{ "cells": [ { "cell_type": "markdown", "metadata": { "hide_input": true, "internals": { "slide_type": "subslide" }, "slideshow": { "slide_type": "slide" } }, "source": [ "# Gaussian Elimination" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "hide_input": true, "internals": {}, "slideshow": { "slide_type": "skip" }, "tags": [ "hide-input" ] }, "outputs": [], "source": [ "# for conversion to PDF use these settings\n", "# %matplotlib inline\n", "# qr_setting = 'url'\n", "# qrviz_setting = 'show'\n", "#\n", "# for lecture use notebook\n", "%matplotlib inline\n", "qr_setting = None\n", "#\n", "%config InlineBackend.figure_format='retina'\n", "# import libraries\n", "import numpy as np\n", "import matplotlib as mp\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import laUtilities as ut\n", "import slideUtilities as sl\n", "import demoUtilities as dm\n", "import pandas as pd\n", "import qrcode\n", "from importlib import reload\n", "from datetime import datetime\n", "from IPython.display import Image\n", "from IPython.display import display_html\n", "from IPython.display import display\n", "from IPython.display import Math\n", "from IPython.display import Latex\n", "from IPython.display import HTML;" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "hide_input": true, "internals": { "slide_type": "subslide" }, "slideshow": { "slide_type": "slide" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/jpeg": 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\n", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 450 } }, "output_type": "display_data" } ], "source": [ "# image credit: http://en.wikipedia.org/wiki/Carl_Friedrich_Gauss#mediaviewer/File:Carl_Friedrich_Gauss.jpg\n", "display(Image(\"images/Carl_Friedrich_Gauss.jpg\", width=450))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "hide_input": true, "hide_output": true, "scrolled": true, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "text/html": [ "\"Carl Friedrich Gauss\" by Gottlieb BiermannA. Wittmann (photo) - Gauß-Gesellschaft Göttingen e.V. (Foto: A. Wittmann).. Licensed under Public Domain via Wikimedia Commons." ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "HTML(u'\"Carl Friedrich Gauss\" by Gottlieb BiermannA. Wittmann (photo) - Gauß-Gesellschaft Göttingen e.V. (Foto: A. Wittmann).. Licensed under Public Domain via Wikimedia Commons.')" ] }, { "cell_type": "markdown", "metadata": { "internals": {}, "slideshow": { "slide_type": "-" } }, "source": [ "In the last lecture we described a method for solving linear systems, but our description was somewhat informal. Today we'll formally define _Gaussian Elimination_ , sometimes called _Gauss-Jordan Elimination_. \n", "\n" ] }, { "cell_type": "markdown", "metadata": { "internals": { "slide_helper": "subslide_end" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "notes" } }, "source": [ "Carl Gauss lived from 1777 to 1855, in Germany. He is often called \"the greatest mathematician since antiquity.\"\n", "\n", "When Gauss was around 17 years old, he developed a method for working with inconsistent linear systems, called the method of _least squares_. A few years later (at the advanced age of 24) he turned his attention to a particular problem in astronomy. In 1801 the Sicilian astronomer Piazzi discovered a (dwarf) planet, which he named Ceres, in honor of the patron goddess of Sicily. Piazzi took measurements of Ceres' position for 40 nights, but then lost track of it when it passed behind the sun. Piazzi had only tracked Ceres through about 3 degrees of sky. Gauss however then succeeded in calculating the orbit of Ceres, even though the task seemed hopeless on the basis of so few observations. His computations were so accurate that the astronomer Olbers located Ceres again later the same year.\n", "\n", "In the course of his computations Gauss had to solve systems of 17 linear equations. Since Gauss at first refused to reveal the methods that led to this amazing accomplishment, some even accused him of sorcery. Eight years later, in 1809, Gauss revealed his methods of orbit computation in his book _Theoria Motus Corporum Coelestium_.\n", "\n", "Although Gauss invented this method (which Jordan then popularized), it was a reinvention. As we mentioned in the previous lecture, linear systems were being solved by a similar method in China 2,000 years earlier.\n", "\n", "Based on Bretscher, _Linear Algebra_ , pp 17-18, and the Wikipedia article on Gauss." ] }, { "cell_type": "markdown", "metadata": { "hide_input": false, "hide_output": true, "internals": { "slide_type": "subslide" }, "slideshow": { "slide_type": "skip" } }, "source": [ "```{toggle}\n", "Question Time! Q3.1\n", "```" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 7, "slide_type": "subslide" }, "slideshow": { "slide_type": "slide" } }, "source": [ "## Echelon Forms" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 7 }, "slideshow": { "slide_type": "-" } }, "source": [ "An _echelon_ is a term used in the military to decribe an arrangement of rows (of troops, or ships, etc) in which each successive row extends further than the row in front of it.\n", "\n", "At the end of the last lecture, we had constructed this matrix:\n", "\n", "$$\n", "\\left[\\begin{array}{rrrr}\n", "2&-3&2&1\\\\\n", "0&1&-4&8\\\\\n", "0&0&0&-37/2\n", "\\end{array}\\right]\n", "$$\n", "\n", "A \"leading entry\" is the first nonzero element in a row." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 11 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "__Definition:__ A matrix is in __echelon form__ (or row echelon form) if it has the following three properties:\n", "1. All nonzero rows are above any rows of all zeros.\n", "2. Each leading entry of a row is in a column to the right of the leading entry of the row above it.\n", "3. All entries in a column below a leading entry are zeros." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 12 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "For example:\n", "\n", "$$\n", "\\left[\\begin{array}{cccccccccc}\n", "0&\\blacksquare&*&*&*&*&*&*&*&*\\\\\n", "0&0&0&\\blacksquare&*&*&*&*&*&*\\\\\n", "0&0&0&0&\\blacksquare&*&*&*&*&*\\\\\n", "0&0&0&0&0&\\blacksquare&*&*&*&*\\\\\n", "0&0&0&0&0&0&0&0&\\blacksquare&*\\\\\n", "0&0&0&0&0&0&0&0&0&0\\\\\n", "\\end{array}\\right]\n", "$$\n", "\n", "In this diagram, the $\\blacksquare$s are nonzero, and the $*$s can be any value. \n", "\n", "This definition is a refinement of the notion of a _triangular_ matrix (or system) that was introduced in the previous lecture. \n", "\n", "The goal of the __first__ step of Gaussian elimination is to convert the augmented matrix into echelon form." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 13, "slide_helper": "subslide_end" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "fragment" } }, "source": [ "__Definition:__ A matrix is in __reduced echelon form__ (or reduced row echelon form) if it is in echelon form, and furthermore:\n", "\n", "1. The leading entry in each nonzero row is 1.\n", "2. Each leading 1 is the only nonzero entry in its column.\n", "\n", "For example:\n", "\n", "$$\n", "\\left[\\begin{array}{cccccccccc}\n", "0&\\fbox{1}&*&0&0&0&*&*&0&*\\\\\n", "0&0&0&\\fbox{1}&0&0&*&*&0&*\\\\\n", "0&0&0&0&\\fbox{1}&0&*&*&0&*\\\\\n", "0&0&0&0&0&\\fbox{1}&*&*&0&*\\\\\n", "0&0&0&0&0&0&0&0&\\fbox{1}&*\\\\\n", "0&0&0&0&0&0&0&0&0&0\\\\\n", "\\end{array}\n", "\\right]\n", "$$\n", "\n", "The goal of the __second__ step of Gaussian elimination is to convert the matrix into reduced echelon form." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 13, "slide_type": "subslide" }, "slideshow": { "slide_type": "slide" } }, "source": [ "## Properties of Echelon Forms" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 13 }, "slideshow": { "slide_type": "-" } }, "source": [ "Any matrix may be row reduced to an echelon form. Echelon forms are _not_ unique; depending on the sequence of row operations, different echelon forms may be produced from a given matrix.\n", "\n", "However, the reduced echelon form of a matrix _is_ unique.\n", "\n", "\n", "__Theorem:__ Each matrix is equivalent to one and only one reduced echelon matrix." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 16, "slide_helper": "subslide_end" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "fragment" } }, "source": [ "The positions of the leading entries of an echelon matrix and its reduced form are the same. So, by the Theorem, the leading entries of _any_ echelon form of a given matrix are in the same positions.\n", "\n", "__Definition:__ A pivot position in a matrix $A$ is the position of a leading 1 in the reduced echelon form of $A$." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 16, "slide_type": "subslide" }, "slideshow": { "slide_type": "slide" } }, "source": [ "## Gaussian Elimination: The Algorithm" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 16 }, "slideshow": { "slide_type": "-" } }, "source": [ "As suggested by the last lecture, Gaussian Elimination has two stages. Given an augmented matrix $A$ representing a linear system:\n", "\n", "1. Convert $A$ to one of its echelon forms, say $U$.\n", "2. Convert $U$ to $A$'s reduced row echelon form.\n", "\n", "Each stage iterates over the rows of $A$, starting with the first row." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 19, "slide_helper": "subslide_end" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "fragment" } }, "source": [ "__Row Reduction Operations__\n", "\n", "Before stating the algorithm, let's recall the set of operations that we can perform on rows without changing the solution set:\n", "\n", "1. Multiply a row by a nonzero value.\n", "2. Add a multiple of a row to another row.\n", "3. Swap two rows." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 19, "slide_helper": "subslide_end", "slide_type": "subslide" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "slide" } }, "source": [ "__Gaussian Elimination, Stage 1__ (Elimination):\n", "\n", "Input: matrix $A$.\n", "\n", "We will use $i$ to denote the index of the current row. To start, let $i = 1$.\n", "Repeat the following steps:\n", "\n", "1. Let $j$ be the position of the __leftmost nonzero value__ in row $i$ or any row below it. If there is no such position, stop.\n", "2. If the $j$th position in row $i$ is zero, swap this row with a row below it to make the $j$th position nonzero. This creates a __pivot__ in position $i,j$.\n", "3. Use row reduction operations to create zeros in all posititions below the pivot. If any operation creates a row that is all zeros _except the last element,_ the system is inconsistent; stop.\n", "4. Let $i = i + 1.$ If $i$ equals the number of rows in $A$, stop.\n", " \n", "The output of this stage is an echelon form of $A$." ] }, { "cell_type": "markdown", "metadata": { "hide_output": true, "internals": { "frag_helper": "fragment_end", "frag_number": 19, "slide_type": "subslide" }, "slideshow": { "slide_type": "skip" }, "tags": [ "hide-cell" ] }, "source": [ "```{toggle}\n", "Question Time! Q3.2\n", "```" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 22, "slide_helper": "subslide_end", "slide_type": "subslide" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "slide" } }, "source": [ "__Gaussian Elimination, Stage 2__ (Backsubstitution):\n", "\n", "Input: an echelon form of $A$.\n", "\n", "We start at the top again, so let $i = 1$. Repeat the following steps:\n", "\n", "1. If row $i$ is all zeros, or if $i$ exceeds the number of rows in $A$, stop.\n", "2. If row $i$ has a nonzero pivot value, divide row $i$ by its pivot value. This creates a 1 in the pivot position.\n", "3. Use row reduction operations to create zeros in all positions above the pivot. \n", "4. Let $i = i+1$.\n", "\n", "The output of this stage is the reduced echelon form of $A$." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 22, "slide_type": "subslide" }, "slideshow": { "slide_type": "slide" } }, "source": [ "## Example" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 22 }, "slideshow": { "slide_type": "-" } }, "source": [ "The Gaussian Elimination process we've described is essentially equivalent to the process described in the last lecture, so we won't do a lengthy example. Let the input matrix $A$ be\n", "\n", "$$\\left[\\begin{array}{rrrrrr}\n", "0 & 3 & -6 & 6 & 4 & -5\\\\\n", "3 & -7 & 8 & -5 & 8 & 9\\\\\n", "3 & -9 & 12 & -9 & 6 & 15\n", "\\end{array}\\right]$$\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 26 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "__Stage 1__\n", "\n", "Start with the first row ($i = 1$). The leftmost nonzero in row 1 and below is in position 1. But since it's not in row 1, we need to swap. We'll swap rows 1 and 3 (we could have swapped 1 and 2).\n", "\n", "$$\\left[\\begin{array}{rrrrrr}\n", "3 & -9 & 12 & -9 & 6 & 15\\\\\n", "3 & -7 & 8 & -5 & 8 & 9\\\\\n", "0 & 3 & -6 & 6 & 4 & -5\n", "\\end{array}\\right]$$" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 27 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "The pivot is shown in a box. Use row reduction operations to create zeros below the pivot. In this case, that means subtracting row 1 from row 2.\n", "\n", "$$\\left[\\begin{array}{rrrrrr}\n", "\\fbox{3} & -9 & 12 & -9 & 6 & 15\\\\\n", "0 & 2 & -4 & 4 & 2 & -6\\\\\n", "0 & 3 & -6 & 6 & 4 & -5\n", "\\end{array}\\right]$$" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 28 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "Now $i = 2$. The pivot is boxed (no need to do any swaps). Use row reduction to create zeros below the pivot. To do so we subtract $3/2$ times row 2 from row 3.