Tf4sbT0xi31ZcGIDvJwxypSpEBuXVoyf8vYhXv0Oe0pd7aupJV4LDMhDjcz4A7wzkxLpX14l+o65uENNvP4KFgsMmAEpFkly/9KbyrHhIQDFJ4kqGDRAgsX9ksO7auXkElDWoV9S9Y/c57Babf7e7Ho47k75OS5SyqiMqtimmonPAfdteNDCayeBn21TH5bu19n/9AW99Saxx2OBTwI9I9ub6Q+tJh5/WC263nPDmPm6ab4xcv/6nPiz8fayn+715KYfOlvw3ELLRVGZMVDfHoC2vj2lfdVSekFMpKTUFHEctHT1zuPMcSS3+NdqsvCEZ3U19O4NWBkxmzOe3Lb4DF5W/PyGRKbXIGY0tRzl9QZoV/TePEW458bTRVP0M263c45TxJpUHiSoIEqy8jJ6+Qvq7ejMbz+ckATKeTw4hptmBfpHUGyVPJnqx22QqYqiJQYd3NyqIIhVSac2+xoeff7bLEKQYsxfDO/L0DZ2yJZNsfr2KqNC3dYUn8cW+8QcBCHXw9qqseE73MEbdVZmy3Pn/+0qODx8WB04IsBTWzvw6PU3lUCyz7ghR61M42iRQX/9uYVZObj7eSrQU10DMAbuyw8ega3qawVcWTMY4HJFRuSU2TCMstC1Kgba/s0o7k7SoVnV+ucJ5a+7GeFCQl3KDxJ0EDaCNJQAF5AXrqpthpeR1qiTSRYKh07fd5vHp5v/bVFZwMxg9i+miUr2hVIwMGyWEy+XLZc6XACow43f7JQxwFQ3ZtwbwtpnYkxvE9cdZV6biITHSdcvRrGSZ/GcVr1Q8sdgqrZq7NsXw499fT1NXSeskMN1zZBmKfEz8DSD/xRvQFfb5ZSAAzgcaLw1KS1WmXtXLOUXF837fOZgdZ/xxqldAzA2/GE0rH5pHdjy5gAFrucgdvthV826t97Y/2yttayN+Bn7InCVjtAYlNjq28s2+0kkvB+bZMQH/h03g6b4TRiBdF+bJuJiIkmgm2plFbxzJqVEgSaWUYZ0a1GpgLDfG33emU9NvcOFquTTujSDsYQ4Ck5/q7mUt6PVTD7uck1SSc0CQgUsM74murz4dTz0v19y+cMi5/ulKlf7dkLl2XCsiS9ntlylys+uq2RVH76d71+wwcL5LkbaunCECq/L/WsHVS/VcRoTlyWqHOeEOmYRbXn17X7tSKKyM6RHuSxO+PIqQty5sJlFfYw1I82cCKBiidSjFzZahESbkR/qYmEnB+WJdmylRFZN/mBVtlKdNpXPBOPncnUUDycUoten75ZK04w80eKVGbCyNi7hFtEJqyJbv18sd4usCX6aUgrv4pOAMsjA2ZhEbUJIHy2HTqVwbzdHrT+//PlEhkxaa18MGubTF65V1vQGHMwj5dpa5LV7xYCCvOzvoAqJcZbDC/+utE2QlEmNrjCDLe/GXEwrX77xxIWrcAD7av47L9pqp3428LtRMgfXFfbUqHGY8XTiFZCQg0rniSgYCZtxOS1er1pxSLy2R1N/GrxEymUicmnlZtzF69I0nFLFGO4LxdhFnHulsO6Xf1El+qZfv3MTQfVuB7CqHH5tOjIUDNpxV5tJyOOFS3qT//T2CePzsw4kmp54Yex+/RH2+p1bHv/vfWw3PftigyLR/bAQgkXZ2AspXRMPhWh+ntOnde/qVyR/HpbQ1TZR1JmxtCOVWwzuwDVztubWZZ9Asm/kvEGeKBDFfl5dbLGaG4/lGrz5/xk3g5JTjmnf59JSvIFM99ZsXh0zXcasJCJEynYKmF2HvZdhIQ7FJ4koBTKl0tz1hvGF5FnbqgZlVUHTytNlYoX1NY12u2BFp5HrXZKRX20U0Lb2FSpsYFc0YPjtXl3NigXFub/+Bsw3mH+DiT+wBbIG5HmbVsXFLdWOlGdfHfmVhm/yDKXiWWae9pUkgc7VJEGL/6lc5UA/pyoikJYIvlo7/EzlusnzkryibP6dUZ0Apy8PDnJcjIH0B0vWSivxmaipQ9BircQbbiUK1wgXYiAYxoT5nchyvME6z6z+zXVShVST0qIJmy4v92vgf79n82zbLv/9/qaWUovS4zS+U7HJSMITxj7U3iSSIDCkwQUbMj+OjR9DF92BXOeFuF5Wjo5d6wJm1b7b+v2y9q9KVq9Q3xpZqDNZzwZezYMfUQmTNaR+PPVP5ZIR1TNRnStEVBBjEqkqTJ/tyRRxvy1xXY/XFurlDzTvaZNAN1Qr6xtHtbdCAOWfzATitQgIz5xIgAfzX1WgQohioUuXEyspSN4HBhB6ljtRZzke7O2yhPX+TZHmVUgxCE8p65JlseurSaj/9gk5y9dkRaVi9o2t33FttEexVZtmPNEAMKiHUcl5czFsLUwI8RA4UlIkEiwVg13BthS6cyFS2pG7murHRUwk+Rzb9sE3f7ODCyCoGqGtp83cYaBAGbow39cqzORAILvnja+t2s9xczYYVkHF7NJDhP5NlVLODWaRyylO9Bmh1Y+aLVe+nXoNVKnXGy6qi4WyVAphQjVaqntuqWCitlTfA0uOJlwBozsccFme1ql1FI9RSUVpvGBWjyC8MYIxPxtR+ThCav0tsPfDPukrP7OaN1od5wfx0wxQhtmbDqo/q6EhDMUnoQEecEIOdXBaLOjteupwbg98E3cc/SMCk60hj3BVO96hdi7E1Gs93+7QrPMYQw/pk99ualB4I8JLfFnp26wvQ87KVTv4LXpGL95KPWcPgagqTyxCPpuaaKK+iYViqQTnQDCDPcTLq4qp2j5G0H6w/IkmbnpkNs5XWcgaaicE0FqWvolCubNUjUZVU8ITyPY4RNas4zn3qCZxWVG64ynAZVhCM/p6/dTeJKwh8KTkChLL7JfLPK2YoTloPdmWtJ1Hulc1aMlHCzFwKoI1Tn4LYYKCDrkmyOKFSMCn97ROEOl0d9geeizeTvlk3npt7LnDG+fYZbSsGSnZbu9RumYTM3aUX3+3xKLgfoAH+1yEDEZmz9WKhcvKC/9Ztlix2b7kPYJ0uq12eliPHEfwtzdvnp6KPW8VtCRTuQqoQgnOWUL57MI0sIFbG19I1axHGWWq66yH/K00rxSUfWkxKgAjhexrFkFbWekNBk3jWgGKUbvztwmf287os9hX044CQkWfHQSEiTMQhFmARHZ6BiFGA4b7Z//vVNbsjjW/h7GE5qlomuqFLdZCAUbiN8BXy2RpGNndZ4RyT+OvpD+BC1uRBW+8tumdIs/AMEIrkQnWLLrqL7FDGNmYNsbM564XbtarXN8BXnnuH3KxuaT4ddVV3HSoXpJrXKaVi1EaOsqxdIJdojr/SnnrC38M7YW/l7rMtT+lLM6J4p5SstMpeXvsweC1gjcYT+sVvN4s/gEcQrRipGI4T+ukcevrS5F/OB8seeY5QQPi1cF8kT3S121UgU1HW3nkdMye/MhvydxEeJPovvZSEgYgVhQvAiigoSqZ4NMfDGzah5fzMuNdlQMv5xvMfl/4rrqGVrErgSYicgMVZsd85KodOLvRiziuDubebSF7ytYEHth2gZZbK1cQsg93b2mfLVgl6xMPJHpTKz5vhaVi2X6u8ZbbY9ua1Y+S9v4SCky9+3LverYKmI4uYDwxGMS12FQ/8SPazUnHpVHgK1ynIi4cmKAz+iBk+dsgtRWLbUKU7w1G/wANkkfzM6YVoTnBkQoxDa2tE21NM5aOfVWPEZrVKYz0NlAu/3juTvkj3X7KTxJWEPhSUiQ2+0W4XkqYMLT17jM92dtU1sfzAraRyu6A0IL86BI5+lSu5QEG3hkYqYTx12nXIx8PahZwKquiL98a8YW3VhH8S5vrhxyf7sEvcCu6I3pW9LZKTkD1Uu0qzEBgfZyZmJx+Z7j6qN6e3PfbXIuXr4iT/60Vo8ZoxCIuTS0r15CSsXk1Y14tLoReQrB9sIvG9TayBMQeYt5T1xcOQwcPnVemlsjQhEeEV8kv0WoWsUpWvl4XuBi5jwdQQVf2/fWudI02yhL1dQIZcOeI9G/WGTP9XXLqPCE9y4M+O0ttAgJJyg8CQnyghEqXoGc8/QlLhNC+PulljhGxBN6Ohtq2uxIUAl2OxO/G61ZLN6gzY+ZzkDMtqGihznLt2ds1UUd0L1uGRl5fY10YsvYKRX3oM3uyXznN4v26NtudctIyRj3cZru+L8Fu2Tj/pNSuEBu3bB3FI19m8RrBXLq6mR5q28D6fPpQpm8ap+eSHStU0ayCpaOkCtetWRBTXBCVGbLhGLpquYYD0nzMU3byjeV09Rzl/RrcEE11BmI4rVfgBpnvf1wn8FxwJeZ50iidtkY/dtxu83besgv9x0hgYDCk5AggjmsQFsqHTvlfasdnpOYwUMUoyctYLP48uva5JC02b/4e6e8Yo1URFsR2+uBMIb/Z/sRbatvPWi5v7BpDfHmeBvBwgpVV1Dcze2OiqIn850nzlywjTAMbFnB5+PffeS0vDNjq15/pnstp6IYwvPDOdtlwfYj8mqvulrBReXs6SnrpXGFon6rIJtmu6P2gxjETCwu9eJcb+abtj38S23VUqtAhSCFbRTmVHGxZ8bGg3pBcph9hdTRZB+t/nAIPvAV3I7oVHwxf5fOH1N4knCFwpOQIJJgLJUOBa7i6e1y0arE4/L7ugMqCJ7qWsOrNvfxMxdVmLSyq2AFErRtX/19k3y5wGIMf/c1lTTdxt+CAVGvL/+2Uf7cYLEXgo/lsC7VNRkGizKOHEm13OZov7urupqN9uaV3N9eE5clqYl6rTIx2gL3BVQSR05epz8HFeHejcq5jF3E52FnNHF5ojzauZrM2XJYZ1nx/V8MaBzySqFlMz+3pqA5A8IfllaIozUC9ZO5lvQjgMOH0T5srFzZmWEzvww2800r37r4ZCqoZWLzaYU4nIHYhPCcvemQ+tlm16Q4Et5QeBISAkulXUdPa4XRmYjxX6s9j0fiZLQ1UrJ3ozipXtpz83fj3YmKYzBekFFhfeKnNdoSBk9fX0MN7v0JBAyiGz+fv1N/H+6fO1pUkEc7V3XbGj9inatFRdGVSEMrHq1m4G6+E4+LbxZb2sQDW1XwWfT9uHyvLNp5VCt9qGS6+zkQ1BCe+J7HOleTt/vWlx4fLtDFo59W7JU+TTxzOAgVGPNAcIEJL8D9aITnmue6SL48OWT/iXPpYknNVj4qpliOwmY+5pVxcQaeqrCFcqyYmutlC+fPUrynP2gYX9g2s4tqvf08LyHhAoUnIUEEL1qorEDUoEKDalMo4zLnbDkkS3cd00qdN96JsINCSkqw2uzwJhzy7QoVR1i2eeOWenJzI/8ZZUOAQ9Ai1x0iBMBW6Lkbanskxo+kWoWnm7Z0mn9nIbd2QXM2H1IxhJlMX83v4VCAii0Ydm11KZ/JZjcSi/B4wXIPqp2I+ISt0evTN8sL0zbqTKar5aFwxIhH3IYmQhJOB67cDjDHezD1vOw9lraNb9/Ox/sQptjIx0UsZgMZQPXfXpBiI99eqHrii5sVUPmHp+fYhbu1i0HhScIRCk9CgggqaLB3QeVrx+FTARWemVU8UVl7/Q/LJvag1hW1YuMp09cdUPGMSEgsNQQSbILfNXaZLpVge/6T/zSWdtX8Zwy/bm+KPD9tgy3nPL5ofp2H7FKrlMfVxiPWudoSHs13um+zj1tkUTX9msT7XEGDWDx57pJGmN7ZOnPjeczHwlsTPq4Tliaq8ES+PSqeuF1gsfS/e5pnaaQB4j7YwtPTjXZU7M3GvKsRD1SsUSVNs41K8zSFOMWMLx6ruCBQwRkY2Ui3jW9nsg/j/Zj8ubI81gBbJQhPzLXC0cATWzRCggmFJyEhaLdDeGKzvX11//5szHWhOgiKZbLVPmnlXtlyMFVn5x5oV8Wr32MfkRnI+T9kbQ/4aqkKCVTkvhrU1GU0pLdASLw5fYv8sCJJU3UQC/lQxyo6N+qt4DMb7e5uc0+EJ05GUNXFTYq4TV+A4Pht7X49yRl9c12PxyD6NY1X4YkqOEzhy8Tml7f61Jdu783Xlj3EzF3XeBah6o5gTIuajPaKfvLwhOCGswAujcoXcSqqMe9sL0jtt/OxEIUTAXwNLuv3nXT6ezAfnD6WNP2sKZ4DmT3fmlYsqgtuOBnCYy7Q6V2EeAuFJyEhyWw/GJDNdlPtRDsa1RNXII3GbDs/2CHB1o70BIwILLbaAt3UIHBG1ahE3jl2qb6Aogo5/q7mLk3MvQGV2vGLdms0KDahQc8GZWVEt5pSOtY32yKblVKhPJnOd7rLZzcWSp1qlPSpGo6s+md/Xq/XEX3pmO2e2eIbjg2jF5j1fLhTVW1NwxwfPxNtd3hwosod7tjM44MUlQkxiA4DLq4SszCess+FyT7EKWazT7nYzDdgXresXbU0bSvfIlRLFsqnJxzX1iot3y9N1O12Ck8SblB4EhIqS6UAeHketbZ8i2RSGUH1CjGISN0Z0NK7DPBf1iRrhRAiJVBzf/O3HZb7v1khpy9c1s3usXc11RfVrIJq3ku/brTd9mhFP9+jltoGZYXMPDwh5sx8p6sRCIgOLPKAgT7mssPEHjOqGOfAQpS33NosXo8VW/UPdaiilb7/NC+vVVS4GCDuctKQVmG/3Z14LPzM4xGRG1Mmt1pyOQOm784Eqbl+MPWcbubjsevqf0funFdppdpMRPy14YC8dFOdgCwxEuIrFJ6EhKTiGRjh6cliETwiP55jiSx8vEt1r9rKaClOWRnYiMypqy3G8IhZhE3TZ3c01rjRrGa5Q3AixxqgFfnkdTXklsZxfrFiMnZKroSnJ232KSv3qvjEKEbrhOJeH8Py3cds2/BosfsyH4rFlFFTN6jYmb/9iM7S4gTmjd71pMs782TN3hT1+EQ1NJzZfSTy4jKRNIRqsquKMir1GIFQQepk1hQnknjOJB5L28pHtyBQS4yE+AqFJyFBJsFqqYTK1Onzl/y66erJYhGEA+bNUH3zVjxu2p+qc6HYzL8+AAbVyBN/+TeLMfwN9crIW33rZ8mLEK3nD2dvl6/+2aUvyhhBwLLN0E5VtQLlLzKreGZmHA9Bb5J2BrSo4LUYxmzvU5PW2paSWvkgXAHEKtwCUBGfuCzRtsSFEYSXetaRRyas1mjVDtVLumwpZ24gH9jqG26L5JSzYVfxzCpYAMPf4+pvwrLgwZPnrFXSMypKkV6GVjwh4QSFJyFBBn6QEIYQiajEeTOHl1UPT1SyICrAU91qeN2CM2k6SDjyZi40M7A1/Nr0zbrcAiAOn+1ey+dqJH4elqden77FJgqRS/7sDbVsJv7+BFnkoISTGU/8fpN81MyFcfzCHUc1w/3qPDl1u9xbPpqzQ43RIXyfvr6mZAUsGZmtaBy7EdPwa/1zwwG16Xn8h9Uybeg1IfetdAaEF0ZBcFu6S5GKNvBcxvynxZ0ia6MjhASS8B7UISTK5zyxxexPjlmNzF212t/6a4u27FB5a++lJREqKmiDg14uUnB8AZYvw35cYxOdI7rVkOdu8F10Iomp1ycL5Ymf1qpwwkLS14Oaytg7mwVEdKLChixxVxVPT+Y7x1lPBlBt9HasYOvBVPlkrmV04sWbamf5hAAziHAOQIV4knXm1FQqX+5ZV/9GLErhsRSOmI328sWuDnniEiEkIxSehIQwwcjfc55prfaMAggRiMYGaWS3ml6/KKNdjEQU2C+heugPMGpw97jlelyo2MC+B1nhvggGtBkfn7haen28UNYknVBrGqQb/floW+lQo6QECrPQhcUO3Dau2uyu0oqwTAK/TJNU5O3JAFrsEIkwgUdWtz+4taklqQhLRvb+mxDOr/euq9cRW7rE+reF43ynv6yUCCH+hcKTkFAuGB05HRARVNRJixF2ONAQ3euV8ckLc7J1qQjf748MaFQjb/1isW5Lw0Pzy4FNfGozo+L48dzt0mHMXJlsFdZ9GsfJ7OHtNFITs3GBxN7D05lgNolFrhaL/rckUa78a0lKMpGPnvLt4j2yKtEisl/qWdtvFb4b65fVVjUen0usFVtDp5qldI4UjyVUqo1vbLhglmuiab6TkGiCwpOQkFoq+bfVbmY8HVvtC3cckblbDutyzRNdvHeth9XL9PX7/bbNnnj0jNzyyUJZuzdFq2jf39tCF1a8AZU4zCF2eedvtRFCckzD8oVl6oOt5c0+9f1iv+SV8HQi9o+eOq/LWK78O+GniqQg4K2tFeZ135i+2TavCxsdf4GFtx5Wj1ZzfPY8c0NN9Y7EPOUr1mjOTLEWTgPd/d5tbbVH0kY7IdkJCk9CQljxxHKRP6MEnW214+cjgxzc1ry8y7xqdyCXHZ6a2JBt7CS5xRvW70uRmz9ZqCbf+Hk/3d9SGnhZgd12MFUTjQaPX66pRiUL5ZV3+tWXSfe38luykT+slMx8Z/VShaSYk89PW5OsSTYQcTCN9xTcp89MWaf3SZMKReT2ZuXF3/RvavmZv68/oBZc9mAOFY4DEJHfL02S2ZstowLhAE5qAIUnIeEJhSchIaB80QI604gqHWyV/AUqbI4Vz9/W7dfKIlqnvvov/mwXkZkV38t/th+R/p8v1iohllgmD2llE+GekHL2orwwbYN0fW++RkvC1umB9gkyZ3h76dXQP56cvm60OxOe7myULBZKlqWi21uU98qUfdra/TJny2H9+1/rXTcgf3e9uFhdiMIymrn/7cHowF2tLRGaT01aJ8etJz2h5NLlK5J0nK12QsIZCk9CQgDmDiE+/blghO1w+HPaVzwhGt7807J9PLhtZZc+k5mJ2XlbD+v1mxr43mZH4tGgr5fqTGDLysVk4n0tNPva0yWa75Yk6hzn1//s1vevrVVKZjzeVp7sWsOvXqj+jMtcbJ3vbO5kvnNV0gnN7MZjwVQXPQEC74VfNuh1ZMt7OxfqKZgXvdVaSZ3gsGRkeOK66mp4fjj1vDwz1RLVGUqMiTpu0zIePrYIIcGFwpOQKJnzNBUnFL/gFQomLEvUVjQEJ7K7fQHtYAg9VMB8zen+asEuefj7VSoKsJyECExPDdzRrr7xgwXy9JR1OkqAY/jm7mbyxYAmYVHVQjoMKOEg6nGs7uY7x1stlOCP6c7w35FXft+ks7zVShVUB4BA0rNBOcmbK4dmh69OOpHh8/DxfLtvfa3e/7Z2v55cZGogH8DjxWMd4KQuFNVvQkjmUHgSEmJLJRh/+3OxqEiBPCoEUFl8b+Y2/dgjnav6XBWcsjrZJkK8xcyXvvirZQFlUKuK8kH/hh5txSPq76HvVkrfzxbJxv0nJSZfLhl1Yy3545E20qaqf+yc/MGRVOet9qW7LG12CETHzx1KPacjEGCgF0tFC7Yd0Tx3zFa+1rtewDf24Qnava4loWrC0iSnX1MvrrAM7VhFrz/783q1tQoVtsUiRkQSErZQeBISJZZKjotFMGSHGIWBen+rL6O3oBoLT0wIWVjs+GIM/+m8Hba2LIRjZpUobHpDMHd8a678una/iiwsRWGO887WlSS3F7OQweCo1bTfUVwudmOjBBGH6i+28D2NnoSzwMgpa21itVEWl7w8pb+13T5tbbJL66QHO1SRuuVidQb3yZ/W+nVhzhfz+HCohBNCnBNe/8EJyUb4u9VuH5eJihpyz43g81Ws/WytdrapWlxKFMrrlTH8PeOWq/cnROubt9RTceLOZxJi5fd1+6XTW/PknZlb5dzFK9KsYlH5deg18mqvuk63wsMB02p3nPFMWywqlkGQ/2/JHlsF2FNwmyQdOytlY/PJ8Ou8t8TylaYVi0hCiat1Ee4X6+PBETy+4CqACizmgb9zYsEUDEyrvWJxVjwJCVcoPAkJccUTfoyo8mWVY3Z+ku/P2qZCAdZCvqbZQAjab7N7s4x02xeLVYDky51DvhjQWPo0cV9xRaoSzOQf+N9KvT0grj64taEuINUu678s+0BsUR+3Wg3ZVzxRfcZcpLP5zr82HNQEKHx9tzqWNnZmrNubYjuReLlXHTWMDxY4WTDLTxOXuRaUWHJ60iqIX/ltk636GEzsZzwJIeEJhSchIaJ4wTxSKF8uTYAxs2n+aLWfPHtJvRXByG41fE6zWZl4QlNgCuTJqRvknpB07Izc8ukiWbM3RYoUyC3fDW4hHWuUcrsQ9czP66T7+/O1NY1Flkc6VZVZw9praz/cs7Zxm+P+w/QAZmsd5zurlsw432kslG5rFu/RjCYqpIjFRLoRFpHc3Z6B4uZG5TQSFPfrxuSTLr8O9kqIBsVJz7Af1uhSmsG03wN1l+Ln7zlmeR5VZKudkLCFwpOQEAFRZZvz9MOCkWm1L9h+RF/wO9Yo6TKm0ROmrNqrb7vWLi0F8mReYYMggTE8TPFhiP7TkFYu5xBRKRy3cLe0HzNXvl1siYzEEsusYe3ksWurSf48WY/kDKaHJ8YbMFKQ2XwnKrvY0sfX3tbcs1z2L+fv0uWqwgVyy3M31pJQgDGHLrVK25wSXIH53TF96mtFdvme47YqbTA4lHpexzNw25Yr4r8UJ0KIf6HwJCSEJPhxztNUPE1V6amuNXz+WfD/xGIP6OlBmx2RnP0+W6R+jjAdn/xAK0lwYQy/cPsR6f7+Ahn1ywZdRsHXfz+4hXx0eyOJKxJZLVLbfGeGxSLn853jrdVOiPnSsZn7TO4+clrenblVrz/bvZZPPqz+on8zy7jElFX7dNHJFfFFC8hzN1gE8lt/bZXNB1xXSP0JbiuAk55wW0AjhKTBZychYWCp5M+KJ+jdKE6ql/bdWBzzmSfOXNSFolYJ7qumv65NlkFfLZPU85e0zTrxvpZSyol5N9rw932zXG77con6W6IV/3LPOro81DKT3xGuOLNSOm4339ncLrEo5cxFFW1goAdLRWgdj5y8Ts5fuqLLXWh3h5LWCcUlvmh+ST13SZfA3NGnSZxGgF64fEUen7hGT2QCzZ5jjMokJBKg8CQkhJhW+w4/WCqZXHDw+LXVsvSzzFLRTfXLuo1yHPvPLhn6/SoVGFhiGndXM4nNn94Y/syFSzLmzy3S6e158ueGg9oKxTY37JH+06KCV1GR4YYttahg2nznEuv94Djf+eOKJG0Fo8KLTfHM+HH5Xlm086guaL3Ss27I513RRu9nXRJz124HONbRvevqyQXGBLDsFjwrJQpPQsKZyP2PT0hUVTxPZcn70H6Jo331ElK2sO8zbifPXZQZmw66bbPjWN+Yvlmen7ZRl2vuaFFBPrytkSbZ2H/N1NX7pOOYefLhnO1a9WpdpZj8/nAbeb5HbVu6UiSTJjzzum2z4/4Zv2iPrdqZmYiEHdbLv1lM94ddW13Kh4mYgjsBRlmX7T4u2w+5Hw8pWSifvNKrrl7/eO523eS3EBgBvdtYKXGxiJCwhsKTkBCCF0loELQvzbygL/y0Ii1V5pnuNbN0TH+s268iERW72mVjnG5ZP/HTWvl4rsUYfniXavLiTbXTLdfA/gfb7Y9MWC0HTp7TFu1ndzSWb+9unqURgHDjqM3DM6PwtG+zz9t6SB0CkL50U4PMjfhf+GWjnDx3SU3Z72ztuddnoMEIBZbWMrNWMlxft4z0bFBWl8fO+sEyzB2JVuFJ83hCwhsKT0JCCCqEWIbIyoIRPECfnbrB9n5WX3jNHCKqnY6VObTN7x2/XGMbITRf711XHupY1fZ1qAA+9dNa6fHRAlmx57jkz51TDexnPNZOrqtdOuTt4kBttZuK54kzafnszSulVTzHLbRUO/s1jc/UIeCvDQc0ThO372u964bdKILx9Jy0cp+cv5S5mHyhRx0p7WTm15+gum6LywyT6jAhxDnh9R+NkGxIQhajM8cu3G1b3sA8YFY2emHebqyAHCtz2Jq/7YslMmeLxRj+8zsaSz+rCMHvh3VOhzfnysTlSdp+R6ULc5xILLJvwUcTaVvteWzznfjbq5QsaEt6gr0UlrWguTHT6o7UcxflOetJxL1tK4eleT5GOUrF5NXHw4yNlpGMzPLe37ilnu39TBJTfeL4mYvaNQA0jyckvAle/AUhxOWcJ4SJLxVPVNg+nrPd9n7Z2Kz5F5pIRGyn21sbYSN94NdLdfsefpL/N7CpNK5gWZCZs+WQvPTrRttmPtrDz/eoJY0rpE/siUYcZzzT5jvT/vZvrLOdHaqXzLQa/cb0LTqaULFYATXSD0dQge3bJF4+mL1dM+dvqJf56EDbaiVk1I21tApep1xswBaLysTmi9qTHEKiBQpPQkJMVkzkMWeJWUADjMyz0q40pvH2EZkwPR/41VI16EaU5fi7m2k8Iip5EJyzNx+yVf2evK6G3NI4Tjego50rV/61eaemCc/0xvHIrP9xuWX+dkBL99XO5buPyTeLLSL11ZvrhrWAgvDEwhjCCjBb6cny052tK+klEDAqk5DIga12QsLFRN7LVjva4mizg841S2ZZeML2ZuvBU5InZw7pVteSIb5ox1Hp++kiFZ3VS8EYvrUumIz+fZN0eWeeis5cOa6SwW0qyezh7aVv0/hsIToBMtqNm0Cxgnm0+mzM0k0+O+Zl4W9aqfjV0rZqCZc/C7OSiMUEsCxqlVBcwhmYxF9TxXKME5dnvmQUaMx8JzfaCQl/KDwJCZOKJ7aevTHafuuvLfr1aOua9iUEUFa9OzvVLKlenDAJR6UTwqlZRRjDt5D52w5LhzHz5LO/d8rFy//qvN+fj7WV/3avJTH50vt3RjtmvhOjB5irNfOdCSWuVishVJBNUhHsptwJ8o/m7JAdh09r5fTp67PmShDsJSP4jSICNZTYNtqLs+JJSLjDVjshIQaLGlfnySmnL1xW8YnFlMxA+9tsn4/sVlMmrdybpYonKndTrfOd2Gb/ZtFuee6XDSqkrqtdSga1qiQDv14ma5JO6NeggodYxA5Wa53siON85xKHNjva7qggF8iTU3o3jnP5c7YcSJVP5lrmdGFLhWWcSODaWqWk2NV5tBqOhTO8HypsG+1FWfEkJNxhxZOQEAOLoUp2RvKe8Pr0zSoKu9crI/XjC9viMote7VuWN1rqEBCodK7cc1ztmfDzISYwa3jrF4tVdBbMm0uevr6G/Plo22wtOp2lFjkax4+zjkFgXtYxzcle8KPFjuoxbmukP0UKeXLlsAnqCUtD227HCRuglRIh4Q+FJyFhQOXinlsqLdxxROZuOayzlU90qa4fO+Zg6+Mtpnp66vwlbaMDVOr+2X7EVgnt0zhOZg9vJ/e2TVDRkd1Js1LKq/Odm6zznTCOx/ztXxsP6PsDWro2gEdleXXSCSmUN5e8dFOdiPM5hS+pcTbYn3I2JMcACypzX1B4EhL+8NWDkDCLznQH5gZf+2OzXr+teXmpaF1MMtvVvrTaz164LNPX788QvXnmwmW9NCxfWKY+2Fre7FNfZxdJxlb7Uof5zu+W7NG0Hszfukpqgjh9888tev2pbjWkdGy+iPSgxSIV/lbMeoYCs9GOtn+hbDZnTEgkQuFJSARZKiHRZu3eFJ0JfdjO5/FoFoQnKnOYL3WkZKG88k6/+jLp/lbazifpOZJqEZ4wijc2Ss0rF9Mkqe+XWiyUBrWq6PIE4pkp6/R2b1qxiNzWzLKoE4nc2sxS9Zy4LEktpoIN2+yERBYUnoSEAZU9sFRCRrqpkA1uW9m21IIXe1j7gGI+zHhOW2Opdhpgp/RA+wRNHerVMHt4cmZ1xnPJrrT5TrgBoAINM/PONZ0v3Exbu18XcnBbj765bkTfxt3qlNEMelRw4esZbNKiMrlYREgkQOFJSBi12iFYMC/ojO+XJmpbEYJzcJvKto+fPHfR1iIvcrXnrUZ8z3dLEmXmprTYQyy4zHi8rTzZtYZcnZemF+4wc4W5cuRQD1TQolJR21IR4jGd5awfP31BXvjFEov5UMcqasYfyWD5zAQOTFgW/CWjPUdY8SQkkqDwJCQMKJAnl1bIAPwcHcHSz3szt+n1RzpXTScKTZsdCyp5c3mWdoOZxB4fLpCnp6zT92Hh9M3dzeSLAU1YOfKy4okEJ8x34uQhOeWcrNmbopVMs3jjyMu/bdL7rFqpgnJ/uwSJBvpbRwWQ3W5ul2Cx5xjN4wmJJCg8CYmABaMv/t6pYgX+mf0dBI1tsciDjfbkE2dl6PerpO9ni2RD8kkplC+X+nH+8UgbaeMmWYdknNE8aq14bj90ytZmH2+tdt5Qv4xtFMIeGPDDcxXL66/1rhc17gA1y8ToHDBsoSatCO6SkS0ukxVPQiKC6PivR0gUWyodSj0nX8y3WBw9cV11Tcmxxwggd4tFWHhBxbTjW3Nl2ppkFT7Yip87vL3cdU2lDD+TuOfk2UtywZrWs916olC1ZEH5da1lXnagEwulMxcu2SrM+Hyj8kUkmri1adqSEYR5MMDjen/KOb3OiichkQGHuAgJ84rn+7O2qa0RKkrODMZNxRN2Mo5AAPyx/oC88tsmXf4AiL8c1aOW1C5ridkk3nPY2k7GTtAO6/2FljvEKO4nZy4A787cJknHzkq5wvll+HUW/9Vo4sb6ZeWlXzfqiRPiQ42RfiBJsm60o3JfJEISnwjJ7lB4EhLGlkoQocaaZ2S3Gk4Nxo+dPu+04olYzRembbBZ/ZSNzScjr68pN9QrE3FG5eHGUavwNO5B5YsWkL82WJa0BraskOHr1+1NkS+tVeuXe9bRBKhoA3PHPRqU1ccrqp7BEJ67TUZ7sQJ8TBMSIbC/RkiYWSphZs1sqY/5a4te71ijpMsXcse4TGxNP/PzOun+/nwVnXlz5ZBHOlWVWcPaa1WKL9D+22i3T885cPKcVp0RY+pog4VYTNylPeqXjeqo0X5NLUtGsJRKOXMx4L9vD62UCIk4ou+0m5AIBS1YiMTzl67I3uNntIX++7oDOo/5VNcaLr/PtNqRBw4rn7dnbJWUs5YX/e51y8jI62tIXBEuXvgTx83t41aRdWuz8hmcBb6cv0vtlgoXyC3P3VhLopn6cbFSo3Qh2XwgVaas2iuDWlcKymJRhaJ8fBMSKbDiSUiYABNxbK2bdvtoazRm70ZxLmMX7YXn69M3y6hfNqjoxIv/94NbyEe3N6LoDADOLINy5rhKF7bswdznuzO36vVnu9dyuukeTaCaDvENJgRhyciYx3OxiJDIgcKTkDBcMPq/BbvUaxMV0MevreZ2uWL+trS0GCxYYIbw16HXSMuEwM/YZVecCc8utUpJ2cL5be9DdI2cvFYr2G2qFpebG1lM1qOdng3K6eMWVc/VSScC+rsYl0lI5EHhSUgYWiqZ6MFBrSumEzP21jxj/twind6eZ/tY4wpFNObSVWIO8R+HUzOmSw1wsFD6YXmSztjmz51TXu1VN9vM1sYWyK0jHmCCdTEuEGB2du9xi1MDZzwJiRz46kRIGFY8zczmA+2qpPs8qmhTV++TjmPmyYdztsuFSxYvSfBe/wZSuEDmJvLE/xXP6qUKSYvKRdN5r8LCCgzrUk3is9kMokkymrY2WVO3AsG+42d18S5f7hxSslB0jzAQEk1QeBISZgtGhgc7JGj1yN6S55ZPF8kjE1brBnV80fzyVp/6ts8Xs261k+ALzwGtKqSraL7wy0Y5ee6S1IuLlUGtMprJRztNKxbRkyj4zyKwIBDsMW32olfrfDQhJDKg8CQkjPh722HbdSwVGZHz1E9rpcdHC2TFnuPaukWC0YzH2kmTipb0G3wsfx7PctpJ1kDV2V54wrwcc42GvzYckN/W7ddlo9durpctxx4gwk2064SliQG1UmJUJiGRBe2UCAkTTpy5IN8s2pPOHHvKqn0adZlqbVf2bFBWRnSrKaVj86Xzk3QXl0n8C6p45y6mjTj0aRyv5ung5LmL8uzU9Xr93raVpVbZGMmu4MTpzT+3yJq9KbIx+aTfbwtjpVSRwpOQiILCk5Aw4eO5O7Q9a+j9yULb9brlYuX5HrWkcYW0OcJ0cZkFKTxD1Wa/wy6p6I3pm+XgyfMqhmDan50pVjCvdKlVWqu/E5Ylyos31fHrz6d5PCGRSfbrAREShiBHfezC3Rk+XrxgHnmjdz2Z+mDrDKLTPi7TWU47CbzwhF+q8V5dtvuYfLvY0lZ+9ea6ki83Rx/6N7O021G5P3vhcsDiMgkhkQOFJyFhwNt/bU23oW6YPby99G0a73J5wjEukwSe5BPnbNdNotS5i5dlxKS1eh2zja0Siofs+MKJ1gnFdQku9dwljdH0F1eu/Gvz8KR5PCGRBYUnISFmx+FTMnnV3gwfr1kmRmLypW21O+OYdcaTrfbgsfuIpcUL2lUroW8/nrNddhw+LSUK5ZWR3WqG8OjCC5ww9WtiqXpOXOY/T0+4OuBELVeOq6SMdd6ZEBIZUHgSEmJOnbskqGeiZfvVoCZqAg92HTmllR13mBlPLhcFb6MdM4vgme41VVhtOZAqn8zboR97sUftdBZYROSWxvGCgv3S3cdk+6FTfo3KhD9qdnQNICSS4TOWkBBTP76wLP1vZ5nxWFvpWKOUxBfJL7lzXqWb0/tPprV13bfaKTyDAWJMEQUJ+ypss8PA/KlJa+Xi5X/l2lqlpGud0qE+xLADDgwda5TU6xOX+cdaKZHznYRELBSehIQBxQvmtVVu8La8Nelm52H3FSLbVjuFZ1AYb7W76tmwnFY2v1m0W/PIC+XNJS/dVCfbxGJ6S/+mliSjSSv3yflLl/23WJTNEqEIiQYoPAkJQyqXsGS27zycNk/oDLbag8f+lLMyfcMBvT6gZQV1Injjzy36/lPdati8VUlG2lcvIaVi8urjdcbGg1n+ebRSIiRyofAkJIwz2zOreB612Slxqz3QfLckUVvrzSoVVRulZ6asUzN5xEPeZs0mJ85BFb+vdclowtIk/5nHF2fFk5BIg8KTkDAkobi14mm3Qe3ImQuXbAk6RbnVHlDQHv7eGv04sGVF+WVNsszZcljy5Mwho2+ux6xwD4DwxCTCgu1HJMlqheTrgpctLrMoK56ERBoUnoSEdcXTtfA8arVSypMrh1zNnPaA8se6AxpPWjomn1Y8X5y2UT8+tGMVqVLScpJA3IMN9GuqFM+ytRIW6k5fuKwiFh6hhJDIgsKTkDCe8cQcoavEF/vFIi61BJZxiyypUrc3Ly+v/bFZxU/1UoXkvnYJoT60iFwy+nFFkly6nDEwwRNMtbNsbH7Jm4snXIREGhSehIQhWBYqbPWD3OWi3c7FouCwdu8JWZV4Qi2u4orml0kr92q17bXedbXaTDwHllM4UUKePUYVfGH3EVopERLJ8L8mIWFKZWsG+M4jzheM6OEZHMYttFgodaheUt6esdU259mwfJEQH1nkAaHeu3GcXp9gnZn1lj3W+VButBMSmVB4EhKhlkrHbBvtFJ6B4uip8zJtbbKtwpx07KyUK5xfhl9XPdSHFrH0a2rZbp+z5ZBaVPlupcSKJyGRCIUnIRFqqZRW8aSVUqCYuDxJM8G6oAHVAAAM3klEQVTRZl+ZeFw/9nKvOlIwb65QH1rEklCioC5oIQ32x+V7fTaPr0jhSUhEQuFJSJhSORNLpWPWrfZitFIKCFh++d9iSzsYkZgQSjc1KKstd5I1+lurnthuv4Ib1gsSaR5PSERD4UlImJJgZ6kE70JHuFwUWGZuOqSuAoYiBXLLczfUCukxRQvX1y0jMfly6e0LX09PSTlzUY6fuajXTawsISSyoPAkJEwpX6yAwJf81PlLcjjVMs9pD5eLAst4q4WS4dkbakmxghxr8Af5cueUXg3L6fUJyzxfMtpzzFLtLFEor1zNcQdCIhIKT0LCFHgUwnQb7HCyYJQWl0nh6W+2HUyVhTuO2t5vU7W4TSgR/9DfGjOK7PYjpzKeWLmNyuR8JyERC4UnIRFqqWRmPFnx9D/jF1kslED+3Dnl1V51adLvZ2qWiZH68YV1fnbSCs+WjBiVSUjkQ+FJSARaKp27eFljAwHbv/7l5LmLahJvGNalmq3yTPzLrXZLRs7mmB1hxZOQyIfCk5AItFQyi0Ww+cGSBvEfqL6dsYr6enGxMqhVxVAfUtRyY/2ycnWenOrcsHTXMY+FZwVrJ4AQEnlQeBISgZZKRngWKcCcdn8Ca59vrG32nDmuktdurie5cvLfZKDAghDEJ5iwLCnTr99trJRYgSYkYuF/VEIiwFIp6dgZOX/JUoUD3GgPDLD2MSL/vraVpVbZmFAfUrZZMvp93X61S3LFmQuX5JDV3aEiPTwJiVgoPAkJY2Abg5QceGwnWtuM6eIyaR4fEAulSsWvloc7VQ314WQL6sfFSo3SheT8pSsyZZXrJaNEa0Z7bP7cElsgdxCPkBDiTyg8CQlj0EY3c572lkpHbRvtXCzyJ0usc4bYYofXJAnOY/xWa9Vzgpslo91HuFhESDRA4UlIBFoqmRlPenj6l49uayRfDmgiLROKhfpQshU9G5STvLlyyOYDqbI66YTTr0m0msczKpOQyIbCk5AItFRiXGZgaFuthHSuVSrUh5HtQOu8e90yNmslZ+w2G+2seBIS0QRMeO7evVvuvvtuqVSpkuTPn18SEhJk1KhRcuGC5QWTEOK7pRKXi0i00c/q6fnLmmSNiXVlHs+KJyGRTcAMADdv3ixXrlyRzz77TKpUqSLr16+XwYMHy+nTp2XMmDGB+rWEZAtLJbbaSbTRrFJRPclCZX/ammTb3KeB5vGERAcBq3h27dpVvv76a+nSpYtUrlxZevToIcOHD5fJkye7/J7z58/LyZMn010Iye5gwxqcOHPRJjjZaifRuGTU31r1nLA0Md3nLly6Isknzur18hSehEQ0QZ3xTElJkaJFi7r8/OjRoyU2NtZ2iY+3/BMiJDuTP09OKVc4f7p2+9FTtFMi0UfvRnGaxrVmb4psTE4rPOw9fkYtxQrkySklGBFLSEQTNOG5fft2+eCDD+S+++5z+TUjR45UcWouSUmZJ1kQkr3mPE/LxctX5OQ5ywwc7ZRINFGsYF7pUqu0Xp+wLDFDm7180QJM6iIkuwnPESNG6BPf3QXznfbs27dPW+99+vTROU9X5M2bV2JiYtJdCCFplko7jpyS49Y2e46rRArnp5E2iS76N7N0uqas2idnL1xOF5XJxCJCsuFy0bBhw2TQoEFuvwYznYbk5GTp0KGDtGrVSj7//HPfjpKQbI69pdJRu5z2HFCfhEQRrROKS1yR/LL3+Fn5Y/1+ublRnK3iWaE45zsJyXbCs0SJEnrxBFQ6ITobN26si0Y5ctA2lBBfSEsvOsXFIhLV4GSqX5N4eWvGVpmwNMkqPK1WSkVZ8SQk0gmYEoTobN++vZQvX17tkw4fPiwHDhzQCyHEt4on8toPpZ7T6xSeJFrp0yReR0mW7j4m2w+dopUSIVFEwHw8Z8yYoQtFuMTFxaX7nKssXkKIc8rE5JN8uXPIuYtXZE1Sin6MG+0kWikdm0861igpMzcdku+WJErScdNqZ8WTkEgnYBVPzIFCYDq7EEK8bz9WshrJL911TN+y4kmimf5NLQby/1uyRy5e/lfy5MwhpWPyhfqwCCFZhEOXhETYnOfmAxZ/Q1opkWimffUSUiomr5y/dEXfjy+aX3JymY6QiIfCk5AIIcHaZoSRNijOVjuJYnLlzCF9m6SFiNBKiZDogMKTkAhbMDKw1U6iHXvhyahMQqIDCk9CIoQECk+SzYgvWkDaVbPY99UszUARQqKBgG21E0L8SyXrjKehGGc8STbg7b71Zeamg9KrUblQHwohxA+w4klIhFAwby5dtjCw4kmyS357v6blJXdOvlwREg3wmUxIBFHZaqkEihRgTjshhJDIgsKTkAi0VCpcILdu/RJCCCGRBF+5CInAzXa22QkhhEQiFJ6ERBANyxfWt1UcNtwJIYSQSIBb7YREEI3KF5GpD7bOsOFOCCGERAIUnoREGPXjLVVPQgghJNJgq50QQgghhAQFCk9CCCGEEBIUKDwJIYQQQkhQoPAkhBBCCCFBgcKTEEIIIYQEBQpPQgghhBASFCg8CSGEEEJIUKDwJIQQQgghQYHCkxBCCCGEBAUKT0IIIYQQEhQoPAkhhBBCSFCg8CSEEEIIIUGBwpMQQgghhAQFCk9CCCGEEBIUKDwJIYQQQkhQoPAkhBBCCCFBgcKTEEIIIYQEBQpPQgghhBASFCg8CSGEEEJIUKDwJIQQQgghQYHCkxBCCCGEBAUKT0IIIYQQEhQoPAkhhBBCSFCg8CSEEEIIIUEhl4Qx//77r749efJkqA+FEEIIIYQ4weg0o9siVnimpqbq2/j4+FAfCiGEEEIIyUS3xcbGuvsSuepfT+RpiLhy5YokJydLoUKF5Kqrrgr14UTFGQlEfFJSksTExIT6cIgX8L6LbHj/RTa8/yIb3n+BB1ISorNs2bKSI0eOyK144uDj4uJCfRhRB554fPJFJrzvIhvef5EN77/IhvdfYMms0mngchEhhBBCCAkKFJ6EEEIIISQoUHhmI/LmzSujRo3StySy4H0X2fD+i2x4/0U2vP/Ci7BeLiKEEEIIIdEDK56EEEIIISQoUHgSQgghhJCgQOFJCCGEEEKCAoUnIYQQQggJChSehBBCCCEkKFB4ZkN2794td999t1SqVEny588vCQkJajVx4cKFUB8a8ZBXXnlFWrVqJQUKFJDChQuH+nBIJnz00UdSsWJFyZcvnzRv3lyWLl0a6kMiHvD333/LjTfeqDGAiG3++eefQ31IxENGjx4tTZs21cjtkiVLSs+ePWXLli2hPixC4Zk92bx5s1y5ckU+++wz2bBhg7zzzjvy6aefytNPPx3qQyMegpOEPn36yJAhQ0J9KCQTJk6cKI8//rie3K1cuVLq168v1113nRw6dCjUh0Yy4fTp03p/4cSBRBbz5s2TBx98UBYvXiwzZsyQixcvSpcuXfQ+JaGFPp5EefPNN+WTTz6RnTt3hvpQiBeMHTtWHn30UTlx4kSoD4W4ABVOVF4+/PBDfR8nffHx8TJ06FAZMWJEqA+PeAgqnlOmTNHKGYk8Dh8+rJVPCNK2bduG+nCyNax4EiUlJUWKFi0a6sMgJOoq0ytWrJDOnTvbPpYjRw59f9GiRSE9NkKy22sc4Otc6KHwJLJ9+3b54IMP5L777gv1oRASVRw5ckQuX74spUqVSvdxvH/gwIGQHRch2Ql0GdAZat26tdSpUyfUh5PtofCMItC2QzvI3QXznfbs27dPunbtqvOCgwcPDtmxE9/uP0IIIe7BrOf69etlwoQJoT4UIiK5Qn0AxH8MGzZMBg0a5PZrKleubLuenJwsHTp00O3ozz//PAhHSPx5/5Hwp3jx4pIzZ045ePBguo/j/dKlS4fsuAjJLjz00EPy66+/qkNBXFxcqA+HUHhGFyVKlNCLJ6DSCdHZuHFj+frrr3XujETO/Ucigzx58uhzbNasWbalFLT98D5eEAkhgQF701jgw0LY3Llz1T6QhAcUntkQiM727dtLhQoVZMyYMbrtZ2AVJjJITEyUY8eO6VvMEK5evVo/XqVKFSlYsGCoD4/YASulgQMHSpMmTaRZs2by7rvvqqXLnXfeGepDI5lw6tQpnYE37Nq1S59rWFApX758SI+NZN5e/+6772Tq1Knq5WlmqmNjY9W/moQO2illUwseVy96fDhEBmjJjxs3LsPH58yZoycVJLyAlRIsy/Di16BBA3n//ffVZomEN6iUoTPkCE4k8H+UhC+YiXcGOnyZjTSRwELhSQghhBBCggIH+wghhBBCSFCg8CSEEEIIIUGBwpMQQgghhAQFCk9CCCGEEBIUKDwJIYQQQkhQoPAkhBBCCCFBgcKTEEIIIYQEBQpPQgghhBASFCg8CSGEEEJIUKDwJIQQQgghQYHCkxBCCCGESDD4fxm84MkejwRWAAAAAElFTkSuQmCC"
+ ]
},
"metadata": {},
"output_type": "display_data"
}
],
- "execution_count": 391
+ "source": [
+ "from matplotlib.pyplot import subplots\n",
+ "fig, ax = subplots(figsize=(8, 8))\n",
+ "x = rng.standard_normal(100)\n",
+ "y = rng.standard_normal(100)\n",
+ "ax.plot(x, y);\n"
+ ]
},
{
"cell_type": "markdown",
@@ -1663,6 +1854,7 @@
},
{
"cell_type": "code",
+ "execution_count": 40,
"id": "04eb327c",
"metadata": {
"ExecuteTime": {
@@ -1670,24 +1862,23 @@
"start_time": "2025-01-09T11:52:28.809810Z"
}
},
- "source": [
- "output = subplots(figsize=(8, 8))\n",
- "fig = output[0]\n",
- "ax = output[1]"
- ],
"outputs": [
{
"data": {
+ "image/png": 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",
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""
- ],
- "image/png": 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"
+ ]
},
"metadata": {},
"output_type": "display_data"
}
],
- "execution_count": 392
+ "source": [
+ "output = subplots(figsize=(8, 8))\n",
+ "fig = output[0]\n",
+ "ax = output[1]"
+ ]
},
{
"cell_type": "markdown",
@@ -1699,31 +1890,31 @@
},
{
"cell_type": "code",
+ "execution_count": 41,
"id": "e678d266",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.895919Z",
"start_time": "2025-01-09T11:52:28.863383Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "fig, ax = subplots(figsize=(8, 8))\n",
- "ax.plot(x, y, 'o');"
- ],
"outputs": [
{
"data": {
+ "image/png": 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/PfYzHj7fYGmCJ42Jbr5xHgdtt5b3zEotcCH2x3Gli3N86Mnn0559+/u3JZ6zzzdYmq52GhNjy8Z5HLTdWt4zo7TAbd96aipVLUMFfL7B0rR40piY0BBfGMuNbortsT+Og9pMolVuLe+ZNrTA1TRUwOcbLE3wpDExoD5aKcLiD+fB/dhv4D21iQD0odt/lD7xrYfTZ7+7r38b99cajNbynqm9Ba62oQI+32BpgieNiq6xKCkyO3Psl13cV2qEGk26VW6175naW+BqnKzj8w2OZ4wnjYsP3ygpoq4gtctVQmc175lBC1yE3ziqV1kLXK1DBXy+wbEET4oQH8IlT2iAYeScwLOa98ygBW7x5JzZAifntGmogM83eJPgCVBoq9wkVhiqtQVuMFQghiws1aI89UaALnWoAPA6wROgwFa5SZYNqrEFrvahAsDrTC4CGJNxTeCpqWxQTibrQP20eAJrNoku4Un8mzW0ylnju51DBYDXCZ7AmkyiS7iW1WkmMYGnLSsMTVKNQwWA1wmewKoNuoQXt84NuoRX0/05iX+zpla5WssGAQzDGE+gmJVkaludZphWuavOf2f/dtiu4JrLBgGsRPAEillJpsbVacat9hWGAE5E8ARWZRJdwrqZrfENtJvgCazKJLqEdTO/TtkgoK1MLgKKWUnG6jRvUjYIaCMtnkAxXcK6mcczQQmgVIInUFSXsG5mgPaa6vV6xdYlmZ+fTzMzM2lubi5NT083fTrAMqxcxEJeO+iW+RHymjGeLeWDn9pXkrE6TZ1qXnUKmDzBs4V88ANNaMOqU8BkGePZ0g/+xUW4Bx/8sR9oV+/GQ08+n/bs29+/bWpVpzatOgVMjhbPFlnpgz862mN/lGjR7U7bdWG4SUm9G6OsOmUIBXSX4NkiPvihvEDWlW5tq04Bw9DV3iI++KEbw01K7Na26hQwDMGzRXzw03UlBrKmezdyGaw6tdxghti+uSOrTgHLEzxbxAc/XVdiIOtK74ZVp4BhCJ4t4oOfrisxkHWpd8OqU8BKTC5qmcEH/+KJFbMtm1gBNQWySfVuxLjVpQYNTL3xnm+idyM+Y6JyRtsrCgCrI3i2kA9+uqrkQDaJ3o2YLBW/U6+w3g2rTgHL0dXeUoMP/qvOf2f/VuikC7o03ES3NlCjqV6v12vDovMAXarj2aVC+UDZRslrgifQSgJZ+3hNof68Zown0ErGGba/FXvTvzk5/fVV56Z/+3+2qxUb2swYTwCqXI3qhZdfTf/3d/amXf/9scbODRiN4AlAlatRDXzzwafSf/+fz2Q8K2C1BE8Aql2NauA/73m0+qVQoQsETwCKNewqUy+8/Fr1S6FCF5hcBECxM9j//9++NPT/U/tSqNAFgicAxc9g78JSqNAFgicAxc1gH3W05uYWLIUKXWCMJwDVzGBfylSLlkKFttPiCUBVM9gXautSqNBWgicARRh2ctCNl21N733HRstmQoUETwCKMOzkoEvOOc1yqFApYzwBKEK0XkbX+XLtl7HdJCKom+AJQBGiyzzGa4bF4XNw3yQiqJvgCUAxYpLQ7msvSLMzx3a7x/3YbhIR1M0YTwCKEuHy8m2z/VnuMeHIJCJoD8ETgOJEyDSBCNpHVzsAAFlo8YSOrxSjOxOAXARP6PCa2LE84cKVYqwCA8Ak6WpvaSvWQ08+n/bs29+/jfuwOHTuuGfvccsTHpw71N8e+wFg3LR4toxWLFYSFyLxN7LU5Uhsi4722B+zinW7AzBOWjxbRCsWw4gxnYv/RhaHz9gfxwHAOAmeHWnFCrFftzsxkWicxwHAsATPltCKxbBi9vo4j2sD46IB8jDGsyW0YjGsKJkU435jCMZS8WrqjeUJ47guMC4aIB8tni2hFYthxYShCFVh8dShwf3Y34WJRcZFA+QleLasFWu5qBDbN3eoFYsTi5a83dde0G/ZXCjux/YutPQZFw2Qn672lrViRStNhMxeh1uxGE6EyyiZ1NWVi0YZF23NcIDxEDxb2Iq1eLxatGIZr8ZSImR2NVQZFw2Qn+DZMl1vxYJhGRcNkJ/g2UJdbsWCYXVpdn+MU3UxCpRA8AQ6qSvjopWLAkpiVjvQWW2f3a9cFFAaLZ5Ap7V1XPRK5aLit4v98bvX/rsC9RA8gc5r47ho5aKAEulqB2gh5aKAEgmeAC2kXBRQIsEToIUsowuUSPAEaHG5qLA4fLapXBRQF8ET6JyY8f3Qk8+nPfv292/jfhu1vVwUUB+z2oFO6VpB9baWiwLqNNXr9Yq91J+fn08zMzNpbm4uTU9PN306QOUGBdUXf+gNIphWQIDJ5jVd7UAnrFRQPcT+tna7A5RAVzvQCQqqHy9Cdo1d8LWeNyB4wlj5QiyXgurtGOta63kDrxM8YUx8IZatqYLqJV6MLDfW9eDcof72Use6Lnfe8Z77j/fsTd8o9LyBNwme0OEv8i4WVI/XZKlRnFNvlBkaZ0H1Ei9GVhrrGs9D7I+Z8OMKyOMI3yc674Fb/tv/Gut5A+NnchGskUkrddTUzF1QfXAxsnhc6eBiJPaXPtZ1HOL3/NDtP0qf+NbD6bPf3de/jfuj/v4rnXd48V9fS1//0RNrPGNgkgRPqOyLvE3GFUpKK6he8sVIzrGu4wzfw57PXf/jKRd5UDBd7dCCSStr7cpsYhxiU8MTchRUL3kGfa6xruPu0h/2fKLVs0uVCaA2gidUOmllXOMImxiH2MQ4w4Xi35xkMCnhYqTpsa7jDt9xPm875Y/Si394bcVju1KZoK2T32g3Xe0wpi/y5T6qY/vmMU9aGVdXZlPjENs+PKHpi5ESxrqOO3zH+XzykvcU+7zWKPdQFwiCJ1Q2aWVc4wibHIdYcotg7RcjpYx1nUT4vvEj701v++M/WnZ/089rTUqd/Eb7CZ5Q0aSVcbYaNtnqWHKLYM0XI6OIv8mf/aePpH+44YPpv/778/u3cX9cf6uTCN/xfP3Nv3vfkv9mKc9rDUqe/Eb7GeMJFU1aGWerYZOtjk3U1GzqYmTx+NnZghYVmORY10H4jtazeD17YwqJNTyvpSt58hvtJ3hCRZNWxtlq2GSr46RCSdcvRkozqZDY9ed1rdo+1IWyCZ5QqbW2Gjbd6tiVlqucFyMlmlRI7PrzuhZtH+pC2QRPqNRaWw1LaHXUctUNQmJZmr7opNtMLoIOT2pqYlLUcqHkqvPf2b8VOuuWawlU2j35jfaa6vV6xX4qzM/Pp5mZmTQ3N5emp6ebPh0oVo0rF9E+TSxGwOp5vWgirwmeAExsCdTB5UuuFnRG46KT3HnNGE8Aql4CldUz/pbcjPEEYE3avgTqKIxxhRPT4gnAmqgL+TpjJqGQFs8777wzvec970kbNmxIH/jAB9IjjzyS42EByEBdSGufQzHB83vf+166+eab02233Zb27t2bzjvvvPTxj388Pfvss5N+aIBOaLp7dxLrstek6bXPm379YRQTn9UeLZwXXXRR+vrXv96/f+TIkbRly5Z00003pVtuueWE/69Z7QB1dO8OWvzSMosRjGtWe4mzsCPsfeJbD6943D/c8MGxT+Qp5fWn2+ZHyGsTbfF89dVX089//vP00Y9+9M0HXLeuf/+hhx467vhXXnmlf/ILfwAov3s3x2IE8ft86PYf9UPeZ7+7r38b95vuxm5qjGtJrz8UMbnod7/7XTp8+HB6xzveccz2uP/4448fd/yuXbvSzp07J3lKAK1QYgmjSS6Bulyd0EHIarJOaBNjXEt8/aG6ckq33nprv5l28PP00083fUoARSq1hNEklkBtegxliWNcS339odHg+fa3vz2ddNJJ6be//e0x2+P+7OzsccevX7++PzZg4Q8A3S5hVHrIamLt8y69/rTLRIPnySefnC688ML0wx/+8Oi2mFwU97dv3z7JhwZotS6VMKohZOUY4zqJ19+MeFpXQD5KKV133XXp/e9/f7r44ovTV7/61fTyyy+nT37yk5N+aIDWGnTvxhjHpaLC1Buhpw0ljGoJ2ZMc4zqJ19+MeFo5xvMv//Iv0x133JG++MUvpvPPPz/t27cv3X///cdNOAKg7O7dptRUJ3QSY1wn8fqbEU9r63iuhTqeACfWlVarXHVCu/D6R3d6lKFabtzsoLX0Z//pI624cKGsvCZ4AlSuxKLqk9CVkD3p17/Jgve00yh5beJjPAHI073bdjnHULb59a9hshbtJXgCUI2uhOxJqmWyFu0keAIUritd6eTRpYoIlEfwzMQXB7AaxjUyqRnxMVlrapnJWm2piEB5TC7KwBcHMM71ybs+k5vxNHT4bmJczGoviC8OSqQFvnxK3rAao4ZJnwWMg1nthYg3dHwALJXsY1u8tWN/zNL0RmdYa/2iWOqL6W2n/FH65CVnpRs/co6/xQrXJzfZhhM1dAyKwi/V0GGyFrkJnhPki4NxW2vX2HJfTC/+4bX0lf/3/0t3/Y+n0t/8u/dphS+AkjeMQkMHtZj4kpld5ouDcVrrEncn+mIaePFfX0v/0XJ5RVDyhkk1dECTBM8J8sXBuKzUmhFifxy32i+mhVb6t1Y611gZZc++/f3b1f47XVfT+uQ0T0MHtdDVPkFqpdWvlIH34xi2McoXzmqHgJglOz5K3rTPJD9PNHRQC8Fzgnxx1K2kEDWO1oxRv3BGbRlZzcQGTiyer3jeFv8dxgWrMF+XSX+eaOigFrraM31xxBt+objvi7i94ynHbRytGYMvpnE/5riGArC0+IyIkkn/cMMH03/99+f3b+O+z4565Pg8GTR0hMVNGRo6KIkWzwziCyJmEpbQZUuds0PH0ZqxsAX+RPFvNS0jKjhMlpI39cr5eaKFnBoInpn44qhHiSFqXMM2Bl9Mt/y3/9WfwZ7G1DJiYgOU8XmioYPS6WqHSkLUuIZtxHE//8+Xp7/66Hv7hePX8m8NmNgA5XyeDBo6rjr/nf1boZOSaPGEikLUuFoz4vjPfvT/SDd+5L1jaRkxsQHq+zyBJgie0HCIGrXEyjiHbYzr31LBAZbmogyOpasdGpwdGrNZP3T7j9InvvVw+ux39/Vv436NKwep4ADHM9scjjXV6/WKrW8yPz+fZmZm0tzcXJqenm76dOiYSdfdW67u5eDrp9awVkrR/a6dO2UrqS4wNJnXBE9oIIjEvxstm8vNdh10v0W9RsEnD8GASXNhQ1uNkteM8YQGymANW2Ll4SefT5e89+1jf3yOZdWldig92CmrB4InNGLY0imf+c7e9Df/1/uEno4tGMDotFhDHUwuggYMWzrlxT+81sgSnV0ySoFvylTaErfA8gRPaLDEyrDtZ9Y5796CAYynxTp4/0A5BE9ouMTKSrS4TZYC33XTYg11ETyh4bqXi5etXI4Wt2Zan2N77Ffgu0xarKEugic0HD7v/A8XDHWsFrfJUOC7blqsoS6CJzTsg2efqsWtYVZdWp0YN/nQk8+nPfv292+bGEepxRrqopwSNMw652WIcBklk0quA1mSUsoXef9AXaxcBIUo5Yscalzu1fsHmmPJTKhU6SuvQMnLvXr/QDMsmQmVsqQebSpflPtv2fsHymdyEQBDU74IWAstngAMTfmi4en6h+MJngCMXL4o1kHvnWCMZ9fLF5nsBEvT1Q7A0BTcH37W/+KxsBHWY3vsh64SPAE6XIB9NRTcX168htHSudQrOdgW+2t5rWHcdLUDNKD2rlgF9+ub9Q8lEDwBCinAPuiKraXVUPmi45n1Dyemqx0gI12x7WbWP5yY4AlQaFcs9c76X27AQWyP/V2f9U93CZ4AGemKbTez/uHEBE+g03LPLNcV2365Z/3XWh2BbjK5COisJmaWK8DeDblm/ddeHYHumer1esVeGs3Pz6eZmZk0NzeXpqenJ/pYljaDblluZvngXT/JmeWDxw69zI9NezT5NwyrzWtaPAu/YhSIIf/M8niHxf5osZrE+23QFbv4c2e2kM8dytf03zCsVueDZ8n19EoOxFCzEop8K8BO7X/DsBqdnlxUcj09a/1C+2eWDwqwX3X+O/u3Qie1/Q3DqDodPEutp1dyIIY2MLOc2vkbpladDp6lXjGWGoihLRT5pnb+hqlVp4NnqVeMpQZiaAtFvqmdv2Fq1engWeoVY6mBGNokd5FvGDd/w9So07PaB1eMMVlnapl6ek1cMSowDXmYWU7t/A1TGwXkCy1bpMA0nJgatwD15TXBs+AvsRIDMZRgqffG7PT69ImL35Xe8/Z/U8x7uIbPGYC1EjxbxBcVDLfow2KlXaS5kATaSvAEWnsh9qHbf3TCcmMlDkuxpjbQZvMj5LVOz2oH6rJSjdsSF1uwIATAmwRP6LAIOw89+Xzas29//7b08DNq7doSFluwIATAmzpdTgm6rMYxh6utXdvkYgsWhAB4kxZP6KDBmMPFLXFROza2x/4aF30ocbEFC0IAvEnwhI6peczhiZYJLHW96lJXSANoguAJHVP7mMPllglMha5XbU1tgDcZ4wkd04Yxh4uXCfz17/41/cMjv0kH5xcUlC9ovOogLB9X9L6gcwTIQfCEjmnLmMNoIdy+9dSj92/8yDlFL7YwyTW1LTQB1ELwhI4ZjDmMiURLjeKceqMlrrYxh4uDaFfOscbqBEB3GeMJHbPaMYe11fzsglqrEwDdpcUTOmjUMYejtqrp+m2+OkE827E/uvc990ApBE/oqGHHHC63zvigVW3xOuO6fsurTlD6EASgO3S1Q4cNxhxedf47+7dLda+PUvNT128+bahOAHSP4AmMpVWt5sL0NWpLdQKgWwRPYCytarUXpq+NFZGAGgmesApdmeE9Squart+8rIgE1MjkIhhRlybPjFLzc9iWTF2/42NFJKA2gieMYNQZ3m1pVYvfLUJm7wStam0tTF+6Sa6IBDBuutphSF2dPDNoVYvQuFDcXxi0df2WW50AoBRaPGFIXa6bOGyrmq5fAE5E8IQhdX3yzLDrjOv6BWA5gicMSd3E8YdUALrFGE8YkrqJALA2gicMyeQZAFgbwRMmMMMbcuvKogZA3YzxhBGZPENpurSoAVC3qV6vV+xl8fz8fJqZmUlzc3Npenq66dMBqGZRg8FlkJZ4oKS8pqsdoFJdXdQAqJfgCdCBRQ0ASmCMJ0Cl2rqoQbTQGkM9eZ5nmiB4AlSqjYsa1DRRqubgVtPzTLsIngCVL2pwcO7QkuM8p94o9VXLogbLTZSK3y+2lzRRqubgVtPzTPsY4wlQqTYtalDTRKlBcFs8vnYQ3GJ/qWp6nmknwROgYm1Z1KCWiVK1B7danmfaS1c7QOXasKhBLROlRglu27eemkpTy/NMewmeAC0QIbPEoNO2iVK1B7danmfaS1c7AMVMlFqujTa2by5golTtwa2W55n2EjwBaFwtE6VqD261PM+0l+AJQBFqmCjVhuBWw/NMe031er1eGxadB6AdaijMXnMdz5qeZ+owSl4TPAFgFQQ3GD2vmdUOAB2sJABNEDwBWkqLHFAawROghdowBhFoH7PaAVqm5rXEgXYTPAFapPa1xIF2EzwBWmSUtcRziID70JPPpz379vdvBV7oNmM8AVqkpLXEjTMFFtPiCdAipawlbpwpsBTBE6BFSlhL3DhTYDmCJ0CLlLCWeGnjTIFyCJ4ALRPjJ3dfe0GanTm2Oz3ux/ZJj68saZwp0JHJRV/60pfSP/7jP6Z9+/alk08+Ob344ouTeigAFolwefm22UZWLiplnCnQoeD56quvpmuuuSZt3749/f3f//2kHgaAwtYSH4wzjYlES43inHqj9XWS40yBjnW179y5M/3VX/1Vet/73jephwCgQCWMMwXKVNQYz1deeSXNz88f8wNAfZoeZwqUqagC8rt27eq3lAJQvybHmVKuKKPlb6K7Rgqet9xyS7r99ttPeMy//Mu/pD/5kz9Z1cnceuut6eabbz56P1o8t2zZsqp/C4DujjOlTFazYqTg+fnPfz5df/31Jzzm7LPPXvXJrF+/vv8DALTLYDWrxRPOBqtZGYLRDSMFz9NOO63/AwAwrtWsoqM99sfQDN3u7TaxMZ6/+c1v0gsvvNC/PXz4cL+eZzjnnHPSW9/61kk9LABQmFFWszI0o90mFjy/+MUvpm9/+9tH7//pn/5p//bHP/5xuvTSSyf1sABAYaxmxcTLKd19992p1+sd9yN0AkC3WM2KIut4AgDtM1jNarnRm7E99lvNqv0ETwBgoqxmxYDgCQBMnNWsKG7lIgCgvaxmheAJAGRjNatuEzwBGJn1toHVEDwBGIn1toHVMrkIgJHX2168Cs1gve3YD7AcwROAsay3HWJ/HAewFMETYAwibD305PNpz779/ds2hq9R1tsGWIoxngBr1JUxj9bbBtZKiycT1YVWILqtS2MerbcNrJUWTyamK61AdNdKYx6juFDsj4LZC0sN1VqKaLDedoTqpX7nqTdWobHeNrAcwZOJtgIt/nIatAJZHo2ujXkcFMyu+YJssN52vIcjZC58f1tvGxiGrnbGzsxXumLUMY9t6Ja33jawFlo8KaIVCNo+5nG13fIlst42sFqCJ2Nn5itdMcqYx7ZdkI17ve1ax70CoxE8GTszX+mKUcY8uiBbXs3jXoHRGOPJxFqBlmuriO2x38xX2mDYMY8uyJbWhnGvwPC0eDJ2Zr7SNcOMeVSK6HhtGvcKDEeLJxNh5itdMxjzeNX57+zfLg5KgwuysDhCdfWCzBKc0D1aPJkYM19h6QuyxeMZZzs6ntG4V+gewZOqZr5C7VyQvcm4V+gewRMgMxdkrzPuFbrHGE8AGmHcK3SP4AlAY0xEhG7R1Q5Ao4x7he4QPAFonHGv0A262gEAyEKLJwC0bEUowxYoleAJAC0Ra9svXqBgc0cXKKBMutoBoCWhc8c9e49bhjTqpMb22A9NEzwBoAXd69HSuVQh/sG22B/HQZMETwCoXIzpXNzSuVDEzdgfx0GTBE8AqFxMJBrncTApgicAVC5mr4/zOJgUwRMAKhclk2L2+nJFk2J77I/joEmCJwBULup0RsmksDh8Du7HfvU8aZrgCQAtEHU6d197QZqdObY7Pe7HdnU8KYEC8gDQEhEuL982a+UiiiV4AkCLRMjcvvXUpk8DlqSrHQCALARPAACyEDwBAMhC8AQAIAvBEwCALARPAACyEDwBAMhC8AQAIAvBEwCALARPAACyEDwBAMjCWu0ATNThI730yFMvpGdfOpRO37ghXXzWpv564kD3CJ4ATMz9jx5IO+97LB2YO3R02+aZDem2K7elK87d3Oi5AfnpagdgYqFzxz17jwmd4eDcof722A90i+AJwES616Ols7fEvsG22B/HAd0heAIwdjGmc3FL50IRN2N/HAd0h+AJwNjFRKJxHge0g+AJwNjF7PVxHge0g+AJwNhFyaSYvb5c0aTYHvvjOKA7BE8Axi7qdEbJpLA4fA7ux371PKFbBE8AJiLqdO6+9oI0O3Nsd3rcj+3qeEL3KCAPHWZFGSYtwuXl22b9nQF9gid0lBVlyCVC5vatpzZ9GkABdLVDB1lRBoAmCJ7QMVaUAaApgid0jBVlAGiK4AkdY0UZAJoieELHWFEGgKYIntAxVpQBoCmCJ3SMFWUAaIrgCR1kRRkAmqCAPHSUFWUAyE3whA6zogwAOelqBwAgC8ETAIAsBE8AALIQPAEAyELwBAAgC8ETAIAslFMCGMHhIz21TwFWSfCEhgky9bj/0QNp532PpQNzh45ui3XtY4lRqz0BrEzwhAYJMnW9Vjvu2Zt6i7YfnDvU326pUYCVGeMJDQeZhaFzYZCJ/ZTTKh0XCItDZxhsi/1xHADLEzyhAYJMXWIoxOILhIXiVYr9cRwAyxM8oQGCTF1i/O04jwPoKsETGiDI1CUmfY3zOICuEjyhAYJMXaLSQEz6Wq7WQGyP/XEcAMsTPKEBgkxdorxVVBoIi1+zwf3YrwwWwIkJntAAQaY+USopSibNzhzbCh33lVICGM5Ur9crdtrs/Px8mpmZSXNzc2l6errp04GxU8ezPgr+A6w+rwme0DBBBoCajZLXrFwEDYuQuX3rqU2fBgBMnDGeAABkIXgCAJCF4AkAQBaCJwAAWQieAABkIXgCAJCF4AkAQBaCJwAAWQieAABkIXgCAJCFJTMBUkqHj/TSI0+9kJ596VA6feOGdPFZm/rLmQIwPoIn0Hn3P3og7bzvsXRg7tDRbZtnNqTbrtyWrjh3c6PnBtAmutqB1PXQueOevceEznBw7lB/e+wHYDwET6DT3evR0tlbYt9gW+yP4wBYO8ET6KwY07m4pXOhiJuxP44DYO0ET6CzYiLROI8D4MQET6CzYvb6OI8D4MQET6CzomRSzF5frmhSbI/9cRwABQfPX//61+lTn/pUOuuss9Ipp5yStm7dmm677bb06quvTuohAUYSdTqjZFJYHD4H92O/ep4AhQfPxx9/PB05ciR985vfTL/4xS/SV77ylfSNb3wjfeELX5jUQwKMLOp07r72gjQ7c2x3etyP7ep4AozPVK/Xy1Yn5Mtf/nLavXt3+tWvfrXk/ldeeaX/MzA/P5+2bNmS5ubm0vT0dK7TBDrIykUAqxN5bWZmZqi8lnXlojihTZuWHyu1a9eutHPnzpynBNAXIXP71lObPg2AVss2ueiJJ55IX/va19KnP/3pZY+59dZb++F08PP000/nOj0AAEoLnrfcckuampo64U+M71xo//796YorrkjXXHNNuuGGG5b9t9evX99vol34AwBAR8d4Pvfcc+n5558/4TFnn312Ovnkk/v//cwzz6RLL700ffCDH0x33313Wrdu3UTGDAAA0LIxnqeddlr/ZxjR0nnZZZelCy+8MN11110jhU4AANplYpOLInRGS+e73/3udMcdd/RbSgdmZ2cn9bAAAHQteD7wwAP9CUXxc+aZZx6zL2MFJwAqpcQVtE/WOp6jMsYToJvuf/RA2nnfY+nA3KGj22L50lhJSlF/qDevGXQJQHGhc8c9e48JneHg3KH+9tgP1EnwBKCo7vVo6VyqK26wLfbHcUB9BE8AihFjOhe3dC4UcTP2x3FAfQRPAIoRE4nGeRxQlqxrtQNrY5YvbRd/1+M8DiiL4AmVMMuXLoiLqfi7jolES43ijMus2ZnXL7qA+uhqhwqY5UtXRAt+XEyFxW35g/uxX0s/1EnwhMKZ5UvXRAv+7msv6LdsLhT3Y7sWfqiXrnZo0Szf7VtPzXpuMCkRLi/fNmtMM7SM4AmFM8uXroqQ6WIK2kVXOxTOLF8A2kLwhEpm+S7XwRjbY79ZvgCUTvCEwpnlC0BbCJ5QAbN8AWgDk4ugEmb5AlA7wRMqYpYvADXT1Q4AQBaCJwAAWQieAABkIXgCAJCF4AkAQBaCJwAAWQieAABkIXgCAJCF4AkAQBaCJwAAWQieAABkIXgCAJCF4AkAQBaCJwAAWQieAABkIXgCAJCF4AkAQBaCJwAAWQieAABkIXgCAJDFW1LBer1e/3Z+fr7pUwEAYAmDnDbIbdUGz5deeql/u2XLlqZPBQCAFXLbzMzMiQ5JU71h4mlDjhw5kp555pm0cePGNDU11fTptOKKJEL8008/naanp5s+HUbgtaub169uXr+6ef0mL6JkhM4zzjgjrVu3rt4Wzzj5M888s+nTaJ1443nz1clrVzevX928fnXz+k3WSi2dAyYXAQCQheAJAEAWgmeHrF+/Pt122239W+ritaub169uXr+6ef3KUvTkIgAA2kOLJwAAWQieAABkIXgCAJCF4AkAQBaCJwAAWQieHfTrX/86fepTn0pnnXVWOuWUU9LWrVv7pSZeffXVpk+NIX3pS19Kf/Znf5b++I//OL3tbW9r+nRYwZ133pne8573pA0bNqQPfOAD6ZFHHmn6lBjCgw8+mK688sr+MoCxbPP3v//9pk+JIe3atStddNFF/SW3Tz/99HT11VenX/7yl02fFoJnNz3++OPpyJEj6Zvf/Gb6xS9+kb7yla+kb3zjG+kLX/hC06fGkOIi4Zprrkk7duxo+lRYwfe+971088039y/u9u7dm84777z08Y9/PD377LNNnxorePnll/uvV1w4UJef/vSn6TOf+Ux6+OGH0wMPPJBee+219LGPfaz/mtIsdTzp+/KXv5x2796dfvWrXzV9Kozg7rvvTp/73OfSiy++2PSpsIxo4YyWl69//ev9+3HRt2XLlnTTTTelW265penTY0jR4nnvvff2W86oz3PPPddv+YxA+uEPf7jp0+k0LZ70zc3NpU2bNjV9GtC6lumf//zn6aMf/ejRbevWrevff+ihhxo9N+jad1zwPdc8wZP0xBNPpK997Wvp05/+dNOnAq3yu9/9Lh0+fDi94x3vOGZ73D948GBj5wVdEr0M0TN0ySWXpHPPPbfp0+k8wbNFotsuuoNO9BPjOxfav39/uuKKK/rjBW+44YbGzp3VvX4AnFiM9Xz00UfTd7/73aZPhZTSW5o+Acbn85//fLr++utPeMzZZ5999L+feeaZdNlll/VnR//d3/1dhjNknK8f5Xv729+eTjrppPTb3/72mO1xf3Z2trHzgq648cYb0w9+8IN+hYIzzzyz6dNB8GyX0047rf8zjGjpjNB54YUXprvuuqs/7ox6Xj/qcPLJJ/ffYz/84Q+PTkqJbr+4H1+IwGTEvOmYwBcTwn7yk5/0ywdSBsGzgyJ0Xnrppend7353uuOOO/qz/Qa0wtThN7/5TXrhhRf6tzGGcN++ff3t55xzTnrrW9/a9OmxQJRSuu6669L73//+dPHFF6evfvWr/ZIun/zkJ5s+NVbw+9//vj8GfuCpp57qv9digsq73vWuRs+NlbvXv/Od76Q9e/b0a3kOxlTPzMz061fTHOWUOlqCZ7kvPX8OdYgu+W9/+9vHbf/xj3/cv6igLFFKKUqWxZff+eefn/72b/+2X2aJskVLWfQMLRYXEvE5SrliTPxSoodvpSFNTJbgCQBAFgb2AQCQheAJAEAWgicAAFkIngAAZCF4AgCQheAJAEAWgicAAFkIngAAZCF4AgCQheAJAEAWgicAACmH/w1Ur7j4KE3vHQAAAABJRU5ErkJggg==",
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"
+ ]
},
"metadata": {},
"output_type": "display_data"
}
],
- "execution_count": 393
+ "source": [
+ "fig, ax = subplots(figsize=(8, 8))\n",
+ "ax.plot(x, y, 'o');"
+ ]
},
{
"cell_type": "markdown",
@@ -1745,6 +1936,7 @@
},
{
"cell_type": "code",
+ "execution_count": 42,
"id": "b4cff8b7",
"metadata": {
"ExecuteTime": {
@@ -1752,23 +1944,22 @@
"start_time": "2025-01-09T11:52:28.910482Z"
}
},
- "source": [
- "fig, ax = subplots(figsize=(8, 8))\n",
- "ax.scatter(x, y, marker='o');"
- ],
"outputs": [
{
"data": {
+ "image/png": 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",
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"
+ ]
},
"metadata": {},
"output_type": "display_data"
}
],
- "execution_count": 394
+ "source": [
+ "fig, ax = subplots(figsize=(8, 8))\n",
+ "ax.scatter(x, y, marker='o');"
+ ]
},
{
"cell_type": "markdown",
@@ -1783,41 +1974,41 @@
},
{
"cell_type": "code",
+ "execution_count": 43,
"id": "9e59d427",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:28.986491Z",
"start_time": "2025-01-09T11:52:28.951764Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "fig, ax = subplots(figsize=(8, 8))\n",
- "ax.scatter(x, y, marker='o')\n"
- ],
"outputs": [
{
"data": {
"text/plain": [
- ""
+ ""
]
},
- "execution_count": 395,
+ "execution_count": 43,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
+ "image/png": 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",
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"
+ ]
},
"metadata": {},
"output_type": "display_data"
}
],
- "execution_count": 395
+ "source": [
+ "fig, ax = subplots(figsize=(8, 8))\n",
+ "ax.scatter(x, y, marker='o')\n"
+ ]
},
{
"cell_type": "markdown",
@@ -1844,6 +2035,7 @@
},
{
"cell_type": "code",
+ "execution_count": 44,
"id": "c7408ab0",
"metadata": {
"ExecuteTime": {
@@ -1851,26 +2043,25 @@
"start_time": "2025-01-09T11:52:28.994113Z"
}
},
- "source": [
- "fig, ax = subplots(figsize=(8, 8))\n",
- "ax.scatter(x, y, marker='o')\n",
- "ax.set_xlabel(\"this is the x-axis\")\n",
- "ax.set_ylabel(\"this is the y-axis\")\n",
- "ax.set_title(\"Plot of X vs Y\");"
- ],
"outputs": [
{
"data": {
+ "image/png": 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",
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"
+ ]
},
"metadata": {},
"output_type": "display_data"
}
],
- "execution_count": 396
+ "source": [
+ "fig, ax = subplots(figsize=(8, 8))\n",
+ "ax.scatter(x, y, marker='o')\n",
+ "ax.set_xlabel(\"this is the x-axis\")\n",
+ "ax.set_ylabel(\"this is the y-axis\")\n",
+ "ax.set_title(\"Plot of X vs Y\");"
+ ]
},
{
"cell_type": "markdown",
@@ -1883,35 +2074,35 @@
},
{
"cell_type": "code",
+ "execution_count": 45,
"id": "52bac447",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:29.063370Z",
"start_time": "2025-01-09T11:52:29.038574Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "fig.set_size_inches(12,3)\n",
- "fig"
- ],
"outputs": [
{
"data": {
+ "image/png": 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",
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"
+ ]
},
- "execution_count": 397,
+ "execution_count": 45,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 397
- },
- {
- "cell_type": "markdown",
+ "source": [
+ "fig.set_size_inches(12,3)\n",
+ "fig"
+ ]
+ },
+ {
+ "cell_type": "markdown",
"id": "607babe6",
"metadata": {},
