{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "source": [ "# The Maximal Coverage Location Problem\n", "\n", "*Authors:* [Germano Barcelos](https://github.com/gegen07), [James Gaboardi](https://github.com/jGaboardi), [Levi J. Wolf](https://github.com/ljwolf), [Qunshan Zhao](https://github.com/qszhao)\n", "\n", "The objective of the LSCP is to minimize the number of candidate facility sites in a maximum service standard but therein arises another problem: the budget. Sometimes it requires many facility sites to achieve complete coverage, and there are circumstances when the resources are not available. Therefore, determining how much coverage can be achieved considering an exact number of facilities is highly beneficial. The MCLP class solves this problem: _Maximize the amount of demand covered within a maximal service distance or time standard by locating a fixed number of facilities_.\n", "\n", "**MCLP in math notation:**\n", "\n", "$\\begin{array} \\displaystyle \\textbf{Maximize} & \\displaystyle \\sum_{i \\in I}{a_iX_i} && (1) \\\\\n", "\\displaystyle \\textbf{Subject to:} & \\displaystyle \\sum_{j\\in N_i}{Y_j \\geq X_i} & \\forall i \\in I & (2) \\\\\n", " & \\displaystyle \\sum_{j \\in J}{Y_j = p} && (3) \\\\\n", " & X_i \\in \\{0,1\\} & \\forall i \\in I & (4) \\\\\n", " & Y_j \\in \\{0,1\\} & \\forall j \\in J & (5) \\\\ \\end{array}$\n", "\n", "$\\begin{array} \\displaystyle \\textbf{Where:}\\\\ & & \\displaystyle i & \\small = & \\textrm{index referencing nodes of the network as demand} \\\\\n", "& & j & \\small = & \\textrm{index referencing nodes of the network as potential facility sites} \\\\\n", "& & S & \\small = & \\textrm{maximal acceptable service distance or time standard} \\\\\n", "& & d_{ij} & \\small = & \\textrm{shortest distance or travel time between nodes } i \\textrm{ and } j \\\\\n", "& & N_i & \\small = & \\{j | d_{ij} < S\\} \\\\\n", "& & p & \\small = & \\textrm{number of facilities to be located} \\\\\n", "& & Y_j & \\small = & \\begin{cases} \n", " 1, \\text{if a facility is located at node } j \\\\\n", " 0, \\text{otherwise} \\\\\n", " \\end{cases} \\\\\n", "& & X_i & \\small = & \\begin{cases} \n", " 1, \\textrm{if demand } i \\textrm{ is covered within a service standard} \\\\\n", " 0, \\textrm{otherwise} \\\\\n", " \\end{cases}\\end{array}$\n", " \n", "_This excerpt above is adapted from Church and Murray (2018)._\n", "\n", "This tutorial generates synthetic demand (clients) and facility sites near a 10x10 lattice representing a gridded urban core. Three MCLP instances are solved while varying parameters:\n", "\n", "* `MCLP.from_cost_matrix()` with network distance as the metric\n", "* `MCLP.from_geodataframe()` with euclidean distance as the metric\n", "* `MCLP.from_geodataframe()` with predefined facility locations and euclidean distance as the metric" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:39.921691Z", "start_time": "2023-01-10T18:22:39.877034Z" }, "execution": { "iopub.execute_input": "2023-12-10T18:59:58.693903Z", "iopub.status.busy": "2023-12-10T18:59:58.693354Z", "iopub.status.idle": "2023-12-10T18:59:58.723980Z", "shell.execute_reply": "2023-12-10T18:59:58.723230Z", "shell.execute_reply.started": "2023-12-10T18:59:58.693877Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: 2023-12-10T13:59:58.711920-05:00\n", "\n", "Python implementation: CPython\n", "Python version : 3.12.0\n", "IPython version : 8.18.0\n", "\n", "Compiler : Clang 15.0.7 \n", "OS : Darwin\n", "Release : 23.1.0\n", "Machine : x86_64\n", "Processor : i386\n", "CPU cores : 8\n", "Architecture: 64bit\n", "\n" ] } ], "source": [ "%config InlineBackend.figure_format = \"retina\"\n", "%load_ext watermark\n", "%watermark" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:42.552523Z", "start_time": "2023-01-10T18:22:39.926969Z" }, "execution": { "iopub.execute_input": "2023-12-10T18:59:58.726936Z", "iopub.status.busy": "2023-12-10T18:59:58.726625Z", "iopub.status.idle": "2023-12-10T19:00:00.926878Z", "shell.execute_reply": "2023-12-10T19:00:00.926061Z", "shell.execute_reply.started": "2023-12-10T18:59:58.726912Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Watermark: 2.4.3\n", "\n", "numpy : 1.26.2\n", "geopandas : 0.14.1\n", "pulp : 2.7.0\n", "shapely : 2.0.2\n", "spopt : 0.5.1.dev53+g5cadae7\n", "matplotlib: 3.8.2\n", "spaghetti : 1.7.4\n", "\n" ] } ], "source": [ "import geopandas\n", "import matplotlib.pyplot as plt\n", "from matplotlib.patches import Patch\n", "import matplotlib.lines as mlines\n", "import numpy\n", "import pulp\n", "import shapely\n", "import spopt\n", "from spopt.locate import MCLP, simulated_geo_points \n", "\n", "import warnings\n", "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " # ignore deprecation warning - GH pysal/spaghetti#649\n", " import spaghetti\n", "\n", "%watermark -w\n", "%watermark -iv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since the model needs a cost matrix (distance, time, etc.) we should define some variables. First we will assign some the number of clients and facility locations, then the maximum service radius, followed by random seeds in order to reproduce the results. Finally, the solver, assigned below as `pulp.COIN_CMD`, is an interface to optimization solver developed by [COIN-OR](https://github.com/coin-or/Cbc). If you want to use another optimization interface, such as Gurobi or CPLEX, see this [guide](https://coin-or.github.io/pulp/guides/how_to_configure_solvers.html) that explains how to achieve this." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:42.560576Z", "start_time": "2023-01-10T18:22:42.555595Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:00.928935Z", "iopub.status.busy": "2023-12-10T19:00:00.928128Z", "iopub.status.idle": "2023-12-10T19:00:00.932641Z", "shell.execute_reply": "2023-12-10T19:00:00.932071Z", "shell.execute_reply.started": "2023-12-10T19:00:00.928904Z" } }, "outputs": [], "source": [ "# quantity demand points\n", "CLIENT_COUNT = 100\n", "\n", "# quantity supply points\n", "FACILITY_COUNT = 10\n", "\n", "# maximum service radius (in distance units)\n", "SERVICE_RADIUS = 4\n", "\n", "# number of candidate facilities in optimal solution\n", "P_FACILITIES = 4\n", "\n", "# random seeds for reproducibility\n", "CLIENT_SEED = 5\n", "FACILITY_SEED = 6\n", "\n", "# set the solver\n", "solver = pulp.COIN_CMD(msg=False, warmStart=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Lattice 10x10\n", "\n", "Create a 10x10 lattice with 9 interior lines, both vertical and horizontal." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:42.606654Z", "start_time": "2023-01-10T18:22:42.565609Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:00.933568Z", "iopub.status.busy": "2023-12-10T19:00:00.933398Z", "iopub.status.idle": "2023-12-10T19:00:00.963914Z", "shell.execute_reply": "2023-12-10T19:00:00.963122Z", "shell.execute_reply.started": "2023-12-10T19:00:00.933551Z" } }, "outputs": [], "source": [ "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " # ignore deprecation warning - GH pysal/libpysal#468\n", " lattice = spaghetti.regular_lattice((0, 0, 10, 10), 9, exterior=True)\n", "ntw = spaghetti.Network(in_data=lattice)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Transform the `spaghetti` instance into a geodataframe." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:42.762685Z", "start_time": "2023-01-10T18:22:42.609028Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:00.965472Z", "iopub.status.busy": "2023-12-10T19:00:00.965121Z", "iopub.status.idle": "2023-12-10T19:00:01.044285Z", "shell.execute_reply": "2023-12-10T19:00:01.043373Z", "shell.execute_reply.started": "2023-12-10T19:00:00.965451Z" } }, "outputs": [], "source": [ "streets = spaghetti.element_as_gdf(ntw, arcs=True)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:42.799074Z", "start_time": "2023-01-10T18:22:42.765041Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:01.045722Z", "iopub.status.busy": "2023-12-10T19:00:01.045331Z", "iopub.status.idle": "2023-12-10T19:00:01.070681Z", "shell.execute_reply": "2023-12-10T19:00:01.069855Z", "shell.execute_reply.started": "2023-12-10T19:00:01.045702Z" } }, "outputs": [], "source": [ "streets_buffered = geopandas.GeoDataFrame(\n", " geopandas.GeoSeries(streets[\"geometry\"].buffer(0.5).unary_union),\n", " crs=streets.crs,\n", " columns=[\"geometry\"],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting the network created by `spaghetti` we can verify that it mimics a district with quarters and streets." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.008488Z", "start_time": "2023-01-10T18:22:42.800670Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:01.074763Z", "iopub.status.busy": "2023-12-10T19:00:01.074482Z", "iopub.status.idle": "2023-12-10T19:00:01.263009Z", "shell.execute_reply": "2023-12-10T19:00:01.262272Z", "shell.execute_reply.started": "2023-12-10T19:00:01.074746Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 413, "width": 416 } }, "output_type": "display_data" } ], "source": [ "streets.plot();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulate points in a network\n", "\n", "The `simulated_geo_points` function simulates points near a network. In this case, it uses the 10x10 lattice network created using the `spaghetti` package. Below we use the function defined above and simulate the points near the lattice edges." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.026851Z", "start_time": "2023-01-10T18:22:43.011584Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:01.264648Z", "iopub.status.busy": "2023-12-10T19:00:01.264135Z", "iopub.status.idle": "2023-12-10T19:00:01.278846Z", "shell.execute_reply": "2023-12-10T19:00:01.278105Z", "shell.execute_reply.started": "2023-12-10T19:00:01.264619Z" } }, "outputs": [], "source": [ "client_points = simulated_geo_points(\n", " streets_buffered, needed=CLIENT_COUNT, seed=CLIENT_SEED\n", ")\n", "facility_points = simulated_geo_points(\n", " streets_buffered, needed=FACILITY_COUNT, seed=FACILITY_SEED\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting the 100 client and 10 facility points we can see that the function generates dummy points to an area of 10x10, which is the area created by our lattice created on previous cells." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.591227Z", "start_time": "2023-01-10T18:22:43.029813Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:01.280532Z", "iopub.status.busy": "2023-12-10T19:00:01.280016Z", "iopub.status.idle": "2023-12-10T19:00:01.802496Z", "shell.execute_reply": "2023-12-10T19:00:01.801861Z", "shell.execute_reply.started": "2023-12-10T19:00:01.280507Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 501, "width": 802 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 6))\n", "streets.plot(ax=ax, alpha=0.8, zorder=1, label=\"streets\")\n", "facility_points.plot(\n", " ax=ax, color=\"red\", zorder=2, label=f\"facility candidate sites ($n$={FACILITY_COUNT})\"\n", ")\n", "client_points.plot(ax=ax, color=\"black\", label=f\"clients sites ($n$={CLIENT_COUNT})\")\n", "plt.legend(loc=\"upper left\", bbox_to_anchor=(1.05, 1));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For each client point the model supposes that there is a weight. So, we assign some random integers using `numpy` to simulate these weights. We will simulate weights in a range from a minimum of 1 and a maximum of 12." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.601872Z", "start_time": "2023-01-10T18:22:43.596168Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:01.803656Z", "iopub.status.busy": "2023-12-10T19:00:01.803448Z", "iopub.status.idle": "2023-12-10T19:00:01.809873Z", "shell.execute_reply": "2023-12-10T19:00:01.809151Z", "shell.execute_reply.started": "2023-12-10T19:00:01.803638Z" } }, "outputs": [ { "data": { "text/plain": [ "array([ 6, 1, 4, 4, 8, 10, 4, 6, 3, 5, 8, 7, 9, 9, 11, 2, 7,\n", " 8, 8, 9, 2, 6, 10, 9, 10, 5, 4, 1, 4, 6, 1, 3, 4, 9,\n", " 2, 4, 4, 4, 8, 1, 2, 10, 10, 1, 11, 5, 8, 4, 3, 8, 3,\n", " 1, 1, 5, 6, 6, 7, 9, 5, 2, 5, 10, 11, 11, 9, 2, 2, 8,\n", " 10, 10, 4, 7, 8, 3, 1, 4, 6, 10, 11, 5, 5, 7, 5, 5, 4,\n", " 5, 5, 9, 5, 4, 11, 8, 6, 6, 1, 2, 6, 10, 4, 1])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "numpy.random.seed(0)\n", "ai = numpy.random.randint(1, 12, CLIENT_COUNT)\n", "ai" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What's total the value of \"weighted\" clients?" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.610416Z", "start_time": "2023-01-10T18:22:43.604999Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:01.811395Z", "iopub.status.busy": "2023-12-10T19:00:01.810929Z", "iopub.status.idle": "2023-12-10T19:00:01.817174Z", "shell.execute_reply": "2023-12-10T19:00:01.816343Z", "shell.execute_reply.started": "2023-12-10T19:00:01.811367Z" } }, "outputs": [ { "data": { "text/plain": [ "579" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "client_points[\"weights\"] = ai\n", "client_points[\"weights\"].sum()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.935334Z", "start_time": "2023-01-10T18:22:43.612780Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:01.818809Z", "iopub.status.busy": "2023-12-10T19:00:01.818237Z", "iopub.status.idle": "2023-12-10T19:00:02.123363Z", "shell.execute_reply": "2023-12-10T19:00:02.122480Z", "shell.execute_reply.started": "2023-12-10T19:00:01.818786Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 501, "width": 729 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 6))\n", "streets.plot(ax=ax, alpha=0.8, zorder=1, label=\"streets\")\n", "client_points.plot(\n", " ax=ax,\n", " color=\"black\",\n", " label=f\"clients sized weight\\n\\t$\\\\sum$={client_points['weights'].sum()}\",\n", " markersize=ai*2\n", ")\n", "plt.legend(loc=\"upper left\", bbox_to_anchor=(1.05, 1));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Assign simulated points network locations\n", "\n", "The simulated client and facility points do not adhere to network space. Calculating distances between them without restricting movement to the network results in a euclidean distances,'as the crow flies.' While this is acceptable for some applications, for others it is more realistic to consider network traversal (e.g. Does a mail carrier follow roads to deliver letters or fly from mailbox to mailbox?).\n", "\n", "In our first example we will consider distance along the 10x10 lattice network created above. Therefore, we must first snap the observation points to the network prior to calculating a cost matrix." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.023028Z", "start_time": "2023-01-10T18:22:43.938242Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.124721Z", "iopub.status.busy": "2023-12-10T19:00:02.124391Z", "iopub.status.idle": "2023-12-10T19:00:02.217122Z", "shell.execute_reply": "2023-12-10T19:00:02.216316Z", "shell.execute_reply.started": "2023-12-10T19:00:02.124696Z" } }, "outputs": [], "source": [ "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " # ignore deprecation warning - GH pysal/libpysal#468\n", " ntw.snapobservations(client_points, \"clients\", attribute=True)\n", "clients_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"clients\", snapped=True)\n", "clients_snapped.drop(columns=[\"id\", \"comp_label\"], inplace=True)\n", "\n", "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " # ignore deprecation warning - GH pysal/libpysal#468\n", " ntw.snapobservations(facility_points, \"facilities\", attribute=True)\n", "facilities_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"facilities\", snapped=True)\n", "facilities_snapped.drop(columns=[\"id\", \"comp_label\"], inplace=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now the plot seems more organized as the points occupy network space. The network is plotted below with the network locations of the facility points and clients points." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.497629Z", "start_time": "2023-01-10T18:22:44.025739Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.218283Z", "iopub.status.busy": "2023-12-10T19:00:02.218026Z", "iopub.status.idle": "2023-12-10T19:00:02.592959Z", "shell.execute_reply": "2023-12-10T19:00:02.592298Z", "shell.execute_reply.started": "2023-12-10T19:00:02.218266Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 505, "width": 798 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 6))\n", "streets.plot(ax=ax, alpha=0.8, zorder=1, label=\"streets\")\n", "facilities_snapped.plot(\n", " ax=ax, color=\"red\", zorder=2, label=f\"facility candidate sites ($n$={FACILITY_COUNT})\"\n", ")\n", "clients_snapped.plot(ax=ax, color=\"black\", label=f\"clients sites ($n$={CLIENT_COUNT})\")\n", "plt.legend(loc=\"upper left\", bbox_to_anchor=(1.05, 1));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculating the (network distance) cost matrix\n", "Calculate the network distance between clients and facilities." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.567840Z", "start_time": "2023-01-10T18:22:44.500890Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.594082Z", "iopub.status.busy": "2023-12-10T19:00:02.593801Z", "iopub.status.idle": "2023-12-10T19:00:02.639089Z", "shell.execute_reply": "2023-12-10T19:00:02.638496Z", "shell.execute_reply.started": "2023-12-10T19:00:02.594041Z" } }, "outputs": [ { "data": { "text/plain": [ "(100, 10)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cost_matrix = ntw.allneighbordistances(\n", " sourcepattern=ntw.pointpatterns[\"clients\"],\n", " destpattern=ntw.pointpatterns[\"facilities\"],\n", ")\n", "cost_matrix.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The expected result here is a network distance between clients and facilities points, in our case a 2D 100x10 array." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.575251Z", "start_time": "2023-01-10T18:22:44.570960Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.640218Z", "iopub.status.busy": "2023-12-10T19:00:02.640002Z", "iopub.status.idle": "2023-12-10T19:00:02.645767Z", "shell.execute_reply": "2023-12-10T19:00:02.644868Z", "shell.execute_reply.started": "2023-12-10T19:00:02.640197Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[13.39951703, 15.61157572, 4.39383189, 8.40604635, 3.73034161,\n", " 3.4833522 , 6.2764559 , 5.52085069, 11.59649553, 7.51670161],\n", " [13.92618165, 16.13824034, 4.92049651, 8.93271097, 4.25700623,\n", " 4.01001682, 6.80312052, 4.99418607, 12.12316015, 8.04336623],\n", " [ 7.55064416, 9.76270285, 4.54495901, 2.55717348, 2.57689625,\n", " 2.36552068, 0.42758302, 5.36972356, 5.74762266, 6.33217127],\n", " [ 3.52405953, 5.73611822, 8.11317865, 3.87460688, 6.14511589,\n", " 6.3921053 , 3.5990016 , 6.19849608, 1.72103803, 4.35875589],\n", " [ 7.75652815, 7.09845387, 6.75084301, 4.76305747, 4.78278024,\n", " 7.02976965, 6.63346702, 12.03397254, 7.95350665, 12.99642024]])" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cost_matrix[:5,:]" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.582729Z", "start_time": "2023-01-10T18:22:44.578480Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.647112Z", "iopub.status.busy": "2023-12-10T19:00:02.646689Z", "iopub.status.idle": "2023-12-10T19:00:02.651982Z", "shell.execute_reply": "2023-12-10T19:00:02.651256Z", "shell.execute_reply.started": "2023-12-10T19:00:02.647090Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[ 4.82677859, 7.03883728, 6.8104596 , 4.16669209, 4.84239683,\n", " 5.08938625, 2.29628254, 4.89577702, 3.02375709, 4.06667068],\n", " [ 6.47650911, 8.6885678 , 5.47082397, 2.82705646, 3.5027612 ,\n", " 3.43965572, 0.95664692, 4.44385861, 4.67348761, 5.40630631],\n", " [10.9188216 , 13.13088029, 4.71841659, 5.92535092, 2.05492631,\n", " 1.00265676, 3.79576046, 5.19626599, 9.1158001 , 6.15871369],\n", " [ 3.17082521, 5.3828839 , 8.46641298, 1.82264547, 6.49835021,\n", " 6.74533963, 3.95223592, 7.74954251, 3.36780371, 8.4107173 ],\n", " [10.03753584, 6.81744618, 7.0318507 , 7.04406516, 7.06378793,\n", " 9.31077734, 8.91447471, 14.31498023, 10.23451434, 15.27742793]])" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cost_matrix[-5:,:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With ``MCLP.from_cost_matrix`` we model the MCLP to cover as much demand as possible with $p$ facility points within `SERVICE_RADIUS` distance units using the network distance cost matrix calculated above." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.603833Z", "start_time": "2023-01-10T18:22:44.584919Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.653188Z", "iopub.status.busy": "2023-12-10T19:00:02.652933Z", "iopub.status.idle": "2023-12-10T19:00:02.672392Z", "shell.execute_reply": "2023-12-10T19:00:02.671710Z", "shell.execute_reply.started": "2023-12-10T19:00:02.653169Z" } }, "outputs": [], "source": [ "mclp_from_cm = MCLP.from_cost_matrix(\n", " cost_matrix,\n", " ai,\n", " SERVICE_RADIUS,\n", " p_facilities=P_FACILITIES,\n", " name=\"mclp-network-distance\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The expected result is a solved instance of `MCLP`." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.669163Z", "start_time": "2023-01-10T18:22:44.605435Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.673813Z", "iopub.status.busy": "2023-12-10T19:00:02.673479Z", "iopub.status.idle": "2023-12-10T19:00:02.736185Z", "shell.execute_reply": "2023-12-10T19:00:02.735470Z", "shell.execute_reply.started": "2023-12-10T19:00:02.673793Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mclp_from_cm = mclp_from_cm.solve(solver)\n", "mclp_from_cm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "How much coverage is observed?" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.676851Z", "start_time": "2023-01-10T18:22:44.672806Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.738029Z", "iopub.status.busy": "2023-12-10T19:00:02.737587Z", "iopub.status.idle": "2023-12-10T19:00:02.741926Z", "shell.execute_reply": "2023-12-10T19:00:02.741119Z", "shell.execute_reply.started": "2023-12-10T19:00:02.738001Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "72.0% coverage is observed\n" ] } ], "source": [ "print(f\"{mclp_from_cm.perc_cov}% coverage is observed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Define the decision variable names used for mapping later." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.692055Z", "start_time": "2023-01-10T18:22:44.679242Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.743419Z", "iopub.status.busy": "2023-12-10T19:00:02.742945Z", "iopub.status.idle": "2023-12-10T19:00:02.757039Z", "shell.execute_reply": "2023-12-10T19:00:02.756365Z", "shell.execute_reply.started": "2023-12-10T19:00:02.743377Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometrydv
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" ], "text/plain": [ " geometry dv\n", "0 POINT (9.32146 3.15178) y0\n", "1 POINT (8.53352 -0.04134) y1\n", "2 POINT (0.68422 6.04557) y2\n", "3 POINT (5.32799 4.10688) y3\n", "4 POINT (3.18949 6.34771) y4\n", "5 POINT (4.31956 7.59470) y5\n", "6 POINT (5.19840 5.86744) y6\n", "7 POINT (6.59891 10.39247) y7\n", "8 POINT (8.51844 4.04521) y8\n", "9 POINT (9.13894 8.56135) y9" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "facility_points[\"dv\"] = mclp_from_cm.fac_vars\n", "facility_points[\"dv\"] = facility_points[\"dv\"].map(\n", " lambda x: x.name.replace(\"_\", \"\").replace(\"x\", \"y\")\n", ")\n", "facilities_snapped[\"dv\"] = facility_points[\"dv\"]\n", "facility_points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculating euclidean distance from a `GeoDataFrame`\n", "\n", "With ``MCLP.from_geodataframe`` we model the MCLP to cover as much demand as possible with $p$ facility points within `SERVICE_RADIUS` distance units using geodataframes to calculate a euclidean distance cost matrix.\n", "\n", "Next we will solve the MCLP considering all 10 candidate locations for potential selection." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.715149Z", "start_time": "2023-01-10T18:22:44.693674Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.762727Z", "iopub.status.busy": "2023-12-10T19:00:02.762425Z", "iopub.status.idle": "2023-12-10T19:00:02.786890Z", "shell.execute_reply": "2023-12-10T19:00:02.786335Z", "shell.execute_reply.started": "2023-12-10T19:00:02.762708Z" } }, "outputs": [], "source": [ "distance_metric = \"euclidean\"\n", "clients_snapped[\"weights\"] = client_points[\"weights\"]\n", "mclp_from_gdf = MCLP.from_geodataframe(\n", " clients_snapped,\n", " facilities_snapped,\n", " \"geometry\",\n", " \"geometry\",\n", " \"weights\",\n", " SERVICE_RADIUS,\n", " p_facilities=P_FACILITIES,\n", " distance_metric=distance_metric,\n", " name=f\"mclp-{distance_metric}-distance\"\n", ")" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.761168Z", "start_time": "2023-01-10T18:22:44.717691Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.788412Z", "iopub.status.busy": "2023-12-10T19:00:02.788074Z", "iopub.status.idle": "2023-12-10T19:00:02.837488Z", "shell.execute_reply": "2023-12-10T19:00:02.836736Z", "shell.execute_reply.started": "2023-12-10T19:00:02.788392Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "87.0% coverage is observed\n" ] } ], "source": [ "mclp_from_gdf = mclp_from_gdf.solve(solver)\n", "print(f\"{mclp_from_gdf.perc_cov}% coverage is observed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, in many real world applications there may already be existing facility locations with the goal being to add one or more new facilities. Here we will define facilites $y_0$, $y_1$, and $y_3$ as already existing (they must be present in the model solution). This will lead to a sub-optimal solution.\n", "\n", "***Important:*** The facilities in `\"predefined_loc\"` are a binary array where `1` means the associated location must appear in the solution." ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.777432Z", "start_time": "2023-01-10T18:22:44.763966Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.839382Z", "iopub.status.busy": "2023-12-10T19:00:02.838814Z", "iopub.status.idle": "2023-12-10T19:00:02.851999Z", "shell.execute_reply": "2023-12-10T19:00:02.850852Z", "shell.execute_reply.started": "2023-12-10T19:00:02.839346Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " geometry dv predefined_loc\n", "0 POINT (9.32146 3.15178) y0 1\n", "1 POINT (8.53352 -0.04134) y1 1\n", "2 POINT (0.68422 6.04557) y2 0\n", "3 POINT (5.32799 4.10688) y3 1\n", "4 POINT (3.18949 6.34771) y4 0\n", "5 POINT (4.31956 7.59470) y5 0\n", "6 POINT (5.19840 5.86744) y6 0\n", "7 POINT (6.59891 10.39247) y7 0\n", "8 POINT (8.51844 4.04521) y8 0\n", "9 POINT (9.13894 8.56135) y9 0" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "facility_points[\"predefined_loc\"] = 0\n", "facility_points.loc[(0, 1, 3), \"predefined_loc\"] = 1\n", "facilities_snapped[\"predefined_loc\"] = facility_points[\"predefined_loc\"]\n", "facility_points" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.803076Z", "start_time": "2023-01-10T18:22:44.779394Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.854169Z", "iopub.status.busy": "2023-12-10T19:00:02.853672Z", "iopub.status.idle": "2023-12-10T19:00:02.884405Z", "shell.execute_reply": "2023-12-10T19:00:02.883359Z", "shell.execute_reply.started": "2023-12-10T19:00:02.854135Z" } }, "outputs": [], "source": [ "mclp_from_gdf_pre = MCLP.from_geodataframe(\n", " clients_snapped,\n", " facilities_snapped,\n", " \"geometry\",\n", " \"geometry\",\n", " \"weights\",\n", " SERVICE_RADIUS,\n", " p_facilities=P_FACILITIES,\n", " predefined_facility_col=\"predefined_loc\",\n", " distance_metric=distance_metric,\n", " name=f\"mclp-{distance_metric}-distance-predefined\"\n", ")" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.855263Z", "start_time": "2023-01-10T18:22:44.805538Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.886456Z", "iopub.status.busy": "2023-12-10T19:00:02.885670Z", "iopub.status.idle": "2023-12-10T19:00:02.940027Z", "shell.execute_reply": "2023-12-10T19:00:02.939186Z", "shell.execute_reply.started": "2023-12-10T19:00:02.886424Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "70.0% coverage is observed\n" ] } ], "source": [ "mclp_from_gdf_pre = mclp_from_gdf_pre.solve(solver)\n", "print(f\"{mclp_from_gdf_pre.perc_cov}% coverage is observed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting the results\n", "\n", "The two cells below describe the plotting of the results. For each method from the `MCLP` class (`.from_cost_matrix()`, `.from_geodataframe()`) there is a plot displaying the facility site that was selected with a star colored and the points covered with the same color. Demand points covered by more than one facility are displayed in overlapping concentric circles." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.865616Z", "start_time": "2023-01-10T18:22:44.859115Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.941621Z", "iopub.status.busy": "2023-12-10T19:00:02.941133Z", "iopub.status.idle": "2023-12-10T19:00:02.948802Z", "shell.execute_reply": "2023-12-10T19:00:02.948236Z", "shell.execute_reply.started": "2023-12-10T19:00:02.941591Z" } }, "outputs": [ { "data": { "text/plain": [ "{'y0': 'darkcyan',\n", " 'y1': 'mediumseagreen',\n", " 'y2': 'saddlebrown',\n", " 'y3': 'darkslategray',\n", " 'y4': 'lightskyblue',\n", " 'y5': 'thistle',\n", " 'y6': 'lavender',\n", " 'y7': 'darkgoldenrod',\n", " 'y8': 'peachpuff',\n", " 'y9': 'coral',\n", " 'y10': 'mediumvioletred',\n", " 'y11': 'blueviolet',\n", " 'y12': 'fuchsia',\n", " 'y13': 'cyan',\n", " 'y14': 'limegreen',\n", " 'y15': 'mediumorchid'}" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dv_colors_arr = [\n", " \"darkcyan\",\n", " \"mediumseagreen\",\n", " \"saddlebrown\",\n", " \"darkslategray\",\n", " \"lightskyblue\",\n", " \"thistle\",\n", " \"lavender\",\n", " \"darkgoldenrod\",\n", " \"peachpuff\",\n", " \"coral\",\n", " \"mediumvioletred\",\n", " \"blueviolet\",\n", " \"fuchsia\",\n", " \"cyan\",\n", " \"limegreen\",\n", " \"mediumorchid\",\n", "]\n", "dv_colors = {f\"y{i}\": dv_colors_arr[i] for i in range(len(dv_colors_arr))}\n", "dv_colors" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.886139Z", "start_time": "2023-01-10T18:22:44.873607Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.949799Z", "iopub.status.busy": "2023-12-10T19:00:02.949619Z", "iopub.status.idle": "2023-12-10T19:00:02.961158Z", "shell.execute_reply": "2023-12-10T19:00:02.959994Z", "shell.execute_reply.started": "2023-12-10T19:00:02.949782Z" } }, "outputs": [], "source": [ "def plot_results(model, p, facs, clis=None, ax=None):\n", " \"\"\"Visualize optimal solution sets and context.\"\"\"\n", " if not ax:\n", " multi_plot = False\n", " fig, ax = plt.subplots(figsize=(6, 6))\n", " markersize, markersize_factor = 4, 4\n", " else:\n", " ax.axis(\"off\")\n", " multi_plot = True\n", " markersize, markersize_factor = 2, 2\n", " ax.set_title(model.name, fontsize=15)\n", "\n", " # extract facility-client relationships for plotting (except for p-dispersion)\n", " plot_clis = isinstance(clis, geopandas.GeoDataFrame)\n", " if plot_clis:\n", " cli_points = {}\n", " fac_sites = {}\n", " for i, dv in enumerate(model.fac_vars):\n", " if dv.varValue:\n", " dv, predef = facs.loc[i, [\"dv\", \"predefined_loc\"]]\n", " fac_sites[dv] = [i, predef]\n", " if plot_clis:\n", " geom = clis.iloc[model.fac2cli[i]][\"geometry\"]\n", " cli_points[dv] = geom\n", " \n", " # study area and legend entries initialization\n", " streets.plot(ax=ax, alpha=1, color=\"black\", zorder=1)\n", " legend_elements = [mlines.Line2D([], [], color=\"black\", label=\"streets\")]\n", " \n", " if plot_clis:\n", " # any clients that not asscociated with a facility\n", " if model.name.startswith(\"mclp\"):\n", " c = \"k\"\n", " if model.n_cli_uncov:\n", " idx = [i for i, v in enumerate(model.cli2fac) if len(v) == 0]\n", " pnt_kws = dict(ax=ax, fc=c, ec=c, marker=\"s\", markersize=7, zorder=2)\n", " clis.iloc[idx].plot(**pnt_kws)\n", " _label = f\"Demand sites not covered ($n$={model.n_cli_uncov})\"\n", " _mkws = dict(marker=\"s\", markerfacecolor=c, markeredgecolor=c, linewidth=0)\n", " legend_elements.append(mlines.Line2D([], [], ms=3, label=_label, **_mkws))\n", "\n", " # all candidate facilities\n", " facs.plot(ax=ax, fc=\"brown\", marker=\"*\", markersize=80, zorder=8)\n", " _label = f\"Facility sites ($n$={len(model.fac_vars)})\"\n", " _mkws = dict(marker=\"*\", markerfacecolor=\"brown\", markeredgecolor=\"brown\")\n", " legend_elements.append(mlines.Line2D([], [], ms=7, lw=0, label=_label, **_mkws))\n", " \n", " # facility-(client) symbology and legend entries\n", " zorder = 4\n", " for fname, (fac, predef) in fac_sites.items():\n", " cset = dv_colors[fname]\n", " if plot_clis:\n", " # clients\n", " geoms = cli_points[fname]\n", " gdf = geopandas.GeoDataFrame(geoms)\n", " gdf.plot(ax=ax, zorder=zorder, ec=\"k\", fc=cset, markersize=100 * markersize)\n", " _label = f\"Demand sites covered by {fname}\"\n", " _mkws = dict(markerfacecolor=cset, markeredgecolor=\"k\", ms=markersize + 7)\n", " legend_elements.append(\n", " mlines.Line2D([], [], marker=\"o\", lw=0, label=_label, **_mkws)\n", " )\n", " # facilities\n", " ec = \"k\"\n", " lw = 2\n", " predef_label = \"predefined\"\n", " if model.name.endswith(predef_label) and predef:\n", " ec = \"r\"\n", " lw = 3\n", " fname += f\" ({predef_label})\"\n", " facs.iloc[[fac]].plot(\n", " ax=ax, marker=\"*\", markersize=1000, zorder=9, fc=cset, ec=ec, lw=lw\n", " )\n", " _mkws = dict(markerfacecolor=cset, markeredgecolor=ec, markeredgewidth=lw)\n", " legend_elements.append(\n", " mlines.Line2D([], [], marker=\"*\", ms=20, lw=0, label=fname, **_mkws)\n", " )\n", " # increment zorder up and markersize down for stacked client symbology\n", " zorder += 1\n", " if plot_clis:\n", " markersize -= markersize_factor / p\n", " \n", " if not multi_plot:\n", " # legend\n", " kws = dict(loc=\"upper left\", bbox_to_anchor=(1.05, 0.7))\n", " plt.legend(handles=legend_elements, **kws)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MCLP built from cost matrix (network distance)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:45.650961Z", "start_time": "2023-01-10T18:22:44.888623Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:02.962768Z", "iopub.status.busy": "2023-12-10T19:00:02.962443Z", "iopub.status.idle": "2023-12-10T19:00:03.837148Z", "shell.execute_reply": "2023-12-10T19:00:03.836524Z", "shell.execute_reply.started": "2023-12-10T19:00:02.962746Z" } }, "outputs": [ { "data": { "image/png": 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KysoEb29vnf0OHDjQ4j4jR47UaT9gwADh6tWrBt8/ff8P1Gp1k7mDVqxY0Wp/dXV1Tc6v+Ph4g+MhIiIiIiIiyyAFEVE38//+3//DuHHjWmzz/PPPw97eXlyvL9GWkJAADw+PFvddvHixzvp3333XbLuLFy/qlA2TyWTYuXMnBg8e3GL/jd15550Gt22r6dOn47nnnmuxjaurK7Zt2waptOHfxY4dO3RKI5mSn58fNm/eDLm85eqir776KqytrcX177//Xm9bQRDwz3/+U1yXy+X46quvcPfdd7caz8iRI3X2zcrKwu7du1vdrz3GjBkDhUIhrqekpDTbThAEHDhwQFyfOXMmhg0b1up+mZmZOiUE9ZVq02g0WLt2rc621atXt1oGKzAwEBs2bNDZtmnTJp3yeq0JDAzE+vXr9Zapa4+1a9di+vTpqKioAKAtz7d582asWbPGqMe53ffffy+WYAOAu+66C5s3b9Z5bd1OJpNhy5Ytrb4ntVdxcTEqKyvF9SlTpuicc63p1auXKcISubq6wtbW1uD2EokE77//Ptzc3MRtn3zySZuPu3jx4lbLUjo6Ojb5X9DS+05KSgqOHDkirtvb2yMpKQk+Pj4Gx6Xv/8EXX3whlnYEgEcffRTLly9vtT+5XI74+Hidx+vtt982OB4iIiIiIiKyDEzyEFG3Ymtri7i4uFbb9erVC+Hh4TrbRo0ahVGjRrW676hRo3Qubp4+fbrZdhs3btSZU+LJJ59sckxzapysaMmwYcMwffp0cb2urg6ffvqpiaLS9fLLLxt0IblPnz4YOXKkuJ6fn4/CwsJm2x48eFDngugTTzyBP/3pTwbH9Oyzz8LGxkZcr5+7w9huP0cPHz6sc0G+3i+//KJzXyMiIvDggw+K67fPOVTv9uSPviTPTz/9hCtXrojrXl5eeOaZZwy6D4888ghCQkLE9Vu3buHLL780aF8A+Nvf/qaTvOsIlUqFv/71r3jppZfE16WTkxP279+Pp556yijHaElCQoLO+uLFiw1KYDg4OODvf/+7qcLSoe8105XY2trqzI2TlpbWpjnOevXqhZdfftmgtrcngk6dOqW37f/+9z+d9Zdffhl+fn4Gx9WS9evXi8sSiQSrV682eF97e3vExsaK62fPnsXVq1eNEhcRERERERF1DiZ5iKhbGTFiBJycnAxq6+/vr7M+ceJEg/aTSqXiBOkA8Pvvvzfb7vYRPgsWLDCo/84QHByM4OBgg9s//vjjOuuHDh0ydkjNioyMNLhtYGCgzrq+C9a3JzdmzpzZpphsbW1x3333ies///xzm/Zvi8bJmtraWvz4449N2jRO4gwcOBCenp46+6WlpeHWrVst7ieTyTB27NhmY7j9uX7sscdaHH1yu+jo6Bb7a8m0adMMbtuSsrIyREZG6ows8vX1xdGjR1sd9Wcsje+3RCJp03n3+OOPm2SUkYuLC1xcXMT1xMREk57PxlRTU4OioiLk5OTg6tWrOn8ODg5iu/LycuTm5hrc74gRI9CnTx+D2vr4+Ogk6vS952g0Gvzwww862xonVjqisrISqamp4vrw4cPRr1+/NvVx+2u/q5wDREREREREpNVy/Rsioi7m9gv9Lendu7dR9m3uAnp5eTnOnj0rrtvZ2WH48OEG929qoaGhHWp//PjxJm2Ki4vFElitcXFx0SmX1xx7e3t4e3sbHKOzs7POellZWbPtbk8y9OnTp82/XHd0dBSXr169Co1G06bEh6EiIiKwZMkScT0lJQWTJ0/WadM4aVWf3BkxYgTs7e1RUVEBlUqFgwcP6iRM6urqdBJG9913n97kaHp6us564xFThri9fXPnTnO8vLzg6urapmM158qVK4iKikJmZqa4bdSoUfjyyy91EhytKS0tRWlpqUFtnZycdB7P0tJSZGdni+t+fn7o27evwcd2dXVFv3798Ouvvxq8jyEkEglmzZqF999/HwBQXV2NsWPHYsaMGZg1axYmTJjQ6uu0s6SlpWHnzp04evQozp07p/f13ZySkhLcddddBrUdOHBgm+JycnJCVVUVAP3vOefPnxdLggJA//794e7u3qbj6JOamoq6ujpx/Z577mnz+9ntI50an6tERERERERk+ZjkIaJu5fYL/S25fZ4XQ0cA3b6vSqVqcvvvv/8OQRDE9f79+0Mmkxncv6kFBAS0qb2XlxdsbGxQU1MDoPlfrC9cuBDx8fEG9ffxxx9jzpw5LbZpy3MJaOdWaazxhc/Grl+/rrMeFhbWpuPcTqPRoLS01OBf/7fFkCFD4OrqiqKiIgBNS6/V1NTo/Oq+PsljZWWFBx54AHv37hX3a5zkub30m75SbUDT57qt586AAQNa7E+fxvOEtNfNmzcRGhoqPn6Atjzfhx9+2Ka5ZwDtXD4rV640qO3y5cuxYsUKcf320X63jyI0REBAgNGTPACwYsUK7Nu3T7ywr1arsWPHDuzYsQMymQyDBw/GiBEjMGrUKIwePdpoyQlDZWRk4Nlnn8VPP/3U7j7akhDqyPuOvvecgoICnfVBgwa16Rgtuf39bPv27di+fXuH+rx582aH9iciIiIiIqLOxXJtRNStdGQ0hTFHYty4cUNnva0XDk2t8UgUQzUevVRbW9vs/DDGZIqRMUDT58YYysvLjd4noB1pMX78eHE9MzMTeXl54vrPP/8sJt4UCgXGjBkj3tbSvDyGzscDQGcEAtB0BFxr7OzsdJKihl5Ablxyq73Ky8t1EjxOTk5YtWpVmxM8HXX7Y9jR158x9e3bF0ePHsUjjzzS5Da1Wo0TJ07g/fffx6xZs+Dp6YmRI0fiww8/1JvQMKZDhw5h5MiRHUrwAE1HqrTEFO87pvx/0JXez4iIiIiIiMg0mOQhIuoEpphPoyOMEY+l3SdD1dbWGr3PxqO2jO32BEzjBE3j5fDwcJ35QRrvl5WVpVPCqfF+Dg4OLY5muv2+dfR578zzxs3NTafUYGlpKe6//35cvny502JojqW9dlxdXZGYmIizZ8/i73//O4KDg5uNURAEHD16FPPmzUNwcDDOnDljsphu3bqFRx99VCfh0Lt3b8TGxuKzzz7DqVOn8Pvvv6OyshJqtRqCIIh/y5cvN1lcxmDM57+rvZ8RERERERGR8THJQ0RkArfP9WFp5W/aUr6ouX2sra11EgoAsGXLFp0LrS39tVaqzZQaPzc2NjbQaDQGx63v7+677zZZvI1H5AC6o3IaL9/ebsCAATrzkNS3vXnzJk6cOCFuHzt2bJPShY3dXoauredOZWWlTknDzhzV1qtXLxw4cAATJkwQt+Xk5GDUqFE4depUm/pasWKFwedD41JtgOHzRbWkPfu0VVBQEN5880388ssvuHnzJvbv349ly5bh/vvvb3KOXLx4EePHj8eVK1dMEsuGDRt0ypyFhobi8uXL2LBhA2bNmoXBgwfDzc0Ntra2TUbfNDdPmjmZ8v/B7X2/8cYbHX4/27Jli9HiIyIiIiIiItNjkoeIyATuuOMOnV9rX7p0CWq12owR6bp06VKb2ufm5oplwQDjzJdiLnfccYe4XFNTg2vXrpkxmtZ5eXnpzGtz4MABCIKAwsJC/PLLL+L225M8gO5onvokz3fffadTvqqlUm1A0+e6refOxYsXW+zP1Ozt7bF37148/PDD4rbCwkKMHTtWZz4jU7r9PrdnJFFbH/eOcnJywkMPPYR//vOf+Omnn/D777/jrbfe0ikbd+PGDSxbtswkx9+zZ4+4LJFI8Omnn8LV1dWgffPz800SU3vdPo9RZmam0fpu/H4GdP55QkRERERERObHJA8RkQnY29vj3nvvFdcrKiqQnp5uxoh0paamtql9Wlqazvrw4cONGU6nGjlypM767fPVGJOxyjI1TuAUFRXh9OnTSElJEcsqubq6YvDgwU32a5zA+f7776HRaJrc39aSPCEhITrrR44caVPst7c3x7mjUCjw+eef4//+7//EbWVlZXjooYfw9ddfm/z4zs7O8PX1FdezsrLaNJdKUVGRyUbMGKpPnz5YuHAhvvnmG53z+quvvmrTnDeGapwICwwMxD333GPwvkePHjV6PB0RGBioMyLu4sWL+O2334zS94gRI3Sej8bvC0RERERERNQzMMlDRGQijUtEAcDGjRvNFElTGRkZOHv2rMHtP/30U531UaNGGTukTvPQQw/prG/evNlkx1IoFDrrSqWyXf3cnoj59ttvdebVmTBhQrMJpQkTJoilrEpKSnD8+HGd/e666y7079+/xWPf/lx/9tlnbbqov3Xr1hb76ywymQwffvghFi5cKG6rrq7G9OnTm5zfptD4fguCgO3btxu876effmoxF+5DQ0MRFBQkrpeXl6O4uLjZto3P/7ae+6WlpeJy49FDrfn+++8tbnSeRCLBuHHjxHVBELBp0yaj9O3q6oohQ4aI63l5edi3b59R+iYiIiIiIqKugUkeIiITWbBgAWQymbi+devWNo+gMaVXX33VoHYnTpzA7t27xXUrKys8/vjjJorK9CZNmqQzquLYsWP46KOPTHIsJycnnfXGc4y0xQMPPAArKytx/dtvv8WBAwfE9eZKtQFA3759MXToUHH9/fffR05Ojrje2igeABg9ejT69esnrl+/ft3ghOWXX36JY8eOieuOjo6YPn26QfuayltvvYU33nhDXK+rq8OTTz6J//73vyY9bnR0tM76mjVrUFVV1ep+5eXlWLNmjanCapfb5+e5PZlZr/H539Zzv/E8RpcvXzYosVhXV4dXXnmlTcfpLM8++6zO+r///W/8+uuvRun7ueee01lfuHAhKioqjNI3ERERERERWT4meYiITMTX1xdPPPGEuK5SqTBjxow2jaAxVkmf5uzevRv/+c9/WmxTVFSEJ598UucC66OPPoo777zTZHGZmlwuxz//+U+dbX/961/xxRdftLmvAwcOtHihNjAwUGe9vaXh7O3tMWLECHH94MGDyMvLE9f1JXkA3UTOJ598ovc2faRSKeLi4nS2LV68WCd505yLFy9iwYIFOtvmz58PR0fHVo9paq+88go2bNggjnISBAHPPvssXn/9dZMdc9y4cQgODhbXr127hvnz57eYvFCr1Zg7d67J5pg5ffo0vvzyyzbNF/bLL7/gzJkz4rq7u7vekTaNz/+cnJwm8zO1pHG5y+Li4lZH3KnVasTGxrZ6XprLAw88gNGjR4vrt27dwtSpU3H9+nWD+9D3/yA6Olpn3q7z58/jz3/+M0pKStoUY1FRUbveB4mIiIiIiMi8mOQhIjKhdevWwc/PT1zPy8vDyJEj8c9//lNviaPy8nJ89tlneOihh/DYY4+ZJK76X8k///zzePHFF5u9GHjgwAGMHDkSFy5cELf16dMHb7/9tkli6kyPP/64zvwstbW1eOSRR/DEE0/gxIkTevdTq9U4deoUVq5ciYEDByIiIqLF0lBjx47VWV+0aBHWrFmD1NRUZGVl4erVq+Jfawm9xomcxqW7Bg0aBA8PjzbvJ5FIMH78+BaPWe/ZZ59FaGiouF5eXo6IiAj897//bVKGS6VS4ZNPPsH999+PwsJCcbufnx+WL19u0PE6Q2xsLD799FOdEVLLli3D3/72N5OVRtu0aZOYWAK0ZdgiIyN15p+pd+HCBTz00EPYtWsXAN2RLcZy9epVPPzww/D19cXf//53HDlyBHV1dc22ValUSExMxEMPPaSTmIqJidHb/+3n/7Rp07BlyxacPn0aV65c0Tn/G5dnA4CZM2fqrD/33HNYv349amtrmxzn+PHjGDduHD7++GMA2hJmlighIQF9+/YV18+dO4dhw4Zh/fr1KC8vb3af+gTXiBEjsGTJkmbbyGQyJCYm6iRQDxw4gD/96U/43//+p7dvALh58yZ27NiBxx57DN7e3li/fn077x0RERERERGZi7z1JkRE1F5OTk7Ys2cPHnroIeTm5gIAKioqsHz5cqxcuRJ/+tOfcNddd8HBwQG3bt1CdnY2Ll68KP6yfsyYMSaJa+nSpVi/fj2uX7+OdevW4b///S/CwsLg6emJyspK/PLLLzplvQBtmbb4+PguPYqnsQ0bNqCkpARffvmluO3TTz/Fp59+CldXV9x7773o27cvpFIpbt26hfz8fJw/fx41NTUGH2P06NEICQlBeno6AO2v9xcvXtxs2zFjxuCHH37Q21dERAT+8Y9/NNne0igeABg5ciTs7OxQWVmps33o0KFwcXFp5R5oyeVyfPbZZxgzZow48uDWrVt49tln8corryA0NBQuLi4oKSlBenp6kwRmnz598Pnnn8PBwcGg43WWmTNnonfv3njkkUfE0mnvvvsuSktL8cEHH+iUWzSGsLAwvPHGGzoX6/fv34+AgAAMHjwYfn5+EAQBWVlZOqNlJk+eDBcXFyQkJBg1nno5OTl466238NZbb8Ha2hoDBw6Ep6cnnJycoFar8dtvv+HUqVMoKyvT2W/AgAHNnpP15s2bh7fffltMMly8eBFz585ttu3y5cuxYsUKcT0mJgbr16/HL7/8AkBbii0uLg4rVqxAaGgo+vbti7KyMmRkZODq1avifmPGjMGoUaPwr3/9q52Phun4+Pjgiy++wLRp08SkVlFREeLi4vDyyy9j6NCh8PT0RK9evVBaWopLly4hOztbTDq2NH/WoEGDsGvXLsyYMUN8nnJzc/HMM8/g+eefR3BwMO666y44OjqiqqpK7L/+/xIRERERERF1XUzyEBGZ2MCBA3H8+HE8+uij+Pnnn8XtGo0Gp0+fxunTpzs9JhcXF3zzzTd46KGHcP36ddTV1enEdjs7Ozt88skniIqK6sQoTcvKygq7du3CW2+9heXLl+skb4qKinTmvGmpDzs7uxbb7NixA5GRkTojotojJCQEffr0wc2bN3W2t5bksba2xpgxY/D111/rbDekVFtj/fr1Q2pqKqZOnaoz2unWrVtISUnRu5+/vz+SkpJavEBtThMnTkRKSgoiIyPFC+8ff/wxSktL8dlnn+mdb6a9Fi9eDI1Gg3/84x86I2L0vRc88MAD2L59O55//nmjxqFPbW2tQe9L4eHh+OKLL1o8/z08PLBjxw48/vjjTUbqtEYulyMpKQnjxo1Ddna2uL2kpAT79+9vdp8JEyZg165deOedd9p0rM40evRopKam4pFHHsG5c+fE7SqVqsOl5iZMmID09HQ89thjYmIZ0I5ANPR/jSlGjBEREREREZFpsVwbEVEnuPPOO/HTTz8hKSkJY8aMaTJx+e369euHl156CRs2bDBZTIGBgTh9+jTi4uJ0Sgg1plAoMHPmTJw/fx7Tpk0zWSzmIpFI8Pe//x1XrlzBkiVL4OPj0+o+Dg4OmDx5Mv7zn/+goKAAw4cPb7H9Pffcg9OnT2Pbtm149NFHERgYiN69e7d6DtxOKpVi3LhxOtsUCoXOPB/6NJcIamuSB9BetD927Bji4+Pxpz/9qcW2/v7+WL9+PTIyMiw2wVNv5MiR+PHHH3VGqX355ZeYPHmySSawf+WVV5CamooxY8ZAIpE028bPzw/vvPMOUlJSTDYC6sEHH8QXX3yBefPm6ZSV1EcikeD+++/HJ598gp9//hlubm6t7jNp0iRcvHgR//73vzF58mTcfffdsLe31ylbp89dd92FkydP4oUXXoCtra3edkOGDMHGjRvxzTffWMScT63p378/zpw5g4SEBISEhOg9B+oFBgZi2bJlTeYSa46fnx+OHTuGpKQkTJgwwaAkZWBgIJ5//nn8/PPPnJOHiIiIiIioC5IIpio8T0REepWXl+Pw4cPIy8vDjRs3oFar4ejoiLvuugvBwcG4++67jXq8LVu26JRJ+vjjjzFnzhxxvba2FocOHUJOTg5+//132Nvbw9vbG2PHju0SF02N6cqVKzh58iSKiopQUlICqVQKBwcHeHh4YMCAAfD39zd6Ga+uKi8vD6mpqfj9999RWloKBwcHuLm5Yfjw4bjnnnvMHV6XkJubK74XaDQaeHh4ICAgACEhIZ0ey40bN3Du3DlcuXIFN27cQFVVFRQKBRwdHeHn54fBgwfrTQibWmVlJY4cOYKLFy/i1q1b6N27N+68807ce++9BiWoLFlxcTGOHj2KgoIC3LhxAxKJBL1790a/fv1w7733wt3dvd1919TUIC0tDTk5Obhx4wYqKythZ2cHZ2dn+Pn5ITAw0GzPKRERERERERkHkzxERD1Aa0keIiIiIiIiIiIi6npYro2IiIiIiIiIiIiIiKgLYpKHiIiIiIiIiIiIiIioC2KSh4iIiIiIiIiIiIiIqAtikoeIiIiIiIiIiIiIiKgLYpKHiIiIiIiIiIiIiIioC2KSh4iIiIiIiIiIiIiIqAtikoeIiIiIiIiIiIiIiKgLkgiCIJg7CCIiIiIiIiIiIiIiImobjuQhIiIiIiIiIiIiIiLqgpjkISIiIiIiIiIiIiIi6oKY5CEiIiIiIiIiIiIiIuqCmOQhIiIiIiIiIiIiIiLqguTmDqArqKmpwdmzZwEArq6ukMv5sBEREREREZHpqFQqFBUVAQCCg4NhY2Nj5oiIiIiIyBIxW2GAs2fP4r777jN3GERERERERNQDHTt2DMOHDzd3GERERERkgViujYiIiIiIiIiIiIiIqAviSB4DuLq6isvHjh2Du7u7GaMhIiIisjxPPPEEfvrppybbx4wZg23btpkhIiKirq2goECsKNH4OykRERERUWNM8hig8Rw87u7u8PLyMmM0RERERJalpKQER44cafa2w4cPw87ODs7Ozp0cFRFR98F5YYmIiIhIH5ZrIyIiIqIO+eqrr6BSqZq9TaVSISkpqZMjIiIiIiIiIuoZmOQhIiIiog7ZtWtXh24nIiIiIiIiovZhkoeIiIiI2u3WrVv45ptvWmzzzTffoLy8vJMiIiIiIiIiIuo5mOQhIiIionZLTk5GbW1ti22USiWSk5M7KSIiIiIiIiKinoNJHiIiIiJqN0NLsbFkGxEREREREZHxMclDRERERO1SVVWFffv2GdT266+/RlVVlYkjIiIiIiIiIupZmOQhIiIionbZv39/s4kbW0XTtlVVVa3O3UNEREREREREbcMkDxERERG1S2JiYrPb502yblN7IiIiIiIiImofJnmIiIiIqM2USiX27t3bZPsdzhJMDJHDzUnS5La9e/dCqVR2RnhEREREREREPQKTPERERETUZikpKSgvL2+yfdQgGaRSCUYFyZrcduvWLRw4cKAzwiMiIiIiIiLqEZjkISIiIqI227VrV7Pbw4PkAIBRg+Rt2o+IiIiIiIiI2o5JHiIiIiJqk7q6OuzZs6fJ9r6OEgzw0n68HOAtRV/HpiXb9uzZg7q6OpPHSERERERERNQTMMlDRERERG1y8OBBlJSUNNkePlBbqg0ApFIJRg5sWrLt5s2b+OGHH0wdIhEREREREVGPwCQPEREREbWJvpJro4LkLa63tj8RERERERERtQ2TPERERERkMLVajd27dzfZ7mQHDLpb96Nl0N1S9LZr2seXX34JtVptogiJiIiIiIiIeg4meYiIiIjIYIcOHUJhYWGT7SMGyiGT6s7BI5NKMHJg09E8hYWFOHz4sMliJCIiIiIiIuopmOQhIiIiIoPpL9XWdP4dAAgf1Px2lmwjIiIiIiIi6jgmeYiIiIjIIBqNptnkjH0v4N57mk/m3HuPDPY2Tbfv2rULGo3G2CESERERERER9SjNz4ZLRERERHSbtLQ05OfnN9keFiiHXCZpZg/ASi5BWKAcB06pdLbn5eXh2LFjCAsLM0ms3V1hYSFOnDiBc+fOoaKiArW1tbC2toa9vT0GDRqEYcOGwc3NzdxhEhERERERkYkxyUNEREREBtFXYu1+PaXa6o0KkjVJ8tT3xySPYdRqNb7++mskJCQgNTUVubm5re7j5eWFsLAwxMTEYNKkSZDJWn6eiIiIiIiIqOthuTYiIiIiapUgCM0meWwVwBC/lpMHQ/1k6GXddPuuXbsgCIKxQuyWiouLsWrVKvj6+mLq1KlITEw0KMEDALm5uUhMTMSUKVPg6+uLVatWobi42MQRExERERERUWfiSB4iIiIiatWpU6dw9erVJtvv6y+Dtbz5Um31rK0kuG+ADD/+otbZfuXKFZw+fRpDhgwxZqjdgiAISEhIQFxcHMrKynRus1UAvh5S+HtK4esuQ287wEomQZ1aQFklkF2gxuU8DbLzNahSavfJycnB0qVLsWbNGqxduxbR0dGQSFp+3oiIiIiIiMjyMclDRERERK1KTExsdvuoIMM+To4aJG+S5Knvl0keXXl5eYiNjUVycrK4TSIBQgJkiAqVIyRABplUf4Jm/BDtc6LWCEi/pMbeNBXSL6khCEBpaSnmzJmDnTt3YtOmTfDw8DD5/SEiIiIiIiLTYbk2IiIiImqRvlJtCitt4sEQw/vLoLBqup0l23QdPnwYwcHBOgmesYNl+OjlXngtxgahA+QtJngak0klCB0gx2sxNvjo5V4YO7jhuUpOTkZQUBAOHz5s9PtAREREREREnYdJHiIiIiJq0blz53Dp0qUm24cHyGBjbVjCwcZa0mxC6OLFi8jMzOxwjN1BSkoKIiIiUFJSAgBwdpBg+WwFFj9qA/c+HfvY7t5HisWP2mD5bAWcHbTPWUlJCSIiIpCSktLh2ImIiIiIiMg8WK6NiIiIyMKp1Wq88cYb2Lt3r5gA6ExFRUXNbg83sFRbvVGD5Dh8rmnJtvHjx8PR0bFdsXWEs7MzoqKisHTpUshkho1IMpVDhw5h2rRpqK6uBgAM9ZfhlZkKONgad96cEYFyBPnIsGqHEicvq1FdXY1p06YhJSUF4eHhRj0WERERERERmR6TPEREREQW7qWXXsJ7771n7jB0WMmA+/q3LTFy3wAZrGRA3W15nt9//x2///67EaMz3LFjx1BcXIx169aZ5fiAdg6eqVOnigmekQNlWDJLAWu5cRM89RxsJVgxW4HV25U4kqlN9EyZMgUZGRmco4eIiIiIiKiLYbk2IiIiIgumVqsRHx9v7jCaGOovg51N25IQdjYSDPEz74iZ5sTHx0Oj0Zjl2IIgIDY2VhyhNdTftAmeetZyCZbMUmCov/b5KCkpwdNPP835kYiIiIiIiLoYJnmIiIiILJhMJkOvXr3MHUYTo4Lal6y5P9jykjy9evWCVGqej8UJCQlITk4GoJ2D55WZpk/w1LOWa4/nbK89XnJyMrZu3dopxyYiIiIiIiLjYJKHiIiIyML97W9/M3cIOnzcJHjgT+2r+vvAn+S4y61zkhiGeumll8xy3OLiYsTFxYnrL0y3NvocPK1xsJXghenW4npcXByKi4s7NQYiIiIiIiJqP87JQ0RERGThFi1aBI1Gg3/84x9Qq9UttvV0kcCjr2l+xyOVAPe4S/HIKCtYtXO0iZVcgndie2HXoTr8WqCBxkTVwfKLNci70XLncrkcr7/+OhYtWmSaIFrxwQcfoKysDAAwdrAMIwLN89F8xEA5xg5W4eBpNUpLS7F582YsWbLELLEQERERERFR20gEFt5uVW5uLry9vQEA169fh5eXl5kjIiIiop4oNTUVjz/+OK5cuaK3jbUciI20xuT75JBILGvETGcQBAHJaSps+roWtSr97fr164fPPvsMoaGhnRdcI2q1Gvfccw+uXbsGiQT46OVecO9jvkH2+Tc0eOqdaggC4OPjg+zsbMhklldaj6gn4fdQIiIiIjIEy7URERERdRFhYWE4deoUHnvsMb1talXAe3tq8fqnSpRX9azf8pRXCXjtEyXe/6rlBM9jjz2GU6dOmS3BAwD79u3DtWvXAAAhATKzJngAwKOvFCH+2qROTk4O9u/fb9Z4iIiIiIiIyDBM8hARERF1Ib1798Ynn3yCjz/+GHZ2dnrbHT6nxl/fq8bZKy2Xd+suzl7R3t8jmfrvr52dHbZs2YJPPvkEvXv37sTomoqPjxeXo0Ito4JyVFhDHFu2bDFfIERERERERGQwJnmIiIiIuhiJRII5c+bgxIkTGDJkiN52xWUCFm+uwdYDtVCru+eoHrVawNYDtVi8uQbFZfrv45AhQ3Dy5EnExMRYRBm71NRUAICtQjuSxxKEBMhgq9Aup6WlmTcYIiIiIiIiMgiTPERERERdVP/+/XH06FG89NJLettoBOCT7+vw9801KCzVdGJ0pvd7iQaLNtfgk+/roGkhh/W3v/0NR48eRUBAQOcF14LCwkLk5uYCAHw9pJBJzZ90AgCZVAJfd+3Xg+vXr6OoqMjMEREREREREVFrmOQhIiIi6sIUCgXeeecdJCcnw9XVVW+7czkaPLO+GocyWpispgs5lKHCs+9VIzNHf+LK1dUVX3/9Nf79739DoVB0YnQtO3HihLjs72lZH8f9GsXTOE4iIiIiIiKyTJb1rZKIiIiI2mXy5Mk4c+YMJkyYoLdNRQ3w+qdKrN+tRE1t1yzfVlMrYN2XSrz+qRIVNfrbRURE4JdffsGkSZM6LzgDnTt3Tlz2dbeMUm31/Dwa4tmyZQsEoWueJ0RERERERD0FkzxERERE3YS7uzu++eYbvPnmm5DL5XrbfX1MhRf+W40rv3Wt8m2/Fmjwwn+rse+4/tFIcrkca9aswf79+3HnnXd2YnSGq6ioEJd725kxkGY42jYs79ixA1OmTEF+fr75AiIiIiIiIqIWMclDRERE1I1IpVL8/e9/x+HDh3HPPffobXetUMAL/61GUmqdxY/WEAQBXx2tQ9z/qnGtUH+svr6+OHLkCBYtWgSp1HI/5tbW1orLVjLLmI+nnpVcN57k5GQEBQXh8OHDZoqIiIiIiIiIWmK5336JiIiIqN3uu+8+nDp1Co8//rjeNnUq4D9f1eKf25S4VWWZiZ5bVQL+uU2J/ybVoq6F6YSeeOIJnDx5EsOHD++84NrJ2tpaXK5TW9bjXqdqiMfmjzBLSkoQERGBlJQUM0VFRERERERE+jDJQ0RERNRNOTo6Ytu2bYiPj4ednf66YEfPq/HM+mr88qu6E6Nr3ZlftXEdPa8/Lnt7eyQkJGDbtm1wdHTsxOjaz97eXlwuqzRjIM24VdWw/Jf7rTDUXztHT3V1NaZNm8YRPURERERERBZGf7F2IiIiIuryJBIJoqOjMWLECEyePBlZWVnNtiu+JWDxhzV47AErPDHOCjIzlhFTqwVs+74O23+oQ0uV5IYNG4bPPvsM/v7+nRecEQwaNEhczi5QY/wQy/lInpXfkFDr7y3FX8ZYYfV2JY5kqlFdXY0pU6YgIyMDHh4eZoyyeyosLMSJEydw7tw5VFRUoLa2FtbW1rC3t8egQYMwbNgwuLm5mTtMIiIiIiKyMJbzjZKIiIiITMbf3x9PPfUUXnnlFb1tBAH49GAdTmersXimAnc4d/6g799LNHhzhxKZ1zQttlu4cCH+9a9/6ZQ+6yqGDRsmLl/Oa/l+drasRvH4echgLZdgySwFVmxV4uRlNUpKSvD0008jKSkJEollzSfU1ajVanz99ddISEhAamoqcnNzW93Hy8sLYWFhiImJwaRJkyCTyTohUiIiIiIismQs10ZERETUQ9TU1IjLdjb622Ve0+CZ96pxJrtzy7edyVbjmfeqW0zwuLm5Yf/+/Xjrrbe6ZIIH0N4HLy8vAEB2vgZqjWXMy6PWCMgu0D72rr0lcLLXJnGs5RK8MlMB5z/Wk5OTsXXrVrPF2dUVFxdj1apV8PX1xdSpU5GYmGhQggcAcnNzkZiYiClTpsDX1xerVq1CcXGxiSMmIiIiIiJLxpE8REREZBYsTdT5amtrxeWX/qzA1+kqnLzcfCKnsgZYua0G25bYwlZh+hEbVUoBK7fVoEqpv81DDz2E+Ph43HHHHSaPx9TCwsKQmJiIKiWQfkmN0AHm/1iefkktPv79vXV/C+ZgK8EL062xcpu2QVxcHCZPngwXF5fODrPLEgQBCQkJiIuLQ1lZmc5ttgrA10MKf08pfN1l6G0HWMkkqFMLKKvUlvW7nKdBdr5GfI5ycnKwdOlSrFmzBmvXrkV0dDRHVxERERER9UDm/zZJREREPQJLE5lf45EvNgrg9RgFvjiswpZva6FqJtdTpQQuXNdgqJ/pH/cL1zV6EzxWVlZYtWoVXnrpJUil3WMgekxMDBITEwEAe9NUFpHk2ZuqEpcjhjaNZ8RAOcYOVuHgaTVKS0uxefNmLFmypDND7LLy8vIQGxuL5ORkcZtEAoQEyBAVKkdIgAwyqf4ETf28TWqNgPRLauxNUyH9khqCAJSWlmLOnDnYuXMnNm3axPmSiIiIiIh6mO7xLZmIiIgsFksTWQ57e3txuawSkEolmHG/Fd6JtUFvu+b36ePQOSMD+tg3fxw3NzccOXIEL7/8crdJ8ADApEmT4OPjA0A7gqbgpnnn5sm/oUH6H6O63JwkCAloPrE3e7w16geLbNiwAWp155b064oOHz6M4OBgnQTP2MEyfPRyL7wWY4PQAfIWEzyNyaQShA6Q47UYG3z0ci+MHdzwPCUnJyMoKAiHDx82+n0gIiIiIiLL1X2+KRMREZFFEQQB8fHx8PPzw9KlS5GTkyPeZqsAgvtJ8fAoORb9RYHX5yjw5lM2eH2OAov+osDDo+QI7ieFraKhv/rSRP7+/oiPj4cgWMY8Jl3JoEGDxOXsgoaL83ffKUWdqmn7O5wl8HHrnCSPzx0SuDk1PVZNTQ2Cg4M7JYbOJJPJEBsbCwAQBCDhQG0re5jW1u9qUf+SigzVn3Tw6CtFiL82sZCTk4P9+/d3VohdUkpKCiIiIlBSUgIAcHaQYPlsBRY/agP3Ph37KubeR4rFj9pg+WwFnP9IxpaUlCAiIgIpKSkdjp2IiIiIiLoG89eFICIiom6HpYks07Bhw8Tly3kNI0dOZambLZUWPkjWaXN8SCQShA+S4cvDutmmW7du4bvvvsPkyZM7JY7ONH/+fKxZswalpaU4eFqN0cEqjAjs/I/nRzO1JdgAwN4GmBhi1WL7qDA5jl/Stt+yZQsiIyNNHmNXdOjQIUybNg3V1dUAgKH+MrwyUwEHW+O+pkYEyhHkI8OqHUqcvKxGdXU1pk2bhpSUFISHhxv1WEREREREZHk4koeIiIiMiqWJLJebmxu8vLwAANn5Gqg12qEbh881X3Jr1KDOTTiMCmr+eLt27erUODqLi4sL1q5dK66v312L8qrOHaFWXiVg/e6GUUQLoqzR267l12dIgEwcZZeWlmbK8LqsvLw8TJ06VUzwjBwow4rZxk/w1HOwlWDFbAVGDtS+R1ZXV2PKlCnIz883yfGIiIiIiMhyMMlDRERERsPSRJYvLCwMAFCl1M4Fo1ILOJrZtFZbX0cJBnh37kfFQG9ps3MA7dmzBypVM/XkuoHo6GhxJExJuYBVO5SoVXVOoqdWJWDV9hqUVGiPFzpAJo6ia4lMKoGvu/bcuH79OoqKikwaZ1cjCAJiY2PF98Gh/jIsmaWAtdy0o+Ks5RIsmaXA0D/K6ZWUlODpp59maUsiIiIiom6OSR4iIiIyiuZKE22K62X08lMjAuXYFNdLvJBZX5qII3oMExMTIy7vTVPhlysalFc3bTdyoAxSA0dcGYtUKhFHIjR248YN/Pjjj50aS2eRSCTYuHEjnJ2dAQAnL6uxervpEz21KgGrtytxMktbts++F/DCdGuDy/P5eTZ8jThx4oRJYuyqEhISxJGMzg4SvDLT9AmeetZy7fGc7bXHS05OxtatWwEAhYWF2LdvH95++22sWLECS5cuxYoVK/D2229j3759KCws7JQYiYiIiIjIuDgnDxEREXVYc6WJTPnL9frSRKu3K3EkUy2WJsrIyOAcPa2YNGkSfHx8kJOTg/RLatjZNN9OX+k0U7s/SI69aU1H7SQmJmL8+PFmiMj0PD09kZSUhIiICFRXV+NIphortipNMn8LoC3Rtmp7jZjgUVgBK6Nt0NfR8N9/+XnIAGifp4yMDEycONHocXZFxcXFiIuLE9dfmG5tshJt+jjYSvDCdGus3KadaGvevHlYsmQJCgoKWt3Xy8sLYWFhiImJwaRJkyCTNU26EhERERGRZeFIHiIiIuoQlibqWmQyGWJjYwEAgtD8fDy97YCgu83zMTHobil62zbd/uWXX0Ktbn7uoO4gPDwce/bsQa9evQBoR/Q8va4aR88bt0zd0UwVnl5brZPgWT7bBoN82nYx37HRc1RZWWnMELu0Dz74AGVlZQC0c5EZeySjoUYMlItzmNXV1RmU4AGA3NxcJCYmYsqUKfD19cWqVatQXFxsylCJiIiIiKiDmOQhIiKiDrHU0kSk3/z58+Hk5AQAqGsmhzByoByydpRqEwQBp7PV+OJQHU5nq9uVcJPJJBgxsOmF8d9//x1Hjhxpc39dSf38UvWl20rKBazcqsSbn9eg4KamQ33n39Dgzc9rsHKbUpyDx74X8Mb/2WCoX9tHa1g1eo0rlcoOxdZdqNVqbNiwAQAgkQDRE6zNGs/s8daor74nARB0twQPj5Jj0V8UeH2OAm8+ZYPX5yiw6C8KPDxKjuB+UtgqGvbPycnB0qVL4e/vj/j4eCbQiYiIiIgsFMu1ERERUbtZYmmiuLg4TJ48GS4uLp0aR1fi4uKCtWvXYs6cOc3eHj6o7Rf9SysEvLNLiWMXG0bb3Ndfhr89ooCTfdvOiVFBMuxPb5p92rVrF+6///42x9aVhIeH4+zZs4iNjRWTpwdPq/HDmWqE+MsQFSZHSIDMoCScWiMg/ZIae1NVSL+sRuNr9Pf1lyHuz9ZtKtHWWF2jOYMUCkULLXuOffv24dq1awCAkAAZ3PuY9/d0Hn2lCPGX4fglNQQAfxltjdABzX/9Gz9Eu108Z9JUSL+kPWdKS0sxZ84c7Ny5E5s2bWJJTCIiIiIiC8MkDxEREbWbZZUmUuHgaTVKS0uxefNmLFmyxCyxdBVPPvkkFixYgJqaGp3t9jbAvfe0LclzKkuNNTuVKCnX/aX/sYtqPPNeNRb9RYEhbRgtcu89MtjZAJW6oeGLL77Au+++C4mkcxOJna1+jp7HHnsMO3bsAKAtrXf8khrHL6lhqwB83aXw85TCz0MGR1vtyJo6lYBbVUBWvhpZeRpkF2hQddsgG3sbYEGUNcYPkXfocbxV1bBsZ2fX7n66k/j4eHE5KtQyvmZFhclx/JI28ZpyUqU3yVNPJpUgdIAcoQPkKLipQcKBWhw8rd0/OTkZQUFBSEpKQnh4uMljJyIiIiIiw1jGtw/q0Xbu3IlXX30V5eXlets4ODjgtddew4wZMzoxMiIiaokllib64Uw1BAHYsGEDFi1axEnDW5Cent4kwQMAYYFynVJcLVGpBSSk1GHnz3XQV8npZrmApR/X4C+jrRA9wQpyWet9W8klCAuU47tTuqN5rl+/juPHj+O+++4zKL6uTCKRICYmRkzy2CogJmyqlMDZqxqcvaoBYNicPW5OEkSGyjExxAq97TqeJMvKbxixFRQU1OH+uoPU1FQA2ucqJMAy3ntCAmTiuXPxettK/rn3kWLxozYYHazC+t21KCkXUFJSgoiICOzZswcREREmipqIiIiIiNqCc/KQ2b366qu4cOEC8vLy9P5duHABy5YtM3eoXdrOnTsRGBgILy8vvX+BgYFITEw0d6hE1EVYamkiQDuXxP79+80aj6XT934/Ksiwi9MFNzV4eWMNPv9Jf4KnniAAn/9Yh5c3Gj63jL44etL/qWHDhonL97hLsDJagVFBMrj2NixJ49pbglFBMqyMVuDjhb0wc4y1URI8AJCV1/A8No6zpyosLERubi4AwNdD2q45rUxBJpXA11373lxUJqC0ou3z6owIlGNTXC8M/eP9tbq6GtOmTcPhw4eNGisREREREbUPR/KQ2bU0gqc97ah59cm01ixbtowjpojIIJZemmjLli2IjIw0c0SWSRAE7Nq1q8n2XtbAUAPKqh08o8J7u5VNSoG15mKuBs++V43npysw9t6Wz5lhfjL0sgaqa3W379q1C2+++Wa3L9kGAG5ubvDy8kJubi5+LRAQEiATy22VVgjIylfj6u8CamoF1KkAKzlgYy3B3XdI4Ocha/NcSIZSawRkF2iTPN7e3nB1dTXJcbqSEydOiMv+npb1Ozo/T+kfo760I7BCAtr+fu1gK8GK2Qqs3q7EkUw1qqurMWXKFGRkZHCOHiIiIiIiM7OsbyBEZDJMphGRsVlyaSIASEtLM28wFuz06dO4cuVKk+33DZDB2kp/YqBaKeDfiUq8uaPlBI9LCyNNqpTAmzuUeGeXEtVK/aMKrK0kuK9/0/Pq119/xZkzZ/QfvJsJCwsDoH3c0i81lEhzspcgJECOGfdb4cnx1pj7kDWeHG+NGfdbISRAbrIED6CNo/75Dw0NNdlxupJz586Jy77ulvF+WM/PoyGeq7+3fSRPPWu5BEtmKcQRPSUlJXj66achtDaUj4iIiIiITMqkSZ7CwkLs3bsXr776KiZNmgQXFxdIJBJIJBLMmTOnzf3t378fDz/8MLy8vKBQKODl5YWHH36Y5ViIiIg6WVcoTXT9+nUUFRWZOSLL1NwoHgAYNUj/L/wv56nx3PvVSDmpfw4YKxmwINIaH79sg4khMrR0Vnx7QoXn/lONy3lqvW3Cg5qPR1/83VFMTIy4vDfNsPl3TG1vakMc7flM3x1VVFSIy73tzBhIMxxtG5ZrajuWkLGWS/DKTAWc/0giJicnY+vWrR3qk4iIiIiIOsakSZ477rgDU6ZMwWuvvYb9+/fjxo0b7epHEATExsZi0qRJ+PLLL5GXl4fa2lrk5eXhyy+/xKRJkxAbG8tfkREREXUSSy9NVK9xnKQlCEKz89oorIDhzYyc0WgEfHGoDi9tqEHeDf2ftZzttfO/HD6nwsx/VWN/uhqtfTLLKxbw0oYafHGortnPccMDZLBuJs/Tk5I8kyZNgo+PDwDtCBpD5zQylfwbGqRf1ibmfHx8MHHiRLPGYylqaxvqClrJLCPpXc9K3hBPnRHyhA62Erww3Vpcj4uLQ3Fxccc7JiIiIiKidum0qzLe3t548MEH27XvP/7xD2zatAkAMGTIEHz22Wc4duwYPvvsMwwZMgQAsGnTJixbtsxo8RIREZF+XaU0UUZGhhkjaV5hYSH27duHt99+GytWrMDSpUuxYsUKvP3229i3bx8KCwtNevzMzExcvHixyfZh/jLYWOtenC6tELA8QYlNX9dCpX/ADQCgpELAwTNqnL2q0Snl5u3tjWHDhundT6UGNn1di1cTlE0mhe+lkDRbCvD8+fPIzMxsOaBuQiaTITY2FgAgCEDCgdpW9jCtrd/Voj4ft2DBAshklvX6Nxdr64akR53asn54VqdqiMfKSNOnjRgox9jB2ue+tLQUmzdvNk7HRERERETUZiadJfnVV1/F8OHDMXz4cNxxxx24evUq+vXr16Y+srKysGbNGgBASEgIfvrpJ/Tq1QsAMHz4cEydOhVjxoxBeno63nzzTcydOxe+vr5Gvy9ERETUoKuUJqqsrDRfIH9Qq9X4+uuvkZCQgNTUVLHMXUu8vLwQFhaGmJgYTJo0yagX0vWNgrn/ttJoJy+r8dZOJUoq2n7B2tvbG6GhoZgzZw4mTpwImUyGzz77DAsWLMCtW7ea3ef4RTX++l41Fv1FgaF+Dfd3VJAcRzKbZph27dqFgQMHtjm2rmj+/PlYs2YNSktLcfC0GqODVRgRaNKP8c06mqnCwdPa58LJyQnz5s3r9Bgslb29vbhcZv63HR23qhqWb0/kdsTs8db44Uw1BAHYsGEDFi1axKQfEREREZEZmHQkz8qVKxEVFYU77rij3X28++67UKm0dQXee+89McFTz9bWFu+99x4AQKVSYe3ate0+FhERERmmq5QmUiqVLbQ0reLiYqxatQq+vr6YOnUqEhMTDUrwAEBubi4SExMxZcoU+Pr6YtWqVUYrh9RcksdKBtw3QHtxtk4l4MP9tVj6cU2LCZ677roLcXFxeOWVV7BixQq89dZb4kika9euYefOnYiMjBQv+j722GM4deoUQkND9fZZUi7g/31cg4/210L1x2iI0AEyyJu5btyTSra5uLjofMZdv7sW5VWdO1qkvErA+t0Nr/t169bBxcWlU2OwZIMGDRKXswtaGfbWybLyG+K5+w7jvV979JUixF/74szJyeE8qUREREREZtL5PwFsA0EQsGfPHgDAgAEDEBYW1my7sLAw9O/fHxcvXsTu3buxfv16SCSWdcGJ9HNwcDBqOyIiMr2uUppIoVB0+vEFQUBCQgLi4uJQVlamc5utAvD1kMLfUwpfdxl622mTZHVqAWWV2ovDl/M0yM5vKHmWk5ODpUuXYs2aNVi7di2io6Pb/TknKysLv/zyS5PtQ/xksLORIP+GBqt3KHEpV/+8LxKJREzsWFlZten499xzD37++WcsX74cq1evbnYeHkEAPv+pDmd+VWPxTAU8+koxxE+G4xd1L5yfOXMG2dnZPWYEd3R0NHbu3Ink5GSUlAtYtUOJFbMVsJab/jNvrUrAqu0NSb+oqCjMnj3b5MftShqXJLycZ955k26X1SiexuUsjSEqTI7jl7SvzS1btiAyMtKo/RMRERERUessOslz5coV5OXlAQDGjBnTYtsxY8bg4sWLyM3NbVdZODKf1157DcuWLUN5ebneNg4ODnjttdc6Maruh8k0IjKmrlKayM6uc2vJ5eXlITY2FsnJyeI2iQQICZAhKlSOkAAZZFL9F+XHD9F+NFNrBKRfUmNvmgrpl9QQBO28F3PmzMHOnTuxadMmeHh4tDk+faNfRgXJ8P1pFd7fo9SZT+d27u7u2LZtG8aNG9fmY9ezsrLCG2+8gfHjx2P27NkoKChott3FXA2ee78az09TYNSgpkkeQHt//v73v7c7lq5EIpFg48aNCA4ORklJCU5eVmP1diWWzDJtoqdWJWD1diVOZmkTBc7Ozti4cSN/UHUbNzc3eHl5ITc3F9n5Gqg1Qouv9c6i1gjILtA+d669JXCyN25MIQEy2CqAKiWQlpZm1L6JiIiIiMgwFp3kOX/+vLg8YMCAFts2vv38+fNM8liYoqIivbeNGTMGP/30U4f7oZYtWrQIq1ev1plH43b29vZYtGgRH2ciapWXl5e4nF2gFpMTlqBxaSJvb+9Oe09LS0vD7NmzUVpaKm4bO1iG6AnWcO/Ttgq5MqkEoQPkCB0gR8FNDRIO1IpzoSQnJ2PQoEHYunVri6XPmrN9+/Zmtx8+p0bahZZLTD344INYt24d+vbta5TH9E9/+hO+++47xMXFISUlpdk2VUrgzc+VCB3Q/OiD7du3Y+7cuR2OpauwtrZGQkICHn30UVRXV+NIphortirxykwFHGyNn1Aor9KO4KlP8Nja2iIhIQFWVlb8rNCMIUOGIDc3F1VKIP2SGqEDzP++mH5JLSZu+3sbv1K3TCqBr7sUZ69qcP36dZw/f15vGT9XV1ejH5+IiIiIiCw8yXP9+nVxufHFpOZ4e3s3u58hWquPr+8XpmQ4Nzc3c4dABnrqqafMHQIRdTGWXJpo1qxZZonB2UGCF6ZbY0Rgxz9qufeRYvGjNhgdrML63bUoKRdQWlqKKVOmGCFSrdYSPADw7bffIjAw0GjHbAt98Z06darHf8Y4eVmNp9dVG+18q3c084/zrdG8TFVVVUY977qzvWkqi0jy7E1VicsRQ00Tj5+nNskDAAMHDtTbrrnyjERERERE1HHm/+bRgsbluxqXhWlO43IsLY1UaE7jBBERERG1jaWWJjKXof4yk4ysGBEoR5CPDKt2KHHysmVN7E7mVVIuYOVWJcYOVrVr5Fhj+Tc02Ppdw8gxap/0S2oU3NR06LnoqPwbGqT/8V7h5iRBSIBx5+Opp53nR9VqOyIiIiIiMg3zfeswQE1NjbjceILn5jSeWLm6utpkMZHhioqKIJFIWLOdiKibqy9NZAkalyYyh5EDZVgx2zSlswDAwVaCFbMVGDnQNBdrqWs7eFqN//t3NZZtqUHaBRXUGsNGTqg1AtIuqLBsSw2eeqeaCR4jEAQg4UCtWWPY+l0t6gfPRIbKTZaId7Q1rF399wKW+iMiIiIiMi6LHsljY2MjLtfWtvwlSalsuKLTq1evNh2ntfJuBQUFuO+++9rUJxERUU9iiaWJOttQfxmWzFLAWm7aHzdYyyVYMkuBFVs5ooeaEgTg+CU1jl9Sw1YB+LpL4ecphZ+HDI62gJVcgjqVgFtV2vmrsvI0yC7QmDU52l0dPK3G6GCVUcvoGepopkpM1tnbABNDrEx2LCsTv+cREREREVHLzH81pgUODg7icmsl2CorK8Xl1kq73a61+X7IeDIzM/VOxkpAcXFxk1rmfMxax8et7fiYtR0fs6bUajXuu+8+XL9+3eJKE3l7e+PYsWOQyUw34mX79u144YUXAGjn4HllpukTPPWs5drjPb22Wpwz5b333sPMmTObbf/hhx/ilVdeabXfkJAQbNiwAXfddZdR422Pa9euITY2FidOnGi17bJly/Daa