\n", "\n", "$$\\left[\\begin{array}{rrrrrr}\n", "3 & -9 & 12 & -9 & 6 & 15\\\\\n", "0 & \\fbox{2} & -4 & 4 & 2 & -6\\\\\n", "0 & 0 & 0 & 0 & 1 & 4\n", "\\end{array}\\right]$$" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 29 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "Now $i = 3$. Since it is the last row, we are done with Stage 1. The pivots are marked:\n", "\n", "$$\\left[\\begin{array}{rrrrrr}\n", "\\fbox{3} & -9 & 12 & -9 & 6 & 15\\\\\n", "0 & \\fbox{2} & -4 & 4 & 2 & -6\\\\\n", "0 & 0 & 0 & 0 & \\fbox{1} & 4\n", "\\end{array}\\right]$$" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 30 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "__Stage 2__\n", "\n", "Starting again with the first row ($i = 1$). Divide row 1 by its pivot. \n", "\n", "$$\\left[\\begin{array}{rrrrrr}\n", "\\fbox{1} & -3 & 4 & -3 & 2 & 5\\\\\n", "0 & 2 & -4 & 4 & 2 & -6\\\\\n", "0 & 0 & 0 & 0 & 1 & 4\n", "\\end{array}\\right]$$" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 31 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "Moving to the next row ($i = 2$). Divide row 2 by its pivot. \n", "\n", "$$\\left[\\begin{array}{rrrrrr}\n", "1 & -3 & 4 & -3 & 2 & 5\\\\\n", "0 & \\fbox{1} & -2 & 2 & 1 & -3\\\\\n", "0 & 0 & 0 & 0 & 1 & 4\n", "\\end{array}\\right]$$" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 32 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "And use row reduction operations to create zeros in all elements above the pivot. In this case, that means adding 3 times row 2 to row 1.\n", "\n", "$$\\left[\\begin{array}{rrrrrr}\n", "1 & 0 & -2 & 3 & 5 & -4\\\\\n", "0 & \\fbox{1} & -2 & 2 & 1 & -3\\\\\n", "0 & 0 & 0 & 0 & 1 & 4\n", "\\end{array}\\right]$$" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 33, "slide_helper": "subslide_end" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "fragment" } }, "source": [ "Moving to the next row ($i = 3$). The pivot is already 1. So we subtract row 3 from row 2, and subtract 5 times row 3 from row 1.\n", "\n", "$$\\left[\\begin{array}{rrrrrr}\n", "1 & 0 & -2 & 3 & 0 & -24\\\\\n", "0 & 1 & -2 & 2 & 0 & -7\\\\\n", "0 & 0 & 0 & 0 & \\fbox{1} & 4\n", "\\end{array}\\right]$$\n", "\n", "And we are done." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 33, "slide_type": "subslide" }, "slideshow": { "slide_type": "slide" } }, "source": [ "## How Many Operations does Gaussian Elimination Require?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Gaussian Elimination is the first algorithm we have discussed in the course, and as with any algorithm, it is important to assess its cost.\n", "\n", "First, however we need to talk about how to assess cost when we are talking about numerical computations." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The Cost of a Numerical Computation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you have studied algorithms before, you will have learned about \"big-O\" notation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will __NOT__ use big-O notation in this course!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The reason is that big-O notation does not pay attention to constants.\n", "\n", "However, when studying numerical algorithms, constants matter!\n", "\n", "It __will__ matter to us whether an algorithm takes $n$ versus $2n$ time!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here is how to assess the cost of a numerical algorithm:\n", " \n", "First, we need to define our units: \n", "\n", "* We will count the number of __additions, multiplications, divisions, subtractions, or square roots.__ \n", "\n", "(These five operations are required to be implemented by IEEE-754 and so more-or-less have unit cost.)\n", "\n", "These are performed on floating point numbers, so they are called _flops_ (floating point operations)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we define how we count operations:\n", "\n", "* We will be concerned with the highest-powered term in the expression that counts operations.\n", "\n", "This tells us how the operation count scales for __very large__ inputs." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For example, let's say an expression has flop count $12n^2 + 3n + 2$, for a problem with input size $n$. \n", "\n", "Then the cost of the expression is $12n^2$.\n", "\n", "In other words:\n", "\n", "$$ \\lim_{n\\rightarrow\\infty} \\frac{12n^2 + 3n + 2}{12n^2} = 1. $$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will use the symbol $\\sim$ to denote this relationship.\n", "\n", "So we would say that this expression has flop count $\\sim 12n^2$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The Cost of Gaussian Elimination" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now, let's assess the computational cost required to solve a system of $n$ equations in $n$ unknowns using Gaussian Elimination." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 33, "slide_helper": "subslide_end" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "fragment" } }, "source": [ "For $n$ equations in $n$ unknowns, $A$ is an $n \\times (n+1)$ matrix. \n", "\n", "We can summarize stage 1 of Gaussian Elimination as, in the worst case:\n", "\n", "* For each row $i$ of $A$:\n", " * add a multiple of row $i$ to all rows below it\n", " " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "hide_input": true, "slideshow": { "slide_type": "fragment" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/jpeg": 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CgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//0/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//1P7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//1f7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//1v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//1/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//0P7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//0f7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//0v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//0/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//2Q==\n", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 350 } }, "output_type": "display_data" } ], "source": [ "display(Image(\"images/L03-GE-1.jpg\", width=350))" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 33, "slide_helper": "subslide_end" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "fragment" } }, "source": [ " \n", "For row 1, this becomes $(n-1) \\cdot 2(n+1)$ flops. \n", "\n", "That is, there are $n-1$ rows below row 1, each of those has $n+1$ elements, and each element requires one multiplication and one addition. This is $2n^2-2$ flops for row 1." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 33, "slide_helper": "subslide_end", "slide_type": "subslide" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "slide" } }, "source": [ "When operating on row $i$, there are $k = n - i + 1$ unknowns and so there are $2k^2 - 2$ flops required to process the rows below row $i$. " ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "hide_input": true, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/jpeg": 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ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/S/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/T/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/U/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/V/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/W/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/X/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/Q/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/R/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDN1rWtH8OaPq3iHxFq2m6D4f0HTb7Wtc1zWr610vR9F0fS7WW+1PVtW1O+lt7LTtN06ygnvL6+vJ4LW0tYZbi4ljhjd1APlL4Y/wDBQr9gX42eOdC+GHwZ/bh/ZA+LnxK8UNqCeGfh58Mf2l/gv498c+In0nSr7XdUTQvCXhXxpq2v6u2m6Jpep6zqC6fp9wbPStOvtQuPKtLS4mQA+v6ACgAoAKACgAoAKACgAoAKACgAoA8d0H9of9n/AMVeNG+G/hf45/B3xJ8RFvNW05vAWg/E3wVrHjRdQ0GK8n1yxbwtp+uXOuC80WHT7+bVrU2Am06KyvJLyOFLaZogD2KgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//0v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+af20P8Akzv9rD/s2n47f+qu8U0Af5RH/BsR/wApzf2FP+wn8f8A/wBZV+OdAH+wbQAUAFABQAUAFABQAUAFABQAUAfkf/wV/wD+Ct3wC/4JUfs1eLvHvjHxT4c1j9oPxJ4Z1i0/Z4+Ba39tdeLPH/jee2ns9F1nU9BguodS074Y+G9VeDUPG/iy5NrYwadazaNpVxe+KtU0PRtQAP8AOj/4Ng/EGs+Lf+C9n7KnirxHqFxq/iHxNJ+1P4g17Vbt/Mu9T1nWf2ZfjhqOqahdOAA9xe31zPczOAN0krHAzigD/XMoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/0/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+af20P8Akzv9rD/s2n47f+qu8U0Af5RH/BsR/wApzf2FP+wn8f8A/wBZV+OdAH+wbQBn6tq2laBpWp67rup6fouh6Lp97q2s6zq17babpWk6VpttJeajqep6jeSQ2lhp9haQzXV7e3UsVta20Uk88iRI70AfkZP/AMF/f+CNdvPNbv8A8FB/gI0kEskLmDUfEV1CzxuUYw3Nr4emt7mIspMc9vJLDMmJIXdGVqAP1h8I+KtD8deFvDvjTwzc3F74c8V6LpviHQb270zVdFuLzR9XtIr7TruTStbstN1ewNzaTwzrb6jYWl0iSL5sCMSKAOioAZJJHDHJLLIkUUSNJLLIypHHGilnkkdiFREUFmZiFVQSSACaAPEvh1+05+zb8YNel8K/CX9oT4H/ABR8UQabcaxN4b+HXxY8BeNteh0i0mtba71WXR/DOvanqEem21xe2dvcXz262sM13axSSrJPCrgHuFABQAUAf5eH7f8A+13/AMHMWt/tUftZ+BPhzd/8FL7L4KaX+0H8dPCvwwf4Q/s9/EvwppA+F+m/EnxRpXgg+FPGnw2+Fuj6nfaX/wAIpBpn9jeJbHX7m8v7P7PqMerTyT/bHAP5+fiP+xF/wUo1afxZ8Uvi7+yJ+3HqdzHaal4p8dfEb4j/AAC+Pd7PHY6ZZy32seIvFni7xP4SmkW00+wtprzUtX1jUVhtLO3luLm4ihid1AP0w/4NYf8AlOZ+xv8A9gr9pT/1lf41UAf68tABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//U/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5p/bQ/wCTO/2sP+zafjt/6q7xTQB/lEf8GxH/ACnN/YU/7Cfx/wD/AFlX450Af6+HijxR4b8E+G9f8ZeMvEGi+FPCXhXRtS8ReJ/E/iPU7LRfD/h3QNGs5dQ1fW9b1jUZrfT9L0rTLC3nvNQ1C9uIbWztYZZ55UiR2oA/zFv+Dgb/AIOJ/Gn/AAUJ8Sa1+xT+w9qfiXQ/2QYtbj8OeKPFOi22pWHjb9rDXo79La0tl06KKPWtN+Eb6kIf+EZ8Fvbxax44uPsut+LrOHzNK8MaMAfsH/wb1/8ABsrYfA7/AIQf9uL/AIKMeCrTVvjUP7P8VfBD9mXxJaw32k/B6T93e6P49+LumzxSWuq/FWI+TeeHfA9yk+m/DWURanr8d58QFtrHwCAf3B0AFAHN+Mv+RQ8Vf9i3rn/psuqAP8vj/gzP/wCUs/jr/szD4wf+rL+B1AH+pXQAUAFABQB8f/8ABQr/AJME/bi/7M//AGl//VL+NaAP8tr/AINYf+U5n7G//YK/aU/9ZX+NVAH+vLQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/V/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD5p/bQ/wCTO/2sP+zafjt/6q7xTQB/ktf8G43j7wR8K/8Agsv+x98SfiT4s0DwL4A8DWv7SPifxj4y8VapaaJ4c8NeHtH/AGS/jveanrGs6tfywWljYWVrFJNPPPKqKq4GWKrQB9wf8HAn/BxB42/4KSeJNb/Zj/Ze1TxB4B/YX8MayI764IvND8V/tMaxo94JLPxX43tG8m90n4bWV7bx6h4H+HN4sM9zNFaeL/HNs3iFND8PeBwD9wP+DSj/AIJOfsc6j8DvDX/BTPxN4p8M/tBftEy+K/FHhbwn4XlsGk8Pfsoa/wCF742s9rPo2pxCW/8AjLqmkXGleKLbxdeW0dn4f8MeI9DbwTGZbm58T6oAf3N0AFABQBzfjL/kUPFX/Yt65/6bLqgD/L4/4Mz/APlLP46/7Mw+MH/qy/gdQB/qV0AFABQAUAfH/wDwUK/5ME/bi/7M/wD2l/8A1S/jWgD/AC2v+DWH/lOZ+xv/ANgr9pT/ANZX+NVAH+vLQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9b+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPmn9tD/AJM7/aw/7Np+O3/qrvFNAH+HX8GPg18VP2hvin4G+CfwR8DeIPiT8VviVr1t4Z8E+CfC9mb3Wdd1a7WRzFChaKC1s7O0hudR1fVb+e10nRdHs77WNYvbLSrG9u4AD+334m/8GfOofDn/AIJU+MfFmk+KNR+JH/BTbw5FZ/GGbQ/C+o3U3w4v9A0HSb5/Ev7NfgbSzHCNf1++027m1PS/Hd/aLf8AiT4g6BoXh7SYvDvhXVdRuLoA/EP/AIN3v+CuOp/8Es/2y7bQvihrF9bfsmftDX+jeAfj/pV0bg2vgLVILua08H/Gm2scGWC++H9/f3Vr4tigikn1HwFqniKIWGo63pnhtbQA/wBd+wv7HVLGz1PTLy11HTdRtbe/0/ULC4hu7G+sbuFLi0vLO7t3kt7q1uoJI57e4gd4ZoXSSN2RlagD43/4KN/DD4v/ABr/AGC/2vfhH8AEvZPjd8R/2ffid4O+FUeneJbTwbfv4617wvf2HhxbTxXfalo9l4euDqU0Hlavdarp8Fi2J5LuFULqAf5wP/EP9/wcyf8AQL+KX/id/wAOf/n6UAU9R/4ID/8AByzZaffXl/pfxR+w2lndXN7u/br+HUy/ZIIXlud0S/HJ2lHko+Ywjlx8oVs4oA/FL/gnf+yX+2v+2b8eNT+Ev7BUGu3Hxssfh14g8aainh74qaN8H74eAdH1nwzpmus3irXPFPhGzntxq+ueHRJo66o8925iuUs5kspJIAD9uf8AiH+/4OZP+gX8Uv8AxO/4c/8Az9KAP0k/4JCf8EbP+C8P7OH/AAUg/ZZ+Nv7Ven/EGH9n3wB4w8Sal8S5NX/a88EfEPTk0m++HnjHRdPN14M0z4t+IL/XU/t7U9JC21to188MhS8aNEtnmiAP9CygAoA+P/8AgoV/yYJ+3F/2Z/8AtL/+qX8a0Af5bX/BrD/ynM/Y3/7BX7Sn/rK/xqoA/wBeWgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/9f+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPmn9tD/AJM7/aw/7Np+O3/qrvFNAH+UR/wbEf8AKc39hT/sJ/H/AP8AWVfjnQB/sG0Af5hH/B2B/wAEgv8Ahkn9oZf29fgV4X+yfs6ftR+KrsfE7R9Gs9ml/Cr9onUY7rVtXcxQxqlh4Z+MUUGpeLtJOXgs/Gdn4100nTbC88K6dKAftJ/waTf8FhP+F/fCMf8ABNX4/eKftHxl+A3hqXUf2cNe1q8ze/ET4FaOqLd/D1Z7mQve+Jvg1G8S6Paxu1zefC+Wyis7JbP4e61qE4B/anQAUAc34y/5FDxV/wBi3rn/AKbLqgD/AC+P+DM//lLP46/7Mw+MH/qy/gdQB/qV0AFABQAUAfH/APwUK/5ME/bi/wCzP/2l/wD1S/jWgD/La/4NYf8AlOZ+xv8A9gr9pT/1lf41UAf68tABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//Q/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD58/a20XWPEn7Kn7TXh3w7pOp6/wCINf8A2fPjPouhaFothdarrGtaxqnw48SWOmaTpOmWMU97qOp6jezwWdhYWcE11eXU0VvbxSTSIjAH+Zv/AMG63/BPP9v34Jf8Fk/2Mvih8Z/2G/2wvhF8NPC2o/G9/E3xE+J/7M/xp8A+BfDiat+zV8ZdC0p9d8W+K/BGkaBpC6nrmqaZo2ntqGo24vdV1Gx062828u7eCUA/1S6APnf9rH9l74Sfto/s6fFr9mD45aEviD4ZfGHwlfeFtfgQQrqOlXDtFe6D4q8P3M8U8dh4o8H+ILTTPFHhjUWhlWw17SbC6eKaOJ4nAP8AJl8Q/wDBKj/gsd/wTX/bputW/Z+/ZQ/a7+IHjb9mD4vw638J/wBoL4G/s2fGX4hfDXx7YaPcx6j4b8T6LrvhHwlr3h7WPD/jDw1dwWni7whPqt39mg1LX/Afiu2F3bavYKAf6uv7EX7RHi79qr9l74R/G/4h/A/4q/s3fEjxd4bgHxI+CXxl+H/jT4b+M/AHj3S3bTfFWkJofjzRtC12/wDDEmr21zfeDvEhsRb+IPDF1peonyLyW8sbQA+raAMDxZDNc+FvEtvbxSz3E+gazDBBDG8s000unXKRRRRIGeSWR2CRxorO7sFUEkCgD/OY/wCDTX9hr9tj9nL/AIKdeMvH37Qv7Hn7UvwH8CXX7JXxU8N23jX4zfs+/Fr4X+ErnxFqPxC+Dd7p+gQeI/G/hDQtHm1q+s9L1K7s9LjvGvrq206+nht3is7h4gD/AEhqACgAoAKAPlf9unw9r/i79iT9sbwn4T0PWPE/inxP+yv+0J4e8NeGvD2mXuta/wCIdf1r4SeLtN0bQ9D0bTYbnUdW1jVtRubaw0zTLC3nvb+9uIbW1hlnmRGAP83/AP4Ntf8Agn1+3t8C/wDgsl+yh8UPjb+xD+178HPhp4c039oGPxD8RPip+zX8Z/h74G0J9a/Zs+LmhaOms+LfFvgrR9A0t9W1vUtO0bTVvtQgN9qt/Zafaia8ureFgD/UooAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP//R/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/S/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/T/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/U/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/V/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDx/xD+0N8AfCPxF0T4P8Aiv44/B/wx8W/Ey2z+G/hb4h+JngvRfiL4gS9bbZtongjUtatvE2rLdt8ts1hpk4nbiIuTigD2CgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//W/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPl39tb9qv4ffsQ/sp/Hb9qv4n3lvbeE/gt8Pdb8WtZzzpBL4k8RJEth4M8F6czvGraz448YXuh+EdGjaSJJNU1m1EksMW+VAD/D1+L3xi+JXx4+LHj344fFjxdq/jP4pfEzxfq/jnxl4v1W6kl1PVfEmtX0l/d3gkBUWkMErrBptlaCGz0qwgtdP0+C2s7S3giAP9Tb/g1Z/wCCknxB/bz/AGCPEHw8+OHirUfG/wAcf2Q/GGlfDPW/GWuX0up+JfGXwu8T6RNq/wAJfEnirUrgm51HxFbx6T4u8EXep3Zn1DWLXwRY63q9/qOuapql24B/TtQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/1/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/ADCv+Dq3/gszY/tj/GmH9g39nbxQupfs2fs3+L7q7+J/ivRbwSaT8Y/j3pCXej3MVjcwO0eqeBfhNHcapoWjXMbjT/EPjC98R65EmqaXpHgzWWAP5b9H/Zq+OWv/ALO/jX9q/SPhx4ivv2fPh58TPCPwf8X/ABOhtM+HtI+IXjfRNb8QaHoEku4SzONN0QHVbyCKWw0O717wfYavcWV94x8NQaoAfrf/AMEDP+Cyqf8ABHz9o3x/4n8c+Ate+Jf7P3x68M+HfCfxg8O+D7rT7bxvot14Q1W/1Lwb498I2+sXVhouu6p4aj17xXpkvhnVtV0K01ew8S3Ui69ptzZW/wBoAP8ARi/Z8/4OLP8Agjf+0bBpqeHf22fhz8Ntcvki+0eG/j9ba98CrzSbmUDFjfeIPiTpmg+A7qdCwV59E8Yaxp5c7UvnYMigH7C+BviD4C+J/hyy8YfDXxv4Q+IfhLUgTp3inwN4l0bxb4cvwFVibLW9AvtQ0y6AV0YmC5f5WU8BhuAOvoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//Q/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPzy/ao/wCCsn/BN/8AYpn1DTf2lf2xfgp8PfE+kmRdS+H9r4lPjr4o2TRg5F18LPh1beLfiJbhmUxxvP4ZSOSVWjVy6NtAPwM+O/8Aweef8E3fh/Pc6b8EfhB+0r+0FfwSSCLWP+Ee8LfCnwReRrkI9vqni7xHd+NkaQgN5d38ObYLEwYuZQYlAPzi8bf8Hx3iueSSL4cf8E5fD2lRIWEV742/aY1LX5J152vJpehfBXw2toeRuiXWL0cHEw3AIAfPmrf8Ht/7a00jnQv2O/2W9NhP+rj1bWPizrUi+m+Wz8XaAkn/AAGGL9RtAOUf/g9j/wCChxJ8v9l39jBRn5Q+ifHCQgdssvxqiBP0Vfw5oAbH/wAHsf8AwUSDgy/sv/sXPH3SPQfjjG5+kjfG6ZR+MR/+KAOv0f8A4PcP21IGB1/9jn9l3U1yNw0fWvixobEdwGvfFfiEKTzglGx3DUAfQngb/g+N8TwzwRfEv/gnPoOpWrvGtzqHgb9pbUNFnto8jzZoNI1/4Ma/HevjPl20mt6eCcbrodWAP1r/AGYv+DwT/glb8bL2z0P4yW/xu/ZP1u4aOJtT+JXgdfHHw+a5nISKG28VfCa+8Z6/DH5h2z33iDwN4d021VhNcXscCzTQAH9A/wAC/wBuX9jH9puKzf8AZ6/as/Z6+M1xepG8WlfDn4veBPFPiGFpFDLb3/hrS9bn8QaXehSDJY6nptnexZAlt1JAoA+qKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+NP2vf+ChX7Fn7BnhY+LP2tP2jPht8G7eW0kvdK8O65rB1L4g+JoIt4dvCHw08Oxax8QPFgWRDFK/h7w3qENu7L9qlgT52AP4ef8Agr9/wd1WHx3+D3jj9m3/AIJu+Dvib8Nbbx5BfeFvGf7TXxCXSvC/jNPBl3BLZ61p/wAIPCWiarrt74av/E9vK1pF4/1/V9N8TaDo8t3/AGN4W0bxNc6f4h0AA/kn/YC/YV+OX/BRr9qL4d/stfATRnvPE/jO+F34l8U3dtcTeGfhn4B0+e2/4Sz4k+M7mHb9j8O+GrO4RzGZUu9c1i50nwxoqXWv65pVlcAH+w18E/8Agl1+x78F/wBgDT/+CbcXwx0jxp+zdc+Arnwd8QNH8TW6HVPifrOstFf+KPiL4p1LT/s13F481vxNGnimy1/SbiwvfCOq2miDwfNolt4b8PwaaAfwq/8ABQ3/AIM4/wBrX4VeJvEPjP8A4J7+MNA/aY+FFzd3d7o3wr8deI9A+Hnx28LWTs80OjnWNffQ/hj8QYLGFWjGvJrvgbV76RoYIvBssge5lAP5lvj7/wAE3v2/P2Whf3H7QX7HH7R3ws0jTBK134q8S/CXxivgXZCCZpLbx/Y6XeeCr6KFQWlmsdfuoo02u7qjJQB4b8Fv2ivj/wDs3+JR4y/Z8+N3xZ+B/irMXmeIPhN8QvFnw+1a5SFi0cF7eeFdW0ma+tfmZXtLxp7WWN5IpoXid0cA/Xn4d/8ABzD/AMFtvhtbW2n6b+2/4h8TadbKifZfiJ8K/gZ8Qbm4WP7v2nxB4r+GepeKpWIyHk/t5ZZM5kd2CsoB9q/Dz/g8Z/4K5+DpIf8AhKNO/ZU+LMKFROvjf4N6/o88ydHKTfDP4keAYoZ2GSkn2aSFHwWtpEDRsAfpD8H/APg+E8bWrW1p8ff2AfC2to5QXmv/AAf+N+reFmtgP9ZJbeEfGngbxgL0tzshl8bafs7zyclQD9T/AIT/APB5Z/wSu8bx2sHxG8DftWfBXUX2C9n8QfDXwj4y8N27t942mp/D/wCIviDxBeQx5O55vCNhMcZjt3zigD9Dfh9/wcmf8ETviQsI0j9urwVoFzLtElp8Qfh78Z/hw1tI3/LOa98b/DjQ9JbbkbprbUbm2HaZsNtAPtLwJ/wVS/4Jm/ExoIvA3/BQP9jPxBe3JQQ6Tb/tJ/CG211y/CA+H7/xba60hYnaoksFJYFQNwZaAPtXwx4w8JeN9Lj1zwX4o8O+LtFmO2LV/DGt6Zr+lyttDYj1DSrq7tHO1lbCzE7WB6MKAOioAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/0f7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/FX/gpl/wXu/4J+f8ExLHWPDfxK+IqfFn9oO0tn/s79m74O3em+JfiFDfvHm1Xx/qAuk8N/CvTi8lvPcSeMtRtfEU+mTNqHhzwr4lMRt3AP8APM/4KN/8HMP/AAUj/b6vNc8K+GvH91+yV8AtQe4t7X4RfALXNV0LXNV0mXdGLX4h/F6A6d478ZS3FtI9pq2n6ZN4P8D6tAwFx4HVxvYA/Dn4TfBL42ftDeMIvA/wP+E/xP8AjZ48vyZ08K/C/wAEeKPiH4puBLJh7p9I8L6bq2pmIyMTLdSQeUpLPJKuGagD90vgF/wawf8ABZn46w2Woal+z34W+Amg6gI2t9a+PvxQ8JeFZkR8FmvfB3hS58c/EjTDECPMi1LwXZzdRFFKyutAH6m+Af8AgyI/ay1GG2b4ofttfs7+D7hgv2uLwD4H+JXxIhgJ+8LafxDB8KXugP4TLb2e7HKpkhQD6K0v/gxnXYG1r/gpu3mHG6DS/wBjwbE9cXV3+04Gkz0GbOPHU5+7QB0qf8GNvg0AeZ/wUn8Tse5T9lTSkB+gPx/kI+mT7k0AOk/4MbvBJQiL/gpL4pSXs8n7K2kyoPrGvx9hJ/7++3HVgDjtY/4MaLpVZ9A/4KaW8zYOy21j9kCS2XPbde2X7S90SD0OLAFeo3Z20AfOXxC/4MjP2wtLtLiT4V/tn/s2+Nb1FY21r498KfE34ZwXBGcJJd+H9K+KzW5bAAItZlBPLAAvQB+Jn7VH/Bu3/wAFef2Shf6j4v8A2Q/GvxS8IWJkYeOf2dJbX46aNNbQk+dfzaD4F+3fELQ9PhUebNd+KfBOhRRw5mcrGkjoAfjP4g8OeJfBus3Wg+KdB1zwr4h0yXZe6N4g0u/0PWdPnRvuXWnajBa31pKrKfllhR1ZexFAH6G/sw/8Fh/+CnX7HZ0+3+AP7anxy8M+H9MMYsvAvibxR/wtD4bW0aYDRWvw3+KVv4z8EWKzIBFNJYaFa3DoseJ0aKEoAfuP8H/+Dzr/AIKc+CIbSw+Kfwq/ZU+NtlCsYutVvvBHjfwB4wvSvDsdR8HfEG28IW5lGWbyvAW0PzGqoDHQB+iXgT/g+OtzFDb/ABO/4JyTJOqj7Rq/gT9ppJIpn/i8nw74g+CcL26jqPM8UXROcHGAzAH0BY/8HvH7KMiIdT/Yj/aGtJCB5i2Pjz4b6iit3CSXEmls4HZmjjz1KjOKAOnsf+D239h2R1GpfshftW2kZ+81je/CLUHX/djn8daYGx7yJnv32gHoel/8HrP/AATHuNq6x+zz+3VprtgFrLwB8A9UgQ9yzyftIabMVHPKWzsf7nUqAd5a/wDB5n/wSanVWl8A/tpWRYZKXXwg+GDMnsxs/jteoSP9h29s8bQCe6/4PLf+CS1vE0kXgv8AbLvmVciC1+Dvw5SVz/dVr3432kO7/flVf9v+6AeJ+Nv+D2T/AIJ+6dDN/wAK7/ZY/bC8WXaAiFPF9h8GPAdnM4z1utI+K/xBuYoyejHTmfacmIMCtAHxB49/4PjfEEss8Hww/wCCc+j2EKlhban49/aVvdWlmHO159D8PfBrRVtSBjdEniG8zziUZG0A+d9R/wCD3D9tKWSQ6R+xx+y/YxE/uk1HXPivqkiD0kltfFOjrIfdYYs+goA8d8c/8Ho//BT3xBZz2Xg74K/sZfD8zIypqtv4A+LfibXLVj92S2k1342yaCWXqRd+HbpGODtChkYA/PL4i/8ABzj/AMFtPiLdTyy/toaj4LsJdwh0b4dfCT4IeEbWzVjkrBqVl8OZPEsuM4V77X7uVQMLIMkqAeB3X/Bej/gsXeO0k3/BQ39o1GfqLXxVaWCD/distMt44/8AgCj2HGaAPNvGP/BZD/gq548sp9O8Sf8ABRP9sSSwuomgurPRvj58RPCtvdQPxJBdReFde0dLiCRSVlhmDxSISkish2qAfCcEHxO+Nnj2G2tofHnxc+KHjjVEht7eCPxB498e+L9buRtjhhijGreIfEGqXATCRot3dyhcAPjKgH9In7EH/Bpn/wAFPv2qI9E8U/GbRfCv7Fnwy1T7PdS6j8bJbnUfivNpcxUPNpPwU8NNNrtjqkJLb9E+Jmt/DC6xG7b1DQmUA/0MP+CWH/BI/wDZY/4JM/Bq8+HHwF0y/wDEnjzxl/Z178X/AI5+MYbKT4hfE/V9OjlFnDcvZxJaeG/BuiSXN2vhbwRo/wDxLdIjubi8v7rXPEd/q/iHVAD9SKACgAIBBBGQeCD0I9D16/T86APzU/aW/wCCOn/BL/8Aa8uLzUvj5+xJ8CfFPiHUXkk1Hxp4c8MSfC34galJLndJqXxC+FF54I8bakyszPEb7XpxC7M8QVncsAfkt49/4M/P+CPPjCa4k8PaV+0t8Kkm3eXb+AvjgNRhtN3QW5+KHg/4kTtszhftU11nHz7v4gD4p+JP/BkX+yBqkVwvwg/bS/aS8DTsrfZZPiT4S+GHxVihc/ca4h8L6V8GnuVXjckdxalscMmaAPzM+L//AAZJ/tmeH/tUvwL/AGwf2bvijBBve3h+JPh34k/BrUr2NMkJFb6BpXxn06G6kAxHHcaxHahyBLexoDJQB+XXxU/4Naf+C13wwe6ls/2V9H+Kek2hbdrPwr+NHwe1xJgv3WtfD+u+M/DPjS5EgBKiLwuXHSRY2ZBQB+fvj/8A4JE/8FSvhg8//CZ/8E8/2xrG2tt32jVNL/Z6+J3ijQYdvUyeIfCnh3XNCUHBKE6jh1BZCyhjQB8ZeN/g58Xfhmzp8R/hX8R/h+8biKRPG/gfxP4UZJCdojddd0vT2Vy3yhGG7PGOm4Ay/A3xH+Ifww1uHxL8NPHnjP4eeI7do3t9f8DeKNb8Ja3A0T74mh1XQL7T7+Jo3+eMpOCj/MuDk0Afr98C/wDg4s/4LM/s/WNtpPhX9uT4k+NNFt1jjOnfG7SPBPx2uJ4o8bIpPE3xZ8N+LfGcSqAF3WfiW0lK/K0hQBaAPubw9/weC/8ABYTRVjXUtS/Zm8XFAAz+IfghJatNjqZP+EU8ZeGUBbv5SRY/hxwFAPWNP/4PSv8AgqpZqFuvgv8AsIar0zJe/Cn47RSHHUj+zf2mbCIE/wDXEgdloA6W2/4PXP8AgpguPtf7OP7C8/8Ae+zeBvj9a5+nm/tG3mP/AB7/AOJAN23/AOD2X/goSuPtf7LX7Gk/r9n0n43WufXHmfGS8x+Z/GgDuNJ/4PdP2wYdv9ufsXfs2ajjG/8AsnxX8UNG3eu37Zq+vbO+M78e+CWAPYfDH/B8b8QraSMeM/8AgnL4N1qLKiY+GP2mNb8MSYJ+Z411X4LeLlJA5WNnG4jaZUyGUA+6vg9/wexfsNeJZbe1+OH7Kn7TPwmmuGVHvvA198OPjBodkzEZlvbm/wDEXwt1v7Mg3FnsPDmoXJO0LZncWUA/VX4V/wDBzh/wRR+KkFt5P7ZFh8P9VnVWm0P4qfCz4w+CJ7EvjCXOu33gW48GSMDkN9h8TXix4JchCrsAfYehf8Fl/wDgk14ijWXT/wDgo/8AsW26uAwGu/tFfDDwvIAcY3Q+JvEejzIw7q6Ky85HFAHcW/8AwVT/AOCYF2AbX/go/wDsF3Oenkftf/s9y5z7R/ERjn2x+ePlANVP+Cm3/BNuQAx/8FB/2IHB6FP2sPgMwP0I8ff57UATr/wUs/4Jyv8Ac/b+/Ynb/d/aq+BTfy8eH1/+uM4oAsL/AMFIf+Cd7/c/b1/YvbPTb+1J8Dmz+Xjo/oPzoAsL/wAFFv8Agny/3P27P2N3/wB39p74JN/Lxv8A5/2c4YAnX/goZ+wG/wBz9uP9j58/3f2mPgs3X6eNTn9PrQBYX/goD+wa/wBz9tr9kZ/939pL4Nt/Lxn/AIf1YAsx/t6fsMzELF+2f+yfKx6LH+0V8IHJ+gXxix/Q0AbNp+2l+xzfsqWP7WX7NF67fdS0+O/wtuGb/dWHxUzHt0H58CgDudL/AGgvgLrZQaL8bvhDq5fGwaX8SvBmoF89NgtNamLZ7YH58hgD1Syv7HUraO9068tdQs5gTDd2VxDdW0oBwTHPA8kUgB4JVzyMHOKALVABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf//S/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/Df/gpf/wAHB3/BPL/gmXeav4B8feO7/wCNH7Q2mxMr/s+fBIab4l8W6HevEr20PxI8Q3N9ZeEPhop822nuNN8Qau3jP+zLmLVNK8HaxbMhlAP4Rf8Agod/wdY/8FG/2z4Nd8C/BfU7H9ib4LaoLm0bQfgxrOoXfxe1nSpw6/ZfE/xzuoNN8QW0mxtrv8NdF+GqTws1pqCahCXMoB+AXwF/Z0/aJ/bB+K1j8LP2e/hX8Q/jt8WPFNzNe/2B4N0fUPEesSC4uVN/4h8RajzaaLo8NxcCfWvFXiXUNO0XTxI13q2qW0ReWgD+6f8A4Jhf8GbegaVHoHxX/wCCpHjn/hItTP2bUYP2V/g34juLTQLT7sn9n/FX4waUbfVNYmKu8F/4f+Fc+j2lpcwR3Fj8TNbs5pLSgD+234Cfs3fAH9lrwFY/C/8AZy+Dfw4+CfgDTxGYvC/w28J6P4V065uY4lhOpat/Zdrb3Gua1cKu6+13Wpr7WdRmaS4v72e4leRgD2ugAoAKACgAoAKACgAoA8z+J3wV+Dnxs0V/Dfxm+Evwz+Lnh2SOWGTQfid4D8LePdFeGYbZon0vxVpWrWLRzKSssZhCuDhwwIWgD8Mf2l/+DXH/AII4/tHz3uq2f7Pmt/s7eJb8ymfxB+zT441P4fW6GTJQWfgHW4PGXwm01YHZnjGm/D+0DZEc3nQpGkQB+Mvxa/4MfPhDqMlzcfAr9vv4keD4lLtZ6V8Wvgr4Y+JEko58uC58QeD/ABn8KlgPTfdxeGbjocWZzhQD8/fG/wDwZLft5afLKPhx+1n+yP4st1ZvJk8an4x/D+eVBnYZIND+GvxJjikYYzGLqVFPHmsBuoA8Lvf+DM7/AIKzWjOsHjv9i/U1UkB7L4wfE2NXA/iQal8DNPkAPUb0U88gc0Acxf8A/Bnb/wAFfLNGe3l/ZW1Rh0jsPjXrUbt/unU/hxpsfP8AtSL7jtQB53qn/BpH/wAFodP3fZPhL8G9d29P7L+P3w/h346bf7butGxn/b2+px92gDg7n/g1R/4LgwMyxfspeFrwKcB7b9o79nFVf3UXnxQtHAP+2in128bgCC2/4NV/+C4s8gSX9kjw7ZKW2ma5/aQ/ZneNR/fIs/i1dzbf92Jn9EPSgD2Twd/waEf8FjvE80Met+E/2efh2krBXuPGPx10u9htwerzL8PtB8dTlV6kQQzv/dVs4oA+3Ph9/wAGR37Zmpxwt8VP2yv2ZPBcjbfPj8AeHvin8S1iz94Rv4h8PfCjzio6BliDH+IA7qAPpPTf+DGe8eKN9Y/4KcW1vMR+9t9N/Y5lvIge4jvLr9p+wZh7tYp64HRgD1jwf/wY8fBiyuYn8f8A/BQf4n+JrNWHnweD/gH4U8DXMi5+YRXetfEj4hxQsVyAz2VwFPJVgMUAfoP8Mf8Agzx/4JEeBraJPGP/AA038aLsKhuLjx78ZbLQoZJRgyeRbfCjwV8OGgt2bIjilubqaOMhWu5XBlcA+jrX/g1d/wCCG1uipN+x7rV8w6y3X7Sf7UKO+P7wsvjDZxjP+xGvtjpQB6D4W/4Nn/8Agh94Qu4r7Sv2EPDF7PEyuF8U/GH9o7xtaOy/89dM8ZfGLXNNlUkfNHJatEehQqfmAP1B/Z+/Yy/ZI/ZRs5bL9mn9mj4GfAlbm3Frf3nws+F/g7wZrGrwgg41zXtE0i01vXXJVN02sahezMEjDSMESgD6WoAKACgAoAKACgAoAKACgAoAKAI5oYbiKSC4ijngmRopoZkWSKWNxteOSNwySI6kqyMCrA4PBNAHxN8cP+Can/BPn9pK1vYPjj+xb+zP8Rbq/DifX9Z+DvgeHxhGZAQ8lj440zR9P8YaXM4PzT6brlrM3eQEZoA/GD4vf8GiH/BHL4m391feFPB3x++AgunaQ2Pwh+N2o31hBI5JdrWD40aF8YmgVmYstusptYRiO3hihVY1APjrxD/wZLfsF3LSHwp+1l+13oqnPlL4hf4NeJmT08xtN+GXhIS44ztSHPbbmgDynUP+DH79nyRidL/b2+MtmnOF1D4O+CNSYemXt/FOkg47/u1z2xyaAOauf+DHT4WNn7J/wUT+IEPp9p/Zy8O3WPY+V8XbTP1GP60AYNz/AMGNnhNs/ZP+ClXiKH+79p/ZP026x6Z8r9oa0zj/AIDn2zQBw+rf8GNOuRbjof8AwUx0m+6lE1b9kS80vHorS2f7SWsZx0LiIZ67FzhgDxnxV/wZC/tR2kcx8E/tx/APxDKqt9nTxV8OfiH4Ojlb+ETS6Rc+OWt1PG5o4bkr2VqAPz9+M3/Boh/wWL+F4upfBXg34DftC29vvkQ/CL426PpF1NCvzZWz+N+l/Bx2nEYy1tC8ztJmK2NwxTeAfll8TP8AgjL/AMFX/hHNcReNP+CeX7WwitC4udS8I/BXxp8SNCgWPIaSXxD8ONN8WaEkHHy3DaisD8bJGytAHyhrf7Jf7VPhmQw+I/2Zv2gvD8ykhotb+DPxG0qQFeoMd/4agYEd8g479M0AcTcfBb4x2hIu/hN8TLYqcMLjwH4phII9fM0xcEehx9egoAyn+GfxHjJEnw/8boR1D+FNeUj6g2PH4/0FAFd/h949j+/4H8Xp/v8AhrWl/nY/4/1UAgbwR40T7/hHxQn+9oGqr/O0/wA9+goArt4T8VJ9/wANeIF/3tG1Efzth/M+/agCBvDviBPv6FrKf72mXq/zgH+fXGKAK7aRqyfe0vUV/wB6yuR/OIf57DFAFaS0uoRma2uIgO8kMiD82Vf5/lzuAK9ABQB6X8MPjP8AGH4Ja/B4q+DPxX+JXwj8UWs0c9t4j+GPjrxR4C163nhOYpodX8K6npd/HLEQDHIlwroeVIxQB/Qr+xr/AMHXX/BVr9l6403R/id488L/ALYXw7tWhhuPDvx90YSeNoLFNvn/ANjfFzwi2g+MpNVmCALqPjt/iFaw5kI0t2bdQB/UL+z7/wAHon/BPLx7pun2/wC0H8Dv2jf2fPFUqxf2k2h6b4W+M/w+s3YYl+zeJ9H1vwl41vFjbLfN8L7YmPBGZAUoA/oE/Yx/4Kv/APBPP/goG50/9lD9qP4d/ErxZHZyX9z8N7yTV/AnxUtrS2jEl9ef8Kz+IOmeF/G17puncpfa1peiX+hwsVI1N45YXlAP0PoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//0/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/lJ/4OgP+C1HiT/gnf8ABPw5+y3+zT4p/sH9rj9o/QNQ1K68YaXPGNc+BvwUFzc6LfeN9KbJk0/xx471a21Pwv8AD/U0ieTRYNG8ZeJrW403XdF8N3FwAf5oH7P37On7Rv7a3xs0n4P/ALP/AMOvG/x0+Nfj++v9Sj0TQ1fU9XvXknFzrfijxRr+q3MOnaLo9tPdfbPEPjDxXqunaNp5uPtWr6rb+aJGAP7fv+Cff/BlxCE0Hx//AMFJfjvI0jC2v5/2ef2dbtUSM/LOumeNfjTrmmu0pwfsWt6P4D8JxBWEzaH8R5FMN3QB/a3+yr+xh+yx+xD8O4fhV+yl8DPAHwS8Fr9mfULTwfpAj1nxLd2kTQ2+q+NfFuoS3/i3xxrccLtCuueL9c1vVhCRB9tEKoigH05QAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBnXej6Tfo0d9penXqN95LuytrhG/wB5Zo3B/EH6UAcHq3wU+DWvo8eu/CT4Za1HLnzI9W8B+FdSSTPXet5pUwfIJzuU5746UAfGnx5/4JEf8ExP2l9FudE+MX7C37NmurcrIja74d+GWg/DfxxCsgIdbL4h/DO38I+PNPVid5Wx8RQIZFSUguiOgB/MZ+2j/wAGVfwG8Zyan4o/YR/aT8V/BbVZmmubf4V/Hayk+Jfw9aZ8+Vp2jePtCi0rx/4V0yEbD52vaX8U9SkYSBrgK6CIA/nJ+Nv/AAanf8FoPg9LqUuh/AHwP8d9F0wSvLr/AMEvjJ4A1KO6giBPnad4Z+IWp/Djx/qJkxiK1s/CEt+5IH2NcmgD8K/E/hP4+fsnfGN9C8W6D8VP2d/j18KfEFjfiw1ix8T/AAx+J/gLxJYPFf6VqloJk0fxHoOoxf6PqOkapaNA8kL21/p9y8MsMzAH+ld/wbaf8HAt9/wUF0ZP2NP2v9f0uL9sbwN4el1HwB4/lWz0mP8AaU8EaHatJq8s9jAttYRfF3wdYwHUfE1jpcFvF4t8NJc+LtO0yGXQvFjwAH9c9ABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//1P7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDyL4+/HL4bfszfBT4pftBfGDX4vDPwx+D3gfxD8QPGmsybHlt9E8OafNfz2+n2zyRHUNZ1J4o9M0LSYWN3rGs3lhpVkkt3eQRuAf4mn7ff7ZXxQ/wCCiX7Y3xn/AGqviMl23iP4veMpJvDPhOCabUYfBfgixEWh/Dv4daIqJ++t/C/hi00nRhLb28UutapHfa1cxPqerXkkoB/p0f8ABtV/wSRb/gmx+xpb/EL4v+E4tK/a8/afttK8a/FZdSs4xr/w08DLGbn4ffBfzpEFxp9zo9lcN4m8e2CJBL/wnWtXmiag+o2/g7Q7pAD+kCgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/CT/gu3/wAEY/hn/wAFXv2a9Yn8O6JoXhz9sf4T+H9S1T9nz4otDb2F1rE9os2pS/Bvx1qf7o33gHxrcCW1sbjUJJT4D8TXsHizSsWjeJtG8SAH+SZ8PvHnxo/ZG+P/AIa8f+ELzxD8Kfj1+z38TrfVdOe6tZtO8QeCviH8PtfKXelazpV2iMJtP1fTrnR/EOganC1teQDUNG1W1mtZ7m3cA/2h/wDgl1/wUC+HX/BTP9i74SftVeAmsNP1XxLpn/CPfFjwRZ3X2mb4afGPw7Ba2/j3wTciSR7tLS2v5oda8L3N8sN3rPgnW/DOvyQRLqyIoB+g9ABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/9X+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/z3P+DxX/AIKp/wBt654Z/wCCWXwa8R7tK8NzeHfij+1pfaVdZjvfEMkNvrnwp+D160Uih4dCs57L4o+KrGVJ7eXVNQ+G7RSwX+ganbUAdh/wbEf8G9t7p134A/4KYftxeCprK7tmsfF37JPwL8VacYriCXat1ofx++IWjX0AkgmizFqXwh8O30KTRSC1+I15BG6+DpaAP786ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP85D/AIO7f+CQl78MviX/AMPQ/gN4Wkf4a/FfUtL8P/tVaNolixt/A/xWmWDS/DPxangtI/Ks/D3xQiitNC8VX8sVvb2vxJtbHUL68vdX+JSJEAfmj/wa/f8ABT7Xf2Ev2+vCXwP8Za9Kn7Nf7ZfiHw18JfHel3tw39l+Evijqd22k/CD4m2aSyR2+nzW/iXU4PBfiy9eW3sm8G+J77VtVF5N4V0MWgB/rO0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/W/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP5+dY/4NvP2BPGH/AAUo8Yf8FI/iS3xA+JviHxd4vHxQm+APja88P6v8E4viw0dr5vi+/wBPk0IeIPEGkR39oviGy8D63rN54ch1+WU3cWoeHEs/DNoAf0DAAAADAHAA6Aeg6dPp+VABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQBzHjXwV4P+JHhHxL4A+IPhfQPG/gbxnompeGvFvhDxVpFjr3hrxL4f1i1kstV0XXNF1OG40/VNM1G0mltryyvIJbeeGRo5I2U4oA/mi1X/g0Y/wCCTkvx90L45eE3/aV+HGmaD4v0vxnb/BTwb8W9GPwqOoaRqcGr2unQXXifwD4l+K2m6LLeQAXFrp3xQtbuGDZBo9/pCRJQB/UJQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//9f+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/9D+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/9H+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPhf9qX/AIKZ/sDfsT+LNC8B/tUftV/CT4LeN/EmiDxNo/g/xXrsjeJ7jw495c6fb69NoWkWup6np+j3t9ZX9npuo6ja2lpqV1p2pwafNdSadepbgHy//wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAB/wARAf8AwRo/6SDfAn/wK8U//M3QAf8AEQH/AMEaP+kg3wJ/8CvFP/zN0AH/ABEB/wDBGj/pIN8Cf/ArxT/8zdAHuH7PP/BXL/gmp+1f8TdK+DP7PX7ZfwV+J3xU1+11K88P+A9H1+5sPEXiGPSLKbUtUi8P2Ou2OlNrl7YaZbXeq3Om6UbzUI9Ksb/UzbCx0+9uIgD9GKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9L+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8AKx/4ObfAsHxX/wCDgm4+F2oandaXYfEPTv2Q/h/PqltGlzc6RZeMdB8L6Hc3tnbTusMktmNVnvYrd2SGWcESEb3egD9w/wDiCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAD/iCB/Zr/6Ps+OP/hq/AX/y5oAP+IIH9mv/AKPs+OP/AIavwF/8uaAD/iCB/Zr/AOj7Pjj/AOGr8Bf/AC5oAP8AiCB/Zr/6Ps+OP/hq/AX/AMuaAP5zf2Qf2WdG/Yc/4OZfgD+yh4W8Yax440P4GftveDfA2m+MNZsbXSNY1+zSxtrt7y/0/TpZrS1kmGoywSQQSvE0S4JYO4UA/wBb2gAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/0/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5dnif8A5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9T+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+XZ4n/AOVxe2/7SL+Ef/TLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//V/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l2eJ/wDlcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//1v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5dnif8A5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9f+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+XZ4n/AOVxe2/7SL+Ef/TLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//Q/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l2eJ/wDlcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//0f7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5dnif8A5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9L+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+XZ4n/AOVxe2/7SL+Ef/TLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//T/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l2eJ/wDlcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//1P7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5dnif8A5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9X+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+XZ4n/AOVxe2/7SL+Ef/TLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//W/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l2eJ/wDlcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//1/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5dnif8A5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9D+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+XZ4n/AOVxe2/7SL+Ef/TLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//R/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l2eJ/wDlcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//0v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5dnif8A5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9P+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+XZ4n/AOVxe2/7SL+Ef/TLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//U/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l2eJ/wDlcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//1f7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5dnif8A5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9b+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+XZ4n/AOVxe2/7SL+Ef/TLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//X/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l2eJ/wDlcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//0P7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5dnif8A5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9H+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+XZ4n/AOVxe2/7SL+Ef/TLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//S/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l2eJ/wDlcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//0/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/nHf8AB4r+2N+1T8Lf2/fgB8EfhZ+0H8X/AIXfC3T/ANkXwj8TR4P+GvxB8U+A9M1Dx34w+MHxv8M634l1tfCuq6TJreoPoHgTw1pentqsl3HpFtaXQ0qOzfVdXe9APlmL/gg9/wAHQM0Uc0fjr4uGOWNJUJ/4KCaeCUkUMpIPxbyCQRweR0NAEn/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AH/Dhr/g6D/6Hn4t/wDiwXTv/nt0AfDH7e37G3/Bdf8A4JofDXwf8Xf2t/jf8ePAvgjxx47g+HXhvUtA/bP1nxzdXXiyfQNc8TxWcuneEviTqV9ZwnSPDuqXH264hS1WSCOAyiaaJHAP9Gz/AIN+/jb8Vf2if+CPn7E/xb+NnjjX/iT8TNf8GfEDRvEPjjxVfTar4l8Q2/gP40/Ev4feHbvX9XunlvtZ1iLwv4W0W01HWtSnudV1i6t5dT1W7u9Rurm5lAP2OoAKAP8ALs8T/wDK4vbf9pF/CP8A6ZdFoA/1E6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9T+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5fX/AAenf8pUvgj/ANmFfCn/ANX7+09QB/p8ab/yDrD/AK8rX/0RHQBdoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/jO/4PZf+Ue37LX/AGeXpP8A6pH4w0Afqf8A8GyX/KDf9hL/ALAfxz/9af8AjZQB+8VABQB/l2eJ/wDlcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//1f7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l9f8AB6d/ylS+CP8A2YV8Kf8A1fv7T1AH+nxpv/IOsP8Arytf/REdAF2gAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD+M7/g9l/5R7fstf8AZ5ek/wDqkfjDQB+p/wDwbJf8oN/2Ev8AsB/HP/1p/wCNlAH7xUAFAH+XZ4n/AOVxe2/7SL+Ef/TLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//W/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wAHp3/KVL4I/wDZhXwp/wDV+/tPUAf6fGm/8g6w/wCvK1/9ER0AXaAPx3/4Ki/8Fw/2Kf8AgklrHww8LftKQfF7xb43+LOl6v4i8OeB/gr4P8PeKfEFj4W0e8TTJfE/iCXxf41+H+gabpN5qxn0vTEj1y71W+u7HUDDphtbO4uUAPya/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoAP8AiNJ/4JU/9Ea/bv8A/DT/AAL/APomKAD/AIjSf+CVP/RGv27/APw0/wAC/wD6JigA/wCI0n/glT/0Rr9u/wD8NP8AAv8A+iYoA2PD3/B5t/wSd1rXdH0jUfh1+2v4TsNT1KzsbzxP4h+EXwon0Lw/bXU6QzaxrEPhf4++JfEkum6ejtc3keheHtb1VoI3Fjpd7cGO3lAP6w9G1jS/EOkaVr+iX1vqmi65ptjrGkalZyCW01HS9TtYr2wvrWUcSW93aTw3EEg4eKRWHUUAaVABQB/Gd/wey/8AKPb9lr/s8vSf/VI/GGgD9T/+DZL/AJQb/sJf9gP45/8ArT/xsoA/eKgAoA/y7PE//K4vbf8AaRfwj/6ZdFoA/wBROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/1/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPzm/wCCnX/BTr9nH/glb+zlqfx6+PeqSajq2pSXmhfCP4SaFd20fjn4w+OorT7TD4d8PRTiRNO0jT1eC88X+Mb6B9H8J6TLHNcR6hq+oaDoWtAH+Ut/wUR/4Ldf8FAv+CkPxD1nX/ij8afFvw++FjahO/gz9nn4TeJde8H/AAo8I6T5zHTra+0vSr20uPHviG3iObrxh43l1nWZrma7TSzoejS2uh2AB/Zr/wAGb3xO/bt8efBf9q/Qv2hde+KHir9mrwF4q8A+HvgXqfxavNf1S+0D4jRJ4tHxa8E+BNU8SST6qPDei2Efgq58ReHPP/sbw14hv7dtItLPU9a8TiUA/tNoAKACgAoAKAP8uz/g4V/5WW/AP/Y3/sJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wenf8AKVL4I/8AZhXwp/8AV+/tPUAf6fGm/wDIOsP+vK1/9ER0AXaAP81T/g9s/wCT5f2RP+zULv8A9W/47oA/o5+C3/Brr/wRV8YfBz4TeLfEH7LXia817xT8M/AfiPW7xP2h/wBoe1S61fW/C2lanqVytra/EyK2tlnvLqaVYLeKOCEN5cMaRqqqAemf8QqX/BD7/o1HxR/4kf8AtHf/AD0KAD/iFS/4Iff9Go+KP/Ej/wBo7/56FAB/xCpf8EPv+jUfFH/iR/7R3/z0KAD/AIhUv+CH3/RqPij/AMSP/aO/+ehQAf8AEKl/wQ+/6NR8Uf8AiR/7R3/z0KAD/iFS/wCCH3/RqPij/wASP/aO/wDnoUAH/EKl/wAEPv8Ao1HxR/4kf+0d/wDPQoAP+IVL/gh9/wBGo+KP/Ej/ANo7/wCehQAf8QqX/BD7/o1HxR/4kf8AtHf/AD0KAD/iFS/4Iff9Go+KP/Ej/wBo7/56FAB/xCpf8EPv+jUfFH/iR/7R3/z0KAD/AIhUv+CH3/RqPij/AMSP/aO/+ehQAf8AEKl/wQ+/6NR8Uf8AiR/7R3/z0KAD/iFS/wCCH3/RqPij/wASP/aO/wDnoUAH/EKl/wAEPv8Ao1HxR/4kf+0d/wDPQoAP+IVL/gh9/wBGo+KP/Ej/ANo7/wCehQAf8QqX/BD7/o1HxR/4kf8AtHf/AD0KAD/iFS/4Iff9Go+KP/Ej/wBo7/56FAB/xCpf8EPv+jUfFH/iR/7R3/z0KAD/AIhUv+CH3/RqPij/AMSP/aO/+ehQAf8AEKl/wQ+/6NR8Uf8AiR/7R3/z0KAD/iFS/wCCH3/RqPij/wASP/aO/wDnoUAH/EKl/wAEPv8Ao1HxR/4kf+0d/wDPQoAP+IVL/gh9/wBGo+KP/Ej/ANo7/wCehQAf8QqX/BD7/o1HxR/4kf8AtHf/AD0KAD/iFS/4Iff9Go+KP/Ej/wBo7/56FAB/xCpf8EPv+jUfFH/iR/7R3/z0KAD/AIhUv+CH3/RqPij/AMSP/aO/+ehQAf8AEKl/wQ+/6NR8Uf8AiR/7R3/z0KAD/iFS/wCCH3/RqPij/wASP/aO/wDnoUAH/EKl/wAEPv8Ao1HxR/4kf+0d/wDPQoAP+IVL/gh9/wBGo+KP/Ej/ANo7/wCehQAf8QqX/BD7/o1HxR/4kf8AtHf/AD0KAD/iFS/4Iff9Go+KP/Ej/wBo7/56FAB/xCpf8EPv+jUfFH/iR/7R3/z0KAD/AIhUv+CH3/RqPij/AMSP/aO/+ehQAf8AEKl/wQ+/6NR8Uf8AiR/7R3/z0KAD/iFS/wCCH3/RqPij/wASP/aO/wDnoUAH/EKl/wAEPv8Ao1HxR/4kf+0d/wDPQoAP+IVL/gh9/wBGo+KP/Ej/ANo7/wCehQAf8QqX/BD7/o1HxR/4kf8AtHf/AD0KAD/iFS/4Iff9Go+KP/Ej/wBo7/56FAB/xCpf8EPv+jUfFH/iR/7R3/z0KAD/AIhUv+CH3/RqPij/AMSP/aO/+ehQAf8AEKl/wQ+/6NR8Uf8AiR/7R3/z0KAD/iFS/wCCH3/RqPij/wASP/aO/wDnoUAH/EKl/wAEPv8Ao1HxR/4kf+0d/wDPQoAP+IVL/gh9/wBGo+KP/Ej/ANo7/wCehQAf8QqX/BD7/o1HxR/4kf8AtHf/AD0KAD/iFS/4Iff9Go+KP/Ej/wBo7/56FAB/xCpf8EPv+jUfFH/iR/7R3/z0KAD/AIhUv+CH3/RqPij/AMSP/aO/+ehQAf8AEKl/wQ+/6NR8Uf8AiR/7R3/z0KAD/iFS/wCCH3/RqPij/wASP/aO/wDnoUAH/EKl/wAEPv8Ao1HxR/4kf+0d/wDPQoAP+IVL/gh9/wBGo+KP/Ej/ANo7/wCehQAf8QqX/BD7/o1HxR/4kf8AtHf/AD0KAD/iFS/4Iff9Go+KP/Ej/wBo7/56FAB/xCpf8EPv+jUfFH/iR/7R3/z0KAD/AIhUv+CH3/RqPij/AMSP/aO/+ehQB/E3/wAHQP8AwTh/ZE/4JsftQ/s5/DX9j74b6j8NPB3xA+Al7458VaZqPjvx349k1DxLD8Q/EugR38eoePfEXiK/skGl6daW/wBjsri3sy0ZmMJmeR2AP9Rz9mb/AJNv/Z+/7Ij8Kf8A1A9BoA9uoAKAP4zv+D2X/lHt+y1/2eXpP/qkfjDQB+p//Bsl/wAoN/2Ev+wH8c//AFp/42UAfvFQAUAf5dnif/lcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//Q/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDzb4x/F34e/AH4UfEb43fFnxJZeEPhn8KPBniHx9458S6gxFvpHhrwxplxquqXQiQNNd3X2a2eKx0+1SW91K+kt9PsYZry5ghcA/wAYP/grN/wUw+LH/BVD9r/xx+0T4+n1LR/AlpcXfhT4D/C+e783TvhZ8JbC/uJNA0RYYpZLObxRrIc+IPHmtwljrXii/vDbNBodloel6aAf2cf8G2X/AAbn+FPhl4S+Hn/BQv8Abx8CW3iH4weJbXS/G37OXwF8X6alxo/wk0K6jh1Dw18U/iFoV9EYtR+KWrQPb6x4P8NapA9r8NbCSx1vUbV/iJNbQeAQD+42gAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5fX/AAenf8pUvgj/ANmFfCn/ANX7+09QB/p8ab/yDrD/AK8rX/0RHQBdoA/zVP8Ag9s/5Pl/ZE/7NQu//Vv+O6AP9EP9m/8A5N3+Av8A2Rf4W/8AqD6FQB7RQAUAFABQAUAFABQAUAFAHz98Ev2sP2ZP2ldV+Iuh/s+fH74Q/GrWPhFr8fhj4nab8MfH/hrxpeeBtdne9itrDxJBoOo30mmtdz6XqttZ3EwFreXek6vaW08tzpWoRW4B9A0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+a1/we3f8nu/sf/8AZq2pf+rb8ZUAf6G/7M3/ACbf+z9/2RH4U/8AqB6DQB7dQAUAfxnf8Hsv/KPb9lr/ALPL0n/1SPxhoA/U/wD4Nkv+UG/7CX/YD+Of/rT/AMbKAP3ioAKAP8uzxP8A8ri9t/2kX8I/+mXRaAP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9H+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP4Xv+Dzn/goff+Bfhj8Gv+Cb3w81ySz1T4yRWvx0/aCFlcGOd/hl4Z1650/4VeDLwIWSWw8WfEDQ9c8X6nbyCC6tpvhr4YdTLZaxMjAH89n/AAbG/wDBLyz/AOCh37etj4++KHh2LW/2af2RV0D4r/E+x1K0FzovjbxxcX11/wAKh+F99HKkltd2Wua9o+o+LPEmn3cFxYar4Q8E674fvkj/ALftXYA/1tKACgAoAKACgAoAKAP8uz/g4V/5WW/AP/Y3/sJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wenf8AKVL4I/8AZhXwp/8AV+/tPUAf6fGm/wDIOsP+vK1/9ER0AXaAP81T/g9s/wCT5f2RP+zULv8A9W/47oA/0Q/2b/8Ak3f4C/8AZF/hb/6g+hUAe0UAFABQB/lI33/B1J/wVP8ADn7eHiH42XPxOsJfgba/FLVdOm/ZL1zwp4ci+GVh8KbXxFLaJ4Le+sfD7eNrHxXp+iwqz/EG21ifxO3iGJ7m6j1HQnn8K3AB/od/sZf8FjP+Ca37f+vr4M/ZZ/as8CeOviG9rcXkXwy16w8VfDP4kXsFlC9zqMuieCfidoHhDX/FEGl26PcaneeFbPXLGxt0NzcXSW371gD9M6ACgClqWpado2nX+saxf2WlaTpVldalqmqaldQWOnabp1jBJdXt/f3t1JFbWdlZ20UtxdXVxLHBbwRyTTSJGrMoB/nFf8HBn/BzfrHx4l8cfsSf8E5/Gd7oPwLzqHhX40ftL+HbqfT9e+M6fvbPWPBPwn1GF47vQ/hNMPNs9c8Y25h1j4lwmXT9Hl0/4fvdXHj0A/WD/gzr/wCCeniL9n39kn4l/tufEjTdQ0jxb+2HfaJpnwx0a+823Np8CPh1c6qul+K3sm8qSOb4jeMdU1y+svtcEizeE/DPhPXtIuDYeJZWnAP7IqACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/Na/4Pbv8Ak939j/8A7NW1L/1bfjKgD/Q3/Zm/5Nv/AGfv+yI/Cn/1A9BoA9uoAKAP4zv+D2X/AJR7fstf9nl6T/6pH4w0Afqf/wAGyX/KDf8AYS/7Afxz/wDWn/jZQB+8VABQB/l2eJ/+Vxe2/wC0i/hH/wBMui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/S/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/HG/4OO/jTf/HD/gs7+29rNxdyT6b4B8f6F8FtAtDKZINKsPg/4J8N+A9TtLQEnyo7vxVo/iPW7mIEhdR1a+YBd+xQD++D/g06/Zt0P4Gf8EffhP8AEKLTobfxh+1D4++J3xq8X3jQp9tltrHxdqXws8E2LXfzSyabF4O+Hmla5Y2m5YLS78SarJHEtxeXbygH9LNABQAUAFABQAUAFAH+XZ/wcK/8rLfgH/sb/wBhL/3Q6AP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/y+v+D07/AJSpfBH/ALMK+FP/AKv39p6gD/T403/kHWH/AF5Wv/oiOgC7QB/mqf8AB7Z/yfL+yJ/2ahd/+rf8d0Af6If7N/8Aybv8Bf8Asi/wt/8AUH0KgD2igAoAKAP4Kv8Agr7/AMGjHxG+NXx9+JP7Tf8AwTs8ffDbS7T4seJtZ8e+N/2dPipqGp+ELfQfGXiK9n1TxLd/Cjxnpmja7o8mha/rN3c6pD4M8U23hqz8KvNeW2j+JbzSW0vQ9IAP4b/i18LP2if2Bv2ofEvwy8bprvwb/aS/Zv8AiHZLcXXhvxDCuteDvGnh6ax17w/4i8MeKfDt5NBIrRyaX4g8O67pN60dzZ3NjfW0oWUbQD/YK/4I2/8ABS34c/8ABT39iX4V/GbR/F2g6j8bfDnhXw34R/ab8D2UlpZa34I+MenaWln4hvbvw7EVl0zwt47vrC+8W+BLyGJ9MvNCvv7Ogum1XRNastPAP1aJCgsxAABJJOAAOSSTgAAckk/ligD/ADPv+Dl7/g4K1f8Aam8X+Mv2Af2MPHEtl+y54O1O58PfHP4p+FtQeJv2ivFulXMkOpeEdC1eymH2n4JeHL6E20k1q4s/ibrdvLqW++8GWWhza8AfmV/wQO/4InfED/gq5+0JZeKPHGlat4b/AGKvg34k0y7+Onj8/a9OPji9tTb6pD8EPh/qEflyXfizxPaPbnxRqmnzIngDwjfHXL26h1vVPB2la8Af67Phbwv4c8D+GPDngvwdoel+GPCPhDQtI8L+FvDeh2UGm6L4e8OaBp9vpWiaHpGnWqR21hpek6ZaW1hYWVvHHBa2lvDBCixoqqAb1ABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/mtf8Ht3/J7v7H/AP2atqX/AKtvxlQB/ob/ALM3/Jt/7P3/AGRH4U/+oHoNAHt1ABQB/Gd/wey/8o9v2Wv+zy9J/wDVI/GGgD9T/wDg2S/5Qb/sJf8AYD+Of/rT/wAbKAP3ioAKAP8ALs8T/wDK4vbf9pF/CP8A6ZdFoA/1E6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9P+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8PD/gqHrr+J/wDgpb/wUL8QvJ5n9s/twftW6hG2cgW9z8dfHcltGnJ/dxW5iijGTiNFGTjNAH+tx/wQ20SPw/8A8Eg/+CddhFGIluP2WPhhrZUADMnibR18SSyYHeaXVnlJ6sX3HkmgD9V6ACgAoAKACgAoAKAP8uz/AIOFf+VlvwD/ANjf+wl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5fX/B6d/ylS+CP/ZhXwp/9X7+09QB/p8ab/wAg6w/68rX/ANER0AXaAP8ANU/4PbP+T5f2RP8As1C7/wDVv+O6AP8ARD/Zv/5N3+Av/ZF/hb/6g+hUAe0UAFABQAUAfxq/8HOv/BAzxh+21Ef29v2N/DLeIP2m/BfhWz0T40fCHS4l/tf47+BPC9m0Og+JfBkKIG1P4t+CdJjTRBoErtdePPBtlpOjaFIPEnhfQ9B8VgH+fF+yf+1/+1N/wT0+Pen/ABn/AGcfiD4p+DnxZ8HXtzomvWLQSJp+t2NreqmueAviT4L1aJtO8R6DPd2nk6r4b8Q2EhstRtYL+0/s7XdMsL+0AP6b/wBvL/g7h+MX7Xf/AATz/wCGb/h38Irz9nn9pX4ptf8Agz9of4o+DvELXXgh/hW2m28WqW3wbN1dv4w8M638TZri+0TxHZ69Jqb+C/CcF9Y6L4o8S6r4nh1fwmAfg9/wST/4Jf8Axe/4Kt/taeF/2fvh99t8OfD/AEgWviz48/Fr7D9p0v4WfDC3vY4dR1IeaPst94w8QSZ0LwF4cdvM1rX5xc3f2Xw5pHiLWNKAP9j/APZi/Zn+C/7HnwK+HP7OH7PvgzT/AAH8KPhdoFvoHhrQ7JVe4nKkzalr2vahsS41zxT4k1OW61zxN4gvi9/ret317qN5I807bQD3qgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP81r/AIPbv+T3f2P/APs1bUv/AFbfjKgD/Q3/AGZv+Tb/ANn7/siPwp/9QPQaAPbqACgD+M7/AIPZf+Ue37LX/Z5ek/8AqkfjDQB+p/8AwbJf8oN/2Ev+wH8c/wD1p/42UAfvFQAUAf5dnif/AJXF7b/tIv4R/wDTLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//1P7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wqf24bxtR/bU/a/1Bzlr79qL4/3jHrlrn4seLZic85yXPf8AOgD/AGPv+CQFstr/AMEpf+CbUS4w37DP7LNzx/evPgr4MvH9Od05z7569aAP0YoAKACgAoAKACgAoA/y7P8Ag4V/5WW/AP8A2N/7CX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l9f8Hp3/KVL4I/9mFfCn/1fv7T1AH+nxpv/ACDrD/rytf8A0RHQBdoA/wA1T/g9s/5Pl/ZE/wCzULv/ANW/47oA/wBEP9m//k3f4C/9kX+Fv/qD6FQB7RQAUAFABQAUAfxGf8HcX7DP/BNDwj+zte/tpeLtNuPhJ+3F468UaV4P+GMnwuXSrKT9ozxDHJaz+IJPi14QnVbLVdO8G+ERd6jq3xR09dK8UafcN4U8P6xrHiFNR8NeHJQD/N6oA/vx/wCDTX/grB/wT2+A3wrm/YR+Jug6L+zf+0d8RfiBf+Ih8dfFer27+Df2ltc1K8mtvB/hjWPFd9FaL8O/E/hPRZ7fwn4M8G6tcf8ACHa5Il5qOhazH478aajoepAH+gPQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/mtf8Ht3/J7v7H//AGatqX/q2/GVAH+hv+zN/wAm3/s/f9kR+FP/AKgeg0Ae3UAFAH8Z3/B7L/yj2/Za/wCzy9J/9Uj8YaAP1P8A+DZL/lBv+wl/2A/jn/60/wDGygD94qACgD/Ls8T/APK4vbf9pF/CP/pl0WgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//V/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/CQ/a+l+0ftZftQz5z537RPxrlz6+Z8SvEz57dc+n5UAf7Mv8AwSQXb/wSs/4JrD/qwv8AZGb/AL6+AngFvf8Avf8A6ulAH6FUAFABQAUAFABQAUAf5dn/AAcK/wDKy34B/wCxv/YS/wDdDoA/1E6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/L6/4PTv+UqXwR/7MK+FP/q/f2nqAP8AT403/kHWH/Xla/8AoiOgC7QB/mqf8Htn/J8v7In/AGahd/8Aq3/HdAH+iH+zf/ybv8Bf+yL/AAt/9QfQqAPaKACgAoAKAM7WNY0nw9pOqa/r2p6fouh6Hp19rGtazq15b6dpek6TpltLe6jqepahdyRWtjp9hZwTXV5eXMsdvbW0Us00iRo7KAf45f8AwXw/4Kg3v/BUb9vTxp8RPCur30/7OPwhW8+E37NekTC4trabwPpF+7a38RZdOmWFoNY+K3iKO48USy3Vpbata+Fx4O8M6qrS+GIioB+w3/BI7/g1r0/9vz/gmv4w/aW+NnxC8WfBL4y/G7UINY/Y9u4bJb7w5ongTwr/AGpYy+KfiZ4UnW3vte8PfF7XJZotJj0+70jVdC8MeHNA8caHf61Y+KJNGugD+Zv9u3/gnz+1T/wTg+Nmo/Av9qr4bX3gvxEn2q88J+KbIzar8PPid4ct5xBH4t+G/jBba3sfEmhzb4PtEXlWeu6DczrpPinRdC1yG50yAA/o4/4Ic/8AB0b8Tv2OX8Ifsv8A7fWq+KPjN+ytB9i8P+Dfi44vfEnxf/Z/04eXbWVrekvPqvxO+FekRhI/7BlNx428I6SrR+ELrXdL0vSPAjgH+k/8HfjP8Jv2g/hx4W+L/wAD/iL4Q+Kvww8a6emqeF/HHgbXLHxD4e1e1YlJVgv7CWWOK8sp0ls9T025EGpaTqEFzp2p2trf209ugB6ZQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5rX/B7d/wAnu/sf/wDZq2pf+rb8ZUAf6G/7M3/Jt/7P3/ZEfhT/AOoHoNAHt1ABQB/Gd/wey/8AKPb9lr/s8vSf/VI/GGgD9T/+DZL/AJQb/sJf9gP45/8ArT/xsoA/eKgAoA/y7PE//K4vbf8AaRfwj/6ZdFoA/wBROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/1v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wff2o5fP/aa/aKn/AOe3x2+Lkv8A38+IHiF/60Af7Pf/AASUGP8Agld/wTV/7MI/ZBP5/s//AA/P9aAP0HoAKACgAoAKACgAoA/y7P8Ag4V/5WW/AP8A2N/7CX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l9f8Hp3/KVL4I/9mFfCn/1fv7T1AH+nxpv/ACDrD/rytf8A0RHQBdoA/wA1T/g9s/5Pl/ZE/wCzULv/ANW/47oA/wBEP9m//k3f4C/9kX+Fv/qD6FQB7RQAUAFABQB+Of8AwcC+HvjX4r/4I4/t46D+z9Za5qfxGvvhPpJm03w3Fcz61qPw2tfiJ4LvfjbY2dtZhrq8W7+C1t4/gvbGCOWW+097qzjikedUYA/y4/8Agi/+wHoX/BSz/god8D/2XPGXiq28J/DzVrjWvHnxMmW+Nl4g174ffDvTn8S+KPCHgtlBc+K/FNjanR7O7TJ8P6fc6n4qaG8j0B7G6AP9ojwl4U8NeA/CvhnwP4M0PTfDPg/wZ4f0bwp4U8N6Nax2Oj+H/Dfh3TrbSNC0PSrKELDZ6bpOl2drYWNrEqxwW1vFFGAiAUAfN/7Zv7EP7Mv7f3wT1z4BftT/AAw0b4keA9W8y60ya5T7F4q8EeIRbywWXjH4f+KbYLq/hLxVpqyusGp6ZOiXlrJc6RrNtqmhX+o6VdgH+W9/wWO/4N1P2rf+CX+teJPil4Esdd/aJ/YwF3LeaV8avDuk+f4l+GmmXE+200b47+GdLiLeGbmzaSOxX4gabbv8P9fkayme68La1q0fhC0AP1T/AODJf4wfGyH9qn9rL4CWeoa3e/s66j+z/H8WvEOlTS3M/hzw58ZNE+IngLwh4Q1HT4pC9ppOteLvBniDxva6oLRYLjxFY+DtKe+a5j8K2C24B/o/UAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+a1/wAHt3/J7v7H/wD2atqX/q2/GVAH+hv+zN/ybf8As/f9kR+FP/qB6DQB7dQAUAfxnf8AB7L/AMo9v2Wv+zy9J/8AVI/GGgD9T/8Ag2S/5Qb/ALCX/YD+Of8A60/8bKAP3ioAKAP8uzxP/wAri9t/2kX8I/8Apl0WgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/1/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wa/2ipfP/aC+Os//AD2+MnxOl/7+eNtcf+tAH+0l/wAEmUMf/BLD/gmop6/8MCfseN/33+z18O3x9RuwfegD9AqACgAoAKACgAoAKAP8uz/g4V/5WW/AP/Y3/sJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wenf8AKVL4I/8AZhXwp/8AV+/tPUAf6fGm/wDIOsP+vK1/9ER0AXaAP81T/g9s/wCT5f2RP+zULv8A9W/47oA/0Q/2b/8Ak3f4C/8AZF/hb/6g+hUAe0UAFABQAUAFAHz34B/ZI/ZT+FPxD1n4ufC79mT9nv4bfFfxHFew+Ifid4B+C/w48HfEPXYdSkWXUYtZ8aeHfDen+JNUiv5USS9jvdSmS6kRXnDsFKgH0JQAUAUtS03TtZ06/wBI1ewstV0nVbK603VNL1K1gvtO1LTr6B7W9sL+yukktryyvLaWW3urW4jkguIJHhmRo2ZWAPkf9kD/AIJ/fsc/sD6V8RtF/ZE+A/hD4Jaf8WvGU3jv4gJ4bl1q+uNe11vtIsbb7d4h1TWL3TPDHh+O9vofCfgnR7jT/B3hGHUNSj8NaFpa6lf/AGgA+xaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/ADWv+D27/k939j//ALNW1L/1bfjKgD/Q3/Zm/wCTb/2fv+yI/Cn/ANQPQaAPbqACgD+M7/g9l/5R7fstf9nl6T/6pH4w0Afqf/wbJf8AKDf9hL/sB/HP/wBaf+NlAH7xUAFAH+XZ4n/5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/0P7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wWfjjL5/xq+ME/8Az2+KXxAl/wC/nizV3/rQB/tZ/wDBK6LyP+CYP/BOGDGPJ/YM/ZAix6eX+z38PEx+GKAPvOgAoAKACgAoAKACgD/Ls/4OFf8AlZb8A/8AY3/sJf8Auh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l9f8Hp3/KVL4I/9mFfCn/1fv7T1AH+nxpv/IOsP+vK1/8AREdAF2gD/NU/4PbP+T5f2RP+zULv/wBW/wCO6AP7QfgF/wAFYv8Agl1onwJ+Cujax/wUY/Yd0rV9J+Evw40zVdL1H9qj4I2WoabqNh4O0a1vrC+s7jxvHcWl5Z3MUtvdW06JNBNG8UqK6MtAHrX/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAH/AA92/wCCVP8A0kn/AGEf/EsfgX/83VAB/wAPdv8AglT/ANJJ/wBhH/xLH4F//N1QAf8AD3b/AIJU/wDSSf8AYR/8Sx+Bf/zdUAf5/P8Awd8/tOfs4ftQ/tf/ALLPij9mz49/Bz4/+GvDn7NuoaB4g8QfBn4leDviZouh64/xP8Waimj6tqfg3WNZstO1R7C5t71bC7niumtJ4bgReVKjsAf6VH7M3/Jt/wCz9/2RH4U/+oHoNAHt1ABQB/Gd/wAHsv8Ayj2/Za/7PL0n/wBUj8YaAP1P/wCDZL/lBv8AsJf9gP45/wDrT/xsoA/eKgAoA/y7PE//ACuL23/aRfwj/wCmXRaAP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/R/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/BG+K8vn/FL4kz5z53j/xjLn18zxFqL5/HdQB/tsf8ExovI/4Jsf8ABPaD/nj+w9+ydF/37+AvgFP6UAfcNABQAUAFABQAUAFAH+XZ/wAHCv8Ayst+Af8Asb/2Ev8A3Q6AP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/y+v+D07/lKl8Ef+zCvhT/6v39p6gD/AE+NN/5B1h/15Wv/AKIjoAu0Afzq/wDBbz/g3z8Hf8Fj/G/wW+KUP7Sutfs4fET4R+E9Z8AXN+fhdb/F3w34r8HahrMviLT7R9APxA+Gt7omtaRrN7q0y6vDr2oW99Zah9jn0lZLa3vEAPwn/wCIGS4/6Sgw/wDiFsn/ANFdQAf8QMlx/wBJQYf/ABC2T/6K6gA/4gZLj/pKDD/4hbJ/9FdQAf8AEDJcf9JQYf8AxC2T/wCiuoAP+IGS4/6Sgw/+IWyf/RXUAH/EDJcf9JQYf/ELZP8A6K6gA/4gZLj/AKSgw/8AiFsn/wBFdQAf8QMlx/0lBh/8Qtk/+iuoAP8AiBkuP+koMP8A4hbJ/wDRXUAH/EDJcf8ASUGH/wAQtk/+iuoAP+IGS4/6Sgw/+IWyf/RXUAH/ABAyXH/SUGH/AMQtk/8AorqAD/iBkuP+koMP/iFsn/0V1AB/xAyXH/SUGH/xC2T/AOiuoAP+IGS4/wCkoMP/AIhbJ/8ARXUAH/EDJcf9JQYf/ELZP/orqAD/AIgZLj/pKDD/AOIWyf8A0V1AB/xAyXH/AElBh/8AELZP/orqAD/iBkuP+koMP/iFsn/0V1AB/wAQMlx/0lBh/wDELZP/AKK6gA/4gZLj/pKDD/4hbJ/9FdQAf8QMlx/0lBh/8Qtk/wDorqAD/iBkuP8ApKDD/wCIWyf/AEV1AB/xAyXH/SUGH/xC2T/6K6gA/wCIGS4/6Sgw/wDiFsn/ANFdQAf8QMlx/wBJQYf/ABC2T/6K6gA/4gZLj/pKDD/4hbJ/9FdQAf8AEDJcf9JQYf8AxC2T/wCiuoAP+IGS4/6Sgw/+IWyf/RXUAH/EDJcf9JQYf/ELZP8A6K6gA/4gZLj/AKSgw/8AiFsn/wBFdQAf8QMlx/0lBh/8Qtk/+iuoAP8AiBkuP+koMP8A4hbJ/wDRXUAH/EDJcf8ASUGH/wAQtk/+iuoAP+IGS4/6Sgw/+IWyf/RXUAH/ABAyXH/SUGH/AMQtk/8AorqAD/iBkuP+koMP/iFsn/0V1AB/xAyXH/SUGH/xC2T/AOiuoAP+IGS4/wCkoMP/AIhbJ/8ARXUAH/EDJcf9JQYf/ELZP/orqAD/AIgZLj/pKDD/AOIWyf8A0V1AB/xAyXH/AElBh/8AELZP/orqAD/iBkuP+koMP/iFsn/0V1AB/wAQMlx/0lBh/wDELZP/AKK6gA/4gZLj/pKDD/4hbJ/9FdQAf8QMlx/0lBh/8Qtk/wDorqAD/iBkuP8ApKDD/wCIWyf/AEV1AB/xAyXH/SUGH/xC2T/6K6gA/wCIGS4/6Sgw/wDiFsn/ANFdQAf8QMlx/wBJQYf/ABC2T/6K6gA/4gZLj/pKDD/4hbJ/9FdQAf8AEDJcf9JQYf8AxC2T/wCiuoAP+IGS4/6Sgw/+IWyf/RXUAH/EDJcf9JQYf/ELZP8A6K6gA/4gZLj/AKSgw/8AiFsn/wBFdQAf8QMlx/0lBh/8Qtk/+iuoAP8AiBkuP+koMP8A4hbJ/wDRXUAH/EDJcf8ASUGH/wAQtk/+iuoAP+IGS4/6Sgw/+IWyf/RXUAH/ABAyXH/SUGH/AMQtk/8AorqAD/iBkuP+koMP/iFsn/0V1AGx4e/4MatIt9d0e48Vf8FMNS1fwzDqVnLr+leH/wBkW28Pa5qWkRzo2oWOka/qP7SPiew0XUbu2EkFnqt54b162sJ3S6m0fUUia0nAP7yfCPhjSfBHhTwx4M0COWHQvCPh7RfDGiwzzPcTxaToGm22ladHNcPl55Y7O0hWSZzvlcF2yWNAHQ0AFAH8Z3/B7L/yj2/Za/7PL0n/ANUj8YaAP1P/AODZL/lBv+wl/wBgP45/+tP/ABsoA/eKgAoA/wAuzxP/AMri9t/2kX8I/wDpl0WgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//0v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wM/Hkvn+OfGc+c+d4s8RS59fM1i8fP47qAP9vv8A4JuxeT/wTu/YJhxjyv2Lv2W4senl/A7wKuP0oA+0aACgAoAKACgAoAKAP8uz/g4V/wCVlvwD/wBjf+wl/wC6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wenf8pUvgj/2YV8Kf/V+/tPUAf6fGm/8g6w/68rX/wBER0AXaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP4zv+D2X/lHt+y1/2eXpP/qkfjDQB+p//Bsl/wAoN/2Ev+wH8c//AFp/42UAfvFQAUAf5dnif/lcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//T/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/Am8VHd4o8SN/e1/WD+eoXBoA/3E/+Cdg2/wDBPz9hZfT9jn9mMfl8FPBI9v5flQB9jUAFABQAUAFABQAUAf5dn/Bwr/yst+Af+xv/AGEv/dDoA/1E6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/L6/4PTv8AlKl8Ef8Aswr4U/8Aq/f2nqAP9PjTf+QdYf8AXla/+iI6ALtABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH8Z3/B7L/yj2/Za/7PL0n/ANUj8YaAP1P/AODZL/lBv+wl/wBgP45/+tP/ABsoA/eKgAoA/wAuzxP/AMri9t/2kX8I/wDpl0WgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//1P7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wIfEh3eIteb+9rWqH876c+/8/wA6AP8Acc/4J5Db+wF+w2vp+x7+zOPy+C3goe38vyoA+wqACgAoAKACgAoAKAP8uz/g4V/5WW/AP/Y3/sJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wenf8AKVL4I/8AZhXwp/8AV+/tPUAf6fGm/wDIOsP+vK1/9ER0AXaACgAoAKACgAoAKAPys/4LB/8ABUr4af8ABJn9kTW/2g/F2kQ+OPiJ4j1eLwD8C/hV/aB06X4gfEjUbG7voRqd3Est1png3wtplld+IfGGsRQs0VjbW2i2TjXtf0OC4AP5V/8AggB/wV8/4LLf8FRP+CpBh+InxV8M6z+yh4Q8E+N/GXx9+GulfDPwH4X+HfgbwtqGjalo/wAONK8EapaaFL4+bxbcfEu78ONox1rx1rms6j4b03xZPq95qml6VdQIAf390AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfxnf8Hsv/ACj2/Za/7PL0n/1SPxhoA/U//g2S/wCUG/7CX/YD+Of/AK0/8bKAP3ioAKAP8uzxP/yuL23/AGkX8I/+mXRaAP8AUToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/9X+/igAoAKACgAoAKACgAoAKACgD5P+Lf7en7DPwB8Z3Xw4+O/7Z/7J/wAFPiHY2VhqV94D+Lf7Rfwg+G/jOz07VYBdaXf3Xhfxj4w0fXLey1K2IuLC6lsUgvICJrd5IzvYA+jvCPi/wn8QfCvhvx34C8UeHfG/gjxnoWleKPB/jLwjrem+JfCvivwzr1jBqeh+IvDfiHRrm80jXdC1nTbm21DStX0u7utP1GxuILu0uJoJUkcA6KgAoAKACgAoAKACgAoAKAPHfHP7Q/7P/wAMNdj8LfEv45/B34eeJ5rO21GHw545+Jvgrwlrsun3ks0NpfR6Rr+uadqD2d1NbXEVtdLbtDPLBNHFIzxOqgHsVABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFADWZUVnc4VFLMT0CqMkn6AZoA/wEbu4a7u7q6f79zcTXDZ/vTSNI3r3Y9/zoA/3PP2BoPsv7Cn7FlrjH2b9kv9nKDHp5Pwe8HR4/DbQB9aUAFABQAUAFABQAUAf5dn/Bwr/yst+Af+xv/YS/90OgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8AL6/4PTv+UqXwR/7MK+FP/q/f2nqAP9PjTf8AkHWH/Xla/wDoiOgC7QAUAFABQAUAFABQB/mef8Hq3x51Xxf+3h+zZ+zzDqE03hb4K/s2L46bT/NYQWvjr4zePPEcGvOYAdhlk8I/Db4fus7fPslaNQqqS4B+vf8AwZNfB/TvD/7Dn7WHx0NikOvfFH9qG0+HEt60YE154a+Dvwv8J67o22Xq9rDrnxh8WxRrkBbhbrI6FgD+0igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD+M7/g9l/wCUe37LX/Z5ek/+qR+MNAH6n/8ABsl/yg3/AGEv+wH8c/8A1p/42UAfvFQAUAf5dnif/lcXtv8AtIv4R/8ATLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/1v7+KACgAoAKACgAoAKACgAoAKAP8m7/AIO4P+Uz3xU/7It8A/8A1BYKAP8AR/8A+CQ//KKj/gmx/wBmJ/so/wDqjvBFAH6JUAFABQAUAFABQAUAFAHhX7SH7TPwI/ZE+EPiz47/ALR3xN8LfCf4W+DLKS71jxP4p1GKzjnnEUslpomhWA36j4k8T6xJEbTQfDGg2uoa9rl+0djpdhdXMiJQB/jW/wDBUj9vbVP+Clf/AAUR+L/7Wc2l33h7wp4z8YaB4e+FnhbUjF/aHhn4T+B4LDwx4EsdTjgub21t9e1HSdPXxL4qgsry7sI/Fmu66NPuJbE27UAf7Y9ABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAHnnxd8Sx+DPhR8T/GE0vkxeFPh5418SyzE48qPQvDep6o8ucjHlral85GMdR1oA/wSqAP94L9lzw/J4T/AGZf2dfCsqeXL4a+BPwj8PyR4x5cmjfD/wAPac6Y4xta2K4xxjHFAHu1ABQAUAFABQAUAFAH+XZ/wcK/8rLfgH/sb/2Ev/dDoA/1E6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/AC+v+D07/lKl8Ef+zCvhT/6v39p6gD/T403/AJB1h/15Wv8A6IjoAu0AFABQAUAFABQAUAf5IX/B194mm17/AILbftI6XLL5ieC/AX7O/hm3TOfs8N18DPAvjFoh6brjxZPPgY/12e+WAP7OP+DQfRY9L/4I4+FL5E2t4k/aH+OmtTNjHmSQanoXh0P74i0GKPJz/q8dsKAf1C0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfxnf8Hsv/KPb9lr/s8vSf8A1SPxhoA/U/8A4Nkv+UG/7CX/AGA/jn/60/8AGygD94qACgD/AC7PE/8AyuL23/aRfwj/AOmXRaAP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP//X/v4oAKACgAoAKACgAoAKACgAoA/ybv8Ag7g/5TPfFT/si3wD/wDUFgoA/wBH/wD4JD/8oqP+CbH/AGYn+yj/AOqO8EUAfolQB+f/AO0z/wAFUv8Agnd+xv8AEKH4T/tN/tcfCD4Q/EqXQ7HxI3gjxHrV1ceI7TRNUeddMv8AU9N0Ww1SfSI9SFvNNYR6oLSe8tVW8topLSSKZwD0z9lT9uv9kv8Abh0vxZrv7J3xr8N/HDQfA1/Y6T4r1/wdp/iRtB0fV9St3vLTSJtb1TRNO0ubV2s0F5Npdpd3F/aWc1rd3dvDb3trJKAfWlABQAUAFAH8N3/ByH+1B/wXE+FX7cvhb4ff8E7n/bHh/Z7uf2cvAOvatJ+zx8BNc8d+HP8AhZWoeNfidZ+I/tHjvw98NPEmoW+uDQ9O8Lfa9G/4SOL7Da/YLpLG3N8ZrgA/jZ+On7Nf/BZr9p3xbJ48/aL/AGcv+ClXxx8YOZhH4g+KnwT/AGmPHGoWUM7K72elyeIfCuoLpGnLtRINM0uKy0+2ijihtrWGGKONQD89NQ8I+K/APxCl8FeOvDHiHwV4y8LeKYtD8T+EvFui6l4c8TeHNa0/UY7e/wBH17QdYtbLVdI1SxuEeC80/ULS3u7aZGjmhR1KqAf74VABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH5+f8ABWD4mQ/B7/gmP+378RJLkWlxoP7Ifx+h0eZnEYHiXXvhp4i8OeFI95K4M/iXV9KgXad5MoEYZyqsAf4p3wh8A33xX+LHwv8AhdpgkbUviT8RPBXgHT1iBaVr7xj4l0zw7aCNQCTIZ9RQIACS2AAcgUAf71trbW9lbW9naxJBa2kEVtbQRjbHDbwRrFDFGvZI40VFHZVA7UAT0AFABQAUAFABQAUAf5dn/Bwr/wArLfgH/sb/ANhL/wB0OgD/AFE6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/L6/wCD07/lKl8Ef+zCvhT/AOr9/aeoA/0+NN/5B1h/15Wv/oiOgC7QAUAFABQAUAFABQB/j4f8HOt0bv8A4Lmft1ysSxTVfgHa5JzxZfsr/A2yUfRVtwoHYDA6CgD+8L/g0zhEf/BFP4DuAAbj4n/tBzMR/EV+LniWDJ9TtgVeeygdqAP6TaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP4zv+D2X/lHt+y1/2eXpP/qkfjDQB+p//Bsl/wAoN/2Ev+wH8c//AFp/42UAfvFQAUAf5dnif/lcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//Q/v4oAKACgAoAKACgAoAKACgAoA/ybv8Ag7g/5TPfFT/si3wD/wDUFgoA/wBH/wD4JD/8oqP+CbH/AGYn+yj/AOqO8EUAflJ/wX2/4OD/AIef8EwfB+p/s/fs/wB74e+I/wC3Z4x0NX0/RZTb6x4W/Z60XWLTzLDx78TLVWeC98VXdrNHqHgP4b3J83Uo2tvFHiuK18KPpVh4wAP4qf8Agkj/AMEbf2tf+C6f7RXiz9or49+NPH2j/s9T+O7vXf2g/wBqHxZLNqfjL4oeK57iO91jwJ8LbrWoLi28ReOb2J4rfU9ckhufCXwy0mW2udStb68Hhvwbr4B/qm/s1fsz/A79kD4LeCP2fP2dPh5ofwx+E/w+0xdN8PeGdDhYbpHPmahrWtajcNLqXiHxNrl2ZNS8QeJNaur3Wdb1Oee+1K9nuJXdgD3agAoAKACgAoAKAP8AFa/4LH/8pi/+CgX/AGer8Yf/AFYd/QB/tS0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfy+f8Hc/7Sdr8E/8Agkb4r+F1tfrb+Jv2qPi78MvhFp9tDIFv/wDhHfDes/8AC4fF2oxr97+zha/DjTvDepyLkY8V2tqwAvN6gH8Ev/Bvd+z9cftH/wDBYr9hnwj9ja60nwN8XLf47+IZmiMtpY6b8AtK1L4uWMl+MFVttR8SeEtB0GPzFaKW91i0tpAEmY0Af7LtABQAUAFABQAUAFABQB/l2f8ABwr/AMrLfgH/ALG/9hL/AN0OgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8vr/g9O/5SpfBH/swr4U/+r9/aeoA/wBPjTf+QdYf9eVr/wCiI6ALtABQAUAFABQAUAFAH+Pd/wAHOdu9r/wXL/bsjkUqzav8BbgA90u/2Wvgfdxt9HjnVx7MPWgD+73/AINLbpLj/giv8EYkbc1j8Vv2grWQf3Hf4pa7ehT6Ex3kb/R896AP6VKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP4zv+D2X/lHt+y1/wBnl6T/AOqR+MNAH6n/APBsl/yg3/YS/wCwH8c//Wn/AI2UAfvFQAUAf5dnif8A5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9H+/igAoAKACgAoAKACgAoAKACgD/Ju/wCDuD/lM98VP+yLfAP/ANQWCgD9y/2kv+Dijwd/wTq/4JE/8E+P2Vf2T9Y0Hxz+3H4i/wCCfv7KVvrmsqtnrvhX9mHSdW+AfgZ7bX/FVq/n6frXxVvLK4jvvBvgC8Sez0mGW18XeOrV9HfQ/DXjUA/mX/4InfsVfDP/AIK8f8FLbb4d/tlftD63px8UW3i740+LrfWNY1W9+K/7T/ibSL+31zxL4D0TxtqDT/YNf1mwuNY8W+LNeubu48St4V0PxDJ4cszqAfWtAAP9e34UfCf4a/Av4ceDfhB8HvBHhz4cfDH4e6FZ+GvBfgjwnpsGk6B4e0WxUiGzsbO3ULueRpbq8u5jLeajfz3WoahcXV9dXFw4B6DQB+RH7TP/AAXi/wCCUH7Hfxv8c/s4ftH/ALWVn8N/jR8NpdBh8a+Cpfg3+0J4ok0SXxP4W0Pxroatr3gr4T+JPDF/9u8M+JNF1MHS9avVtxei0uzBfQXNtAAeEf8AET3/AMEMf+j6tP8A/EfP2rv/AJxdAB/xE9/8EMf+j6tP/wDEfP2rv/nF0AfuV4N8XeHfiB4Q8K+PPCGojWPCfjbw3ofi7wxqy2t7ZDVPDviTTLXWdF1EWepW1nqNoL3Tb22uRa39pa3sAl8q6toJ0eJQDpKACgD/ABWv+Cx//KYv/goF/wBnq/GH/wBWHf0Af7UtABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+Yr/wAHlX7ZkHxm/by+Fn7JHhnV0vfCv7IXwzN54st7abdFF8ZPjcmj+Ktes7gRZhuTo/w30f4XrbtI7zaff6t4hsdltIbpZwD69/4Mlv2RrjUfHP7Xf7c+u6Z/xLfDPh/Q/wBmH4bajNCZIrjXPEl3pHxL+K7WzuPLt77Q9I0X4V2wni3TvZ+Lr623wwyTJcAH+hbQAUAFABQAUAFABQAUAf5dn/Bwr/yst+Af+xv/AGEv/dDoA/1E6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/L6/4PTv8AlKl8Ef8Aswr4U/8Aq/f2nqAP9PjTf+QdYf8AXla/+iI6ALtABQAUAFABQAUAZ11rGk2N9pml3uqadZ6lrcl1Fo2nXV9bW99q8thave30emWksqXF/JZ2Ub3d0lpHK1vao9xMEiVnoA/yRv8Ag6z8Oy6L/wAFvf2o9SkTani7wf8As5+IoDjHmRW37PXw18Jl8/xYm8LzR5/2MdjQB/ZL/wAGd3iaHXv+CQTaVFIrv4K/an+Nfhm4VWDGKa60j4e+MljcfwMbfxbBKFOCUkV+jgsAf1S0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfxnf8AB7L/AMo9v2Wv+zy9J/8AVI/GGgD9T/8Ag2S/5Qb/ALCX/YD+Of8A60/8bKAP3ioAKAP8uzxP/wAri9t/2kX8I/8Apl0WgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/0v7+KACgAoAKACgAoAKACgAoAKAP8m7/AIO4P+Uz3xU/7