"source": [
@@ -1935,32 +2126,32 @@
},
{
"cell_type": "code",
+ "execution_count": 46,
"id": "0e4d4d4e",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:29.179283Z",
"start_time": "2025-01-09T11:52:29.067561Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "fig, axes = subplots(nrows=2,\n",
- " ncols=3,\n",
- " figsize=(15, 5))"
- ],
"outputs": [
{
"data": {
+ "image/png": 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",
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"
+ ]
},
"metadata": {},
"output_type": "display_data"
}
],
- "execution_count": 398
+ "source": [
+ "fig, axes = subplots(nrows=2,\n",
+ " ncols=3,\n",
+ " figsize=(15, 5))"
+ ]
},
{
"cell_type": "markdown",
@@ -1973,33 +2164,33 @@
},
{
"cell_type": "code",
+ "execution_count": 47,
"id": "12d9932f",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:29.263908Z",
"start_time": "2025-01-09T11:52:29.192070Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "axes[0,1].plot(x, y, 'o')\n",
- "axes[1,2].scatter(x, y, marker='+')\n",
- "fig"
- ],
"outputs": [
{
"data": {
+ "image/png": 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"
+ ]
},
- "execution_count": 399,
+ "execution_count": 47,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 399
+ "source": [
+ "axes[0,1].plot(x, y, 'o')\n",
+ "axes[1,2].scatter(x, y, marker='+')\n",
+ "fig"
+ ]
},
{
"cell_type": "markdown",
@@ -2024,20 +2215,20 @@
},
{
"cell_type": "code",
+ "execution_count": 48,
"id": "17d46f32",
"metadata": {
- "lines_to_next_cell": 2,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:29.492567Z",
"start_time": "2025-01-09T11:52:29.304004Z"
- }
+ },
+ "lines_to_next_cell": 2
},
+ "outputs": [],
"source": [
"fig.savefig(\"Figure.png\", dpi=400)\n",
"fig.savefig(\"Figure.pdf\", dpi=200);\n"
- ],
- "outputs": [],
- "execution_count": 400
+ ]
},
{
"cell_type": "markdown",
@@ -2049,6 +2240,7 @@
},
{
"cell_type": "code",
+ "execution_count": 49,
"id": "24a361a3",
"metadata": {
"ExecuteTime": {
@@ -2056,25 +2248,24 @@
"start_time": "2025-01-09T11:52:29.495592Z"
}
},
- "source": [
- "axes[0,1].set_xlim([-1,1])\n",
- "fig.savefig(\"Figure_updated.jpg\")\n",
- "fig"
- ],
"outputs": [
{
"data": {
+ "image/png": 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r0wLTNY3QjaOkEjn3ol0XCmABbZHwGTR37lyZOnWqTJkyxVzWTsyKFStk8eLFMnPmzBbH6/4DBw7Ie++9J+3atTP7dHQAAADR0M4AAOBvrNbnfEAz3iBTa8G01h7fT6+xn54LbA6S6a/1GzZskOLi4qZ9mZmZMnbsWKmoqIh6m9dff11GjBhhpsG89tpr0rVrV7nqqqtkxowZkpUVPUpdV1dntpCamppEigkA8CjaGQAAnOH1RO5uleiILbeN8ErHiK22nHsEsGC3hM7sffv2SUNDg3Tv3j1iv17evHlz1Nt89tln8vbbb8vVV19t8sPo0sk333yzHDt2TGbPnh31NqWlpTJnzpxEigYA8AHaGQAAnMFqge4IMsVzvJ0BzWSCTHYHVDn34CYp/zmgsbHR5Il55plnzC/6Q4YMkV27dsnjjz8es/OiIwhCyyqHfuEvKChIdVEBAB5EOwMAAILEiaBSeDCtz8wVaX/8aMKneypy6MEOCZ1BXbp0MR2Q3bt3R+zXy/n5+VFvoyuNaY6Y8Ckv3/ve96SqqspMq8nOzm5xG12ZTDcAQLDQzgAA4Ay3TfPzm0RHbAVpGiHnHjwbJNOOhv5Cv3r1ahk/fnzTL/h6edq0aVFvM2rUKFm6dKk5TvPKqL/97W+mUxOt4wIACC7aGQAAnMFqgd7hdFDJ7sdP9Nzbd/ioDH1wdYv9+w/Xy5Hsr83tOG+RrG96EwnQ6SmLFi2SF154QT755BO56aabpLa2tmkVskmTJkUkXNbrddWx2267zXRadIWyhx9+2CRYBgCgOdoZAACA2EJBoPCgVCiolI7gkNOPHy1ApkY/9o65Ltp0VCBeCZ/BEyZMkL1790pJSYmZylJYWCjl5eVNSZZ37NjR9Eu+0hwvb775ptxxxx1y9tlnS69evUxHRlcdAwCgOdoZAACcE6RpfvDWuRdaMABIpQzLsixxOU2onJeXJ9XV1ZKbm+t0cQDA8/hcjUR9AIC9+FyNRH34V3jyeBLHp1a0BQPC/fmuC6VDdibTLQOiJkWfq5w5AAAAAACDoA+86pQTszlf0WacQQAAAAAAJCA09U+T13+779v/Oxms8WugM9qCAYDd/PFuAQAAAAD4MujjRtGSw4cHbsjrZr9o56CfgoBwB84mAAAAAAg4gj7e54ZAp19HsSE4OGMBAAAAAGjj1L/1s8ZKx+wsx8oUlEAnK7AilQiSAQAAAEDAuTHo42bRRkhpXQV15JQbRrEBduBMBQAAAICAI+jjfetn/UiGPri62b70BDqDMooN/scnHgAAAADAl1KdI8tNU/+SDXSmI4+YPkaq7jc8QEceNLQVZw8AAAAAwHVBHzdIZyL6ZB8r2lTH8OvSETSKNl33z3eNkdGPrUnq/lgAAE7hTAMAAAAA+Eo6c2Q5HdCJNtUxRKdfxgp62llH0Y/NaPP9xqJl1+2r+saI/fsP18mR7G8Cg24OrDl9ziA2XgkAAAAAgK+0NUdWuoNs6XqsdOYRG/3YOwnfb7x1ESswGD5yjRGRSAZBMgAAAAAAEgwg2RXcamuwyk0rkyYb0GueW8yvCwCwCqj78QoAAAAAQBzKysrk8ccfl6qqKhk8eLDMnz9fhg0b5nSx4FDgyC0rOiabsD9VdZSOutfHCE23DB+xpnnQOtiwKmuqpkO65ZxBbATJAAAAAOA4li9fLtOnT5eFCxfK8OHDZd68eVJUVCRbtmyRbt26OV082BQ4cmJ0llMjwdpaR7ECSYncb7SRVRro0nxmoeBXtLoI5Rzbd/hoxP5TTsxxxWgsco55F68UAAAAABzH3LlzZerUqTJlyhRzWYNlK1askMWLF8vMmTOdLh5sFk+gx67gVluDVeH347WRSNFGVjVfETOZunDrdEg3TY1FdATJAAAAAKAV9fX1smHDBikuLm7al5mZKWPHjpWKiooWx9fV1ZktpKamJm1lRfoCR3YFt7xWR/EGklJZ96EyhK+gqcGm0HXJvgbpWvDh2/Iry3PnjJ/xSgAAAABAK/bt2ycNDQ3SvXv3iP16efPmzS2OLy0tlTlz5qSxhEiVdI7O8spIMDvzah1vZFWs4JFbc3u5tVyIH0EyAAAAALCRjjjT/GXhI8kKCgrS9vjkQ0ovrwS32qq1FSj9Mhov1dMho42A0/+H9vNedR6vAAAAAAC0okuXLpKVlSW7d++O2K+X8/PzWxyfk5NjNnhXPIHG5kGjIAUk18/6kQnuOJVXK1XBrFQs+BBeZ4w0c79MpwsAAAAAAG6WnZ0tQ4YMkdWrVzfta2xsNJdHjBghbqFBm2+2yHxIof1+pc+tz8wVZnP78/RSWVs7r74ZCWW1CCQlGyQMjcbTLZ77CD1WeFCsrWWw43X79vG/rZtvhY8eg1sFI8wNAAAAAG2g0ycnT54sQ4cOlWHDhsm8efOktra2abVLN2CUStvFk3g9FDT6KiJoJLL/cL0cyf4mabyfRpQd77wKwhTaRAOaQx9c3Wqd6ag3Vrd0J/+8cwEAAAAgRSZMmCB79+6VkpISqaqqksLCQikvL2+RzB/pE+9KgolMqYwn0BgrL9fox96JOM7OsrqZk8HXVOeDS9XrFm0EHNyBVwIAAAAA4jBt2jSzuVWqk467jZ0j5+xOSO/0KD87F2/w0nll96IVyb5uXqozRCJIBgAAAAA+4LaVAt0q2uigkD/fNUZOOTGn1eCGBkBC0y1HP7Ym7LYXSofsTN/VN+dVauqM6c/ulNRZXVZWJo8//rgZZjx48GCZP3++mZd/PMuWLZOJEyfK5ZdfLq+++moyDw0ACADaGQAAcDzJjtZpbdSYBr2+ud+WSem/vfxNzrHmeapOOTE7ZuAoXSOLvDat066RX6l63owIC56Ez5Tly5ebpJULFy6U4cOHm4SVRUVFsmXLFunWrVvM223fvl1++ctfyujRo9taZgCAj9HOAADg7jxNfh/hlIqpl+kajZXKaZ1uPq9S9bzb+rq5uc4QXaYkaO7cuTJ16lSzisvAgQNNJ6Zjx46yePHimLdpaGiQq6++WubMmSP9+vVL9CEBAAFCOwMAAFJJRweFRgi1RoMbusUKiIQCIMc7zmt0VFafmSvMluiqjok8xjdb5Miv0H631UWqc9bBPRJ6F9fX18uGDRukuLi4aV9mZqaMHTtWKioqYt7u/vvvN7/+X3fddfLnP//5uI9TV1dntpCamppEigkA8CjaGQAAkKhER+uEglnrZ/1Ihj64OuK6VE+lS/XIIq9MD7R75Fc6nrcdCwHA/RJ6hfft22d+rW++zLFe3rx5c9TbrF27Vp577jmprKyM+3FKS0vNaAAAQLDQzgAAgHTxa0L65gGoeJ+T1/KZpfK1bGtd2L3KJtInpa/UoUOH5JprrpFFixZJly5d4r6djiDQfDThv/AXFBSkqJQAAK+inQEA+F0qOtt04CNHdYXXR5ClMp+Z10a8pbMu4C4JfRpqByQrK0t2794dsV8v5+fntzj+008/NYmUx40b17SvsbHxmwc+4QSThLl///4tbpeTk2M2AECw0M4AAIB080Ny9Wgjn9wUdErXKD6nX0svj8bDNxJ6hbKzs2XIkCGyevVqGT9+fFNnRC9PmzatxfFnnnmmfPjhhxH7Zs2aZX75//Wvf82v9gCACLQzAACkrrNNB97bWhsBaMfIJ7eP7kqnZOuCEWjel/CnoE5PmTx5sgwdOlSGDRsm8+bNk9raWrMKmZo0aZL06tXL5Htp3769DBo0KOL2J510kvnbfD8AAIp2BgCA1HS26cD7R6qmyyabz8yrI7+Clq8Ox5fwKzxhwgTZu3evlJSUSFVVlRQWFkp5eXlTkuUdO3aYlcgAAEgG7QwAAPCKdOR3izYCMPw6fUxGgbkDr4P3ZViWZYnLaULlvLw8qa6ultzcXKeLAwCex+dqJOoDAOzF52rb6yM8MBKts93W6ZZ23WfQpSNI1mfmirgCM/rYyZSH88J+LI7h3XaGVwoAAAAAAjDdiylk9jlefjcVK0hidwAldF/JTltMdhougSD4EWcxAAAAAAA2BpZCo7vsELqvaI/plRxfQcPr4F0EyQAAAAAgQJ1tv3fg3TDCKdoIs1D+sERXFw3tXz/rRzL0wdUR19mR7yrRPFqskgo/4+wFAAAAAMCGwFLo/+GjysL/35bVRVM1XTbR+2WVVPgZQTIAAAAAgOelc4RTrMBSKoVGAIaPlANgL4JkAAAAAADPc8MIp9amLoZPt4xnWmO6p8vGe7/RnmNoOihTLeF1nMEAAAAAAKQosBSauuiX1UW/CfTpqD2r2TUZ5t9QMNBr+ebSmcvODXnzEB2vBAAAAADA8xJNQA9vj9oDUoEgGQAAAADA89w0Uqu1EWZ+X13Ua/nm0pnLjpVB3Y9XAAAAAAAAuHbUXipHrqVzVBwj8NyPIBkAAAAAwDcYqZV60Uc8WeTZgudx1gIAAAAAAFeIltQ+lSPX0jkqjrx57keQDAAAAABa8dBDD8mKFSuksrJSsrOz5eDBg04XCXCF5gGsVOXZSmW+uXTmsnNT3jxExysBAAAAAK2or6+XK664QkaMGCHPPfec08UBXMWuPFsktYcbcJYBAAAAQCvmzJlj/i5ZssTpogCBDralMt9cOnPZtfWxok1JhT2oSQAAAACwUV1dndlCampqHC0PkErk2YKfECQDAAAAABuVlpY2jT4D/M6uPFsE246PKampRw0CAAAACJyZM2fKo48+2uoxn3zyiZx55pkJ33dxcbFMnz49YiRZQUFBUuUE/CqeKYMktU9N/jfExtkGAAAAIHDuvPNOufbaa1s9pl+/fkndd05OjtkAt0pFTqt05vQCUoUgGQAAAIDA6dq1q9mQOiQX9550vGbxTBkk2BYdU1JTj08pAAAAAGjFjh075MCBA+ZvQ0ODVFZWmv0DBgyQE0880eniAbYFqNw6ZZCA6zeYkpp61CQAAAAAtKKkpEReeOGFpsvnnHOO+fvOO+/ImDFjHCyZO5Fc3L2OF6DSUUkhvGYIogzLsixxOU10mZeXJ9XV1ZKbm+t0cQDA8/hcjUR9AIC9+FwNdn30mbmi1euZSufe1yYdr1l4EDXalMHwgFwixyJYalL0ucoZBQAAAABAgHNahY8mc9OUQVZzRLplJnOjsrIy6dOnj7Rv316GDx8u69ati3nsokWLZPTo0XLyySebbezYsa0eDwAA7QwAAN4OxOgWPnVP/x/aD+doIOqb7dtE7/p/XrPU0JFwOnpPt9CoOLhbwiPJli9fLtOnT5eFCxeajsu8efOkqKhItmzZIt26dWtx/Jo1a2TixIkycuRI09l59NFH5eKLL5aPPvpIevXqZdfzAAD4BO0MAADeRnJx73HiNYtnFUtWc4TrR5LNnTtXpk6dKlOmTJGBAweaTkzHjh1l8eLFUY//7W9/KzfffLMUFhbKmWeeKc8++6w0NjbK6tWr7Sg/AMBnaGcAAABSKxSg0s3NwctYI99C+91KR419s0UuXhHaD/dK6Kyqr6+XDRs2SHFxcdO+zMxMM7WloqIirvs4cuSIHDt2TDp37hzzmLq6OrOFJ2QDAPgf7QwAAP4Rz0ghuAuvmT3IpRaQkWT79u2ThoYG6d69e8R+vVxVVRXXfcyYMUN69uxpOjyxlJaWmlUKQltBQUEixQQAeBTtDAAAALw68g3el9az65FHHpFly5aZ/DGaNyYWHUGg+WjCf+GnAwMAOB7aGQAAADiNXGoBCZJ16dJFsrKyZPfu3RH79XJ+fn6rt33iiSdM5+Wtt96Ss88+u9Vjc3JyzAYACBbaGQAAgGDTnF2h6YoabPLiyDEWrwjIdMvs7GwZMmRIRDLkUHLkESNGxLzdY489Jg888ICUl5fL0KFD21ZiAIBv0c4AAAAAcErCYUydnjJ58mTTCRk2bJjMmzdPamtrzSpkatKkSdKrVy+T70U9+uijUlJSIkuXLpU+ffo05ZQ58cQTzQYAQDjaGQAAgOAJrfrYfEXIEC+OwmIhBO9J+CybMGGC7N2713RItCNSWFhofrkPJVnesWOHWYksZMGCBWa1sn/5l3+JuJ/Zs2fLfffdZ8dzAAD4CO0MAADwEj9MD3QDVoSEGyT17p02bZrZotFkyeG2b9+eXMkAAIFFOwMAAAAg3QhxAwAAAACQID9OD3QSK0LCDXjXAgAAAACQIKYH2osVIeG51S0BAAAAAAAAPyIkCwAAAACAz6cHemWBAVaEhJPc+a4AAAAAAMDFQSOmBwL+w7sXAAAAAACfYoEBIH68GwAAAAAAgWF30Mjt0wNZYACIH0EyAAAAAEBgEDQCEAtBMgAAAAAAfMprCwwATiJIBgAAAAAIjKAFjVhgAIgf7woAAAAAQGD4PWjU1lU7gSDLdLoAAAAAAOBW27dvl+uuu0769u0rHTp0kP79+8vs2bOlvr7e6aIBSS0woBuBMyA63hkAAAAAEMPmzZulsbFRfvOb38iAAQNk06ZNMnXqVKmtrZUnnnjC6eKhDdy+KqXTq3YCQcS7BAAAAABiuOSSS8wW0q9fP9myZYssWLCAIBlchVU7gbZjuiUAAAAAJKC6ulo6d+7sdDEAADZjJBkAAAAAxGnr1q0yf/78VkeR1dXVmS2kpqYmTaVDkAVl1U4WJkAqMZIMAAAAQODMnDlTMjIyWt00H1m4Xbt2mamXV1xxhclLFktpaank5eU1bQUFBWl4RrAzCNNn5gqzhfJ8eYEGi77Zslqs2kkgCYgP7xQAAAAAgXPnnXfKtdde2+oxmn8s5IsvvpALL7xQRo4cKc8880yrtysuLpbp06dHjCQjUAa0DQsTIB04iwAAAAAETteuXc0WDx1BpgGyIUOGyPPPPy+Zma1PyMnJyTEbvMUvQRi/rdoZwsIESAdvvMsBAAAAwAEaIBszZoycdtppJg/Z3r17m67Lz893tGywF0EYAATJAAAAACCGVatWmWT9up166qkR11mW5Vi5gKAJysIEcBZBMgAAAACIQfOWHS93GfyBIIy7RZvuGlqYALALZxMAAAAAIPAIwgDg3Q4AAAAAADzBrwsTwB1aX5YlhrKyMunTp4+0b99ehg8fLuvWrWv1+BdffFHOPPNMc/xZZ50lK1euTLa8AIAAoJ0BAABOB2F0YxQZECwJB8mWL18u06dPl9mzZ8vGjRtl8ODBUlRUJHv27Il6/HvvvScTJ06U6667Tj744AMZP3682TZt2mRH+QEAPkM7AwAAAMAJGVaCS7LoL/rnnXeePPXUU+ZyY2OjFBQUyK233iozZ85scfyECROktrZW3njjjaZ9P/jBD6SwsFAWLlwY12PW1NRIXl6eVFdXS25ubiLFBQB47HOVdgYAvI/P1UjUBwB443M1obGj9fX1smHDBikuLm7al5mZKWPHjpWKioqot9H9OiIgnI4IePXVV2M+Tl1dndlC9EmHKgEA0Hahz1O3LV1POwMA/uDWdsYpoXqgnQEAd7czCQXJ9u3bJw0NDdK9e/eI/Xp58+bNUW9TVVUV9XjdH0tpaanMmTOnxX4dSQAAsM/+/fvNLzBuQTsDAP7itnbGKYcOHTJ/aWcAwP7PVzvbGVdmIdQRBOGjAg4ePCinnXaa7Nixg0b2nxFTbWB37tzJcG3qIyrqJBL10ZKOnOrdu7d07txZgoh2pnW8Z1qiTiJRHy1RJ5GC3s4017NnT3NudOrUSTIyMsQrgnpe87yD87yD+Jz98rwtyzIBMv18tVNCQbIuXbpIVlaW7N69O2K/Xs7Pz496G92fyPEqJyfHbM1px8WrL2AqaF1QH9+iPlqiTiJRHy3pVEY3oZ1xF94zLVEnkaiPlqgTd7czTtbDqaeeKl4V1POa5x0cQXzOfnjeeSn4cTuhVis7O1uGDBkiq1evbtqnCZX18ogRI6LeRveHH69WrVoV83gAQHDRzgAAAABwSsLTLXV6yuTJk2Xo0KEybNgwmTdvnllVbMqUKeb6SZMmSa9evUy+F3XbbbfJBRdcIE8++aRcdtllsmzZMlm/fr0888wz9j8bAIDn0c4AAAAA8ESQbMKECbJ3714pKSkxSZELCwulvLy8KWmy5nMJH1Y9cuRIWbp0qcyaNUvuvvtu+e53v2tWHBs0aFDcj6lTYmbPnh11akwQUR+RqI+WqJNI1Ie36oR2xnnUR0vUSSTqoyXqJBL14Q9BfR153sF53kF8zkF+3vHIsFiXGQAAAAAAAAFHJk0AAAAAAAAEHkEyAAAAAAAABB5BMgAAAAAAAAQeQTIAAAAAAAAEnmuCZGVlZdKnTx9p3769DB8+XNatW9fq8S+++KKceeaZ5vizzjpLVq5cKX6SSH0sWrRIRo8eLSeffLLZxo4de9z685pEz4+QZcuWSUZGhowfP178JtE6OXjwoNxyyy3So0cPs4rJ6aef7qv3TaL1MW/ePDnjjDOkQ4cOUlBQIHfccYccPXpU/ODdd9+VcePGSc+ePc35rys9Hs+aNWvk3HPPNefGgAEDZMmSJeI3tDORaGdaoq2JRDsTiXbmW7QzwbR9+3a57rrrpG/fvua87t+/v1kdr76+XvzsoYceMitpd+zYUU466STxq2TbwCB9jnldaWmpnHfeedKpUyfp1q2b+d6yZcsWp4vlPpYLLFu2zMrOzrYWL15sffTRR9bUqVOtk046ydq9e3fU4//yl79YWVlZ1mOPPWZ9/PHH1qxZs6x27dpZH374oeUHidbHVVddZZWVlVkffPCB9cknn1jXXnutlZeXZ33++edWEOsjZNu2bVavXr2s0aNHW5dffrnlJ4nWSV1dnTV06FDr0ksvtdauXWvqZs2aNVZlZaUVxPr47W9/a+Xk5Ji/Whdvvvmm1aNHD+uOO+6w/GDlypXWPffcY7388su6erH1yiuvtHr8Z599ZnXs2NGaPn26+UydP3+++YwtLy+3/IJ2JhLtTEu0NZFoZyLRzkSinQmmP/zhD+bzX8/nTz/91Hrttdesbt26WXfeeaflZyUlJdbcuXPN+attnx8l2wYG6XPMD4qKiqznn3/e2rRpk2mftc3u3bu3dfjwYaeL5iquCJINGzbMuuWWW5ouNzQ0WD179rRKS0ujHv+v//qv1mWXXRaxb/jw4da//du/WX6QaH009/XXX1udOnWyXnjhBSuo9aF1MHLkSOvZZ5+1Jk+e7KuOSzJ1smDBAqtfv35WfX295UeJ1ocee9FFF0Xs0y8+o0aNsvwmnkb/rrvusr7//e9H7JswYYJpSP2CdiYS7UxLtDWRaGci0c7ERjsTbPpjUt++fa0g0OCCX4Nkbf1e4HVBCZI1t2fPHvPc//SnPzldFFdxfLqlDs/dsGGDmboRkpmZaS5XVFREvY3uDz9eFRUVxTzeS5Kpj+aOHDkix44dk86dO0tQ6+P+++83Q0h1SLjfJFMnr7/+uowYMcJMg+nevbsMGjRIHn74YWloaJAg1ocOmdfbhIaRf/bZZ2ZK0KWXXipB5OfPVEU7E4l2piXamki0M5FoZ9rOz5+pQVddXe2btiCo7PheAO++fxXv4UgniMP27dtnvkDpF6pwennz5s1Rb1NVVRX1eN3vdcnUR3MzZswwc6ubfxkJSn2sXbtWnnvuOamsrBQ/SqZO9Mv522+/LVdffbX5kr5161a5+eabTSdXc0kErT6uuuoqc7vzzz9fR9PK119/LTfeeKPcfffdEkSxPlNramrkq6++MnlHvIx2JhLtTEu0NZFoZyLRzrSd39uZoNL3+fz58+WJJ55wuihw+HsBvKexsVFuv/12GTVqlPlhC99yfCQZ7PXII4+YBMKvvPKKSboYNIcOHZJrrrnGJJnu0qWL08Vx1YegjnZ45plnZMiQITJhwgS55557ZOHChRJEmjxYRzg8/fTTsnHjRnn55ZdlxYoV8sADDzhdNMD1gt7OKNqalmhnItHOwEtmzpxpEpe3tjUPluzatUsuueQSueKKK2Tq1KkShOcM+ImO/N60aZP5TgeXjSTTL5dZWVmye/fuiP16OT8/P+ptdH8ix3tJMvURor/iaOflrbfekrPPPlv8INH6+PTTT83KO7pSSfgXd3XCCSeY1Tt0JZ6gnSO60li7du3M7UK+973vmV92dYh1dna2BKk+7r33XtPBvf76681lXbmwtrZWbrjhBtOp0yHmQRLrMzU3N9cXv+7TzkSinWmJtiYS7Uwk2pm283s743V33nmnXHvtta0e069fv6b/f/HFF3LhhReaacUaGA/Cc/aztnwvgDdNmzZN3njjDbPC56mnnup0cVzH8RZavzTpL46rV6+O+KKplzW3RTS6P/x4tWrVqpjHe0ky9aEee+wx8+tkeXm5DB06VPwi0fo488wz5cMPPzTTX0LbT3/6U9OQ6/91CfYgniM6jFaHxIc6cepvf/ub6dR4ueOSbH1oPqXmHZRQx+6b3J3B4ufPVEU7E4l2piXamki0M5FoZ9rOz5+pftC1a1fzudbaFnof6wiyMWPGmPfE888/79mAbyLP2e+S/V4A79H2RwNkOhtAUyT07dvX6SK5k+WSJWd1mewlS5aYZaFvuOEGs+RsVVWVuf6aa66xZs6c2XT8X/7yF+uEE06wnnjiCbMU/ezZs6127dpZH374oeUHidbHI488Ypbsfemll6wvv/yyaTt06JAVxPpozm8rjiVTJzt27DAr0U2bNs3asmWL9cYbb5glux988EEriPWhnxlaH7/73e/MsvR//OMfrf79+5sVDf1A3/sffPCB2fRjXpct1////e9/N9drXWidhGgddOzY0frVr35lPlPLysqsrKwsq7y83PIL2plItDMt0dZEop2JRDsTiXYmmD7//HNrwIAB1o9+9CPz//D2wM/0vNbze86cOdaJJ57YdO4HqQ30o+N9jvnRTTfdZFZoXbNmTcT798iRI04XzVVcESRT8+fPt3r37m2+hOsStO+//37TdRdccIH58hnu97//vXX66aeb43VJ6RUrVlh+kkh9nHbaaeaN3XzTL2h+kej54eeOS7J18t5771nDhw83DWC/fv2shx56yPr666+tINbHsWPHrPvuu890WNq3b28VFBRYN998s/WPf/zD8oN33nkn6mdCqA70r9ZJ89sUFhaa+tPzQ5c59xvamUi0My3R1kSinYlEO/Mt2plg0tcs2uvuknEXKaPnc7TnrOe0n7T2GedHx/sc86NY718+jyNl6D9Oj2YDAAAAAAAAnOTNSeQAAAAAAACAjQiSAQAAAAAAIPAIkgEAAAAAACDwCJIBAAAAAAAg8AiSAQAAAAAAIPAIkgEAAAAAACDwCJIBAAAAAAAg8AiSAQAAAAAAIPAIkgEAAAAAACDwCJIBAAAAAAAg8AiSAQAAAAAAIPAIkgEAAAAAAECC7v8HCq8UFku/OUUAAAAASUVORK5CYII=",
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"
+ ]
},
- "execution_count": 401,
+ "execution_count": 49,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 401
+ "source": [
+ "axes[0,1].set_xlim([-1,1])\n",
+ "fig.savefig(\"Figure_updated.jpg\")\n",
+ "fig"
+ ]
},
{
"cell_type": "markdown",
@@ -2097,34 +2288,34 @@
},
{
"cell_type": "code",
+ "execution_count": 50,
"id": "facce2ec",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:29.626311Z",
"start_time": "2025-01-09T11:52:29.591815Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "fig, ax = subplots(figsize=(8, 8))\n",
- "x = np.linspace(-np.pi, np.pi, 50)\n",
- "y = x\n",
- "f = np.multiply.outer(np.cos(y), 1 / (1 + x**2))\n",
- "ax.contour(x, y, f);\n"
- ],
"outputs": [
{
"data": {
+ "image/png": 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",
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"
+ ]
},
"metadata": {},
"output_type": "display_data"
}
],
- "execution_count": 402
+ "source": [
+ "fig, ax = subplots(figsize=(8, 8))\n",
+ "x = np.linspace(-np.pi, np.pi, 50)\n",
+ "y = x\n",
+ "f = np.multiply.outer(np.cos(y), 1 / (1 + x**2))\n",
+ "ax.contour(x, y, f);\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2136,31 +2327,31 @@
},
{
"cell_type": "code",
+ "execution_count": 51,
"id": "1683862d",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:29.677028Z",
"start_time": "2025-01-09T11:52:29.633185Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "fig, ax = subplots(figsize=(8, 8))\n",
- "ax.contour(x, y, f, levels=45);"
- ],
"outputs": [
{
"data": {
+ "image/png": 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",
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"
+ ]
},
"metadata": {},
"output_type": "display_data"
}
],
- "execution_count": 403
+ "source": [
+ "fig, ax = subplots(figsize=(8, 8))\n",
+ "ax.contour(x, y, f, levels=45);"
+ ]
},
{
"cell_type": "markdown",
@@ -2169,7 +2360,7 @@
"source": [
"To fine-tune the output of the\n",
"`ax.contour()` function, take a\n",
- "look at the help file by typing `?plt.contour`.\n",
+ "look at the help file by typing `ax.contour?`.\n",
" \n",
"The `ax.imshow()` method is similar to \n",
"`ax.contour()`, except that it produces a color-coded plot\n",
@@ -2180,31 +2371,31 @@
},
{
"cell_type": "code",
+ "execution_count": 52,
"id": "abd902e8",
"metadata": {
- "lines_to_next_cell": 2,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:29.725421Z",
"start_time": "2025-01-09T11:52:29.684591Z"
- }
+ },
+ "lines_to_next_cell": 2
},
- "source": [
- "fig, ax = subplots(figsize=(8, 8))\n",
- "ax.imshow(f);\n"
- ],
"outputs": [
{
"data": {
+ "image/png": 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",
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LAACKES4BAChGuAQAoBjhEgCAYoRLAACKES4BAChGuAQAoBjhEgCAYoRLAACKES4BAChGuAQAoJhRmlWD5sWPWVFt/W00VdP/nKbyODX9zil63mXsczVsep3TILr+dplBHdxGbPxoFBvfWhhOYtsIzmkY3OfcZSIm9aD3ZcaT2Pj1yTA4o5TG49g26uCc6ozHqZ4En6x1bHwTXX+3UOp1TtH1N9N42Y1uI+elq+n7BbXf1WdtI+c1vqfXIXcuAQAoRrgEAKAY4RIAgGKESwAAihEuAQAoRrgEAKAY4RIAgGKESwAAihEuAQAoRrgEAKAY4RIAgG3QLd7Wglaz02ed1cs9Dz3eafZ6ufveRhVcfxXss35xmWBX+KD/Hu/RaNJr7/fywjg4o5SWR7FldozWQ+MXB/E5jXruFh9ndGav1bFL+fHxQmj8yjj+UrGyPuq1v3w8nkLfefBY5HSLN8FO9abuu7s8OD5rG9GLcs6UoqXq4Q30ruq7Hz26H4HpuHMJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFDMX3eJZvd99V3ZOo/c7ut85c6pmr1s82v0dndOg597vF7fRb1f4YrCTu7UU7P4+bSHW471zYS04o5R2jVZj2xjFtrEzuP7WQhXrVI9ab+Kd2cfGS8Hxi6HxR4Pr77Yxim3jhfVY3/nqIP7ytRZcZjyOXQvqKn6/JlolX0f7y4M93ll11tGX4GoKPd7hZfrvO0/RuvPoa3xWFArsiG5xAAA2g3AJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFDNKM6oZNN1Hb3JK50Prz2qQ73n8FOYUPGZVxjGOLlMNY+MHgzo0fhhcf2s0moTGL47GofE7FmLjWzsX1oLjV0Pjz1o8HpxRSmcuvBAaf8ZoJTT+9GFsfGtpsJ76tFovhJc5MloOjT88jo0/uH5acEYpjaodwfGx592xjOtZFVymqmIvkeOc15VJcD+q2D2hZhKcVBXfiabu+QU1Jwo0wTk1wY00sxg84prAcyKSydy5BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAOa/W7yr4JylGs5oj23O3PvuCs/4ViLc/R3t7s3o5Y7Oqe+u8GhPeE5X+HKwKzzaEz6NrvCzF48FZ5TSKxaOhsafNYpt48xhfE7LVb/d4itNvFv84GRnaPzyIDZ+kNHjPYtmcy+GwfGx61kdvfBP43W3mkJ3eR092tPY8SY4PNoLn/oVWL87lwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAMA26Bbf6l3hWd3iPXeF5/QDR7vCg73f4e7yGewKXxjmdIvHllkOdpHvGMX7r3cFu8XPXHih157wbpnRkdD4XxgdDo0/Zxif03IVOxZRK82o977zYbCfOkcd7EVeb2IXtDo4vjUObyO2D020C3oeushzKrOjp1/OwzoILrQdu8h75M4lAADFCJcAAGxOuNy3b196y1vekk4//fT0yle+Mr3nPe9JTz311IYxKysr6cYbb0znnHNO2rVrV7ruuuvSc889V27GAADMR7h87LHHuuD4+OOPp0ceeSStr6+nd7zjHenYsWMnx9xyyy3poYceSg888EA3/plnnknXXnttH3MHAGDGhH5z/OGHH97w78985jPdHcwnnngi/cqv/Eo6dOhQ+vSnP50++9nPpiuuuKIbc99996XXve51XSC97LLLys4eAID5+Z3LNky2zj777O6/bchs72ZeddVVJ8dcfPHF6YILLkj79+9/yXWsrq6mw4cPb/gAAGCbhcu6rtPNN9+c3v72t6dLLrmk+9yzzz6bFhcX05lnnrlh7J49e7qv/Ve/x7l79+6TH+eff37ulAAA2Krhsv3dy+9973vp/vvvf1kTuO2227o7oCc+Dhw48LLWBwDAFvsj6h/4wAfSF7/4xfT1r389nXfeeSc/v3fv3rS2tpYOHjy44e5l+27x9msvZWlpqfsAAGCb3blsmqYLlg8++GD6yle+ki688MINX7/00kvTwsJCevTRR09+rv1TRU8//XS6/PLLy80aAICtf+ey/VF4+07wL3zhC93fujzxe5Tt70ru2LGj++8NN9yQbr311u5NPmeccUa66aabumDpneIAAPMvFC7vueee7r+/9mu/tuHz7Z8b+p3f+Z3u/995551pMBh0fzy9fSf41Vdfne6+++6ScwYAYB7CZftj8f/O8vJyuuuuu7qPqamihfMZnfPVFOY06Hcb1SA+p+gyVXAfBhmP0yA4p8Gg7nVOo2Fs/a2F4JyWhuPQ+OXRenBGKe0arQXHr4bG7x6+EJxRSueMjobGv3J4JDR+9yC2D62dwWMXdayOHevWMMXO2Tp4sVlvhsEZpfTCaDE0/ngdG79Wx98ysFbH9mN9Ehs/ybgWTOpBr9ezpglelE/hdf5n1YPoC2TG62N0C9FDEd2HOmcfqtSvjDk1/cxJtzgAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQTLycdVrafudT7XjOqcbsuyu87wrRdhN996NP5XHK6Duv+u0iHwa7e6PjWwvDSWj8KLiNxUG8n3rHINYtflp4fLzH+/TB8eD42JzOzDh2pw3iPdsRCyl2brTqFNvvY03scT08WA7OKH5+RM+/xUGsizzneRR9nq4He8Jzrh91sAu6jp7iGdfk+HW/6v21K7qJcKV61mt8M42N9DenwHF25xIAgGKESwAAihEuAQAoRrgEAKAY4RIAgGKESwAAihEuAQAoRrgEAKAY4RIAgGKESwAAihEuAQDYBt3iW11Wj3e/vdzVFHq8w1XkWZ2xzUyNH2Y8roPgMqMq1nG8UNW99y4vDdZD45eD41s7q2B/efBxyukJP62Kd1qHBDu2WyvNpNfHNefYRc+PcO93zjkePD8GU7gWzNr1rMq4KIeXCL9QxB/XYAX7FHYixavFtzB3LgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoZlVvVnMvoqN+OqqqZuW1ED91gCsd6kGL7MKj6Hd8apjo4PraNxWoSnFFKC8FlFoLHbiENYwt024gvE1p/M5zC4zTp/dhFz4/o+ZdzjoefR8F9yBG93lRzcE1umm36gloFx/d/6HrjziUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQzKjcquZcExxfpW2paWI7XoUf2Pg2oluo41MKq4MnSN30O741CX6vOQnuw1ozDM4opfXgMuvBY7eeJrEFum3El+l/Tv0+rjnHLnp+RM+/nHM8/DyawoU8er1per5e5pjGNuZCk7YNdy4BAChGuAQAoBjhEgCAYoRLAACKES4