6/pbOtpr88bN27gk08+QXx8vPgDpiolcPaq5o/5UgxLgHp7eyMmJgZPPPEE+vbta8KIux5D/w80fm9Yv7sWQT4yk43ua055lYD1uxt+ILcgyhq97Ux3/DpVw4ixRYsWYdGiReJ6c48ZEREREREZl0UneRonX3Jzc1ts23g0DufYsVwuLi5wdXU1dxhdCh+z9uHj1nZ8zNqOjxnw17/+FUuXLhVLEy1+1Kb1nUykcWmiZ555BnfeeafJjlVcXIxly5aJ6y9Mt+7Ui7iAtnTbC9OtsXKbdgjGsmXLMGvWrGYTG99++22LfUkkEvy///f/sHz5csjllvHx0NXVFUePHsXKlSvxxhtvtDhp+w8//NBkW097fbq6uuK1117DihUrsG/fPsTHxyMtLa3VEeuNffLJJ5g5c6ZJk6PdTXPn2XPPPYdvvvkGycnJKCkXsGqHEitmd04SuFYlYNX2GjH5GzpAhvFDTPuavlXVsOzm5tajXndERERERJbAMr7F69H4V18XLlxosW3j2wMDA00WExERETWYP38+1qxZg9LSUospTeTk5IR58+aZ9HgffPABysrKAABjB8vMcp8BYMRAOcYO1t730tJSbN68GUuWLNFpIwgCDh06pLcPDw8PbNu2DWPHjjV1uG1mZWWF119/HePHj8eTTz6J/Pz8ZtulpaV1cmSWSyaTISoqClFRUQCAwsJCnDx5EhkZGaisrIRSqYRCoYAgCFi5cqXOvhEREUzwGIFEIsHGjRsRHByMkpISnLysxurtSpOXc6xVCVi9XYmTWRoAgH0vbQLa1PNjZuU3lI0MCgoy6bGIiIiIiKgp89VUMUC/fv3g4eEBAPjxxx9bbPvTTz8BADw9PXH33XebOjQiIiKC9lfsa9euFdfX765FeZVhk70by+2lidatW2fSMl1qtRobNmwAAEgkQPQEa5MdyxCzx1uj/hruhg0boFbrztOjUqn0XuSdOnUqzpw5Y5EJnsbGjh2LM2fOYMqUKeYOpctxc3PDxIkTsXDhQixfvhxvvPEGli9fjmeffdbcoXVrnp6eSEpKEucKPZKpxoqtSpO9P5ZXCViRUIMjmdrXv8IKWBltg76Opv+6l5WnEZeHDRtm8uMREREREZEui07ySCQSTJs2DYB2pE5qamqz7VJTU8WRPNOmTTP5r9WIiIioQXR0NCIjIwFALE1Uq+qcRM/tpYmioqIwe/Zskx5z3759uHbtGgAgJEBm1nmIAMCjrxQh/trRFzk5Odi/f7/O7VZWVnjqqad0tikUCrz//vvYvXt3l5m3xsXFBXv27MF7770HhUKhc9sTTzxhpqiopysqKsK+ffvw9ttvY8WKFVi6dClWrFiBt99+G7du3UJ8fLyY6Dl5WY2n11Xj6HnD5kcy1NFMFZ5eWy2O4FFYActn22CQj+lHZak1ArILtMf19vZmqTYiIiIiIjOw6HJtAPDiiy/igw8+gEqlwvPPP4+ffvpJ/KIEANXV1Xj++ecBAHK5HC+++KKZIiUiIuqZLKU0kbOzMzZu3GjyH3vEx8eLy1GhlvFRKipMjuOXtL/g37Jli5h0q7d+/Xr4+Pjg4MGD8Pb2xksvvdQlJ0OXSCR47rnnMG7cOLz77ru4fv06xo4di+joaHz88cfmDo96oEGDBrXaxtXVFSqVCnV1dSgpF7ByqxJjB6sQPcG6Q0ni/BsabP2uVixVCWhLtK2M7pwEDwCkX1KjSjstGEJDQzvlmEREREREpMukVyYOHTqErKwscb24uFhczsrKwpYtW3Taz5kzp0kfAQEBWLhwIVavXo309HSEh4dj8eLF8PX1RXZ2Nt58802cOnUKALBo0SL4+/ub5L4QERGRfvWliSIiIlBdXS2WJnplpgIOtsZPupRXaUfw1Cd4bG1tkZSUJJZ5NaX6kcW2Cu1IHksQEiCDrQKoUjY/P41cLsfixYuxePFiM0RnfAMHDsQHH3wgrhcVFZkxGuoJiouLsW7dunbt29z5efC0Gj+cqUaIvwxRYXKEBMggk7b+XqnWCEi/pMbeVBXSL6shNBo0eV9/GeL+bN0pJdrq7U1tGJXU3Hc5IiIiIiIyPZMmeTZv3qzza9fGDh8+jMOHD+ts0/fF4F//+hcKCwvx0Ucf4dSpU5g1a1aTNk899RRef/31DsdMRERE7RMeHo49e/Zg2rRpqK6uFksTvTDdGiMCjfeR42imCut314ol2mxtbbFnzx6Eh4cb7Rj6FBYWIjc3FwDg6yE16KJsZ5BJJfB1l+LsVQ2uX7+OoqIilk0iMgJBEJCQkIC4uDiUlZXp3Gar0L4P+HtK4esuQ287wEomQZ1aQFklkF2gxuU8DbLzNeJoF92+geOX1Dh+Sa3ty10KP08p/DxkcLQFrOQS1KkE3KoCsvLVyMrTILugaV/2NsCCKGuMHyLv1LLV+Tc0SL+sHUXk4+ODiRMndtqxiYiIiIiogWXUGGmFVCrFhx9+iEceeQSbNm3C8ePHUVxcDBcXFwwfPhyxsbGYNGmSucMkIiLq8SIiIpCSkoIpU6agpKTE5KWJnJ2dkZSU1CkJHgA4ceKEuOzvaVlTG/p5apM8gDZOXnAl6pi8vDzExsYiOTlZ3CaRaEfORYW2Pvpm/BDtVy1x9E2aCumXdEff1KtSAmevav54DRs2Z4+NFfDYOCtMDLFCb7vOTzhv/a5WvC8LFiyATGYZIxuJiIiIiHoakyZ5tmzZ0qQkW0dMnjwZkydPNlp/REREZHzh4eE4e/Ys5s6di5SUFACmKU0UGRmJTZs2dUqJtnrnzp0Tl33dLeuCpp+HDPUXhzMyMpjkIeqAw4cPi8nqemMHy9qVrJZJJQgdIEfoADkKbmqQcEA3WW1lZQVnZ2cUFha22penpycKCwtRV1eHmjrgLjepWRI8RzNV4n1wcnLCvHnzOj0GIiIiIiLS6hIjeYiIiKhr8fT0xLZt23DHHXeI24xVmsjJyQnr1q3D7NmzO7U0EQBUVFSIy73tOvXQrXK0bViurKw0XyBEXVxKSopYdhIAnB0kRis76d5HisWP2mB08B9lJ8sF1NXVoby8HDt27ICjoyMyMjJQWVkJpVIJhUIBOzs7BAUFYdiwYXB1dUV8fLxY5nr97loE+chMMveZPuVVAtbvrhXX161bBxcXl047PhERERER6WKSh4iIiEyipQRMe0oT+fj4YMGCBZg3b57ZLijW1jZc2LSSGe+iammFgMt5auQUCqhWClCpAbkM6KWQwMdNAn9PGZzsWz6elbzhdqWymQlAiKhVhw4d0knwDPWX4ZWZCqMnUUYEyhHkI8OqHUqcvKxGdXU15syZg5SUFCxcuLDFfaOjo7Fz504kJyejpFzAqh1KrJitgLXc9ImeWpWAVdtrxDnRoqKiMHv2bJMfl4iIiIiI9GOSh4iIiDrNtm3bsHv3bqSlpeH69euttvf29kZoaCjmzJmDiRMnmn3OB2tra3G5Tt3MxBoGUmsEHL+oxoFTKly4rkFxWet9ufSWYIC3FBFDmy93V6dq6EOhULQ7NqKeKi8vD1OnThUTPCMHyrBklumSJw62EqyYrcDq7UocydQmeqZMmYKMjIwWy1BKJBJs3LgRwcHBKCkpwcnLaqzerjRprIA2wbN6uxIns7Rzfzk7O2Pjxo2dPqKSiIiIiIh0MclDREREnebBBx/EE088AQAoLCzEyZMnWy1NZEns7e3F5bJ2VEQrqxSw73gdvj6mQmFp25JExWUCDpWpcShDDTcnCSbfJ8ek4Q0Trt+qamhrZ2dhteSILJwgCIiNjRXn4Bnqb9oETz1ruQRLZimwYqt2RE9JSQmefvppJCUltZg88fT0RFJSEiIiIlBdXY0jmWqs2Ko0yagjQFuibdX2GjHBY2tri6SkpE6dE42IiIiIiJrHJA8RERGZhZubGyZOnIiJEyeaOxSDDRo0SFzOLlBj/BDDPkoJgoADp1TYsLcWlTW6t9kqAF8PKfw9pfB1l6G3nbYUXJ1aQFml9jiX8zTIzm+Yn6iwVMCWb+uQ+FMdYqOsMWGIHFn5DRO5BwUFdfi+EvUkCQkJSE5OBqCdg+eVmZ1T/gzQJnpemanA02urUVIhIDk5GVu3bkV0dHSL+4WHh2PPnj1iebmTl9V4el210eYPqnc084/5g/4o0WZlZYWEhASEh4cb7RhERERERNR+TPIQERERGWjYsGHi8uU8jUH7FJdpsH53LY5dbEjCSCRASIAMUaHNl15rrD6RpNYISL+kxt40FdIvqSEIQEUN8O/EWvx8Vo1blQ3xNI6TiFpWXFyMuLg4cf2F6dYmGQ3TEgdbCV6Ybo2V27SZ3Li4OEyePLnV+cciIiKQkpKCKVOmoKSkBCXlAlZuVWLsYBWiJ1jDvY+03THl39Bg63e1OHharbO9rq4O8+bNQ0VFBaKjo1mujYiIiIjIzNr/qZ+IiIioh3Fzc4OXlxcAIDtfA7Wm5ZJr53LUWLC+WifBM3awDB+93AuvxdggdIC8xQRPYzKpBKED5HgtxgYfvdwLYwc3zE907KIaF3K1sXh7e1tcmTsiS/bBBx+grKwMgPb1acxRMG0xYqBcfF2XlpZi8+bNBu0XHh6Os2fPIjIyUtx28LQa//fvaizbUoO0C6pW36vqqTUC0i6osGxLDZ56p1onwdO7URXI0tJSzJkzB1OmTEF+fr5BfRMRERERkWlwJA8RERFRG4SFhSExMRFVSiD9khqhA5r/OHXyshort9VAWaddd3aQGK2MknsfKRY/aoPRwX+UUSpvuIB79913d7h/op5CrVZjw4YNALQj7KInWJs1ntnjrfHDmWoIArBhwwYsWrQIMpms1f3q5+hJSEhAXFwcysrKIAjA8UtqHL+k1paFdJfCz1MKPw8ZHG0BK7kEdSoBt6qArHw1svI0yC5oKAtZz94GWBBljfFD5PitREDCgYbRPcnJyQgKCkJSUhLLtxERERERmQmTPERERERtEBMTg8TERADA3jRVs0mejKu6CZ6h/jKTTIg+IlCOIB8ZVu3QTtoOAMeOHcPhw4d5wZXIAPv27cO1a9cAaEsodqS8mTF49JUixF+G45fUyMnJwf79+3VG6LREIpEgJiYGdnZ2eOyxx6BSqcTbqpTA2asanL2qAaDS30kjbk4SRIbKMTHECr3ttO9d7n0kTRLMJSUliIiIwJ49exAREdHm+0xERERERB3Dcm1EREREbTBp0iT4+PgA0I7kKbipOzdPcZkGK7Y2JHhGDpRhxWzjJ3jqOdhKsGK2AiMHan/tr1QqWUKJyEDx8fHiclSoZfz+LSqsIY4tW7a0ad9Dhw4hOjpaTPD4uksRFiiDa2/D3n9ce0swKkiGldEKfLywF2aOsRYTPI2NCJRjU1wvDPXXvu9UV1dj2rRpOHz4cJviJSIiIiKijrOMbzJEREREXYRMJkNsbCyWLl0KQQASDtRi8aM2AABBELB+dy0qqrVth/rLsGSWAtZy005Mbi2XYMksBVZs1Y7oKSkpwdNPP42kpCROik7UgtTUVACArUI7kscShATIYKvQjr5JS0szeL+8vDxMnToV1dXaN6CRA3Xff0orBGTlq3H1dwE1tQLqVICVHLCxluDuOyTw85DByd7w94v6BPPq7UocyVSjuroaU6ZMQUZGBjw8PNp2p4mIiIiIqN04koeIiIiojebPnw8nJycA2gnOj57X/mr+wCkVjl3Ulk1zdpDglZmmT/DUs5Zrj+f8x0Xa5ORkbN26tVOOTdQVFRYWIjc3FwDg6yGFTGoZCVGZVAJfd+3XtOvXr6OoqKjVfQRBQGxsLEpKSgA0n2B2spcgJECOGfdb4cnx1pj7kDWeHG+NGfdbISRA3qYET736BHP9iJ76BLMgCK3sSURERERExsIkDxEREVEbubi4YO3ateL6+t21yCvWYMPeWnHbC9OtTVaiTR8HWwlemN4wcXxcXByKi4s7NQairuLEiRPisr+nZX0t8msUT+M49UlISEBycjIAJpiJiIiIiHoay/o2Q0Q9ws6dOxEYGAgvLy+9f4GBgeLE5kRElig6OlqcEL2kXMCy+BpU1mhvGztYhhGB5qmKO2KgHGMHa39VX1pais2bN5slDiJLd+7cOXHZ190ySrXV8/NoiCcjI6PFtsXFxYiLixPXmWAmIiIiIupZmOQhok736quv4sKFC8jLy9P7d+HCBSxbtszcoRKhsLAQ+/btw3/+858mt3333XcoLCw0Q1RkCSQSCTZu3AhnZ2cAQP4N4Y/tQPQE65Z2NbnZ461RPxXPhg0boFarzRoPkSWqqKgQl3vbmTGQZjjaNixXVla22PaDDz5AWVkZACaYiYiIiIh6IiZ5iKjTlZeXG7UdkTGp1WokJSXhL3/5C7y9vXHHHXdg8uTJWLlyZZO2jz32GO644w54e3vjL3/5C/bu3cuL6T2Mp6cnkpKSYG3dkNQJCZDBvY95P2J59JUi5I85MnJycrB//36zxkNkiWprG8orWsksYz6eelaNSq0plUq97dRqNTZs2ACACWYiIiIiop6KSR4iIiJoy92sWrUKvr6+mDp1KhITE8UJuVuTm5uLxMRETJkyBb6+vli1ahXL1PQg4eHhCA0NFdejQs3zK/rbRYU1xLFlyxbzBUJkoRonZ+vUghkjaapO1RCPQqHQ227fvn24du0aAMtMMH///fdmjYeIiIiIqCewjKsQREREZiIIAhISEhAXFyeWu6lnqwB8PaTw95TC112G3nbaX3vXqQWUVQLZBWpcztMgO1+Dqj9+aJ2Tk4OlS5dizZo1WLt2LaKjoyGRWNYvxMn4rly5AkB7zoQEWMbcHiEBMtgqgColkJaWZu5wiCyOvb29uFzWckW0TnerqmHZzk5/Lbn4+Hhx2ZISzMcvaUfwbN++3czREBERERF1f5bxTYCIiMgM8vLyEBsbi+TkZHGbRKK9OB4VKkdIgAwyqf4Ezfgh2n+jao2A9Etq7E1TIf2SGoKgnY9gzpw52LlzJzZt2gQPDw+T3x8yj8LCQnHUl6+HtMVzpjPJpBL4uktx9qoG169fR1FREVxdXc0dFpHFGDRokLicXaAW39MtQVZ+Q5mzoKAgve1SU1MBWG6C+eTJk+YOh4iIiIio22O5NiIi6pEOHz6M4OBgnQTP2MEyfPRyL7wWY4PQAXKDL9bLpBKEDpDjtRgbfPRyL3HiaQBITk5GUFAQDh8+bPT7QJbhxIkT4rK/p2V9tPJrFE/jOIkIGDZsmLh8OU9jxkiaymoUT+M4G7P0BDOg/TEFERERERGZlmVdiSAiIuoEKSkpiIiIQElJCQDA2UGC5bMVWPyoTYfnM3DvI8XiR22wfLYCzg7aC24lJSWIiIhASkpKh2Mny3Pu3Dlx2dfdMn5JX8/PoyGejIwMM0ZCZHnc3Nzg5eUFAMjO10CtsYx5edQaAdkF2iSPt7e33hF4XSXBTEREREREpsVP30RE1KMcOnQI06ZNQ3V1NQBgqL8Mm+J6YUSgccv0jAiUY1NcLwz9YwLq6upqTJs2jSN6uqGKigpxubf+qTPMwtG2Ybmy0sImHSGyAGFhYQC0pcXSL6lbad050i+pxXneQkND9bbrKglmIiIiIiIyLSZ5iKjTOTg4GLUdkaHy8vIwdepUMcEzcqAMK2Yr4GBrmhI3DrYSrJitwMiBDYmeKVOmID8/3yTHI/Oora0Vl61kllEuqZ6VvCEepVJpxkiILFNMTIy4vDdNZcZIGuxNbYhjzpw5ett1lQQzERERERGZFpM8RNTpXnvtNQwYMACenp56/wYMGIDXXnvN3KFSNyIIAmJjY8USbUP9ZVgySwFruWkvylvLJVgySyGO6CkpKcHTTz8NQbCMskDUcdbW1uJyndqyntc6VUM8CoXCjJEQWaZJkybBx8cHgHYETcFN887Nk39Dg/TL2hFFPj4+mDhxot62XSXBTEREREREpsUkDxF1uhkzZuD8+fPIzc3V+3f+/HnMmDHD3KFSN5KQkIDk5GQA2jl4Xplp+gRPPWu59njO9trjJScnY+vWrZ1ybDI9e3t7cbnMwiqi3apqWLazs7Cf+hNZAJlMhtjYWACAIAAJB2pb2cO0tn5Xi/rfACxYsAAymf6yZ10lwUxERERERKbFJA8REXV7xcXFiIuLE9dfmG5tshJt+jjYSvDC9IYLcnFxcSguLu7UGMg0Bg0aJC5nF1jGnB71svIb4gkKCjJjJESWa/78+XBycgIAHDytxtHz5inbdjRThYOnta9ZJycnzJs3r8X2XSXBTEREREREpsUkDxERdXsffPABysrKAABjB8swIlBuljhGDJRj7GDtr7JLS0uxefNms8RBxjVs2DBx+XKeeUs93S6rUTyN4ySiBi4uLli7dq24vn53LcqrOnckSnmVgPW7G0YRrVu3Di4uLi3u01USzEREREREZFpM8hARUbemVquxYcMGAIBEAkRPsG5lD9OaPd4akj8GEW3YsAFqNS+EdXVubm7w8vICAGTna6DWWEaZIrVGQHaBNsnj7e0NV1dXM0dEZLmio6MRGRkJACgpF7BqhxK1nVRyrFYlYNX2GpRUaI8XFRWF2bNnt7pfV0kwExERERGRaTHJQ0RE3dq+fftw7do1AEBIgAzufcz7r8+jrxQh/trRPDk5Odi/f79Z4yHjCAsLAwBUKbWTt1uC9EtqVCm1y6GhoeYNhsjCSSQSbNy4Ec7OzgCAk5fVWL3d9ImeWpWA1duVOJmlTYo4Oztj48aNkEhaLynaFRLMnp6eZo6GiIiIiKj7Y5KHiIi6tfj4eHE5KtQ8ZdpuFxXWEMeWLVvMFwgZTUxMjLi8N80883ncbm9qQxxz5swxXyBEXYSnpyeSkpLQq1cvAMCRTDVWbFWarHRbeZWAFQk1OJKpTQzb2toiKSkJHh4eBvdh6QnmoUOHmjcYIiIiIqIegEkeIiLq1lJTUwEAtgrtSB5LEBIgg61Cu5yWlmbeYMgoJk2aBB8fHwDaC5wFN81bqij/hgbpl7UXfH18fDBx4kSzxkPUVYSHh2PPnj1ioufkZTWeXleNo+eNm7w9mqnC02urxRE8tra22LNnD8LDw9vUj6UnmGfNmmXGSIiIiIiIegYmeYiIqNsqLCxEbm4uAMDXQwqZtPXyN51BJpXA1137L/j69esoKioyc0TUUTKZDLGxsQAAQQASDtS2sodpbf2uFsIfgw8WLFgAmcwyEpxEXUFERARSUlLE0m0l5QJWblXizc9rOpzAzb+hwZuf12DlNqU4B4+zszO+/fZbTJgwoc39WXqCedy4cWaNh4iIiIioJ2CSh4iIuq0TJ06Iy/6elvUvz69RPI3jpK5r/vz5cHJyAgAcPK02+i//DXU0U4WDp7UXWZ2cnDBv3jyzxEHUlYWHh+Ps2bOIjIwUtx08rcb//bsay7bUIO2CyuA5cNQaAWkXVFi2pQZPvVMtvj4BIDIyEhkZGW0ewVOPCWYiIiIiIrKMyQmIiIhM4Ny5c+Kyr7tlXWjy85AB0CYBMjIyWE6rG3BxccHatWvF+W/W765FkI8MDradN4KsvErA+t0NF3nXrVsHFxeXTjs+UXdSP0dPQkIC4uLiUFZWBkEAjl9S4/glNWwVgK+7FH6eUvh5yOBoC1jJJahTCbhVBWTlq5GVp0F2gUaco6aek5MT1q1bh9mzZ0Mi6dh7xPz587FmzRqUlpbi4Gk1RgerMCKw87/mNZdgFgTTzGdEREREREQNmOQhIqJuq6KiQlzubWfGQJrhaNuwXFlZab5AyKiio6Oxc+dOJCcno6RcwKodSqyYrYC13PSJnlqVgFXba8QSUFFRUZg9e7bJj0vUnUkkEsTExCAyMhLr1q3D66+/Lt5WpQTOXtXg7FUN6pP2rfHx8cGCBQswb948oyVgLTnBzHKkRERERESmZ1m1a4iIiIyotrbhgpOVzDLm46ln1eiiv1KpbKEldSUSiQQbN24U5/I4eVmN1duVqFWZ9tfstSoBq7crxUncnZ2dsXHjxg6PECAiLRcXF7zwwgvt2tfb2xszZszA3r17kZ2djSVLlhh9hF10dLRYWq4+wWzq9516TDATEREREZkXR/IQEZFF2LlzJ1599VWUl5frbePg4IDXXnsNM2bMMKhPa2trcblObVklY+oaXXxTKBRmjISMrb7EU0REBKqrq3EkU40VW5V4ZabCJL+sL6/SXmCtT/DY2toiKSkJHh4eRj8WEek6d+4crl27hoyMDFRWVkKpVEKhUMDOzg5BQUEYNmwYXF1dTR5HfYI5ODgYJSUlYoJ5ySzTjiRkgpmIiIiIyPyY5CEiIovw6quv4sKFC622W7ZsmcFJHnt7e3G5zMIqot2qali2s7OwWnLUYeHh4dizZw+mTZuG6upqnLysxtPrqvHCdGujzpVxNFOF9btrxV/Q29raYs+ePe2exJ2I2sbV1RUDBw60iHnVmGAmIiIiIuqZWK6NiIgsQksjeNrTDgAGDRokLmcXqNsckyll5TfEExQUZMZIyFQiIiKQkpIilm4rKRewcqsSb35eg4Kbmg71nX9Dgzc/r8HKbUoxwePs7Ixvv/0WEyZM6HDsRNQ11SeYe/XqBQBigvnoecPmDDLU0UwVnl5brZPgYYKZiIiIiMg8mOQhIqJua9iwYeLy5byOXVQ3tqxG8TSOk7qX8PBwnD17VpwrAwAOnlbj//5djWVbapB2QQW1xrBSgmqNgLQLKizbUoOn3qnGwdMNicLIyEhkZGTwAisRMcFMRERERNTDsFwbERF1W25ubvDy8kJubi6y8zVQawTIpOafJ0CtEZBdoL3Q5u3t3SnzNZD51JdQSkhIQFxcHMrKyiAIwPFLahy/pIatAvB1l8LPUwo/DxkcbQEruQR1KgG3qrSjvrLyNMgu0KBKqdu3k5MT1q1bh9mzZ3MODCIS1SeYY2NjkZycDECbYP7hTDVC/GWICpMjJEBm0P9EtUZA+iU19qaqkH5ZDaFRXjoyMhKbNm1iiTYiIiIiIjNikoeIiLq1sLAwJCYmokoJpF9SI3SA+f/1pV9SixfrQ0NDzRsMdQqJRIKYmBhERkZi8+bN2LBhA3JycgAAVUrg7FUNzl7VADCspJKPjw8WLFiAefPmwcXFxYSRE1FXxQQzEREREVHPYP4rXURERCYUExODxMREAMDeNJVFJHn2pjZcyJ8zZ475AqFO5+LigiVLlmDRokXYt28f4uPjkZaWhuvXr7e6r7e3N0JDQzFnzhxMnDgRMpmsEyImoq6MCWYiIiIiou7P/Fe6iIiITGjSpEnw8fFBTk4O0i+pUXBTA/c+5puSLv+GBumXtXOp+Pj4YOLEiWaLhcxHJpMhKioKUVFRAIDCwkKcPHkSqampWLlypU7b7du3Y9y4cSzrR0TtxgQzEREREVH3xSQPERF1azKZDLGxsVi6dCkEAUg4UIvFj9qYLZ6t39WK8xksWLCAF8sIgHb+qIkTJ2LYsGFNkjxM8BCRsehLMGdkZKCyshJKpRIKhQJ2dnYICgrCsGHD+P5DRERERGThmOQhIiKL4ODgYNR2jc2fPx9r1qxBaWkpDp5WY3SwCiMCO/9f4NFMFQ6e1o7icXJywrx58zo9BiIionr1CWaOKiUiIiIi6rrMV6+GiIiokddeew0DBgyAp6en3r8BAwbgtddea3PfLi4uWLt2rbi+fnctyqsEI0bfuvIqAet314rr69at43wGRERERERERETUIRzJQ0REFmHGjBmYMWOGyfqPjo7Gzp07kZycjJJyAat2KLFitgLWconJjlmvViVg1fYalFRoE0tRUVGYPXu2yY9LRERERERERETdG0fyEBFRjyCRSLBx40Y4OzsDAE5eVmP1diVqVaYd0VOrErB6uxInszQAAGdnZ2zcuBESiemTS0RERERERERE1L0xyUNERD2Gp6cnkpKS0KtXLwDAkUw1VmxVmqx0W3mVgBUJNTiSqZ2Hx9bWFklJSfDw8DDJ8YiIiIiIiIiIqGdhkoeIiHqU8PBw7NmzR0z0nLysxtPrqnH0vMqoxzmaqcLTa6vFETy2trbYs2cPwsPDjXocIiIiIiIiIiLquZjkISKiHiciIgIpKSli6baScgErtyrx5uc1KLip6VDf+Tc0ePPzGqzcphTn4HF2dsa3336LCRMmdDh2IiIiIiIiIiKienJzB0BERGQO4eHhOHv2LGJjY5GcnAwAOHhajR/OVCPEX4aoMDlCAmSQSVufO0etEZB+SY29qSqkX1ZDaFT9LTIyEps2bWKJNiIiIiIiIiIiMjomeYiIqMeqn6MnISEBcXFxKCsrgyAAxy+pcfySGrYKwNddCj9PKfw8ZHC0BazkEtSpBNyqArLy1cjK0yC7QIMqpW7fTk5OWLduHWbPng2JpPVEERERERERERERUVsxyUNEXcLOnTvx6quvory8vMltGk3HymtRzyaRSBATE4PIyEhs3rwZGzZsQE5ODgCgSgmcvarB2asaAIbN2ePj44MFCxZg3rx5cHFxMWHkRERERERERETU0zHJQ0RdwquvvooLFy6YOwzqxlxcXLBkyRIsWrQI+/btQ3x8PNLS0nD9+vVW9/X29kZoaCjmzJmDiRMnQiaTdULERERERERERETU0zHJQ0RdQnMjeIhMQSaTISoqClFRUQCAwsJCnDx5EqmpqVi5cqVO2+3bt2PcuHFwdXU1R6gmUVhYiBMnTuDcuXOoqKhAbW0trK2tYW9vj0GDBmHYsGFwc3Mzd5hERERERERERAQmeYiIiFrk5uaGiRMnYtiwYU2SPN0hwaNWq/H1118jISEBqampyM3NbXUfLy8vhIWFISYmBpMmTeLIJSIiIiIiIiIiM2GSh4iIqAcqLi7GBx98gI0bN4pzEBkqNzcXiYmJSExMhI+PD2JjYzF//nzOQURERERERERE1MmY5CEiIupBBEFAQkIC4uLiUFZWpnObrQLw9ZDC31MKX3cZetsBVjIJ6tQCyiqB7AI1LudpkJ2vQZVSu09OTg6WLl2KNWvWYO3atYiOjoZEIjHDPSMiIiIiIiIi6nmY5CEiIuoh8vLyEBsbi+TkZHGbRAKEBMgQFSpHSIAMMqn+BM34IdqPDWqNgPRLauxNUyH9khqCAJSWlmLOnDnYuXMnNm3aBA8PD5PfHyIiIiIiIiKino5JHiIioh7g8OHDmDJlCkpKSsRtYwfLED3BGu59pG3qSyaVIHSAHKED5Ci4qUHCgVocPK0GACQnJyMoKAhJSUkICAgw6n0gIiIiIiIiIiJdTPJQpyouLjZ3CBatuceHj5mWRqNpU3s+bi3judZ2Xfkx++GHHxATE4Pq6moAgLODBC9Mt8aIwI5/DHDvI8XiR20wOliF9btrUVIuoKSkBBEREXjvvfeatO8qj5m5dOXzzJz4uLUdH7O242PWdnx8iIiIiIhMTyIIgmDuICxdbm4uvL29AQDXr1+Hl5eXmSPqGoqKiuDm5mbuMIiIqJGh/jK8MlMBB1vjz5tTXiVg1Q4lTl5WG71vIiLqHgoLC+Hq6mruMLoEfg8lIiIiIkO0rT4LERERdVkjB8qwYrZpEjwA4GArwYrZCowcKDNJ/0REREREREREpItJHiIioh5gqL8MS2YpYC03TYKnnrVcgiWzFBjqz0QPEREREREREZGpMclDRETUzTk7SPDKTNMneOpZy7XHc7bvnOMREREREREREfVUHZ9xmagNMjMz4eLiYu4wLFZxcTEGDhyos42PWev4uLUdH7O260qP2Y0bNxAaGopbt24BAF6Ybm2yEm36ONhK8MJ0a6zcptTZbqmPmaXoSueZJeHj1nZ8zNqOj1nbNfeYERERERGRcTHJQ53KxcWFE622ER+z9uHj1nZ8zNrOUh+zzZs3iwmesYNlGBFonn/3IwbKMXawCgdPq8VtlvqYWTI+Zu3Dx63t+Ji1HR8zIiIiIiIyN5ZrIyIi6kbUajU2bNgAAJBIgOgJ1maNZ/Z4a0gaDSJSq9X6GxMRERERERERUZswyUNERNSN7Nu3D9euXQMAhATI4N7HvP/qPfpKEeIvE9e///57M0ZDRERERERERNS9MMlDRETUjcTHx4vLUaGWUZU1Kqwhju3bt5sxEiIiIiIiIiKi7oVJHiIiom4kNTUVAGCr0I7ksQQhATLYKrTLJ0+eNG8wRERERERERETdCJM8RERE3URhYSFyc3MBAL4eUsikklb26BwyqQS+7tqPHHl5eSgqKjJzRERERERERERE3QOTPERERN3EiRMnxGV/T8v6F+/XKJ7GcRIRERERERERUftZ1hUgIiIiardz586Jy77ullGqrZ6fR0M8GRkZZoyEiIiIiIiIiKj7YJKHiIiom6ioqBCXe9uZMZBmONo2LFdWVpovECIiIiIiIiKiboRJHiIiom6itrZWXLaSWcZ8PPWs5A3xKJVKM0ZCRERERERERNR9MMlDRETUTVhbW4vLdWrBjJE0VadqiEehUJgxEiIiIiIiIiKi7oNJHiIiom7C3t5eXC6zsIpot6oalu3sLKyWHBERERERERFRF8UkDxERUTcxaNAgcTm7QG3GSJrKym+IJygoyIyREBERERERERF1H0zyEBERdRPDhg0Tly/nacwYSVNZjeJpHCcREREREREREbUfkzxERETdhJubG7y8vAAA2fkaqDWWMS+PWiMgu0Cb5PH09ISrq6uZIyIiIiIiIiIi6h7k5g6AyBQ0Gg0uXbqEEydO4MyZMygpKUFNTQ1qa2thbW0NGxsbODs7495778WwYcMQEBAAqZQ5TyLq+sLCwpCYmIgqJZB+SY3QAeb/V59+SY0qpXZ56NCh5g2GiIiIiIiIiKgbMf+VHyIjEAQBP/74I7766iukp6fj1KlTqKioMHh/e3t7DBkyBCEhIZg2bRpGjx4NiURiwoiJiEwjJiYGiYmJAIC9aSqLSPLsTVWJy7NmzTJjJERERERERERE3Yv5r/wQdUBZWRm2bt2K//73vzh//ny7+6moqMDPP/+Mn3/+Ge+++y4GDhyIZ555BrNnz4ajo6MRIyYiMq1JkybBx8cHOTk5SL+kRsFNDdz7mG+kYv4NDdIvq8X1cePGmS0WIqLOpqqpwc1z59Bn0CDIbWzMHQ4REREREXVDTPJQl5SVlYW3334b27ZtQ2VlZZPbnWyk8HKUw8tBBk9HORwVUlhJJZBLAZUGqNMIuKXUIO+WCrnlauTeUqG0pmFS8MzMTDz33HNYvHgxnnzySSxcuBB+fn6deReJiNpFJpMhNjYWS5cuhSAACQdqsfhR811Y3PpdLYRGUwPJZDKzxUJE1NkOL1yIvIMH4TVuHEa/9565wyEiIiIiom6ISR7qUtRqNdauXYt//OMfqKmp0bmtn5McI7xsENDXCnbWrf9q3cMBGOBiLa5X1Gpw+UYdjubW4EqptrRQZWUlNm7ciPj4eLz++ut48cUXeYGSiCze/PnzsWbNGpSWluLgaTVGB6swIrDz/+UfzVTh4Gl16w2JiLqhqt9+Q97BgwCA3O+/R9Xvv8P2jjvMHBUREREREXU3TPJQl3Hx4kXMnTsXR48eFbcpZMBQdwVGeNnA3aFjp7O9tRRD3BUY4q5AQbkKR3JrcLJAiVo1UFNTg4ULF+KLL77ARx99hP79+3f07lAXotFocOnSJZw4cQJnzpxBSUkJampqUFtbC2tra9jY2MDZ2Rn33nsvhg0bhoCAAEil5iuPReTi4oK1a9dizpw5AID1u2sR5CODg23nzTVWXiVg/e7aTjsemU5hYSFOnDiBc+fOoaKiQnzvs7e3x6BBgzBs2DC4ubmZO0wii3P9u+901w8cQP8nnjBTNERERERE1F0xyUMWT6PR4N1339UZvSMBMOouGzzo2ws2cuNfTHd3kOORQHtE+tvi2+xqHLpWAwHAkSNHMHjwYLz++ut46aWXeCG/mxIEAT/++CO++uorpKen49SpU6ioqDB4f3t7ewwZMgQhISGYNm0aRo8eDYmk8y6uEwFAdHQ0du7cieTkZJSUC1i1Q4kVsxWwlpv+XKxVCVi1vQYlFULrjcniqNVqfP3110hISEBqaipyc3Nb3cfLywthYWGIiYnBpEmTOOqVDNadk4jXU1KarDPJQ0RERERExsYkD1m0uro6zJ07F5988om4zaWXFI8Oskc/ZyuTH99GLsXU/nYIcrPGznMVKK7WiKN6Tp8+jY8++ghWVqaPgzpHWVkZtm7div/+9784f/58u/upqKjAzz//jJ9//hnvvvsuBg4ciGeeeQazZ8+Go6OjESMm0k8ikWDjxo0IDg5GSUkJTl5WY/V2JZbMMm2ip1YlYPV2JU5maVpvTBaluLgYH3zwATZu3IicnJw27Zubm4vExEQkJibCx8cHsbGxmD9/PlxcXEwULXVVPSWJWHPjBopOnNDZVnTiBGpu3oRNnz5mioqIiIiIiLojJnnIYtXU1ODRRx9FUlISgIbROxP9bGEt69xREfc4W+GlEU7Yn1UljurZtm0bysrK8Pnnn8PGxnyTmlPHZWVl4e2338a2bdtQWVnZ5HYnGym8HOXwcpDB01EOR4UUVlIJ5FJApQHqNAJuKTXIu6VCbrkaubdUKK1puMCdmZmJ5557DosXL8aTTz6JhQsXws/PrzPvIvVQnp6eSEpKQkREBKqrq3EkU40VW5V4ZabCJKXbyqu0I3jqEzy2traoqqoy+nHIuARBQEJCAuLi4lBWVqZzm60C8PWQwt9TCl93GXrbAVYyCerUAsoqgewCNS7naZCdr0GVUrtPTk4Oli5dijVr1mDt2rWIjo7maEbqcUnE3O++g6DRTXYLGg1yv/sOfn/5i5miIiIiIiKi7ohJHrJIdXV1OgkeuRR4MtgBg9yszRaTtUyCqf3t4OtshW1ny6HSAElJSZg5cyYSExM5oqcLUqvVWLt2rU4pwHr9nOQY4WWDgL5WsLNuvSyfhwMwwKXh/Kyo1eDyjTocza3BlVIVAKCyshIbN25EfHw8Xn/9dbz44otd4tfI1LWFh4djz549mDZtGqqrq3HyshpPr6vGC9OtMSLQeB8DjmaqsH53rViizdbWFvHx8fgLL2ZatLy8PMTGxiI5OVncJpEAIQEyRIXKERIgg0yqP0Ezfoj2HFJrBKRfUmNvmgrpl9QQBKC0tBRz5szBzp07sWnTJnh4eJj8/pDl6alJxGu3lWqrdz0lhUkeIiIiIiIyKiZ5yOJoNBrMnTtXTPBYy4C5gx3h18cykiiD3Kzx1BBHfHz6FmrVwFdffYW5c+ciISGBc/R0IRcvXsTcuXNx9OhRcZtCBgx1V2CElw3cHTr29mhvLcUQdwWGuCtQUK7CkdwanCxQolYNseTfF198gY8++gj9+/fv6N0halFERARSUlIwZcoUlJSUoKRcwMqtSowdrEL0BGu492n/e1f+DQ22fleLg6fV4jZnZ2ckJSUhICDAGOGTiRw+fFg8J+qNHSxr1zkhk0oQOkCO0AFyFNzUIOFAwzmRnJyMoKAgJCUlITw83Kj3gSxbT00iKktL8fuxY83e9ltaGmrLymDdu3cnR0VERERERN0Vkzxkcd59911xDh651LISPPX8+lhh7mBHfHjqFlQa4JNPPsGQIUPw8ssvmzs0aoVGo8G7776rM3qnvhTgg769YCM3fqLO3UGORwLtEelvi2+zq8WSf0eOHMHgwYPx+uuv46WXXmKSkEwqPDwcZ8+e1bngevC0Gj+cqUaIvwxRYa1fcK0nXnBNVSH9svaCa73IyEjxgmtRUZGp7g51UEpKiji6CwCcHSRGG93l3keKxY/aYHTwH6O7ygWUlJQgIiICe/bsQURERIePQZavuyYR77C2xgxXVzj8MRL3xMKFsLbWHWleW1YGQaVqdn9BpcL38+e3mORR9O6N4Oefh6OPj/ECJyIiIiKibotJHrIoFy9exD/+8Q8A2gvvTwY7WFyCp55fHys8GeyA+DPlEAD84x//QFRUFEdlWLC6ujrMnTtXTCICgEsvKR4dZI9+zqY/z2zkUkztb4cgN2vsPFeB4mqNOKrn9OnT+Oijj1j2j0yqfo6exqWTBAE4fkmN45fU2tJJ7lL4eUrh5yGDoy1gJZegTiXgVhWQla9GVp4G2QUNpZPqOTk5Yd26dZg9e7ZFlk6iBocOHdJJ8Az1l5lknqYRgXIE+ciwaocSJy+rUV1djWnTpiElJYUjerq57pxEnObigpGNEjQ309Pb3MfNc+dabSNTKBD2r3+1uW8iIiIiIup5mOQhi6FWqzF37lxxdMWou2zMOgePIQa5WWPUXTb4+VoNampqMHfuXPz888+cZ8UC1dTU6MzzVD96Z6KfLaxlnXtB+h5nK7w0wgn7s6rEUT3btm1DWVkZPv/8c9jY2HRqPNSzSCQSxMTEIDIyEps3b8aGDRvESdCrlMDZqxqcvaoB0Pyv0G/n4+ODBQsWYN68eRY9CTpp5eXlYerUqeLF95EDZVgySwFruWneBx1sJVgxW4HV25U4kqlN9EyZMgUZGRkWVV6LjKe7JxFPl5fj/t69ITVlMlsigcfo0abrn4iIiIiIuhXWBiKLsXbtWnF+FBdbKSb62Zo5IsNM9LOFSy/tS+no0aNYt26dmSOi29XV1ekkeORSIOZeB0ztb9fpCZ561jIJpva3Q8y9DqivEJeUlISZM2eirq7OLDFRz+Li4oIlS5YgOzsbSUlJmDFjBry9vQ3a19vbGzNmzMDevXuRnZ2NJUuWMMHTBQiCgNjYWLF81lB/0yZ46lnLJVgyS4Gh/tofQJSUlODpp5+G0LjOH3ULzSURV8w2foKnXn0SceRA7blVn0TMz883yfEA4Fh5OVbl5OCmif5X93Jzw/gPP8RdDz1kkv6JiIiIiKj74UgesghZWVk6Zdoe/f/s3Xd4U2X7B/BvRpOQDlootRMEutijSFni60BAylAQUCmFVyiICvIDFXgBUVBcKPgqspSp7FdqQRAUVCgFoezZggodlLbQ3SZpxu+P0EMLLXQkOUn5fq6r13WSnHOe+5xmPvd57qeli2id79WlkEnwfCsXLDmaBxOA//znPxgwYAACAwPFDo1gnoNn9OjRQoJHIbOveZ5aeSnwcgc3rDyRB50B+PHHHzF69GisWbOGc/SQTchkMkRERCAiIgIAkJGRgWPHjuHMmTMoLCyEVquFUqmEs7MzWrdujbCwMDRq1EjkqKkm1qxZI8zH5OEqwfRh1k/wlFLIze1FLyxGdoEJO3bswNq1azFy5EibtE/WJ3YScc5a84ie0iRibGys1UpHnisqwvS//kK0ry/CXF0ttl+/f/0L4fPmQeXhYbF9EhERERFR3cckD9mFTz/9tFyZNlvMj2JJzTyc0L2xCgdulW1bsGABvv76a7HDIgCff/65MAePXGpfCZ5SgQ2cMLq9G745nge9Efjuu+/QoUMHTJkyRezQ6AHk5eWFPn36oE+fPmKHQhaUlZWFSZMmCbcnDlJYbXRFZVzV5nlZ3l1nntBp0qRJeOaZZzgKrI540JKIBQYDPktOxtElS5C0ZAmMOl2N9yVVKNBh6lQEv/gi5zQjIiIiIqJq42XiJLrc3FysW7cOAKCUAU83rydyRDXTu3k9KG5NxbN27Vrk5eWJGxDh4sWL5UaIjWjjancJnlKBDZwwoo0rSrt2Zs6ciYsXL4oaExHVHcuXL0dubi4A4PH2MnRtIc51Pl1byvF4e/OHZU5ODlasWCFKHGRZ9pRELDVp0iRkZWVZvd3Gzz2H3uvXw61Zsxpt79asGXpv2ICQl15igoeIiIiIiGqESR4S3dq1a1FYWAgA6OijhErumE9LlVyKjj5KAEBhYSHWrl0rckQPNoPBgNGjR5cbIdbKS3GfrcTVykuBHo1VAACNRoPRo0fDYDCIHBVR3ZSRkYGdO3fi008/xZw5czBjxgzMmTMHn376KXbu3ImMjAyxQ7QYg8GAJUuWAAAkEmDkU+K+F0Y+qUBpX/aSJUv4PlcHPOhJRI/QUPTZtAnuwcHV2s49OBh9Nm2CR0iIlSIjIiIiIqIHAcu1kahMJhMWL14s3O7qrxIxmtrr6q/CoRRzGZrFixdjwoQJvCpTJEuXLkV8fDwAwFMtRZ9AtcgRVU2fQDXOZ+qQVWxEfHw8Fi1ahP/7v/8TOywih2cwGPDTTz9hzZo1OHToEFJSUu67jb+/P7p06YKoqCj07dsXMpnMBpFa3s6dO3H16lUAQKdgGXwaiHsxhW9DKToFyXAk0YArV65g165d6Nevn6gxUc3ZYxLxt5PFMJnMScQ333zTJq9diVSKgtTUam1TkJoKiYO+rxARERERkf1wzCETVGf8/vvvOH/+PACgqbscPq6OnXf0dZWjqbv5GM6dO4c//vhD5IgeXB9++CEAc5m2oS1doJA5RrJNIZPg+VYuQtm2//znP7h06ZKoMRE5sqysLMyfPx/NmzfHgAEDsGXLlioleAAgJSUFW7ZsQf/+/dG8eXPMnz/fJuWfLG316tXCckS4fXzORnS5HceqVavEC4RqzV6TiACEJKItXDt4EPpbI9OrSl9YiPSDB60UERERERERPSiY5CFR/fjjj8Kyo4/iKVX2OGJiYkSM5MFWtkxbUw/7nIenMs08nNC9TNm2BQsWiBwRkeMxmUxYvXo1AgMDMWPGDFy5ckV4TK0E2jSV4rkecrz5vBLzRinx0csqzBulxJvPK/FcDznaNJVCrby9vytXrmDGjBkICgrC6tWrYTKZRDiqmjl06BAA83F3CraPUQOdgmXC+T18+LC4wVCtMIlolrxnj023IyIiIiIiKmUfv8TogXX06FFhObihY3XEVyaozHEkJCSIGAkpZcDTzeuJHUaN9G5eD3+maqAzmOet+uijj+Dm5iZ2WFazefNmzJ49G/n5+ZWu4+rqirlz52LIkCE2jIwcUWpqKsaNG4cdO3YI90kk5sRCRLgcnYJlkEkrH933ZAfz1yOD0YSjiQZsP6zH0UQDTCbzPB+jRo3C5s2bsWzZMvj6+lr9eGojIyNDGLnU3Fd6z+O2JZlUguY+Upz+x4jk5GRkZmaiUaNGYodFNWDPScQirW2SiMaSEqTu21ejbVP27oWxpARSp7rxPZiIiIiIiGyPI3lINEajEcePHwcAuKukcFbUjaeji0IKd5X5WI4fPw6j0ShyRA+ujj5KqOSO+bxSyaXo6GO+zL2wsBBr164VOSLrmj17Ni5cuIDU1NRK/y5cuIBZs2aJHSrZubi4OLRp06Zcgufx9jJ8O6Ue5kapEB4qr3KiQyaVIDxUjrlRKnw7pZ4woTsA7NixA61bt0ZcXJzFj8GSyl5sEORnX++HgWXi4UURjsnek4gAhCSiNV3/80/o8vIqfMz/yScR8dNP8H/iiQof1+Xl4fqRI9YMj4iIiIiI6jj7+rVPD5TExEQUFBQAAPzd6tagMj9Xc0dgfn4+kpKSRI7mweXoJQDLxr948WKHKg9VXfcawVOT9ejBtGfPHvTq1QvZ2dkAAA9XCd6JVOLtoapazxPi00CKt4eq8E6kEh6u5o7s7Oxs9OrVC3vsuNzS2bNnheXmPvYxyqJUoO/teM6cOSNiJFRTTCKaVVRyTapQ4JFZs/DookVwa9IEj37xBTrNnAmpQlGl7YmIiIiIiKrKvn6N0QOl7A9uf1f76niqrbJJK16dLI6m7nL4uDp28tDXVY6m7uZjOHfuHP744w+RIyKyXwcOHMDAgQNRXFwMAOgYJMOySfXQtYVl3we6tpBj2aR66HhrYvfi4mIMHDjQbkf0lF5MAQD1nUUMpAJu6tvLhdWcsJ7sA5OIgMlgQMreveXuq9+8Ofps3Iig4cMhkZiTwhKJBMEvvIA+GzeifvPm5dZP+fVXGA0Gq8VIRERERER1G5M8JJqTJ08Ky351bCRP2STPiRMnxAvkAeboo3hKlT2OmJgYESMhsl+pqakYMGCAkODp1lKGOZFKuKqtUzrKVS3BnEglurW8nejp378/0tLSrNJebeh0OmHZSWYfpbRKOclvx6PVakWMhGqKSURAk5kJzY0bwu3AYcPQe+NGuAcHV7i+e3Awem/ciMChQ2/v48YNFF+/brUYiYiIiIiobmOSh0RTWk4HANyUdeupWPZ4cnJyxAvkARbcsG5MYBxU5jg4KozobiaTCePGjRM+UzoGyTBtuBIKuXUTGgq5BNOGK4URPdnZ2YiOjra7soqKMqWhSgz2FVuJ/nY8SqVSxEiopphEBFSNGuHh/v1RPzAQjy5ciM6zZ0Ner949t5HXq4fO77yDHp9/jvqBgXh4wACovb2tFiMREREREdVtdWv4BDkUjUYjLDvZyUS9llL2eMoeJ9mGu0oKZ0XdSBy6KKRwV0mRozHi+PHjMBqNkErrxrERWcKaNWuwY8cOAOY5eKYPs36Cp5RCbm4vemExsgtM2LFjB9auXYuRI0fapP2qcHFxEZZz7awiWl7R7WVnZzsbBkJVwiQiIJHJ0O3DD2u0beOnn0bjp5+2cERERERERPSgYU8hiabs1Z/yOvZMlJU5HpagsT3/Olb+z+/WnFX5+flISkoSORoi+5GVlYVJkyYJtycOUlitRFtlXNUSTBx0u6N70qRJyMrKsmkM99KqVSth+fI1+5rz41La7Xhat24tYiRUU0wiEhERERERia+Oda2TIyl79afeKGIgVmAoczwsQWN7/q72NflzbZVNWrFkG9Fty5cvR25uLgDg8fYydG0hToK3a0s5Hm9vft/JycnBihUrRImjImFhYcJyUqp9fdheKhNP2TjJcTCJSGLbvHkzWrRoAX9//0r/WrRogS1btogdKhERERGR1TDJQ6JRqW5PKF9itK8SH7VV9njKHifZhl8dG8lTNslz4sQJ8QKxIldXV4uuR3WfwWDAkiVLAAASCTDyKcV9trCuyCcVkNwaRLRkyRIYDPbR4e3l5QV/f38AwOU0Iwx28nlrMJpw+Zo5yRMQEIBGjRqJHBHVBJOIJLbZs2fjwoULSE1NrfTvwoULmDVrltihEhERERFZTd3qCSWH4uHhISznaY3wrUN9t3na2x0L7u7u4gXygHJT1q38ddnjycnJES8QK5o7dy5mzZqF/Pz8StdxdXXF3LlzbRgV2bOdO3fi6tWrAIBOwTL4NBD3de/bUIpOQTIcSTTgypUr2LVrF/r16ydqTKW6dOmCLVu2oEgLHE00IDxU/K9/RxMNKLpVzTQ8PFy0ODIyMpCQkICzZ8+ioKAAOp0OCoUCLi4uaNWqFcLCwuDl5SVafPauNImYkpIiJBFldjDPIpOID457fW+oyXpERERERI5I/F/59MBq166dsJyap0eop7hXYVtSSp5eWG7fvr14gTygnOygg8mSyh6PRqMRMRLrGTJkCIYMGSJ2GORAVq9eLSxHhNvH15mILnIcSTSP4Fm1apXdJHmioqKEUkXbD+vtIsmz/dDtz8lRo0bZrF2DwYCffvoJa9aswaFDh5CSknLfbfz9/dGlSxdERUWhb9++kMnqVknQ2mISkYiIiIiISFx163J3cihlS2ek5NtHWRtLKZvkYYkQ25PXsXc2WZnj0Wq14gVCZEcOHToEAFArzSN57EGnYBnUt6ZhO3z4sLjBlNG3b180adIEgLnz+9pNcctqpd0w4miS+XO/SZMm6NOnj9XbzMrKwvz589G8eXMMGDAAW7ZsqVKCBwBSUlKwZcsW9O/fH82bN8f8+fORlZVl5YgdR1RUlLC8/bD+HmvajlhJRCIiIiIiIjHUsa5QciTBwcFwcXEBUD4pUhek3kpaubq6IigoSORoHjx6+5oWoNYMZY5HqVSKFwiRncjIyBA66Jv7Su2iPBQAyKQSNPcxf7VKTk5GZmamyBGZyWQyjBs3DgBgMgFrftGJGs/aX3Uw3ZoaaPz48VYdGWMymbB69WoEBgZixowZuHLlivCYWgm0aSrFcz3kePN5JeaNUuKjl1WYN0qJN59X4rkecrRpKhUSdwBw5coVzJgxA0FBQVi9ejVMJvuY40hMTCISERERERGJi0keEo1UKkWHDh0AADkaIwp1daNnvkBnRI7GfCwdOnSAVMqXma2V2MnE4pZS9nhUKpWIkRDZh4SEBGE5yM++3mMDy8RTNk6xjR07Vpgjbt8JA+LPi3NxRfw5PfadMHfAu7u7Y8yYMVZr69q1a+jfvz9GjRqF3NxcAIBEAjwSIsO7I5XYPEuNT8bWQ/QzSjzZQY5OwXK0ay5Dp2A5nuwgR/QzSnwyth42z1Lj3ZFKPBIig+RWPjEnJwejRo1C//79kZaWZrVjcAQPchKRiIiIiIjIHthXzwg9cDp16iQsJ94oETESy0kqcxws1SaOPG3dSBiWKns8pZ20RA+ys2fPCsvNfeyrAzfQ93Y8Z86cETGS8jw9PbFw4ULh9hfbdMgvsm1CPL/IhC+23U4ALFq0CJ6enlZr77HHHsOOHTuE24+3l+HbKfUwN0qF8FB5lUeAyaQShIfKMTdKhW+n1MPj7W//j3fs2IHWrVsjLi7O4vE7kgcxiUhERERERGQvmOQhUQ0YMEBYjk+pGxPKlz2OgQMHihjJgyu1jpX/K1vOsH379uIFQmQnCgoKhOX6ziIGUgE39e3lwsJC8QKpwMiRI9GvXz8AQHa+CfM3aqHT2ybRo9ObMH+DBtkF5vYiIiIQGRlp1TZzcnIAAB6uErwTqcTbQ1XwaVC7r74+DaR4e6gK70Qq4eFqThJlZ2ejV69e2LNnT21DdlgPYhKRiIiIiIjIXjDJQ6J67LHH0KJFCwDA3zl6XMt37M75tHw9/s4xH0PLli3Rs2dPkSN6MKXcmhOpriib5OHoMCJAp7vdkesks4/5eEo5yW/Ho9VqRYzkbhKJBEuXLoWHhwcA4FiSAR9usH6iR6c34cMNWhy7ZB6V6OHhgaVLl0Iisf7/rmOQDMsm1UPXFnKL7rdrCzmWTaqHjkHmUT3FxcUYOHDgAz2i50FLIpJ9cHV1teh6RERERESOiEkeEpVEIsGECROE244+mqds/BMmTLBJBxbdLaWOjeRJvZW0cnV1RVBQkMjREIlPoVAIyyUG+5qDq6RMp7ZSqRQxkor5+fkhNjYW9erVAwAcPGfAnLVaq426yC8yYc4aDQ6eM7+PqdVqxMbGwtfX1yrtldWtpQxzIpVwVVvns9hVLcGcSCW6tbyd6HmQ5+h5EJOIVDPdu3eHv79/pX8tWrTAli1bqrSvuXPnIjQ0FH5+fpX+hYaGYu7cuVY+KiIiIiIi8TDJQ6KLjIyEs7O53s6xa1po9I45n4pGb8Sxa+artp2dnXkFqYhyNEYU6hzzeXSnAp0RORrzsXTo0AFSKd+2iVxcXITlXPuqiIa8otvLpZ9t9qZ79+6IiYkREj3HkgyIXlRs8XlU4s/pEb2wWOh8V6vViImJQffu3S3aDgCYTOUTCR2DZJg2XAmF3Lod/Qq5BNOGK4URPdnZ2YiOjr4rngfFg5REpJpLSkpCampqpX8XLlzArFmzqrSvIUOG4Pz580hJSan07/z58xgyZIiVj4qIiIiISDzsLSTR1a9fHyNGjAAAaA3A7svFIkdUMz9fLobuVpWwyMhIuLm5iRvQAy7xRonYIVhEUpnjYKk2IrNWrVoJy5ev2Vd5xktpt+Np3bq1iJHcW+kcMqWjLrLzTXh3rRYfbdLg2s3aJcnTbhjx0SYN3l2nFcpneXh4YPfu3XjqqadqHXtFNm7cKCx7uEowfZj1EzylFHJzex4u5vZ27NiBtWvX2qRte1QXk4hke/n5+WKHQERERETkMJjkIbswdepUqFQqAMCBqxr8ne1YHfR/ZZcg7qq5VJtKpcKUKVNEjogcvfRfqbLHMXDgQBEjIbIfZROeSan2NWrvUpl47D0x2717d5w+fVqYRwUA9p0w4N8LijFrlQaHL+hhMFZtBIbBaMLhC3rMWqXBy58VY9+J28mufv364cyZM1brfM/KysLMmTOF2xMHKaxWoq0yrmoJJg66XUZw0qRJyMrKsmkM9qSuJRGJiIiIiIjsmWVnoSWqocDAQMybNw9Tp06FCcCmswWY3NUdCjubULsiOoMJm88WoLQb7P3330dgYKCoMRHwd44e1/L18HF13Le5tHw9/s4xX/ncsmVL9OzZU+SIiOyDl5cX/P39kZKSgstpRhiMJsik4n9eGIwmXL5m7sAOCAhAo0aNRI7o/krLa61ZswaTJk1Cbm4uTCbgSKIBRxINUCuB5j5SBPpJEegrg5sacJJLUKI3Ia/IPHLpUqoRl68ZUaQtv293d3csWrQIkZGRVp0fZfny5cjLywMAPN5ehq4txHnf79pSjsfb67HvhAE5OTlYsWIFpk2bJkos9qA0iThu3Djs2LEDgDmJ+NvJYnQKkiGiixydgmVVeu0ajCYcTTRg+yE9jiYZULYaXr9+/bBs2TKWaCMiIiIiogeW4/Z+Up3zxhtvYOvWrYiPj0dWsRG7LhVhQIh9zmdQ1q5LRcgqNnfqdevWDZMmTRI5IioVn6LBcy1c7r+inSo7imfChAmcRJqojC5dumDLli0o0gJHEw0IDxX/K83RRIOQ6AgPDxc3mGqQSCSIiopCv379sGLFCixZsgRXrlwBABRpgdP/GHH6HyOAqpXbatKkCcaPH48xY8bA09PTipEDBoMBS5YsAQBIJMDIpxT32cK6Ip9U4LeTxTCZgCVLluDNN9+ETCYTNSYx1YUkIhERERERkb0Tv0eE6BaZTIaVK1eiffv20Gg0OHBVg+YeTmjlJW6Hzb2czdDhQJkybStXrnygO3PszbFrWjwTpIZK7niVKTV6I45dM/doOTs7IzIyUuSIiOxLVFQUtmzZAgDYflhvF0me7YduJ0FGjRolXiA15OnpiWnTpuHNN9/Ezp07sXr1ahw+fBjJycn33TYgIADh4eEYNWoU+vTpY7PPwp07d+Lq1asAgE7BMvg0EPf93rehFJ2CZDiSaMCVK1ewa9eucuXwHkSOnEQkIiIiIiJyBOL3iBCVERISUq5s27rT+Xi5gxsCGziJHdpdLt0swbrT+UKZtnnz5iE4OFjUmKg8rQHYfbnYIUaE3enny8XQ3ZrSIjIyEm5ubuIGRGRn+vbtiyZNmuDKlSs4mmjAtZtGUTv4024YcTTJ/KJt0qQJ+vTpI1ostSWTyRAREYGIiAgAQEZGBo4dO4YzZ86gsLAQWq0WSqUSzs7OaN26NcLCwkQrTbd69WphOSLcPr7WRnSR40ii+bmwatWqBz7JU8oRk4hERERERESOwD5+DROVMXnyZBw/fhzfffcd9EZg5Yk8jG5vX4meSzdLsPJEHvS35g4eMWIEJk+eLG5QVI5KpRJGhLXxUqCph/08f+7nr+wSxJUZITZlyhSRIyKyPzKZDOPGjcOMGTNgMgFrftHh7aEq0eJZ+6tOmCdk/PjxdaoT2svLC3369LHLxNWhQ4cAAGqleSSPPegULINaaR6lcvjwYbHDsTuOlEQkIiIiIiJyBEzykN2RSqVYuXIl8vLyEBsbC50B+OZ4Hka0cbWL0m1nMnT47nS+kOAZMGAAvv32W0iljlcSrC6bNm0a5syZAxOATWcLMLmrOxQy+6/ZrzOYsPlsgTBC7P3330dgYKCoMRHZq7Fjx+Ljjz9GTk4O9p0woGcbPbq2sP1Xm/hzeuw7YR654e7ujjFjxtg8hgdRRkYGUlJSAADNfaWQSe3jPV4mlaC5jxSn/zEiOTkZmZmZTFLcgz0nEUk8rq6uYodAREREROQwHCrJo9PpsHbtWmzevBknT57EzZs34eTkBD8/P3Tv3h3R0dHo0qWL2GGSBTg5OWHTpk0YOnQoYmNjoTcCq0/mo0djFfoEqkXprNcZTNh5qQhxVzVCB/yAAQOwceNGODk5ziiRB8W4cePw888/Iz4+HlnFRuy6VOQQZdt2XSpCVrE5g9itWzdMmjRJ5IgsZ/PmzZg9ezby8/MrXcfV1RVz587FkCFDbBgZOSpPT08sXLhQmP/mi206tG4ig6vadp8R+UUmfLFNJ9xetGgR5wmxkYSEBGE5yM++LrQI9JPemmfGHKc9JDAyMjKQkJCAs2fPoqCgADk5OWKHRA+ooKAgFBUVVfp46XcBIiIiIiKqGodJ8iQnJ6Nfv344ffp0uft1Oh0SExORmJiIlStXYvLkyViwYAEkEvu4mpNqTqVSYevWrRg9ejS+++47mADsv6rB+UwdhrZysWn5rb+yS7DpbAFu3Op8B8wl2r799lsmeOyUTCbDypUr0b59e6FsW3MPJ7sYDVaZsxk6HChTpm3lypV1quTT7NmzceHChfuuN2vWLCZ5qMpGjhyJzZs3Y8eOHcjON2H+Ri3mRCqhkFv/e4BOb8L8DRpkF5hT/xEREYiMjLR6u2R29uxZYbm5j329Vwb6ygDoAQBnzpwRJcljMBjw008/Yc2aNTh06JAw6ule2rdvj27duiEqKgp9+/atU59BZD/i4uI4uo2IiIiIyILs67LHSuj1+nIJnrZt22LVqlWIj4/H7t27MXv2bDg7m6/Q//zzz/Hpp5+KGS5ZkJOTE9asWYNPP/0UKpV5roWsYiO+PpqHmIuF0OiN99lD7Wj0RsRcLMSSo3lCgkelUuHTTz/F6tWrmeCxcyEhIZg3bx4AwARg3el8XLpZIm5Qlbh0swTrTucLo8TmzZuH4OBgUWOytHuN4KnJekQAIJFIsHTpUnh4eAAAjiUZ8OEGLXR60322rB2d3oQPN2hx7JL5s8HDwwNLly7lRSY2VFBQICzXt7OBmm7q28uFhYU2bTsrKwvz589H8+bNMWDAAGzZsqVKCR4ASEtLw5YtW9C/f380b94c8+fPR1ZWlpUjJiIiIiIiotpwiJE8MTExQoKna9eu2L9/f7krC3v16oUBAwaga9euKCkpwfz58zF58mTI5Q5xeHQfUqkUU6ZMQUREBEaPHo34+HiYABy4qsGfqRp09FGim78KPq6W+3+n5esRn6zBsXQtdIbb93fr1g3ffvstQkJCLNYWWdfkyZNx/PhxfPfdd9AbgZUn8jC6vRsCG9hPgu7SzRKsPJEnzPM0YsQITJ48WdygiByIn58fYmNj0atXLxQXF+PgOQPmrNVi+jClVUq35ReZR/CUJnjUajViY2Ph6+tr8baocjrd7TJ5TnY255pTmZFkWq3WJm2aTCasWbMGkyZNQm5ubrnH1ErzvEVBflI095GhvrP5nJUYTMgtBC5fMyAp1YjLaUYU3Qr3ypUrmDFjBj7++GMsXLgQI0eOZBKTiIiIiIjIDjlEFiQuLk5Ynj59eoWlI8LCwhAREYEffvgB2dnZuHDhAlq3bm3LMMnKQkJCsH//fixcuBAzZ86ERqOBzgAcStHiUIoWTd3l6OqvQlBDJ7goqj9IrUBnRNKNEsSnaPB3jr7cYyqVCu+//z4mTZrE0iUORiqVYuXKlcjLy0NsbCx0BuCb43kY0cbVLkq3ncnQ4bvT+UKCZ8CAAfj2228hlTrEQEsiu9G9e3fExMRg4MCBKC4uxrEkA6IXFWPiIAW6trDc1534c3p8sU0nlGhTq9WIiYlB9+7dLdYGVY1Ccfs9vMRg3ZFb1VVSZiSZUqm0enupqakYN24cduzYIdwnkQCdgmWICJejU7AMMmnlCZonO5hfIwajCUcTDdh+WI+jiQaYTEBOTg5GjRqFzZs3Y9myZUxmEhERERER2RmHSPKUvVKzWbNmla7XvHlzYdlWV02SbclkMkyZMgUDBw7EggULsHbtWqEMyt85evydYy7d4q6Sws9VBn83Ofzd5HBTSuEklUAmBQxGoMRoQp7WiJQ8PVLy9EjNNyBHc3fpNxcXF4wYMQJTpkxBYGCgTY+VLMfJyQmbNm3C0KFDERsbC70RWH0yHz0aq9AnUA2FCFeA6wwm7LxUhLirGqFE24ABA7Bx40aWASSqoV69emHPnj3o378/srOzkZ1vwrtrtXi8vR4jn1LAp0HNk6dpN4xY+6sO+07cHt7p4eGB2NhYJnhE4uLiIizn2rYi2n3llZlTvrSksLXExcUJz/lSj7eX1eg5L5NKEB4qR3ioHNduGrHml9vP+R07dqB169Z8zhMREREREdkZh0jylJ2X4q+//kKrVq0qXO/y5csAzPX5g4KCbBIbVY+l6rrXr18f7733Ht58801s2rQJq1atwsWLF4XHczRG5GiMOJtZs/lXQkJCMHr0aDz//PNwdXUFAGRmZlok9nup6PywFv79VfW8LVmyBAqFAlu3boUJwP6rGpzP1GFoKxc09bBdYuWv7BJsOlsgzPMEAEOGDMGiRYuQn59vkzlpxHiuGY1Vm0PLaDTa5PVWXXx9Vp8Y5yw4OBi//fYbpk6dij179gAA9p0w4LeTxegUJENEl/uPaigljGo4pMfRJPOohlK9evXCggUL4O3tbdHnK59nVefv7y8sX75mEEaj2INLabeTgQEBAVZ7T/vtt98QFRWF4uJiAICHq8Rio9d8Gkjx9lAVera5NXot34Ts7Gz06tULq1evxr/+9a9at+Fo+PqsPp4fIiIiIiLrk5hMJvuqb1GBzMxMBAYGIi8vD927d8fvv/9+V8ms48ePo0uXLtDpdHjhhRfw/fffV3n/95uM9tq1a+jcuTMAIDk5uVynAlUuMzMTXl5eYodBdF8SAN0bq9C7eT2o5NYrk6bRG/Hz5eJyo3eIyPbUSqC5jxSBflIE+srgpjbPoVKiNyGvyNxBfynViMvXbs9PQvatTVMpPhlbT+wwBG8uK8bpf6qW2LaUjkEy685DtVGLY0mG+69MdB8ZGRlo1KiR2GE4hJSUFAQEBADg71AiIiIiqpz9XPJ4D40aNcKqVavw0ksvIS4uDo888gjeeOMNBAcHo6CgAHFxcViwYAF0Oh3at2+Pzz77rFr7L/3iTEQPJhOAA1c1+DNVg44+SnTzV8HH1XJvj2n5esQna3AsXQsd+8eIRFekBU7/Y7zVCa+/7/pk/y6nGWEwmqo0QsvaDEYTLl+zbYKnW0sZpg1XQiG3zvG7qiWYE6nEhxu0OHiOH2RERERERET2xCGSPADw7LPP4ujRo/jss8/w7bffIioqqtzjDz30EN59911ER0dbvfY5EdVNOgNwKEWLQylaNHWXo6u/CkENneCiqP7ongKdEUk3ShCfosHfOexEJiKypiItcDTRgPBQ8b/aHk002HQEWMcg6yZ4SinkEkwbrsSctRzRQ0REREREZE/E/yVcRSUlJfj+++8RGxuLiirMXb9+HevXr0dwcDD69etXrX0nJyff8/Gy5dqI6MHwd44ef+cUAADcVVL4ucrg7yaHv5scbkopnKQSyKSAwQiUGE3I0xqRkqdHSp4eqfkG5GhsexU3EdGDbvthvV0kebYfsl1i38NVgunDrJ/gKaWQm9uLXliM7AIWHiUiIiIiIrIH4v8SroLCwkI888wz+OOPPyCTyfDWW29h9OjRaNasGTQaDQ4fPoz33nsPBw4cQP/+/fH5559j0qRJVd4/axvbzrlz5+Dp6Vnj7fPy8rB582asXLkSiYmJFosrJCQEo0aNwtChQ+Hq6mqx/VZXVlYWWrZsWe6+2p6zB4Glzlt+fj42bdqEVatW4eLFi8L9ORojcjRGnM0sqVF8ISEhGD16NJ5//nlRn19l8blWfTxn1cdzVn0VnbM33ngDW7duve9FKfcSEBCAkSNHYsSIEWjYsGFtw7QbBoMBnTt3RnJyMo4mGnDtphE+Daw3t9r9pN0w4uitUS4BAQH4888/75pHsjZu3LiB8PBw5OXlAQAmDlJYZQ6ee3FVSzBxkALvrjMPV6pfvz4OHTpUp55XleF7WvVVdM6IiIiIiMiyJKaKhsXYmalTp2LBggUAgFWrVt1Vqg0A9Ho9nn76aezbtw9SqRTHjx9H27ZtLdI+J7ysmczMTHh5eZW7r6YTrV66dAmffvop1q1bh8LCwrsed1dJzaMsXGXwKzPSQi4F9GVGWqTm6ZGSb0BKnr7CkRbOzs4YMWIEpk6disDAwGrHWVuWPGcPEkufN5PJhD/++AMxMTFISEjAsWPHUFBQUOXtXV1d0aFDB4SFhWHgwIHo2bMnJBLx54koi8+16uM5qz6es+qr6JzdSa0EmvtKEeQnRXMfGeo7A04yCUoMJuQWApevGZCUasTlNONdZcPc3d2xcOFCjBw50u7el2pq/vz5mDFjBgDg8fYyvD1UJVosH23SYN8JgxDXtGnTLLr/B+lY7RHf06qP56x2+DuUiIiIiKrC7pM8JpMJnp6euHnzJoKDg8tdXX+nuLg49OjRA4D5qtfPP//cIjHwy3XNWOJHncFgwMKFCzFz5kxoNJpyj5XOmRLc0AnOFp4zRaVSYd68eXjjjTcsegXu/fCHcM1Y+7wZjUYkJSUhISEBJ06cQE5ODjQaDbRaLZRKJVQqFdzd3dG+fXuEhYUhKCgIUql4V5JXBZ9r1cdzVn08Z9VXWZJHIgE6BcsQES5Hp2AZZNL7J2gMRhOOJhqw/bAeRxMNKPuNr1+/fli2bBl8fX0tGb4osrKyEBgYiNzcXADAO5FKdG1h+8Hq8ef0wugWd3d3JCUlWXSEh8FgQLNmzXD16lVIJMC3U+qJPmrp5c+KYTIBTZo0weXLl236nUkMfE+rPp6z2uHvUCIiIiKqCrsv13b9+nXcvHkTANChQ4d7rhsWFiYsX7hwwapxkfVdvHgRo0ePRnx8vHCfUgZ09FGiq78KPq61e/q6KKTo4KNEBx8lruXrcTBFg2PXtNAZAI1Gg6lTp+J///sfvv32W4SEhNT2cMiBSaVShISEICQkBC+++KLY4RBRHXb48OG77nu8vQwjn1JUu0NfJpUgPFSO8FA5rt00Ys0vOmHkxY4dO9C6dWvExsaie/fuFoldLJ6enpg7dy4mTpwIAPhimw6tm8hsWsYsv8iEL7bphNuLFi2yeAmvnTt34urVqwDMCT8xEzwA4NtQik5BMhxJNODKlSvYtWtXtefFJCIiIiIiotqz70vNAcjltzvy9fp7T2RbUnJ7voyy25FjMRqNWLBgAdq3by8keCQAHm2swsyeHniuhUutEzx38nGVY3ALF8zq6YFHG6tQ2i108OBBtG/fHgsWLIDReHd5NyIiIkvZs2cPhg4dKtz2cJXgnUgl3h6qqnWHvk8DKd4eqsI7kUp4uJo/5bKzs9GrVy/s2bOnVvu2B8OGDROWs/NNmL9RC53eNoPVdXoT5m/QILvA3F5ERAQiIyMt3s7q1auF5Yhw+/ieG9HldhyrVq0SLxAiIiIiIqIHmN0neRo0aAA3NzcAQHx8/D0TPb///ruw3LRpU6vHRpZXUlKCkSNHYurUqUJ5Ns96UrzSyQ0DQpyhklv3KauSSzEgxBnjO7nBs565rdJRPVFRUeUSiURERJZy4MABDBw4EMXFxQCAjkEyLJtUz+Jlx7q2kGPZpHroGGQuq1VcXIyBAwciLi7Oou3Y2p3zCx1LMuDDDdZP9Oj0Jny4QYtjl8wXgnh4eGDp0qVWme/o0KFDAMxzMnUKto+yaJ2CZVArzcsVjUIjIiIiIiIi67P7JI9UKhVKP6SlpeH999+vcL3s7Gy8/fbbwu2IiAibxEeWo9FoMHjwYHz33XcAbo/emdzVHU09nGwaSzMPJ0zu6l5uVM+6deswePDgu+YGIiIiqo3U1FQMGDBASPB0aynDnEil1cqNuaolmBOpRLeWtxM9/fv3R1pamlXaE8vBcwbMWatFfpF1Ej35RSbMWaPBwXPmEnhqtRqxsbFWmecoIyMDKSkpAIDmvtIqzclkCzKpBM19zD8nkpOTkZmZKXJEREREREREDx67T/IAwOzZs6FWqwEAc+bMwYABA7B161YcP34c8fHx+Pzzz9G+fXucO3cOAPDkk0/i6aefFjNkqqaSkhIMHToUsbGxAAC5FIhq54oBIc5QyMTpyFDIJBgQ4oyodq4oHUAUGxuLYcOGcUQPERFZhMlkwrhx45CdnQ3APIJn2nAlFHLrfvYp5BJMG64URvRkZ2cjOjoaJpNtSpzZyrEkA6IXFSP+/L1L/lZX/Dk9ohcWCyN41Go1YmJirDa/UUJCgrAc5GdfX98Dy8RTNk4iIiIiIiKyDfv6lViJ0NBQxMTECBPYxsbGYsiQIejYsSO6deuG//u//xMmon3iiSewefNmMcOlajIajRg9erSQ4FHIgJc7uKGVl0LkyMxaeSnwcgc3KG5VRvnxxx8xevRoztFDRES1tmbNGuzYsQOAeQ6e6cOsn+AppZCb2/NwMbe3Y8cOrF271iZt24K7uzsA8xw9767V4qNNGly7WbvP7rQbRny0SYN312mFOXg8PDywe/duPPXUU7UNuVJnz54Vlpv72EeptlKBvrfjOXPmjIiREBERERERPZgcIskDAE899RQuXLiAjz76CP/617/QqFEjODk5oV69emjatCmGDh2Kbdu24ZdffoGHh4fY4VI1fP7550KJNrkUGN3eDYENbFue7X4CGzhhdHs3YUTPd999h88//1zcoIiIyKFlZWVh0qRJwu2JgxRWK9FWGVe1BBMH3b6oYtKkScjKyrJpDNby+++/CyV/AWDfCQP+vaAYs1ZpcPiCHgZj1UYtGYwmHL6gx6xVGrz8WTH2nTAIj/Xr1w9nzpyx2gieUgUFBcJyfWerNlVtburby4WFheIFQkRERERE9ICy7Gy+VtawYUO89dZbeOutt8QOhSzk4sWLmDlzJgDzHDwj2rjaXYKnVGADJ4xo44rVJ/NhAjBz5kxEREQgJCRE7NCIiMgBLV++HLm5uQCAx9vL0LWFOF/LuraU4/H2euw7YUBOTg5WrFiBadOmiRKLJfn4+CA2NhZr1qzBpEmTkJubC5MJOJJowJFEA9RKoLmPFIF+UgT6yuCmBpzkEpToTcgrAi6lGXAp1YjL14wo0pbft7u7OxYtWoTIyEhIJNZPzOl0OmHZSaQytpVxKjPyTKvV3mNNIiIiIiIisgaHSvJQ3WIwGDB69GhoNBoAQI/GKrsp0VaZVl4K9Giswv6rGmg0GowePRr79++HTGZfpVOIiMi+GQwGLFmyBAAgkQAjnxL38y/ySQV+O1kMkwlYsmQJ3nzzzTrx2SaRSBAVFYV+/fphxYoVWLJkCa5cuQIAKNICp/8x4vQ/RgBVm7OnSZMmGD9+PMaMGSOUEbYFheL286PEYF/zJpXob8ejVCpFjISIiIiIiOjB5DDl2qjuWbhwIeLj4wEAnmop+gSq77OFfegTqIZnPfNLJz4+HosWLRI5IiIicjQ7d+4U5hPsFCyDTwNxv5L5NpSiU5A5qXPlyhXs2rVL1HgszdPTE9OmTcPly5eFuR0DAgKqtG1AQACGDBmC7du34/Lly5g2bZpNEzwA4OLiIizn2llFtLyi28vOznZWS46IiIiIiOgBwJE8JIpLly6VK9M2tKULFHZWfqQyCpkEz7dywZKjeTAB+M9//oMBAwYgMDBQ7NCIiMhBrF69WliOCLePr2MRXeQ4kmieb2bVqlXl5rOpK2QyGSIiIhAREQEAyMjIwLFjx3DmzBkUFhZCq9VCqVTC2dkZrVu3RlhYGBo1aiRy1ECrVq2E5cvXDHiyg308ZwBzWbtSrVu3FjESIiIiIiKiB5P9/EKkB8qnn35arkxbUw/7nIenMs08nNC9sQoHbpVtW7BgAb7++muxwyIiIgdx6NAhAIBaaR7JYw86BcugVprLmB0+fFjscGzCy8sLffr0QZ8+fcQO5Z7CwsKE5aRUo4iR3O1SmXjKxklERERERES2wXJtZHO5ublYt24dAEApA55uXk/kiGqmd/N6UNzql1u7di3y8vLEDYiI6gy9RoOMhATobyXDqW7JyMhASkoKAKC5rxQyqX2MZJVJJWjuY/5qmJycjMzMTJEjolJeXl7w9/cHAFxOM8JgtI95eQxGEy5fMyd5AgIC7GLUExERERER0YOGSR6yubVr16Kw0FxQvqOPEiq5Yz4NVXIpOvqYJxguLCzE2rVrRY6IiOqKuKlT8cvIkTj45ptih0JWkJCQICwH+dnXZ2BgmXjKxkni69KlCwDzSKujiYb7rG0bRxMNKNKal8PDw8UNhoiIiIiI6AFlXz0LVOeZTCYsXrxYuN3VXyViNLVXNv7FixfDZLKPK2uJyHEVpacjdd8+AEDK3r0oun5d5IjI0s6ePSssN/exj1JtpQJ9b8dz5swZESOhO0VFRQnL2w/rRYzktu2HbscxatQo8QIhIiIiIiJ6gDHJQzZ18OBBnD9/HgDQ1F0OH1fHnhbK11WOpu7mYzh37hz++OMPkSMiIkeX/Ouv5W//8otIkZC1FBQUCMv1nUUMpAJu6tvLpaNuyT707dsXTZo0AWAeQXPtprhz86TdMOJoknlEUZMmTex+XiMiIiIiIqK6ikkesqldu3YJy44+iqdU2eOIiYkRMRIiqguS9+y5521yfDqdTlh2ktnHfDylnOS349FqtSJGQneSyWQYN24cAMBkAtb8orvPFta19lcdSgcwjx8/HjKZfY1KIyIiIiIielAwyUM2dfLkSWE5uKGTiJFYTlCZ4+D8BURUG5obN5B5x/tIZkICNDdvihQRWYNCoRCWSwz2VeazRH87HqVSKWIkVJGxY8fC3d0dALDvhAHx58Up2xZ/To99J8yjeNzd3TFmzBhR4iAiIiIiIiImecjGTp8+DQBwV0nhrKgbTz8XhRTuKvOxHD9+HEajuOVTiMhxpfz6K0x3vIeYjEak3FHCjRybi4uLsJxrZxXR8opuLzs721ktOYKnpycWLlwo3P5imw75RbZNFOYXmfDFttujiBYtWgRPT0+bxkBERERERES31Y1ednIYpfX9/d0cey6eO/m5mkuU5OfnIykpSeRoiMhRXa2kNBtLttUtrVq1EpYvXzOIGMndLqXdjqd169YiRkKVGTlyJPr16wcAyM43Yf5GLXR62yR6dHoT5m/QILvA3F5ERAQiIyNt0jYRERERERFVjEkeEoW/a92q2142acWSbURUE9qcHFz/888KH0s/fBi63FwbR0TWEhYWJiwnpdrX6M9LZeIpGyfZD4lEgqVLl8LDwwMAcCzJgA83WD/Ro9Ob8OEGLY5dMj9HPDw8sHTpUkgk9jWvFBERERER0YOmbg2nIIfhV8dG8pRN8pw4cQIvvviiiNEQkb3Ju3IFp//7X2jvkajR5ebCpK94fg2TXo+9Y8dCUb9+pdsr69dHm9dfh1uTJrWOl6zLy8sL/v7+SElJweU0IwxGE2RS8TvKDUYTLl8zd+AHBASgUaNGIkdElfHz80NsbCx69eqF4uJiHDxnwJy1WkwfpoSr2vLPpfwi8wie0gSPWq1GbGwsfH19Ld4WERERERERVU/d6mknh+GmrFuDyMoeT05OjniBEJFdOrdsGa7s3Fmrfdw8e/a+68iUSnR5//1atUO20aVLF2zZsgVFWuBoogHhoeJ/JTuaaECR1rwcHh4ubjB0X927d0dMTAwGDhyI4uJiHEsyIHpRMSYOUqBrC8s9n+LP6fHFNp1Qok2tViMmJgbdu3e3WBtERERERERUc3Wrp50chpMdXLFsSWWPR6PRiBgJEdkj3549AWuXNJJIzO2QQ4iKihKWtx+ueASXrW0/dDuOUaNGiRcIVVmvXr2wZ88eoXRbdr4J767V4qNNGly7WbtSgGk3jPhokwbvrtMKCR4PDw/s3r0bTz31VK1jJyIiIiIiIstgkodEIa9jzzxZmePRarXiBUJEdqlx7954YsUK1PPyssr+63l54clvvkHj3r2tsn+yvL59+6LJrdJ6RxMNte6Qr620G0YcTTIAAJo0aYI+ffqIGg9VXffu3XH69Gn069dPuG/fCQP+vaAYs1ZpcPiCHgZj1ebrMRhNOHxBj1mrNHj5s2LsO2EQHuvXrx/OnDnDETxERERERER2RvzaIPRA0tvXPNO1ZihzPEqlUrxAiMhueXfpgr7/+x8Oz5yJ1N9+s9h+/f71L4TPmwfVrSv5yTHIZDKMGzcOM2bMgMkErPlFh7eHqkSLZ+2vOphu5QHGjx8PmUwmWixUfaVz9KxZswaTJk1Cbm4uTCbgSKIBRxINUCuB5j5SBPpJEegrg5sacJJLUKI3Ia8IuJRmwKVUIy5fMwol+0q5u7tj0aJFiIyMhMTaIxKJiIiIiIio2pjkIVGUVPGKUkdR9nhUKvE66YjIvqk8PNDzyy+R+P33OP7ppzDqdDXel1ShQIepUxH84ovseHVQY8eOxccff4ycnBzsO2FAzzZ6i86lUlXx5/TCiA13d3eMGTPG5jFQ7UkkEkRFRaFfv35YsWIFlixZgitXrgAAirTA6X+MOP2PEUDVygM2adIE48ePx5gxY+Dp6WnFyImIiIiIiKg26ljRLHIUedq6NZSn7PG4u7uLFwgR2T2JRIKQl15C7/Xr4dasWY324dasGXpv2ICQl15igseBeXp6YuHChcLtL7bpkF9k24sg8otM+GLb7WTjokWL2KHv4Dw9PTFt2jRcvnwZsbGxGDJkCAICAqq0rZ+fH4YMGYLt27fj8uXLmDZtGp8PREREREREdo4jeUgUqXl6hHoqxA7DYlLybl8V2759e/ECISKH4REaij6bNmH3iy8iJzGxytu5Bwfj6e+/h7xePStGR7YycuRIbN68GTt27EB2vgnzN2oxJ1IJhdz6yTud3oT5GzTILjAnliIiIhAZGWn1dsk2ZDIZIiIiEBERAQDIyMjAsWPHcObMGRQWFiI7OxuLFi0qt83x48fRqFEjMcIlIiIiIiKiGmKSh0SRkm+4/0oOpGySJywsTMRIiMiRSKRSFKSmVmubvORkrPvuOyScPImEhASkpKRAo9FAp9NBoVBApVLB398fYWFhwl+LFi0gl/Mj3x5JJBIsXboUbdq0QXZ2No4lGfDhBi2mDbduokenN+HDDVocu2Qeierh4YGlS5dyZFgd5uXlhT59+qBPnz4AgMzMzLuSPEREREREROR42ONDNuXs7IzCwsJySZG6IPVW0srV1RVBQUEiR0NEjuLawYPQFxZWaxtjcTG+mDwZxwsKKl0nOTkZ8fHxwm21Wo2BAwfi1VdfRbdu3diRb2f8/PwQGxuLXr16obi4GAfPGTBnrRbThynhqrb8/yq/yDyCpzTBo1arERsbC19fX4u3RURERERERETWxTl5yKbatGkDAMjRGFGoqxvz8hTojMjRmI+lQ4cOkEr5siKiqknes6dG2z3i5iYsy5VKKNRqKF1coFCrIVcq71q/qKgI69evR48ePdC+fXssXboUBfdIEpHtde/eHTExMah3qwzfsSQDohcVI/68ZS+KiD+nR/TC4nIJnpiYGHTv3t2i7RARERERERGRbXAkD9lUu3btcOjQIQBA4o0SdPC5uzPS0STdKBGWWaqNiKrKWFKC1H37arTtI+7u2NukCZTu7pAr7p7fTK/ToTg3F8U5OSjKyUFBVhYMOh0A4NSpUxg/fjxmz56NxYsXY/DgwbU6DrKcXr16YdOmTejfvz8AIDvfhHfXavF4ez1GPqWAT4OaX0SQdsOItb/qsO/E7XKpHh4eiI2NZYKHiIiIiIiIyIFxyAHZVGkdeACIT9GIGInllD2OgQMHihgJETmS63/+CV1eXoWPHcnLw/9duoSjlTyuBtDS2bnCBA8AyBUKuDZqBK+gIDz8yCNo+fTTCOjYEWoPD2GdjIwMDBkyBMOHD0dWVlatj4csIzw8/K779p0w4N8LijFrlQaHL+hhMJqqtC+D0YTDF/SYtUqDlz8rLpfg6devH86cOcMEDxEREREREZGD40gesqlu3bqhRYsWOH/+PP7O0eNavh4+ro77NEzL1+PvHHMpnZYtW6Jnz54iR0REjqKiUm0lJhPWpqfj1+xsAMA3ej2uu7igd2Eh5KbyHfshBQW44uxcpbakMhkaBASgQUAAinJycP3iReSlpwMANm7ciL1792LZsmUYNGhQ7Q6KrMZkAo4kGnAk0QC1EmjuI0WgnxSBvjK4qQEnuQQlehPyioBLaQZcSjXi8jUjirTl9+Pu7o5FixYhMjKSczMRERERERER1QGO27tODkkikWDChAl4/fXXAZhHwTzXwkXkqGqu7CieCRMmsMOMiKrEaDAgZe/ecvelaDT4MjUVyVotZE5O8GvbFu5+fjgrkeC6VosB6enwvFVyDQCCCguxx2SCqZrvO2p3dzzcuTNyUlOReuoUDCUlyMzMxLPPPosvvvhCeH8m+zFz5kysXbsWV65cAQAUaYHT/xhx+h8jgKrN2dOkSROMHz8eY8aMgaenpxWjrXsyMjKQkJCAs2fPoqCgADqdDgqFAi4uLmjVqhXCwsLg5eUldphERERERET0gGKSh2wuMjIS06ZNQ2FhIY5d0+KZIDVUcserHKjRG3HsmvkSaWdnZ0RGRoocERE5iuLr16G5cUO4/cvNm/ju+nXoTCa4eXvDv107OKlUwuNZSiXWBATgicxMtL9Vws3ZYICrXo88J6dqty+RSODh7w8XT0+knDwpjOqZOHEiCgoKMH369FoeIVnSxIkTMWfOHOzcuROrV6/G4cOHkZycfN/tAgICEB4ejlGjRqFPnz6QyWQ2iNbxGQwG/PTTT1izZg0OHTqElJSU+27j7++PLl26ICoqCn379uW5JiIiIiIiIpthkodsrn79+hgxYgSWLl0KrQHYfbkYA0KqVnLInvx8uRi6W9MbREZGws3NTdyAiMhh1HvoITzcvz8uHTiA/546haP5+QAAr+BgeIeGVjgqUC+VYvdDD+EftRrdb97EdaUSefLafYw7qVR4uHNnpF+4gIzERADAjBkz4OLiwhE9dkYmkyEiIgIREREAzKNLjh07hjNnzqCwsBBarRZKpRLOzs5o3bo1wsLC0KhRI5GjdixZWVlYvnw5li5dKoyaqqqUlBRs2bIFW7ZsQZMmTTBu3DiMHTuWo6aIiIiIiIjI6pjkIVFMnToVq1evhkajwYGrGrTxUqCpR/WvRhfLX9kliLtqLtWmUqkwZcoUkSMiIkcilcmQ0aULoj76SLjPp2VLeAUF3XfbRFdXJLq6WiwWiUQCnxYtIJPLce3cOQDmkSMBAQGco8eOeXl5oU+fPujTp4/YoTg8k8mENWvWYNKkScjNzS33mFoJNPeVIshPiuY+MtR3BpxkEpQYTMgtBC5fMyAp1YjLabfnP7py5QpmzJiBjz/+GAsXLsTIkSNZzpWIiIiIiIishkkeEkVgYCDmzZuHqVOnwgRg09kCTO7qDoXM/jtBdAYTNp8tQOkU6O+//z4CAwNFjYmIHEtmZiaio6OF217BwVVK8FiTV1AQDHq9MKJn3Lhx6NGjB0ciUJ2WmpqKcePGYceOHcJ9EgnQKViGiHA5OgXLIJNW/t3kyQ7mr9IGowlHEw3YfliPo4kGmExATk4ORo0ahc2bN2PZsmXw9fW1+vEQERERERHRg8fxJkKhOuONN95A165dAQBZxUbsulQkckRVs+tSEbKKjQCAbt26YdKkSSJHRESO5rXXXkNmZiYAwM3bG96hoSJHZOYdGgo3b28A5nJgr732msgREVlPXFwc2rRpUy7B83h7Gb6dUg9zo1QID5XfM8FTlkwqQXioHHOjVPh2Sj083v72nDw7duxA69atERcXZ/FjICIiIiIiImKSh0Qjk8mwcuVKqG5NLn7gqgZnM3QiR3VvZzN0OFCmTNvKlSs5uTIRVcuWLVuwadMmAIDMyQn+7drZTSkniUQC/3btIHMyl8/cuHEjtm7dKnJURJa3Z88e9OrVC9nZ2QAAD1cJ3olU4u2hKvg0qN3XY58GUrw9VIV3IpXwcDW/trOzs9GrVy/s2bOn1rETERERERERlcUkD4kqJCQE8+bNAwCYAKw7nY9LN0vEDaoSl26WYN3pfKFM27x58xAcHCxqTETkWAoKCvDqq68Kt/3atoXTrUS3vXBSqeDXpo1we8KECSgoKBAxIiLLOnDgAAYOHIji4mIAQMcgGZZNqoeuLSxbxbhrCzmWTaqHjkHmi0GKi4sxcOBAjughIiIiIiIii2KSh0Q3efJkvPTSSwAAvRFYeSLP7hI9l26WYOWJPOjNVdowYsQITJ48WdygiMjhfPfdd8jIyABgLtPm7ucnckQVc/f3L1e27fvvvxc5IiLLSE1NxYABA4QET7eWMsyJVMJVbZ3RdK5qCeZEKtGt5e1ET//+/ZGWlmaV9oiIiIiIiOjBwyQPiU4qlWLlypXo378/AEBnAL45nmc3pdvOZOjwzfE86Azm2wMGDMC3334LqZQvHyKqOpPJhMWLFwu3HwoJsZsybXeSSCR4KCREuP3VV1/BZDLdYwsi+2cymTBu3DihRFvHIBmmDVdCIbfu61Ahl2DacKUwoic7OxvR0dF8TREREREREZFFsJea7IKTkxM2bdokJHr0RmD1yXz8eLEQOoM4nSA6gwkxFwux5mS+MIJnwIAB2LhxI5xuzVdBRFRVcXFxOHXqFABA7eEBtbu7uAHdh9rdHWoPDwDAqVOncPDgQZEjIqqdNWvWYMeOHQDMc/BMH2b9BE8phdzcnoeLub0dO3Zg7dq1NmmbiIiIiIiI6jYmechuqFQqbN26VSjdZgKw/6oGn8fn4O9s25Zv+yu7BJ/F5+DAVY0wB8+IESOwZcsWqOxs/gwicgxlR/F4Nm0qYiRV17BMnF999ZWIkRDVTlZWFiZNmiTcnjhIYbUSbZVxVUswcZBCuD1p0iRkZWXZNAYiIiIiIiKqe5jkIbvi5OSENWvW4NNPPxWSKVnFRnx9NA8xFwuhKR1SYyUavRExFwux5GgebhSb21KpVPj000+xevVqjuAhohrR6/WIiYkBAMgUCtT39RU5oqpx9/WFTGHulI6JiYFerxc5IqKaWb58OXJzcwEAj7eXoWsLuShxdG0px+PtzWXbcnJysGLFClHiICIiIiIiorqDSR6yO1KpFFOmTMGJEyfQtWtXAOZRPQeuajD3j2xsPV+Aa/mW7WhMy9dj67kCzP0ju9zonW7duuHEiROYMmUK5+Ahoho7f/48ioqKAAAunp6QymQiR1Q1UpkMLp6eAICioiJcuHBB5IiIqs9gMGDJkiUAAIkEGPmU4j5bWFfkkwqUTse1ZMkSGAwGUeMhIiIiIiIix8Zea7JbISEh2L9/f7lRPToDcChFi88O5WLxkVwcv6ZFga5mo3sKdEYcv6bF4iO5+PxQLg6laqG71c+iUqmwYMEC/PHHHwgpM/k4EVFNJCQkCMv2PhfPncrGW/Y4iBzFzp07cfXqVQBAp2AZfBqI+/XXt6EUnYLMid4rV65g165dosZDREREREREjk2cWhVEVSSTyTBlyhQMHDgQCxYswNq1a1FYWAgA+DtHj79zCgAA7iop/Fxl8HeTw99NDjelFE5SCWRSwGAESowm5GmNSMnTIyVPj9R8A3I0dyeHXFxcMGLECEyZMgWBgYE2PVYiqrvKJkfqOViSp179+sJyQkICoqKiRIyGqPpWr14tLEeE28dX34guchxJNF9ZsmrVKvTr10/kiIiIiIiIiMhR2ccvXaL7CAwMxNdff42PPvoIa9euxeLFi3Hu3Dnh8RyNETkaI85mltRo/y1btsSrr76KESNGwM3NzVJhExEBuCPJUyZp4gjqcSQPObhDhw4BANRK80gee9ApWAa1EijSAocPHxY7HCIiIiIiInJgTPKQQ3Fzc8Orr76KCRMm4I8//kBMTAwSEhJw7NgxFBQUVHk/rq6u6NChA8LCwjBw4ED07NkTktIC+UREFpaSkgIAkCuVkCvEnQ+kuuQKBeRKJfRarXAcRI4iIyNDeN4295VCJrWPz3qZVILmPlKc/seI5ORkZGZmolGjRmKHRURERERERA6ISR5ySBKJBI899hgee+wxAIDRaERSUhISEhJw4sQJ5OTkQKPRQKvVQqlUQqVSwd3dHe3bt0dYWBiCgoIglXJKKiKyDY1GAwCQyuxjFEF1lcZdehxEjqLs6LMgP/v63A/0Myd5AHOcffr0ETkiIiIiIiIickRM8lCdIJVKERISgpCQELz44otih0NEVI5OpwMASBw0uVwat1arFTkSouo5e/assNzcx76SrIG+MgB6AMCZM2eY5CEiuoNOp0NBQQEKCwuh0+lgNN49pyoRERGRI5BKpVAoFHB2doaLiwsUFq7ywiQPERGRlZV+eJsctHOiNG6lUilyJETVU7aUa31nEQOpgJv69nJhYaF4gRAR2RmTyYSsrCxkZWWJHQoRERGRxZRewHL9+nU0atQIDRs2tNj0IUzyEBERWZlKpQIAGA0GkSOpmdK4S4+DyFGUjqIDACeZfczHU8pJfjsejpIjIrrt2rVryM3NLXefRCKBzEHL3hIREREZDAaYTCbhdmZmJnQ6HXx9fS2yfyZ5iIiIrMzf3x/JycnQa7XQ63SQW3hYrjXpdTrob3VA+/v7ixwNUfWUHQJfYjDdY03bK9Hfjoej5IiIzDQaTbkET8OGDeHm5galUmmxK12JiIiIbM1kMkGr1SIvLw83btwAAOTm5qJhw4YW+T3omJMDEBEROZCwsDBhufiOK1PtXXFOjrBc9jiIHIGLi4uwnGtnFdHyim4vOzvbWS05IiKR5JT53uHl5QUvLy+oVComeIiIiMihSSQSqFQq4ftNqezsbIvsn0keIiIiKyuX5CnTeeEIyialmOQhR9OqVSth+fI1+yqXeCntdjytW7cWMRIiIvtRVHQ7A+7u7i5eIERERERWUvY7TtnvPrXBJA8REZGVlU2OFDlYkqeII3nIgZV9zialGkWM5G6XysTD1xYRkZnh1jyAcrmcc/AQERFRnSSTyYTvOQYLzd3MJA8REZGVtWjRAmq1GgBQkJUFo4U+xK3NaDCgICsLAKBWqxEaGipyRETV4+XlJcwldTnNCIPRPublMRhNuHzNnOQJCAhAo0aNRI6IiIiIiIiIbMXSpWiZ5CEiIrIyuVyOgQMHAgAMOh1y09JEjqhqctLSYNDpAAADBw6EXC4XOSKi6uvSpQsAoEgLHE20jwTr0UQDirTm5fDwcHGDISIiIiIiIofGJA8REZENTJgwQVjO+vtvESOpuhtl4nz11VdFjISo5qKiooTl7Yf1IkZy2/ZDt+MYNWqUeIEQERERERGRw2OSh4iIyAa6d++Otm3bAgCKsrPtfm6eopwcFGVnAwDatWuHbt26iRwRUc307dsXTZo0AWAeQXPtprhz86TdMOJoknlEUZMmTdCnTx9R4yEiIiIiIiLHxiQPERGRDUgkknKjea5fvAiTyT7mB7mTyWTC9YsXhdsTJkyweL3Y6tLr9Th9+jRWrVqF119/Hd26dUPjxo3h5eUFd3d3eHl5oXHjxujWrRtef/11rFq1CqdPn4Zebx8jN0g8MpkM48aNAwCYTMCaX3SixrP2Vx1KX/rjx4/nxOJERERERERUKyyuT0REZCMvvfQSZs+ejYyMDOSlpyMnNRUetyaFtyc5KSnIS08HYJ64/sUXXxQlDpPJhLi4OCxevBgxMTEoKiq67zbJycmIj48XbqvVagwcOBCvvvoqunXrJnqyisQxduxYfPzxx8jJycG+Ewb0bKNH1xa2/xocf06PfSfMo3jc3d0xZswYm8dAREREREREdQtH8hAREdmIi4sLFi9eLNxOPXUKJRqNiBHdrUSjQerp08Ltr7/+Gi4uLjaNoaCgAEuWLEG7du3w6KOPYv369RUmeORKJRRqNZQuLlCo1ZArlXetU1RUhPXr16NHjx5o3749li5dioKCAlscBtkRT09PLFy4ULj9xTYd8otsO5Iuv8iEL7bdHkW0aNEieHp62jQGIiIiIiIiqns4koeIiMiGBg8ejKFDh2LTpk0wlJQg5eRJPNy5s12MMDGZTEg5eRKGkhIAwLBhw/Dcc8/ZNIatW7diwoQJyMjIKHe/TKGAi6cn1O7uqOfujnr160OuUNy1vV6nQ3FuLopzclCUk4OCrCwYdOaO9VOnTmH8+PGYPXs2Fi9ejMGDB9vkmMg+jBw5Eps3b8aOHTuQnW/C/I1azIlUQiG3/mtPpzdh/gYNsgvMiaWIiAhERkZavV0iIiIiIiKq+5jkIZvKysoSOwS7VtH54Tm7P5636uM5qz5LnrM5c+Zg7969yMrKQl56OtIvXIBPixa1DbHW0i9cEMq0eXp6Ys6cOcjMzKzx/qpzzrKysjB9+nTExMSUu1/t4QHPpk1R39cX0irMXSJXKODaqBFcGzUCABgNBuSkpeHG33+jKDsbAJCRkYEhQ4Zg0KBBmD9/Pho2bFjdQ7MavjZrpqrn7YMPPkBcXBxycnJwLMmADzdoMW24dRM9Or0JH27Q4tglIwBzmbYPPvhA9P8rn2vVx3NWfTw/RHXTww8/jCtXriAqKgqrVq0SOxyLq+vHR0REdQ+TPGRTLVu2FDsEh8NzVjM8b9XHc1Z9ljpnGYmJkMnl8AoKssj+ahRDUhIyEhOF21lZWWhhhcRTVc+Zm7c3HgoJgdrdvVbtSWUyNAgIQIOAABTl5OD6xYtCImvbtm3Ytm1brfZvC3xt1kxVztvBcwbMWavF9GFKuKotn+jJLzKP4ClN8ABATk4O2rZta/G2LIHPterjOSMiIiIiIrFxTh4iIiI7cO3cOVw7fx4mk23nCTGZTOa2z52zabuVkTk5oXFYGB7u3LnWCZ47qd3d8XDnzmgcFgaZk5NF902O61iSAdGLihF/Xm/R/caf0yN6YXG5BA8RERERERGRpXEkDxERkZ3ISEyEJi8P/u3awUmlsnp7JRoNUk6eFEa2iM3N29vqxy6RSODh7w8XT0+7OnYSV3a+Ce+u1eLx9nqMfEoBnwY1vw4q7YYRa3/VYd8JgwUjJCIiIiIiIqoYR/IQERHZkbz0dFzcuxfZyclWG9VjMpmQnZyMi3v32k2Swys4GA937myT5BYAOKlUeLhzZ3gFB9ukPXIM+04Y8O8FxZi1SoPDF/QwGKv2GjQYTTh8QY9ZqzR4+bNiJniIiMhhpKWlYdq0aejYsSPq168PhUIBb29vtGnTBi+88AJWrVqFvLw8AMC//vUvSCQSXLlyBQCwevVqSCSScn//+te/hH3/888/wv2lc9v873//wzPPPANfX1/I5fJy65dKSUnB9OnT0bFjR3h4eEClUqFx48YYNmwY9u3bV6Xjys7Oxrx589C1a1d4enpCqVTC19cXAwcOxP/+978Kt6nu8QGAwWDAqlWr0Lt3b3h7e0OhUMDd3R1BQUF48skn8cEHH+CcnYyYJyKiuosjecimzp07B09PT7HDsFtZWVl31XbnObs/nrfq4zmrPmufs59++glTp05FVlYWDCUluHrsGHLS0iwyL01Zd85LAwCenp749NNP8cwzz1isHaDyc/bnn39i1KhRwn0+LVuKMh+RRCKBT4sWkMnl5crVrVq1yuLnoqr42qyZ2pw3k8mEjRs3YubMmcjLy4PJBBxJNOBIogFqJdDcR4pAPykCfWVwUwNOcglK9CbkFQGX0gy4lGrE5WtGFGnL77d+/fqYN28ehg4dConE8vP91Bafa9XHc1Z9FZ0zIrIf+/fvR0REhJDEKXX9+nVcv34dZ86cwYYNG+Dp6YmIiIhatWUymTBy5EisXbv2nut98803eP3111FcXFzu/uTkZCQnJ2PTpk14+eWXsWTJEsjlFXdp/fTTT3jppZeQk5NT7v5r167hxx9/xI8//oh+/fphw4YNcHFxqfExFRQU4JlnnsH+/fvL3Z+bm4vc3FxcunQJe/fuxbFjx7Bly5Yat0NERHQ/TPKQTXl6eqJRo0Zih+FQeM5qhuet+njOqs+S5ywqKgr9+vXDa6+9ho0bNwIwj+rJS0+H2sMDDZs2hbuvL6QyWbX3bTQYkJOaihv//IOi7Oxyjw0fPhz//e9/bdpJ+eabbwrLXsHBoiR4yvIKCoJBr0dGYiIA4K233kK/fv3spuOWr82aqc55e/311/HCCy9gxYoVWLJkiXAFb5EWOP2PEaf/MQKo2pw9TZo0wfjx4zFmzBi7eQ5VFZ9r1cdzRmR7RqMRN27cEDsMm2rYsCGkUssWYtFqtRg+fDjy8vLg6uqKV155BY8//ji8vLxQUlKCK1euID4+Hlu3bhW2WblyJQoLC9G7d2+kpaVh4MCBmDdvXrn9Ojs7V9jewoULcerUKTz66KN45ZVXEBwcjJycHPzzzz/COt9++y3GjBkDAGjdujXGjRuHDh06QK1W4++//8Y333yDn376Cd988w3q16+PBQsW3NXOnj17MGDAABgMBjz88MN45ZVXEB4eDjc3N6SmpmLjxo1Yt24dduzYgaioqFod35w5c4QET0REBF566SU0btwYKpUKmZmZOHnyJLZv326XF3sQEVHdwiQPERGRnfD09MSGDRvw/PPPY8KECcjIyAAAFGVnoyg7G2lnzsDF0xNqd3fUq18f9dzdIVco7tqPXqdDcU4OinNzUZSTg4KsLBh0unLreHl54euvv8Zzzz1nk2MrNX36dGRmZgIwz8HjHRpq0/Yr4x0aCk1eHvLS05GRkYHXXnsNGzZsEDsssiFPT09MmzYNb775Jnbu3InVq1fj8OHDSE5Ovu+2AQEBCA8Px6hRo9CnTx/IapCMpcqVlJTg0KFDOHr0KI4dO4aUlBTodDooFAr4+/ujY8eO6NSpE7p06QInJyexwyUiK7tx4wa8vLzEDsOmMjIyLJ5QjouLQ1paGgDg+++/v2ukTnh4OIYOHYpPPvkERUVFAICmTZsCgPBe6+7ujtatW1epvVOnTmHkyJFYtWpVhUmP5ORkvP766wDMFz+tWLGi3EidDh064LnnnsN//vMffPDBB1i4cCHGjRuH4DKldwsLCxEZGQmDwYCnn34aP/zwA9Rqdbl9REREoGfPnoiOjsb//vc//Prrr3jyySdrdHybNm0CAAwZMgSbN2++6/HevXvjrbfews2bN6t0joiIiGqKSR4iIiI7M3jwYPTu3RvfffcdFi9ejFOnTgEADDodctPSkHvrBzkAyJVKSGUySKRSmIxGGA0G6LXaynaNtm3b4tVXX8WLL75Yq/IUNRUTEwMAkDk5wb9dO7u5slEikcC/XTtcvHEDhpISbNy4Ec8//zwGDx4sdmhkYzKZDBEREUJnV0ZGBo4dO4YzZ86gsLAQWq0WSqUSzs7OaN26NcLCwjiSw0pSU1OxdOlSLF++HOn3mD9s3bp1AABvb29ER0cjOjoafn5+tgqTiMghlX1f7dmzZ6XryeVyuLm51bo9d3d3fPnll5V+91u0aBGKiorg6+t7z1Js7777LlavXo3U1FSsWbOm3EiblStX4vr161CpVFi7dm25BE9ZY8eOxYoVK/Dnn39i5cqVQpKnukrP4aOPPnrP9Ro0aFCj/RMREVWVZcf7EhERkUW4uLhg3LhxOHHiBA4cOIAXXnihwh+qeq0WuqIiaAsKoCsqqjDBo1ar8eKLLyIuLg4nTpxAdHS0KAmesvzatoWTSiVqDHdyUqng16aNcHvChAkoKCgQMSKyB15eXujTpw+mTp2Kd955Bx988AHeeecdTJ06FX369GGCxwr0ej3ef/99NGvWDHPnzr1ngqes9PR0vPfee2jWrBnef/996PVVK7FHRPQg8vHxEZZXrlxp9fb69+8PV1fXSh8vvRCof//+UN3jO6JcLkfXrl0BAPHx8RXu47HHHrvvaK/SxNad+6iO0nO4ceNGYbQTERGRGDiSh4iIyI5JJBJ0794d3bt3h16vx4ULF5CQkCD8paSkQKPRCKMLVCoV/P39ERYWJvyFhoZWejWkGNy8veFup1fZu/v7IyctTSjb9v333yM6OlrssIgeGElJSXjhhReQkJAg3CeTSTHgia7o82gnhLUOQmizANRTKVCs0eHCX8lIOJOEXfuP4se98TAYjNDpdJg5cyZ++OEHrF+/HkEiz/tFRGSPevTogWbNmuGvv/7CG2+8ge+++w7PPvssHnvsMXTq1AmKCkoC10bbtm0rfSw3NxeXLl0CACxduhRLly6t0j7vvAjg6NGjAICff/65yqPFq3ohQUWioqIwd+5cHDx4EE2bNsXzzz+PJ598Ej169OBFIEREZFP20+NDRERE9ySXy9G6dWu0bt0aUVFRYodTYw+FhNhNmbY7SSQSPBQSgrxbP/i/+uorjB071m7jJapLTp48iV69egnzdkmlUkwe9Swmj3oOft6ed63vrFYhrHUQwloHIXr4M0hNz8JnK7di4eptMBqNSEhIQI8ePbB79260a9fO1odDRFbSsGFDYd7CB0XDhg0tvk8nJyfExsZiyJAhOH/+PI4cOYIjR44AAOrVq4fHHnsMkZGRGDZsmEXmmvPw8Kj0sZr+P8uOnikpKUFOTk6t9lFds2bNQmpqKlauXImMjAx89dVX+OqrryCRSNCqVSs899xzmDBhAh566KEat0FERFQVTPIQERGRzag9PKB2dxc1BpPRCE1BAYpzclCUk4PinByUaDQwGQwwGo2QSqWQSCQwmUw4deoUZs6cieHDh6NFixZ2NSKKqC5JSkoql+AJaeqPNR+/ic7tQqu8Dz9vTyyYPg5Dn3kMUW99got/pyAjIwO9evVCXFwcR/QQ1RFSqZSjJCykZcuWOH36NGJjYxEbG4vff/8dly9fRnFxMXbt2oVdu3bhs88+w08//XTf8mf3c69EkcFgEJbfeOMNvPzyy1XaZ9nRRmX3MXToUMyaNasGUVaPk5MTvvnmG0yZMgXr16/H3r17cfToUeh0Opw5cwZnzpzBZ599hnXr1mHgwIFWj4eIiB5c7KkgIiIim/Fs2lSUdk0mEwpv3sSNv/9GXno6jGU6Au5kvOP2Bx98gA8++ABqtRoDBw7Eq6++im7dunF0D5GFlJSU4IUXXhASPF3at8DOFfPg7lazucPC24UiftNC9B0zE4dPXkBmZiZefPFFxMfHM1FLRHQHmUyGQYMGYdCgQQCAa9euYefOnVi8eLFQHnjcuHH44YcfrBZD2ZFKRUVFaN26dbX3oVKpoFarUVRUhJycnBrto6ZatmyJuXPnYu7cuSguLkZcXBy+//57rFmzBgUFBXjhhRdw+fLlcvMgERERWZJU7ACIiIjowSBTKFDf19embRr0emT9/TcSf/sNlw8cQE5qaoUJHrlSCYVaDaWLCxRqNeRK5V3rFBUVYf369ejRowfat2+PpUuXoqCgwBaHQVSnffzxx8IcPCFN/fHT8rk1TvCU8qjvip0r5iGkqT8A8zwNH3/8ca1jJSKq63x8fPDvf/8b8fHx6NixIwBg+/btKC4uFtax9IUujRo1gt+t+Rp/+eUXmEymGu2nQ4cOAIC4uLhalWGrzfHVq1cPTz31FL799lt88sknAIDi4mJs3769xvskIiK6HyZ5iIiIyCZcPD0htUBN96rKSUvDhV9+QeqpU9Dk5Qn3lyabfFq2RLNu3dCqb1+06tMHLXr1QuiTT6JFr15o1acPWvXti2bdusGnZUvU9/WFrExJkFOnTmH8+PFo3rw5tm7darNjIqprUlNT8d577wEwl2Ba8/Gb8KjvapF9e9R3xeqP34RUav7J8+677yI1NdUi+yYiquucnJzw2GOPAQD0en25+W5UKhUAQKvVWqy9AQMGAAD++usvbNmypVb7KCwsxFdffVXjWCx1fE8++aSwnJWVVat9ERER3QuTPERERGQTtpqLR6/V4p8jR3DlyBHoy/w4V3t4oHHHjmj59NN4+JFH4BUUBNdGjSAvk7wpS65QwLVRI3gFBeHhRx5By6efRkDHjlCXmTg4IyMDQ4YMwfDhw/njnagGli5dCp1OBwCYPOrZas3BUxXh7ULxRtQgAIBOp8OyZcssun8iIke1f/9+XLp0qdLHdTodfv/9dwCAi4tLuXmQSsuOXb582WLxvPnmm1DeGkk9fvx4HD169J7r//TTTzh16lS5+8aPHw9PT08AwKxZs7Bz58577iMuLg5//PHHXfdX5fhu3ryJH3/88Z6jjnbv3i0sNxWpZDERET0YWJSaiIiIbKKeDZI8udeuIeXECehvdRoDgJu3Nx4KCal1kkkqk6FBQAAaBASgKCcH1y9eRF56OgBg48aN2Lt3L5YtWybUtCeieyspKcHy5csBADKZFJNHPWeVdiaPfg6L1myDwWDEsmXLMHPmTDg5OVmlLSIiR/Hrr79i7ty5ePTRR9GvXz+0bdsWjRo1QnFxMRITE7FkyRIcO3YMADBmzJhyc5p169YN+/btw5EjR/Dhhx+ib9++cHZ2BmAuV1Zaeq06mjZtiiVLlmD06NG4efMmunfvjsjISERERKBx48bQ6/VISUnBn3/+iS1btuDy5cuIjY1F27ZthX24ublh/fr16Nu3L7RaLSIiIjB48GAMHjwYzZs3B2CecyghIQE//PADTp06hf/+97/o2bNnuViqcnx5eXkYOHAgHn74YTz33HMIDw9HkyZNIJfLce3aNcTGxmLFihUAAH9/f/Tv37/a54SIiKiqmOQhIiIim6hXv75V9595+TLSzpwRbsucnODXti3c/fwsXjte7e6Ohzt3Rk5qKlJPnYKhpASZmZl49tln8cUXX+D111+3aHtEddGhQ4eQfitROuCJrvDz9rRKO/7ejTDgia74YU8c0tPTcfjwYfTo0cMqbRERORKj0Yjff/9dGLFTkeeeew7z588vd98rr7yCr7/+Gjdv3sT06dMxffp04bHHHnsMv/32W43iGTVqFOrVq4fo6Gjk5eXhm2++wTfffFPhulKpVEi8lPXUU0/h559/xksvvYT09HRs3rwZmzdvrrRNNze3u+6rzvH9888/+Oyzzyrdv5+fH3788ccKYyUiIrIUJnmIiIjI6uRKZaVl0SzhemIi0s+fF267eXvDv107ON2qqW4NEokEHv7+cPH0RMrJk8KonokTJ6KgoKBchwAR3a1sKZ4+j3ayalu9Hw3DD3vihHaZ5CGiB91bb72F8PBw7NmzB/Hx8UhLS0NGRgYAwNvbG+Hh4Rg5ciSeeeaZu7b18/PDn3/+ifnz5+P3339HSkoKNBqNReIaNmwYnn76aSxbtgy7du3CuXPnkJ2dDScnJ3h7e6NVq1Z4/PHHMWTIEAQEBFS4jyeeeAKXL1/GypUrsX37dpw8eRI3btyAVCpFo0aN0KJFCzz22GMYPHgwQkJCanR8TZo0wYkTJ7Bnzx7s3bsXf/31F65fv46CggK4u7ujVatW6N+/P6Kjo+Hqapm55oiIiCrDJA8RERFZnVQms9q+My9fLpfg8QoOhndoqMVH71TGSaXCw507I/3CBWQkJgIAZsyYARcXF47oIbqH0jJAABDWOsiqbYW1ur3/hIQEq7ZFROQI1Go1+vbti759+9Zo++bNmwvlyCrz8MMP33POmsp4eHjg7bffxttvv12j2ADz8b366qt49dVXa7T9/Y5PIpGgXbt2aNeuHaZOnVrTMImIiCxCKnYAREREVPdJpNb5ypF77Vq5Em0+LVvCp0ULmyV4SkkkEvi0aAGfli2F+yZOnIht27bZNA4iR5KSkiIshzar+GpsS2nRvHGF7RIRERERETk6JnmIiIjI6kxGo8X3qddqkXLihHDbKzgYXkHWHQ1wP15BQfAKDhZujxs3DllZWSJGRGS/dDqdsFxPZb1yjgCgUjpV2C4REREREZGjY5KHiIiIrM5oMFh8nymnTkF/q7PWzdsb3qGhFm+jJrxDQ+Hm7Q0AyMjIwGuvvSZyRET2SVFmnq5ijXUTLxptSYXtEhEREREROTomeYiIiMjq9FqtkJCxhJy0NOSmpQEAZE5O8G/XzuYl2iojkUjg364dZE7mkQMbN27E1q1bRY6KyP74+/sLyxf+SrZqW+cvX62wXSIiIiIiIkfHJA8RERHZRHFurkX2Y9DrkXrqlHDbr21bOKlUFtm3pTipVPBr00a4PWHCBBQUFIgYEZH96dixo7CccCbJqm0lnL29/7CwMKu2RUREREREZEtM8hAREZFNFOfkWGQ/OSkp0Gu1AMxl2tz9/CyyX0tz9/cvV7bt+++/FzkiIvvSqVMnYXnX/qNWbevn/QkVtktEREREROTomOQhIiIimyiyQJLHZDIh6++/hdsPhYTYTZm2O0kkEjwUEiLc/uqrr2AymUSMiMi+dOnSBd63EqE/7o1HanqWVdpJSc/Ej3vjAQDe3t4IDw+3SjtERERERERiYJKHiIiIbKIgKwtGg6FW+yi8eROavDwAgNrDA2p3dwtEZj1qd3eoPTwAAKdOncLBgwdFjojIfjg5OWHs2LEAAIPBiM9X/c8q7Xy+8n8wGIwAgOjoaDjdmi+LiIiIiIioLmCSh4iIiGzCoNMhNy2tVvu4UWYUj2fTprUNySYalonzq6++EjESIvszbtw4KBQKAMDnq37AnycvWHT/h09ewMLV2wAACoUC0dHRFt0/ERERERGR2JjkIaqB4uJipKSkoLi4WOxQiIgcStlSa9VlMhqRl54OAJApFKjv62upsKzK3dcXslud2DExMdDr9SJHRGQ//Pz8MHv2bACA0WjEyLc+QXZuvkX2nZ2bj6i3PoHRaB7F884778DPTufwIiIiIiIiqikmeYiq6aeffkKzZs0QEBCAZs2a4aeffhI7JCIih1GUnV3juXk0BQVCuTcXT09IZTILRmY9UpkMLp6eAICioiJcuGDZkQpEju7tt99GWFgYAODi3yl4ZuysWid6snPz0XfMTFz8OwUA0KlTJ7z11lu1jpUsp6SkBPv378fnn3+OyMhIPP744+jevTsef/xxREZG4vPPP8f+/ftRUlIidqhERERERHZNLnYARI7k5s2biIyMxM2bNwEA6enpGDlyJBITE9GgQQORoyMicgzXL17Ew507QyKRVGu74jLJIXufi+dOand3oVRdQkICWrduLXJERPZDLpdj/fr16N69OzIzM3HoxHl0HfoG1nz8Jjq3C632/g6fvICotz4REjxeXl74/vvvIZfzp489uHbtGv773/9i+fLlSL81OrMi69atAwB4e3sjOjoa0dHRHIlFRERERFQBjuQhqoYtW7YICZ5SN27cwNatW0WKiIjI8eSlpyMnNbXa25UdAVTPwZI89erXF5YTEhJEjITIPgUFBWHPnj1o1KgRAPOInq7DJmPK/KVISc+s0j5S0jMxZf5SdBs2uVyCZ8+ePQgKCrJa7FQ9jzzyCObOnXvPBE9Z6enpeO+999CsWTO8//77LHlJRERERHQHXs5GVA2VJXO2bt2KsWPH2jgaIiLHlXrqFFw8PeGkUlV5m7IjecomTRxB2aQUkzxEFWvXrh3i4uLwwgsvICEhAUajEZ+t/B8WrdmGAU90Re9HwxDWKggtmjeGSukEjbYE5y9fRcLZJPy8PwE/7o2HwWAU9tepUyd8//33TPDYGZ1OBwCQyaQY8ERX9Hm0E8JaByG0WQDqqRQo1uhw4a9kJJxJwq79R4X/q06nw8yZM/HDDz9g/fr1/L8SEREREd3CJA9RFWVnZ2Pv3r0VPvbrr78iOzsbHh4eNo6KiMixDBw4EDExMTCUlCDl5MlqlW0r0WgAAHKlEnKFwpphWpxcoYBcqYReq0VKSorY4RDZraCgIBw6dAgff/wx3n33Xeh0OhgMRvywJw4/7Imr0j4UCgXeeecdvPXWWyzRZoekUikmj3oWk0c9Bz9vz7sed1arENY6CGGtgxA9/Bmkpmfhs5VbsXD1NhiNRiQkJKBHjx7YvXs32rVrJ8IREBERERHZF5ZrI6qiH3/8sdLyEHq9HrGxsTaOiIjI8cyfP18ox5SXno70CxeqvK3JYAAASGUyq8RmbaVxa24lq4ioYnK5HDNmzMBff/2F2bNnw9vbu0rb+fj44J133sFff/2FGTNmMMFjB/76669yt0Oa+iN+4+f4dFp0hQmeivh5e2LB9HE4uPFzhDT1BwBkZGSgV69eSEpKsnjMRERERESOhr98iKrofvPubN26FSNHjrRRNEREjsnT0xPLli3Ds88+CwDISEyETC6HVxXK7hiN5jJMEqljXqNSGrdWqxU5EiLH4Ofnh3fffRczZ87E4cOHcfToUSQkJCAlJQU6nQ4KhQL+/v4ICwtDp06dEB4eDicnJ7HDpltKSkowbtw44XaX9i2wc8U8uLu51Gh/4e1CEb9pIfqOmYnDJy8gMzMTL774IuLj45nQIyIiIqIHGr8NE1VBXl4efv7553uu8/PPPyM/Px+urq42ioqIyDb0ej3Onz+PhIQE4S8lJQUajUboaFWpVEJna+mfp2fFV2kPGjQIixYtwqRJkwAA186dg0Gvh3do6D1Lt0mlUhgBmIzGStexZ6VxK5VKkSMhcixOTk7o0aMHevToIXYoVA0ff/wxTp48CcA8guen5XNrnOAp5VHfFTtXzEPXoW/g4t8pOHr0KD7++GPMmDHDEiETERERETkkJnmIqmDHjh3CJLGV0Wq12LFjB4YPH26jqIiIrMdkMiEuLg6LFy9GTEwMioqK7rtNcnIy4uPjhdtqtbrSdSdOnIjCwkKhYy4jMRGavDz4t2sHJ5Wqwm0kt8qdGW+VbXM0pXGrKjk+IqK6IjU1Fe+99x4Ac4J+zcdvwqO+ZS6E8qjvitUfv4luwybDaDTi3XffRVRUFPz8/CyyfyIiIiIiR+OY9U6IbOx+pdqqux6Ro9NrNMhISICec4vUOQUFBViyZAnatWuHRx99FOvXr68wwSNXKqFQq6F0cYFCrYa8gtEpFW1XUFAgLE+fPh1ffPGFcDsvPR0X9+5FdnIyTCbTXduWJn/0Wi3090m82xu9Tgf9rTJt/v7+IkdDRGRdS5cuFS6QmjzqWXRuF2rR/Ye3C8UbUYMAADqdDsuWLbPo/omIiIiIHAmTPET3UVRUhJ07d1Zp3Z9++qlKV7sTObq4qVPxy8iROPjmm2KHQha0detWNG/eHK+88gpOnz4t3C9TKFDf1xc+LVuiWbduaNW3L1r16YMWvXoh9Mkn0aJXL7Tq0wet+vZFs27d4NOyJer7+kKmUNzVRufOncslxF9//XX88MMPaNSoEQDAUFKCq8eO4Z8//0RRTk65beu5uwvLxbm5lj14KysucyxhYWHiBUJEZGUlJSVYvnw5AEAmk2LyqOes0s7k0c9BJjP/nF22bBlKSkqs0g4RkT1atWoVJBIJJBIJ/vnnnwembaIHgaVfYyUlJQgJCYFEIsHGjRtrH+ADbsKECZBIJIiKihI7lHKY5CG6j127dlWYuFHJ7543oqio6L5z9xA5uqL0dKTu2wcASNm7F0XXr4scEdVWZmYmhg0bhiFDhiAjI0O4X+3hgcYdO6Ll00/j4UcegVdQEFwbNYK8guQNAMgVCrg2agSvoCA8/MgjaPn00wjo2BFqDw9hnaysLAwZMgTDhw9HVlYWAPMcPefOncOwYcOE9fLS05H0++9I+uMP3ExOhtFggLpskueOBJC9K5uUYpKHiOqyQ4cOIT09HQAw4Imu8POueH622vL3boQBT3QFAKSnp+Pw4cNWaYeorvvtt9+EzsSyf3K5HA0aNEDTpk3Rs2dPTJ48GVu3br1vGXMiIrIv//3vf5GYmIgWLVrg+eefFzucGjl27Bg++OAD9O3bFwEBAVAqlXBxcUFwcDBGjRqF/fv3V3lfOp0O33zzDfr06QMfHx9hXyEhIfj3v/+NQ4cO3XP76dOnQ6FQYO3atThy5EhtD81imOQhuo8tW7ZUeH+/oIrnmqhsfaK6IvnXX8vf/uUXkSIhS9i2bRtatWqFTZs2Cfe5eXsj6LHHENSzJzwCAiC9NRdOdUllMjQICEBQz54IeuwxuHl7C49t3LgRLVu2xLZt2wAAnp6e2LBhA7Zs2QIvLy9hvaLsbCQfO4Zzu3cjOyXl9v0OluQp4kgeInpAHD16VFju82gnq7bV+9Hb76dl2yWi2jMYDMjOzsY///yD/fv3Y+HChRgyZAj8/f0xb9486PV6sUMkO8RRPtbB80o1VVBQgPnz5wMAZs+eDanU8VIBjz32GMLCwvCf//wHu3btQkpKCnQ6HQoLC5GUlITVq1ejZ8+eGDly5H0vREhOTkanTp0wZswY/Pzzz0hPTxf2lZiYiJUrV6Jr1674v//7vwpLyANAQEAAoqKiYDKZMHPmTGscco3IxQ6AyJ5ptVps3779rvs9VFJ09lNi79/FyNYYyz22fft2aLVaKCuYn4KoLkjes+eu2yEvvSRSNFQbX3zxBSZNmiTcljk5wa9tW7j7+UEiuXu0Ym2o3d3xcOfOyElNReqpUzCUlCAzMxPPPvssvvjiC7z++usAgMGDB6N379747rvvsHjxYpw6dQoAYNDpUJCZKeyvICsLRoOhxgkoWzIaDCi4NWpJrVYjNDQUer0e58+fR0JCgvCXkpKC4uLiu7afPn06evTogbCwMLRo0QJyOb++2buSkhIcOnQIR48exbFjx4QfIgqFAv7+/ujYsSM6deqELl26wMnJSexwiSzq2LFjwnJY6yCrthXW6vb+ExISrNoW0YPglVdewYQJE4TbBQUFyM7OxqlTp/Drr7/il19+QWZmJmbNmoXY2Fhs375dKLlLD45Ro0Zh1KhRYodBRFXw9ddfIysrCwEBARg6dKjY4dRIamoqAMDX1xfPP/88Hn30UTRu3BgGgwHx8fFYsGABUlNTsXbtWuj1enz//fcV7kev16Nfv35Cafq2bdvi//7v/xASEoL8/HwcOHAACxYsQGFhIT7//HP4+PjgzUqmKJgyZQqWL1+O3bt348iRI3jkkUesc/DVwF4ConvYs2cP8vPz77q/zUMKSCUStPFS4I+r5Seez8vLwy+//IJ+/frZKkwim9HcuIHMOzpRMhMSoLl5E6oGDUSKimpi/vz5mDFjhnDbzdsb/u3awUmlslqbEokEHv7+cPH0RMrJk8i7Vc5n4sSJKCgowPTp0wEALi4uGDduHKKjo3Hw4EF89dVXiImJKVc606DTITctDR4BAVaL11Jy0tJguHVFUbdu3TBy5Mi7judevvnmG3zzzTcAzEmigQMH4tVXX0W3bt0snoyj2klNTcXSpUuxfPlyoVxVRdatWwcA8Pb2RnR0NKKjo+Hn52erMImsKqXMqMvQZtZ9j27RvHGF7RJRzXh5eaF169Z33d+3b1+8/fbbOHv2LCIjI3H8+HH8+eefeO655/Drr79CUUkpXyIiEo/BYMCXX34JAHjhhRccchQPAISGhuKDDz7A4MGDIbvjIs8uXbogMjIS3bt3R2JiItavX49XXnkFjz766F37iYmJERI8Xbt2xf79+8vtr1evXhgwYAC6du2KkpISzJ8/H5MnT67wIsuQkBB07NgRx44dw6JFi4Tfd2JyzP8ukY2UnRy8rDZe5i+xbR6q+MtsZdsRObqUX3+FyVh+9JrJaETKHSXcyL598cUX5RI8XsHBeLhzZ6smeMpyUqnwcOfO8AoOFu6bMWMG/vvf/5ZbTyKRoHv37vj++++Rm5uL06dPl4s76++/bRJvbWX99Zew/Msvv2D9+vUVJnjkSiUUajWULi5QqNWQVzAitKioCOvXr0ePHj3Qvn17LF26FAUFBVaNn+5Pr9fj/fffR7NmzTB37tx7JnjKSk9Px3vvvYdmzZrh/fffZ+kbqhPKlsmop7Jux69KeXskHOcJIbK+Vq1aIS4uDh06dAAAHDhwAIsXLxY5KiIiqsiePXtw9epVAMCIESNEjqbmtm/fjqFDh96V4Cnl6emJBQsWCLcrm0YjLi5OWJ4+fXqF+wsLC0NERAQAIDs7GxcuXKg0rpduVbTZunUrcsvMwSsWJnmIKlFSUoKYmJi77ndTStC4vjmL27i+HG7Ku6+ijomJQUlJidVjJLK1q3eUait1Zwk3sl/btm0rV6LNp2VL+LRoYfMRIRKJBD4tWsCnZUvhvokTJwpz9NxJLpejdevWmDdvHtq2bQvAPF+Pvc/Ncz0pCcUVxChTKFDf1xc+LVuiWbduaNW3L1r16YMWvXoh9Mkn0aJXL7Tq0wet+vZFs27d4NOyJer7+kJW5krZU6dOYfz48WjevPkDcXGBXq/H6dOnsWrVKrz++uvo1q0bGjduDC8vLwQGBt61/oYNG3D69GmrJ06SkpLQpUsXzJw5U+hklsmkeLZXdyx9bxKO/u9LFJyIgeHCThSciMHR/32Jpe9NwrO9ukMmM38V1+l0mDlze5NdEwABAABJREFUJrp06YKkpCSrxktkbWWv6C/WWDfxotHe/r7NkQRkaZ06dYK/v/99/zp1su7cU/amXr16WLt2rfDd8dNPP73nb98///wTY8eORXBwMFxcXODs7IzQ0FC8+uqr9/zMmzNnjjAHCWCumDFnzhy0adMGLi4ueOihh/DMM8/g4MGD5bbLyMjAzJkz0apVKzg7O6Nhw4YYOHAgjh8/fs/jOnPmDObNm4fevXvD399fmIg7KCgIUVFR952I+854NRoNPvnkE3Ts2BGurq5wdXVF586d8eWXX1bpu0l2djamTZuG0NBQ1KtXD15eXnjqqaewefPm+25bVWlpaZg2bRo6duyI+vXrQ6FQwNvbG23atMELL7yAVatWIS8v767tKpof5rfffoNEIsHo0aOF9Zo2bSqsV/r322+/VRhLTZ8ntTmOqrDk/1Wn02Hx4sV4/PHH0ahRIyHOZ555BuvWrYPxjospgdqf16qIi4vDmDFjEBISAjc3N7i4uCA0NBSDBg3CmjVrKj13NTmeoqIiuLq6QiKRVCnp8OeffwrHeOcFgXeuZ4n3mdzcXMydOxcdOnSAu7s7JBIJVq1aZbH2Stni9Q1AmHc3KCgIbdq0uee6Z86cEc5FaZJkz549GD58OBo3bgylUgk/Pz9ER0cjs0wZdXvxr3/9S1i+fPlyheuUvSCoWbNmle6refPmwrJWq610vcGDBwMwvy9U1H9sayzXRlSJffv2ITs7+67723gpIb31ASCVSNDaS4GDyeVf9Ddv3sRvv/2GXr162SRWIlvQ5uTg+p9/VvhY+uHD0OXmQlG/vo2jourIzMxEdHS0cNsrOBheQdadL+F+vIKCYNDrkZGYCAAYN24cevToAU9PzwrXl0gkmDBhAsaPHw8AuH7xIh7u3NnuypbptVqknDqF3LS0cverPTzg2bQp6vv6Vmk+IblCAddGjeB6q9690WBATloabvz9N4pufUZlZGRgyJAhGDZsGL788stKz50jMplMiIuLw+LFi6tV4g4wJw0B65a4O3nyJHr16iX80JFKpZg86llMHvUc/Lzv/j84q1UIax2EsNZBiB7+DFLTs/DZyq1YuHobjEYjEhIS0KNHD+zevRvt2rWzWJxEtuTv7y8sX/gr2arz8py/fLXCdoksIT09XZgHgMpr1aoVevXqhd27dyM1NRVHjhxBt27dyq2j1+sxceJEfP3113dtf/HiRVy8eBHLly/HV199hbFjx96zveTkZDz11FNIvPV9EQAKCwuxc+dO7N69G+vXr8fzzz+PU6dO4Zlnnin3fysqKsKPP/6In3/+GT/99BOeeOKJu/b/22+/4fHHH7/rfp1Oh0uXLuHSpUtYs2YNpk2bJkxgfi/Xr19H7969cfLkyXL3HzlyBEeOHMHu3buxbdu2SksnnTt3Dk899RSuXbsm3KfRaPDrr7/i119/xb///e8KSxFVx/79+xEREXFXB/7169dx/fp1nDlzBhs2bICnp6dwVbs11PZ5YsvjqM3/9cqVK+jbty/Onz9/1z537tyJnTt3YunSpYiJiUEDG5VBLy4uxssvv4z169ff9VjpuY+JicE777yDOXPmlHu8psejVqsxaNAgrFu3Dtu2bUNhYSGcnZ0rjbF0bhWZTIZhw4bd9bgl32eSkpLw9NNPC4nLiliiPVu8vkvt27cPgLmk2f2UfV43bdoUQ4YMuetCwrS0NCxfvhx//PEHEhIS7vm/s7WyCZzK3luDy1QS+euvv9CqVasK1ytNEkkkEgTdo7+kSZMm8PHxwbVr1/Dbb79h5MiRNQndYpjkIarE/Uq1lWrrpbwryVO6PZM85CgeUihw6r33INFoKl1Hl5sLUyVXJ5n0euwdO/aeSR5l/fpo8/rrcGvSpNbxUs289tprQme0m7c3vENDRY7IzDs0FJq8POSlpyMjIwOvvfYaNmzYUOn6L730EmbPno2MjAzkpacjJzUVHnbUuZd77RpSTpyAvswXTTdvbzwUEgK1u3ut9i2VydAgIAANAgJQlJOD6xcvCnMbbdy4EXv37sWyZcswaNCgWrUjtoKCAqxbtw6LFy8W6iZXRK5UQiqTQSKVwmQ0wmgwQH/H1ValJe7Wr1+Ptm3bYsKECXjppZfg4uJSqxiTkpLKJXhCmvpjzcdvonO7qr+u/Lw9sWD6OAx95jFEvfUJLv6dgoyMDPTq1QtxcXH3/FFBZK86duwo1CVPOJNk1SRPwtnbV8uGhYVZrR0iuttTTz2F3bt3AzB3tN+Z5Hn55ZexZs0aAOY5fV566SUEBwdDIpHgxIkTWLhwIc6ePYvo6Gh4e3ujf//+lbb1/PPPIyUlBdOnT0efPn2gVqtx4MABvPPOO8jLy8PLL7+MTp06ISIiAsXFxXj//ffx2GOPwcnJCbt27cL7778PrVaL0aNHIykp6a6Rf3q9Hs7OzujXrx+eeOIJhIaGws3NDRkZGTh79iy++OILXLlyBR9++CGCg4PLjaqoyHPPPYfz589j4sSJ6N+/Pxo0aICLFy9i7ty5OH/+PGJjY7F8+XKMGzfurm1zc3PRu3dvoQN42LBhiIqKgpeXFxITE/HZZ5/h22+/vef3o/vRarUYPnw48vLy4OrqildeeQWPP/44vLy8UFJSgitXriA+Pr5aI8UfeeQRnD59GjExMZg5cyYA4Oeff4avr2+59Zo2bVrudm2eJ9Y4jnup6f+1oKAATzzxBP66VcJ50KBB+Pe//w1fX1/8/fff+PLLL/H777/jwIEDiIiIKDdPSE3P6/0YjUYMHDgQe25V5AgKCsKECRPQqVMnqNVqXLt2DQcPHhRGgljqeADzb7l169ahsLAQMTExePHFFyuM0WAwYOPGjQDMc6V4eXndtY4l32eGDBmC1NRUvP766xgwYAA8PDyQlJSEJmX6L2rbni1e36VSUlKEhNUjjzxy3/VLkzwymQwTJ07EkSNHMHbsWAwaNAgPPfQQkpKSMHfuXJw7dw4XL17Et99+i9dff73WcVrK77//LiyHVtLP8cILL2DWrFnIy8vDRx99hGeeeeaukm3Hjx/Hjh07AADDhw+Hm5vbPdt95JFH8OOPP2L//v21PILaY5KHqAIGg6HCkkEuCgmaepR/2TT1kMPZSYLCElO5+3/44Qd89dVXldaMJLInAz09cX3v3lrt4+bZs/ddR6ZUosv779eqHaqZLVu2CF/SZU5O8G/Xzm5Gv0gkEvi3a4eLN27AUFKCjRs34vnnnxeGP9/JxcUFixcvxpAhQwAAqadOwcXT02ZzCt1L5uXLSDtzRrgtc3KCX9u2cPfzs/j5Vru74+HOnZGTmorUU6dgKClBZmYmnn32WXzxxRd29aW7OrZu3YoJEyYgIyOj3P0yhQIunp5Qu7ujnrs76tWvD3kF5Zn0Oh2Kc3NRnJODopwcFGRlwXAr4VZa4m727NlYvHhxpc+x+ykpKcELL7wgJHi6tG+BnSvmwd2tZomj8HahiN+0EH3HzMThkxeQmZmJF198EfHx8RVO9Elkz8qWrtq1/yiihz9jtbZ+3p9QYbtEZH0dO3YUlsuOsAHMn+WlHaHLly/HmDFjyj3eqVMnjBgxAv369cPevXsxceJE9O3bt9LPvBMnTuD3339HeHh4uX0EBwejX79+yM/PR3h4OEwmE/78889ypXY6d+4MT09PvPrqq7h69Sp27NiBZ599ttz+27dvj5SUFLhXcDFO79698dprryEiIgJ79uzBu+++i5EjR97zd37pqI6y5YM6duyI3r17o2XLlrh+/ToWL15cYZLnvffeQ0pKCgDggw8+wPTp04XHwsLCMGTIEERERAgJtpqIi4tD2q3R5t9///1dI1zCw8MxdOhQfPLJJ1UeRe3s7IzWrVvj6NGjwn3BwcF4+OGHK92mts8TaxzHvdT0//ruu+8KCZGZM2di7ty5wmNhYWEYPHgwIiMj8d133yE+Ph7Lli3DK6+8AqBm57Uq/vvf/woJnmeffRbr16+H8o75QPv161fhXJO1OR7gdsImIyMD33//faVJnr179wptl859Upal32fOnDmDXbt2lbtYu+wFJJZozxav71JlS1mWzqN2L6VJHoPBgDNnzmD//v3l3nPDwsLw6KOPonnz5tBqtTh48OBdvzct8Xt35cqVGDVqVLW2MRqN+PDDD4XbQ4cOrXC9Ro0aYdWqVXjppZcQFxeHRx55BG+88QaCg4NRUFCAuLg4LFiwADqdDu3bt8dnn31237bDwsLw448/4tKlS8jIyKgwGWkrnJOHqAIHDhy4q3MJAFo1Ugil2kqVlmy7U0ZGRrlJvYjs2Yn8fMDaHf4SCXx79rRuG1ShgoICvPrqq8Jtv7Zt7SIhUpaTSgW/MnWCJ0yYgIKCgkrXHzx4sPDlzVBSgpSTJ2EymSpd3xauJyaWS/C4eXsj5Ikn4OHvb7WEmkQigYe/P0KeeAJu3t7C/RMnTqxSORF7kpmZiWHDhmHIkCHlPoPVHh5o3LEjWj79NB5+5BF4BQXBtVGjChM8wO0Sd15BQXj4kUfQ8umnEdCxI9QeHsI6pSXuhg8fjqysrGrH+vHHHyMhwdy5HNLUHz8tn1vjBE8pj/qu2LliHkKamkelHT16FB9//HGt9kkkhi5dusD71vvRj3vjkZpe/ddYVaSkZ+LHvfEAAG9v73IdEURkfQ0bNhSW7yxzXvod5Nlnn72rI7SUSqXCl19+CQD4559/7jmnyBtvvFHha/yZZ54RrrLPzMzEvHnzyiV4So0ePRqqW999K7ra2tPTs8IETymFQoFPPvkEgLlM1YkTJypdFwBef/31comAUg0aNBBGAZ06dequibq1Wi1WrlwJAGjbti3efvvtu/bh5OSEb775Bk5OTveM4V7Kdtr3vMfvM7lcft+r2Gujts8TWx9HTf6vWq0WK1asAAC0bNnyrrJngPn7/OLFi4XXVOnxWovRaBSez35+flizZs1dCZ5SUqm03KghSxxP2dJrP//8c6Xfxb/77jsAt0u83cnS7zOjRo26ZzWe2rZnq9d3qdJkEoAqJR7KlmtbtmxZhe+5fn5+QqWBe/1Wt7XPP/8cf96aWuDZZ5+954U/zz77LI4ePYqXX34ZJ06cQFRUFLp27YpevXphzpw5UKvV+Oyzz3DgwAHh++y9lD23Ypd4ZZKHqAKVlmp7qOIOpTtLuN1vP0T25s/8fIT9P3v3HR1VuTVw+DclvUMICQkQkARCh4ReVEQQ5VKVLkUhKE24Kl75uCA2FAuIFBGV3pQqigoXEAKEktBLCp0QQhJMIT1Tvj8mc5gkM5M6KfA+a2WtKae8ZyaZnDn73Xt/9RV2Fpp1YOfhwXM//ki93r0tsn3BvA0bNkgXzZ09PXH19q7kERnn6uMjBSr0M7vMWbJkCbXyetWkxsURFxFh8TGaknDtGnEGNak9/P3xbd++woJpVra2+LZvj4dBneFZs2aZbVBalezcuZNmzZrlKwnh7OmJ39NP49e9O2516xarh5Ex+hJ3ft274/f00/mCYVu2bKFp06ZGs3dNuXv3Lh9++KFu23I5axe8i5uLU6nGVpCbixNrFrwr1ZGeN29epX9ZEISSsrKykurQq9UaFq7ebpH9LFy1HbVa19Q5ODi4XC6ICIJQfIZlTx8+fCjdvnv3rjQRwtRsar2AgACpl2BoaKjJ5YYNG2byuZYtWwK6C8um9mdnZyddmNRnIJiTnZ3N7du3uXz5MhcvXuTixYv5JhMV7MlSkLGsAz3DzIAbN27key48PFwKmI0ZM8ZkXwkfHx969epV5HGY4uXlJd3WX3SuaOXxe1LRx1Ga9zU8PJzk5GRAF0QwlQHm7OwsvQ6XL1/O16+lvJ09e1Y6v5wwYUKJShiX1/GMGjUK0JVK/OWXXwqtn5WVxY4dOwDo379/oTFa4nPG3PtbHvurqL9vPX3FAQA3g8luxsTHx3P//n0AevToYbT/kV5mZiaQP9Cvd+HChTL/lLTs+KFDh/jPf/4D6AIuxvolGcrNzWXjxo3s3r3b6CTR+/fvs2nTJrMBQUOGPacMX/PKIII8glCARqMxGpyxU8po5Gb8y+NTNaywUxaepb1t2zY0Gk25j1EQLKFG27b02b4dbyOzk8rC+5ln6LN9O7XFDNtKodVqWbZsmXS/duPGVaZMW0EymYzajRtL95cuXWo2O6dWrVp8//330v34qCjio6NNLm8pKffu5cvg8WraFK+AgAp/nWUyGV4BAXg1bSo9Nm3atBIFMCrD4sWLGThwoHRSrLCyol5gIL7t25e5h1FB+hJ39QIDUeRdENaXuCtuQGzFihVSY88ZYweWqAdPcXRo1YTpYwYAugaihr/jglBdTJw4Uep5sXD1Dk6eK98g/IlzESxasxPQzbAPDg4u1+0LglA0w8COYZaEYVmp4cOHI5PJzP7oZ/EXLAllyLBZdkH6DBx3d3ezFzL1yxmO21B6ejrz58+nVatWODg4UL9+fZo1a0aLFi1o0aJFvnJHRWUBm+oHAfkvCBYci2EfjqJ6aLRv397s8+Z07dqVhg0bArosqfbt2zN//nyOHTuWr3m5JZXH70lFH0dp3teLBt8Riso4NXzecL3ydubMGem2uQwoY8rreNq3by8FXvUZO4Z2795NamoqYDz4YonPGX3A2Jjy2F9F/X3r/fPPP9LtooI8htmJ5oJY2dnZUp+fxgbf2/WaN29e5h9zWZUFXbp0iYEDB6JSqbCxseHnn3+mdu3aJpdPT0+nZ8+efPLJJzx48ICZM2dy5coVsrOzSUlJYe/evXTt2pVTp07xr3/9i2+++abIMRi+tg8ePCj22C1BBHkEoYATJ05IdV0NNa1ljUJu/IKdUi6jaa3C2Tx3796VUgYFoTqwdXOj+5IlBM6ahdxEKaTikltbEzhrFt2XLMG2iJMKwXKOHj3K+fPnAV3Zq/K+aF7e7F1dpbJa58+fz1dL2JgBAwbkO/m6d/ky965cqbDSbarsbGIMToo9/P3x8LNck/Hi8PDzy5fRM3HixFKVJKsI8+fP56233pLuV/USd7m5uaxcuRIAhULOjLGDLDLGGeMGoVDoTtO///57cnNzLbIfQbAUb29v5syZA+gmUI2e+QVJKcYvrJZUUspDxsz8QppINXfuXLyraIaqIDzODM8tDC9wGyt7XhzmeqbY29ubfE4/G97cMobLqdXqQs/dvHmTFi1aMGvWLM6fP290GUP6mexlGa+xsRiWvSuqvJK5C5lFsbKyYvfu3QQEBAC6XjOzZs2iS5cuuLq60qdPHzZu3Fjk61AW5fF7UtHHUZr31fBCe1HvmWFpKMP1ypvh365hNlRxlOfx6HvxHDt2TAoc6OkDP+7u7kazWizxOWMuEFIe+6uov289W4OKEkV9ZhlmJxbsbWXo4sWL0u+3uaBYRbhx4wa9evUiKSkJhULBpk2bePrpp82uM3fuXA4fPgzAjz/+yOeff06TJk2wtrbG2dmZ559/noMHD/Lss8+i1Wr597//LV1LMcXwtbWzsyv7gZWB6OQqCAWYKrHW0kSpNsPnw+9lG91ex44dy2VsglARZDIZjUeOxCMwkKPvvktqMUoaFOTcsCFdvvwSNyOzO4SKZZjF496gQSWOpPhqNmhARt5J8NKlS+nSpYvZ5adNm0Z6ejqzZs0CdBk9Wamp+LRqZfFyaTHnz6PKmyno7OmJp5kZfhXJs0kTslJTSY2LIz4+nilTprB58+bKHlY+ixcvlt4z0AXIPJs0qbAMKH2Ju7iICOLzGkbPmjULR0fHQk1E9Y4fPy7NyOvXoxPenu4WGZuPZy369ejEjn1HiYuL48SJE3Tt2tUi+xIES3nvvff45ZdfOHfuHJE3Ynhxwn/Zs/KjMpU3TEp5SJ/xs4m8oaszHxQUxMyZM8tryIIglIBhNoDhjG7DC9wbNmwo9oXAomaaW9Krr77KjRs3kMlkjBs3jmHDhhEQEECtWrWkXiUajUYqTWWpyUSG2y3qfKisY2jatCkXLlxg9+7d7N69m0OHDnHt2jUyMzP5888/+fPPP/n666/Zs2ePRRqJl9fvSWUfR0lY+j0tjbKcd5f1eEaOHMm8efPQarVs2rSJ999/H9AFQ/744w9Al1VirByrJT5nTJWeK6/9VeTfNyCVNQddkM3JyfT5lz7IU7t2bbMTZwwzflq3bl3o+fLIQPPx8Skymyc2NpaePXsSGxuLTCbjp59+YuDAgWbX0Wq1UllHf39/xowZY3Q5pVLJRx99RNeuXdFoNKxatYqFCxea3K5hANPwNa8MIsgjCAa0Wq3RII+NQoZ/TfN1vv1qWGGjgOwCk0S2bdvGggULqmx5JEEwxa1JE174+Wf2jhhBct4F0OJw9fen18aNKCt5FoOgq3G8a9cuABTW1rgYNM2sylzr1CH24kXUOTns2rULlUqFUmn+lOX999/H0dGRadOmAboePZEPHuDdogWuFsoKSbp7l5S8zE+FlRU+rVpVmc96mUyGT6tWRD54gDo3ly1btvDKK68wePDgyh4aoOvBY5jB49W0aaVkQOlL3CmUSu5dvgzogoZ169Y1Wg/asFTDC91MN/QsD727BbJj31FpvyLII1Q3SqWSFStWSJOdjp+9Qqch01m74N1SlTk8cS6CMTO/kAI8Hh4ebNy4scj/D4IgWMa+ffuk24b/owz7NMhkMpo3b16h4yqpiIgIjhw5AujOJz/55BOjyxnOwrcUw4yo+/fvmy1TV9rMAkMKhYIBAwZI5zz37t3jjz/+YNmyZYSHhxMeHs7EiROl3ijlqTx/TyrzOIpi+J7GxcWZfU/1PVEKrlfe9P1iQHex3FjZLVPK83j8/Pxo3749J0+eZMOGDVKQZ+vWrVK5PVN9cir6c6Y89lfRf9+GAYekpCTq169vcll9kMewLKUx+uC+u7u70WBQixYtSjPUfFatWsXYsWNNPp+YmMjzzz8v9Vf79ttvGT16dJHbvX//vhSQKeo4DXtsRRTR99fwf0NlB3lEuTZBMHDmzJlCaaIAAbWsUJoo1aZnpZAR4F442+fGjRv5ot2CUJ3I5HLSStj0O+3uXWSlbJAulK8rV65IKeKO7u6lblxf0eQKBY55Xz4yMjKKPLHSmzp1Kjt27JBOrtS5udw+fZqbJ0+SkdcgtLykPXjAndOnpfveLVtaPGuopKxsbfE2ONGeNGkSaWlplTginYSEhHz9M0pa4k6r0ZD24AEJ165xOzycq0ePEh0SwtWjR7kdHk7CtWukPXiAtgQ98Ypb4u60wXse2NyyQanAZo+2r2/0KgjVjb5Xgl7kjRg6DZ3B2/NXEBNXvOa0MXEJvD1/BZ2HzsgX4Nm3b59Uz18QLMHT0xNvb+8ifwxLEj0pLl68yP79+wGoW7cuQUGPJj4YXjzbu3dvhY+tpC5duiTdHjZsmMnlDCd6WIrhBdJTp06ZXbao50vDy8uL1157jdDQUNq2bQvAb7/9VmSpJ0PFnfBkyd+T8jiO8mIYDDhx4oTZZQ1L/RcMIpTnRDL9awJIpauKq7yOR08fxLl06ZJUFmvjxo0A+Pr60qlTJ6PrVfTnTHnsr6L/vg33F2Vm0m5OTo70fbu4QR5jWTwVISUlhd69e3M5b3LeZ599xuTJk4u1ruGkIJVKZXZZw1LZRU0m0r+2Dg4Ohc57K5oI8giCga1btxp9vIVH8XqTtDBR0s3UdgWhqrt37Biq9PQSraNKTyeuiD4qQsUwvDBc1XvxFGQ43pJc4B4wYACXL19m6NCh0mOpcXFEHzpE9OHD/HPnDppS1uXWqNX8c/s20YcPc+3IESmI4OzpiWsV7Qfh6uMj9Z2Jj4+XvjRVpilTppCQoLu4W5ISd7mZmcRducLlvXu5duQIsRcvkhQTQ3piIhn//EN6YiJJMTHEXrzItSNHuLx3L3EREeQW8wu9Z5Mm+V6rKVOmFFomJiZGut2kYd1ibbe0Ap6qZ3S/glDdaTQavl61Hd9nRzNo8oes2Pw7YReiSM/IQq1Wk56RRdiFKFZs/p1Bkz/E99nRfL1qu9SDJygoiCNHjlR6LXjh8RcWFkZMTEyRPxVx8b8qyczMZPTo0VI5oXfeeSffRbBGjRrRtGlTADZv3szt27crZZzFZXixz1y/ju+++87iYwkMDJTKO61bt85kyaa7d+9a9MK2lZWV1NtCpVKRXILJUoZ9QLKzC5ez16uI35OyHEd5CQwMlEpPrVmzxmR/oIcPH/Lzzz8DuhJ0BXvlFPd1LY5WrVpRt67uPPaHH34o0SSw8joevWHDhkll0jZs2EBMTIwUeBo5cqTJ4FZFf86Ux/4q+u87KChI6hFjLmh06dIl6XPQMABYkFarlQJxpoI8Wq22zD+msngyMjJ46aWXpEl3//d//8d7771X1MsgqVGjBs7OzgCEhoaaDfQcOnRIut2giJL3+te2Y8eOlZ5dLoI8gpDHVKk2Kzk0MZKhY0wTd2usjPxVbdu2rVLqqwpCWd0xKMNQEesJ5cswOGJXzYI8di4u0u2SZjG4u7uzefNmtm7dmq/2dkZSEndOn+by3r3cPHWK+OhoHsbHSz11ClLl5PAwPp746GhunjrF5b17uXPmjNQvSK9248ZVpkxbQTKZjNoGJRiWLl1aqf+Ptm7dKn3hK26JO61Gw/3ISK7873/cj4pCVcwvtqrs7EfrRUYWmdmjL3GnyKv7vWXLlkLnBTkGvyt2tsU7NygtW5tHZWJzTPyOCkJ1ZG2t+9tRqzXs2HeUN+Yspt3gqTi27o8y4EUcW/en3eCpvDFnMTv2HUWt1kjrffLJJ4SGhooMHkGoJJcvX6Zr167SbO6nn36aN998s9Bys2fPBiArK4tBgwZJkzuMyc7OZtmyZWRlZVlm0EUw/DxZs2aN0WWWL1/Ozp07LT4WGxsbxo0bB+h6X3zxxReFllGpVEyYMKFM5wYhISFcvXrV5PM5OTnSRU5HR8cSlSAyvJh/7do1s8uW9ffEksdRXmxsbBg/fjygu5g+b968QstotVqmTJkiZZEbm2hUkte1KHK5nHfffRfQTSQaPXq0yd8njUZDbF55aii/49Hz8PCgZ8+eAGzatImNGzdKkzpGjBhh9jgq+nOmrPurqL9vPWtra9q3bw/kz6oqSF+qDcxn8kRHR0sBwYrO5MnJyWHgwIEcPaorZf3WW2/x8ccfl2gbcrmcl156CdCVKTRXmtMweNS3b1+T28zOzpYCX926dSvReCxBFDAWhDyXLl0ymsLYxN0aa0XxLt5ZK2Q0drfmYnz+D+TIyEguX75Ms2bNymWsglARNLm53D14sFTrxhw4gCY3F7mRJolCxckX5DEImlQHdqXM5DE0ePBgevfuzYYNG1i2bJl0AqbOySElNlbqpwOgtLFBrlAgk8vRajRo1OpiBRPs3dyqfJaUvasr9m5uZCQlcf78eY4dO0aXLl0qfBxpaWn50umLU+IuOy2NW2FhZKakSI8pFHL69ejEC92CCGzuR5OGdbGztSYzK4eI63cIvxjNnyFh/HogFLVag1ajIS4igpR796gfFISNo6PJ/elL3N3OmyE2adIkevfujWPeOvqL0wCZWTk42FuuRF9W9qMyAYb7FYTq7tSpU2zbto3vv/+euLi4Ipf38vIiODiYCRMmmG0GLAhC2cXHx+drnJ2enk5S3vnD/v372bdvnzRZpGPHjmzdutVoU/Thw4fz119/sWbNGsLDw2natCkTJ07k6aefplatWqSnp3Pt2jVCQkLYvn07//zzT7F6KlhCmzZtaN68ORcvXmT58uUkJyczcuRIvLy8uHPnDuvXr2fr1q106dJFusBoSXPmzOHnn38mJiaG9957j7NnzzJ69Gg8PDyIiori66+/5tSpU7Rr167UJZ3279/PRx99RLdu3XjppZdo2bIltWrVIjMzk6ioKL777jtptvz48eNLNDu9TZs22NrakpWVxX//+1+USiW+vr7I5brZsN7e3lJ2QVl/Tyx5HOVpzpw5bN++nevXr/PRRx9x8eJFXnvtNerUqcONGzdYsmQJf//9NwCdOnXKV9ZYrySva3FMnjyZ3bt3s2/fPnbs2EGLFi2YNGkSQUFB2NvbExcXx/Hjx9m0aRMjRozggw8+KNfjMTRq1Cj++usv7ty5w/z586Xj1WfOmFLRnzPlsb+K+Ps29NJLL3Ho0CFOnjzJw4cPcXJyKrSMPsjj7OxsttyYPrgPFR/kGT58uJTd1KNHD15//fV8/6sKsra2NtrzaM6cOezatYuMjAw++OADwsPDGTNmDA0bNiQrK4vjx4+zaNEiKVPrueeeo1evXib3c/jwYam0mz6AVJlEkEeoMtRqNZ9++im//fZbhTQ1LCg1NdXo48Ut1abX0qNwkAd0Hw761EBTjKW6duzYUUpfLQ03Nzf69u3LrFmzyrQd4clz/+RJckz8Xfg89xyt336bs19+ScyBA4Wez0lN5f6pU3h17mzpYQpm6Es8KW1sUFazi8RKa2uUNjaosrPLVKrK0dGRiRMnEhwczLFjx1i6dKl0YmeoWAEde3sGDBhAQkKC1GzYvYj07aqiZoMGUgbS0qVLKyXIs2HDBqmJaHFK3GWmpHD92DEp00oulzNj7EBmjB2Et6d7oeUd7G0JbO5HYHM/goe9yN24RL5etY1Fa3ai0WjITEnh6pEjNOzUyWzQ09XHh+TYWFLj4qQSd/ovpz4+PtJyEdfvWLQvz5Vrj8pAGO5XEKo7Ly8v5s2bx+zZszlx4gRhYWGEh4cTExNDTk4O1tbW+Pj4EBgYSFBQEB06dDB6EVkQhPK3fPlyli9fbnaZWrVqMX36dGbOnGn2ovmPP/5I7dq1+eqrr0hMTOSTTz4xOXPawcGh0r6rymQy1q1bR48ePUhKSmLTpk1s2rQp3zItWrTgl19+oU6dOhYfj4uLC3/++Sc9e/YkLi7O6HjGjRtH9+7dpayA0tBoNBw6dChfWaKCBg0aJF10Ly4nJyemTZvGggULOH36NL179873/MGDB3nmmWek+2X9PbHUcZQnJycn9u/fT58+fYiIiGDHjh3s2LGj0HJdunTh119/Nfq3UNLXtShyuZydO3cyZswYtm7dSlRUFNOnT6+w4zE0YMAA7O3tycjIkErq6Xv1FKWiP2fKur+K+vvWGzFiBO+//z5ZWVns2LHDaJBLH+Rp3bq12QoL+l7jtra2NClmue3ysn37dun2gQMHiizZW79+faP91ps0acKuXbsYPnw4iYmJ7N69m927dxvdRo8ePfjll1/M7kdfCr1x48b5etNVFhHkEaqMGTNm8O2331b2MPJRyCCgVsm+VAbUskIhA3WBajj379/n/v37JR7D9evXS7xOQSdPniQxMZFvvvmmzNsSnhzGSq7Jra0JfO89Gg0dikwmo9vixURv3szpBQvQFEgpvrNvnwjyVDJ9eri8mgZ49eMuj/IdMpmMLl260KVLF1QqFREREYSHh0s/MTExZGVlkZ2djY2NDba2ttJFRv2P/mTWJS9AoLC2xqUCvuyXB9c6dYi9eBF1Tg67du1CpVJV6GxGrVbLsmXLpPtFlbjLTkvLF+Bp3MCHtQvepX2r4n+h8PZ056v3JzLkxacZM/MLIm/EoMrO5vqxYzTq1s1kRo++xF1qXobB0qVLmTBhAjKZjLZt27J+/XoAwi9GWzTIE34pWrodGBhosf0IQmWxsrKia9eudO3atbKHIgiCEXK5HCcnJ1xcXKhfvz6BgYF069aNvn37FivDVKFQ8Pnnn/P666/z/fffc+DAAW7evElqair29vbUq1eP1q1b06tXLwYOHFiiLITy1rp1a86ePcv8+fP5448/iI2NxcnJiUaNGjFkyBAmT56cryeKpTVr1oxLly7x+eefs2PHDm7fvo2TkxMtWrRgwoQJDB8+nNWrV5d6+zNnzqRDhw7s27eP0NBQYmNjpYk4np6edOjQgdGjR/Piiy+WavufffYZfn5+rF27lkuXLpGSkmKyd0tZfk8sfRzlydfXl3PnzrFy5Up++eUXLl68SGpqKjVq1KBNmzaMHDmSESNGSJk5xpTkdS0Oe3t7fvnlFw4ePMiqVas4cuQIcXFxKJVKvL29adq0KS+//DL9+vWzyPHoOTo60r9/fynYIZfLGTZsWLGOoaI/Z8pjf5b++zbk7e1N//792b59Oxs2bDAa5NFXuzBXqg0eZfI0b968Wk8g79mzJxEREfz444/88ccfXLp0ieTkZJRKJZ6enrRr144RI0bQr18/s99X9YEz0FV/qApkWtEopEgxMTFSU7I7d+48drMpNRoNUVFRhIeHc+7cOZKSksjKypJm0tna2uLm5karVq0IDAzE39+/WB/UCQkJ+XohgC7921gdVLVaTY0aNUxm01SWAHcrXmtjPvvGmJ/OpHIlMbfoBSuQi4sL//zzT7Heu+qmJL9rgk5Rr5lGrWbns8+S9eCB9LzLU0/R5csvcTWS9pocFcXRd94hxaA+sG3Nmgw4eLDaBhgKqo6/Z66urqSkpGDj6EiT556r7OGUWMT+/WSnpeHi4lIpjVKNuXDhgjRzyKVOHXzbtavkERXfzVOnpBJ1Fy5coHnz5hW27yNHjkh1iu3d3PDr3t3kslqNhujDh6USbR1bB/DHDx/j6my6zFpRklIe0mf8bE6ciwB05QD9unVDZuZ/YvThw1L205EjR+jSpQshISF0zxv7wOe7sH3pnFKPqSiDJn/Ijn26sjAhISHlfiG8On6mVTbxmpWceM3K5nH/HmpMdHS0NBFB9F4SBEEQhLI5fvw4nTp1QqFQcPXqVXx9fSt7SI+F9evX8+qrr1KjRg1u3rxptBReUcr7nEdk8jyBtFothw4d4tdffyUsLIwzZ85IzbOKw9HRkTZt2hAUFET//v3p3r17mRtOKxQK7OzsqlyQp2Xt0pU3alnbusoFeezs7B7LAI9gGZn37+cL8DQaOpS2776L0sTMF1d/f3pv2cLpBQu4mtdUPevBAzLv38ehmmQ6PI70syyLajhfVenHbWNjU8kjecSwP1BV78VTkL2rqxTkCQ8Pr9Agj2EWT1El7uKjo6UAT+MGPuxZ+VGZAjwAbi5O/PHDx3QaMp3IGzFkJicTf/UqtY0ErfWMlbjr2LEjnp6exMXF8euBUO7GJRotHVdWMXEJ/HogFHg0E1UQBEEQBEEQBKEkOnbsSJ8+ffjjjz+YP38+K1asqOwhVXsajYZPP/0UgHfeeadUAR5LEFd8nyApKSksWbKEZs2a8eyzz7Jw4UJCQkJKFOABXePkkJAQFi5cyDPPPEPz5s1ZunRpmQM0//73v8u0fnmr7aCgtWfpLiy29rShtkPVyl6YMWNGZQ9BqEbsatfG91//wqVRI7otWkT7OXNMBnj0lHZ2tJ87l64LF+LSqBG+/fph7+lZQSMWjNGXldCUIY2/MunHXZHlMYpiGOSxq2ZBHsM+NIbHoVKpuHDhAqtXr2bq1Kl07tyZevXq4eHhgaurKx4eHtSrV4/OnTszdepUVq9ezYULF1CpVMXar0qlYteuXUDRJe5yMzO5HxUF6Eo1rF3wLm4u5XPS7ObixJoF70oTHu5HRpKbmWlyedc6dVDkBUr1Je6srKyYMGECAGq1hoWrt5tcvywWrtqOWq0LcgYHB4t+JIIgCIIgCIIglMrnn3+OQqFg1apV3L59u+gVBLN++eUXrly5Qt26dYvdy6oiiEyeJ8DVq1f58ssvWb9+Penp6YWed7WV4+OsxMdJgbezEmcbOVZyGUo5qDSQq9GSmq3hbqqKmIdqYlJVJGc9mhV++fJlpkyZwnvvvceoUaN45513aNSoUYnH+e6776LRaJg9e3aRdUVr2cupaW+ZIIoc8HJS8nR9W5Ty0mUoKeUyJrdz5tCtLO49VGGpOfSJGWoSM8xvXalU8vHHH/Puu+9aaBTC40iuUND5s89KtW69Xr2o16tXOY9IKA0fHx/u3LmDKjsbVU4OymLUT68qVDk5qLKzgarVdD5fkMcgaFIdGAalwsPDOXLkCMuWLWPXrl1kZGQUuf6dO3cIDQ2V7tvb29O/f38mT55M586dTWb1XrlyRdq+o7u72RKOD27elDK4ZowdWKIePMXRoVUTpo8ZwNertqPVaHhw6xaeJhqHyhUKHN3dSYmNJSMjg4iICJo3b87EiRP5/PPPycnJYeHqHQzp071cx3niXASL1uwEdNl4wcHB5bZtQRAEQRAEQRCeLC1atGD16tVcvXqV27dvU69evcoeUrWmVquZO3cuPXr0qNR+cgWJIM9jTK1Ws2jRImbPnl2oaXUDVyWdfGzxr2mFg3XRCV11nKCJ+6OLg2k5GqIf5BIak8WNZN1M3vT0dFasWMGaNWv4+OOPGTlyZInGK5PJ+M9//sMzzzzDiBEjuHHjhsllk7I0dKtnR0cfmzKXirMUOys5LzSyt8i2tVotoTHZ7I4qHLQz1KBBAzZt2iTKvAjCEyowMFC6KJ+ZkoJTNeqBkGnQg6cqNZ2PiYkBQGljU62CZgBKa2uUNjaosrM5deqU1CPH6LI2NsgVCmRyOVqNBo1aLQXd9DIyMti0aRObNm2iZcuWTJo0iZEjR+LomL+0WnFL3OmDLgAKhZwZYweV4iiLNmPcIL5ZuxO1WsODmzep7e9vsjePsRJ33t7ezJkzh9mzZ6PRaBg98wtCf15ULhlHSSkPGTPzCzR5ga65c+fi7e1d5u0KgiAIgiAIgvDkGjVqVGUP4bExYsSIyh6CUSLI85iKjIxk3Lhx+Wbc2iigrZcNnXxs8XIq21vvaC2njZcNbbxsuPdQxbGYLE7fyyZHDVlZWbzzzjts2bKlVNvu2LEjZ86c4c0332TTpk1Gl1FpYHtEOlH/5PJKUwfsrZ6cyoMZuRp+uZzOxfgcs8sNHz6c5cuX41LNZpoLglB+DIMjmcnJ1SvIk9eTBapWkEc/acJcNkpVph93bu6jvnEKa2sc3d2xd3XFztUVOxcXowEsVU4OmSkpZCYnk5GcTFpiIuoc3f+i8+fP88YbbzBnzhyWLVvG4MGDpfWKW+IuPSlJCiT169HJIr1uAHw8a9GvRyd27DuKKjub9KQkHGvWNLpswRJ3Y8aMAeC9995jx44dhIeHE3kjhhcn/Jc9Kz8qU6AnKeUhfcbPJvKGLpAYFBTEzJkzS709QRAEQRAEQRAE4cnw5FwZf0JoNBq++uorWrduLQV4ZEC3erbM7u7GoADHMgd4CvJyUjI4wJH/dnejWz1b9Hk1p06dKvU2XVxc2LBhA6tWrcLBwcHkchfjc/g6NIXrSbkml3mcXE/K5evQFLMBHgcHB1avXs2GDRtEgEcQnnCGwZEMg8yY6iCjimby5OQFNUxlflR1huO2d3OjXtu2NO3VC9927fDw88OpVi2TGUpKa2ucatXCw88P33btaNqrF3XbtsXezU1aJj4+npdffplhw4aRmJgIFL/EnWH21gvdgkp7iMXSu1v+AKgpBUvc6SmVSjZt2kStvMDp8bNX6DRkOifPRZRqPCfORdBpyHRO5K3v4eHBxo0bUSrFfCxBEARBEARBEATBvOp5hUIwKjc3l9GjR/POO+9IM43d7eS8GeRMv8YO2Cot+3bbKuX0a+zAG0HOuNuVfV8ymYyxY8cSHh5OmzZtTC6Xkq3hu7BU9l7LQK3Rlnm/VZFao+Wvaxl8F5ZKSrbpHjxt2rTh9OnTjBkzpsqWsRMEoeIEBARgb68rG5mWmIimiH5nVYVGrSYtL0Bgb29PExM9UyqDdV4ARN83prrRj1thZYVf9+641a1b6qwkuUJBjbp18eveHb+nn8bZ01N6bsuWLTRt2pSdO3cWu8RdvhJ9zf1KNabiCmz2aPvmgjz6EnfwqFSfnp+fH/v27ZMCPZE3Yug0dAZvz19BTFxCscYRE5fA2/NX0HnoDCmDx8PDg3379uHnZ9nXQBAEQRAEQRAEQXg8VLsgT2JiIgsWLKBLly54enpiY2NDnTp16NChA++++26+8mRPkqysLAYPHsyGDRuAR9k7Mzq50sDNqkLH0tDNihmdXPNl9RiOs6QaN25MaGgoM2bMMLmMFth3PZMV4akkZVaPi5jFlZSp5rvwVP53PRNzIax///vfhIaG4u/vX2FjEwShalMqlfTv3x8AdU6O1FukqkuOjZXKgPXv379KZTPY2toCVJuAWUH6ccvL+TW1d3XFt3176gUGorDSnXckJCQwcOBAkpKSdPssIpiUY3CO0KRh3XIdX0EBTz1qNppTxLmJftzGzmFatWrF0aNHpWwzjUbD16u24/vsaAZN/pAVm38n7EIU6RlZqNVq0jOyCLsQxYrNvzNo8of4Pjuar1dtl3rwBAUFceTIEVq2bFlehyoIgiAIgiAIgiA85qrOVZNi+OWXX3jzzTd58OBBvsfv3bvHvXv3OHnyJNHR0ezcubNyBlhJcnNzGTJkCLt37wZAKYdRLZxo5lF5DaGtFTL6NXbgKTcr1l94iCpvwnNwcDC//vorVlYlCzzZ2Njw9ddf07NnT8aOHUtCgvEZsjeSVSw8nsLLTR1oWdumrIdR6c7fz2br5XQyVabDO7Vq1WLNmjX06dOnAkcmCEJ1MWnSJKm/WeKNG7jVtezF8/Lw4MYN6fbkyZMrcSSF+fj4cOfOHVTZ2ahycsxmplQ1qpwcqeeNlZ1duW9fJpPh5uODo7s7MefOkRoXB0BaWpru+SJK3BlmR9nZWvZ1tbV5dB5SVFaWftzZea9dQX5+fhw/fpwFCxYwb948cnJyUKs17Nh3lB37jhZrPNbW1sydO5eZM2dWqaCmIAiCIAiCIAiCUPVVm0yetWvXMmzYMB48eICHhwdz585l3759hIeH8/vvv7N48WKef/75EgcPqjuNRsO4ceOkAI+1Al5v41ypAR5DzTyseb2NM9Z5k3f//PNPxo0bJ81YLakXX3yRc+fO0bNnT5PLZKq0rDufxrbLaeSoq2f5thy1lq2X01h3Ps1sgOf555/n/PnzIsAjCIJJXbp0kbICMpKSqnxvnozkZDLyMj9atWpF586dK3lE+Rn2B8pMSanEkZScYVkyewv2bLOytcW3fXs8CmSWFjeYApCZZbr3XHnIyn7Uy6+4wScbG9OTR5RKJbNmzeL69evMmTMHT4PSdeZ4eXkxd+5crl+/zqxZs0SARxAEQRAEQRAEQSixavFN8sqVKwQHB6PRaOjWrRu7d+822lB+6tSpUkPkJ8XChQulEm1KOYxr7UyjGlUr0NWohhXjWjvz45lUVBrYsGEDbdq04e233y7V9ry8vPjrr7/48ssv+b//+z9UKpXR5Y7fzeZGsoqRLRzxcqoWv+oAxD5UsfFCGvfTTZcCUiqVfPrpp7z99tvIq2nzb0EQKoZMJmPSpEm88cYbANyPjMS3ffsq2bdLq9VyPzJSuj9p0qQqN858QZ7kZJzy+rFUB4ZBKTtXV4vuSyaT4RUQgEKp5N7ly0DRJe6sbW1Jz7sdcf2ORfvyXLl2O99+zdGP27aI5QC8vb2ZN28es2fP5sSJE4SFhREeHk5MTAw5OTlYW1vj4+NDYGAgQUFBdOjQ4YmboCQIgiAIgiAIgiCUr2px5Xvq1KlkZ2fj7u7O9u3bjQZ49KyrUdmUsoqMjGT27NmArgfPqBZOVS7Ao9eohhWjWjix5txDtMDs2bPp27cvjRs3LtX25HI5M2fO5JlnnmH48OFcv37d6HL309UsPpnCv/wd6ORjU+UuFhrSarUci8nmt6h0qbydMU899RSbNm2iXbt2FTc4QRCqtZEjRzJnzhzi4+NJjYsj+e5d3Hx8KntYhSTHxEglvjw8PBgxYkQlj6gwwyBPVc+KKshwvJYO8uh5+PmRcP06qqysIkvc2bm6khQTA0D4xWiLBnnCL0Xn268phiXufErwN2NlZUXXrl3p2rVrqccoCIIgCIIgCIIgCMVR5VMAIiIi2L9/PwBTpkzB3d29kkdUNajVasaNGyc1Ae5az7bKlGgzpZmHNV3r6WbBZmVlMW7cONRlbFzdvn17zpw5Y/ZCoEoDOyLSWXPuIek5pSsTZ2npORrWnHvIzgjzAZ6RI0dy+vRpEeARBKFEHB0dWbZsmXT/7vnz5BbRbL6i5WZlcffCBen+8uXLcXR0rMQRGRcQEIC9vT0AaYmJRWanVBUatZq0xEQA5AoFthX42rp4eUm3zZW4Mwy2/BkSZskh8VdIuNH9FmRY4s4wwCcIgiAIgiAIgiAIVUWVD/L88ssv0u1XXnlFup2UlER0dDQPHjyojGFVukWLFhEaGgqAu72cFxrZV/KIiueFRva42+l+7UJDQ/nmm2/KvE1nZ2fWr1/PmjVrcHBwMLncpYRcFh5P4do/uSaXqQzX/tGN61KC6XE5Ojqydu1a1q9fj7OzcwWOThCEx8XgwYMZMmQIAOrcXGLOnUOrrRp9y7RaLTHnzqHO1X0ODh06lEGDBgGgysoiPjwcVRUJSimVSvr37w+AOieHlNjYSh5R8STHxqLOK2nr7OlZZB+a8mRvEETJNJP95ODmhjKv782vB0K5G5dokfHExCXw6wHdOZTSxgYHNzeTyxoGpUSQRxAEQRAEQRAEQaiKqny5tuPHjwPg4uJCQEAAGzZsYMGCBZw/f15apkGDBowZM4a33367Ss76LW9Xr17NV6ZtSFNHrBVVtwyZIWuFjFeaOfJdWCpa4P/+7//o0qULDRs2LPO2+/Tpw/79+wkODs73+2EoJVvDivBUnmtgR8+Gdijklfe6qTVa9l3P5MCNTMxdZm3WrBk//vgjDRs2JCEhocLGV50kJha+EGjsMeER8ZqV3OPwmn3wwQccOHCAxMREUuPiiIuIwCsgoLKHRVxEhFSmzd3dnQ8++ED6vDv7f/9HwtGj1OrShdaffFKZw5QMHz6cTZs2AZB44wZudetW8oiK9uDGDem2e4MGFbpvw0wZcyXuZHI5NevX535UFGq1hoWrt/Plf4LLfTwLV21Hrdalzdb09TUb8DIcb4MGDR6r/8OPw2daRROvWcmJ10cQBEEQBEEQLE+mrSrTeE1o0KABN2/epFWrVnTt2pWlS5eaXLZ58+b89ddf1KlTp0T7iMmr/27KvXv3aN++PQB37twpUU12S3jjjTdYsWIFAN3q2dKvsenslapqV2Q6R25X7qzs+i5KRrZwxM1OUeH7TspUs+FCGrdSVBW+b0EQBENeTZvi4We53idFiY+O5t7ly0afq6FU8q2/v3R/SlQUSaqq97np9/TT+bJVqpqM5GSiDx0CwNbZGf9nnqnQHnVajYaLe/agUatRWFvTtFcv5Arj/3tzMzO58r//odVokMvlhG5ZSPtWTcptLCfORdB56Aw0Gg0yuZyAnj2xsrMzuqxGreby3r1SBpQgCOUjPj6eWrVqVfYwqoWYmBjq5k0kqArfQytCdHQ0KpUKpVKJXyWenwiCIAiCIFhSeZ/zVPlybf/88w+g682zdOlSXF1d+e6774iPjycrK4tTp07Rp08fAC5evMgrr7yCRlOyvit169Y1+6MP8FQFKSkprF+/HgAbBfR6yviFiaqu91N2WFd8bCWfWykqvj6ewtUKLt929Z9cvj6eIgI8giBUCfcuX+belSsVXrpNq9Xq9m0iwAMQ5ORk9n5VcT8yssqUvitIq9VyPzJSuu/eoEGFBnhAl6Hj7OkJFF3izsrOjtp5gT2NRsPomV+QlPKwXMaRlPKQMTO/kM4TazdubDLAA/lL3AmCIAiCIAiCIAhCVVXlgzzp6ekAZGdno1Ao+OOPP5g4cSK1atXCxsaGoKAgfvvtNynQc+zYMbZv316ZQ7aodevWSa9JWy8bbJVV/i00ylYpp62XTWUPgyyVljXnHpKlqpiLc1kqLavPVtz+BEEQiiM+KoqbJ0+SW0F9b3Kzsrh58iTx0dFml2tXoAdZ+yrakyw1Lo7ku3crexhGJcfESKXwlDY2uFbSLPCaBiXiEg1Kxxnj4eeHnYsLAJE3Ynhxwn/LHOhJSnlIn/Gzibyhy962c3XFo1Ejs+s8KGKcgiAIgiAIgiAIglAVVPkIga2trXT7lVdeoWPHjoWWkcvlfPHFF9J9fZ384rpz547Zn5MnT5b+AMqRVqtl2bJl0v1OPrZmlq76qsr4s1RabqdUTDbP7ZRcstUiwCMIQtWTGhdH5IEDJN25Y7GsFK1WS9KdO0QeOCAFHkxxVihoYm+f77Em9vY4mSjzVdnunj9fYUGy4srNyuLuhQvSfe+WLVEoK6cdo0ONGtjmBekykpKK7M1TPygIpbU1AMfPXqHTkOmcPBdRqn2fOBdBpyHTOZG3vtLGhvqBgUX24slISirV/gRBEARBEARBEAShIlXON/0ScHJykjJX9Nk6xjRr1gxvb2/u3r3LqVOnSrSP6lLb+NChQ1y5cgWABq5KvJyq/NtnVh0nJQ1cldxI1pUt27lzJ507d7bY/s6ePcuIESOMNoB1tqmYeKep/bi7u7Nx40Z8fHxo2rRpvucuX76Mu7t7RQyv2kpMTBSvWwmJ16zkHtfXbM+ePbzzzjskJiaizs3l9unTJMfGUrtx43LtM5ORnMz9yMh8wR13d3e+/PJLXnzxxULLx+zezZWvvsr3mFwm49DKlfj07Vtu4yqrCRMmsGvXLtS5ucScO4dv+/YVXg7NGK1WS8y5c6hzdZMYXL29cS1hz8LyJJPJcG/QgJhz5wBdiTtzr5WNoyMNO3fm+rFjqHJyiLwRQ6ehM5g+ZgAzxg3Cx7Pofh4xcQksXLWdRWt2SiXalDY2NOzUCRtHR5PrFSxx9+WXXzJ69OiSHG618Lh+plmSeM1KzthrJgiCIAiCIAhC+aryUYK6desSl3dBqKhgTN26dbl79y7x8fEVMbQK9+uvv0q3q0oWTFl18rHlRnIaoAti9e/f32L76t69OzlGauu72cqp7VAxM8NrOyhws5WTlJW/b1ROTg7du3cnNTW10Dru7u6iOW0piNet5MRrVnKPw2s2ZswYXnrpJaZMmcKWLVsAXVZPalwc9m5u1GzQANc6dZCXIoNGo1aTfPcuD27eLJQVMWzYML799luTF0cvhIYafTw5NJQ248aVeCyWsnLlSo4dO0ZCQgKpcXHERUTgFRBQ2cMiLiIiX5k27xYtKnlE4OrjQ1xEBKrsbKnEnZuZczs7FxcadevGrbAwMlNS0Gg0fL1qO9+s3Um/Hp3o3S2QwGZ+BDxVD1sbK7Kyc7ly7Tbhl6L5KyScXw+EolY/+n9r5+pK/cBAswEeyF/izsPDg4kTJ+JYxDqPi8fhM62iiddMEAShcq1evZpxeeeGN27cwNfXt1jPFef5x8mTdKyGcnNzad68OVFRUWzevJmhQ4dW9pCqtUmTJrF8+XJGjx7NmjVrKns4giAYqPLl2po1aybdVqvVZpfVP6+spFIklhYWFibd9q9pVYkjKT9+BscRHh5u0X3973//MxpEaeFhXWGzrmUyGc09rAs9npqayv79+ytkDIIgCAW5u7uzefNmtm7dioeHh/R4RlISd06f5vLevdw8dYr46GgexsejMtGMXpWTw8P4eOKjo7l56hSX9+7lzpkz+QI87u7ubNu2jU2bNpkM8GQnJ3PfRKnUuBMnyElJKcPRlq9atWrx/fffS/fjo6KK7DVkafHR0cRHRUn3fVq1QmlT+X3wFEol3i1bSveLU+LOxtERv+7d8QwIkMqrqdUaduw7yhtzFtNu8FQcW/dHGfAijq37027wVN6Ys5gd+45KAR6ZXI5nQAB+3boVGeApWOJu+fLlT0yARxAEQXgy/f3338hksmL/rF69urKHLAjF9u233xIVFUVAQACvvPJKZQ+nVOLj4/ntt9+YM2cOffr0wd3dXfp7HDt2bIm3d/v2bd555x0CAgJwcHCgRo0atG/fni+//JKMjAyz677//vtYW1uzbt26EldREgTBsqp8NKR79+7SScS1a9d4/vnnTS57/fp1ALy9vStiaBVKo9Fw5swZAFxt5ThYV/n4XLE4WstxtZWTnKU7Po1Gg9xMjfyy2LZtm9HHW9QuHHSxpBa1rQm5Xfii1rZt22jXrl2FjkUQBMHQ4MGD6d27Nxs2bGDZsmWcP38eAHVODimxsaTExkrLKm1skCsUyORytBoNGrUaVXZ2kfs4tGMHSTt3cuCPP0wuk5OSglalMvqcVqXiwIQJWLu4mFzfxsWFFlOn4ly/fpHjKQ8DBgzgm2++4a233gLg3uXLqFUqPJs0qdDSbVqtlrgrV/IFmeq0aIGLl1eFjaEornXqkFynDimxscUucSeTy6nt70+NunV5cOsWD27eLNbvmtLGhpq+vtSsXx8rO7sily9Y4m7o0KEMGjSo+AcnCIIgPLY0KhV7Bg4kNz0dKwcHXtyxA/ljOrlUeORJyX55XI8zLS2N+fPnAzBnzhyLXWuytNq1a5fbtn7//XdGjhxJisGkuYyMDE6dOsWpU6f44Ycf2LNnDw0bNjS6ft26dRkzZgwrV65k9uzZ/PXXX+U2NkEQyqbKn5X069cPKysrcnNz2b59O2+88YbR5Q4dOsSDBw8A6NatW0UOsUJERUWRlqYra+bjXOXfthLxdlKQnKXh4cOHREdH07hx43LfR25uLrt27Sr0uLONjHouFft61ndR4mwtIzUnf2PzXbt28fHHH1foWARBEApydHRk4sSJBAcHc+zYMZYuXcquXbsKzeoqzkV2e3v7QuvF79hB7J9/lmmM/1y6VOQyChsbOn7ySZn2UxLTpk0jPT2dWbNmAbqMnqzUVHxatcLK1vIlVnOzsog5dy5fzyPPgABqmfiCVpl8WrYkLTERdU5OiUrcWdnZ4dmkCbX9/UlPSiIzOZnM5GRysrLQajTI5HKsbW2xc3XFztUVBzc3KfunOAxL3Hl4eLBkyZJSH6NQMrm5uRw/fpywsDBOnz5NTEwMOTk5WFtb4+PjQ9u2bQkKCqJjx45YWT0e2eyCIFQviefOkZo3qTQTeHD+PLXatq3cQVnAm2++yaRJk8wuU9V6Go8dO7ZU2QxlXbe6eZKOVW/58uUkJiZSt25dhgwZUtnDKRd169YlICCAvXv3lnjdc+fOMWTIEDIyMnB0dOT999/n2WefJTMzk82bN7Ny5UoiIyN56aWXOHXqlMls9rfffpuVK1eyd+9eTp06JSYrC0IVUeWjBTVr1mT8+PEsX76cffv2sXnzZoYNG5ZvmYcPHzJ9+nTp/sSJEyt4lJZnWMrMx6li+sdUFB9nJZcSdLNmw8PDLRLkOXToEP/880+hx5t7WCOv4AbZcpmMZh7WhMbkv0D64MEDjh07VqFjEQRBMEUmk9GlSxe6dOmCSqUiIiKC8PBw6ScmJoasrCyys7OxsbHB1tYWHx8fAgMDpZ+aNWtSp06dfNt179iR2L/+Aq3WxJ7LZfDU6d7dcts34f3338fR0ZFp06YBut5GkQ8e4N2iBa4+PhbJ6tFqtSTHxHD3wgUpAwXAu0UL3KtggAd0GTZ1W7fmZl5JvvioKBRKJR5+fsVaXyaX41izJo41a5bbmAqWuFuxYoXJcoJC+bl79y4rVqxg5cqVUg9OY9avXw+Ap6cnwcHBBAcHP5aZ+4IgVF33jhzJdz82JOSxDPJ4eHjQvHnzyh6GIJSZWq2WJuwMHz682mbxgC4LqV27drRr147atWtz8+ZNGjRoUOLtTJ8+nYyMDJRKJXv37qVTp07Scz169MDPz4+ZM2cSERHB119/zZw5c4xup3HjxrRt25bTp0/zzTffSOdpgiBUrmrxKTdv