It8A/8A1BYKAPp3/ggH/wAG0Wu/t1WGg/td/t06V4n8C/siX9ob/wCF3w1tL2/8L+P/ANohJoWSz8TNqNv5GreDvhDEStxp+uWj2uv+PdiP4al07w48HiPUAD8V/wBvf9kP9o3/AIIk/wDBR298B6J4o8QeH/Fnwc8baD8ZP2Y/jXYwrZT+MfAMety6n8OPH1mBEbCW/hl0y58N+ONEMNzpMHirRPFHh2WPUdIRJL0A/wBVz/gkN/wUt+Hv/BVD9i74f/tHeGP7M0T4h2SJ4H+Pnw6srgvJ8O/jBodlaP4h06CGaWa6/wCEY8RQ3Fr4t8EXk81xJc+F9asLa9uBren6xaWgB+oFAH8W/wDwVW/4NU/ir/wUW/b6+P8A+2X4c/bD+H3ww0b40Xfw7ubLwLrfwo8R+I9T0EeCPhH4B+Gk6XWtWPi/TLW9OoXXgybVYTFYweRBfRWzh5IXlcA/PX/iB6+OH/SQH4U/+GM8Xf8AzfUAH/ED18cP+kgPwp/8MZ4u/wDm+oA/0Avgh8Prj4SfBb4Q/Cq71OHWrv4ZfC/wB8PrrWLa3ezt9WuPBnhTSfDk2pwWkss8trDfyaa11FbyTzPAkqxPLIyl2APUKACgD/Fa/wCCx/8AymL/AOCgX/Z6vxh/9WHf0Af7UtABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfN/7X/7T3w7/AGL/ANmL44ftTfFa6WDwN8EPh7rvjfU7UXEVrda9f2UAt/DfhDSppwYRr3jbxPdaP4R8Pxy/u5tb1uwhchXYqAf4f3x4+M3xG/am+PvxV+O/xCnm1/4nfHb4m+KfiF4jFjFcz/afEvjnxBdatJpei2WbieOwtLi/TSdB0qDetnp1vY6daIIoIkoA/wBkT/gi7+wwn/BO/wD4Jvfs2/s56ppsen/EiHwmvxG+NrBU+0zfGX4lFPFPjawu548JeHwfNeWfw9068VU+0aH4Q0p2QPuLAH6m0AFABQAUAFABQAUAFAH+XZ/wcK/8rLfgH/sb/wBhL/3Q6AP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/y+v+D07/AJSpfBH/ALMK+FP/AKv39p6gD/T403/kHWH/AF5Wv/oiOgC7QAUAFABQAUAFAH+UD/wcG/ttftkfCn/gvj8SvibY+P8AxR4K8XfseeMfhn/wy3ZyM114e8DeD0+H/g/xbY3+i6DqSXGjajpvxIudb1LW/G8N3bXlr4mTXNQ8P6uLjSbSDTLQA/LD/gqh/wAFIfE//BU39ofwj+094/8Ahb4Y+FnxLg+CXgb4YfEi08FatqWoeEvGHirwXq/iyX/hOPD+m6zHLq3hSw1PQda0PSv+EXv9c8VzWFxoc90PEd1DfxWlkAZf7L//AAVj/b+/Yr+B2q/s9fsp/tDeJfgZ8OvEHxW1L4zeIl8EadoEPiPXfGmo+F/CfhAte+JNT0vUtUg0W30fwbpSDRNLm0+w1Cdp5dbj1UQ6amngH+o3/wAG8X7ePx//AOCiX/BNPwH8df2mIIL34saF8QfHvwp1bx3aaLZeHbX4rWPgiXSX074gro2lWtnotlfXMesP4a1/+w7Sz0i58S+GNZvLKw02O4Om2QB+41ABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfxnf8AB7L/AMo9v2Wv+zy9J/8AVI/GGgD9T/8Ag2S/5Qb/ALCX/YD+Of8A60/8bKAP3ioAKAP8uzxP/wAri9t/2kX8I/8Apl0WgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/0/7+KACgAoAKACgAoAKACgAoAKAP8m7/AIO4P+Uz3xU/7It8A/8A1BYKAP8AR/8A+CQ//KKj/gmx/wBmJ/so/wDqjvBFAHwb/wAHEn/BJCy/4KifsZahffDjQ7WX9rb9nO21zx98AdQijhj1DxnataRT+NvgndXThVa0+IdhptpJ4b+0SQw2Hj/R/C8019p+jXfiH7WAf56v/BCH/gqr4r/4JKftvafrvjiTXYf2cfixe6f8Lv2pvAz2179q0vRrXU54NI+I1toRT7R/wmXwg1i8v9TW0+yPqV/4bvPGXhK3ihvdfiubQA/2FvDviHQfF3h/QvFfhbWdM8ReGPE+j6Z4h8OeINFvbfUtG13QdasoNS0jWdJ1G0kmtL/TNT0+5t72wvbaWW3urWeKeGR43V6ANigAoAKACgAoAKAP8Vr/AILH/wDKYv8A4KBf9nq/GH/1Yd/QB/tS0AFABQAUAFABQAUAFABQAUAFABQAUAFABQB/nLf8HgP/AAVi074q/EDw/wD8Exfgf4nS/wDBnwd1+z8c/tSaxo90JLHW/i3bWrjwb8KDd20nl3dt8NLC+ufEHjGyL3Vn/wAJzq2iaZdRWXiH4eXkMQB+df8Awavf8Ezrn9tz9v3SPj/4/wBAe8/Z7/YrvNA+KniGa+tDJpPi34y/aprn4NeBUaWNre7/ALP1vTbj4j69BsubddL8G2ujarFFF4rsXlAP9X2gAoAKACgAoAKACgAoAKAP8uz/AIOFf+VlvwD/ANjf+wl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5fX/B6d/ylS+CP/ZhXwp/9X7+09QB/p8ab/wAg6w/68rX/ANER0AXaACgAoAKACgAoA/CT/gsl/wAEEv2ZP+Cu+j6N4x13XdR+B/7UHgfQJPDvgj48+GNHtdcTUvD6T3V9ZeDPih4RnutMTxt4UsdQvby90d7XWdC8SeHbu9u30vXP7NvNT0XUgD/KR/bf/Y1+Mv7AP7UHxV/ZQ+PGn2Fr8QvhXrNvZT6nostzdeGfFmgatp9rrfhbxp4Uvru1sbi98O+KNA1Cw1bT3ubS1v7M3E2l6tZ6frGn6hp9qAeU/Af4JfEX9pL4z/C74BfCPQZ/E3xL+MHjnw58PvBejQLLtudd8Talb6bazXs0UU32HSbDz31HWtUlT7LpOkWt9qd68VpZzSoAf7fv7FH7KvgP9iH9lD4C/so/DZI28K/BD4daH4OTUltktJvE2vxxvqHjLxrf20ZMcWreOPGN/rvi/V0jJiXU9buxEFj2IoB9RUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/Gd/wey/8AKPb9lr/s8vSf/VI/GGgD9T/+DZL/AJQb/sJf9gP45/8ArT/xsoA/eKgAoA/y7PE//K4vbf8AaRfwj/6ZdFoA/wBROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/1P7+KACgAoAKACgAoAKACgAoAKAP8yD/AIOhP2CP26fj/wD8FaviT8SPgP8AsW/tZfGz4d3/AMI/glptj49+Ef7Ofxh+JHgu81HSfBkVrqmn2vinwb4N1rQ7i9026Bt9QtYb9p7OceTcxxSDawB/ff8A8EtvB/i34ff8E0/+CfvgPx74X8ReCPHHgz9jH9mfwt4w8GeL9E1Pw14r8KeJ9B+Dng/TNc8OeJfDutWtlq+ha9oup21zp2raRqlna6hp19bz2l5bQ3ETxoAfeFAH+cp/wc9/8EFvjNa/tO2f7a/7Bv7PfxO+MvhX9pXWL+T46fCj4E/DbxV8SPEvgT42LBLqWpfEWLwj4F0bWNah8G/Fe1iudX13VF02XT9I+I1prc2q6jbP468O2FAH6/8A/BrH8ev2+/Bvwa1r9gD9ur9kb9sD4S6R8HdKn8Sfsz/GT41fs6fGjwH4Qm+H8t9Gut/BPW/GvjTwbpGjWep+EdRv11j4a29/qXmX/ha91fwtYfZLPwZoGn3YB/XZQAUAFABQAUAFAH+Rf/wVd/4Jsf8ABRb4i/8ABVn9uL4ifD79gX9tXx38P/Fv7XXxU8S+FfHXg39lj45+J/B3ibw5qPju+vNP1/w/4n0TwHfaJrOiX1o6XVnqum39zY3VuyzwzvGwagD/AF0KACgAoAKACgAoAKACgAoAKACgAoAKAMTxN4l8PeDPDniDxh4t1vS/DXhTwpomq+JfE3iPXL630zRdA8PaFYT6prWt6xqV3JFaafpelaba3N/qF9dSx29paQTTzSJFG7KAfw9/8FWv+Dvz4G2fwi8cfB7/AIJiReOPFfxl8Sy6v4ST9o/xl4Q/4RTwD8P9Bkia0ufG3w00PXbseK/Fvi+4VpV8KN4q8LeGdF0G48jxFf22v/Zo/D16AfwW/s/fAL4+ftv/ALRPg34IfB3w/wCIfiz8dfjb4xmtrGG4u7m/1HVdY1We41XxF4u8XeIL+SdrPStMt/7S8T+M/FmtXJt9N0y11PWtVutkM8jAH+y7/wAEsf8AgnZ8Mv8Agl9+xp8Nf2Wfh7Jb61rOlRS+LPi78QUtPsl18TvjB4htrL/hMvGU8TASwadusrHw94T0+dpLjSPBeg+HdKuri8vLO4vrsA/RSgAoAKACgAoAKACgAoAKAP8ALs/4OFf+VlvwD/2N/wCwl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5fX/AAenf8pUvgj/ANmFfCn/ANX7+09QB/p8ab/yDrD/AK8rX/0RHQBdoAKACgAoAKACgAoA/Cz/AILC/wDBBD9lr/gr0nhHxr4z8T+JPgd+0P4B0ZvC/hr43+CNI0zX5tU8Hm8utRg8HfEHwhqc+nW/jDQdJ1HUNS1Pw+1rrvhvXNFv9S1AW2tNpt9e6bdAHlX/AASA/wCDcH9lX/glF47vfjtJ498RftL/ALSz6VqPh7w78U/GPhfTPBfh/wCHOhaxbvZa2Phz8P7HVfE7aH4h8Q6fNPpGueKdW8WeItWbQpbnRNEfQdM1fxHb64Af0UUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAfxnf8Hsv/KPb9lr/s8vSf8A1SPxhoA/U/8A4Nkv+UG/7CX/AGA/jn/60/8AGygD94qACgD/AC7PE/8AyuL23/aRfwj/AOmXRaAP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP//V/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPmr9sv8AZ5i/a2/ZL/aT/Zhl8S3Pg0fH74JfEr4SxeLLWF7l/Dl1468J6p4fs9alsklgbUbPTru+gudQ0sTwf2pYR3OnmeEXJkQA/wAdz9v/AP4I4/8ABQb/AIJqXt1eftOfAjWbD4af2z/Yui/HXwLPF45+C/iCeaZ4dMKeMtFEh8L3mtmN30jw98QdO8H+Kr1I5THoIEUm0A9n/wCCF3/BWFv+CSv7X8fxW8RfDvw98QPg98U9L034bfGzHh3Sbr4n+GfAsurxX8nib4V+Kp4Bq2l6not6IdX1rwal/beG/iPZ6ba6RriW2r6f4U8T+GAD/Ye+HPxE8EfF3wB4K+Kfw08TaX4z+HnxG8LaD428EeLdEn+06R4k8K+J9MttY0LWtOnKoz2mo6bd291F5iRyosgSaKOVXRADs6ACgAoAKACgAoAKACgAoA/y7P8Ag4V/5WW/AP8A2N/7CX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l9f8Hp3/KVL4I/9mFfCn/1fv7T1AH+nxpv/ACDrD/rytf8A0RHQBdoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/jO/4PZf8AlHt+y1/2eXpP/qkfjDQB+p//AAbJf8oN/wBhL/sB/HP/ANaf+NlAH7xUAFAH+XZ4n/5XF7b/ALSL+Ef/AEy6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/9b+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAOK+I/w38A/GDwH4s+F/xT8HeHfiB8OvHeh3/hrxl4L8W6Vaa54c8SaDqcJgvtL1bS76Ka1u7aeNs7ZE3RyLHNC8U0SSKAf47v8AwXj/AOCYkP8AwSv/AG+PF/wZ8GnUrv4C/EjQ7T4xfs96jqk819fWnw98SalqmnXfgjVdTlMj32sfDzxRpGteFzc3NxPqeqeHrbw34k1Qx3XiApQB/ZN/wZmfttaz8ZP2N/jV+xt401qXUta/ZL8caT4i+G/26ctcxfB740vr+qJ4fshIzzXVp4T+I3h7xneyzbymn2njfQtKjjhtYLNKAP7MaACgAoAKACgAoAKACgAoA/y7P+DhX/lZb8A/9jf+wl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5fX/B6d/wApUvgj/wBmFfCn/wBX7+09QB/p8ab/AMg6w/68rX/0RHQBdoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/jO/wCD2X/lHt+y1/2eXpP/AKpH4w0Afqf/AMGyX/KDf9hL/sB/HP8A9af+NlAH7xUAFAH+XZ4n/wCVxe2/7SL+Ef8A0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//9f+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD+Jv/AIPYf2bE8X/sk/spftU6bp/nat8E/jXr/wAJ/EN1bx4mj8HfG3ws2s297qMgAElhpfiz4V6Nptn5rMba+8XSLboPt1y9AH88n/Bo7+0a3wS/4K9eDfh1e3xttA/ai+D/AMUvgveRzSbbEa7pOlW3xi8K3UiEhft8uo/DCbw5pkuDJ5viaW0TC3r0Af6v9ABQAUAFABQAUAFABQAUAf5dn/Bwr/yst+Af+xv/AGEv/dDoA/1E6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/L6/4PTv8AlKl8Ef8Aswr4U/8Aq/f2nqAP9PjTf+QdYf8AXla/+iI6ALtAH8Z//B4h+2z+1b+yf8IP2J/CH7Mvx5+J3wCt/jF44+NuofEDxB8IPGGvfDvxrrUfw00j4XjwxpK+NvCd/pXiew0NZvHet3OqaTp+p21nrM6aadSSdNPgRQD+dD4L/sef8HZX7Qvwm+HXxy+D3xd/4KCeMfhZ8WPCGh+PPh/4qT/gplYaGniDwn4jsYtS0XVl0fxL+1Po/iDTBe2U8U4stY0rT9Qg3eXc2kModFAPTf8Ah2z/AMHiX/Q8/wDBQb/xaP4V/wDouaAD/h2z/wAHiX/Q8/8ABQb/AMWj+Ff/AKLmgA/4ds/8HiX/AEPP/BQb/wAWj+Ff/ouaAD/h2z/weJf9Dz/wUG/8Wj+Ff/ouaAD/AIds/wDB4l/0PP8AwUG/8Wj+Ff8A6LmgA/4ds/8AB4l/0PP/AAUG/wDFo/hX/wCi5oAP+HbP/B4l/wBDz/wUG/8AFo/hX/6LmgA/4ds/8HiX/Q8/8FBv/Fo/hX/6LmgA/wCHbP8AweJf9Dz/AMFBv/Fo/hX/AOi5oAP+HbP/AAeJf9Dz/wAFBv8AxaP4V/8AouaAD/h2z/weJf8AQ8/8FBv/ABaP4V/+i5oAP+HbP/B4l/0PP/BQb/xaP4V/+i5oAP8Ah2z/AMHiX/Q8/wDBQb/xaP4V/wDouaAD/h2z/wAHiX/Q8/8ABQb/AMWj+Ff/AKLmgA/4ds/8HiX/AEPP/BQb/wAWj+Ff/ouaAD/h2z/weJf9Dz/wUG/8Wj+Ff/ouaAD/AIds/wDB4l/0PP8AwUG/8Wj+Ff8A6LmgA/4ds/8AB4l/0PP/AAUG/wDFo/hX/wCi5oAP+HbP/B4l/wBDz/wUG/8AFo/hX/6LmgA/4ds/8HiX/Q8/8FBv/Fo/hX/6LmgA/wCHbP8AweJf9Dz/AMFBv/Fo/hX/AOi5oAP+HbP/AAeJf9Dz/wAFBv8AxaP4V/8AouaAD/h2z/weJf8AQ8/8FBv/ABaP4V/+i5oAP+HbP/B4l/0PP/BQb/xaP4V/+i5oAP8Ah2z/AMHiX/Q8/wDBQb/xaP4V/wDouaAD/h2z/wAHiX/Q8/8ABQb/AMWj+Ff/AKLmgA/4ds/8HiX/AEPP/BQb/wAWj+Ff/ouaAD/h2z/weJf9Dz/wUG/8Wj+Ff/ouaAD/AIds/wDB4l/0PP8AwUG/8Wj+Ff8A6LmgA/4ds/8AB4l/0PP/AAUG/wDFo/hX/wCi5oAP+HbP/B4l/wBDz/wUG/8AFo/hX/6LmgA/4ds/8HiX/Q8/8FBv/Fo/hX/6LmgA/wCHbP8AweJf9Dz/AMFBv/Fo/hX/AOi5oAP+HbP/AAeJf9Dz/wAFBv8AxaP4V/8AouaAD/h2z/weJf8AQ8/8FBv/ABaP4V/+i5oAP+HbP/B4l/0PP/BQb/xaP4V/+i5oAP8Ah2z/AMHiX/Q8/wDBQb/xaP4V/wDouaAD/h2z/wAHiX/Q8/8ABQb/AMWj+Ff/AKLmgA/4ds/8HiX/AEPP/BQb/wAWj+Ff/ouaAD/h2z/weJf9Dz/wUG/8Wj+Ff/ouaAD/AIds/wDB4l/0PP8AwUG/8Wj+Ff8A6LmgA/4ds/8AB4l/0PP/AAUG/wDFo/hX/wCi5oAP+HbP/B4l/wBDz/wUG/8AFo/hX/6LmgA/4ds/8HiX/Q8/8FBv/Fo/hX/6LmgA/wCHbP8AweJf9Dz/AMFBv/Fo/hX/AOi5oAP+HbP/AAeJf9Dz/wAFBv8AxaP4V/8AouaAD/h2z/weJf8AQ8/8FBv/ABaP4V/+i5oAP+HbP/B4l/0PP/BQb/xaP4V/+i5oAP8Ah2z/AMHiX/Q8/wDBQb/xaP4V/wDouaAD/h2z/wAHiX/Q8/8ABQb/AMWj+Ff/AKLmgA/4ds/8HiX/AEPP/BQb/wAWj+Ff/ouaAD/h2z/weJf9Dz/wUG/8Wj+Ff/ouaAD/AIds/wDB4l/0PP8AwUG/8Wj+Ff8A6LmgA/4ds/8AB4l/0PP/AAUG/wDFo/hX/wCi5oAP+HbP/B4l/wBDz/wUG/8AFo/hX/6LmgA/4ds/8HiX/Q8/8FBv/Fo/hX/6LmgA/wCHbP8AweJf9Dz/AMFBv/Fo/hX/AOi5oAP+HbP/AAeJf9Dz/wAFBv8AxaP4V/8AouaAD/h2z/weJf8AQ8/8FBv/ABaP4V/+i5oAP+HbP/B4l/0PP/BQb/xaP4V/+i5oAqf8Eb/23v8AgrD8HP8AguH8Bf2Pf2rP2sP2oPFt43xf8X/Av49/BP41/tC+K/jv4Riurbwl4nOoWHlaz438d+ERreg63p9hqOleKfCOom4iubMQ2+rXGlXuo2V2Af6jtABQAUAfxnf8Hsv/ACj2/Za/7PL0n/1SPxhoA/U//g2S/wCUG/7CX/YD+Of/AK0/8bKAP3ioAKAP8uzxP/yuL23/AGkX8I/+mXRaAP8AUToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/9D+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD8d/+C/vwBH7SH/BHv9u7wJDZfbNW8NfBi++NOhCOPzLyPU/gFrGk/Gdk08AGT7ZqOm+B9Q0ZY4f3t1BqdxZIG+07GAP8j79hD48yfsu/tq/softEi7aztPgz+0J8JPiDrUisUWfwx4c8b6LfeK9PmK/N9l1Xw1Hq2mXgUhmtbuZVZSQygH+6OjpIiyRsro6q6OjBkdGGVZWXKsrAgqwOCORnNADqACgAoAKACgAoAKACgD/Ls/4OFf8AlZb8A/8AY3/sJf8Auh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l9f8Hp3/KVL4I/9mFfCn/1fv7T1AH+nxpv/IOsP+vK1/8AREdAF2gD+Cn/AIPkv+RN/wCCbH/YzftWf+mr9nygD+pn/gip/wAokP8AgnJ/2Z98Df8A1BtJoA/T2gAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8uz4Yf8ri+p/wDaRf4u/wDpl8a0Af6idABQAUAfxnf8Hsv/ACj2/Za/7PL0n/1SPxhoA/U//g2S/wCUG/7CX/YD+Of/AK0/8bKAP3ioAKAP8uzxP/yuL23/AGkX8I/+mXRaAP8AUToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/9H+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgDnPGPhTRPHnhHxV4G8TWi3/hvxn4c1zwp4gsXxtvdE8RaZdaRqto24Mu25sLy4hO5WGH5BHFAH+Dd8X/hvrPwc+LPxQ+EXiMEeIfhX8RPG3w314FDERrPgfxLqfhjVAYySYyL7S58oSSn3STgmgD/AGw/+CXXxuf9o/8A4JyfsQfGu5uje6v48/Zh+Dl94ouTJ5pk8a6b4J0jQvHA8wks/leMNK1uLc+JDszIqvuVQD7xoAKACgAoAKACgAoAKAP8uz/g4V/5WW/AP/Y3/sJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wenf8AKVL4I/8AZhXwp/8AV+/tPUAf6fGm/wDIOsP+vK1/9ER0AXaAP4Kf+D5L/kTf+CbH/YzftWf+mr9nygD+pn/gip/yiQ/4Jyf9mffA3/1BtJoA/T2gAoAKAOf8W+KvD/gXwr4m8beLNUt9E8K+DvD+s+KvE2tXhYWmkeH/AA9p1zq+s6pdFFdxb2GnWlzdzlEdhFExVWOBQB/ndWP/AAeD/tvfGD9vn4e+D/gP+z/8H3/Zm8b/ABv8IfDHwd8Idd8P+JNT+Mvjrwr4s8Zaf4V0681HxzY+LYrDR/iVr0Oox3Wj2Oi+Hbjwx4e1K4stIvrHxjFZXOpauAf6MtABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+XZ8MP+VxfU/8AtIv8Xf8A0y+NaAP9ROgAoAKAP4zv+D2X/lHt+y1/2eXpP/qkfjDQB+p//Bsl/wAoN/2Ev+wH8c//AFp/42UAfvFQAUAf5dnif/lcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//S/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8Yj/AIL9fCyL4O/8Fkv+Cg3hGC1+xx6r8e9S+KAhC7AX+N/h7w98aZZ1UcBbuXx+90McETZFAH+hz/wah/E5/iF/wRW/Z+0Se6a7u/hH8Qfjt8MbiR33yxovxU8RfEHTLWQ8kCz0X4gaZa26H/V2cVtGuFUCgD+j6gAoAKACgAoAKACgAoA/y7P+DhX/AJWW/AP/AGN/7CX/ALodAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5fX/B6d/ylS+CP/ZhXwp/9X7+09QB/p8ab/yDrD/rytf/AERHQBdoA/gp/wCD5L/kTf8Agmx/2M37Vn/pq/Z8oA/qZ/4Iqf8AKJD/AIJyf9mffA3/ANQbSaAP09oAKACgD5b/AG5Ph94l+Lf7FP7YPwq8GW8934w+Jv7Lf7QPw+8KWtqCbm58S+M/hN4t8OaFb24VlYzzapqVrHCFZSZGXDA8qAf4rX7C37QWn/slftp/srftLa9o15ruh/AX9oH4VfFDxLoNkkQ1TVPDvgzxppGseI9N0wXTxQR6xc6Na38GlvcOkMOpNbSTEIjUAf7jfw/8eeEvin4D8E/E7wDrdp4l8CfEbwj4b8d+C/EdgXNjr/hPxfo1l4g8Oa1ZGRI5Daaro+oWd9bmREfyZ03IrZWgDrqACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz4Yf8ri+p/8AaRf4u/8Apl8a0Af6idABQAUAfxnf8Hsv/KPb9lr/ALPL0n/1SPxhoA/U/wD4Nkv+UG/7CX/YD+Of/rT/AMbKAP3ioAKAP8uzxP8A8ri9t/2kX8I/+mXRaAP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9P+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/yiv8Ag72+G8ngf/gsf4t8TvbGBfjJ+z38C/iPFKVwL1NL0nWfhEbkHA37JPhY9pu5INrtyAoFAH9G/wDwZN/EyLWv2DP2qvhG9z5198Pf2r/+E4ELNue00j4ofCbwHpNjGq9Ugk1P4Ya9OgxgzyXTDJJoA/s+oAKACgAoAKACgAoAKAP8uz/g4V/5WW/AP/Y3/sJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wenf8AKVL4I/8AZhXwp/8AV+/tPUAf6fGm/wDIOsP+vK1/9ER0AXaAP4Kf+D5L/kTf+CbH/YzftWf+mr9nygD+pn/gip/yiQ/4Jyf9mffA3/1BtJoA/T2gAoAKAMbXPEfh/wAMWR1LxLrujeHtOVtrX+uapY6TZBsE7TdX80EAbAJwXzgE8YzQB/jG/wDBd34YfC74Qf8ABXH9uLwb8F/+EdX4bT/FXTfHfh6Lwje2F/4Ytpfix4C8H/FTXrPQZdKlm02HTLLxJ4z1i0tNOsGW00mKAaVBDbR2S28QB/pAf8G437UHw68Zf8EaP2HbPxj8WvANr428J+C/Hvw51Lw/rPjfw7ZeIdJ074c/GT4i+CPCNje6TealFqFog8FaF4cm05JYED6VPYzQ7oZEoA/fjS9a0fXLf7XouraZrFrnH2nS7+11C3yeg860lmiyf9/88HaAadABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l2fDD/AJXF9T/7SL/F3/0y+NaAP9ROgAoAKAP4zv8Ag9l/5R7fstf9nl6T/wCqR+MNAH6n/wDBsl/yg3/YS/7Afxz/APWn/jZQB+8VABQB/l2eJ/8AlcXtv+0i/hH/ANMui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf//U/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP86H/AIPgfhxa6X+0B+wR8XUiUXvjj4O/GX4cXE20BpLX4V+NfB/ieziLdSsM3xjvnVTwpnYj77UAXv8Agx78e3lj8bf2/vheJWNh4p+FfwQ8evASSq3ngLxb478PRyxgnCM8PxJlSYquZQkAkJ8mMUAf6KFABQAUAFABQAUAFABQB/l2f8HCv/Ky34B/7G/9hL/3Q6AP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAvr/g9O/5SpfBH/swr4U/+r9/aeoA/0+NN/wCQdYf9eVr/AOiI6ALtAH8FP/B8l/yJv/BNj/sZv2rP/TV+z5QB/Uz/AMEVP+USH/BOT/sz74G/+oNpNAH6e0Afmj/wVq/4KMWP/BLL9i/xl+1refB/xH8b59B8TeEfBmkeCND1ceGdPOs+M9QlsLDVfGHi46P4i/4RTwpZyQtDcaqmg6tNdaxd6LoNvbJcazHdW4B/nIftjf8AB1x/wVf/AGok1Xw/8O/H3hL9kHwBf+fbpov7POhy2HjeawfPkjUPi34tu/Efjey1WHdltV8A3Xw/WUqhFjCoZGAP57/FPjD4xfHnxddeIfGvin4l/Gbx5qTST3uueKdb8U/ETxdftLJulmutT1a61jWbppJX3SSSzOXkbLEsd1AHNeJPBfjHwc9nH4u8J+JvCsmoxyzaeniTQtU0N76GFkSaWzXU7S1N1HC8iJK8G9Y2dFYqWAYAoaX4f17WxO2i6Jq+rramJbltL0281AW7TCQwic2kE4iMohlMQkC+YI5Cmdj0AejeEPhZ8ernUra