BAChGuAQAoBjhEgCAYoRLAACKES4BAChGuAQAoBjhEgCAYoRLAACKGZVbFS+/oL7qdRtNzpyiC1X9z6lpqpkaPwmOb9XBZcbNMDR+vYl/3ziuY8us1guh8SvB8a1jzWJo/AvNWmj8cj3J+JY8to2oFzLm9ELw/Ig+rjnHLnp+RM+/rHM8+DjVU7gWzNr1LOuaHB0ffu2KP64pukx4fGz4duPOJQAAxQiXAAAUI1wCAFCMcAkAQDHCJQAAxQiXAAAUI1wCAFCMcAkAQDHCJQAAxQiXAAAUI1wCALANusXbns9T7vqcRslntNs0Y04993JXWd3iM9bn2u13bFJ1HewHrmLfc02Cncit9Ums43g8jG1jrY4/tY/XwR7v8Pil4IxSOlLvCI3fWcV6vwdpNTijlNZTRh95wLGM8+lI8FhEH9ecYxc9P6LnX845Hu4vDz5Pc64F0WWi17NwV/hUerxTv+MzO9JjG0hz8TilyJwCY925BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAALZBt3jfXai995FnzKkOzmkQ7Jit0xQEe7+rnMcptkwV7AqvB7F9GE8yusUHsWVWJ7Gn6sp4ITijlI4OYt3OOwaxvulDg9OCM0ppoYr1eA9S7CSfZDxPX2jGqU8rTfyy/P9OdsXGj2PjD03ix+7oOHZ+HB0v9n6OR59H68He75xrQR18/ap77iKPzifntaWJ9qMHx7+4UHCZehod7Knn8TlZqB/uXAIAUIxwCQBAMcIlAADFCJcAABQjXAIAUIxwCQBAMcIlAADFCJcAABQjXAIAUIxwCQBAMcIlAADFCJcAABQzSttVuOA92iCfIzinOjinQUapfXATTR1cf8aU6vD3RNFJDVPfqir2wA6C40dVdJ/bbcSWWQiOj+5Djknw3FhpFsLbWK7WU59y5nRwsjM0/n+NY+N/sr4rOKOUDq6fFhp/dH0pNP74OP44rYxjL3lr49i1YH0Sv3aMg9uYTGIXzbqOPSeaOn5RDi8Tff0Nv15nXPbDcwquP2eZnP2eEe5cAgCwOeHynnvuSW94wxvSGWec0X1cfvnl6Utf+tLJr6+srKQbb7wxnXPOOWnXrl3puuuuS88991y52QIAMD/h8rzzzksf+chH0hNPPJG+/e1vpyuuuCK9+93vTt///ve7r99yyy3poYceSg888EB67LHH0jPPPJOuvfbavuYOAMCMCf0CyjXXXLPh33/+53/e3c18/PHHu+D56U9/On32s5/tQmfrvvvuS6973eu6r1922WVlZw4AwPz8zuVkMkn3339/OnbsWPfj8fZu5vr6errqqqtOjrn44ovTBRdckPbv3/9frmd1dTUdPnx4wwcAANskXH73u9/tfp9yaWkp/cEf/EF68MEH0+tf//r07LPPpsXFxXTmmWduGL9nz57ua/+Vffv2pd27d5/8OP/88/P2BACArRcuX/va16Ynn3wyfeMb30h/+Id/mK6//vr0L//yL9kTuO2229KhQ4dOfhw4cCB7XQAAbLG/c9nenXzNa17T/f9LL700fetb30qf+MQn0nvf+960traWDh48uOHuZftu8b179/6X62vvgLYfAABsfS/771zWdd393mQbNBcWFtKjjz568mtPPfVUevrpp7vfyQQAYP6Noj/Cfuc739m9SefIkSPdO8O/9rWvpS9/+cvd70vecMMN6dZbb01nn31293cwb7rppi5Yeqc4AMD2EAqXzz//fPrt3/7t9OMf/7gLk+0fVG+D5W/8xm90X7/zzjvTYDDo/nh6ezfz6quvTnfffXdfcwcAYMZUTdNMozT7lLV/iqgNrufd+X+lwY7l/jbUd2VnTo9y1ff4KcxpENtGFRyfs0w1DPZ4D2KltMPg+luj0SQ0fnE0Do3fsRAb39q5sBYcvxoaf9bi8eCMUjpz4YXQ+DNGK6Hxpw9j41tLg367xVfreGf2kUnsWnl4vNxrT3jrf63tCI0/FuwWP7a+GJxRSsfXo93io157wqfSFR5c/1S6xcNd5LHhLy7T8zamMaeontNcfXwl/fstd3Rvvm5/Ov2/o1scAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKCZWnDpFVV11H6eiyenM7l1Gh2h0N6L7XWXMqe8q1Jyu1Sa2301wfBpGO2ljXeTdIk2/j1PO4zoJLjNuYt+bjpt47/LxSaxn+/Ao1me9cxTrR28tVLFe+Kj1jMfp2DjYyz2O9XIfDa4/p/v7hfXYsV4N9oTndYXHzvF6Er9fE+0Kryf99njndIuHX7um0i0eHd/zi12rmb31V4H9PtVM1nLnEgCAYoRLAACKES4BAChGuAQAoBjhEgCAYoRLAACKES4BAChGuAQAoBjhEgCAYoRLAACKES4BAChGuAQAoJhRmlXNqZewV6nqveC9qaILpLiq5wVy5hQV3UbOoYtuo45tpK5jG2iGwfm022iic+p3fGtcx77XXBvHdnxlHL/cHBsthsbvGK2Hxi8OxsEZpTQa1KlP0ePQWqtjj+3x8ULvx25lPbbM+iR2Po2D59+Ly8Qe2zp4LJpJ/HnXTILbiD63e75eTm0bfYvuwxReT6vg60SWpp+x7lwCAFCMcAkAQDHCJQAAxQiXAAAUI1wCAFCMcAkAQDHCJQAAxQiXAAAUI1wCAFCMcAkAQDHCJQAAxcxFt/hUOj6rKXR89ryJcD96zpym0RkbrXaOVvEGv+Vqgp3IrWoYOxb1INiJPIkf6/F6bD/WhrEDsboe67NuvTCchMaPgnMaZvSE5ywTMcnoFo8uMw72WUd7v7N6vCf99n6/uI2q1+tZTrd4773c4c7sGeuzzhk/jV7uKeSONI1tROgWBwBgMwiXAAAUI1wCAFCMcAkAQDHCJQAAxQiXAAAUI1wCAFCMcAkAQDHCJQAAxQiXAAAUI1wCALANusXb/tQ+e6qjPdvT6PjsuQq1ytlA3zWzOVW81dbvR2/GTa/fBk4G8RN2Euwvr4LbWM+Y00pwvwfR3u/odaBdpO/K4pxrTfBJEe3lbjLq1JtoL3f0eZfzPA1vY/v1cmd1cjfbrGN7ZudU9bv+wPPHnUsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BABg/rvFq7za39nqgJ0x87LLfXc7996n3m2j9yL5sCb4hIueT9M4/ybRi8acPCfifdM6sLds33Tv+zAfT4pe88M2VQXGunMJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQzCjNqvo/P9iU0vl52pOqSdtPMydnSDODc9qO5uVJtA1PJ08higlkMncuAQAoRrgEAKAY4RIAgGKESwAAihEuAQAoRrgEAKAY4RIAgGKESwAAihEuAQAoRrgEAKAY4RIAgPnvFm+rbHuts52TqtxZK5mdSgVxM1vrr6axD9E55TxG0W3U0fHVzM0p61zq+/yr+l+mid5WqOKTagZNz3OawiWw7/E5p1PV85SqOek7n8qL0YypZuchdecSAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAmP9u8dT2EOd0EW+nmtIZ7PEOH7FpdGD33OOdsw/Rnu14j3dsfLfMpN9tRNefs0zf+9At08xe73K0l7sZ9jv+xWWqmdqHrG2Ex8dPjnBte7RHfgr96L33kWetv+8S9v411YxlgsDrljuXAAAUI1wCAFCMcAkAQDHCJQAAxQiXAAAUI1wCAFCMcAkAQDHCJQAAxQiXAAAUI1wCAFCMcAkAQDHCJQAAxYzSjKqaFz9moqw9R8acoh31YU3/y5zyMctcf84yVR17ZKs69Tq+0/M2BpPY+G4b4+A2xv2uvzVcb/rdh4zHqffrTcaFoB7GxjfBK/9kIT6p6DbqUb/rz3qcordfBhmP06DvOUUvmMH15yzT9/icZZopXAaq4PBpZJuqn/m4cwkAQDEvK1x+5CMfSVVVpZtvvvnk51ZWVtKNN96YzjnnnLRr16503XXXpeeee67EXAEAmNdw+a1vfSt96lOfSm94wxs2fP6WW25JDz30UHrggQfSY489lp555pl07bXXlpgrAADzGC6PHj2a3ve+96W/+qu/SmedddbJzx86dCh9+tOfTh/72MfSFVdckS699NJ03333pX/+539Ojz/+eMl5AwAwL+Gy/bH3u971rnTVVVdt+PwTTzyR1tfXN3z+4osvThdccEHav3//S65rdXU1HT58eMMHAABbU/j9dvfff3/6zne+0/1Y/Gc9++yzaXFxMZ155pkbPr9nz57uay9l37596c/+7M+i0wAAYKvfuTxw4ED64Ac/mP7u7/4uLS8vF5nAbbfd1v04/cRHuw0AALZBuGx/7P3888+nN73pTWk0GnUf7Zt2PvnJT3b/v71Duba2lg4ePLhhufbd4nv37n3JdS4tLaUzzjhjwwcAANvgx+JXXnll+u53v7vhc+9///u736v8kz/5k3T++eenhYWF9Oijj3Z/gqj11FNPpaeffjpdfvnlZWcOAMDWDpenn356uuSSSzZ8bufOnd3ftDzx+RtuuCHdeuut6eyzz+7uQt50001dsLzsssvKzhwAgPmvf7zzzjvTYDDo7ly27wS/+uqr09133116MwAAzKCqaZqZauZu/xTR7t2706v/7M/ToNCbhua1xzsqq6e07rtbPH4keu/+nkK3eLTTuu/e726ZYI/3YD31Or41XGt67SIfjONPiiqnjzygCfZft+pR1WtX+GQx/jytF/oenzGnnvvLo93leV3h/a4/PJ+MC3/4sp8xp4yXltnrOw/qO8zVKyvpf3zo/+zefP3fvT9GtzgAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQTLA5dXqqvms4wx3YU+jxTj3PKaMDO1rQGt5GxuMU7hafzNb6c7q/w+ODHdvdMmv99n6PVuNzGgaXGazFDt4wOL5V1f0+uZtB/Mo3WYzdJxgGx0+W4nMaB5eZTKLXmoxe+Dq2jbru/xU12iUf7v6O9p3nnN5V8PyI7kOTManoNqKneDOFvvMqOLzn7vLI6t25BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKGaUZlUTKIbPKJCPqqLbyJlT0++cqjqj1T68jeD6o+MzthEeP4mNH4xj47tl1qPjm17X3xqtxrYxDI4fHY8f7OFKbJnhSuxgDNaCB7s9P8YZJ21AM4p/zz9YHIbGT5Zjl/5qknEfohn0ej0bp5zrWXAjTcY2gvo9mzI0M3ibqqp635Hwoc6YUtX3ocg5dlU/63fnEgCAYoRLAACKES4BAChGuAQAoBjhEgCAYoRLAACKES4BAChGuAQAoBjhEgCAYoRLAACKES4BAChmLrrFw73fOabQLR7t/p5G33nfXeHh9c9gV3hWt/i46XUbw7X4wY4uMwr2fo+Ox3u8h8eDXeEvrIXGVyvxEvZqHN+PiGYU6wlvVcsLsfF17FhXTcZLRbiredB/7Xe0ozp6kc3qwN7iXeQZLy3hju1B/6+n0Uk1g/6DRzVrx063OAAAm0G4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAID57xZvK1177QzvuZc73Gs6ha7wnB7vvrvCp9EtPpj020VeTeInarjvPFiBPYxXZqfharDvfDV2IAar8U7ucFf4C6ux8Sux9bea9YwHN6BaiPWEd+rgsQiuvhnEr2eDYWyZYXAbOXOKdlRHx1cZfdNVsI88utsZL0Vbvos869hFN5DxwDZ995FnPFCR3BEZ684lAADFCJcAABQjXAIAUIxwCQBAMcIlAADFCJcAABQjXAIAUIxwCQBAMcIlAADFCJcAABQjXAIAUIxwCQBAMaM0D5r+l4kUtmdrZmz8FPY7Z/1VHVyg7nf91SQ2PmeZwST2QFXB8d0y49gyw/XYAzVYHQdnlFK1sh4bf3w1NL5ZWQnOKKVmLTansMWMx6kJHu9B7L7CYGEYW397fizEtlEHx+ec44Pg866eVKHxVcbtmugyTc/XsxTb5U7T83U/enq/uFDqV8bjVEX3O01Bxn6cCncuAQAoRrgEAKAY4RIAgGKESwAAihEuAQAoRrgEAKAY4RIAgGKESwAAihEuAQAoRrgEAKAY4RIAgG3QLd4EijWn0ZndBDtmZ7HvfBpzivbYTqFbPPo4VXXT7z7n7EPdbxd5zjLRLvJqPV7CXq2Pe+39blZiXeQ52wirM06oQaz7u1pc6P/YBc+P6PmXc47XdfA63nePd871JvhalIJzanL60fvexhRe4/vuR281wSLvKjir3rvIAxtw5xIAgGKESwAAihEuAQAoRrgEAKAY4RIAgGKESwAAihEuAQAoRrgEAKAY4RIAgGKESwAAihEuAQDYBt3iW13vJZ9T6CLfpo9T7+On0FlcxaugUxXtFp/Uva6/Mw7uyDjYRR4c/+IyPXeLD6qMHu9xr49rzrHr+/zIOsf77grPuZ5N4XozU+vPkNXjHS4Lj24gOL4Vf2pvWe5cAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFCNcAgBQjHAJAEAxwiUAAMUIlwAAFDMqtyqYkmazJ0CWZgoHrqlj4+tm9vYja07B/Q6v35Nuy3Lo2ATuXAIAUIxwCQBAMcIlAADFCJcAABQjXAIAUIxwCQBAMcIlAADFCJcAABQjXAIAUIxwCQDA/NY/Nv9ZM1avrgQWytlQdHwVGl713MaWs42sOTU9z2mSwppxv9toxrGdbtZT3Fpw/HrwQKxnHOxx8IEax3a8mazG1t+dT7Flmib2wNYZB6/JOuCnrgpea1qDZtjv4zqJrb81CT5Px8Hzb7wen9N4FLufMqlix2IyhbbPuo7NKXhqpDrnmhzcRhO9rRV/SoS3EZ5Thia839EX4OD6g8ucyGUnctr/drXNqYyaon//939P559//mZPAwCAn3HgwIF03nnnpS0VLuu6Ts8880w6/fTTU/Uz3zUePny4C57tjp1xxhmbNkf651hvH4719uFYbx+O9fxp4+KRI0fSueeemwaDwdb6sXg74f8uEbcnqpN1e3Cstw/HevtwrLcPx3q+7N69+5TGeUMPAADFCJcAAGzPcLm0tJQ+9KEPdf9lvjnW24djvX041tuHY729zdwbegAA2Lq21J1LAABmm3AJAEAxwiUAAMUIlwAAFCNcAgCw/cLlXXfdlV796len5eXl9La3vS1985vf3Owp8TJ9/etfT9dcc01XJdVWfX7+85/f8PX2Dxnccccd6VWvelXasWNHuuqqq9IPfvCDTZsv+fbt25fe8pa3dLWur3zlK9N73vOe9NRTT20Ys7Kykm688cZ0zjnnpF27dqXrrrsuPffcc5s2Z/Lcc8896Q1veMPJZpbLL788felLXzr5dcd5fn3kIx/pruU333zzyc853tvTlgiXn/vc59Ktt97a/c2s73znO+mNb3xjuvrqq9Pzzz+/2VPjZTh27Fh3LNtvHF7KRz/60fTJT34y3Xvvvekb3/hG2rlzZ3fc24sVW8tjjz3WvcA8/vjj6ZFHHknr6+vpHe94R3cOnHDLLbekhx56KD3wwAPd+GeeeSZde+21mzpv4tr63jZkPPHEE+nb3/52uuKKK9K73/3u9P3vf7/7uuM8n771rW+lT33qU903Fj/N8d6mmi3grW99a3PjjTee/PdkMmnOPffcZt++fZs6L8ppT8UHH3zw5L/rum727t3b/MVf/MXJzx08eLBZWlpq/v7v/36TZkkpzz//fHfMH3vssZPHdmFhoXnggQdOjvnXf/3Xbsz+/fs3caaUcNZZZzV//dd/7TjPqSNHjjQXXXRR88gjjzS/+qu/2nzwgx/sPu94b18zf+dybW2t+w64/ZHoCYPBoPv3/v37N3Vu9OdHP/pRevbZZzcc9927d3e/EuG4b32HDh3q/nv22Wd3/22f4+3dzJ8+3hdffHG64IILHO8tbDKZpPvvv7+7Q93+eNxxnk/tTyXe9a53bTiuLcd7+xqlGfeTn/yku0Dt2bNnw+fbf//bv/3bps2LfrXBsvVSx/3E19ia6rrufifr7W9/e7rkkku6z7XHdHFxMZ155pkbxjreW9N3v/vdLky2v8LS/p7dgw8+mF7/+tenJ5980nGeM+03D+2vq7U/Fv9Zntfb18yHS2D+7nJ873vfS//0T/+02VOhJ6997Wu7INneof6Hf/iHdP3113e/b8d8OXDgQPrgBz/Y/R51+2ZbOGHmfyz+ile8Ig2Hw597d1n77717927avOjXiWPruM+XD3zgA+mLX/xi+upXv9q98eOE9pi2vwJz8ODBDeMd762pvVv1mte8Jl166aXdXwpo37j3iU98wnGeM+2Pvds31r7pTW9Ko9Go+2i/iWjfiNn+//YOpeO9PQ22wkWqvUA9+uijG36s1v67/bEL8+nCCy/sLj4/fdwPHz7cvWvccd962vdstcGy/fHoV77yle74/rT2Ob6wsLDheLd/qujpp592vOdAe81eXV11nOfMlVde2f0KRHuX+sTHm9/85vS+973v5P93vLenLfFj8fbPELU/VmlP1Le+9a3p4x//ePcL4u9///s3e2q8DEePHk0//OEPN7yJp70gtW/yaH/hu/29vA9/+MPpoosu6sLI7bff3v1NzPZvJLL1fhT+2c9+Nn3hC1/o/tblid+3at+k1f4N0/a/N9xwQ/dcb49/+/cRb7rppu4F6LLLLtvs6RNw2223pXe+853dc/jIkSPdcf/a176WvvzlLzvOc6Z9Lp/4vekT2j8Z1/5NyxOfd7y3qWaL+Mu//MvmggsuaBYXF7s/TfT4449v9pR4mb761a92f5LiZz+uv/76k3+O6Pbbb2/27NnT/QmiK6+8snnqqac2e9pkeKnj3H7cd999J8ccP368+aM/+qPuz9acdtppzW/+5m82P/7xjzd13sT97u/+bvOLv/iL3bX6F37hF7rn7T/+4z+e/LrjPN9++k8RtRzv7alq/2ezAy4AAPNh5n/nEgCArUO4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBihEsAAIoRLgEAKEa4BACgGOESAIBUyv8H9boFGocjfzwAAAAASUVORK5CYII="
+ ]
},
"metadata": {},
"output_type": "display_data"
}
],
- "execution_count": 404
+ "source": [
+ "fig, ax = subplots(figsize=(8, 8))\n",
+ "ax.imshow(f);\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2226,18 +2417,15 @@
},
{
"cell_type": "code",
+ "execution_count": 53,
"id": "5d59f1a1",
"metadata": {
- "lines_to_next_cell": 2,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:29.731001Z",
"start_time": "2025-01-09T11:52:29.729049Z"
- }
+ },
+ "lines_to_next_cell": 2
},
- "source": [
- "seq1 = np.linspace(0, 10, 11)\n",
- "seq1\n"
- ],
"outputs": [
{
"data": {
@@ -2245,12 +2433,15 @@
"array([ 0., 1., 2., 3., 4., 5., 6., 7., 8., 9., 10.])"