3jzq1asHwKuvvsrUqVM5ePAg4eHhrF69mvbt23P27FlAN/PkcYwinzt3Trrt/Zhl8hhmJunfx/K2detWo4+39KicHgUtaxvf7+7duyt4JIIgCEVTKpU0b96cMWPGsHjxYo4ePcqtW7e4f/8+ycnJ3L9/n1u3bnH06FEWL17MmDFjaN68udEeebWfeYYeP/yAnUHvn/Jk5+HBcz/+SL3evS2y/aJMnTqVHTt2SI3Y1bm53D59mpsnT5KRnFyu+8pITubmyZPcPn1aCvAobWzwbd++ygZ49Fy8vFAYZGTcu3yZe1euoLVk8M8IrVar2/fly9JjixcvZsCAARU6jieNSqXik08+oWHDhnz00UdmAzyG4uLi+PDDD2nYsCGffPIJKhNlHQVBEMpbbEhI/vsFgj6CIFQt+/bt4/bt2wCMGjWqkkdTNvPmzaNv375lKtt26tQp/v77bwBef/31fAEevbfffpuAvOz6RYsWkWswgaygkSNHArq2AylVqF+qIDzJqkWQp1atWvz55580atQIlUrFkiVL6NGjB0FBQYwbN46IiAgAXnvtNb755ptKHq1lJBk0rXa2qRZvW7EZHk9yOV8AA90Mjh07dhR63MFKRgO3ygmYNXBV4mBVeEb3nj17KmE0giAIFcuzY0f6bN+O9zPPlOt2vZ95hj7bt1O7Q4dy3W5JDRgwgMuXLzN06FDpsdS4OKIPHSL68GH+uXMHjVpdqm1r1Gr+uX2b6MOHiT50KF95Nldvbxo/+2yV6sFjjtIm/4SH+Kgobp48SW5W4b51lpCblcXNkyfz9TCaP38+U6dOrZD9P6mio6Pp2LEjs2fPJicnBwCFQs7A57uw4sO3CNu+hLSzu1BH/EHa2V2EbV/Cig/fYuDzXVAodOeMOTk5zJ49m44dOxJt8P4JgiBYQmZCAklXruR7LOnyZTITEippRFXLxYsX+fjjj+nduzc+Pj7Y2Njg6OiIn58fY8aM4fjx48Xe1tGjRxk/fjyNGzfG2dkZR0dHmjRpwoABA1i7di2pqamF1lm9erXUhP7mzZslGrupdf/++29kMpnUpwagQYMG0rL6n7///pvc3Fw8PT2RyWT06dOnyH1evHhRWv/TTz8t0XgBYmNj+c9//kPbtm1xcXHB2toaT09PWrRowfDhw1m9enWxX6eSHKcxJ0+eZMKECfj7++Po6IiDgwNNmjRh8uTJRf5/Lu1xFNfPP/8MgJ+fHy1atDC5nOH7oZ8cvG/fPoYNG0a9evWwsbHB29ub4OBgEqrx3/zOnTul24bvtyG5XM7o0aMB3TVIU+876Hq5AmRlZRltjSAIQsWrNikhAQEBnD17luXLl7N161aio6NJS0vDw8ODLl26MHHiRJ599tnKHqbFZBlc8LCSV1x5MY1WS2KGhphUFbEPVWSqtKg0WtQaUMhBKZdhp5RRx0mJj7MSd3t5icufGR5PlgUu7Bw9epT4+PhCj5e2VJtWq+Vaku71qOOk5Ck3ZYlL8CjkupJtJ+/mL9lWnU8aBEEQSsLWzY3uS5YQtXEjZ778Ek3exd7SkFtb0+add/AfMcIiJdFKw93dnc2bN/PKK68wadIk6f9QRlISGUlJxF68iKO7O/aurti5uGDn6orS2rrQdlQ5ObreMykpZCQnS71sCqrfrh2uBUrjVXVajQbQ9YHS9x2szBJ33377LVOmTCn3/QmPnDt3jueff14635HL5cwYO5AZYwfh7Vm4PJ6DvS2Bzf0IbO5H8LAXuRuXyNertrFozU40Gg3h4eF07dqVvXv30qpVq4o+HKEaEX2fhLIoWKpNevzoURo+4Zmff//9t9HrMDk5OVy9epWrV6+ydu1a/vOf/zB//nyT28nMzOT1119n06ZNhZ6LjIwkMjKSXbt2MXfuXD744IPyPIQys7KyYvTo0XzxxRfs3buXu3fvmi0p+tNPPwGgUCgYM2ZMifYVEhJC3759CwU/7t+/z/3797l48SKbN2/G3d2dvn37lvxgikmlUjFt2jSWL19e6Dn9+7Vy5UqWLl3KhAkTKuU4Dh48CEDHjh3NLmdYNadBgwa8/PLLbNu2Ld8ysbGxrFy5ksOHDxMeHo6Dg0OpxlSZQvKyER0cHAgMDDS53NNPPy3dPnLkCM8//7zR5erXr4+Xlxf37t3j77//loJDgiBUnmoT5AHdh9E777zDO++8U9lDqXA5Bhd0lBZM5NFqtVxPUnEpIUcK7GSXYLKxjQIp4NOsljUNixEAURgcT3YxGnmXVMF/0HotPApfTCtKWo6Gny+lcSXx0UWhAHcrhjRzxNG6ZG9MCyNBHkEQhCeJTCaj8ciReAQGcvTdd6WGxiXh3LAhXb78EjcL9HMrD4MHD6Z3795s2LCBZcuWcf78eQDUOTmkxMaSEhsrLau0sUGuUCCTy9FqNGjUalRm/i9aWVmRm5uLwtq62gV4ACmbqUaNGqxbt06aIakvcZccG0vtxo2xd3Utt31mJCdzPzIyXwaUh4cHK1asECXaLCw6OjpfgKdxAx/WLniX9q2aFHsb3p7ufPX+RIa8+DRjZn5B5I0Y4uPjef755zl69Ch+xezrJDw5RN8noSROffghMUZmruc+fGh0+bBPPuHc4sWFHvd55hnamehl8bhRqVQ4ODjw0ksv0aNHD5o0aYKzszPx8fFcunSJxYsXc+vWLT777DP8/f2NZhBoNBr69+/Pvn37AF3mxaRJkwgKCsLe3p579+5x7NgxKTOjIrRr144LFy6wa9cuZs+eDcBff/1VqNekvi/K+PHj+eKLL9BoNKxdu5b333/f6HZzc3Olz5tevXqV6HMmOzubYcOGkZqaipOTE2+++SbPPvssHh4e5ObmcuvWLUJDQ01e/yiP49R7/fXXWbt2LQB9+vRh5MiR+Pv7I5PJOHv2LIsWLeLSpUsEBwfj6enJv/71L4seR0ExMTFStlJR7Rz0QR6FQsG0adM4deoUEyZMYMCAAdSuXZvo6Gg++ugjLl++TGRkJD/99FO1zPq+kpeN2KhRI6MltfWaNHl0XnalQAZjQe3atePXX3+VAkiCIFSuahXkeZJZG8zuVWnKf/uZuRpO38vmWEw28emlKyEDkK2GG8kqbiSrCLmdRW0HBZ3q2hLoZY2tieiU2uB4bGzKt0eORqNh+/bthR63U8p4qkbJZulFP8hl08WHPMzJ3y/gSmIuC0OTGdbcCb+axd9moxpW2CplZKkqtv+AIAhCVePWpAkv/Pwze0eMIDkqqtjrufr702vjRpR2dhYcXdk5OjoyceJEgoODOXbsGEuXLmXXrl1kZGTkW85cQEfP3t6eAQMGMHnyZN5++22OHz+OOicHVU6O0UygqkqVkyMdr4+PDwMGDKBr165MmTKFLVu2ALqsntS4OOzd3KjZoAGudeogVyhKvC+NWk3y3bs8uHmTDIPytwDDhg3j22+/xd29cBaJUH5yc3MZPny4FODp2DqAP374GFdnx1Jtr0OrJoT+vIg+42dz4lwECQkJjBgxgtDQULMXLoQnh0ql4vPPP+fDDz/MN1muKPq+T5999hlz5szhvffeE79TTwhVZibXd+1CXYLKEqqMDFQF/pcD3Pj1V9q8+26VPz8xJj4+nosXL5p83sPDAw+DvoqtW7cmJiYGVyMTMnr37s2UKVPo27cv+/btY968eYwePRpFgf/l3377rRTgGThwIJs2bSp0XeCll14qUQ+3snJwcKB58+aEhYVJj/n7++Pr62t0eX9/f7p3787hw4dZtWqVySDPb7/9Jv0vfP3110s0pqNHjxKbNzlo48aNhTJcOnTowJAhQ/jiiy8KnWOaUtLjBN0kWn2AZ+XKlYwfPz7f80FBQYwaNYqXXnqJAwcOMG3aNPr06SN9llriOAo6duyYdLtNmzZml9UHedRqNRcvXiQkJIQOBqWfAwMD6datG0899RTZ2dkcO3bMaJCnPLLPV61axdixY8u8nYKysrJITEwEdOfd5ri5ueHg4EB6ejp37twxu2xgYCC//vorV69eJT4+Pt9ngyAIFU+csVYTtra20u1cTfkFBRIz1By6mcnpuGxyjMR2XG3l+Dgr8XFS4O2sxNlGjpVchlKuCzblarSkZmu4m6oi5qGamFQVyVmPojb309XsjEhnT3Q6bT1teNrXDnf7/Cd1hsdjeJzl4dSpU8TExBR6vGkta5TFLHun1mj561oGf9/MwtQrn5qjZeXpVJ7xtaX3U/YoirFtpVxG01pWnL5X+hJFgiAIjwuZXE7a3bslWift7l1kpbjoX1lkMhldunShS5cuqFQqIiIiCA8Pl35iYmLIyMiQvoTpjR8/nq5duxIYGEiTJk2kL8lBQUFSnfvMlBScatWq8GMqrUyDHnz6khEVWeLOw8OD5cuXM2jQIMsdpCBZsGAB4eHhgC6DZ8/Kj0od4NFzc3Hijx8+ptOQ6UTeiCEsLIwFCxYwa9as8hiyUI1FR0czfPhw6XcOdH2f+vXoxAvdgghs7keThnWxs7UmMyuHiOt3CL8YzZ8hYfx6IBS1WiP1fdqxYwebNm0SWWJPgOToaNTlVFVClZVFcnQ07i1blsv2KtLy5cuNluDSK1gurahJEtbW1nzxxRe0bt2aW7ducfbs2XylojQaDV988QUA3t7erF271uTET7lcXijDpCoZP348hw8fJjo6mqNHj9KlS5dCy6xatQrQvW6G2S3FYRjg6t69u8nllEolzs7OJdp2SejL7g0cOLBQgEfP1taWJUuW0LRpU27evMnff/9Nz549gYo5DsNrQEUFHgzLtX3//ff5Ajx63t7e+Pn5cfHiRanEcHXy0CAb0dGx6PMvfZCnqGM1fG3v3r0rgjyCUMlEkKeacHNzk26nZmuo41S27Wm0WkJuZfHntYxCmUENXJV08rHFv6YVDsUoQVbHCZq4P7rIkpajIfpBLqExWdxIVgGQo4bjd7MJu5fNC0/Z062+rdQPJzX70QCMzQAqC33jvIJa1i7ebOcHGWo2XEjjTqqqyGW1wMGbWVz9R8XIFo7UtC/6wmNLDxsR5BEEQQDuHTuGKj29ROuo0tOJO3YM72eescygLEipVNK8eXOaN2+erx57QkJCoS9In376KbWMBHAML5JkJidXryBPSop0u2BdcEuWuGvZsiWTJ09mxIgRxfqSK5Td3bt3+fDDDwHdBbq1C97FzaWMJ7J53FycWLPgXToPnYFGo2HevHmMGTNGlNl6gom+T0JpubdsydNLl3LsvfdMlmcrDisnJzovWFAtAzzlITs7m/v375OWloYmr/eeVvtoquS5c+fy/d8/e/Ysd/Mm+UyYMKFa/29++eWXmTZtGsnJyaxatapQkOf+/fv88ccfAIwaNSpftZbi8PLykm6vWrWKt956q+yDLqG7d+9KAfQhQ4aYXTYgIAB3d3cSExMJDQ2VgjwVcRyGvY4Nr6UVFB8fz/379wHo0aMHQ4cONblsZmYmADVr1jT6/IULF0oz1HyKyrIpLcPe18X5vdMHWvXHbEqNGjWk26K/tCBUPhHkqSYMv1TcTVXlC6qUVHy6mp8vpXEr5VHgwkYBbb1s6ORji5dT2X4tHK3ltPGyoY2XDfceqjgWk8Xpe7pMIZUGfovO4EJ8DkOaOeLhoCDGIIDSunXrMu3bkFarNVrH1UYBfsUo1XbmXjbbrqSTrS5Z5tSdVBULj6cwOMCBNl7my8/517TCRkGJ+h4JgiA8ju7klekozXrVMchTHgwvkmQYZMZUBxlGMnkMWarEXadOncqlnIZQfCtWrJDKZc0YO7BEPXiKo0OrJkwfM4CvV20nJyeH77//nnnz5pXrPoTqQfR9EsrK++mn6b1lCyFTp5Jy7VqJ13d56im6ffstzvXrW2B0FaNgpk5xpKens3jxYjZv3sylS5dQq01/uS2YrXzmzBnptrmsjurAzs6OESNGsGzZMn7++We++eYbHBwcpOfXrVuHSqW79vHaa6+VePtdu3alYcOGXL9+nenTp7NhwwYGDhzI008/TVBQUImDRqVhWNZt+PDhDB8+vFjrGWbvVMRx/PPPP9Jtc0Ges2fPSrfNBa2ys7OlHj+NTfQBbd68eckGWYEMK+YUp4Spvle2XRElJw1f2wcPHpRydIIglJeSdYoXKo3hBZCYh6WLCGi0Wg7dzGTh8WQpwCMDutWzZXZ3NwYFOJY5wFOQl5OSwQGO/Le7G93q2aK/rHIrRcXC48kcupnJnZRcaXljF3pK6+zZs9y4caPQ4wHu1lgpTF/gyVZp2XIpjY0X08wGeMzNsshWa9l4MY2fL6WRbabnjpVCVqaAnSAIwuNAk5vL3YMHS7VuzIEDaHJzi17wMRQQEIC9vT0AaYmJaMxcVKlKNGo1aXkXeezt7fM1eC1IX+Ju48aNpKSkcOHCBVavXs3UqVPp3Lkz9erVw8PDw2g5j8WLF3PhwgVSUlLYsGEDnTt3FgGeCpabm8vKlSsBXbmsGWMtUx5vxrhBKBS6rzXff/89uU/oZ8KTzFjfp+O/fFPqoKK+71OHvPX1fZ/0F2iFx5dz/fr02rQJn7ysg+Kq27MnvTZtqtYBntK4efMmLVq0YNasWZw/f95sgAcKZwYYBn0MMzyqqwkTJgC68lgFJ5zqS7W1a9eOFi1alHjbVlZW7N69m4CAAEBXmn7WrFl06dIFV1dX+vTpw8aNG4t8D8pCX0q3pAwn6VTEcRgGNcxloxiWaivYG8jQxYsXpfG0rIZZek5OjzKoi1NuLj2vukJRmXWGr21RASFBECxPZPJUE/7+/jg6OpKWlpYv86W41Bpd4OJM3KOovbudnCHNHGngVnRWS1nZKuX0a+xAcw9rfrmURmKmRsrqscoLNTo5OZXr7DhjWTwALcyUaotJVbHhwkMSMzQml7G2tmbBggVMnTqVxYsXM3PmTJMXE07FZnMzOZcRLZzwcTb+59aitjXn7ouSbYIgPLnunzxJTmqq0ed8nnuO1m+/zdkvvyTmwIFCz+ekpnL/1Cm8One29DCrHKVSSf/+/dm0aZNUysytbt3KHlaRkmNjpR45/fv3L3ZTc1Ml7sB4mbthw4YZLXMnVJzjx49Ls3f79ehktFxWefDxrEW/Hp3Yse8ocXFxnDhxgq5du1pkX0LVJPo+CeXJysGBJqNHE/O//xV7nSZjxmBlkLXxpHj11Ve5ceMGMpmMcePGMWzYMAICAqhVq5ZU8kmj0aDI66FoWLqtoMdhIkbr1q0JDAwkPDycVatWMXr0aABOnDjB5cuXgdJl8eg1bdqUCxcusHv3bnbv3s2hQ4e4du0amZmZ/Pnnn/z55598/fXX7NmzxyL9UQwDLxs2bCh2wKNgNo2lj8Pw/O+ff/7JF+QwpA/y1K5d22ypV8OMH1PVZy5evFjicRbk4+NT7i0MQBf00pfOM9az2lBSUpIU5KlbxPcKw4wpcc4tCJVPBHmqCblcTps2bQgJCSE5S0N6jqZY/XIActVa1p9/yOVEXSBCBnStZ8sLjeyxNpPRYgkN3ayY0cmVP69mcOR2FlogNy+e0qpVK+Ty8kku02q1RvvxWMkxmjmj0Wo5cjuLPdEZmKvO5u/vz+bNm2nTpg0A06dPp3v37gwfPpyoqCij6yRkaFhyMoUX/ex12UwFTl6b1LRGKadQbyRBEIQnhbFSbXJrawLfe49GQ4cik8notngx0Zs3c3rBAjQFygzc2bfviQzyAEyaNIlNmzYBkHjjRrUI8jwwyLKdPHlyJY5EsDTDsi4vdAuy6L56dwtkx76j0n5FkOfJIfo+CZZw78iREi0fGxJCrbZtLTSaqikiIoIjea/T+++/zyeffGJ0uaSkJJPbcHd/FPyPjY01WQqrOhk/fjzh4eEcOnSI69ev07BhQymLx87OrtglzkxRKBQMGDCAAQMGAHDv3j3++OMPli1bRnh4OOHh4UycOJEdO3aU9VAKMexHI5PJylSizJLHYRhwSEpKor6JDDt9kEd/fccUfVlBd3d3k5//pcnOKmjVqlWMHTu2zNsxJiAggJCQEK5evYpKpTI5ySoiIiLfOuYY/m2LII8gVD5Rrq0aCQp69OU46kHxylCoNfkDPEo5jGnlRL/GDhUe4NGzVsjo19iBMa2cUBr8BsbGxpZbeY3Lly8TGRlZ6PHG7taFjjstR8OqMw/ZHWU+wPPaa68RHh5e6ASgbdu2hIeHM27cOJPrqrWwOyqDn84+JC0nfzTHRimjcU3LZ1MJgiBURRq1ulCGjstTT/HCli34DRsmBcZlMhn+w4fzwpYtuDz1VL7lY/bvrzalyspbly5dpFmUGUlJVb43T0ZyMhl5XwhbtWpF5yc0OPekOH36tHQ7sLlle5kENnu0fX1Gh/BkqKi+T4DU90l4/MWGhJRs+RIGhR4Hly5dkm4PGzbM5HKGAf+C2hoExg4fPlw+AytHpckuGjFiBPb29mi1WtasWUNmZiabN28GYNCgQbi4uJTrGL28vHjttdcIDQ2VXs/ffvvNbJmygop7nIbXQvbu3VuygRahPI5DzzDgYmoybk5OjhTQKG6Qpzx7SFc0/eSX9PR0s+dJhw4dkm536dLF7Db1r62DgwMNGzYsh1EKglAWIshTjfTr10+6HRqTVeTyGq2uRJs+wGOtgNfbONPMo2r0gGnmYc3rbZyx1mVuc/36dcaNG4dGU/aUFlOl2loWOPaoBzl8FZpMhJmgmbOzM5s2beLHH380WZPU0dGRn376iY0bNxrtC6AXkZjL16HJRD3IPwu9ZW0bk+sIgiA8zjLv3yfLoFFno6FD6b1lC67+/kaXd/X3p/eWLTQyaI6a9eABmffvW3ysVZFMJmPSpEnS/fuRkWZLoVQmrVbLfYMJGJMmTXosSrMIphmWBGnS0LJZZgFP1TO6X+HxJvo+CZaQmZBA0pUrJVon6fJlMvN6Qj0pDHtUGfZcKei7774z+VyrVq2kklA//PBDsfqFVCTD3i76ZvRFcXZ2ZkjeeeqaNWvYunUrKSkpALz++uvlP8g8VlZWPP3004DuvUkuwcSf4h5no0aNaNq0KQCbN2/m9u3bpRusGWU5Dr2goCCpR8ypU6eMLnPp0iXpd7itmSw8rVbL+fPnAfNBHq1WW+YfS2XxAFLGFDzqD1WQRqNh7dq1ALi6uvLss8+a3ab+te3YsWOxyy8LgmA5IshTjTz99NNSuuSNZBX3HprvzRNyK0vqwaOUw7jWzjSqUbUyRhrVsGJca2cpo2fDhg0sXLiwzNs1FuRRyCCglu74VRotv0ens/L0Q9JyTF8M69ixI2fPnjU7M8nQ8OHDOXPmDB06dDC5zMMcLT+cfsie6HTUGt2+A9ytqKTEKkEQhEplV7s2vv/6Fy6NGtFt0SLaz5mDsojGnUo7O9rPnUvXhQtxadQI3379sPf0rKARVz0jR46U6pWnxsWRfPduJY/IuOSYGFLz+rN4eHgwYsSISh6RYGk5BqUV7WwtO8nI1ubROW5Ojuh1+KSo6L5PgNT3SXh8mcrKcW3cmC5ffWVyIkpJS7xVd4b9dNesWWN0meXLl7Nz506T25DL5bz77ruALkA/evRok5/hGo2G2NjY0g+4FLy8vKTb165dK/Z648ePB+DWrVvMnDkTgAYNGvDMM8+Ueiz6Ulum5OTkSFkYjo6OJSqfVZLjnD17NgBZWVkMGjSIBDPBzezsbJYtW0ZW1qNJypY8Dj1ra2vat28PwMmTJ40uoy/VBuYzeaKjo6XgY3XO5Gnfvj3dunUD4McffyQ0NLTQMl999RVX8gLcb731FlZWpq8fZmdnS8Ev/XYFQahcItRajehn606dOhXQZfMMCjCeWRKfrubPa7rZNDJgVAunKhfg0WtUw4pRLZxYc+4hWnQnDX379i11Pd6rV69K/2wM+de0wlYpJzFDzcYLD7mTarq0j0wm4/333+eDDz4w+4/NmIYNGxISEsLcuXP57LPPjM6o1gIHb2Zx9R8VI1o44m6vwK+mFRGJhWcF3rhxQ9Q3FQThsSVXKOj82WelWrder17U69WrnEdU/Tg6OrJs2TJefvllAO6eP4+juztWBrMyK1tuVhZ3L1yQ7i9fvtxkdqzw+LC2fhTYyczKwcHecr+TWdmPzqEM9ys83kTfJ8ES7hUo1SZTKmkWHEyzCRNQWFvj06MHl77/nksrV6I1yGaJPXKEhgMHVvRwK02bNm1o3rw5Fy9eZPny5SQnJzNy5Ei8vLy4c+cO69evZ+vWrXTp0oWjR4+a3M7kyZPZvXs3+/btY8eOHbRo0YJJkyYRFBSEvb09cXFxHD9+nE2bNjFixAg++OCDCj1GW1tbsrKy+O9//4tSqcTX11fqJezt7S1ljBjq0qULAQEBXLlyRQpEjxs3rkwZzPv37+ejjz6iW7duvPTSS7Rs2ZJatWqRmZlJVFQU3333nVQmdfz48SXKrCjJcQ4fPpy//vqLNWvWEB4eTtOmTZk4cSJPP/00tWrVIj09nWvXrhESEsL27dv5559/GD16dIUch6GXXnqJQ4cOcfLkSR4+fIiTU/5ebfogj7Ozs9lSY/pSbVB5QZ4jR47kC4wlJiZKt69evcrq1avzLW8qI+ibb76hS5cuZGZm0qtXL2bNmsWzzz4rlRTUlyP19/fn7bffNjumw4cPS1mtL730UimOShCE8iaCPNXMq6++yn/+8x/S09M5fS+bF/3ssVXmT8jSaLX8fCkNVV7Vs671bKtMiTZTmnlY07WeLSG3s8jKymLcuHGEhISgUChKvC1TpdpaeFhz+l4226+kk22m+Y6Xlxfr16+nR48eJd63npWVFZ9++inPPfccr776Kvfu3TO63J1UFYuOpzA4wIEWHtZGgzy//fabNAtFEARBEIwZPHgwQ4YM4eeff0adm0vMuXP4tm9fJcqhabVaYs6dQ533RXDo0KEMGmSZkkpC1eLj4yPdjrh+x6J9ea5ce1QyxnC/wuNN9H0SLMGnRw/uHjqEOisL18aN6fTJJ7gZNCBXWFvTcsoUfJ57juOzZpEcFYXCzg6fIkobPW5kMhnr1q2jR48eJCUlsWnTJjZt2pRvmRYtWvDLL79Qp04dk9uRy+Xs3LmTMWPGsHXrVqKiopg+fbqFR188Tk5OTJs2jQULFnD69Gl69+6d7/mDBw+azM55/fXXeeeddwDdMZZHKS6NRsOhQ4fy9U0paNCgQcyfP79E2y3pcf7444/Url2br776isTERD755BM++eQTo9t2cHAodF3HUsdhaMSIEbz//vtkZWWxY8eOfIEmeBTkad26tdnz5bNnzwK6knZNmpRvz7fi+uGHH0xmyx09erRQENXU71qbNm3YsmULo0aNIjU1lVmzZhVaxt/fn99//71QUKygjRs3AtC4ceN8/cMFQag8olxbNePi4sKoUaMAyFbD3muFm9CF3MriVopuRpG7vZwXGtlX6BhL64VG9rjb6X4lQ0ND+eabb0q1na1btxp9/EJ8DpsuppkN8PTt25fz58+XKcBj6LnnnuPcuXNmZzZkq7VsvJjGxXjjaem//fZbuYxFEARBeLwtWbJEyvxMjYsjLq+ZbGWLi4jIV6ZtyZIllTwioaIY1rgPvxht0X2FX3q0/cDAQIvuS6g6RN8nwRJ8+/alz/bttHnnHXpv3pwvwGOoRkAAvbdsoc0779Bn2zZ8+/at4JFWvtatW3P27FneeOMN6tevj5WVFTVq1KB9+/Z8+eWXnDx5Ml8pMFPs7e355ZdfOHDgAK+++ioNGjTAzs4OJycnmjRpwqBBg9i4caNU2q0iffbZZ6xcuZJu3bpRo0aNYk9EffXVV6Xbzz//vNR7qLRmzpzJnj17mDFjBh07dqRevXrY2tpia2uLr68vQ4cO5ffff2fbtm35euwUV0mOU6FQ8Pnnn3P58mXefvtt2rRpg5ubGwqFAicnJ5o1a8bIkSNZs2YN9+7dy5ftZOnj0PP29qZ///6Ari1AQfrqL+ZKtcGjTJ7mzZuXahJyVfOvf/2L8+fPM2PGDPz9/bG3t8fV1ZWgoCA+//xzzpw5Q6NGjcxuQx84A/L1BhUEoXLJtFW1O28VEhMTI/1DvnPnTqXPDrx69SotWrQgKysLGfBmkDMN3HQlxRIz1HwVmoxKQ6HnqoPrSbl8F5aKFt1MiQsXLhT5D8bQrVu38PX1LfF+ra2t+fLLL5kyZYpFZj1rtVq+/fZb3n333VLVib916xb16tUresEnVEJCgtSPQi8+Pl6UuTNDvGYlJ16zkhOvWcmV9TXbuXMnAw1KxXg1bYqHn2Vnt5sTHx3NvcuXpfs7duzI1/i1vIjftZKriNcsJCSE7t27AzDw+S5sXzqn3LZd0KDJH0qltEJCQixSSkv8npWcpV+zLl26cOzYMQDUEX9IpYUsQa1Wowx4EYDOnTubLT9VXqra99CKEB0djUqlQqlU5uv5IgjVzf79++nZsycAW7ZsYciQIZU8oifP8ePH6dSpEwqFgqtXr5bqWpFQ2Pr163n11VepUaMGN2/eLDLrRxAE48r7nEdk8lRDjRo14uOPPwZ0vV1+vpRGTl52yqGbmfnKtFWnAA9AQzcrutTTzdbIysriq6++KtH627dvL/E+mzRpwsmTJ5k6darFytrIZDKmTZvGiRMnStVrqDTHJQiCIDx5BgwYkC8T9t7ly9y7csVofzhL0mq1un0bBHgWL15skQCPUHV17NgRT09PAH49EMrduMQi1iidmLgEfj2gayDs6elJhw4dLLIfoeop2PfJkkTfJ0EQSuKnn34CoGbNmlJGiVCxOnbsSJ8+fVCr1WUq/SY8otFo+PTTTwF45513RIBHEKoQEeSppqZPn06nTp0ASMzU8OfVDDJzNZyOywbARgG9nircALA66P2UHdZ5WbDr1q0jNTW12Oua6sdjyvjx4wkLC6NVq1YlWq+0WrduTXh4OK+//nqJ1ivpcQmCIAhPrmnTpklfvgDio6K4efIkuVlZFbL/3Kwsbp48SXz0o/JZ8+fPZ+rUqRWyf6HqsLKyYvDgwQCo1RoWrrbMpJWFq7ajVutmOQUHB2NlVb0mOQmlV7DvkyWJvk+CIBTXzZs3+eWXXwAYN24cNjY2lTyiJ9fnn3+OQqFg1apV3L59u+gVBLN++eUXrly5Qt26datM7yxBEHREkKea0v+T0tcoPXI7i9+jM8hR655v62WDrbJ6vr22SjltvXQnQenp6axbt65Y68XGxkrlGori4uLCli1bWLlyJQ4ODqUea2k4ODjwww8/sHnzZpydnYu1ztGjR7l3756FRyYIgiA8Lt5//30WL14s3U+NiyPywAGS7tyxWFaPVqsl6c4dIg8ckHrwAHz77bf85z//scg+haotNzeXw4cPS/cXrt7ByXPl2yvqxLkIFq3ZCeiyK4KDg8t1+0LVJvo+CYJQVdy9e5fo6Gj27t3LoEGDyM3NxdbWVlwIr2QtWrRg9erVzJo1SwR5yoFarWbu3LmsX78+X68lQRAqn7KyByCUXuPGjfn4449555130AIn7mZLz3XyKX2Duqqgk48tx2N0x7Ns2TImTZpUZCm1HTt2FOvCVadOndi4cWOl12MdOnQoHTp0YPjw4Rw/ftzsslqtlh07doimdoIgCEKxTZ06lbp16xIcHExCQgLq3Fxunz5NcmwstRs3xt7VtdA6Wo2GrLQ0MpOTyUhOJjM5mdysLLRqNRqNBrlcjkyhwMrWFjtXV+xdXbFzdUWjVhMfFZUvuOPh4cGKFStEibYn2IIFC7hw4YJ0X6PRMHrmF4T+vAg3l7KX90hKeciYmV+g0eiyeObOnYu3t3eZtytUH0FBQdLtP0PCCB72osX29VdIuNH9CoIgAIwcOZJDhw7le+zDDz8U/5eqgFGjRlX2EB4bI0aMqOwhCIJgQvVM9RAkM2bMYOTIkfkea+CqxMupesfv6jgpaeCqO4bLly/nmwVqSlElzWQyGbNnz+bw4cOVHuDR8/X15fDhw/zf//1fkUEsUbJNEARBKKkBAwZw+fJlhg4dKj2WGhdH9KFDRB8+zD937qBWqUh78IBbYWFc3LOHqIMHuXPmDA9u3CAjKYnczExUOTloVCpUOTnkZmaSkZTEgxs3uHPmDFEHD3L18OF8AZ5hw4Zx6dIlEeB5gt29e5cPP/wQ0J2DNWmoax4feSOGFyf8l6SUh2XaflLKQ/qMn03kjRgAWrVqxcyZM8s2aKHaEX2fBEGoauzt7WndujWrV6/m3XffrezhCIIgCE8IEeSp5uRyOatWraJhw4bSY9U9i0fP8Dh27dpldlmtVsuRI0dMPl+nTh3279/PRx99hFJZtQJgVlZWfPzxx+zfv1/6kmrMkSNHKrxxtiAIglD9ubu7s3nzZrZu3YqHh4f0eEZSEndOn+binj1cO3KE5Lt30ajVhdZX2thgbW+PjaMj1vb2KIuoK1+/fn2eeeYZqaSs8GRasWIFOTk5APx73CB+/W4etWq4AHD87BU6DZle6tJtJ85F0GnIdE4YrN+1a9cqd44nWJ6VlRUTJkwARN8nQRAq199//41WqyU9PZ0zZ84wZsyYyh6SIAiC8AQRQZ7HgJWVFV5eXtJ9/5qPx5cOP4PjCA8PN7MkqFQqk5kw/fr149y5czz77LPlOr7y9uyzz3Lw4EGzy6hUqgoajSAIgvC4GTx4MNeuXeO7776jfv36j54wmECgsLbGpU4dvJo2pWHnzjTr04dmL7xAwPPP0+S55wh4/nmavfACzfr0oWHnzng1bYpLnToorK2lbdy6dYs33niDp556SmShPqFyc3NZuXIlAAqFnBljB+Hn682+VfOlQE/kjRg6DZ3B2/NXEBOXUKztxsQl8Pb8FXQeOkPK4NHbtm0bubm55XsgQrUwceJErPM+g0TfJ0EQBEEQBOFJJII8jwGNRsO5c+cAcLWV42D9eLytjtZyXG11x3LmzBmp3roxVlZWvP766/kes7GxYcmSJezcuRN3d3eLjrW81KxZ0+Rz48ePF7MGBUEQhDLJzMzkwIED3Lp1K9/j9m5u1Gvblqa9euHbrh0efn441aqF0iB4Y0hpbY1TrVp4+Pnh264dTXv1om7btti7uUnLxMfH8/LLLzNs2DASEy1TQkmomo4fP05cXvm+fj064e2pOw9rFfAURzcvJLC5H6A7h/161XZ8nx3NoMkfsmLz74RdiCI9Iwu1Wk16RhZhF6JYsfl3Bk3+EN9nR/P1qu3SOWFQc3+e79wWgLi4OE6cOFEJRytUNm9vb+bMmQM86vtU1nKAeqLvkyAIgiAIglAdiJoGj4GoqCjS0tIA8HF+vN5SbycFyVkaHj58SHR0NI0bNza57OLFi6lfvz4HDx6kbt26zJgxg6ZNm1bgaC3j2WefpXfv3rz99tuVPRRBEAShGtu5cyfBwcEkJDzKmnD29KR248bYu7qWadtyhYIadetSo25dMpKTuR8ZKfXo2bJlCwcOHOD7778XPXqeEGFhYdLtF7rlb1Dv5+vN8Z+/YcHKn5m3ZAM5ubmo1Rp27DvKjn1Hi7V9aysr5k4ZycwJQ/hx65/sO3Za2m/Xrl3L70CEauO9995jx44dhIeHS32f9qz8CDcXp1Jvs2Dfp6CgINH3SRAEQRAEQaiSHo+UjyeURqMhIiKCxYsXS4/5OCkqcUTlzzBoVVTJNqVSyXvvvceff/7JypUrH4sAD+gujr333nuizrwgCIJQaosXL2bgwIFSgEdhZUW9wEB827cvc4CnIHtXV3zbt6deYCCKvAzUhIQEBg4cyLfffluu+xKqptOnT0u39Vk7hpRKBbPeHM71/auZM3kknrVqFGu7Xh41mDtlFNf3r2bWm8NRKhUENnu0/aLOFYXHl1KpZNOmTdSqVQso/75PHh4ebNy4UZyPC4IgCIIgCFWSOEutRrRaLYcOHeLXX38lLCyMM2fOSBk8et6PWSaPYZDn7NmzjBgxohJHIwiCIAjVz/z585k1a5Z039nTE59WrbCytbXYPmUyGW4+Pji6uxNz7pyU1TNt2jTS0tJ4//33LbbvJ51KpeLKlSuEh4dLPzExMWRlZZGTk4O1tTW2trbUrl3bYmOIiXnUL6dJw7oml/P2dGfeW6OZPWkEJ85FEHYxivCLV4m5n0BOrgprKyU+tWsR2LwRQc396dCqCVZW+c91A56qZ3S/wpPHz8+Pffv28fzzz5OQkCD1fZo+ZgAzxg3Cx7NWkduIiUtg4artLFqzUyrR5uHhwb59+/DzKxywFARBEARBEISq4PGKCDymUlJSWLduHcuWLePKlStml3W2ebySswyPJzk5ufIGIgiCIAjV0OLFi/MFeDz8/fFs0gSZTFYh+7eytcW3fXviIiKIj4oCYNasWTg6OjJ16tQKGcOTQKvVcvToUZYtW8auXbvIyMgocp07d+4UeuyNN97g3//+N507dy7T70hOTo50287WeF8nQ1ZWSroGNadrUPMS78vW5lG/QsP9Ck+mVq1acfToUYYPH054eLjU9+mbtTvp16MTvbsFEtjMj4Cn6mFrY0VWdi5Xrt0m/FI0f4WE8+uBUNTqR31Ag4KC2LhxowjwCIIgCIIgCFWaCPJUYVevXuXLL79k/fr1pKenF3re1VaOj7OSfzLUxKapAbCSV8xFm4pieDxZWVmVOBJBEARBqF527tzJW2+9Jd33atoUj0q4UCmTyfAKCEChVHLv8mVAl9FTt25d0aOnjNLS0li/fj3Lli3jwoULJpdT2tggVyiQyeVoNRo0ajWq7OxCy23fvp3t27fTsmVLJk2axMiRI3F0dCzxuKytHwV2MrNycLC3XNZYVnau0f0KTy4/Pz+OHz/OggULmDdvHjk5OSXv+2Rtzdy5c5k5c6Yo0SYIgiAIgiBUeeKMtQpSq9UsWrSI2bNnFwpsNHBV0snHFv+aVjhY67Jc1p9/KAV5lI9XIg8Kg+PJNnIxQhAEQRCEwhISEggODpbue/j7lyjAo9VoSE9KIjM5mczkZHKystBqNMjkcqxtbbFzdcXO1RUHNzdk8uKdfHj4+aFWqaSMnokTJ9K1a1fc3d1LdnACANu2bWPSpEnEx8fne1xhbY2juzv2ee+RnYsLSiPBD1VODpkpKWQmJ5ORnExaYiLqvEyY8+fP88YbbzBnzhyWLVvG4MGDSzQ2Hx8f6XbE9TtG+/KUlyvXbhvdr/BkUyqVzJo1izFjxvD999/z/fffE5dXNtIcLy8vgoODmTBhAt7e3hUwUkEQBEEQBEEoOxHkqWIiIyMZN24coaGh0mM2CmjrZUMnH1u8nAq/ZYaBEJWm0NPVmkG1BGxsbCpvIIIgCIJQjUyZMoWEhARA14PHs0mTYq2Xm5nJg5s3eXDrltFMD4B0ICmv94nSxoaavr7UrF8fKzu7Irfv2aQJWamppMbFER8fz5QpU9i8eXPxDkoAdAG8KVOm8PPPP+d73N7NDfcGDXCpUwe5QlHkdpTW1jjVqoVTXqN6jVpNcmwsD27cICMpCYD4+Hhefvllhg4dypIlS4odkGvbti3r168HIPxitEWDPOGXoqXbgYGBFtuPUD15e3szb948Zs+ezYkTJwgLC5P6VOl7VPn4+BAYGEhQUBAdOnTAysqq6A0LgiAIgiAIQhUigjxVhEajYeHChfmyd2RA13q29HrKDlszKTpKg5JmuRqtpYdaoQyPx9aCDaIFQRAE4XGxdetWKQCgsLLCp1WrIvuraDUa4qOjuR8VhVZT/Bkjquxs7kdGEh8dTe28bCFzmT0ymQyfVq2IfPAAdW4uW7Zs4ZVXXilxpsiTaufOnQQHB0sBPNAF8Wo3boy9q2uZti1XKKhRty416tYlIzmZ+5GRpOZlPmzZsoUDBw7w/fffF6vEXlBQkHT7z5Awgoe9WKaxmfNXSLjR/QqCISsrK7p27UrXrl0reyiCIAiCIAiCUO5EkKcKyM3NZdy4cWzYsEF6zN1OzpBmjjRwK3ommZ3y0YWb1GwNdZwsMsxKkZr96EKTaxkvXgiCIAjC4y4tLY3JkydL971btsSqiEkS2Wlp3AoLIzMlRXpMoZDTr0cnXugWRGBzP5o0rIudrTWZWTlEXL9D+MVo/gwJk5qUazUa4iIiSLl3j/pBQdiY6eNiZWuLd4sW3D59GoBJkybRu3fvUvV+eZIsXrw4X48lhZUV3i1b4urtXWQQr6TsXV3xbd+e5Lt3uXv+POrcXBISEhg4cCCLFy9m6tSpZtfv2LEjnp6exMXF8euBUO7GJeLtWf5l+WLiEvj1gC773dPTkw4dOpT7PgRBEABSU1NJSEiQMsA8PDxwcnqMvngLgiAIglCtPWYdXKqfrKwsBg8eLAV4ZEC3erbM6ORarAAPQB2DEm53U1WWGGaliTE4ntatW1feQARBEAShGtiwYYPUo8XZ0xPXInpKZKakcDUkRArwyOVy3n5tMLcOrmP70jkED3uRwOZ+ONjbIpfLcbC3JbC5H8HDXmT70jncOriOf48bhDwveyczJYWrR47kCxgZ4+rjg7OnJ6ArCbZx48ayHvpjbf78+fkCPM6enjTu0QM3H59yD/DoyWQy3Hx8aNyjh/ReAUybNo358+ebXdfKyooJEyYAoFZrWLh6u0XGuHDVdtR5tX2Dg4NFmS1BEMpNamoqK1asYPjw4fj7++Pi4kKjRo1o2rQpjRo1wtnZGX9/f4YPH86KFStITU2t7CELgiAIgvAEE0GeSpSbm8uQIUPYvXs3AEo5jGnlRL/GDlgriv+F3cf5UZAn5qG63MdZmQyDPKLOuiAIgiCYptVqWbZsmXS/duPGZgMA2WlpXD92DFVODgCNG/gQumUhX/4nuNhZF96e7nz1/kSObVlI4wa6pveq7GyuHztGdlqayfVkMhm1GzeW7i9duhSt9vEqOVteFi9ezKxZs6T7Hv7++LZvX2SGVnmxsrXFt317PPz9pcdmzZrFt99+a3a9iRMnYm1tDcDC1Ts4eS6iXMd14lwEi9bsBMDa2prg4OBy3b4gCE+myMhI3nzzTerUqcMbb7zB5s2biY6ONrpsdHQ0mzdv5o033sDb25s333yTyMjICh6xIAiCIAiCCPJUGo1Gw7hx46QAj7UCXm/jTDMP6xJvy91ejk1ef92YxyyT525e0MrJyQk/P8s17RUEQRCE6u7o0aOcP38eAHs3N7M9WrQaDbfCwqQAT8fWARz/5Rvat2pSqn13aNWE0J8X0SFvfVVODrfCw83297F3dcXezQ2A8+fPc+zYsVLt+3G2c+fOfBk8Xk2b4hUQYLHsHVNkMhleAQF4NW0qPTZt2jR27txpch1vb2/mzJkD6M57R8/8gqSUh+UynqSUh4yZ+QWavN+vuXPn4l1E1pogCII5KpWKTz/9lJYtW/Ldd9+Rnp4uPaeUQ11nJa09rQmqY0NrT2vqOisxbJublpbGd999R8uWLZk/fz4q1eP1vVwQBEEQhKpN9OSpJAsXLpRKtCnlMK61M41qlK7EhFwmo46TkhvJKpKzNKTnaHCwrv7xu7QcDclZui/vbdq0kUrBCIIgCIJQmGEWj3uDBmaXjY+OlkqqNW7gw56VH+HqXLaeOG4uTvzxw8d0GjKdyBsxZCYnE3/1KrUNMkAKqtmgARlJSYAum6dLly5lGsPjJCEhIV92ioe/Px4lmPCi1WhIT0oiMzmZzORkcrKy0Go0yORyrG1tsXN1xc7VFQc3N2TFPMfy8PNDrVIRHxUF6LJ1unbtiru78cyv9957jx07dhAeHk7kjRhenPBf9qz8CDeX0vexSEp5SJ/xs4m8EQNAUFAQM2fOLPX2BEEQbty4wZAhQwgLC5Mes1FAWy8b2tWxpY6TAoW8cHBdrdFy96GKU7HZnL6XTY4acnJymDVrFtu3b+fnn3+mQRH/jwVBEARBEMqDuGpeCSIjI5k9ezag68EzqoVTqQM8eoYl26Ie5JZpW1VFtMFxiFJtgiAIgmCaSqVi165dACisrXGpU8fksrmZmdzPu0gvl8tZu+DdMl10N+Tm4sSaBe9KEzPuR0aSm5lpcnnXOnVQ5JX02rVrl5j5bGDKlCkkJCQAuh48nk2Kl2WVm5lJ3JUrXN67l2tHjhB78SJJMTGkJyaS8c8/pCcmkhQTQ+zFi1w7coTLe/cSFxFh9n0y5NmkSb5+SlOmTDG5rFKpZNOmTdSqVQuA42ev0GnI9FKXbjtxLoJOQ6ZzIm99Dw8PNm7ciFIp5q0JglA6V65coWvXrlKARwY842vL7O5uDApwpK6L0miAB0Ahl1HPxYrBAY78t7sbz/jaol8yLCyMrl27cuXKlYo5EOGJcvPmTWQyGTKZjNWrVz8x+xYEQ3///bf0u/j333+Xahu+vr7IZDLGjh1brmMThMoggjwVTK1WM27cOLKysgDoWs+2VCXaCmpW69E2QmOyyry9qsDwOPr371+JIxEEQRCEqu3KlStkZGQA4OjujlyhMLnsg5s3pTJqM8YOLHWJNlM6tGrC9DEDAF02yYNbt0wuK1cocMzLAsnIyCAionz7tlRXW7du5eeffwZAYWWFT6tWRZZo02o03I+M5Mr//sf9qChU2dnF2pcqO/vRepGRZkvsga50m0+rViisdBOUtmzZwrZt20wu7+fnx759+6RAT+SNGDoNncHb81cQE5dQrDHGxCXw9vwVdB46Q8rg8fDwYN++faKcryAIpXbjxg169uxJbGwsoCuDPqW9My/5OWCrLNmlElulnJf8HJjS3hl3e926sbGx9OzZkxs3bpT72MuL4UVSwx+lUkmNGjVo0KAB3bt3Z8aMGWzbto2cvDKvgiAIQvUTGRnJwoULGTBgAA0aNMDOzg57e3saNGjA0KFD+f3330Wf1GpMBHkq2KJFiwgNDQV0J5EvNLIvl+02dFPi4aC7oHMjWcW9h9V7JmzsQxU3knXH0LRpU7p3717JIxIEQRCEqis8PFy6XVQvHn3QRaGQM2PsIIuMZ8a4QSgUutNMw6CSMYbjNTyOJ1VaWhqTJ0+W7nu3bImVra3ZdbLT0og+fJi4iAjptVYo5Ax8vgsrPnyLsO1LSDu7C3XEH6Sd3UXY9iWs+PAtBj7fRXqftBoNcRERRB8+THZamtn9Wdna4t2ihXR/0qRJpJlZp1WrVhw9elTKzNZoNHy9aju+z45m0OQPWbH5d8IuRJGekYVarSY9I4uwC1Gs2Pw7gyZ/iO+zo/l61XapB09QUBBHjhyhZcuWZscpCIJgikqlYsiQIVKAx9tJwZR2LtRzKVuFjXouVkxp54K3k+67eWxsLEOGDKl2mapqtZqkpCRu3rxJSEgIixYt4uWXX8bHx4ePP/642h2PUHFWr14tBQtv3rxZ2cMRBCHPmDFjaNKkCf/+97/ZtWsXN2/eJCsri8zMTG7evMnPP/9M37596dOnD8nJyZU9XKEURG2DCnT16tV8ZdqGNHXEWlE+jXNlMhmdfWzYGambxRsak8WggLLV1q9Mhlk8kyZNqvAGw4IgCIJQnRgGR+zMBHnSk5KkDI9+PTrh7Wm8l0pZ+XjWol+PTuzYdxRVdjbpSUk41qxpdFk7Fxfpdnh4OGPGjLHImKqLDRs2EB8fD+jKtLl6e5tdPjMlhevHjqHKm10tl8uZMXYgM8YOMvr+OtjbEtjcj8DmfgQPe5G7cYl8vWobi9bsRKPRkJmSwtUjR2jYqVO+96YgVx8fkmNjSY2LIz4+no0bN+brIVSQn58fx48fZ8GCBcybN4+cnBzUag079h1lx76jxXlpsLa2Zu7cucycOVOUaBMEoUwWLFgglWhzt5czoa1zufW1dbDWbW/JqRQSMzSEhYXxxRdf8P7775fL9i3lzTffZNKkSdL9tLQ0kpKSOH/+PPv37+d///sfCQkJ/Pe//2X37t389ttvUpam8OTw9fUVM/0FoRq6e/cuADVq1ODll1/mmWeewdfXF6VSyZkzZ/j666+JjIzkr7/+4l//+heHDh0SvdGrGfFuVaAvv/wyX5m2Bm5lmyVUUFsvG6zzqrOcvpdNlsp8uY2qKkul4fQ93QUoBwcHXn311UoekSAIgiBUbfmCPGYuzGcazMp6oVuQJYdE726P+ullmpkNZicyeSRarZZly5ZJ92s3bmx2okt2Wlq+AE/jBj6EblnIl/8JLnYAz9vTna/en8ixLQtp3MAH0JVwu37smNmMHplMRu3GjaX7S5cuLfKij1KpZNasWVy/fp05c+bgmdfbpyheXl7MnTuX69evM2vWLBHgEQShTCIjI/nggw8A3eTL4c0dyy3Ao+dgLWd4c0epR88HH3xAZGRkue6jvHl4eNC8eXPpp2PHjvTp04f33nuPvXv3cuHCBdq0aQPAyZMnGTRokCjfJgiCUE34+PiwYsUKYmNjWbFiBcOHD6dTp060a9eO4OBgTp8+TdeuXQE4cuQIGzZsqOQRCyUlgjwVJCUlhfXr1wNgo4BeT9mV+z7srOS09bQBIFsNe68Vr4FuVfPXtUxy1Lrbr776Ks7OzpU7IEEQBEGo4mJidH1KlDY2KK1N9/ozDLYENrdsL5PAZo+2by7Io7S2RmmjO3/RH8eT6ujRo5w/fx4Aeze3Ikvv3QoLkwI8HVsHcPyXb0rdY6lDqyaE/ryIDnnrq3JyuBUeXmSpPXs3NwDOnz/PsWPHirUvb29v5s2bx+3btwkJCWHhwoWMGjWKZ555hs6dO/PMM88watQoFi5cSEhICLdu3eKDDz7Au4isJkEQhOJYtGgRubm5ADzta1vmEm2m1HOx4mlfXbnNnJwcvvnmG4vsp6I0a9aMo0ePSoGeI0eO5JuYIAiCIFRdq1evJjg4GJu8710F2dvbs3z5cun+1q1bK2poQjkRQZ4Ksm7dOtLT0wFdxk1JGzkW19O+dug3feR2FjeSci2yH0u5npTL0du6bCdbW1vefvvtSh6RIAiCIFR9+kxhuUJhdrmcrEflUJs0rGvRMQU8Vc/ofo3RjzuriOUed4YXy9wbNDC7bHx0NJkpKYAug2fPyo9wdS5bqV43Fyf++OFjKaMnMzmZ+KtXza5T02CcS5cuLdH+rKys6Nq1K9OnT2fdunUcPHiQo0ePcvDgQdatW8f06dPp2rUrVlaWuQArCMKTJzU1lXXr1gFgrYDnGpT/5EtDPXztpGob69at4+HDhxbdn6XZ2dmxbt06Kcv0yy+/lAJmxiQlJfHxxx/TqVMn3N3dsbGxoU6dOvTv35/t27eb3Ze+r4s+6+rgwYMMGDCAOnXqYGdnR0BAAB999JF0nUVvz549vPjii9JyTZs2Zf78+WazjnJycti9ezdTpkyhXbt2uLm5YWVlRc2aNenQoQMffPABiYmJZsfr6+uLTCZj7NixAERERDBhwgR8fX2xsbGhdu3aDBw4kOPHj5vdDuh6Ii1dupQOHTrg7OyMi4sLbdu25csvvyQ7r+xueQgPD+f111/H398fBwcHbG1tqVu3LoGBgUyePJlff/21UJbuzZs3pfdm9erV0uN///03MpmMcePGSY81aNBAWlb/8/fffxsdy759+xg1apTUDN7Z2ZlWrVoxc+ZM7t27Z/Y4YmNj+c9//kPbtm1xcXHB2toaT09PWrRowfDhw1m9ejWpqamlfp0AEhIS+PDDD+nSpQseHh7Y2NhQt25dunTpwocffmg2U+/mzZvMmDGDZs2a4eTkhL29PX5+fkycOJELFy4YXWfevHnSaxYdHV3k+F588UVdlnXt2iZ7Zp08eZIJEybg7++Po6MjDg4ONGnShMmTJ5vdR8E+S9nZ2SxatIiOHTvi7u6e7++0PPanl5mZySeffEKrVq1wcHCgZs2adOnShZUrV0p9GsvbqVOnGD58OHXr1pX+HsaOHcuVK1eMLj9o0CBkMhlubm5Ffo9RqVR4enoik8no1atXscf066+/Sq//li1bilz+7bffRiaToVAouHPnTrH3A9C8eXPc3XXVAK5du1aidYXKJ4I8FaBg6Y1OPuab55aFu72CF56y1+0X+PlSGjnq6lEvNUet5ZdLaehH+8knn9CoUaNKHZMgCIIgVAf6CxeyIuomG2Zl2NmazvgpD7Y2jy7Mm8sGgUfjLs8LF9WNSqVi165dACisrXGpU8fksrmZmdyPigJ0PXjWLngXNxenchmHm4sTaxa8K9Xgvh8ZSW6m6exw1zp1UORlj+3atUs04xYEoUrbtGlThUy+1DOstpGWlsbGjRstur+K0KxZM55//nlA1+Ph1KlTRpfbs2cPDRs25L///S/Hjx/nwYMH5OTkcO/ePX799VcGDx5M3759STNTGlTvs88+47nnnmPXrl3cu3ePrKwsIiIimDNnDr169SItLQ2tVsv06dN56aWX+OOPP6Tlrly5wqxZs+jfvz9qtdro9oODg+nXrx9Lly4lLCyM5ORkVCoV//zzDydPnmTevHk0adKEo0eL10Nu+/btBAYG8sMPP3Dr1i1ycnKIj49n586ddO3a1eyF2ocPH/L0008zZcoUTp48ycOHD0lNTeXMmTO8++67dOnShaSkpGKNw5yFCxfSvn17fvrpJ6Kjo8nIyCA7O5uYmBhOnz7NsmXL6N+/f6EgWnlLT09n0KBB9OrViw0bNkjN4B8+fMj58+f54osv8Pf357fffjO6fkhICAEBAXz++eecOXOG1NRUcnNzuX//PhcvXmTz5s2MGzeOw4cPl3qMGzZsoEGDBsydO5djx46RkJBATk4OMTExHDt2jLlz59K7d2+j665du5YmTZqwaNEiLl++TFpaGpmZmVy9epXvv/+eNm3aMH/+/ELrjRo1Srpd1OdGYmIi+/btA2Do0KGFytqqVComTZpEhw4d+OGHH4iOjiY9PZ2MjAwiIyNZtmwZzZo1Y+XKlUW+FomJiXTs2JEZM2Zw4sQJHjx4UGiZ8thfbGwsbdu2Zfbs2Zw/f56MjAz++ecfjh07RnBwMC+99FK5l4v86aef6Ny5M5s3byYmJkb6e1izZg1t2rQx+nc7fvx4AJKTk9m5c6fZ7e/Zs4f79+8D8NprrxV7XC+99BJ18r4XrFq1yuyyKpVKqiL1/PPPU7duySf15Rj0+RSqF/GOVYBDhw5JUd8Grkq8nCxbR7xbfVvqu+j2kZip4c+rGRbdX3n582oGiZm6i0CdO3fmrbfequQRCYIgCEL1YJ13kb24wRSAzCzL1tHPyn40s7e4wSdT5QOeBFeuXCEjQ3fO5ujubjYr68HNm9JrNmPswFKXaDOlQ6smTB8zANC9Nw9u3TK5rFyhwDFvxl9GRgYRERHlOhZBEITyZJhF0L6O5SZfGmrn/eh/26FDhypkn5bWs2dP6XZISEih5/ft20e/fv1ITk7G19eXzz//nL///pvTp0+ze/du6QL277//zpgxY8zu648//uD999+nY8eObNy4kbCwMP7880/69OkDwLFjx/jss89YuHAh33zzDX369GHbtm2Eh4eza9cuOnbsCMCff/5p8qKySqWiYcOGvP3222zZsoXQ0FBOnTrF1q1beeONN7C2tubBgwcMHDiQ+Ph4s+M9f/48I0eOpHbt2ixZsoTjx48TGhrKBx98gK2tLWq1muDgYBISEoyuP3LkSCmY1L59ezZt2kRYWBi///47r7zyCuHh4UycONHsGIpy/vx53nnnHTQaDQ0aNOCrr75i//79nDlzhpCQEH766SdeffVVHB2LnyHcrl07Lly4wMcffyw99tdff3HhwoV8P+3atZOeV6vV/Otf/2LHjh3IZDKGDx/OL7/8QlhYGKGhoXzzzTfUq1ePtLQ0Bg8eXKh3Y3Z2NsOGDSM1NRUnJydmzpzJH3/8QXh4OMePH2fLli1Mnz69VBe69dauXcuoUaNIT0/H1taWqVOnsmfPHk6fPs3hw4dZsmQJvXv3RmHkvO33339n7NixZGdn4+joyNy5cwkJCSE0NJSvvvoKd3d31Go1s2bNylcmC+Cpp56iQ4cOAEX2RtmyZYs0yWbkyJGFnn/99del7ffp04f169dz8uRJTp06xcqVK2nWrBm5ubkEBweze/dus/t6/fXXOXfuHKNHj+b3338nPDycHTt2SGMtj/2pVCr69u0rnVP26tWLHTt2EBYWxvbt2+nZsyd//vkns2fPNjvWkjh79ixvvPEGHh4efPvtt5w4cYJDhw7x3nvvYWNjQ3Z2NqNGjeLkyZP51nvhhRek36+iAjD6593c3Bg4cGCxx6ZQKKTPyX379pktb/37779Ln1ElCSTp6QOlAE2alO/3C8HyRNfSCvDrr79Kty2ZxaMnl8kY0syRhceTUWl0ZduecrOimYdlZ+yWxaX4HI4YlGlbtWqV0X+SgiAIgiAUZmurO7/QmJihqmdta4t+PmbE9TsW7ctz5drtfPs1Rz9u2yKWe5wZXrgoqhePPuiiUMiZMXaQRcYzY9wgvlm7E7Vaw4ObN6nt728yWGfv6kpKbCygO47mzZtbZEyCIAhlpf+sVcqhjlPFfN/0dlKilINKQ6GL1NVV27ZtpdtReZmleunp6bz66quo1Wrp4qy9vb30fJs2bejbty/du3cnODiY7du3s3//fp577jmj+zp58iSDBw9my5Yt+a4R9OzZk65du3L8+HEWL15Mbm4u06dPZ+HChfnG2bNnT5o2bcqtW7dYvnw5b7zxRqF9zJs3j4YNG0pl6PSCgoIYPHgwkyZNonPnziQkJPDtt9/y0UcfmXxtzpw5Q2BgIPv378fFxUV6vGPHjjRq1IhRo0aRmprK+vXrmTFjRr51d+/eLV30fvHFF9m1a1e+rIwXX3yRDz/8kLlz55rcf3Fs3boVjUaDg4MDoaGh1K5dO9/zXbt2Zdy4caSkpOR778xxcHCgefPmhIWFSY/5+/vj6+trcp1FixZx8OBBrKys2LVrlxS40+vYsSOvvvoq3bp149KlS0yfPj1fUPHo0aPE5p1/bNy4kb59++Zbv0OHDgwZMoQvvvhCmkhTErGxsbz55psAeHh4sH///kLnON26dWPy5MmFLrzn5uYyceJEtFotjo6OhISE0Lp163zHNnjwYDp16sS9e/d45513eOWVV6RSWaAL2Jw4cYLo6GjCwsIICgoyOk59po9hYEhv27ZtrF27FoCVK1dKmSd6QUFBjBo1ipdeeokDBw4wbdo0+vTpUygbSO/8+fP8+OOP+QIIhp8H5bG/5cuXc+bMGUCXZbdixQrpucDAQAYOHMjrr7/OTz/9ZHSMpXHu3Dnq16/P8ePH8fT0lB7v3r07vXv3plevXqhUKiZPnpwve1EulzNu3Dg+/PBD/ve//3Hnzh2jQcX4+Hh+//13QPe+lnRi2/jx4/nss8/QaDSsXbuWWbNmGV1O/5rUrFmT/v37l2gfAJ9++ql0e8iQISVeX6hcIpOnAuT7J1ezYmqKezjkL9u2/sJDrv5TNfvzXP0nl/UXHkpl2j7++GP8/f0rdUyCIAiCUJ34+Oh6qKiys1GZKV1gZxA8CL9YdC3ssgi/9Gj7dmaCFqqcHFR5Zdr0x/EkMrzwZ+71Sk9Kkl6vfj064e3pbnLZsvDxrEW/Hp0A3e9VupnSMHYGF7EelwuYgiA8flJTU6U+EF6OShRyWRFrlA+FXIaXoy44ERUVVe378oDuAqJewdJhq1at4v79+9ja2rJu3TqTQYIJEybQvn17aR1T7O3t+f777wtNAlUoFFJGy8OHD6lVqxYLFiwwur5+Fvz58+dJyetnZ+ipp54qFOAx1KJFC+lidVElmUB3odUwwKM3YsQIqeySsQwoffaDjY0NK1euNHqhffbs2WWeTBEXFwfogjAFAzyGXFxcLFayKTc3l6+++gqAKVOmFArw6Lm5ufHFF18AcOTIEa4a9ArUHwfoLsabolQqcXZ2LvEYv/32Wyk4tGLFCrOve8Fz2B07dnD37l0A/u///i9fgEevfv360rFlZGQU+jswLL1mKpvn5s2bHDt2DDCexaMvBTdw4MBCARc9W1tblixZIm3PVN8kgB49epjNECmP/en/DmrXrp0vaGvom2++oVatWibHURpfffVVvgCP3rPPPsuECRMA3fXdgiUqX3vtNeRyuRSAMWb9+vVS/7LSZNg0bNiQZ599FiBfLyxD8fHx7NmzByhdIGnbtm1s3boV0AXTBg8eXOJxCpVLBHksTKPRSBFoV1s5DtYV95J3q29LG09d9o5KA6vOpla5QM/Vf3JZdTYVVV51mVGjRhWazSIIgiAIgnmBgYHS7UwjFy/0DIMHf4aEmVyuPPwVUrygRWZysnTb8DieNPmCPEYuDOkZvl4vdDM+o7O89O5m8HtlsN+C8gUPRZBHEIQqyrA8Vk37ir0UUtPuUYDCVJmu6sSwjFfBoJW+v9zTTz+Nh4eH2e3oL8yHhoaaXOb555+nRo0aRp9r2bKldHvQoEFYWRmfVNuqVSvp9o0bN8yOCXSBq2vXrnHp0iUuXrzIxYsXcc37X3f58mXpYq0xLVq0yDcuQzKZjDZt2gBw/fr1fM+pVCqpnF+vXr2kYFBBcrm8yBJ3RfHy8gJ0x1Kw/FRFOXnyJPfu3QOKzhgwDOAY/q7ojwOKLpVVGvrMiwYNGpQ4K+J///sfoHvPzV3Uf+WVV6SAoH4dPQ8PD6n/1ZYtW9AYKcts2K9nxIgR+Z67e/eudF5W1GscEBAgZRGZ+3s0Fkgqz/3FxsZK7S6GDBliMkjs6OhYrpkmbm5uZt9jw/