48BfDn4u3GsBwtpP4Q8IeMpdSEmeBbS6Lp5ut+4DAifdnpn+IA/Y/9kT4T/8AByRc6zpUP7KOgf8ABVHwvbvLELO7TVfj38OPhdcFXXZBqmrfETUvDXwrurdW2u9rrV3JbKuJJYwgLKAf6VH/AAR28G/8FVPBf7L9zZf8FaPiL8P/AB98cbvxP9p8F2/hW38KXHi/wn4DXSrKBNB+KHib4e6Xovw/8TeKF1eK9nt7vwzb60Y9OaKTVfGHiG/vHh0oA/WSgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8uz4Yf8ri+p/9pF/i7/6ZfGtAH+onQAUAFAH8Z3/B7L/yj2/Za/7PL0n/ANUj8YaAP1P/AODZL/lBv+wl/wBgP45/+tP/ABsoA/eKgAoA/wAuzxP/AMri9t/2kX8I/wDpl0WgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//1f7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD+CL/g+U09ZPC/8AwTT1XblrLX/2tNPD45VdT079nK5Zc9t50lSR32D0oA+GP+DJrUGj/wCCg37U+lbyFvf2N9T1Ax54ZtM+NnwhtlfHcoNXZQe3mEd6AP8ATEoAKACgAoAKACgAoAKAP8uz/g4V/wCVlvwD/wBjf+wl/wC6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wenf8pUvgj/2YV8Kf/V+/tPUAf6fGm/8g6w/68rX/wBER0AXaAP4Kf8Ag+S/5E3/AIJsf9jN+1Z/6av2fKAP6mf+CKn/ACiQ/wCCcn/Zn3wN/wDUG0mgD9PaAMfxB4e0Dxbomq+GfFWh6P4m8N67Y3Gma34f8QaZZazomsabdoYrrT9V0rUYbiw1CxuY2MdxaXcEsEyEpJGynFAH5qan/wAETv8Agkfq/iSTxXe/8E6v2Sv7WluDdSxWnwb8J6boUk7P5jM/hXTbG08LMjvkvCdG8l8kMhUsrAH3x8K/gv8AB74F+GYfBfwS+FHw1+D3g63KmDwp8LfAvhj4f+GoSi7UMWh+E9L0jTI2VSQGS2BAJHGSGAP4Hf8Ag+PsUj+IH/BOHUhGoku/B37T9i0uPmdNP1v4FzpGT3WNtTkZRjgysed1AG5/wY06gY9c/wCCmWleYcXWlfshagIt3BNheftL2zSBemQNSVWYf3lB/hoA/wBBGgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8uz4Yf8ri+p/9pF/i7/6ZfGtAH+onQAUAFAH8Z3/B7L/yj2/Za/7PL0n/ANUj8YaAP1P/AODZL/lBv+wl/wBgP45/+tP/ABsoA/eKgAoA/wAuzxP/AMri9t/2kX8I/wDpl0WgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//1v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD+En/g+JjB+En/BPGXHKfEb9oeMHuBL4Z+FDEZ9/JBPHOB0xQB+Zf/BlJJj/AIKb/tExZOH/AGEfH8mOx8r9oH9m1c+mR5xx9TjqaAP9OqgAoAKACgAoAKACgAoA/wAuz/g4V/5WW/AP/Y3/ALCX/uh0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l9f8AB6d/ylS+CP8A2YV8Kf8A1fv7T1AH+nxpv/IOsP8Arytf/REdAF2gD+Cn/g+S/wCRN/4Jsf8AYzftWf8Apq/Z8oA/qZ/4Iqf8okP+Ccn/AGZ98Df/AFBtJoA/T2gAoAKACgD+G3/g96+DOueIP2ev2Ffj9Y6fNcaF8Lfi38Xvhb4gvoYmdbG4+NHhPwb4k0E3joCYraV/gnqsEU022FbueG3DrNeRpOAfj/8A8Gcv7W/hP4F/8FEviJ+z54zu49Ms/wBrn4QXPh/whqc88cFovxJ+Ec+ofEHRtKvpJmjggg1fwWfiJHaXDS+bJrlvo+lW8MsuqgoAf6f2l65ouuJdSaLq+l6xHZXT2N6+l6haaglpexxxyvZ3TWksq290kU0Mr28uyZY5Y3KBXU0AalABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/l2fDD/AJXF9T/7SL/F3/0y+NaAP9ROgAoAKAP4zv8Ag9l/5R7fstf9nl6T/wCqR+MNAH6n/wDBsl/yg3/YS/7Afxz/APWn/jZQB+8VABQB/l2eJ/8AlcXtv+0i/hH/ANMui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf//X/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP4Sv+D4l8fCL/AIJ5R/3viP8AtCvj/rn4Y+FS/p5n6+9AH5kf8GUqZ/4KdftESf3f2D/iEmf+un7QX7NLfr5fr270Af6dlABQAUAFABQAUAFABQB/l2f8HCv/ACst+Af+xv8A2Ev/AHQ6AP8AUToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8vr/AIPTv+UqXwR/7MK+FP8A6v39p6gD/T403/kHWH/Xla/+iI6ALtAH8FP/AAfJf8ib/wAE2P8AsZv2rP8A01fs+UAf1M/8EVP+USH/AATk/wCzPvgb/wCoNpNAH6e0AFABQAUAfmz/AMFe/wBjHV/+CgH/AATk/ak/ZY8J2uhXPxC8feBIdU+Fh8RNBbafH8TvAmvaR478EQHVZ8LoJ1jXPDtt4dn1zcsen2Gs3kl35tgbu3nAP8pT4Pf8ELv+Csfxn+OUfwB0j9hz4/eC/FEGtf2R4h8XfFT4e+Jvh18JPCdvHceTda9rfxW8RaXb+CbrQ4oFm1Cxn8N6vr994msYS/g7T/Ec81rb3AB/qLf8EZP+CSHwy/4JEfswzfCPw34mvPiJ8W/iRqWl+M/j58TZTeWmleKPGljpz2FjpfhDw/PKYtC8F+FLS4utO0JZozrertcXuta5cCe+g0vSAD9e6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/Ls+GH/K4vqf/aRf4u/+mXxrQB/qJ0AFABQB/Gd/wey/8o9v2Wv+zy9J/wDVI/GGgD9T/wDg2S/5Qb/sJf8AYD+Of/rT/wAbKAP3ioAKAP8ALs8T/wDK4vbf9pF/CP8A6ZdFoA/1E6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9D+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/gp/4Pkr8R+Dv+CbGl7sG88TftWX+zPLDTdL/Z8ty2O+z+1QCe28DvQB8Ff8GTlh5n/BQ/9qLVNufsf7GGt2G70/tL44fBe425/wBr+ys++z2oA/0y6ACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wAHp3/KVL4I/wDZhXwp/wDV+/tPUAf6fGm/8g6w/wCvK1/9ER0AXaAP4Kf+D5L/AJE3/gmx/wBjN+1Z/wCmr9nygD+pn/gip/yiQ/4Jyf8AZn3wN/8AUG0mgD9PaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/wAuz4Yf8ri+p/8AaRf4u/8Apl8a0Af6idABQAUAfxnf8Hsv/KPb9lr/ALPL0n/1SPxhoA/U/wD4Nkv+UG/7CX/YD+Of/rT/AMbKAP3ioAKAP8uzxP8A8ri9t/2kX8I/+mXRaAP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9H+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/zyv8Ag+N8VwXnxK/4Jz+BllBufDvgb9pbxXNBu+aODxnr/wAFtItpSvUCaTwHdIrfxGBgPumgDg/+DIPwxLd/tMft0+M1iJg0D4FfC/wxJPtOI5fF3j/VtVhiLdAZk8E3DhSct5BIztNAH+jjQAUAFABQAUAFABQAUAf5dn/Bwr/yst+Af+xv/YS/90OgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8AL6/4PTv+UqXwR/7MK+FP/q/f2nqAP9PjTf8AkHWH/Xla/wDoiOgC7QB/BT/wfJf8ib/wTY/7Gb9qz/01fs+UAex/8E4P+DpL/gl3+y5+wT+yD+zn8UJv2h1+IvwT/Z++GXw18ajw98JLPVtCHiTwn4ZsdJ1YaTqb+MbN7+w+128n2a6a1tzNFtcwx52UAfav/EYX/wAEf/8An4/ag/8ADJ2H/wA3VAB/xGF/8Ef/APn4/ag/8MnYf/N1QAf8Rhf/AAR//wCfj9qD/wAMnYf/ADdUAH/EYX/wR/8A+fj9qD/wydh/83VAB/xGF/8ABH//AJ+P2oP/AAydh/8AN1QAf8Rhf/BH/wD5+P2oP/DJ2H/zdUAH/EYX/wAEf/8An4/ag/8ADJ2H/wA3VAB/xGF/8Ef/APn4/ag/8MnYf/N1QAf8Rhf/AAR//wCfj9qD/wAMnYf/ADdUAH/EYX/wR/8A+fj9qD/wydh/83VAB/xGF/8ABH//AJ+P2oP/AAydh/8AN1QAf8Rhf/BH/wD5+P2oP/DJ2H/zdUAH/EYX/wAEf/8An4/ag/8ADJ2H/wA3VAB/xGF/8Ef/APn4/ag/8MnYf/N1QAf8Rhf/AAR//wCfj9qD/wAMnYf/ADdUAH/EYX/wR/8A+fj9qD/wydh/83VAB/xGF/8ABH//AJ+P2oP/AAydh/8AN1QAf8Rhf/BH/wD5+P2oP/DJ2H/zdUAH/EYX/wAEf/8An4/ag/8ADJ2H/wA3VAB/xGF/8Ef/APn4/ag/8MnYf/N1QAf8Rhf/AAR//wCfj9qD/wAMnYf/ADdUAH/EYX/wR/8A+fj9qD/wydh/83VAB/xGF/8ABH//AJ+P2oP/AAydh/8AN1QAf8Rhf/BH/wD5+P2oP/DJ2H/zdUAH/EYX/wAEf/8An4/ag/8ADJ2H/wA3VAB/xGF/8Ef/APn4/ag/8MnYf/N1QAf8Rhf/AAR//wCfj9qD/wAMnYf/ADdUAH/EYX/wR/8A+fj9qD/wydh/83VAB/xGF/8ABH//AJ+P2oP/AAydh/8AN1QAf8Rhf/BH/wD5+P2oP/DJ2H/zdUAH/EYX/wAEf/8An4/ag/8ADJ2H/wA3VAB/xGF/8Ef/APn4/ag/8MnYf/N1QAf8Rhf/AAR//wCfj9qD/wAMnYf/ADdUAH/EYX/wR/8A+fj9qD/wydh/83VAB/xGF/8ABH//AJ+P2oP/AAydh/8AN1QAf8Rhf/BH/wD5+P2oP/DJ2H/zdUAH/EYX/wAEf/8An4/ag/8ADJ2H/wA3VAB/xGF/8Ef/APn4/ag/8MnYf/N1QAf8Rhf/AAR//wCfj9qD/wAMnYf/ADdUAH/EYX/wR/8A+fj9qD/wydh/83VAB/xGF/8ABH//AJ+P2oP/AAydh/8AN1QAf8Rhf/BH/wD5+P2oP/DJ2H/zdUAH/EYX/wAEf/8An4/ag/8ADJ2H/wA3VAB/xGF/8Ef/APn4/ag/8MnYf/N1QAf8Rhf/AAR//wCfj9qD/wAMnYf/ADdUAH/EYX/wR/8A+fj9qD/wydh/83VAB/xGF/8ABH//AJ+P2oP/AAydh/8AN1QAf8Rhf/BH/wD5+P2oP/DJ2H/zdUAH/EYX/wAEf/8An4/ag/8ADJ2H/wA3VAB/xGF/8Ef/APn4/ag/8MnYf/N1QAf8Rhf/AAR//wCfj9qD/wAMnYf/ADdUAH/EYX/wR/8A+fj9qD/wydh/83VAB/xGF/8ABH//AJ+P2oP/AAydh/8AN1QAf8Rhf/BH/wD5+P2oP/DJ2H/zdUAH/EYX/wAEf/8An4/ag/8ADJ2H/wA3VAB/xGF/8Ef/APn4/ag/8MnYf/N1QAf8Rhf/AAR//wCfj9qD/wAMnYf/ADdUAH/EYX/wR/8A+fj9qD/wydh/83VAB/xGF/8ABH//AJ+P2oP/AAydh/8AN1QAf8Rhf/BH/wD5+P2oP/DJ2H/zdUAfyN/sOftA+AP2rP8Ag6b+G37SHwqOtt8OPjV+298QfiF4LPiPTU0fXj4e8Q+G/Gd5p51bS0ur1LC+MLDz7Zbu4EbcCVv4QD/WCoAKACgD+M7/AIPZf+Ue37LX/Z5ek/8AqkfjDQB+p/8AwbJf8oN/2Ev+wH8c/wD1p/42UAfvFQAUAf5dnif/AJXF7b/tIv4R/wDTLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH//0v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/LT/wCDyf4sf8Jz/wAFWvCPw+trnfZ/BP8AZV+F/hW6s1fclv4h8W+KfiF8Sb+5Zf8AlnPd6B4t8KROvGYLK1fHzFmAP2g/4Mg/hSdJ/Zt/bp+OLW5A8f8Axv8Ahd8KYrorwx+EHgPWPF1xbxuRgbP+F320kyqRu3wlwdsZUA/uMoAKACgAoAKACgAoAKAP8uz/AIOFf+VlvwD/ANjf+wl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5fX/B6d/ylS+CP/ZhXwp/9X7+09QB/p8ab/wAg6w/68rX/ANER0AXaAPz/AP8AgoN/wTG/Y9/4KefD3wf8Of2ufh5qHjDTvh74iuvFHgPX/DnifWvBvi7wlqup2cWn60uk69olzDI+ma9Y29rb61o2pW+oaVfPYaZfPaLqWk6Xe2QB+RX/ABCK/wDBGn/on3x3/wDD8+J//kSgA/4hFf8AgjT/ANE++O//AIfnxP8A/IlAB/xCK/8ABGn/AKJ98d//AA/Pif8A+RKAD/iEV/4I0/8ARPvjv/4fnxP/APIlAB/xCK/8Eaf+iffHf/w/Pif/AORKAD/iEV/4I0/9E++O/wD4fnxP/wDIlAB/xCK/8Eaf+iffHf8A8Pz4n/8AkSgA/wCIRX/gjT/0T747/wDh+fE//wAiUAH/ABCK/wDBGn/on3x3/wDD8+J//kSgA/4hFf8AgjT/ANE++O//AIfnxP8A/IlAB/xCK/8ABGn/AKJ98d//AA/Pif8A+RKAD/iEV/4I0/8ARPvjv/4fnxP/APIlAB/xCK/8Eaf+iffHf/w/Pif/AORKAD/iEV/4I0/9E++O/wD4fnxP/wDIlAB/xCK/8Eaf+iffHf8A8Pz4n/8AkSgA/wCIRX/gjT/0T747/wDh+fE//wAiUAH/ABCK/wDBGn/on3x3/wDD8+J//kSgA/4hFf8AgjT/ANE++O//AIfnxP8A/IlAB/xCK/8ABGn/AKJ98d//AA/Pif8A+RKAD/iEV/4I0/8ARPvjv/4fnxP/APIlAB/xCK/8Eaf+iffHf/w/Pif/AORKAD/iEV/4I0/9E++O/wD4fnxP/wDIlAB/xCK/8Eaf+iffHf8A8Pz4n/8AkSgA/wCIRX/gjT/0T747/wDh+fE//wAiUAH/ABCK/wDBGn/on3x3/wDD8+J//kSgA/4hFf8AgjT/ANE++O//AIfnxP8A/IlAB/xCK/8ABGn/AKJ98d//AA/Pif8A+RKAD/iEV/4I0/8ARPvjv/4fnxP/APIlAB/xCK/8Eaf+iffHf/w/Pif/AORKAD/iEV/4I0/9E++O/wD4fnxP/wDIlAB/xCK/8Eaf+iffHf8A8Pz4n/8AkSgA/wCIRX/gjT/0T747/wDh+fE//wAiUAH/ABCK/wDBGn/on3x3/wDD8+J//kSgA/4hFf8AgjT/ANE++O//AIfnxP8A/IlAB/xCK/8ABGn/AKJ98d//AA/Pif8A+RKAD/iEV/4I0/8ARPvjv/4fnxP/APIlAB/xCK/8Eaf+iffHf/w/Pif/AORKAD/iEV/4I0/9E++O/wD4fnxP/wDIlAB/xCK/8Eaf+iffHf8A8Pz4n/8AkSgA/wCIRX/gjT/0T747/wDh+fE//wAiUAH/ABCK/wDBGn/on3x3/wDD8+J//kSgA/4hFf8AgjT/ANE++O//AIfnxP8A/IlAB/xCK/8ABGn/AKJ98d//AA/Pif8A+RKAD/iEV/4I0/8ARPvjv/4fnxP/APIlAB/xCK/8Eaf+iffHf/w/Pif/AORKAD/iEV/4I0/9E++O/wD4fnxP/wDIlAB/xCK/8Eaf+iffHf8A8Pz4n/8AkSgA/wCIRX/gjT/0T747/wDh+fE//wAiUAH/ABCK/wDBGn/on3x3/wDD8+J//kSgA/4hFf8AgjT/ANE++O//AIfnxP8A/IlAB/xCK/8ABGn/AKJ98d//AA/Pif8A+RKAD/iEV/4I0/8ARPvjv/4fnxP/APIlAB/xCK/8Eaf+iffHf/w/Pif/AORKAD/iEV/4I0/9E++O/wD4fnxP/wDIlAB/xCK/8Eaf+iffHf8A8Pz4n/8AkSgA/wCIRX/gjT/0T747/wDh+fE//wAiUAH/ABCK/wDBGn/on3x3/wDD8+J//kSgA/4hFf8AgjT/ANE++O//AIfnxP8A/IlAB/xCK/8ABGn/AKJ98d//AA/Pif8A+RKAD/iEV/4I0/8ARPvjv/4fnxP/APIlAB/xCK/8Eaf+iffHf/w/Pif/AORKAPqz9jD/AIN1/wDgl3+wj8e/C37S3wQ+FHja7+LfgWDVl8D638RPid4m8aaf4Tv9b0u70O/13SdBupLXSJNc/sbUNR0+yv8AU7XUTpi30t5p0dpqcVpfW4B+5NABQAUAfxnf8Hsv/KPb9lr/ALPL0n/1SPxhoA/U/wD4Nkv+UG/7CX/YD+Of/rT/AMbKAP3ioAKAP8uzxP8A8ri9t/2kX8I/+mXRaAP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9P+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/xgv8Agvj8Zv8Ahe//AAWK/wCCgPjZbr7Xb6N8e9Z+ElnKr74Ra/AXSNH+B8QtiPkNux+HrSo8X7uYyNcAv5xdgD/Q5/4NQPgz/wAKn/4IwfA3xBPa/Y9S+O3xH+Nfxm1KFk2Sv5/jy/8Ahlod1LwN32/wp8MfD99buC26yuLXlSClAH9IlABQAUAFABQAUAFABQB/l2f8HCv/ACst+Af+xv8A2Ev/AHQ6AP8AUToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8vr/AIPTv+UqXwR/7MK+FP8A6v39p6gD/T403/kHWH/Xla/+iI6ALtABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH8Z3/B7L/yj2/Za/wCzy9J/9Uj8YaAP1P8A+DZL/lBv+wl/2A/jn/60/wDGygD94qACgD/Ls8T/APK4vbf9pF/CP/pl0WgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD//U/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoArXt5a6dZ3eoX06W1lY2095d3Mp2xW9raxNNcTyN2SKJHkc9lUntQB/gp/F3x/qHxY+K/wAT/inqzySar8SviH418f6nJMcyvqHjLxJqfiK9eU5bMjXOoyM53NlieT1oA/2v/wDglh8LYPgt/wAE1v2DPhjHb/Zrjwt+yT8BItZj2eXu8Tan8NfDuteK5zH1Q3XibUtWuijFmUzYZ3YF2APvagAoAKACgAoAKACgAoA/y7P+DhX/AJWW/AP/AGN/7CX/ALodAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5fX/B6d/ylS+CP/ZhXwp/9X7+09QB/p8ab/yDrD/rytf/AERHQBdoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/jO/4PZf+Ue37LX/Z5ek/+qR+MNAH6n/8GyX/ACg3/YS/7Afxz/8AWn/jZQB+8VABQB/l2eJ/+Vxe2/7SL+Ef/TLotAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH/9X+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD55/a78SyeDP2T/2nvGEL+VL4U/Z5+NXiWKTO3y5NC+G3iXVEfcMldjWobIHGM80Af4R6I0jrGilndlRFUZZmY4VQBySSQAB1JoA/3z/BHhyDwd4L8I+EbYKtt4V8MaB4ct1QAIIND0q00yIIBwFEdqoUDgDpQB09ABQAUAFABQAUAFABQB/l2f8ABwr/AMrLfgH/ALG/9hL/AN0OgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8vr/g9O/5SpfBH/swr4U/+r9/aeoA/wBPjTf+QdYf9eVr/wCiI6ALtABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH8Z3/B7L/wAo9v2Wv+zy9J/9Uj8YaAP1P/4Nkv8AlBv+wl/2A/jn/wCtP/GygD94qACgD/Ls8T/8ri9t/wBpF/CP/pl0WgD/AFE6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//W/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA+GP+CoOsr4d/wCCaf8AwUM1538saP8AsPftX6irA4bzLT4D+PZolTkfvHlREjAOS7KBkkUAf4lnwp0ZvEfxR+G3h5IzM+vePvB2jJEBkytqniHTrFYwOclzOFxjnOOaAP8Ae6oAKACgAoAKACgAoAKACgD/AC7P+DhX/lZb8A/9jf8AsJf+6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wAHp3/KVL4I/wDZhXwp/wDV+/tPUAf6fGm/8g6w/wCvK1/9ER0AXaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP4zv+D2X/lHt+y1/wBnl6T/AOqR+MNAH6n/APBsl/yg3/YS/wCwH8c//Wn/AI2UAfvFQAUAf5dnif8A5XF7b/tIv4R/9Mui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/9f+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD8Zf+DhX4rWnwd/4Iy/t9eJbq48h/EPwbj+FNmiuFlurv40+L/DHwlW3hXlpf3PjKee4RAxFlBdSvtiid0AP8n7/gmh8Nbr4w/wDBRL9hf4ZWtq92vjP9rf8AZ70fUI0G7ytDk+KnhabxDeyAc+Rp2hQ6jqFyRki3tpSASAKAP9xugAoAKACgAoAKACgAoAKAP8uz/g4V/wCVlvwD/wBjf+wl/wC6HQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFAH+X1/wenf8pUvgj/2YV8Kf/V+/tPUAf6fGm/8g6w/68rX/wBER0AXaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP4zv+D2X/lHt+y1/2eXpP/qkfjDQB+p//Bsl/wAoN/2Ev+wH8c//AFp/42UAfvFQAUAf5dnif/lcXtv+0i/hH/0y6LQB/qJ0AFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB//Q/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/kO/wCDz34qXXg//gmH8Jfhvp9y8M/xg/a18C2OrwK+1bzwr4I+H3xN8W3kTqDlxH4qtvBdyoIKK0O4kOEDAH8k3/Bqp8H7b4r/APBaT9nbVNQthd6b8GvB/wAZfjBd27qGjNzpHw41zwf4euZOCVOneLPG+gapAylT9qsrcEshdKAP9cqgAoAKACgAoAKACgAoAKAP8uz/AIOFf+VlvwD/ANjf+wl/7odAH+onQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf5fX/B6d/ylS+CP/ZhXwp/9X7+09QB/p8ab/wAg6w/68rX/ANER0AXaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP4zv+D2X/AJR7fstf9nl6T/6pH4w0Afqf/wAGyX/KDf8AYS/7Afxz/wDWn/jZQB+8VABQB/l2eJ/+Vxe2/wC0i/hH/wBMui0Af6idABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAf/R/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/hm/wCD4GTUh+z9+wRFEkh0d/jH8ZZL6QBvKXUovBXhBdKR2+6JJLWbWWjB+YrHKV4V6APyJ/4Mujoq/wDBVb4v/wBp3FvFqDfsM/FZPDsM7okl1qn/AAuv9nOS6isw3Mt1HocerztFGfM+xxXc3McMlAH+ofQAUAFABQAUAFABQAUAFAH+XZ/wcK/8rLfgH/sb/wBhL/3Q6AP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA/y+v+D07/AJSpfBH/ALMK+FP/AKv39p6gD/T403/kHWH/AF5Wv/oiOgC7QAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQAUAFABQB/Gd/wey/8o9v2Wv+zy9J/wDVI/GGgD9T/wDg2S/5Qb/sJf8AYD+Of/rT/wAbKAP3ioAKAP8ALs8T/wDK4vbf9pF/CP8A6ZdFoA/1E6ACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//9L+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD8Gv+DjD/AIJteMf+Cln/AATn8UeA/hDpaa18ffgh4w0r48fBvQFaGC58a6t4b0fXdB8VfDu1vJnSOG98W+C/EetnQLeZktL/AMaaT4UtL24srSSW/tQD/JS+HnxK+Pn7JnxitvGnw08X/E39n346fDDW9T0xdZ8O6j4h+HvxD8G65aNcaRr+hagsL6brGnTYF5o3iLQNTiWK5ga90nWLGa3lubZgD9pfA/8AwdIf8FvPBNvZWUn7X9l4z0+wRI4rXxx8CP2fdZuJo0IO291y1+GOmeJr936PPea1PdEE/vzgbAD+jX/gkj/wd7az8a/jF4C/Zx/4KOfDz4e+CJviNruleDvBv7Sfwqh1Xw34V0zxRrN1Dp2hWfxd8Ea7rHiCHStK1vUbiGyufH/hnWNO0Xw7cS2kmseELLQW1TxLowB/dxQAUAFABQAUAFABQB/l2f8ABwr/AMrLfgH/ALG/9hL/AN0OgD/UToAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP8vr/g9O/5SpfBH/swr4U/+r9/aeoA/uAsP+C9/wDwRyjsbKN/+ChH7PivHaW6Op13VsqyworKf+JN1BBB+lAFv/h/l/wRw/6SFfs9/wDg91b/AOU1AB/w/wAv+COH/SQr9nv/AMHurf8AymoAP+H+X/BHD/pIV+z3/wCD3Vv/AJTUAH/D/L/gjh/0kK/Z7/8AB7q3/wApqAD/AIf5f8EcP+khX7Pf/g91b/5TUAH/AA/y/wCCOH/SQr9nv/we6t/8pqAD/h/l/wAEcP8ApIV