]
},
- "execution_count": 405,
+ "execution_count": 53,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 405
+ "source": [
+ "seq1 = np.linspace(0, 10, 11)\n",
+ "seq1\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2264,6 +2455,7 @@
},
{
"cell_type": "code",
+ "execution_count": 54,
"id": "43939bf3",
"metadata": {
"ExecuteTime": {
@@ -2271,10 +2463,6 @@
"start_time": "2025-01-09T11:52:29.748997Z"
}
},
- "source": [
- "seq2 = np.arange(0, 10)\n",
- "seq2\n"
- ],
"outputs": [
{
"data": {
@@ -2282,12 +2470,15 @@
"array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])"
]
},
- "execution_count": 406,
+ "execution_count": 54,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 406
+ "source": [
+ "seq2 = np.arange(0, 10)\n",
+ "seq2\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2303,17 +2494,15 @@
},
{
"cell_type": "code",
+ "execution_count": 55,
"id": "8004cba3",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:29.773984Z",
"start_time": "2025-01-09T11:52:29.771961Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "\"hello world\"[3:6]"
- ],
"outputs": [
{
"data": {
@@ -2321,12 +2510,14 @@
"'lo '"
]
},
- "execution_count": 407,
+ "execution_count": 55,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 407
+ "source": [
+ "\"hello world\"[3:6]"
+ ]
},
{
"cell_type": "markdown",
@@ -2339,6 +2530,7 @@
},
{
"cell_type": "code",
+ "execution_count": 56,
"id": "ed4fd312",
"metadata": {
"ExecuteTime": {
@@ -2346,9 +2538,6 @@
"start_time": "2025-01-09T11:52:29.801619Z"
}
},
- "source": [
- "\"hello world\"[slice(3,6)]\n"
- ],
"outputs": [
{
"data": {
@@ -2356,12 +2545,14 @@
"'lo '"
]
},
- "execution_count": 408,
+ "execution_count": 56,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 408
+ "source": [
+ "\"hello world\"[slice(3,6)]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2404,6 +2595,7 @@
},
{
"cell_type": "code",
+ "execution_count": 57,
"id": "a98b539d",
"metadata": {
"ExecuteTime": {
@@ -2411,10 +2603,6 @@
"start_time": "2025-01-09T11:52:29.831156Z"
}
},
- "source": [
- "A = np.array(np.arange(16)).reshape((4, 4))\n",
- "A\n"
- ],
"outputs": [
{
"data": {
@@ -2425,12 +2613,15 @@
" [12, 13, 14, 15]])"
]
},
- "execution_count": 409,
+ "execution_count": 57,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 409
+ "source": [
+ "A = np.array(np.arange(16)).reshape((4, 4))\n",
+ "A\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2443,6 +2634,7 @@
},
{
"cell_type": "code",
+ "execution_count": 58,
"id": "db2991e9",
"metadata": {
"ExecuteTime": {
@@ -2450,9 +2642,6 @@
"start_time": "2025-01-09T11:52:29.895501Z"
}
},
- "source": [
- "A[1,2]\n"
- ],
"outputs": [
{
"data": {
@@ -2460,12 +2649,14 @@
"6"
]
},
- "execution_count": 410,
+ "execution_count": 58,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 410
+ "source": [
+ "A[1,2]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2482,6 +2673,7 @@
},
{
"cell_type": "code",
+ "execution_count": 59,
"id": "9a28347c",
"metadata": {
"ExecuteTime": {
@@ -2489,9 +2681,6 @@
"start_time": "2025-01-09T11:52:30.115736Z"
}
},
- "source": [
- "A[[1,3]]\n"
- ],
"outputs": [
{
"data": {
@@ -2500,12 +2689,14 @@
" [12, 13, 14, 15]])"
]
},
- "execution_count": 411,
+ "execution_count": 59,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 411
+ "source": [
+ "A[[1,3]]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2519,6 +2710,7 @@
},
{
"cell_type": "code",
+ "execution_count": 60,
"id": "8dd02706",
"metadata": {
"ExecuteTime": {
@@ -2526,9 +2718,6 @@
"start_time": "2025-01-09T11:52:30.431370Z"
}
},
- "source": [
- "A[:,[0,2]]\n"
- ],
"outputs": [
{
"data": {
@@ -2539,12 +2728,14 @@
" [12, 14]])"
]
},
- "execution_count": 412,
+ "execution_count": 60,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 412
+ "source": [
+ "A[:,[0,2]]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2558,6 +2749,7 @@
},
{
"cell_type": "code",
+ "execution_count": 61,
"id": "90e43051",
"metadata": {
"ExecuteTime": {
@@ -2565,9 +2757,6 @@
"start_time": "2025-01-09T11:52:30.473721Z"
}
},
- "source": [
- "A[[1,3],[0,2]]\n"
- ],
"outputs": [
{
"data": {
@@ -2575,12 +2764,14 @@
"array([ 4, 14])"
]
},
- "execution_count": 413,
+ "execution_count": 61,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 413
+ "source": [
+ "A[[1,3],[0,2]]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2592,6 +2783,7 @@
},
{
"cell_type": "code",
+ "execution_count": 62,
"id": "6715713f",
"metadata": {
"ExecuteTime": {
@@ -2599,9 +2791,6 @@
"start_time": "2025-01-09T11:52:30.531192Z"
}
},
- "source": [
- "np.array([A[1,0],A[3,2]])\n"
- ],
"outputs": [
{
"data": {
@@ -2609,12 +2798,14 @@
"array([ 4, 14])"
]
},
- "execution_count": 414,
+ "execution_count": 62,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 414
+ "source": [
+ "np.array([A[1,0],A[3,2]])\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2626,19 +2817,37 @@
},
{
"cell_type": "code",
+ "execution_count": 63,
"id": "0a2ec981",
"metadata": {
"ExecuteTime": {
"end_time": "2025-01-09T11:52:30.576492Z",
"start_time": "2025-01-09T11:52:30.575083Z"
- }
+ },
+ "editable": true,
+ "slideshow": {
+ "slide_type": ""
+ },
+ "tags": [
+ "raises-exception"
+ ]
},
- "source": [
- "# with pytest.raises(IndexError):\n",
- "# A[[1,3],[0,2,3]]\n"
+ "outputs": [
+ {
+ "ename": "IndexError",
+ "evalue": "shape mismatch: indexing arrays could not be broadcast together with shapes (2,) (3,) ",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
+ "\u001b[31mIndexError\u001b[39m Traceback (most recent call last)",
+ "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[63]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m \u001b[43mA\u001b[49m\u001b[43m[\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m1\u001b[39;49m\u001b[43m,\u001b[49m\u001b[32;43m3\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m[\u001b[49m\u001b[32;43m0\u001b[39;49m\u001b[43m,\u001b[49m\u001b[32;43m2\u001b[39;49m\u001b[43m,\u001b[49m\u001b[32;43m3\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m]\u001b[49m\n",
+ "\u001b[31mIndexError\u001b[39m: shape mismatch: indexing arrays could not be broadcast together with shapes (2,) (3,) "
+ ]
+ }
],
- "outputs": [],
- "execution_count": 415
+ "source": [
+ "A[[1,3],[0,2,3]]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2652,17 +2861,15 @@
},
{
"cell_type": "code",
+ "execution_count": 64,
"id": "7af33bcc",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:30.589598Z",
"start_time": "2025-01-09T11:52:30.587738Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "A[[1,3]][:,[0,2]]\n"
- ],
"outputs": [
{
"data": {
@@ -2671,12 +2878,14 @@
" [12, 14]])"
]
},
- "execution_count": 416,
+ "execution_count": 64,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 416
+ "source": [
+ "A[[1,3]][:,[0,2]]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2699,18 +2908,15 @@
},
{
"cell_type": "code",
+ "execution_count": 65,
"id": "ec304448",
"metadata": {
- "lines_to_next_cell": 2,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:30.622072Z",
"start_time": "2025-01-09T11:52:30.620257Z"
- }
+ },
+ "lines_to_next_cell": 2
},
- "source": [
- "idx = np.ix_([1,3],[0,2,3])\n",
- "A[idx]\n"
- ],
"outputs": [
{
"data": {
@@ -2719,12 +2925,15 @@
" [12, 14, 15]])"
]
},
- "execution_count": 417,
+ "execution_count": 65,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 417
+ "source": [
+ "idx = np.ix_([1,3],[0,2,3])\n",
+ "A[idx]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2740,17 +2949,15 @@
},
{
"cell_type": "code",
+ "execution_count": 66,
"id": "1953fd6f",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:30.682322Z",
"start_time": "2025-01-09T11:52:30.680210Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "A[1:4:2,0:3:2]\n"
- ],
"outputs": [
{
"data": {
@@ -2759,12 +2966,14 @@
" [12, 14]])"
]
},
- "execution_count": 418,
+ "execution_count": 66,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 418
+ "source": [
+ "A[1:4:2,0:3:2]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2780,7 +2989,7 @@
"metadata": {},
"source": [
"Why are we able to retrieve a submatrix directly using slices but not using lists?\n",
- "Its because they are different `Python` types, and\n",
+ "It's because they are different `Python` types, and\n",
"are treated differently by `numpy`.\n",
"Slices can be used to extract objects from arbitrary sequences, such as strings, lists, and tuples, while the use of lists for indexing is more limited.\n",
"\n",
@@ -2808,18 +3017,15 @@
},
{
"cell_type": "code",
+ "execution_count": 67,
"id": "49d86ff4",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:30.726658Z",
"start_time": "2025-01-09T11:52:30.724715Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "keep_rows = np.zeros(A.shape[0], bool)\n",
- "keep_rows"
- ],
"outputs": [
{
"data": {
@@ -2827,12 +3033,15 @@
"array([False, False, False, False])"
]
},
- "execution_count": 419,
+ "execution_count": 67,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 419
+ "source": [
+ "keep_rows = np.zeros(A.shape[0], bool)\n",
+ "keep_rows"
+ ]
},
{
"cell_type": "markdown",
@@ -2844,6 +3053,7 @@
},
{
"cell_type": "code",
+ "execution_count": 68,
"id": "9bc2e603",
"metadata": {
"ExecuteTime": {
@@ -2851,10 +3061,6 @@
"start_time": "2025-01-09T11:52:30.788451Z"
}
},
- "source": [
- "keep_rows[[1,3]] = True\n",
- "keep_rows\n"
- ],
"outputs": [
{
"data": {
@@ -2862,12 +3068,15 @@
"array([False, True, False, True])"
]
},
- "execution_count": 420,
+ "execution_count": 68,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 420
+ "source": [
+ "keep_rows[[1,3]] = True\n",
+ "keep_rows\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2881,6 +3090,7 @@
},
{
"cell_type": "code",
+ "execution_count": 69,
"id": "2c381dab",
"metadata": {
"ExecuteTime": {
@@ -2888,9 +3098,6 @@
"start_time": "2025-01-09T11:52:30.829713Z"
}
},
- "source": [
- "np.all(keep_rows == np.array([0,1,0,1]))\n"
- ],
"outputs": [
{
"data": {
@@ -2898,12 +3105,14 @@
"True"
]
},
- "execution_count": 421,
+ "execution_count": 69,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 421
+ "source": [
+ "np.all(keep_rows == np.array([0,1,0,1]))\n"
+ ]
},
{
"cell_type": "markdown",
@@ -2925,6 +3134,7 @@
},
{
"cell_type": "code",
+ "execution_count": 70,
"id": "d0aebd92",
"metadata": {
"ExecuteTime": {
@@ -2932,9 +3142,6 @@
"start_time": "2025-01-09T11:52:30.853582Z"
}
},
- "source": [
- "A[np.array([0,1,0,1])]\n"
- ],
"outputs": [
{
"data": {
@@ -2945,23 +3152,26 @@
" [4, 5, 6, 7]])"
]
},
- "execution_count": 422,
+ "execution_count": 70,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 422
+ "source": [
+ "A[np.array([0,1,0,1])]\n"
+ ]
},
{
"cell_type": "markdown",
"id": "64720f0c",
"metadata": {},
"source": [
- " By contrast, `keep_rows` retrieves only the second and fourth rows of `A` --- i.e. the rows for which the Boolean equals `TRUE`. "
+ " By contrast, `keep_rows` retrieves only the second and fourth rows of `A` --- i.e. the rows for which the Boolean equals `True`. \n"
]
},
{
"cell_type": "code",
+ "execution_count": 71,
"id": "e6532bac",
"metadata": {
"ExecuteTime": {
@@ -2969,9 +3179,6 @@
"start_time": "2025-01-09T11:52:30.891735Z"
}
},
- "source": [
- "A[keep_rows]\n"
- ],
"outputs": [
{
"data": {
@@ -2980,12 +3187,14 @@
" [12, 13, 14, 15]])"
]
},
- "execution_count": 423,
+ "execution_count": 71,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 423
+ "source": [
+ "A[keep_rows]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -3007,6 +3216,7 @@
},
{
"cell_type": "code",
+ "execution_count": 72,
"id": "1d5d984c",
"metadata": {
"ExecuteTime": {
@@ -3014,12 +3224,6 @@
"start_time": "2025-01-09T11:52:30.964465Z"
}
},
- "source": [
- "keep_cols = np.zeros(A.shape[1], bool)\n",
- "keep_cols[[0, 2, 3]] = True\n",
- "idx_bool = np.ix_(keep_rows, keep_cols)\n",
- "A[idx_bool]\n"
- ],
"outputs": [
{
"data": {
@@ -3028,12 +3232,17 @@
" [12, 14, 15]])"
]
},
- "execution_count": 424,
+ "execution_count": 72,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 424
+ "source": [
+ "keep_cols = np.zeros(A.shape[1], bool)\n",
+ "keep_cols[[0, 2, 3]] = True\n",
+ "idx_bool = np.ix_(keep_rows, keep_cols)\n",
+ "A[idx_bool]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -3045,18 +3254,15 @@
},
{
"cell_type": "code",
+ "execution_count": 73,
"id": "4057cec1",
"metadata": {
- "lines_to_next_cell": 0,
"ExecuteTime": {
"end_time": "2025-01-09T11:52:31.025998Z",
"start_time": "2025-01-09T11:52:31.024110Z"
- }
+ },
+ "lines_to_next_cell": 0
},
- "source": [
- "idx_mixed = np.ix_([1,3], keep_cols)\n",
- "A[idx_mixed]\n"
- ],
"outputs": [
{
"data": {
@@ -3065,12 +3271,15 @@
" [12, 14, 15]])"
]
},
- "execution_count": 425,
+ "execution_count": 73,
"metadata": {},
"output_type": "execute_result"
}
],
- "execution_count": 425
+ "source": [
+ "idx_mixed = np.ix_([1,3], keep_cols)\n",
+ "A[idx_mixed]\n"
+ ]
},
{
"cell_type": "markdown",
@@ -3135,6 +3344,7 @@
},
{
"cell_type": "code",
+ "execution_count": 74,
"id": "d13a6775",
"metadata": {
"ExecuteTime": {
@@ -3142,43 +3352,9 @@
"start_time": "2025-01-09T11:52:31.082108Z"
}
},
- "source": [
- "import pandas as pd\n",
- "Auto = pd.read_csv('Auto.csv')\n",
- "Auto\n"
- ],
"outputs": [
{
"data": {
- "text/plain": [
- " mpg cylinders displacement horsepower weight acceleration year \\\n",
- "0 18.0 8 307.0 130 3504 12.0 70 \n",
- "1 15.0 8 350.0 165 3693 11.5 70 \n",
- "2 18.0 8 318.0 150 3436 11.0 70 \n",
- "3 16.0 8 304.0 150 3433 12.0 70 \n",
- "4 17.0 8 302.0 140 3449 10.5 70 \n",
- ".. ... ... ... ... ... ... ... \n",
- "387 27.0 4 140.0 86 2790 15.6 82 \n",
- "388 44.0 4 97.0 52 2130 24.6 82 \n",
- "389 32.0 4 135.0 84 2295 11.6 82 \n",
- "390 28.0 4 120.0 79 2625 18.6 82 \n",
- "391 31.0 4 119.0 82 2720 19.4 82 \n",
- "\n",
- " origin name \n",
- "0 1 chevrolet chevelle malibu \n",
- "1 1 buick skylark 320 \n",
- "2 1 plymouth satellite \n",
- "3 1 amc rebel sst \n",
- "4 1 ford torino \n",
- ".. ... ... \n",
- "387 1 ford mustang gl \n",
- "388 2 vw pickup \n",
- "389 1 dodge rampage \n",
- "390 1 ford ranger \n",
- "391 1 chevy s-10 \n",
- "\n",
- "[392 rows x 9 columns]"
- ],
"text/html": [
"\n",
"