+z3/4PdW/+U1AB/w/y/4I4f8ASQr9nv8A8Hurf/KagA/4f5f8EcP+khX7Pf8A4PdW/wDlNQAf8P8AL/gjh/0kK/Z7/wDB7q3/AMpqAD/h/l/wRw/6SFfs9/8Ag91b/wCU1AB/w/y/4I4f9JCv2e//AAe6t/8AKagA/wCH+X/BHD/pIV+z3/4PdW/+U1AB/wAP8v8Agjh/0kK/Z7/8Hurf/KagA/4f5f8ABHD/AKSFfs9/+D3Vv/lNQAf8P8v+COH/AEkK/Z7/APB7q3/ymoAP+H+X/BHD/pIV+z3/AOD3Vv8A5TUAH/D/AC/4I4f9JCv2e/8Awe6t/wDKagA/4f5f8EcP+khX7Pf/AIPdW/8AlNQAf8P8v+COH/SQr9nv/wAHurf/ACmoAP8Ah/l/wRw/6SFfs9/+D3Vv/lNQAf8AD/L/AII4f9JCv2e//B7q3/ymoAP+H+X/AARw/wCkhX7Pf/g91b/5TUAH/D/L/gjh/wBJCv2e/wDwe6t/8pqAD/h/l/wRw/6SFfs9/wDg91b/AOU1AB/w/wAv+COH/SQr9nv/AMHurf8AymoAP+H+X/BHD/pIV+z3/wCD3Vv/AJTUAH/D/L/gjh/0kK/Z7/8AB7q3/wApqAD/AIf5f8EcP+khX7Pf/g91b/5TUAH/AA/y/wCCOH/SQr9nv/we6t/8pqAD/h/l/wAEcP8ApIV+z3/4PdW/+U1AB/w/y/4I4f8ASQr9nv8A8Hurf/KagA/4f5f8EcP+khX7Pf8A4PdW/wDlNQAf8P8AL/gjh/0kK/Z7/wDB7q3/AMpqAD/h/l/wRw/6SFfs9/8Ag91b/wCU1AB/w/y/4I4f9JCv2e//AAe6t/8AKagA/wCH+X/BHD/pIV+z3/4PdW/+U1AB/wAP8v8Agjh/0kK/Z7/8Hurf/KagA/4f5f8ABHD/AKSFfs9/+D3Vv/lNQAf8P8v+COH/AEkK/Z7/APB7q3/ymoAP+H+X/BHD/pIV+z3/AOD3Vv8A5TUAH/D/AC/4I4f9JCv2e/8Awe6t/wDKagA/4f5f8EcP+khX7Pf/AIPdW/8AlNQAf8P8v+COH/SQr9nv/wAHurf/ACmoAP8Ah/l/wRw/6SFfs9/+D3Vv/lNQAf8AD/L/AII4f9JCv2e//B7q3/ymoAP+H+X/AARw/wCkhX7Pf/g91b/5TUAH/D/L/gjh/wBJCv2e/wDwe6t/8pqAD/h/l/wRw/6SFfs9/wDg91b/AOU1AB/w/wAv+COH/SQr9nv/AMHurf8AymoAP+H+X/BHD/pIV+z3/wCD3Vv/AJTUAH/D/L/gjh/0kK/Z7/8AB7q3/wApqAD/AIf5f8EcP+khX7Pf/g91b/5TUAH/AA/y/wCCOH/SQr9nv/we6t/8pqAD/h/l/wAEcP8ApIV+z3/4PdW/+U1AB/w/y/4I4f8ASQr9nv8A8Hurf/KagA/4f5f8EcP+khX7Pf8A4PdW/wDlNQAf8P8AL/gjh/0kK/Z7/wDB7q3/AMpqAD/h/l/wRw/6SFfs9/8Ag91b/wCU1AB/w/y/4I4f9JCv2e//AAe6t/8AKagA/wCH+X/BHD/pIV+z3/4PdW/+U1AB/wAP8v8Agjh/0kK/Z7/8Hurf/KagA/4f5f8ABHD/AKSFfs9/+D3Vv/lNQAf8P8v+COH/AEkK/Z7/APB7q3/ymoAP+H+X/BHD/pIV+z3/AOD3Vv8A5TUAH/D/AC/4I4f9JCv2e/8Awe6t/wDKagA/4f5f8EcP+khX7Pf/AIPdW/8AlNQB/LL/AMHYn/BSv9hD9tT9if8AZ5+H37Kv7UHww+OPjTwv+1LpvjLxB4c8D6le3uo6T4Xi+EvxP0STWruO5sLRFsk1bWNMsS6uzefewrsIZmUA/oy/4Nkv+UG/7CX/AGA/jn/60/8AGygD94qACgD/AC7PE/8AyuL23/aRfwj/AOmXRaAP9ROgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP//T/v4oAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPzQ/bR/4I8/8ABN3/AIKBajN4k/aj/ZX8BeNPH01vFbN8U/Dsuu/Db4pyx2sSQ2C6n4++HOreF/EfiS302JFj0/TvFV7rulWse6GOwELujAH47eJv+DN//gkbr0s0ml67+114KSVnZIPDPxm8H3UVuGJISFvGPwk8WzssY4T7RNO5AG93OWYA/Jb9t3/gyq17QbLQ9e/4J6ftJ6j40nl8SaVpniD4dftOtoWk6np3h3ULpLe88W6R8TfAXh7R9K1Ofw8rreX3hi6+H2l3Go6bHeT6TrMuqW9noeqgH+gT4d0ubQ/D+h6Lc6jdaxcaPo+maXPq97/x+apNp9lBaS6jd/PJ/pV88LXM/wA7/vZX+dvvUAbFABQAUAFABQAUAf5Xv/Byt420X4af8HD0HxG8SC8Ph3wB/wAMbeNteGnwLdX50Xwro3hDXdUFjbPLAlxeGxsJ/s0DzwrNNsjaWMMXUA/qW/4jFv8AgkN/z6ftXf8AhldA/wDnmUAH/EYt/wAEhv8An0/au/8ADK6B/wDPMoAP+Ixb/gkN/wA+n7V3/hldA/8AnmUAH/EYt/wSG/59P2rv/DK6B/8APMoAP+Ixb/gkN/z6ftXf+GV0D/55lAB/xGLf8Ehv+fT9q7/wyugf/PMoAP8AiMW/4JDf8+n7V3/hldA/+eZQAf8AEYt/wSG/59P2rv8Awyugf/PMoAP+Ixb/AIJDf8+n7V3/AIZXQP8A55lAB/xGLf8ABIb/AJ9P2rv/AAyugf8AzzKAD/iMW/4JDf8APp+1d/4ZXQP/AJ5lAB/xGLf8Ehv+fT9q7/wyugf/ADzKAD/iMW/4JDf8+n7V3/hldA/+eZQAf8Ri3/BIb/n0/au/8MroH/zzKAD/AIjFv+CQ3/Pp+1d/4ZXQP/nmUAH/ABGLf8Ehv+fT9q7/AMMroH/zzKAD/iMW/wCCQ3/Pp+1d/wCGV0D/AOeZQAf8Ri3/AASG/wCfT9q7/wAMroH/AM8ygA/4jFv+CQ3/AD6ftXf+GV0D/wCeZQAf8Ri3/BIb/n0/au/8MroH/wA8ygA/4jFv+CQ3/Pp+1d/4ZXQP/nmUAH/EYt/wSG/59P2rv/DK6B/88ygA/wCIxb/gkN/z6ftXf+GV0D/55lAH89X/AAWI/b4/4ID/APBXr4vfDT48+L/jF+3v8D/if8P/AIcQ/CW81Dwn+zz4A8XaB4o8Dab4l8SeL/D9rd6FrPxT0yXTdZ0XXfGXimQavZ6oyX9jqkdleWLnT7K4iAPx7/4Up/wQE/6Pr/4KI/8AiGPwq/8An90AH/ClP+CAn/R9f/BRH/xDH4Vf/P7oAP8AhSn/AAQE/wCj6/8Agoj/AOIY/Cr/AOf3QAf8KU/4ICf9H1/8FEf/ABDH4Vf/AD+6AD/hSn/BAT/o+v8A4KI/+IY/Cr/5/dAB/wAKU/4ICf8AR9f/AAUR/wDEMfhV/wDP7oAP+FKf8EBP+j6/+CiP/iGPwq/+f3QAf8KU/wCCAn/R9f8AwUR/8Qx+FX/z+6AD/hSn/BAT/o+v/goj/wCIY/Cr/wCf3QAf8KU/4ICf9H1/8FEf/EMfhV/8/ugA/wCFKf8ABAT/AKPr/wCCiP8A4hj8Kv8A5/dAB/wpT/ggJ/0fX/wUR/8AEMfhV/8AP7oAP+FKf8EBP+j6/wDgoj/4hj8Kv/n90AH/AApT/ggJ/wBH1/8ABRH/AMQx+FX/AM/ugA/4Up/wQE/6Pr/4KI/+IY/Cr/5/dAB/wpT/AIICf9H1/wDBRH/xDH4Vf/P7oAP+FKf8EBP+j6/+CiP/AIhj8Kv/AJ/dAB/wpT/ggJ/0fX/wUR/8Qx+FX/z+6AD/AIUp/wAEBP8Ao+v/AIKI/wDiGPwq/wDn90AH/ClP+CAn/R9f/BRH/wAQx+FX/wA/ugA/4Up/wQE/6Pr/AOCiP/iGPwq/+f3QAf8AClP+CAn/AEfX/wAFEf8AxDH4Vf8Az+6AD/hSn/BAT/o+v/goj/4hj8Kv/n90AH/ClP8AggJ/0fX/AMFEf/EMfhV/8/ugA/4Up/wQE/6Pr/4KI/8AiGPwq/8An90AH/ClP+CAn/R9f/BRH/xDH4Vf/P7oAP8AhSn/AAQE/wCj6/8Agoj/AOIY/Cr/AOf3QAf8KU/4ICf9H1/8FEf/ABDH4Vf/AD+6AD/hSn/BAT/o+v8A4KI/+IY/Cr/5/dAB/wAKU/4ICf8AR9f/AAUR/wDEMfhV/wDP7oAP+FKf8EBP+j6/+CiP/iGPwq/+f3QAf8KU/wCCAn/R9f8AwUR/8Qx+FX/z+6AD/hSn/BAT/o+v/goj/wCIY/Cr/wCf3QAf8KU/4ICf9H1/8FEf/EMfhV/8/ugA/wCFKf8ABAT/AKPr/wCCiP8A4hj8Kv8A5/dAB/wpT/ggJ/0fX/wUR/8AEMfhV/8AP7oAP+FKf8EBP+j6/wDgoj/4hj8Kv/n90AH/AApT/ggJ/wBH1/8ABRH/AMQx+FX/AM/ugA/4Up/wQE/6Pr/4KI/+IY/Cr/5/dAB/wpT/AIICf9H1/wDBRH/xDH4Vf/P7oAP+FKf8EBP+j6/+CiP/AIhj8Kv/AJ/dAB/wpT/ggJ/0fX/wUR/8Qx+FX/z+6AD/AIUp/wAEBP8Ao+v/AIKI/wDiGPwq/wDn90AH/ClP+CAn/R9f/BRH/wAQx+FX/wA/ugA/4Up/wQE/6Pr/AOCiP/iGPwq/+f3QAf8AClP+CAn/AEfX/wAFEf8AxDH4Vf8Az+6AD/hSn/BAT/o+v/goj/4hj8Kv/n90AH/ClP8AggJ/0fX/AMFEf/EMfhV/8/ugA/4Up/wQE/6Pr/4KI/8AiGPwq/8An90AH/ClP+CAn/R9f/BRH/xDH4Vf/P7oAP8AhSn/AAQE/wCj6/8Agoj/AOIY/Cr/AOf3QAf8KU/4ICf9H1/8FEf/ABDH4Vf/AD+6AD/hSn/BAT/o+v8A4KI/+IY/Cr/5/dAB/wAKU/4ICf8AR9f/AAUR/wDEMfhV/wDP7oAP+FKf8EBP+j6/+CiP/iGPwq/+f3QAf8KU/wCCAn/R9f8AwUR/8Qx+FX/z+6AD/hSn/BAT/o+v/goj/wCIY/Cr/wCf3QAf8KU/4ICf9H1/8FEf/EMfhV/8/ugA/wCFKf8ABAT/AKPr/wCCiP8A4hj8Kv8A5/dAB/wpT/ggJ/0fX/wUR/8AEMfhV/8AP7oAP+FKf8EBP+j6/wDgoj/4hj8Kv/n90AH/AApT/ggJ/wBH1/8ABRH/AMQx+FX/AM/ugA/4Up/wQE/6Pr/4KI/+IY/Cr/5/dAB/wpT/AIICf9H1/wDBRH/xDH4Vf/P7oAP+FKf8EBP+j6/+CiP/AIhj8Kv/AJ/dAB/wpT/ggJ/0fX/wUR/8Qx+FX/z+6AD/AIUp/wAEBP8Ao+v/AIKI/wDiGPwq/wDn90AH/ClP+CAn/R9f/BRH/wAQx+FX/wA/ugBR8Ff+CAmRn9ur/gokRkZA/Yy+FQJHcAn49MASOhKtjrg9KAP67P2H/wDg5Z/4Id/sFfspfBb9kX4Qt+2fqngD4K+GbvQtI1jxZ8IPC174j12/1nX9Y8W+JvEGsS2PxCsbBL3X/FXiHW9YktNPs7Ww08Xq2NjBHaW0KKAfVn/EYt/wSG/59P2rv/DK6B/88ygA/wCIxb/gkN/z6ftXf+GV0D/55lAH8i37Pf7S3w3/AGxf+DpD4PftO/CFfEKfDT4zft3eC/GHg5fFelw6L4jGkT2NhZINW0q3vtThsbvzrKbMMd/dKE2N5p3FVAP9ZWgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAP/9T+/igAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKAPx9/b2/4IUf8E4P+CkfxY0r45/tNfCTxFqHxX03wvY+Dbrxl4E+IfirwHe+IfD2kT3M+iWniWy0W9XSdXutF+23dtp+rzaeusjT5INLutQudN03SLSwAPhr/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAD/iEf/wCCMP8A0Sz40/8Ah/fHP/xygA/4hH/+CMP/AESz40/+H98c/wDxygA/4hH/APgjD/0Sz40/+H98c/8AxygA/wCIR/8A4Iw/9Es+NP8A4f3xz/8AHKAPpr9kL/g3O/4JW/sS/Hnwb+0l8GPg14vufiv8O5L688Cav4/+KPjHxrpfhbWb+wuNLfxDp/h7Ub2LRrjXLSwvLyLS73VLTUBpNxONU0yK11i0sNQtQD9zaACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoA//1f7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/1v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/1/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/0P7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/0f7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/0v7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/0/7+KACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgAoAKACgD/2Q==\n", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 350 } }, "output_type": "display_data" } ], "source": [ "display(Image(\"images/L03-GE-2.jpg\", width=350))" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 33, "slide_helper": "subslide_end", "slide_type": "subslide" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "slide" } }, "source": [ "So we can see that $k$ ranges from $n$ down to $1$. \n", "\n", "So, the number of operations required for the Elimination stage is:\n", "\n", "$$\n", "\\begin{array}{rcl} \\sum_{k=1}^n (2k^2 - 2) &=& \\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\\\\n", "\\end{array}\n", "$$" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 33, "slide_helper": "subslide_end", "slide_type": "subslide" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "fragment" } }, "source": [ "\n", "$$\n", "\\begin{array}{rcl}\n", "\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;\\;&& 2 \\left(\\sum_{k=1}^n k^2 - \\sum_{k=1}^n 1\\right)\\\\\n", "&=& 2 \\left(\\frac{n(n+1)(2n+1)}{6} - n\\right)\\\\\n", "&=& \\frac{2}{3} n^3 + n^2 - \\frac{5}{3} n\n", "\\end{array}\n", "$$\n", "\n", "The second step above is based on known formulas." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 33, "slide_helper": "subslide_end", "slide_type": "subslide" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "fragment" } }, "source": [ "When $n$ is large, this expression is dominated by $\\frac{2}{3} n^3$.\n", "\n", "That is, \n", " \n", "$$ \\lim_{n\\rightarrow\\infty} \\frac{\\frac{2}{3} n^3 + n^2 - \\frac{5}{3} n}{\\frac{2}{3} n^3} = 1 $$\n", "\n", "The second stage of GE only requires on the order of $n^2$ flops, so the whole algorithm is dominated by the $\\frac{2}{3} n^3$ flops in the first stage." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 33, "slide_helper": "subslide_end", "slide_type": "subslide" }, "slide_helper": "slide_end", "slideshow": { "slide_type": "slide" } }, "source": [ "So, we find that:\n", "* The Elimination stage is $\\sim \\frac{2}{3} n^3$.\n", "* The Backsubstitution stage is $\\sim n^2$.\n", " \n", "Thus we say that the flop count of __Gaussian Elimination is $\\sim \\frac{2}{3} n^3$.__" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 33, "slide_type": "subslide" }, "slideshow": { "slide_type": "skip" }, "tags": [ "hide-cell" ] }, "source": [ "```{toggle}\n", "Question Time! Q3.3\n", "```" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 39, "slide_type": "subslide" }, "slideshow": { "slide_type": "slide" } }, "source": [ "## Using the Echelon Form" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 39 }, "slideshow": { "slide_type": "-" } }, "source": [ "Returning to the fundamental questions about a linear system:\n", "* consistency and \n", "* uniqueness,\n", "\n", "we've discussed how the echelon form exposes consistency (by creating an equation $0 = k$ for some nonzero $k$). \n", "\n", "Now we can also discuss uniqueness." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 42 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "Let's assume that the augmented matrix of a system has been transformed into the equivalent reduced echelon form:\n", "\n", "$$\n", "\\left[\\begin{array}{rrrr}\n", "1&0&-5&1\\\\\n", "0&1&1&4\\\\\n", "0&0&0&0\n", "\\end{array}\\right]\n", "$$\n", "\n", "This system is consistent. Is the solution unique?" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 43 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "The associated system of equations is\n", "\n", "$$\n", "\\begin{array}{rrrrr}\n", "x_1 & & -5x_3 &=& 1\\\\\n", "&x_2 & +x_3 &=& 4\\\\\n", "&&0&=&0\\\\\n", "\\end{array}\n", "$$\n", "\n", "Variables $x_1$ and $x_2$ correspond to pivot columns. They are called __basic__ variables. The other variable $x_3$ is a __free__ variable." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 44 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "Whenever a system is consistent, the solution set can be described explicitly by solving the reduced system of equations for the basic variables in terms of the free variables.\n", "\n", "This operation is possible because the reduced echelon form places each basic variable in one and only one equation. " ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 44 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "In the example, solve the first and second equations for $x_1$ and $x_2$. Ignore the third equation; it offers no restriction on the variables." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 45 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "So the solution set is:\n", "\n", "$$\\begin{array}{rl}\n", "x_1 &= 1 + 5x_3\\\\\n", "x_2 &= 4 - x_3\\\\\n", "x_3 &\\mbox{is free}\n", "\\end{array}\n", "$$\n", "\n", "\"$x_3$ is free\" means you can choose any value for $x_3$. \n", "\n", "In other words, there are an inifinite set of solutions to this linear system. Each solution corresponds to one particular value of $x_3$. \n", "\n", "For instance, \n", "* when $x_3 = 0$, the solution is $(1,4,0)$; \n", "* when $x_3 = 1,$ the solution is $(6,3,1)$.\n" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 46 }, "slideshow": { "slide_type": "fragment" } }, "source": [ "These are _parametric_ descriptions of solutions sets. The free variables act as parameters. \n", "\n", "So: solving a system amounts to either:\n", "\n", "* finding a parametric description of the solution set, or\n", "* determining that the solution set is empty." ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 46 }, "slideshow": { "slide_type": "slide" } }, "source": [ "## Geometric Interpretation" ] }, { "cell_type": "markdown", "metadata": { "hide_input": true, "internals": { "frag_helper": "fragment_end", "frag_number": 46 }, "slideshow": { "slide_type": "-" } }, "source": [ "\n", "$$\n", "\\left[\\begin{array}{rrrr}\n", "1&0&-5&1\\\\\n", "0&1&1&4\\\\\n", "0&0&0&0\n", "\\end{array}\\right]\n", "$$" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "hide_input": true, "internals": { "frag_helper": "fragment_end", "frag_number": 49 }, "slideshow": { "slide_type": "fragment" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 388, "width": 370 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = ut.three_d_figure((3, 1), fig_desc = 'Solution set when one variable is free.',\n", " xmin = -4, xmax = 4, ymin = 0, ymax = 8, zmin = -4, zmax = 4, \n", " figsize = (6, 6), qr = qr_setting)\n", "eq1 = [1, 0, -5, 1]\n", "eq2 = [0, 1, 1, 4]\n", "fig.plotLinEqn(eq1, 'Brown')\n", "fig.plotLinEqn(eq2, 'Green')\n", "fig.plotIntersection(eq1, eq2, color='Blue')\n", "fig.set_title('Solution set when one variable is free.')\n", "fig.save()" ] }, { "cell_type": "markdown", "metadata": { "internals": { "frag_helper": "fragment_end", "frag_number": 49 }, "slideshow": { "slide_type": "-" } }, "source": [ "Since there is a row of zeros in the reduced echelon form matrix, there are only two equations (rather than three) that determine the solution set. The equations\n", "\n", "$$\\begin{array}{rl}\n", "x_1 &= 1 + 5x_3\\\\\n", "x_2 &= 4 - x_3\\\\\n", "x_3 &\\mbox{is free}\n", "\\end{array}\n", "$$\n", "therefore describe a __line__ in 3-space." ] } ], "metadata": { "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.10" } }, "nbformat": 4, "nbformat_minor": 1 }