ew4PtUv359qYSlqQCM/vezdevW0mdASemDZtHR0Rw5cqTQ8+vWrZPK9pU0kBQREcG4ceMAsLOzY+3atWYD30LVJII8FhYVFSU1EvRxrtjqeHKZjKHNHGnqrjvRyVHDj2dSuRRv2Rr8xXUxPocfz6SSk1dZpl+/fvz000+iuZfw/+zdeVzUdf7A8dcczAwwXAqIiIoHIIqiYqZ4bZdlh2ereWVupeWVrtVWa+1u2c+tzTQrynbzSM2yvCvtMm/URMUTRPPiElCuAYY5f38MfB1kGA459fN8PHw4x/f4zDAMM5/35/1+C4IgCNVUJsjjZDLe3ccHZcmqri07YklJz6qT8SSnZ7Jlh+0Lm1Ktxt3Hp8Jt7YNSd3KQp7TMh1KtRqmquMRumaBYHZbbA4jqcuP4zl5XSpVKel05qxMuCILQkOybdCvrKYunlH3WUHFJNmZTZh/YuTlDorSSyY8//ohMJnP677333gPKZmTczFmVD2+7RQZV3a6iTKoTJ07wl7/8hZYtW9KsWTM6duxIREQEXbt2pWvXrvzzn/8EbAt5b85esldZH4vSgNXN4zh//ryUNWLft8aR0gyomho7diwuLi4UFxfTr18/HnvsMT799FNOnTqF1Wqt/AC1wL7iTd++fZ2+TuyDivavlf79+9O+fXsAZs+eTe/evVmwYAH79+8v8/teE0ajkZMnTwK2kmzVnfAu3Tc4ONhpsFOlUkmT/qX72CsNqqSlpbFjx45y95dm+PTq1YuwsLAy99k/x2PHjq309zEry/a9wNnvY0UBzNo634kTJ6TLdf17YK9Hjx4VlqgDW3CmtAeqo59TaQDm3Llz5bL0Dh8+LO1TkyyeUiNHjpTePxwFNUtv69mzZ5nAdmVSU1MZMmQI+fn5yGQyPv/8czp37lzjcQoNR8ym1zH71YxB9VTz155CLmNCNw8p0GOywMr4fLYkFmAw188f75sZzFY2JxbwRXy+lMEzdOhQvv766wpX3giCIAiCUDH74Eihk8l4mVxO87ZtATCbLSxasaFOxrNo+QbMZtsf+ebBwRX2coGy472Tgzx6va03obySnoSGku0AOrWveSPhqgjv0MbheR0pHbe+ku0EQRAaisougG6y1O93YbPd+apbQqcxKp2cBcpk2RiNRnKcfA6piLN+Kc56wtgvEK3qdmYH/Qs///xzevbsyfLly51OcJcqKiqq8L7KetiUjuXmcdgHjirLgHJWYq0qOnXqxNq1a/Hx8cFkMvHdd9/x/PPPExERgb+/PxMnTnRYTq42lTaHry7714qLiwtbt24lPDwcgN9//53XXnuNfv364e3tzZAhQ/jyyy8d/swrc/36dSngZZ8xVJ39oWo/q9ISYaX72Bs+fDju7u5A+ZJtx44d4/Tp04DjDJvaeI5v5uNk4VZtnK8+fw/sVXYupVIpvdc5+jkNGzZMKh93cwCmtE+OWq12mglVGbVazcSJEwFYt24dBQUF0n2HDh3i1KlTADz99NNVPub169cZPHgwFy9eBGxl8MaOHVvjMQoNq35TS+5A8fHx0uVW9ZzJU8pFIePJSA++PqXjaLoBK7Dnsp4zmQZGd9HSzqf+Ait/ZBtZd0rHtaIbaaYTJkxg2bJlIsAjCIIgCDUUHh6Om5sbhYWF6LKysJjNFQYLmgcHk3HuHFaLhUUrNjJ6yEB6RzpfdVodB+MTWLxyE1A2qOSIxWxGVzJR5ObmVunq19tZ6YpTZwExAKtdqQ5XTcUZP7VBo77x2czqoESIvdJx3w4r1AVBuD3Z92+4Vuj8Pa22XSu6Mclc230kGkJpSXqgTPaA/WT66NGjef311+t1XDWRkJDAc889h8lkwt/fn5deeol7772X4OBgPDw8pHmKZcuWSZOndZHtYn/MyrJGauP8o0aN4v777+frr7/mxx9/ZM+ePWRmZpKVlcXq1atZvXo1kyZNqrNqK/avlZ07d5bp8+TMzZPxnTt35sSJE2zdupWtW7eya9cuzp8/T1FREdu3b2f79u28//77/PDDD5VO5FfkVspWVWVfZz9Pd3d3hg0bxpdffsmGDRv45JNP0Gg0wI1SbXK5nDFjxpTb1/45XrNmjdMsHHvOAjk398aq7fPV9+9BVc9V2flUKhVPPvkkCxcu5JtvvmHJkiVotVr0ej1fffUVYAvYVVR6sqqeeeYZPvjgA3Q6Hd9++61UurE0sKTRaMqV7atIfn4+Dz30kBQceuutt5g5c+YtjU9oWCLIU8fso9Ce6oZLnFLIZTwRoaWVh57t5wsxWSCryMInh/Po10bDgx1c0Sjrbnx6k4Ufzxex77Ke0rdFjUbD/PnzmTNnjijRJgiCIAi3QKlUMmzYMNauXYvZYCA3NRWf1o6zPFxcXWkRGkp6QgIWi4UnX/4PsesW4+PlccvjyM7NZ9LL/5FqhrcIC8PF1bXC7XNSUzGXBDeGDRvmtEzC7a50hXlVgykARXoD7m6aOhuTvvhGz4GqBp9uhxXqgiDcnjw9PQkJCSEpKYk0nQmzxVqmjFpdMVuspOlsk5+hoaF4eNz639uG9vPPP0uX+/fvL13WaDTSopOcnBynjeobixUrVmAymVAoFOzcuVPKCrmZsxJttcF+8vfq1atOt61pxsTNvLy8mDJlClOmTAFsPXq2bNnChx9+SGpqKitXrqRHjx688MILtXI+e/ZBHZVKdUuvFYVCwfDhwxk+fDhgK222bds2YmJiiIuLIy4ujqlTp7Jx48YqH7NZs2bI5XIsFgupqanVHlPpz7MqmWGlP++KAgATJkzgyy+/JC8vj++++47HH38cq9XK2rVrAbjvvvscZhvZP8cymazOfx9r43wN8XtQlXOZTCbpPaCin9MzzzzDwoULpQDMU089xaZNm6T9bqVUW6mIiAjuvvtuDh48yPLly5k0aVKZQNKIESPKlKesSFFREY899hi///47AC+99BLz5s275fEJDUvMrNcx+5IVLvVc9/dmcpmMQcGuzOnjTVsv2ySKFdh7Wc9bu7NZf0ZHWr6pVs+Zmm9i/Wkdb+3OZq9dgCc6Oppjx44xd+5cEeARBEEQhFowbdo06XJWJU2F/UNCcC1p8pp4IZmHn32d7FzHNeqrKjs3nyHPzCPxgq0ni6u3N/4dOzrd55rdOKdPn35L52/qSldlWiopKaLS3AjqJPxxpU7HdOb8ZYfndaR03JpKthMEQWhIpWVBTRZIza9+CaeaSMk3SWXKb4eypCdPnuTXX38FoHXr1vTq1avM/aX9Rfbt2+e07FNjUbqKPTIyssIAD5TtN1IXOnToIJV6K514rUhl99dU586deeWVVzhw4IBUImzdunXVOkZVs17sm8//9NNP1TpHZVq2bMlf/vIXYmNj6dmzJwDfffed0zJ7N3NxcZGCFHv27Kl21kjpvhcvXnQajDAajVJmXEVBkQceeEDKACzN3tm9e7fUB7GiEmB1+RzX1fm6du0qXa7P34Njx45hMlU8HxofHy9l3Vf0c+rUqRP9+vUDbmTWlJZqa9OmDffff3+tjLW0/8/u3bv5448/2LBhg1QmsyqBJKPRyKhRo9i1axcAzz33HO+++26tjE1oWGJ2vY6Vbe7YgAOx4++uYNpdnjwa4iaNyWCGA8nFvH8gl5jfczmaVozOULMUdp3BwtG0YmJ+z2XRgVwOpBRjKPn8rNFoWLhwIbt37y7XFE4QBEEQhJrr16+fVBahMDu70t48bXv1QlmSPXLg2Bn6jp7NofiEGp37YHwCfUfP5mDJ/kq1mrZRUZX24iksWdnWsmVLoqOja3Tu20VQUBAApuJiTE6aBbvarc6LO5lUp2OKO3Xj+K5OVgWaDAZMJWXaSh+HIAhCY/SnP/1JunwotX56iP2ecqOM5aBBg+rlnHWlqKiIJ598UprwfvHFF8tl4Q4dOhSAgoICPv7443ofY3WVTuw6C0ilp6ezefPmOh2HUqmUXh8//fQTaWlpDrezWCysXLmyTsfSunVrQkNDgbL9l6rCfrGHsxKu/fv3lzIiPv30U/Ly8mowUudcXFyk59RkMlW7X9Rjjz0GwIULF6r98y+d0LdardJEvyPffvstubm5Zfa5mVKplMqx/fDDD+Tk5Ej9eTQaDSNGjHC4X8eOHencuTMAX331FZcvX3a4XW2pjfMFBgZKwdZvvvmmwsBcQUFBtQOQzly/fp2tW7dWeL/9z9BZsObZZ58FbAGY3377TQqIP/XUU7W2wP2JJ55Aq9VitVpZsWKFFFAKDg7mvvvuc7qv2Wxm3LhxbNu2DYCJEycSExNTK+MSGl4jCTvcvso2d2zAgdykNKtnbl9v+gSpUdmV1byQY+LLkzr+tSubt/dks+JYHr/8UUhCloHUfBOZBWauF5nJLDCTmm8iIcvAL38UsuJYHm/vyeZfu7L58qSOCznlo+A7d+7kr3/9q9M6noIgCIIgVJ9MJiuTzXM1MdHpqkO1Vkv76Ggp0JN4IZm+Y+Ywd8FSktMzq3TO5PRM5i5YSvSYOVIGj1Ktpn3fvqi12gr3s1qtXE1MlK6npaXx0UcfVemctyv71d1FJV/2HbEPtmzfU7erin/cE+fwvDcrsps0uR1WqQuCcPsaO3aslKFwJK0YfR1/SS8yWjiSbpvo1mq1Ve6V0BidPn2a/v37S1kHgwYN4vnnny+33XPPPYevry8Ar7/+ujSZWJF9+/axe/fu2h9wFYWEhABw9uxZDhw4UO7+wsJCxo0bV60skJoqfT6Li4uZOnVqmR4npRYsWMCJEydu6TybNm1yGvC4cuUKCQm2hTvt2rWr1rHty4adP3++wu00Gg0vvvgiYAuiPfHEE2Uayd8sPz+/3GfFPXv2cO7cuQr3MRgMUraCVqutdj+sGTNmSO8XU6dO5eTJkxVuW5pVU2rEiBEEBgYC8H//939l+nWXunLlivQcuLm5MXny5AqPX5qtU1xczJdffsm3334L2IKqnp6eFe5XWoJLr9czcuRIMjMr/oxfXFxMTExMmYpE1VUb5yv9PUhPT2fu3LkO950zZ06tlmsD+Otf/+qwbNuuXbv47LPPANvn3LvuuqvCY/z5z3/Gq6Rawrhx47BYLMhkMqc/2+rSarU88cQTACxdupQdO3YAtkCSs0w6q9XKs88+K712Ro0axfLly2+p55TQuNy5hc/rif0qBqOl9pvz3SpfNwWjwrU8EuJGXJqB2Ct6rhbc+CCRo7eQo7dwKtPo5ChV1759+1o5jiAIgiAI5Y0fP5433niDjIwM8tLTyUlJwcdJZoWrlxcdBwzg0uHDFOXmYrFYeH/5Bj74YhND7+3LgwOiiOoSQniHNmjULuiLjZw5f5m4U0n8uCeOLTtiMZtvTJC5envTNirKaYAHICc5mbybapTPmjWL1q1bS/XU7zRlgjw5OXhUMBHh7uODUq3GVFzMlh2xpKRn0SrAt9bHk5yeyZYdsYAtcOfupAmvfVBKBHkEQWjMPD09mThxIp9++ikGM/x6oYhHQtzr7Hw7LhZJVS0mTpzYqPvxZGRklJnELigoIDs7m+PHj/Prr7/y888/S4tH+vTpw7fffouLi0u543h6erJ27VqGDBlCcXExjz76KKNGjWLUqFF06NABsC3uiIuLY+PGjRw/fpwPP/yQgQMH1s8DvcnEiRP58MMPsVgsPPzww7z88stER0ej0WiIi4tj0aJFJCUl0a9fP/bt21enY3nsscd47LHH2Lp1K1u3bqVfv37MmTOHkJAQMjIyWLFiBV9//TV33XXXLZWqWrx4MePHj+eRRx7h3nvvJTw8HC8vL7Kzszl8+DAffvihFNRyFMhzpkePHmg0GvR6Pa+//jpKpZLg4GApi6FVq1a4lvRrfPnll/n111/59ddf2bZtG507d+a5556jb9++eHt7k5+fT2JiIjt37mTTpk1oNBpmzJghnevXX3/lrbfeYsCAATzyyCN069YNPz8/ioqKOHv2LJ9++ilHjhwBbCWuqtv7MSAggE8++YQnn3ySjIwMevfuzbPPPsuQIUMICAhAp9Nx8uRJtmzZQmJiYpmglouLC5999hmPPfYY+fn59O/fn5deeon77rsPpVLJ/v37+fe//y0FKt577z0pOOpInz596NixI+fOnePvf/+7FKSrqFRbqbFjx/Ljjz+ycuVK4uLi6Ny5M1OnTmXQoEH4+flRUFDA+fPn2bNnDxs2bOD69es8+eST1Xqeavt8zz//PMuXL+fo0aN88sknXLhwgeeee47WrVtz5coVYmJi+Omnn27598BeZGQkp0+fJioqildffZXevXtTXFzMDz/8wKJFizCZTCiVykqzE93c3Bg7diyffvqp1I/pnnvuITg4uFbGWeqZZ57hf//7n/T6kclkPPXUU073efHFF6Wsn4iICF577TXOnDnjdJ+m0FdNuEEEeeqYj90X4rxiC4GN9DOdRimnX2sN0UFq/sg2cSrTQEqeiZR8E8XVKFXs4eFBjx49iIqKYtCgQXfsRI0gCNVnsVg4e/YscXFxxMfHk52djV6vx2AwoFKp0Gg0+Pj4EBkZSVRUFKGhoaKnlyDcRKvVEhMTw+OPPw5AyvHjaH19cXHSJ0Wt1RIycCAZ587Zsn8sFsxmCxt/3sfGn6s+meHh749fSAiqknryFTHq9aTYrUD1bNmSvJKSJFOnTqV///5Ov+TeruyDI5WV2mveti1Xz57FbLawaMUG3ntlSq2PZ9HyDVIAz2q1cv3yZbyDglA4mCApFJk8giA0IbNnz2bZsmW2Vf4X9XT1V9HGq3yw4lZdyjGy66JthbpKpaqT5vW16ZNPPuGTTz5xuo2fnx+zZ8/m5Zdfdjphfv/99/Pjjz8yfvx40tPT+eabb/jmm28q3N5ZJkJdu+uuu/jXv/7FP/7xD7Kzs3n11VfLbTN37lwiIiLqPMgDsGbNGoYMGcK+ffs4ePCgtGK/VM+ePVm6dKnUa6amCgsLnf5cFAoFb731FsOGDavWcT08PJg1axbvvvsuR44c4cEHHyxz/2+//SaVTVQoFGzdupXnnnuOL774gsuXL/Paa69VeGx/f/9yt1ksFnbt2iVl7DgycuRIFixYUK3HUWrixIlYLBaef/55ioqKWLJkCUuWLCm3Xdu2bcvd9sgjj7B8+XKmTp2KTqfjH//4B//4xz/KbFP6PFclmDZu3DjefPNNKcDTrFkzHnrooUr3+/zzz2nRogULFy4kKyuLt99+m7ffftvhtu7u7rdceedWz6dUKvnuu++49957SUxMZPv27Wzfvr3MNoMHD2bu3LnlXl811b17d2bMmMHzzz9fJpBYSqVSsXLlSu6+++5Kj/XMM8/w6aefSteffvrpWhmjvbvvvpuuXbtKWX3333+/w9egvfXr10uXT548WaXP7NXtRSU0LBHkqWORkZHS5ZQ8E518VU62bngymYwOzVzo0Mz2IdditZJVaJECPnqTFaPFitmCrVybzhYBmjZtGrNmzSIkJESadHWWlikIgmC1Wtm1axdbtmzh8OHDHD16FJ1OV+X9tVotPXr0oFevXgwbNoyBAweKVGNBwJZ6P3r0aNatW4fZaCQ5Pp7g3r2d/n7I5HJahIbSrHVrrl26xLWLF6UeK1WVn5FBfkYGSrWa5sHBNG/bFpeSlZqlrFYryfHxmI22DGHvVq1oExXFxUOHyEtPJyMjgxkzZvDVV19V/4E3ceHh4bi5uVFYWIguKwuL2Yy8gi/ZzYODyTh3DqvFwqIVGxk9ZCC9IzvV2lgOxieweOUm6brZYCA5Pp70hARadeuGd0n5EQCL2YyupF6/m5sbnTrV3jgEQRDqQlhYGP/4xz/4+9//jhVYe1LHjLu8cFfV3uIhncHCV6d0lE6P/fOf/2xSPWnlcjkeHh54eXnRtm1boqKiGDBgAI8++miZkvTO3HvvvZw/f57ly5fz3XffER8fz7Vr15DL5fj5+REeHs6gQYMYNWpUgz83b7zxBr169eKDDz7g999/p6CgAH9/f3r37s1zzz3HAw88wIoVK+plLB4eHuzcuZNPP/2UL774gjNnztjmaTp0YMyYMcyePVvKEKipdevW8csvv/Dzzz9z7Ngx0tPTycrKQqPREBwczMCBA3nuuefo2rVrjY7/73//m5CQEL744gtOnTpFbm6uw9JzAK6urqxcuZJZs2bx+eefs3v3bpKTkykoKECr1RIcHExUVBRDhgzh0UcfLbPvyy+/zN13383PP/9MbGwsqampUmZDQEAAd999N08++SQPP/xwjR5HqUmTJjF48GA+/vhjtm/fzvnz5yksLCQgIIA2bdowZMgQxo4dW+G+gwYNYvHixfz0009cvnwZi8VCYGAg9957LzNnzqzy8zx+/HjefPNN6frjjz9epd9HhULBO++8w9NPP81nn33Gjh07uHjxInl5ebi5udGmTRu6d+/O4MGDGTFihJRpVVO1cb7AwECOHj3K+++/z1dffcX58+dRq9V06tSJJ598kqlTp9Z6mcdnnnmGiIgIFi1axN69e8nKysLPz4/77ruPv/3tb1K/ocpERUXRuXNnTp8+jbe3NyNHjqzVcZaaMGECf/vb3wD4y1/+UifnEJoWmVWE5SqVnJxM69atAVvNzOo0lE1ISJCahkX4q5gU2UhTeWpgxbE8qYxbQkJCuQ9mmZmZ5VZaZGRkVLsO6p1EPGc1I5636mvI5yw3N5dVq1YRExNTaXpwdXTu3Jlp06YxceLEOlkNKF5n1Sees+qrrecsMzOTLl26SAsu/ENDaVnyeaQqrBYLBdeukXHuHPk1rHddGjjyDwlBVrIAJO3MGTLOngVsJcDC7rkHpVqNUa8ncccOKfjz7bffMmrUqCqf63Z5rY0bN461a9cC0KZnT3xKPn86cjUxkfSSevlh7YKIXbcYH69b/5yZnZtP39GzpR5LLhoNxptqpXu3akWrrl1RqtVcv3KFKyWlUMaOHcuXX355y2NorG6X11l9Es/ZrbmV76FNVVJSklQWp7RXSl0wmUz07duXw4dtvc1aeSh4tqdnrQR6CgwW/nskj5R826R2r169iI2NrXapKEEQBKHpyc/PJyAggMLCQp5//nliYmLq5DwTJ05k9erV+Pj4kJaWhlqtrpPzCHWntj/ziE8ZdSw0NBStVotOpyM5z9TQw6lVpR9aPTw86vQDuCAIt4dz587x3nvvsXr1aodNNb01coI8lQR5KGjlqcRTLcdFLkMpB5PF1tcsr9iWWZicbyY5z0SO/kYvkNOnTzNjxgz+9re/MWHCBF588UU6duxYnw9REBoNPz8/PvvsM0aMGAFAxtmzKJRK/Kv499pQWEjqqVNleq0oFHKG3tuXhwb0IioihE7tW+OqUVGkN5DwxxXiTiaxfc9hqU+P1WIhPSGB3LQ02vbqRW5amhTgAQiKjERZ8mXERaOhVdeuXC4JFkybNo0HH3wQbSW9fW4306ZNk4I8WRcuOA3y+IeEcP3yZQyFhSReSObhZ1/nh/++dUuBnuzcfIY8M08K8Lh6exMyYABFeXlcTUyU+ijlpKSgy8wkqHt3rl24IO0/ffr0Gp9bEAShPimVStatW0f//v1JTU0lJd/MR7/nMjZCe0ul2y7nGll7UkdWoe0zamBgIN98840I8AiCINwhvvrqKwoLC4G6KdUGtoWzpeXXxo8fLwI8AiCCPHVOLpfTo0cP9uzZQ47eQoHBUqtp4A1FZ7BIk6s9evQQfTEEQaiQ2Wxm8eLFzJs3D/1Nq8HbeSvpG6ShQzMlBQYryfkmUvLM/PJHEbnFFoxmK2YrKGTgopDhpbYFgjr7uTC4vSvuKhnnr5uITdZzIccWSC8oKGDp0qWsXLmS+fPnM3v27FuuKywITdHw4cP54IMPpB4AaadPYzaZCOjUyWnptqLcXP7Yvx+TwQDYPsvMeWoEc54aSauA8r1y3N00REWEEBURwpQnHiYlPYv3l69n8cpNWCwWinJzSdy5E6tdmY7Arl3xatmyzHG8g4LISU2VyrZ9+eWXTJlS+71mGrN+/frRrVs3jh8/TmF2NoU5Obh5ezvcNuvCBQwlXyABDhw7Q9/Rs/ni3ZdqVLrtYHwCk17+jxTgUarVtI2KQiaX4+btTXDv3uSkpJBy/DhmoxGTwcDFQ4ek/SMjI4mOjq72eQVBEBpKu3bt+OWXX7j//vtJTU0lq9DCR4fyGBSs4b52rmiUVf+OW2S0sONiEbsu6qUSbYGBgfzyyy+13nBbEARBaJzMZjOLFi0CbGXb6qpX5ccff0xRURFg62kqCCCCPPWiV69e7NmzB4Cz14z0aNn0I6xJ14zSZdFgVxCEiiQmJjJ58mRiY2Ol29QK6NlSTZ9WaorNsD9ZzzendRgtTg4EYLSSo7dwKfdGVqSLHLr4qxgS4oZaDrEpxRxJK8ZgBr1ez4svvsiGDRtYtmxZg9f6FoSGMHPmTBYsWCDVbs84exZ9Xh5BkZG4aDTlti/W6coEeMLaBVU7aNAqwJeFr05l9MODpKCBfYAnIDwcv/bty+0nk8loERYmZYt8/PHHPPvss3dUry2ZTMa0adN47rnnAFtJNkf9lK6ePUu6XblLmVyO1WIh8UIyfcfMYfak4cyZPJKggMpLYiWnZ7Jo+QYpKAe2AE/7vn1R22VSyWQyfIKC0Pr6khwfL/2cSk2bNu2O+lkJgnB7CA8PZ+/evYwePZrDhw9jBXZe1LP/ip6eLdXcFahm10U96QVl+4kEahU8EaElJd/E7ynFHEm3ff4s1atXL7755hsR4BEEQbjNXb9+nevXr3Pt2jUWL14slaR/9dVXa+0cJpOJixcvUlxczO7du5k/fz4Ajz76KBEREbV2HqFpE0GeejB06FApkhubrL8tgjyxyTdW4w8bNqwBRyIIQmNksVhYtGhRmewdGdC/jYZBbTWczjSy9lQB6TrHDTjBNskoVyikyUuL2VyuEbzRAsfSDRxLN9BSq6Bvaw33t3Nl1yU9ey/bVlLu37+f7t27M3/+fObMmSMyD4U7yr59+8o1581LTyfx2jVade2Kd1CQNDFvtVi4dPiwFODp0z2cbf+bj7dnzUqm3R3Zidh1ixnyzDwOxtt6x7i4uuLvpIyim7c3bj4+FGZnc/z4cfbv30+/fv1qdP6mavz48bzxxhtkZGSQl55OTkoKPnZ9ODLPny8T4PEPDcUnKIjLcXEU5eZisVh4f/kGPvhiE0Pv7cuDA6KI6hJCeIc2aNQu6IuNnDl/mbhTSfy4J04qr1fK1dubtlFRZQI89lw0GoJ79yY9IaFM+b28vLw6eDYEQRDqXrt27YiNjeU///kP//znPzEYDBjMcCC5mAPJxQ73ySgwcyLjOuabOhyrVCr++c9/8tJLL4kSbYIgCHeAJUuW8K9//avMbY888ki1+otWJjk5uVybDE9PT2muWRBABHnqxaBBgwgPD+fMmTNcyDGRlm+ipcetP/UWq5WsQgvJeSZS800UmayYLFbMFlDIQSmX4aqUEeihJMhTia+bHHktrLBMzTdJZZE6d+7MwIEDq7xvVlbWLZ//dubo+RHPWeXE81Z9dfmcGY1GZs2aJdWIBfB1lTO6i5Z8g4XFB3PRGcp+I1aoVGh9fXHz9sbV2xtXLy+UKlW5Y5sMBopycynKyaEwJwddVhbmkgnpNJ2ZDWcK+EklY0QndyL8PfnmlI6sIouU1XPgwAE++OADXFyqX2tdvM6qTzxn1Vfbz5n9B3/f9u3JSU7GZDBgNhq5fOQIOamptAgLw83bm4ykJKkHT1i7IH7471s1DvCU8vHyYNv/5tN39GwSLyRjLCoi49w5WoSGVrhP83btKMzOBuD9998n1Mm2pW6319qCBQukGt4px4+j9fXFRaMhNy2N1JMnpe1adu4s9VkKGTiQjHPnuJqYiNViwWy2sPHnfWz8eV+VzimTy2kRFoZ/x47IKgmGy2QyWoaHo1AqSTt9GoCXXnoJPz8/Hn744Zo85Cbhdnud1Qfx/AhNhVKp5NVXX2XkyJF88MEHrFq1Cp1O53Qf+wCPVqtl4sSJvPDCCyJ7XBAE4Q6kVCpp27YtY8eOrdUsnpv5+/vTt29f3n77bdGDWChDZrVarZVvdmdLTk6mdUnj2ytXrhBkt5qyqj766CNmzpwJQN8gNSPDqz9pYrVa+SPbxKlMgxTYKa54EXw5agVSwKeLn4r2PsoaldVYf0YnrWj66KOPKmyym5mZib+/f7WPLwjC7aM0e2dAGw3fJxUSf9VQ5n43Hx9827XDKzAQeQ365ljMZnJSU7l24YI0KVwqsoWKR0Lc2HP5RlaPINypFCoVnQcPxmIykXLiBDkpKWXu13h5oc/LA6sVuVxO7NeLatTXpSIH4xOIHjMHi8WCTC4n/P77cXF1dbitxWzm9E8/SQFcATwDAgiKjOTsb79JmVb+oaG0DA8vt62xqIhrly5x7eLFctmPjshkMtQeHni1bInWzw93H59Kgzz20s6cKZPRIwiVycjIwM+v8lKCQu18D21qkpKSMJlMKJXKcquW61NeXh5r167lzTffJDU11eE27u7uDB06lEGDBjFu3Dg8PDzqeZSCIAiCIDRVtf2ZRwR5qqA2Plzn5ubSqlUrCgoKUCtg3kCfKjdyLDJaOJJWzP7kYjIKqhHVqUQLd1tpo6iWqiqPRW+y8NbubAxm24fa1NRUPD09HW4rgjyCcGdTymFCVw+swLendRQYb/y58QwIkLIHakthTg5XExPL9Ilwd5HxeGctMmD1iXxMlfX9EYTblFdgIMF33SVdz0lNJeX4cYdBgLl/GcV7r0yp9THMXbCU95dvAKBFWBgBnSoOIl38/XdyK5hUu1OptVqKS1aVewYEOOzVY89qsVCQnY0uM5Pc1FSKdTqq8rFfqVbTPDiY5m3bVhiIK3Meq5WLhw6V69EjCBURQZ6qE0GehgvyAOTn5+Pr64uhgkUHarWazMxMEdwRBEEQBKHaavszjyjXVk+8vLyYMGECS5cupdgMP50vYmiYu9N9sgrN7LpYVK6JYylvjZwgTyVBHgpaeSrxVMtxkctQysFkAaPFSl6xhZQ8E8n5ZpLzTOTob8xwXi0wsymhgB+SCugZoGZQsCu+bs5X0v94vkgay8SJEysM8AiCcGdTKWByd0/SdSY2JxZKtytcXGjVrRverVrVeoNuN29vgnv3JiclhZTjxzEbjRQYrayMz2dYmBtP9/Bk+bE8h++nglCfqtJvqrbdHFD1DgzEw9+fnORkMv/4g+L8fAAUCjlznhpZJ2OYM3kkH3yxCbPZwrWLF2kRGlphxoibt7cI8tykNMCjcHEhKDKySu+hBVlZZCQlYbVUPcJtKi7mamIiGUlJtAgNxT8kxGlmj0wmIygyksRr1zAbjVU+jyAIQmO3bdu2CgM8AMXFxWzfvp0///nP9TgqQRAEQRCE8kSQpx69+OKLrFy5Er3eVjqoq7+Kdj7l+0JYrFb2XNKz/XxhuVXn7byV9A3SENrcBXdV5dk3gR7QyfdGXwudwULSNSOxyXqpr47BDAdSijmcVsxDHdwY0FbjsHfPH9lG9l22NVDXaDTMnTu3Og9fEIQ7hFJuC/BczjWx7dyNAE9puSEXjabOzi2TyfAJCkLr60tyfLy0snxzYiFDOroxubsnnx/NExk9Qr2pjX5TtcHVQdacQqmkeXAwaq2W8/tsfVuG3tuXVgG+tXZee0EBfgy9ty8bf96HqbiYguxstM2bOx6vl1edjOF20Kpbt0rfR4t1Oi4dPiz1WAJbAG/ovX15aEAvoiJC6NS+Na4aFUV6Awl/XCHuZBLb9xxmy45YzGYLVouF9IQEctPSaNurF2ptxaWGXTQaWnXtyuUjR2rtcQqCIDS0jRs3VmkbEeQRBEEQBKGhiSBPPerYsSPz58/nxRdfxAqsO6VjTl9vVIobAZWMAjPrTum4lGuSblMroGdLNX2DNLT0uLUfmVYlp0dLNT1aqknLN7E/Wc+RNFumkMkC3yUVciLDwOguWvzdb2T1GMxWvjmlk3pa1LTB1+nTp/H1rZvJo9tBVlYWnTt3LnObeM4qJ5636qvN5+zcuXPce++96PV6ZNhKtKXrygZ4/ENDCejUqdazdyriotEQ3Ls36QkJUq+IbecKGRbmxoSuHqyMz8eKLWC9Y8eOKr2fiddZ9d0Jz1lWVhavvvoqmzdvLnN7dftNKVUqPPz88CgpYeSs39Tw4cNZsGABzSsIkJR6+OGHOXz4MOA8aGIfCHhoQK9Kx3orHhwQxcafbQGlopycioM8dkGpu+66i++//97pcW/n19rKlSt56aWXAFuw3LtVK6fbF+Xm8sf+/VLvHrlczpynRjDnqZEOA3jubhqiIkKIighhyhMPk5KexfvL17N45SYsFgtFubmc27uX9n37On0deQcFkZOaKgXX33vvPZ588smaPuxG6XZ+ndUVR8+ZIDQFxcXFlf7tAfj+++8xGAyoHCzgEARBEARBqC8iyFPPZs+ezfr164mNjSWryML2c4UMDXN3mL1T2rB8cAfXKvfMqY6WHkpGhWt5JMSNn84XSY3JL+WaWHQgp0xWz/ZzhWQV2QYWHR3NCy+8UKNz+vr6ihrc1SSes5oRz1v11eQ5M5vNzJ07F73eluXXv40GK5Qp0dayc2f8G6Cmukwmo2V4OAqlkrTTp6FkXJMiPejfRsOey3r0ej1z585lz549KKowEX8z8TqrvtvpOdu0aRNTpkwhMzNTuq22+k3JFQqatW5Ns9aty/Wb2rRpE/v27eOzzz5j+PDhFR7j6tWrgK08nKPsoVJFOTnS5aiIuv1djepy4/j2572ZUqVCqVbbSoddvVqj18zt8FqzWq2sWrVKut4iLMxpsLxYpysT4AlrF8QX775E78iK+x/drFWALwtfncrohwcx6eX/kHghGVNxMX/s30/HAQMqzOiRyWS0CAuTXqdffPEFf/3rX+stuN9QbofXmSAI5e3YsYP8klKmzuTl5bFjxw4eeuihehiVIAiCIAiCY7UfORCcUigULF++HE1JmY29l/WcuFrMVyd1fJd0I8Dj6yrn+V6eDA1zr5MAjz2NUs7QMHee6+WJr6vtXKVZPV+f0nHiajF77cq0LV++vEaToYIg3H4WL15MbGwsAL5ucga00fDtaZ10v39JP4eG5B8Sgn9oqHR9/RkdA9popPe72NhYPvjgg4YantBELVmyhBEjRkgBHoWLC22iogju3fuWAzw3K+031SYqCoWLrcxrZmYmI0aM4MMPP6xwv9Lga2WZRIaS7QA6tW9dCyOuWHiHNg7P60jpuPWVbHc727dvH8ePHwds2WHOXltWi4VLhw9LAZ4+3cM58M0H1Qrw2Ls7shOx6xZzd8n+JoOBS3FxTvv7uHl74+bjA8Dx48fZv39/jc4tCILQ0KpSqq0m2wqCIAiCINQFEeRpAGFhYcyfPx8AK7DquI6j6bYv5DJgQBsNc/p6O+zXU5fa+7gwp683A9poKF1zeSTNwKrjN8q0zZ8/n1C7yVJBEO5c586dY968eYDtvWt0Zy3fJxVSYLS9Y3gGBBDQqWaTi7UtoFMnPAMCANAZrHyfVMifu2il97q///3vnDt3ruEGKDQpCxYsKJPR6hkQQNi99+ITFFRnWQul/abC7r1Xei0DzJo1iwULFjjcp7RZtEzu/OOe/aS9q6Zuy81o1Dc+2zgLFsCNcRcXF9fpmBqzmJgY6bJvu3ZOt81ISpJK74W1C+KH/76Ft2fFfXSqwsfLg23/m09YuyDAln2VUcl7ZXO7cX788ce3dH5BEISGYDaby5VhBdCqZGhV5f/Ob968GUslf9MEQRAEQRDqkgjyNJA5c+YwduxYACmAopTDpEgPhoa5l+nTU59UChlDw9yZFOlBaQJR6fjGjRvHnDlzGmRcgiA0Pu+9916ZMm35BgvxV22TygoXF4IiIxtNmR6ZTEZQZKSUBRF/1YDOYKFfG1tWpV6vZ+HChQ05RKGJWLJkCa+99pp03T80lODevXEpydCta6X9puyz01577TWHGT2l/QGqGkwBKNIbammkjumLjQ7P60jpuNVqdZ2OqbEymUzSJKNCpcIrMLDCbY1FRVwt6T8ml8v54t2X8PHyqJVx+Hh5sPLdl5CX/LyuJiZiLCqqcHvvwEAUJa+9zZs3YzKZKtxWEAShMTpw4AAZGRnlbu/ip6KLX/nFEFevXuXAgQP1MTRBEARBEASHRJCnkVAp4OkennTxbxwNG7v4q3i6hycquwovVqu14h0EQbij5Obmsnr1agDUChjUVsPGhALp/lbdutXbpHdVuWg0tOraVbq+MaGAP7XVSO9zq1atIi8vr4FGJzQFmzZtKpPB07JzZ1qGh9d7MLO031RLu2bms2bNYtOmTWW2Ky0NazGbnR5PZfe7mvDHldobqANnzl92eF5HSsetaWTvJfXlzJkzFBba+ptpfX2dlt27dvGiFBSb89SIGpdoq8jdkZ2YPWk4YAu+Xbt0qcJt5QoFWl9fAAoLC0lISKjVsQiCINS1isqvRfiriKjg+7oo2SYIgiAIQkMSQZ4GsmjRItauXQvYMngmd/ekY7P6Lc9WmY7NXJjc3VPK6Fm7di2LFi1q2EEJgtAorFq1ioICW1CnZ0s1p7OM6Aw3yrR5t2rVkMOrkHdQUJmybWeyjPRsacsSKCgoKNPgXBDsZWZmMmXKFOl6dftNWS0WdNeukXn+PJfj4ji3bx9Je/Zwbt8+LsfFkXn+PLpr1yrNurF3c7+pqVOnkpWVJV0PCrKV2DIVF0t9WhxxtevzEncyqcrnr4m4UzeO7+qkv4zJYMBUUqat9HHcaeLi4qTLlfXiKQ26KBRy5jw1sk7GM2fySBQK24dC+6CSI/bjtX8cgiAIjZ3VanUYsNEoZXRs5kLHZi6oHVTd2Lhxo1gUKQiCIAhCgxFBngaQmJhYpo/FhK4ejS7AU6pjMxcmdPWQ+lbMmzePxMTEBh2TIAgNy2q1lukT0aeVmtgrNxqjtwgLazRl2m4mk8loERYmXd9/RU+fVjdKQcXExIgv6IJDM2bMIDMzE6hevyljURHpZ85w+qefOL93L6knT5KdnExBVhaF169TkJVFdnIyqSdPcn7vXk7/9BPpCQlOy2HZs+83lZGRwYwZM6T7oqKipMulvVocsQ+2bN9zuErnrakf99yY8HcW5CnKyZEu2z+OO4l9cMTZc1WQnS0FxIbe25dWAb51Mp6gAD+G3tsXsAUOC7KzK9zW1ctLuiyCPIIgNCUnTpzgjz/+KHd7J18XlHIZSrmMcN/y393Pnz/PyZMn62OIgiAIgiAI5YggTz0zm81Mnjy5TB+LxlKirSJd/FX0t+tbMXnyZMyVlH4RBOH2tWvXLs6cOQNAO28lxWZI09neE9x8fJyuOG8M3Ly9cfPxAWzjNlhsjwPg9OnT7N69uyGHJzRC3377LevWrQOq3m/KarFwNTGRM7/8wtWzZ6VJ+MqYiotv7JeYWHk/nZv6TX399desX78euCnIYxc0uZm7jw/Kkr43W3bEkpKeVeG2tyI5PZMtO2IBUKrVuJf8HjpiH5QSQZ6yQZOb2f9sHxrQqy6HxIMDqvaachWZPIIgNFHOSrU5ulyVfQVBEARBEOqaCPLUs8WLFxMba5vg8HWT81BHtwYeUdU81NENX1fbyyU2NpYPPviggUckCEJD2bJli3S5b5CG/ck3snh827VriCFVW3O7ce6/oqdv0I2eH6WNzgUBQKfTMX36dOl6VfpNFet0JO3eTXpCghSkUSjkjHigH0vffIHDGz5Cd2wz5oRt6I5t5vCGj1j65guMeKCfVA7LarGQnpBA0u7dFOt0Ts93c7+padOmodPpygRHCp1MyMvkcpq3bQuA2Wxh0YoNTs9XU4uWb8Bstj0fzYODkckr/hhaKDJ5SE5OBmwBMaWq4gVBZbKeIqpeQrAmorrcOL6zII9SpZICh6WPQxAEoSlwFKhRyiGs+Y334TBfFQ4qtokgjyAIgiAIDUbZ0AO4k5w7d65MmbbRnbWoHH06bIRUChl/7qLl08N5WIG///3vDB06lI4dOzb00ARBqGeHD98o59ShmZJvTtsmoBUqFV6BgQ01rGrxDgwk9eRJzAYDpzIMPBZ6I+AuVp0L9tasWUNGRgZQtX5TRbm5/LF/v9QDRy6XM+epEcx5aqTDMlrubhqiIkKIighhyhMPk5KexfvL17N45SYsFgtFubmc27uX9n37Os3m8A4KIic1lbz0dDIyMvjyyy/5y1/+gpubG4WFheiysrCYzcgVCof7Nw8OJuPcOawWC4tWbGT0kIH0jqxaSbqqOBifwOKVm4CyQSVHLGYzupLeQm5ubnSqYmm8201p1ndFP7NSBv2NQHun9q3rdEzhHdo4PK8jpePWV7KdIAjCrUpJSeHxxx+/5eNYrVbi4+PL3R7SzAWN8sb3do1SRkhzFxKyjGW2O3bsGH369KmVssXr168nsIl8rhYEQRAEoeGJIE89eu+998qUaWvn0zj78FSkvY8L/dpo2HtZj16vZ+HChXzyySe3fFyLxcLZs2eJi4sjPj6e7Oxs9Ho9BoMBlUqFRqPBx8eHyMhIoqKiCA0NRe5k9a8gCHXHYrFw9OhRALw1cgoMVowl1aS0vr6VTkY2FnKFAq2vL7mpqRgtUGi04q2Rk6O3PT6LxSLeZ4Ry/acq6zdVrNOVCfCEtQvii3dfqlawpFWALwtfncrohwcx6eX/kHghGVNxMX/s30/HAQNQa7UO9yvtN5WXng7Axx9/zLPPPsuwYcNYu3YtZoOB3NRUfFo7DgK4uLrSIjSU9IQELBYLT778H2LXLcbHy6PKY69Idm4+k17+D5aSrKYWYWG4uLpWuH1Oairmkudw2LBhKJV35sdVQ8lz4CzjCShT0s9VU7clgDXqG59dKy0lWDLu4iqWKhQEQaip9evXc+DAgTo7vqPybBF+qnJBHoCDBw/WyjnXr1/PzJkza+VYdS0vL48ffviBX3/9lbi4OP744w8KCwvx8vKiS5cuPProozzzzDN4N/KSzoIgCILQlN2Z35obQG5uLqtXrwZArYDBHSqe3GjMHuzgyqEUPQYzrFq1infeeQdPT89qHcNqtbJr1y62bNnC4cOHOXr0KLpKStHY02q19OjRg169ejFs2DAGDhzYaJu8C8Lt5uzZs9Lva5CnkuR8k3RfY+/FczM3b29yU1MBSM4z0cpDQY7eQn5+PklJSYSFhTXwCIWGtm/fPo4fPw5U3m/KarFw6fBhKcDTp3s42/43H29Px0GZytwd2YnYdYsZ8sw8DsYnYDIYuBQXR8iAARVO+pf2myrMzub48ePs37+fadOmsXbtWgCyLlyoMMgD4B8SQm5aGkW5uSReSObhZ1/nh/++dUuBnuzcfIY8M4/EC7aSXa7e3vhXkgV87cIF6bJ9qbw7jaqkRFtVgykARXoD7m7OywneCn3xjQnNqgaf1CVl2wRBEOrKN998U2fHlgGd/coHebr4q1h/pgBrHZ33m2++aRJBnm3btjFixAiHAf2srCx27drFrl27eO+991i7di333HNPA4xSEARBEG5/YplyPVm1ahUFBQUA9GypRqNsmk+9RimnZ0vbl/WCggJWrVpVrf0///xzunTpwj333MOiRYvYs2dPtQI8YOuPsGfPHhYtWsSf/vQnIiIi+Pjjj8nLy6vWcQRBqD77UmZBHgpS8szSddcmFuSxL32VnGcmyPPGugdRsk0AymTxVNZvKiMpiaLcXMCWwfPDf9+qcYCnlI+XB9v+N5+wdkGArQdKxrlzTvex7zf18ccf069fP7p16wZAYXZ2pb152vbqJfV/OXDsDH1Hz+ZQfEKNxn8wPoG+o2dzsGR/pVpN26ioSnvxFGZnAxAZGUl0dHSNzn070JT0frKYzU63U9n1iEr440qdjunM+csOz+tI6bg1lWwnCIJwK1JSUti7d2+dHb+9jxKtqvzfLa1KTnufulszu3fvXlJLFiM1ZteuXaO4uBi5XM6DDz7IokWL2LFjB0eOHGHLli2MGTMGgKtXr/Loo49y7Nixhh2wIAiCINymmmakoYm5udyLfYPvpsh+/DExMVitVV+/9Oqrr3LmzJkyt3lr5ET4q3iogytP9/BgTh8vXo725rX+3rwc7c2cPl483cODhzq4EuGvwltT9mV7+vRpZsyYQWBgIM899xznKpkAEwSh5uzrlLfyVJKcdyOTx1m/kMbIPiiVnGcqE+QRX0AFk8nE5s2bgcr7TRmLirh69ixg68Hzxbsv1UqZM7AFela++5JUPvBqYiLGoqIKt/cODERREqTZvHkzZrOZadOmSfdfTUx0+ndbrdXSPjpaCvQkXkim75g5zF2wlOT0zCqNOTk9k7kLlhI9Zo6UwaNUq2nft2+F5ebA9nnpamKidH3atGl3dKZuUJAtuGcqLpYyxByxfy+LO5lUp2OKO3Xj+M4C+yaDAVPJqu7SxyEIglAX1q9fX2fHjvBX8WRkxX/Pn4z0cFjKrTZYrdY6fWy1xcXFhalTp3LhwgW2b9/O7Nmzueeee+jRowePPfYYX331FUuWLAGgsLCQuXPnNvCIBUEQBOH2JMq11YNdu3ZJgY123kpaejTtpz3QQ0k7byUXckycPn2a3bt3M2jQoHLbmZ2sPG3nraRvkIbQ5i64O1gZVf6c0Mn3xgdoncFC0jUjscl6LuTYJpkLCgpYunQpK1euZP78+cyePRtFE+kPIghNRXbJCnsAT7Wc3GJbOR6lWi1NCjcVSpUKpVqNqbiY3GILnuob70U5TrIdhDvDmTNnKCwsBCrvN3Xt4kWpNNWcp0ZUqwdPVdwd2YnZk4bz/vINWC0Wrl26REAnx+ew7zdVWFhIQkIC48eP54033iAjI4O89HRyUlLwcTLx7urlRccBA7h0+DBFublYLBbeX76BD77YxNB7+/LggCiiuoQQ3qENGrUL+mIjZ85fJu5UEj/uiWPLjljMZrs+Md7etI2KchrgAchJTpZ6Cvn7+zNu3LgaPFu3j6ioKGJjYwEoys3Fw8/P4Xb2wZbtew4z5YmH62xMP+65keXoLMhTZPceGhUVVWfjEQRBaNu2LVqtttLqEF5qOV6aqq9xjWqppm+Q2uliAzcXOU920xKbXExcWtX7j+XqLdJn6IpotVratGlT5WM2lDFjxkjZOhWZOXMmX3zxBYcPH2bnzp1cu3aN5s2b19MIBUEQBOHO0LSjDU3Eli1bpMtNPYunVN8gDRdybB+kN2/eXC7Ik5iYyIQJE8rcplbYStX1DdLccqBLq5LTo6WaHi3VpOWb2J+s50haMQYz6PV6XnzxRTZs2MCyZctEXw1BqEV6vV667CKXYTTbMgKcTYA3ZqXjNlmsuMhvfIm3f5zCncm+ZF9lvXiuXboEgEIhZ85TI+tkPHMmj+SDLzZhNlu4dvEiLUJDnfbmKe03FRcXR0REBDExMTz++OMApBw/jtbXFxcnZbTUWi0hAweSce6cLfvHYsFstrDx531s/HlflcYsk8tpERaGf8eOlfZvMer1pJw4IV3/5JNP0FYSFLrd2QdHinJyKgzyuPv4SAHrLTtiSUnPolWAb62PJzk9ky07bEEnpVqNu49PhduWli4EEeQRBKFuDRs2jMOHDzN69Gipj54jepOFR1q70aNl7fYJk8lkRLfWEN26at/zj6YV8+0Z5wGpbt268c033xAaGlobQ6yQ0WikdevWXL16lYceeoht27Y53f7kyZN07doVgLfffpvXXnutyuf605/+xOHDh7FYLFy4cEEEeQRBEAShlolybfXg8OHD0uXQ5i4NOJLaE2L3OOwnwiwWCwsXLqR79+7S45YBA9pomDfQh5Hh2lrPZGrpoWRUuJbXB/owoI2G0mna/fv30717dxYuXIilkqbFgiBUjcGuZJBSDiUxnkoncBur0nGbLKCwewiOmscKdxb7v23OMhYKsrOlslRD7+1bJ5PrAEEBfgy9ty9gK99VYJdVdzP70omlj2PUqFGMHj0aALPRSHJ8fKXlVmVyOS1CQwm//35ahIWhVFdtYkypVtMiLMy2n5NgVCmr1UpyfDxmoxGwrQoeObJugmVNiX1wpLJeSs3btgXAbLawaMWGOhnPouUbpAyt5sHBlfZWKiWCPIIg1LWwsDAOHDjAlClTKtym2AxfntTx7WmdtEipPhnNVr49rePLkzoMTlqtTZ06lQMHDtR5gAdspdaefPJJAH766SdSUlKcbr9s2TIAFAoFkyZNqta57D9by5vo9wZBEARBaMzEX9c6ZrFYOHr0KGDrPVOV0mRNgVYll3rjHD16FIvFgtFo5Mknn+TFF1+UVsH7usp5vpcnQ8Pc0Sjr9rFrlHKGhrnzXC9PfF1t5yrN6pk0aRLGkskjQRBqTmVXks1kAUVJVNXaRAOppeNWysGuuhTqKk5mC7fOZDJx4sQJVqxYwcyZM4mOjqZNmzb4+/vj7e2Nv78/bdq0ITo6mpkzZ7JixQpOnDiByWSq/OC3oEyQx0m/KfuyVA8N6FWXQ+LBAWUzOypSpkeL3eP46KOP8CvJBslLTyc9IaFK53VxdSWgUyc6Dx5Mh/79CYyIwCcoCHdfX9yaNcPd1xefoCACIyLo0L8/nQcPJqBTJ1xcXat0/PSEhDJl2j766KMq7Xe7Cw8Px83NDQBdVhYWJ2Vw7YMui1Zs5FB81X62VXUwPoHFKzcBZYNKjljMZnRZWQC4ubnRqYLSgoIgCLXJ1dWVpUuXsmbNGqeZoAdTivnwUC4ZBU4iLbUso8DMh4dyOZhS8SIirVbLl19+yaeffoprFf9+1oZnnnkGsM1bfPHFFxVuZzQaWb16NQCDBw+mVatW1TrPrl27AFAqlXTs2LGGoxUEQRAEoSKiXFsdO3v2rFQf2L6p9+2glYeCHL2F/Px8Tp48ybx589i6dStgy97p30bDQx3dUCnqt2lyex8X5vT1Zvu5QvZe1mMFVq9eTW5uLuvWrUPjpDyNIAjO2f/+GC1WXBQyMFqdTj42ZqXjVsplGC03VnWK94m6ZbVa2bdvHzExMWzevFnqfePMlStXpP4kYJs8HjZsGNOnTyc6OtppzfyaSE5OBirvN1Wm90hESK2O4WZRXW4c31mQx77fVOnjAPDz8+Ozzz5jxIgRAGScPYtCqcQ/pGrjlsnlaJs3R1uLJVYykpLIOHtWur506VJ8fesmG6qpUSqVDBs2jLVr12I2GMhNTcWndWuH27q4utIiNJT0hAQsFgtPvvwfYtctxser4obhVZWdm8+kl/8jZUW3CAtzGsDLSU3FXJL1OWzYMJTK2+vzryAIjdu4ceOIiopyWr4tTWdmycEcRoVra718281Ky7M5y96JjIxk3bp19ZK9c7PQ0FAGDhzI7t27Wb58Oa+++qrD7b777jsyMzMBePrpp6t1ju+//176WTz44IN4enre2qAFQRAEQSjn9kgracTsV9AGeTTNnhUVsQ9aTZ48WQrwKOUwKdKDoWHu9R7gKaVSyBga5s6kSA9KE4i2bt3KmDFjREaPINwCH7seDHnFFrzUJeXOiosx2ZVyawpMBoNUZstLLSfPrgGut5PyXMKtWbFiBZGRkQwYMIC1a9c6DPAo1WpUbm6otVpUbm4Oy4QVFhaydu1a+vfvT/fu3fnwww9JTEykqKioVsZZmpFaWb8pg13/pk7tHU/A15bwDjcaMBsq6RtVOu6b+0sNHz6cDz74QLqedvo0aWfOVFq6rbZZrVbbuU+flm5bsmQJw4cPr9dxNHbTpk2TLmdduOB0W/+QECnrLPFCMg8/+zrZufm3dP7s3HyGPDOPxAu2YKGrtzf+lazAvmY3zunTp9/S+QVBEGqiMZRvq055ttjY2AYJ8JQqzeZJSkpi3z7HffeWL18OgK+vL4899liVj339+nXpb4FCoeCtt966xdEKgiAIguCICPLUsfj4eOlyq9ssk8c+yHPkyBEAVAp4uocnXfwrXvVcn7r4q3i6hyeqkjm6LVu2MHnyZNGjRxBqKDIyUrqckmcq8z5g32i7KbDPhAjyVJKcd6P8V/fu3et/QHeIl19+mRMnTkjXFSoVXoGBtOzcmfbR0XQZMoQuDz1E+AMP0Om++wh/4AG6PPQQXYYMoX10NC07d8YrMBCFXXbN8ePHmTVrFp06dSIwMJAffvjhlsdZ2n+q0n4ydn9PXDV1+7dPo77RD6+yEoml43bUX2rWrFn83//9n3Q94+xZLh46hLGSwFFtMer1XDx0iIykJOm2BQsWMHPmzHo5f1PSr18/unXrBkBhdnalvXna9uolZZ4dOHaGvqNn17h028H4BPqOns3Bkv2VajVto6Iq7cVTWNIvKjIykujo6BqdWxAE4VY1ZPm2jAIzSxppeTZHHn/8cWmBU2kwx97Vq1fZtm0bABMmTChTvtkZs9nM+PHjuXTpEgDz5s2jR48etTNoQRAEQRDKEEGeOpZt1xjZU317Pd03Px6lHCZ396RjM5cK9mgYHZu5MLm7p5TRs2bNGhYtWtSwgxKEJsq+gXZyvplWnjeyHJyVj2qM7INSQZ6KMkEe0Si87rn5+NCmZ086Dx5M8F134R8SgoefX4Wl0ZQqFR5+fviHhBB81110HjyY1j17luuXk5OTw4gRI0iyCyDUROkERlWDKQBF+rrNZtMX38hErWrwqaL+Uq+++ipLliyRruelp5O4YwfZV67UWVaP1Wol+8oVEnfskHrwAHz44Ye88sordXLOpk4mk5XJ5rmamOj056PWamkfHS39HiVeSKbvmDnMXbCU5PTMKp0zOT2TuQuWEj1mjpTBo1Srad+3L2onE6VWq5WriYnS9WnTptV6GUVBEITqGjduHIcPH5YC5o6Ulm87frXioExVHb9azAcHc0jXVRw0ioyMJC4ujrFjx97y+WqDq6sr48aNA2DdunUUFBSUuX/VqlVSL8S//OUvVT7utGnT2L59OwCPPPIIr7/+ei2NWBAEQRCEm91eUYdGyL5Miov89vqia1/aSAZM6OrR6AI8pTo2c2FCVw9KfwLz5s0j0W4iQhCEqgkNDZVWQybnmQjyuJHJ42yFeWNUeFMmT0q+7cu4h4cHIVXsUSI45yijxjMggJBBgwgZOBCf1q0rLYdWEblCQbPWrWkeHFzuPoPBQM+ePdm0aVONjg03+jJV1m9KZde/KeGPKzU+X1WcOX/Z4XkdKR23s/5SM2fOZOPGjfj5+QFgNhq5fOQIFw8dqvXf58KcHC4eOsTlI0cwl5RN9ff3Z+PGjcyYMaNWz3W7GT9+PP7+/oAtGJeTkuJ0e1cvLzoOGCAFQC0WC+8v30DwPU8ycvqbLP3qew6fOEtBoR6z2UxBoZ7DJ86y9KvvGTn9TYLveZL3l2+Qsp5dvb3p2L9/uYDqzXKSk6Xgnb+/vzRhKAiC0NCqWr5tc2IBlltY6GCxWtmcUNDoy7M58uyzzwKQn5/P+vXry9xXmt1z11130bVr1yod79VXX+Wzzz4DoH///nzzzTcoaviZTxAEQRCEyokgTx0z2PWoUN5Gz7bFamX7uRt9FPq30TSaEm0V6eKvon8b22SXXq9n8uTJmJtos3hBaChyuVwqs5Cjt+CukuFS8t6my8qqdEK8sbCYzeiysgBwkYObi4wcvW1Cs0ePHsgryZIQKrdkyRKeeuop6brCxYU2UVEE9+6NWy32PMpJTXV4u06nY8SIEXz44Yc1Om5QUBBQeb8pV7vHEnfy1rKHKhN36sbxXZ08h/b9pkofR0WGDx/O6dOnGTNmjHRbXno6Sbt2kbR7N9evXKnx77XFbOb65csk7d5N0q5dZbJ3nnjiCU6dOiV68FSBVqslJiZGup5y/HilpfXUWi0hAwcSEB4uZX2ZzRY2/ryP595Ywl2jZqLtPgxl+MNouw/jrlEzee6NJWz8eR9ms+29UCaXExAeTsiAAU4zeMBWgi/FrgzjJ5984rQ8kiAIQn0rLd/25ZdfVvj+lFds5UquyeF9VXE510SewXGQqDGVZ3Oke/fuUia7fcm2gwcPcrqkf15Vs3jeeecd/v3vfwPQs2dPvvvuu0b5mAVBEAThdiJmseqYfb1a023UBmbPJb206t3XTc5DHd0aeERV81BHN3xdbS/72NjYMs2nBUGoml69ekmXz183SQFes8FAbgUT7o1NTmoq5pKJ+y7+Ks5fF6XaatOCBQt44YUXpOueAQGE3XsvPkFBtVq+yWQwSMG6isyaNYsFCxZU+9j2rwNn/absgy3b9xyu9nmq48c9cQ7PezP70olVeT37+vry1Vdf8e2330oZI2DrAXPlyBFO//QTF3//nYykJPIzMioMepkMBvIzMshISuLi779z+qefuHL0qNSjBWwZHuvXr2ft2rX4+vpWOjbBZtSoUYwePRqwZVwlx8dXWlZPJpfTIjSU8Pvvp0VYGMoKSvfdTKlW0yIszLZfaGjlpQGtVpLj46UMrTFjxjBy5MgqnasqioqKSE5OpqioqNaOKQjCnWvs2LHExcVVWL7tZGbNS6+eqmDfxlaerSLPPPMMALt27eKPP/4AbgR8XF1dqzT+mJgYqQRreHg4P/74I16VZIIKgiAIgnDrRJCnjtmXSTFa6qbGfX3LKjSz/bwti0cGjO6sRaVoGqXoVAoZf+6ilcq2/f3vf+fcuXMNOiZBaGqGDh0qXY5N1hMddON9LuvChYYYUrVdsxtndGsNsck3VsUPGzasIYZ021iyZAmvvfaadN0/NJTg3r1xqaS8WE3kpadDFcqqvPbaa9XO6CkT5HFSuszdx0eaPN+yI5aUdOdBp5pKTs9ky45YwDYJ7+7jU+G29kGp6gQtR40axfnz5/n000/LTH6VBnDTTp/mj9hYTm3bxqnt2znz888k/PorZ37+mVPbt3Nq2zb+iI0l7fRpcu0CqQDdunVj6dKlnD9/vlYDAHeSjz76SCqtl5eeTnpCQpX2c3F1JaBTJzoPHkyH/v0JjIjAJygId19f3Jo1w93XF5+gIAIjIujQvz+dBw8moFMnXKq46jo9IaFMmbaPPvqoZg/QgR9++IH27dvTunVr2rdv77AEpCAIQnWFhoYyc+ZMh/d5qmo+ReJRwb4zZsxodOXZHBk3bhxubm5YrVZWrlxJUVERX331FQAjR46sNFizatUqqQRr+/bt+eWXX8SCDkEQBEGoJyLIU8d87CZh7HvYNGW7LhZJWUn922ho59M4+/BUpL2PC/3syrYtXLiwgUckCE3LoEGDCA8PB+BCjgm1AlpqbTW2C7OzG31vnsKcHCmzoKVWgUpuexwAnTt3ZuDAgQ05vCZt06ZNZTJ4WnbuTMvw8Dprvp6blub0fvsSU7NmzapWjx774Iiz17RMLqd527aArRzWohUbqnyO6li0fINURqt5cLDT7IrCamby2NNqtUydOpVjx46xd+9exo4di5tb+WxdU3ExhsJCinU6DIWFUnk4e25ubowbN459+/Zx7NgxpkyZIkp43QI/Pz+pvwFAxtmzZCRVvUSgTC5H27w5fh060CYqio79+hEyYAAd+/WjTVQUfh06oG3evNLMHXsZSUlknD0rXV+6dGmtTehdv36diRMnkl4SQEpPT+fJJ5/k+vXrtXJ8QRDubBs3bnR4+62UII+oYN9b6RFYnzw9PaWs0ZUrV/Ltt9+SW7Jw5Omnn3a674YNG5g8eTJWq5WgoCB+/fVXAgMD63zMgiAIgiDYiCBPHYuMjJQup+TVvL5vY1FktHAk3TaRo1bA4A5Ns7bugx1cUZX0fVy1ahV5eXkNOyBBaEJkMhnTpk2Trh9IKaZv6xtZGlcTEystI9RQrFYrVxMTpevRrTUcSLkxOT1t2rQ6C0jc7jIzM8s0NPYPDcU/JKTK+1stFnTXrpF5/jyX4+I4t28fSXv2cG7fPi7HxZF5/jy6a9ewljSDNxuN5GdkOD2mobAQ344dpetTp04lq5LybqXCw8Ol4EZl/absgy6LVmzkUHzVMiyq6mB8AotXbgLKBpUcse835ebmRqdOnWp0TplMRr9+/fjyyy/Jzc3lxIkTrFixgpkzZxIdHU2bNm3w9/fHy8sLf39/2rRpQ3R0NDNnzmTFihWcOHGC3Nxc1qxZQ3R0tPi9qiXDhw8vU2o27fRp0s6cqff3XKvVajt3SZ8GsGXx1WaPpW+//bZcQOfatWvlGoILgiBUV15eHr/88ku52wM9FDRzVdT4uM1cFdLCJ3s///wz+fn5NT5ufSot2Xbp0iVefvllANq1a8ef/vSnCvf56aefGDt2LGazGX9/f3755ReCg4PrYbSCIAiCIJRSNvQAbnf2K2iT85tGQ3JnjqQVYyh5GD1bqtEom2acUKOU07OlmgPJxRQUFLBq1SqmT5/e0MMShCZj4sSJvPLKKxQUFHAkrZiX2rnyk0qGzmAlLz2dnJQUfCpp+N4QcpKTpbJCWpWMcF8Xtp4tAMDd3Z2JEyc25PCatBkzZpCZmQnYevAEVDG4YCwq4trFi1y7dMlhNghAAZCdnAzYSpU1Dw5GqVJJAZ+KWC0W3Ly88AwIIC89nYyMDGbMmCGVHnFGqVQybNgw1q5dK5Ur82nd2uG2Lq6utAgNJT0hAYvFwpMv/4fYdYvx8fKo9DyVyc7NZ9LL/8FS8lhbhIU5LaNl329q2LBhKJW3/lFPqVQSERFBREQEkyZNuuXjCbdm1qxZFBQUSGURM86eRZ+XR1BkZJ2URbyZUa8nOT5eei8FWx+uikof1VRFwZz169fz7LPP1uq5BEG4s2zbtg2Dg/5yEX41z+KRjuGvIk1XtoeYwWBg27ZtUpZMY9avXz/Cw8M5c+aMlEk5efLkChdrHDhwgBEjRmAwGHBxcWHRokUYjUZOnjxZ4TmCgoLwdtJbUBAEQRCE6muaM/RNSGhoqFSaJLmJZ/JYrVb2J9+YgOsbVPcTCXXJfvwxMTGNNvNAEBojLy8vJkyYAECxGXZd0jOik7t0f8rx4xj1+op2bxBGvZ6UEyek6yM7ubPzkl4KXE+cOBFPT88GGl3T9u2337Ju3ToAFC4uBEVGVpq5YbVYuJqYyJlffuHq2bMVBnhuZiou5mpiYpmfpTO5aWkERUaicLGVFv3666+rnAlgn7FWWb8p/5AQXEtq1SdeSObhZ18nO/fWVu1m5+Yz5Jl5JF6wBbhcvb3xt8tMcsS+35RYvHD7evXVV1myZIl0PS89ncQdO8i+cqXOPs9YrVayr1whcceOMgGeDz/8UGqyXVuys7PZsWOHw/t+/fVXsktKbgqCINREReXTKiq3BnAhx8iZTANnMg1czDFWuF1TL9kGZUuzyeVynnrqqQq33b59O4WFtn69RqOR8ePH07VrV6f/mtJzIQiCIAhNhQjy1DG5XE6PHj0AyNFbKDA03b48f2SbyCiwzYa281bS0qNpJ4IFeihp5217DKdPn2b37t0NPCJBaFpefPFFNCWrxvde1uOhkhPZwvbF1mw0khwf32iCp1arleT4eMxG25fyyBYq3FVy9l22BaI0Gg1z585tyCE2WTqdrkwwoVW3bpVmExTrdCTt3k16QoKUjaNQyBnxQD+WvvkChzd8hO7YZswJ29Ad28zhDR+x9M0XGPFAPxSK6n10yb96FYVSSauuXaXbpk2bhk6nq3Tffv360a1bN6DyflMyuZy2vXqhVNl+Bw4cO0Pf0bNrXLrtYHwCfUfP5mDJ/kq1mrZRUZX24intNxUZGUl0dHSNzi00DTNnzmTjxo34+fkBtvfdy0eOcPHQoVrvjVaYk8PFQ4e4fOSI9D7q7+/Pxo0bpSbbtWnLli2YTI4XR5lMJrZu3Vrr5xQE4c5QXFzM999/X+725q5yAhyUWis0Wlh9PJ+Y3/NYdiyfZcfy+fj3PNYcz6fQWP67fUutgmau5f9Wf//99w6zhxoj+8z2Bx54gNYVZDILgiAIgtB4iCBPPejVq5d0+ey1ilf9NHanMm98KG3qWTyl7B/H5s2bG3Akws0sFgsJCQmsWbOGl19+mWeffZaJEycyZswYJk6cyLPPPsvLL7/MmjVrSKpG42mh9nTs2JH58+cDYAXWndLxSIgb7i62DI689HTSE2q3N0lNpScklCnT9kiIG9+c0lEagnr77bfpWEmGhODYmjVryCjpjeMZEIB3q1ZOty/KzeXcnj0UlTTylcvlzP3LKC79tooNH7/BlCceJioiBHc3DXK5HHc3DVERIUx54mE2fPwGl35bxWP33O3w2HIHpcksZjP5GRl4BwXhGRAAQEZGBl9++WWlj+3m/lOV9ZtSa7W0j46WAj2JF5LpO2YOcxcsJTk9s9LzASSnZzJ3wVKix8yRMniUajXt+/ZFXZIZ7MjN/aZEf6k7w/Dhwzl9+jRjxoyRbstLTydp1y6Sdu/m+pUrTvtJOWMxm7l++TJJu3eTtGtXmeydJ554glOnTtVqDx57lWXbib48giDU1I4dOxz2x+niryr3dzMhy8DC/TnEXy0fnDl21XZfQlbZ+2QymcNsnry8vAozFBubE3bZ0n/5y1+cbvvPf/4Tq9VarX/OMoMEQRAEQaiZpp2K0UQMHTqURYsWARCbrKdHS3UDj6hm7MvNhTZ3acCR1J4Qu8cRFxfXgCMRrFYru3btYsuWLRw+fJijR49WaaW9s+MJdW/27NmsX7+e2NhYsoos7Lms5/HOWlbG2748Z5w9i0KpxD8kpMHGmJGURMbZs9L1UeFa9lzWk1VkW30ZHR3NCy+80FDDa9KsVisxMTHS9RZhYU4DC8U6HX/s34+pZCVrWLsgvnj3JXpHVq1/D0CrAF+07o570gR26UJyfHy523PS0vAKDKRFWJg0Uf3xxx/z7LPPVhoIGT9+PG+88QYZGRlV6jfl6uVFxwEDuHT4MEW5uVgsFt5fvoEPvtjE0Hv78uCAKKK6hBDeoQ0atQv6YiNnzl8m7lQSP+6JY8uOWMzmGyuDXb29aRsV5TTAA2X7Tfn7+zNu3Din2wu3D19fX7766iv+/Oc/M23aNCnoWpidTWF2NqknT6L19cXN2xtXLy9cvb2lQKQ9k8FAUU4ORbm5FObkoMvKkvo7lfL39+eTTz5h5MiRdfZ48vLy+PHHH51u8+OPP5Kfn4+Hx633vRIE4c6yceNGh7fbB2aKTVa+O1vAgRTnpWTzDFY+P5pPnyA1j4a4o1baPlNE+KnYfal82eKNGzfy0EMP3cLo68eyZcsAaN68OcOGDWvg0QiCIAiCUBUiyFMPBg0aJDUvvJBjIi3f1ORKnVmsVlLzbUEeb40cd9XtkQSmVcnx1sjJ0Vs4evQoFosFuZNSOELty83NZdWqVcTExHDmzJlaO+7AgQOZOXOm6LNSxxQKBcuXL6d79+7o9Xr2XtbTwceFYWFubE601edOO30as8lEQKdO9ZpZYLVaST9zhgy7TK9hYW7IsJWXA1uZtuXLl6NQlC/PIVRu3759HD9+HAA3Hx/cnDTRtVosXDp8WArw9Okezrb/zcfb03nw4mbFBgPf/Xao3O0qNzeatW3L1bNnMRaVbXicl56OxWzGzdsbNx8fCrOzOX78OPv376dfv35Oz6fVaomJieHxxx8HbP2mtL6+TkvSqbVaQgYOJOPcOVv2j8WC2Wxh48/72Pjzvio9TplcTouwMPw7dnRaog3K95v65JNPpH6Awp1j1KhRPPjgg6xZs4aYmBjpd9NsMJCbmkpuaqq0rVKtRq5QIJPLsVosWMxmp32xunXrxvTp0xk3blydv7aqUtKotNzSE088UadjEQTh9mI2mx1Wb9CqZLT1sn0/v5Bj5KuTOq4XVb3M+oHkYpKuGXkiQkuwtwttvZVoVTJ0hrKLzjZv3kxMTEyj/tx58eJFvvnmGwAmT56MWt00F6gKgiAIwp1GzGbXg5vLvcQmN65m5FWRVWihuKTaR5Bn0wpQVaaVh+1Ddn5+vij7VY/OnTvHc889R6tWrZg5c2a5AI+3Rk6Ev4qHOrjydA8P5vTx4uVob17r783L0d7M6ePF0z08eKiDKxH+Krw1Zd/OEhMTmTFjBoGBgTz33HOcO3euPh/eHSUsLKxM2bbVJ/IJ0CoZ0tFN2ibj7FkuHjqEUV8/739GvZ6Lhw6VCfAM6ehGgFbJ6hP5Upm2+fPnExoaWi9juh3ZZ/H4tmvndNuMpCSpRFtYuyB++O9b1Q7wAPy87wj5BYXlbvdq2RKZTIZ3YGC5+ywmE7pMW7m05nbj/Pjjj6t0zlGjRjF69Gig6v2mZHI5LUJDCb//flqEhaGs4iSJUq2mRViYbb/Q0EoDPDf3mxozZkydZlkIjZtWq2Xq1KkcO3aMvXv3MnbsWNzc3MptZyouxlBYSLFOh6Gw0GGAx83NjXHjxrFv3z6OHTvGlClT6iV4WNVSbKJkmyAI1RUbGytlO9rr4qfCYoUfkgr45Pe8agV4Sl0rshDzex4/JBVgsdqOebOrV69y4MCBGo29LqWkpJCUlMRPP/3EyJEjMRqNaDQaZs+e3dBDEwRBEAShim6v2fpGbOLEibzyyisUFBRwJK2Yh0Pc0CibTozNvlRbkEfjXXlUE0GeSk5l2ibH4uLiCAsLa+AR3d7MZjOLFy9m3rx56G+a8G/nraRvkIYOzZQUGKwk55tIyTPzyx9F5BZbMJqtmK2gkIGLQoaXWk6Qp5LOfi4Mbu+Ku0rG+esmYpP1XMixvWYLCgpYunQpK1euZP78+cyePbtRr55rqubMmcPRo0dZs2YNJgssP5bH5O6eZTJ68tLTSbx2jVZdu+IdFFQnWT1Wq5Wc5GRSTpyQJr0Bhoe50UKrZPmxPEwl39snTJjAnDlzan0MdwqTySSthlWoVHg5CK6UMhYVcbWkZJ5cLueLd1/Cx6tmZZbW/7jX4e2l5/cKDCTz/Ply9+ekpdl6BgUGknryJGaDgc2bN2MymVA66OVzs48++ojffvuNzMxMqd9Uy/DwSvdzcXUloFMnWoSGUpCdbSuHlZODQa/HarEgk8tRaTS4envj6u2Nu49PpYEde/b9pvz9/fnoo4+qvK9w+5LJZPTr149+/fphMplISEggLi5O+pecnExhYSFZWVll9nvmmWfo378/UVFRdOrUqUq/G7WpsLCQbdu2VWnbH374gcLCQodBLEEQBEc2bdrk8PbmbgqWHMwlTee8h1lpqbXt27c7vN8K/HZRT0KWkR4Bjhd3bNq0qdIs4vo2fvx4du3aVea2N998k1aV9FkUBEEQBKHxEEGeeuLl5VTvRNUAAQAASURBVMWECRNYunQpxWb46XwRQ8PcG3pYVVZaqg2g1W2WyWOfmXTs2DHRx6AOJSYmMnnyZGJjY6Xb1Aro2VJNn1Zqis2wP1nPN6d1GCtbQGe0kqO3cCn3xmvTRW5rmjokxA21HGJTijmSVozBDHq9nhdffJENGzawbNkyEcyrZXK5nOXLl5OXl8fWrVsxmOHzo3lM6OrBpEgPvj2to8BoxWw0cvnIEXJSU2kRFua0vFd1FebkcDUxsUxzcK1Kxqhw28rzz4/eCPAMHTqUZcuWifKMt+DMmTMUFtoCeFpfX+ROgqfXLl7EarE9+XOeGlGtHjz2jEYTm3+NLXe7UqPBzccHsJWNU2o0mG4KIuelpWGNjESuUKD19SU3NZXCwkISEhKIiIio9Nx+fn589tlnjBgxAqh+vymZXI62eXO0zZtXafuquLnf1NKlS/H19a214wu3B6VSSUREBBEREUyaNEm6PTMzE39//zLb/t///R9+fn71PUTJ9u3bpfcVe55aN/J0ZW8vLCzkxx9/lH4nBUEQnLFarRX249mWVIiz/Fx3d3fef/99nn32WQA+++wz/vrXvzp8vwJI05lJP+f4vo0bN/Luu+/WawnjqnJzcyM0NJTZs2eX+XshCIIgCELjJ2a36tGLL76IpqSG/97Lei5kGyvZo/EoMt342Oupvr1eNvaPJycnp+EGchuzWCwsXLiQ7t27SwEeGTCgjYaXor1pqVWy9lQBMYfzOJZucBjgUarVqNzcUGu1qNzcHJY+MlrgWLqBmN/z+OpUAYEeSl6O9mZAGw2lX6P2799P9+7dWbhwIRZL9UsxCBVzcXFh3bp1PPbYYwCYLLAyPp8/so28cLcXkS1ulK3IS08nadcuknbv5vqVK1jMzldOVsRiNnP98mWSdu8madeuMgGe7i1UzOrtxflsI1/E55cJ8Hz99de4uLjU/MEKxMXFSZcr68Vz7dIlABQKOXOeqnkpsd8OxpOdqyt3e2mpNrBlMHi1bFluG7PRiK4ka8F+vPaPozLDhw/ngw8+kK6nnT5N2pkzlZZuq21Wq9V27tOnpduWLFnC8OHD63UcglDbvv32W4e3/+flZ6u1vSAIws1OnDjBH3/84fA+Z3/F+/XrR3x8PFOmTEEmkyGTyZg6dSrx8fFER0dXuF9Fxzx//jwnT56s+sDrwc6dO7FarRQUFHD06FER4BEEQRCEJuj2Sslo5Dp27Mj8+fN58cUXsQLrTumY09cblaLxreK5mcEuyOMib/zjrQ77x3Nz+TDh1hmNRiZPnsyaNWuk23xd5YzuoiXfYGHxwdxyTUkVKhVaX1/cSsoXuXp5oVSVr2ttMhgoys2lKCeHwpwcdFlZmEuaNafpzGw4U8BPKhkjOrkT4e/JN6d0ZBVZpKyeY8eOsWzZMjHZX4s0Gg3r16+XfuZWYM9lPWcyDYzuoqVbCxUbEwqkn3lhdjaF2dmknjx542fu5YWrt3fFP/OcHIpyc8v9zEtpVTJGdnLHXSVnaVwe1+zqqk+YMEH8zGuJfXDE1UmQpyA7W+r3MfTevrQKqHmmSUWl2m7uw+MdGMi1CxfKbZebloaHvz+uXl7SbXFxcdWazJg1axYFBQW89tprgC2jR5+XR1BkJC4lCznqklGvJzk+vkxAc8GCBcycObPOzy0Idam4uJjvvvuu3O3BQS14ZvRD/N/Sr7iUcrXMfd999x3FxcWiMbggCJWqKIunIiqVirfeeou5c+c6LPXcsWNHdu/ezXvvvcfrr7+O0Vj1BZwbN26ka9eu1RqPIAiCIAiCMyLIU89mz57N+vXriY2NJavIwvZzhU2ibFuyXbm2JtRKqEoUdo+n2EHjYaHm9Ho9o0ePZuvWrYAte6d/Gw0D2mj4PqmQ+KtlJ+fdfHzwbdcOr8BAp6WfSilVKjz8/PAoKS1jMZvJSU3l2oULFGZnA6AzWFl1XEdkCxVTojzZc1nP3st6rMDq1avJzc1l3bp1UpadcOtcXFz44osv6NGjh9R7KavIwieH8+jXRsPsu704nWUk9opeqn1uNhjITU0lNzVVOo5SrUauUCCTy7FaLFjMZofNwUu11CqIbq0h3NeFnZf07Cv5OYMt+DR//nzmzJkjSrTVkjJBHrugyc2K7DIkHxrQq8bnM5vNbPplf7nblWo17jeVQHNv3hylSoXppgBgbloarbp1KxOUqk4mT6lXX30VrVbLrFmzgIbtN/Xhhx8yY8aMWj+fINS3n3/+mfz8/HK3jxrcH7lczqjB/Xh/+YYy9+Xl5fHLL7/wyCOP1NcwBUFooqoT5OnWrRurVq2iW7duTrdTKBT87W9/Y8iQIUycOJHjx49XeSxvvPFGlccjCIIgCIJQGTHTVc8UCgXLly8vU7btVIahkr0a1qkMA1mFN1bCm26zCldmu8cjVoLWHqPRWCbAo5TDpEgP2vu48MHB3DIBHs+AAEIGDSJk4EB8WreuUoDHEblCQbPWrQkZOJCQQYPwDAiQ7ou/auCDg7m093FhUqSHFKzcunUrY8aMqdbqO6FycrmcuXPncuzYMfr27QvYylbsvazn3f05pOabeKKLO9Pu8qR7gAoXB3+NTMXFGAoLKdbpMBQWOgzwuMihR4CK6Xd5MqaLOyl5Jt7dnyMF8gCio6M5duwYc+fOFQGeWpScnAzYgiyOsq5K2Qd5oiKq1r/Gkb1xp8i4llPuds+AgHJBFZlMhqeDkm2m4mIKrl1DqVJJJR9LH0d1zZw5k40bN0r9S0r7TV08dIjCWi79WZiTw8VDh7h85IgU4PH392fjxo0iwCPcNtavX+/w9lEP9i/zf1X3EwRBKHXhwgXi4+Mr3U4ul/Pqq69y6NChSgM89rp168ahQ4d45ZVXqvRZ89ixY1y8eLHKxxcEQRAEQaiMmO1qAGFhYcyfPx+wTXquPpHPueuNc4L53HUjq0+UXVVptNRv74G6Zv94RDZH7bBYLEyePFkK8KgU8HQPT7L1ZlbG51NgtD3nChcX2kRFEdy7t9OeHjXh5u1NcO/etImKQlFSmqvAaGVlfD7ZejNP9/BEVRJL2rJlC5MnTxY9eupAWFgYe/bs4b333pN+vwxmOJBczKKDeWxLKqSzr4pX+nszt68XY7q406+1hrZeSrw1crQqGRqlDK1KhrdGTlsvJf1aaxjTxZ25fb14pb834b4qfkgqZPHBPA6kFGMoae+j0WhYuHAhu3fvJiwsrAGfhbpnMpk4ceIEK1asYObMmURHR9OmTRv8/f3x9vbG39+fNm3aEB0dzcyZM1mxYgUnTpzAZDJVfvAKlJa3rCwoa7Arg9mpfesan6+qpdpKeVVwe25aGnBj3LdSpnP48OGcPn2aMWPGSLfVR7+pJ554glOnTokePMJtw2g0snnz5nK3B/o35+7ITgD06R5OoH/zctts3rxZLNQQBMGpTZs2VbpNhw4d2LNnD//3f/9Xo4V/arWaBQsWsHv3bjp06FArYxIEQRAEQagqUa6tgcyZM4ejR4+yZs0aTBZYfiyPyd096dis8fSJOHfdyPJjeeUyd/KKLQR6NMyY6kJe8Y0H6F3LgYY71aJFi6QePEo5TO7uyeVcE9vOFUrbeAYE1HkPC5lMhk9QEFpf3zI9LDYnFjKkoxuTu3vy+VHba3zNmjX06NGDuXPn1tl47lQKhYK5c+cybNgwFi5cyKpVqygoKADgQo6JCzk6ALw1clp5KAjyVHJ/e1c81XJc5DIUclvGndFiJa/YQnKeiZMZBn48X0SOvnxgTqvVMmHCBObOnUvHjh3r9bHWJ6vVyr59+4iJiWHz5s0UFhZWus+VK1eIjY2Vrru5uTFs2DCmT59OdHR0tcqMGUpKockqWbFqtQueumoqzvhxxmKxOAzyKFxc0Po67vGj9fVF4eJSprQZQG5qKoEREdK4b7VMp6+vL1999RV//vOfmTZtGhkZGUDd9Jvy9/fnk08+YeTIkbc0ZkFobH777TeyS8qs2hs5uJ+0Kl4ulzPigWg+XrO1zDbXr19n586dPPDAA/UyVkEQmp7IyEj8/PzIzMx0eP/zzz/Pu+++i1arveVz9evXj2PHjvHSSy/x6aefOtzGz8+vWplCgiAIgiAIlRFBngYil8tZvnw5eXl5bN26FYMZPj+ax4SuHnTxr9kkWG06mWFgzYl8KcDTs2dPjhw5AkBKnolOvg0/xtqSnHdjJXv37t0bbiC3icTERObNmwfYevBM6OpBuq5sgMc/NJSATp3qpG+FIy4aDcG9e5OekEDG2bMAbDtXyLAwNyZ09WBlfD5WYN68eTz66KO3fdZHQ+nYsSOffPIJ77zzDqtWrSImJobTp09L9+foLeToLZzKrNmK7M6dOzN9+nQmTJiAp6dnbQ270dHpdKxevZqYmBhOnDhR4XZV6WlUWFjI2rVrWbt2Ld26dWPatGmMHz++SpMcqpJAhbWSDDj7IFCR3oC7W/UDuwfjE0jNuFbuds+AgAqDTHK5HM+AALKvXClzu1GvpzA7Wxp3bZXpHDVqFA8++CBr1qwhJiZGqstfG/2mOnfuzAsvvMC4ceNqZQJKEBqbikquPf7QgHLXbw7ylO4vgjyCIFTk3nvv5dixY4wfP56dO3dKtwcGBvL555/z0EMP1er5tFotn3zyCUOHDuXpp58mrSSLGOCee+5h9erVBFaQcSwIgiAIglATolxbA3JxcWHdunU89thjgK3Xzcr4fLYkFmAwN0xJNIPZyubEAr6IvxHgGTp0KMuWLZO2Sc6vWemZxso+yBMVFdWAI2n6zGYzkydPlsof9W+jwYotc6ZUy86daRkeXm8BnlIymYyW4eG07NxZum1zYiHWknGCrWzT5MmTMdewvJJQNZ6enkyfPp2TJ0+yc+dO5syZw8CBA6s9ee3h4cHAgQOZM2cOO3fu5OTJk0ybNu22DvCsX7+eDh068Pzzz5cJ8ChUKrwCA2nZuTPto6PpMmQIXR56iPAHHqDTffcR/sADdHnoIboMGUL76Ghadu6MV2AgCruMkuPHj/Pcc8/RoUOHKvW4KC2/V1k5MpVdtl7CH1ecbFmx6pZqK+WsZFvpuGuzTKdWq2Xq1KkcO3aMvXv3MnbsWNzc3MptV5V+U/Z+++03pkyZIgI8wm3JbDY7LFvk39yb/lFdytw2oFcEfs28ym27ceNG8bdbEASnAgMD+eWXX/jXv/6FXC5n7NixnDhxotYDPPaGDBnCyZMneeKJJ5DL5fzrX//i559/FgEeQRAEQRBqncjkaWAajYb169czefJk1qxZgxXYc1nPmUwDo7toaedTf+Xb/sg2su6UjmtFN1ZlT5gwgWXLlqFQKNBqteh0ujJBkdtBSknQysPDg5CQmjcFF2Dx4sVSKShfNzkD2mj44GCudL9/aCj+Dfwc+4eEYDaZpIye9Wd0zOrtxZlMA1lFFmJjY/nggw/461//2qDjvBPIZDIGDRrEoEGDAFtJrqSkJOLi4jh27Bg5OTno9XqKi4tRq9VoNBq8vb3p3r07UVFRhISEVKm57e0gMzOTGTNmsG7dujK3u/n44NuuHV6BgZX2xgFQqlR4+Pnh4ecH2AI0OampXLtwgcKSUkkZGRk8/vjjjBkzho8++gjfCsqhBQUFceXKFUzFxZgMBoclyABcvb3JTk4GIO5kElER1XsPsFqtrP+pfJBHrlSiLXkcFfHw80OuUJQLROWkpEiBlaCgoGqNpypkMhn9+vWjX79+mEwmEhISiIuLk/4lJyeXe20HBQVJr+tZs2aVO54g3K727t0rlTm0N/z+aBQ3va8pFAqG3x/Nf9dtK3N7RkYG+/btY+DAgXU6VkEQmjaFQsEbb7zBU089RZs2berlnM2aNWPt2rW888479XZOQRAEQRDuPCLI0wi4uLjwxRdf0KNHD+bNm4deryeryMInh/Po10bDgx1c0SjrbiJTb7Lw4/ki9l3WU5o/pNFomD9/PnPmzJEmUXv06MGePXvI0VsoMFhwVzX9yVWdwSL19OjRo8cdM2FcF86dO1emTNvozlq+TyqkwGh7VXkGBBDQqVMDjvCGgE6d0OflkZeejs5g5fukQv7cRcunh/OwAn//+98ZOnTobd3PpTGSy+WEhYURFhbGuHHjGno4jcamTZuYMmVKmTryngEBtAgLw+0W+4jJFQqatW5Ns9atKczJ4WpiotS76uuvv2bHjh189tlnDB8+vNy+UVFRUlC3KDdXChzdzNVujNv3HGbKEw9Xa4xHT5/jYvLVcrd7tmhRaWBLrlDgGRBATkpKmduNRUXS5brO4FQqlURERBAREcGkSZMq3T4zM7NckEcQbmcVZQ6OerB/hbffHOQpPY4I8giCUBUNEWwRAR5BEARBEOqSmNFuJORyOXPnzuXYsWP07dsXACuw97Ket3Zns/6MjrT82s2gSc03sf60jrd2Z7PXLsATHR3NsWPHmDt3bpmgR69evaTLZ6/VrGdGY5Nk9zhEqbZb895775Up05ZvsBB/1dY0XOHiQlBkZKNZjS6TyQiKjEThYsuUi79qQGew0M+ubNvChQsbcoiCAMCSJUsYMWKEFOBRuLjQJiqK4N69bznAczM3b2+Ce/emTVSU9LuRmZnJiBEj+PDDD8ttb/+eWZSTU+Fx3X18UJb0vdmyI5aU9Kxqjevb7Xsc3l5RKbbqblcb7/0mk4kTJ06wYsUKZs6cSXR0NG3atMHf3x9vb2/8/f1p06YN0dHRzJw5kxUrVnDixAlMptsrM1YQqstisTgM8vh4abnn7kiH+9xzdyTenuVLF65fvx5LJT3CBEEQBEEQBEEQbkcik6eRCQsLY8+ePSxevFjK6jGY4UByMQeSi2nnraRvkIaQ5i5oa5BJozNYSLpmJDZZz4WcspNLGo2Gt99+mxdeeKFceQyw9eZZtGgRALHJenq0rJ1m1Q0pNlkvXR42bFgDjqRpy83NZfXq1QCoFTCorYbFdmXaWnXrhkst9r2oDS4aDa26duXykSMAbEwoYPbdXhxKsf3OrVq1infeeee27u8iNG4LFizgtddek657BgQQFBlZp79LMpkMn6AgtL6+JMfHS1k9s2bNQqfT8eqrr0rb2gdHCp0EeWRyOc3btuXq2bOYzRYWrdjAe69MqdJ4bKXa9pU/pkKBh79/lY7h4e+PTKHAWkG/jpoGeaxWK/v27SMmJobNmzdTWFhY6T5XrlyRsp8A3NzcGDZsGNOnTyc6OrrRBMIFob4cPHiQ1NTUcrcPvbcvLi6Ov6aoVC4MvbcPX2z6pcztKSkpHDp0iD59+tTJWAVBuPMYjUYOHDjA4cOHOXLkCMnJyRgMBlQqFUFBQfTs2ZNevXrRp08fXFzqr8y6IAiCIAjCzUSQpxFSKBTMnTuXYcOGsXDhQlatWkVBQQEAF3JMXMjRAeCtkdPKQ0GQp5IgTyWeajkuchkKOZgtYLRYySu2kJxnIjnPREq+WSpNZk+r1TJhwgTmzp3rtDzVoEGDCA8P58yZM1zIMZGWb6KlR9N9CaXmm6RAV+fOnUWJj1tg/xrt2VLN6SwjOsONMm3erVo15PAq5B0URE5qqlS27UyWkZ4t1RxILqagoIBVq1Yxffr0hh6mcAdasmRJmQCPf2goAZ061VsQwEWjIbh3b9ITEqT+Va+99hparZaZM2cCEB4ejpubG4WFheiysrCYzRWWT2seHEzGuXNYLRYWrdjI6CED6R1ZefnGU0mXOHshudztnv7+KJRV+/ujUCrx9PcnNy2t3H0ajYZO1SwjqdPpWL16NTExMZw4caLC7ZRqNXKFAplcjtViwWI2S32AShUWFrJ27VrWrl1Lt27dmDZtGoMHD67WeAShKauoVNvjDzku1Xbj/gHlgjylxxNBHkEQblVKSgpLly7lv//9L+klC14cKV3kFhAQwJQpU5gyZQqtGun3HkEQBEEQbm9Nd4b+DtCxY0c++eQT3nnnHVatWkVMTAynT5+W7s/R2/rJnMqsWem0zp07M336dCZMmFClbAWZTMa0adOkCb7YZD0jw8uXy2gq7LN4pk2bJlZQ15DVaiUmJka63qeVmq9OFUjXW4SFNdrnViaT0SIsTMpW2H9Fz5gu7hxItk3ExsTEiNeGUO82bdrECy+8IF1v2bkz/iEh9T4OmUxGQKdOFGZnoyspFzdr1iwWLFiAVmt77y/N+jQbDJz5+WfkTgIvcoUCs8WCxWKh/9i5tAn0q7QPWp7OcXZMVUu12W/vKMgDtr+FVaXT6cjIyMDsICtIrlAgUyiQy+XI5HIoed+wWq0gkyFXKlEpFFhLyknJXVww6vVYjLa/4cePH+e5557D19e3Wo9NEJoqq9XqMMjj4e7GA/16Ot33gX490bq7oisoKnP7+vXreffdd8XfbUEQasRkMvHOO+/w5ptvYjAYqrxfeno6b775Jv/+97954403+Nvf/oayiotRBEEQBEEQaoP45NEEeHp6Mn36dKZNm8bu3bvZvHkzcXFxHDlyBJ1OV+XjeHh40KNHD6Kiohg2bBgDBw6s9pfgiRMn8sorr1BQUMCRtGIeDnFDo2x6rZ30JgtH0mwT+e7u7kycOLGBR9R07dq1izNnzgDQzltJsRnSdLYJUDcfn1rvG1Lb3Ly9cfPxoTA7mzSdGYPF9jgu5Jg4ffo0u3fvZtCgQQ09TOEOkZmZyZQpN0qZ+YeGVivAY7VYKMjOpignh6KcHAx6PVaLBZlcjkqjwdXbG1dvb9x9fGyBiEqknjghBXhKpVUQLDEVF8NNmSoVMZpMnL/s+DiVkcnleLZoUa19PFu0kDJq7On1epKSkmo0jptZzGYwm3FcFM4BvZ7mwcG4NWvGtQsXKMzOBiArq3o9iwShqTp69CgXL14sd/uj9/RGrVI53VejVvHon+7mq+93lrn9woULHDt2jB49etTiSAVBuBMkJSUxduxY4uLibtwok+EVEICHvz+u3t6otVrkCgUWs5linY6inBzyMzLITU8HqxWDwcC8efPYuHEja9euJaQBFukId4aLFy/Srl07AJYvX85TTz11R5xbEOzt3LmTe+65B4DffvuNP/3pT9U+RnBwMJcuXWLSpEmsWLGidgcoCPVMBHmaEJlMxqBBg6QJZ4vFQlJSEnFxcRw7doycnBz0ej3FxcWo1Wo0Gg3e3t50796dqKgoQkJCKl01XRkvLy8mTJjA0qVLKTbDT+eLGBrmXhsPr179eL4IQ8lM3MSJE0XflVuwZcsW6XLfIA377TKkfEs+/DV2zdu1kyZY91/R0zdII5VF3Lx5swjyCPVmxowZZJYEVTwDAgioYikxY1ER1y5e5NqlS+VKgpUqALKTbaXPlGo1zYODad62LS6urg63t1qtXL9ypfoPoo55+PmhqGbde4WLC1o/P/KvXq2jUdVMdnIyrbp1o1nr1hTm5HA1MVHKLBSE2923337r8PZRDzov1Wa/3c1BntLjiiCPIAjVER8fzwMPPCB9BgPw69ABvw4dHH5OUiiVtoVi3t40Dw7GWFRE5vnzZJ4/D0BcXBz9+/fnp59+IjIyst4eR03YT5LaUygUeHp64uXlRevWrYmKiqJ///489thjqCoJxAuCIAiNT3FxMT/88AOHDh3i999/5/Lly2RlZZGfn4+npydhYWHcf//9TJkyhaCgoIYerlADIsjThMnlcsLCwggLC2PcuHH1dt4XX3yRlStXotfr2XtZT1d/Fe18mk6jyT+yjey7bAtEaDQa5s6d28AjatoOHz4sXe7QTMk3p23BEYVKVe2SSg3FOzCQ1JMnMRsMnMow8Fiom3RfmdV8glCHvv32W9atWwfYghJBkZGVZltaLRYykpK4evZsuSwVZ0zFxVxNTCQjKYkWJdlCN2f2yGQy22pVk6n6D6YO1fR9xTswsNEFeeQKhfQzdvP2Jrh3b3JSUkg5fhyz8UYp1v/973+8+uqrDTVMQah1FZVqc9WoeWjAXVU6xpCBd+GqUVOkLxvYXr9+PfPnzxcl2wRBqJKkpKQyAR61Vkubnj1x8/Gp8jFcXF0JjIjAKzCQK0ePUlxS3vWBBx5g3759TTKjx2w2k52dTXZ2NhcvXmTPnj0sXrwYPz8/Zs2axSuvvCJK0gkOrVixgsmTJwO2DNvg4OCGHZAgCABcuXKFkSNHOrzv+vXrxMbGEhsby/vvv09MTAxPPvlkPY9QuFXir7JQbR07dmT+/Pm8+OKLWIF1p3TM6euNStH4v0wbzFa+OaXDWnL97bffpmPHjg06pqbMYrFw9OhRALw1cgoMVowl88xaX98Km7A3NnKFAq2vL7mpqRgtUGi04q2Rk6O3PT6LxXLLWXCC4IxOp2P69OnS9VbduuGi0Tjdp1in49LhwxTl5kq3KRRyht7bl4cG9CIqIoRO7VvjqlFRpDeQ8McV4k4msX3PYbbsiMVstmC1WEhPSCA3LY22vXqh1pbts+bXoQNpdr3gGprGwwPvGq4q8g4KIuPcOYrz82t5VDXn16FDmesymQyfoCC0vr4kx8dLWT2vvfYagAj0CLeNU6dOcfbs2XK3PzzoLtzdnL/3lXJ30zBkYC82/LSvzO2JiYmcPn2aLl261MpYBUG4fRmNRsaOHSsFeNx8fGjft2+1M4ZLuTdrRscBA7hw4ACF2dlkZmYybtw4YmNjm0RA5Pnnn2fatGnSdZ1OR3Z2NsePH+fXX3/ll19+ITMzk9dff52tW7fy3Xff4efn14AjFhpCcHCwreekIAhNjr+/P/fccw933XUXbdu2pWXLlri4uJCSksL333/PmjVrKCgo4KmnnsLPz48hQ4Y09JCFamj8nzSERmn27NmsX7+e2NhYsoosbD9X2CTKtm0/V0hWkS0KER0dXaa5uVB9Z8+elfpCBXkqSc6/seK/sffiuZmbtze5qakAJOeZaOWhIEdvIT8/n6SkJMLCwhp4hMLtbM2aNWRkZAC2Mm3erVo53b4oN5c/9u/HVNIUWC6XM+epEcx5aiStAnzLbe/upiEqIoSoiBCmPPEwKelZvL98PYtXbsJisVCUm8u5vXtp37cvrl5e0n5+HTtitVpJT0iASr7Mqd3dUd0UJKotMpkMjacn/h071jjgKpfLCRkwgIxz59Dn5dXZl9NinQ5DQYHzjWQyWoaH41fBIgMXjYbg3r1JT0ggo2Qi/LXXXkOr1TJz5szaHrJwBzKbzSxcuLDc7X369EFRDws08vLyHN5e1VJt9tvfHOQBuO++++qkFK/ZXL7rlv1z5uPjw6OPPsprr71WL8+jIAi35t1335Wy9tVaLe369KlxgKeUUqWiXZ8+nNuzh2KdjsOHD/Puu+9KCzYaM39/fyIiIsrdPmTIEP72t79x6tQpJk6cyNGjRzl06BAjR47k119/FeXbBEEQmoD27duTnp5eYbb7iBEjmDJlCv3798doNDJv3jwR5GliRJBHqBGFQsHy5cvp3r27VLatg48LXfwb7we8UxkG9tqVaVu+fLn4An6L7EuZBXkoSMm7Mfnh2sSCPPYT28l5ZoI8lZzKtJVLiouLE0Eeoc5YrVZiYmKk6y3CwpyWGSrW6coEeMLaBfHFuy/RO7Jq/XsAWgX4svDVqYx+eBCTXv4PiReSMRUX88f+/XQcMEDK6JHJZLQIDUXr68vluDgMhYUVHtNQVIRvhw40Dw5utGWSFC4utAwPr5NjW61Wrl28SKpdPX9HVG5utImKwr1ZM6fbyUoCQQqlUsqmmjVrFq1bt2b48OG1NWzhDjVnzhw+/PDDcrf/8ccfDTAaG5WLC4/8qXe19nn0nrtRubhgsCtvCHD16lWu1lN5xpufs0OHDpGVlcUHH3xQL+cXBKFmUlJSePPNN6XrbXr2RFlLwQqlSkXrHj04t2cPAP/617+YNGkSrSpZxNPYdenShX379tGvXz+OHj3K3r17iYmJYfbs2Q09NEEQBKESVVks2bt3b+677z62b9/OkSNH0Ol0aOtoIadQ+0T9IaHGwsLCmD9/PgBWYPWJfM5dNzrfqYGcu25k9Yl8qUzb/PnzCQ0NbdAx3Q7i4+Oly608lSTn3cjksQ+aNAX2QankPBNBnjdi4MeOHav/AQl3jH379nH8+HHAVibEWRac1WLh0uHDUoCnT/dwDnzzQbUCPPbujuxE7LrF3F2yv8lg4FJcXLn+Pu7NmhH6pz85zTCyWiykHD/Opd9/l8Z3pzAZDFz6/XdSjh932hvJ1cuLwG7dqpXp6B8Sgr/d36upU6eSlZV1K8MV7nBms5mVK1c29DDKGdy/J57a6mWFe2rdeaBfjzoaUc2tXLkSSzX6pAmCUP+WLl2KoeTzil+HDtXqwVMV7s2aSWVZDQYDn332Wa0ev6G4urqyatUqaUHPe++9h9FY8RxAdnY28+fPp2/fvvj6+qJWqwkMDGTYsGFs2LDB6blkMhkymYx//vOfAPz2228MHz6cwMBAXF1dCQ8P56233qLgpgzqH374gYcffljarnPnzixYsED6eTtiMBjYunUrM2bM4K677sLHxwcXFxeaN2/O3XffzT//+c9KP38Flyx0euqppwBISEjg2WefJTg4GLVaTYsWLRgxYgQHDhxwehyw/a3++OOPufvuu/H09MTLy4uePXvy3nvvUVxcXOn+VRUXF8fTTz9NaGgo7u7uaDQaWrduTVRUFNOnT2fLli3lst8vXrwo/WxWrFgh3b5z505kMpnUjwegXbt20ral/3bu3OlwLD///DMTJkygXbt2uLq64unpSWRkJC+//DJpaWlOH0dqaiqvvPIKPXv2xMvLC5VKRUBAAF27dmXs2LGsWLGiwiziqsrMzOTNN9+kX79++Pv7o1arad26Nf369ePNN98kMTGxwn0vXrzInDlz6NKlCx4eHri5uRESEsLUqVM5ceKEw33+9a9/Sc9ZUlJSpeN7+OGHbQv0WrTAVEFP1UOHDvHss88SGhqKVqvF3d2dTp06MX36dKfnWLFihTSWixcvUlxczOLFi+nTpw++vr5lfk9r43ylioqKePvtt4mMjMTd3Z3mzZvTr18//vvf/9bZ56zff/+dsWPH0rp1a+n34amnnuLMmTMOtx85cqSt5LaPD3q93umxTSYTAQEByGQyBg8eXOUxbdmyRXr+v/7660q3nzt3LjKZDIVCwZUrV6p8nlLu7jc+j9fm+41Q90SQR7glc+bMYfz48QCYLLD8WF6jC/Scu25k+bE8TCV/AyZMmMCcOXMadlC3iezsbOmyp1pObrHtSVaq1bW2Eq6+KFUqlGo1ALnFFjzVN94ec3JyGmhUwp3APovHt107p9tmJCVJPXjC2gXxw3/fwtvz1lbW+Hh5sO1/8wlrZ+t1U5STQ8a5c+W2U7i40CYqitY9eiBzsgooNy2Ns7/9hu4OCUTosrI4+9tv5Fby5RNsZfYuHjjA6Z9+Ij0hAWNRUZXOEdCpE54BAQBkZGQwY8aMWxqzcGdTKBS4uro29DDKefzBATXa788PDazlkdw6V1dX0ctPEBoxo9HIf//7X9sVmaxcj7za4tuhA5QEQz777DOnwZCmpEuXLjzwwAOALSPq999/d7jdDz/8QPv27Xn99dc5cOAA165dw2AwkJaWxpYtWxg1ahSPPvqoVP7bmX//+9/cd999bN68mbS0NPR6PQkJCbzxxhsMHjwYnU6H1Wpl9uzZPPLII2zbtk3a7syZM7z22msMGzbMYdlNgClTpjB06FA+/vhjDh8+TE5ODiaTievXr3Po0CH+9a9/0alTJ/btK18i1JENGzYQFRXF//73Py5duoTBYCAjI4NNmzbRv39/pxO1+fn5DBo0iBkzZnDo0CHy8/PJy8vj6NGjvPTSS/Tr16/M9/CaWrRoEb1792bZsmUkJSVRWFhIcXExycnJHDlyhJiYGIYNG1YuiFbbCgoKGDlyJIMHD2bNmjVcvHgRvV5Pfn4+x48f5z//+Q+hoaF89913Dvffs2cP4eHhvPPOOxw9epS8vDyMRiNXr17l5MmTfPXVV0yePJndu3fXeIxr1qyhXbt2/OMf/2D//v1kZmZiMBhITk5m//79/OMf/+DBBx90uO8XX3xBp06dWLx4MadPn0an01FUVMS5c+f47LPP6NGjBwsWLCi334QJE6TLX375pdPxZWVl8fPPPwMwZsyYcj3ATCYT06ZN4+677+Z///sfSUlJFBQUUFhYSGJiIjExMXTp0uXG+2Il5+rTpw9z5szh4MGDXLt2rdw2tXG+1NRUevbsybx58zh+/DiFhYVcv36d/fv3M2XKFB555BGngduaWLZsGdHR0Xz11VckJydLvw8rV66kR48eDn9vn3nmGcA2Z7Rp0yanx//hhx+kTPO//OUvVR7XI488QmBgIADLly93uq3JZGL16tUAPPDAA7Ru3brK5wHbd80dO3YA4OvrS/Pmzau1v9CwxLcP4ZbI5XKWL1/OY489BoDBDJ8fzeNURuNYxX0yw8DnR/MwlHyWGzp0KMuWLRNfvGuJ/UoFF7kMo9m2ykfeRMvglY7bZLHiIr9RbqqyFRmCUFMmk4nNmzcDoFCp8Cr58OaIsaiIqyX9WeRyOV+8+xI+Xh61Mg4fLw9WvvuS9N54NTHRYQBCJpPRrE0bQgYOlCYtHI5Vr+f8vn2kJyQ4zWxpyqwWC+kJCZzftw9jNd8jTMXFXE1M5Mwvv3A1MbHS50gmkxEUGSn1Cfj6669Zv359jccuCH/9618beghldAlpy9hH/1Sjfcc++ic6d2xTuwO6RWIxkSA0bgcOHCA9PR0Ar4AAXOoo8K1ydcWrZJFGeno6Bw8erJPzNIT7779furynpCydvZ9//pmhQ4eSk5NDcHAw77zzDjt37uTIkSNs3bpVmsD+/vvvmTRpktNzbdu2jVdffZU+ffrw5ZdfcvjwYbZv3y71iti/fz///ve/WbRoER988AFDhgxh/fr1xMXFsXnzZvr06QPA9u3bK5xUNplMtG/fnrlz5/L1118TGxvL77//zrfffstzzz2HSqXi2rVrjBgxQuqjWZHjx48zfvx4WrRowUcffcSBAweIjY3ln//8JxqNBrPZzJQpU8isoMTv+PHjpWBS7969Wbt2LYcPH+b777/nz3/+M3FxcUydOtXpGCpz/PhxXnzxRSwWC+3atWPhwoX8+uuvHD16lD179rBs2TImTpxYrTJNd911FydOnJCqvQD8+OOPnDhxosy/u+66S7rfbDbz2GOPsXHjRmQyGWPH/j979x0Xdf0HcPx1xwHHkKGIqLgV3KiYC0daroazn9vU3DPNsjLL0soyza2plXuWKxuW5QYXKDhB3IIiqGxk3Pj9cfD1kLtjeMfQz/Px4PG4+953fO64+X1/3u93f3755RcCAwM5fvw4ixYtonLlyiQlJdG7d+9s5eJBl2XQr18/EhISKFWqFNOmTeOvv/4iKCiIEydOsG3bNiZPnpzvE9361q9fz6BBg0hOTkapVDJx4kT+/PNPzpw5w5EjR1i6dCmdO3c22Argjz/+YOjQoaSlpeHo6MjMmTM5evQox48fZ/78+bi5uaFWq5k+fTorVqzItm2NGjVo3rw5oAsymbJt2zYpeydrEra+4cOHS/vv2rUrGzdu5NSpU5w+fZrVq1dTr149MjIyGDVqFHv37jV5rOHDhxMSEsLbb7/NH3/8QVBQELt27ZLGao7jqVQq3njjDUJDQwHo1KkTu3btIjAwkJ07d/Lqq6+yb98+ZsyYYXKs+REcHMyYMWNwd3dnyZIlnDx5ksOHD/Phhx9ia2tLWloagwYN4tSpU9m269Kli/T8yi0Ak3W7q6srPXv2zPPYrKyspPfJ/fv3ExERYXTdP/74Q3qPymsgKS0tjRs3brB69WpatWolBZFFD/OSR/TkEZ6ZtbU127dvp0+fPuzduxeVBtaFJNK6spIuNe2xsSr83gzpai1/XU3B/3aqVKKtW7dubNu2DetnbKYpPKE/c0Ihh8wYj8lZ/sVZ1rhVGrDSuwsiRVWwlMuXL5OS2efG0c3NZID04c2bUjBgytCeBS7RZkxzn9pMHtKD79fsRKvR8PDWLTxqGz6GnbMzTh4eJOSSvXI/LIykmBgq+/piY29v1vEWpfSUFG4FBZHy6JHJ9SYO7s63H7yDRgOh1+8QdCGcfUcD+e3AcdRqjRQoir93jypNm0q9kAyxViqp2KABt8+cAWDcuHF07txZ1EgWCuSDDz4gMTEx24kYY7yqeVKzsvEA9LOwspLjU7s6U9/pjY1Nwb6f2dhY4791AfN/3kFI6HXUassElsNvRRJ+M9LkOgqFgi+//JIPPvjAImMQBME8AgMDpcul3N0teqxS7u5Stm9gYCCtW7e26PEKS5MmTaTLVzInIWVJTk5m8ODBqNVq6eSsvd73wMaNG/PGG2/Qtm1bRo0axc6dO/nvv/945ZVXDB7r1KlT9O7dm23btmU7kf7qq6/SunVrTpw4weLFi8nIyGDy5MksWLAg2zhfffVV6taty61bt1ixYgVjxozJcYwvvviC6tWr5+gr2bRpU3r37s24ceNo1aoVMTExLFmyhNmzZxt9bM6ePYuvry///fcfznolzFu0aEHNmjUZNGgQCQkJbNy4McekgL1790onvV977TX27NmTLSvjtddeY9asWcycOdPo8fPi119/RaPR4ODgwPHjxylXrly221u3bs2wYcOIj4/P9r8zxcHBgfr162d7fXl5eVG1alWj2yxcuJCDBw9ibW3Nnj17cjR5b9GiBYMHD6ZNmzZcvHiRyZMnZwsq+vv7c/fuXUCX7fLGG29k27558+b06dOH7777TvrNlR93795l7NixALi7u/Pff/9Rv379bOu0adOG8ePH5zjxnpGRwejRo9FqtTg6OnL06FEaNWqU7b717t2bli1bcu/ePd5//33+97//4ebmJq0zcOBATp48SXh4OIGBgTRt2tTgOLMyffQDQ1l27NjB+vXrAVi9erWUeZKladOmDBo0iNdff50DBw4wadIkunbtmiMbKMu5c+f46aefsgUQ9N8PzHG8FStWcPbsWUCXZbdy5UrpNl9fX3r27Mnw4cP5+eefDY6xIEJCQqhSpQonTpzAIzM4D9C2bVs6d+5Mp06dUKlUjB8/Plv2olwuZ9iwYcyaNYt///2XO3fuGAwqRkdH88cffwC6/6ttZhWZvBoxYgTffPMNGo2G9evXM336dIPrZT0mZcqUoXv37kb3d+jQIdq3b2/09oEDB4rvsyWQCPIIZqFUKtmxYwfDhg1j06ZNaIGjt1O5HJNOn3qOVHMtvMDK9dgMtl9M4uHjJz/yBw0axM8//ywCPGZmo1eSTaWBrHheSZ25nzVuhRz0zxHl9wNYEPJKfzZabr14Ht66BehOik4Z2ssi45kyrBeL1u9Grdbw8OZNynl5GQ3aOri6SkGeUqVKkZiYaHC95EePuHLoEJ6NGuFiIlOppIi7e5eI4GDUJkqulC3tzLpvP6BruyczFX3r18K3fi1G9XuNyKgHfL9mBwvX7Uaj0fA4Pp6rx45RvWVLk/3MXDw9ibt7l4SoKKKjo9m8eTOjRo0y6/0TXgwymYxJkyblKchz+240U4b2ZHS/13Oc/CouXJwcmT3Z9EzwgtJqtfyw5Xfem2O6n0a1atXYsmVLjpMrgiAUP2cyJ0xA9r6clqD/uf50FkJJpl/C5+nSYWvWrOH+/fsolUo2bNhgNEgwcuRIfvzxR06dOsWaNWuMBnns7e1ZtWpVjkwJKysrRo8ezYkTJ0hMTKRSpUrMnTvX4PZDhgxh1qxZnDt3jvj4+GzBF9CdHDelQYMGjBgxgoULF7J7926TQR7QnWh9+hgAAwYMYNq0ady9e5ejR4/mCPJkZT/Y2tqyevVqgyfaZ8yYwS+//MKFCxdMjsGUrEw2Ly+vHAEefYbug7lkZGQwf/58ACZMmJAjwJPF1dWV7777jtdee41jx45x9epVatasCTy5H6A7GW+MQqHAyckp32NcsmSJFBxauXJljgCPPk9Pz2zXd+3aRWSkbnLIJ598ki3Ak6VKlSp89913DBo0iJSUFNasWZPtxHrfvn157733UKlUbNq0yWCQ5+bNmwQEBACGs3iySsH17NkzR8Ali1KpZOnSpdStW5ebN29y6NChbNl6+jp06GAyQ8Qcx8t6HZQrVy5b0FbfokWL2Lt3r9GMuIKYP39+tgBPlvbt2zNy5EhWrFhBYGAgp0+fzpaR9s477/Dll19KAZhPPvkkxz42btwolezMT6m2LNWrV6d9+/YcOHCAtWvXGgzyREdH8+effwIFCySBrrfYDz/8YLT8oFC8lczp9kKxZG1tzfr165k3bx5KpRKAB481rAhMYE9YMqkqy574T1Vp2BOWzA+BCVKAR6lUMm/ePNatWycCPBaQ9X8GyNBosc6M8miM1Dou7rLGrZDLyNA8aTCpfz8FwZz0f+ybOsmQHBuLKjOjrFuHllT0cDO67rPw9ChLtw4tAV1JsWQT9b71T1r873//M/pDAECdkcGt06eJCAlBY6QRaHGnUam4ExzMrdOnTQZ4Ovo14dzeH7IFeJ5W0cON+R+PJmDbAqkXkiotjesBAaSZqEsvk8ko5+0tXV+2bFmOZriCYG6paemMnbmEtybO5lHcszUtLmkexSXQe8Jsxn2+lNQ046WI+/fvz9mzZ0WARxBKCP0Z96ayaM3BttST0rqmSuyUNPqZxE9P9MkqRdyuXTvcc8mUyjoxf/z4caPrdOzYkdKlSxu8rWHDhtLlXr16Gf3N7+PjI12+ceOGyTGBLnB17do1Ll68yIULF7hw4QIumd/VL126ZLK/UoMGDbKNS59MJqNx48YAXL9+PdttKpWKw4cPA7ryVBWMTI6Sy+W5lrjLTfny5QHdfXm6/FRhOXXqFPcyJ4z16dPH5Lr6ARz950rW/YDcS2UVRFbmRbVq1UxmRRjy77//Arr/uamT+v/73/+kYFrWNlnc3d2l/lfbtm1DY2AyrX6/ngEDBmS7LTIyUvq9mdtjXKdOHSmLyNTr0VAgyZzHu3v3LpcvX5b2YSxI7OjomOsx8sPV1dXk/1j/f/j0/6lKlSrSb+G1a9ca3D7r+dmoUSPpPSC/soJm4eHhHDt2LMftGzZskMr25RZIyiqveP78eakM3tChQ7lz5w7Dhg3jp59+KtAYhaIlgjyCWcnlcqZOnUpwcLA0y0ALHLudyuwjsey4nMS9RPOe4LubqGLHpSRmH4nlmF55tlatWhEcHMzUqVNFDx4LcXV1lS4npGlwts0sd5aWhsrMTfAsTZWeLp1Ed7aVk5D25AuUi4Vn+AkvrmxBHhMz5R7HxUmXu7QxnKZvLp3b+Bo87tP0g1KhoaH8/ffffPvtt0ZT+0FXcu7KkSM8TihZJ4ofx8dz5cgRHmVmUxmiUFgxd9oI9v30FR5lDZ+IeFpzn9oc376Q5pml91Tp6dwKCjKZDWnv4oJ95nvvuXPnpJl7gmAOpkqy7PzHH59uYzly+nwhjqjoHDl9Hp9uY9m133ST7cWLF7Np0yaLznYWBMG89EtOW7qXqP7+zd0kvCjpB3aezpDIKtf1999/I5PJTP7NmzcPyJ6R8TQvLy+jt+n/Tsvresayz8+fP88777xD+fLlKV26NDVr1qR+/fo0aNCABg0a8PnnnwOg0WhyZC/pq22k3HGWrIDV0+O4du2alDWinyVgSLNmzUzenpv+/ftjbW1NWloafn5+vPnmm/zwww9cvHix0CYQ6Zd1a9mypcnniX5QUf+50rp1a6pXrw7A5MmTadasGXPmzCEgIOCZX28ZGRlStlSbNm3ync2ctW3VqlVNBjttbGykk/6GsrOygir37t3jwIEDOW7P6tfTtGlTvPUmg0H2x7h///65vh4fPHgAmH49Ggtgmut4588/+Z5p6deBvsaNG5v8HduoUSOpko2h/1NWAObq1as5+pQFBgZK2xQkiydLr169pPcPQ0HNrGVNmjTJFtg2JKu8Yv369aUSeGvWrOHvv//m0aNHjBgxglmzZhV4rELREGe+BYvw9vbO0UAtXQ0nItL4/kQ8y0/Hc/ZeGknpBcvuSUrXcPZeGstPx7PgRDwnItNIz0weUSqVzJ8/nyNHjuT4kBPMS/+DIzJBhafTkw/Fx/HxRTGkAtM/me3ppCAi4Ukw0lBqtSCYQ9aMToWtLQq98odP039++tavZdEx+dZ7sn9TQR6FjQ2KzBTwiIgI5HI506ZNw9/fX/qxZUhaYiLhhw/z4MaNYp+FotVqeXD9OuFHjpBm5IQAQI3K5QnYuoAPRvwv35MKXJ1L8dePX0oZPY/j4oi+etXkNmWqVZMuL1u2LF/HEwRT/v33X5OzCyOiHtB+8DQ+X7wBlapkZu3mRqVSM3PRetoPnkZE1INc1+/Xr1+xLWMnCIJh+iWnLV2BQH//Nia+65U0WSdngWxZNhkZGcSZ+P5ojKl+KaYmIOh/78rremoD//OffvqJJk2asGbNGpMnuLM8fvzY6G259bDJGsvT49APHOWWAWWqxFpe1K5dmy1btuDq6opKpeL3339n7Nix1K9fH3d3dwYPHpzjRLW5ZTWHzy/954q1tTV79+6lTp06AJw+fZrp06fj5+eHi4sLXbt2ZfPmzQb/57l59OiR9FtFP2MoP9tD3v5XWSXCHhno99mjRw8cHByAJwGdLMHBwVy6dAkwnGFjjsf4afoTfS1xvMJ8HejL7VgKhUJ6rzP0f+revTtly5YFcgZgsvrk2NramsyEyo2trS2DBw8GYPv27SQnJ0u3nTp1iosXLwIwfPjwAh/jlVde4d133wV0vcpCQ0MLvC+h8JXonjzTpk3ju+++k64fPHiQl19+uegGJGTzdM1cfTfiVNyI05WkcVHKqVjKCk8nBZ5OCpxs5VjLZVhl9kXJ0GhJSNMQkaAiIkFFZKKauNScwSFHR0cGDRrE1KlTpRqtgmX5+j6Z8R+RqKZu2Sfp8Y/j4iiV+SFXEugHpTydrLgQ/WTmj/79FARzSk1NBXKfRZqeuR5A7eo5GzmaU50alQ0e15CscafqrdesWTPOnj3L2LFjs5UP0KfVaIg8d47E6GgqNW5sMsBVVFTp6dw5e5aEXH7oD+zWgeWfT8DJ0aHAx3J1LsW6uR/Qqu8UNBoN98PCKF2pEtZ2dgbXd6lQgbsXLqBOT2fPnj2oVCqTM88EIa9q1qzJ8ePH+fjjj43WQNdoNHyxdCP/HT/LpvkfUbmCZZuWF6ZbkfcZOPVb/M9cLOqhCIJgQfq9M9KSkkz2RXxW+pNEnu7ZUZJlNUUHsk2s1D+Z3qdPHz799NNCHVdBhIaGMmbMGFQqFe7u7nzwwQd06NCBqlWrUqpUKakE3M8//yydPLXERCX9feY2ecAcx+/duzevvvoq27Zt4++//+bo0aPExMTw4MEDNm7cyMaNGxkyZAg///yzRSqj6D9XDh06lK3PkylPn4yvW7cu58+fZ+/evezdu5fDhw9z7do1Hj9+zL59+9i3bx/ff/89f/75Z64n8o15lskcednW1P/TwcGB7t27s3nzZnbu3MmKFSukcvJZv7Xkcjl9+/bNsa3+Y7xp0yaTWTj6TAVyTJ3nM8fxCvt1kNdj5XY8Gxsb3n77bebPn88vv/zC4sWLcXR0JDU1la1btwK6gJ2x0pN5NWLECBYtWkRSUhK//vqrVLoxK7CkVCpzlO3Lr+7duzN37lw0Gg07d+402P9HKJ5K7BmBkJAQoz8+heJrzpw5bNiwQZptABCXqiEuVcPFGON1bU2pW7cu48ePZ9CgQQVqpicUnJeXF46OjiQlJRGRoKJT9ScnJFMKMIOrKKU8lcnz9zXd7KxSpUpRq5ZlMyeEF1dWGQFZLj+c9Mt32SktGxBR2j4J1poqGwZPxp2WWeowi5OTExs3bqRly5ZMnDjR6PYJUVFcOXiQyr6+OLpZps9QQSQ9eMDtoCAyTAS5HB3sWD5zAoN7GO9FlB/NfWozeUgPvl+zE61Gw8Nbt/AwUu5DbmWFo5sb8XfvkpKSQmhoqMlGsIKQH7a2tnz//fe8+uqrDB061GhD22NBF/HpNpYfv5pM785tCnmU5rfj76OM+GQhcQnG+2K5ubllm70uCELJ1KRJEzZu3AjoJqZZMsijP5HseZo4tn//fuly69atpctKpRJ7e3tSUlKIi4srEd9P1q5di0qlwsrKikOHDklZIU8zVaLNHPRP/t6/f9/kugXNmHias7Mzo0aNYtSoUYCuR89vv/3GkiVLuHv3LuvWraNx48bSzH5z0g/q2NjYPNNzxcrKih49etCjRw9AV9rsr7/+Yvny5QQFBREUFMTo0aPZtWtXnvdZunRp5HI5Go2Gu3fv5ntMWf/PvGSGZf2/jQUABg0axObNm0lISOD333/nrbfeQqvVsmXLFkCXfWEo20j/MZbJZBZ/PZrjeEXxOsjLsVQqlfQeYOz/NGLECObPny8FYIYOHcru3bul7Z6lVFuW+vXr07x5c06ePMmaNWsYMmRItkBSz549n7ndQFm9ydq3TJQrF4qfElmuTaPRMHLkSGmmhVByDB8+nAsXLnDo0CGmTJlC27Zts9VXzYtSpUrRtm1bpkyZwqFDh7hw4QLjxo175gCPRqMhNDSUTZs2MW3aNEaOHMngwYPp27cvgwcPZuTIkUybNo1NmzYRGhpqsOndi0Yul0tlXeJSNTjYyLDOfFdJevDA4uUPzEWjVpOUedLGWg721jIpW6xx48aip5NgMVllO/IaTAF4nGrZeu6paU8C7nkNPtlmlm3TJ5PJDM4oe1pGairX/P2Junw518fB0rQaDfcuX+aav7/JAE9D72qc2bXMbAGeLFOG9cLKSveYP7x5M9fePFn0ezsJgrm89tprhISESI1kDYlLSOKtiV8y5rNFpDw2nflXXKU8TmX0p4t4a+KXJgM8HTt25ODBg4U4MkEQLCWrdyxAohlPEhqiv3/945ZkFy5c4L///gOgUqVKOe5X1u9Df39/k2WfiousEkc+Pj5GAzyQvd+IJdSoUUMq9Xb69GmT6+Z2e0HVrVuXjz76iBMnTkglwrZv356vfeQ160W/POw///yTr2Pkpnz58rzzzjscP36cJk2aAPD777+bLLP3NGtraylIcfTo0XxnjWRte/PmTZPBiIyMDCkzzlhQpGPHjtKJ96zsnSNHjkilv42VALPkY2yp4zVo0EC6XJivg+DgYFQq4/3DQ0JCpAmaxv5PtWvXxs/PD3iSWZNVqq1y5comv1PnR1b/nyNHjnD9+nV27twplck0RyApMjJSupzf87VC0SqRZy4XL17M6dOnqV279jPVGhSKhkwmo127dnz//fccPnyY+Ph4KbjywQcfSMGVPn36SMGVDz74QAquxMXFcfjwYb7//nvatWtX4NRZrVbLoUOHeO+992jbti3Ozs7UqVOHQYMG8d133/Hjjz+yceNGtm/fzsaNG/nxxx/57rvvGDRoEHXq1MHZ2Zm2bdvy3nvvcfjw4WLfW8JS9L/UX3ukop677qS1Oj2d+ALMeCkKcXfvos78wK7nbsO1R08+3J+nGXdC8ZOVap9bQNQmcz2A0Ot3LDqmy9duGzyuIVnjVuayXl7cv3KFq/7+pBfRyYD0lBSu+vsTfeWKyfVqVqnA6R1LqFW1otnH4OlRlm4dWgKgSksj2cSMUTu9Ju8iyCNYSvny5fn777/59ttvTZYEXLn1T17qPZHzYTcKcXTP7lzodV7qPZFV2/40uo5CoWDu3Lns27fPrLXfhYLLyMjg6NGjLFiwgMGDB9O+fXv8/Pxo3749gwcPZsGCBRw9epSMjIJVCRCefy1atJB6YMRHRZGRjxO/+ZH++DHxmbP4PTw8aN68uUWOU5geP37M22+/Lf32ff/993N8PnTr1g2A5OTkEtE7MOvErqmAVFRUFHv27LHoOBQKBe3atQN0J8jv3btncD2NRsO6dessOpZKlSrh5eUFkO8MVv3fBU9n++tr3bq1lBHxww8/kJCQUICRmmZtbS09piqVKt/9ot58800Abty4ke//f9YJfa1WK53oN+TXX38lPjPjz1gQQKFQSJPn/vzzT+Li4qT+PEqlkp49exrcrmbNmtStWxeArVu3cvv2bYPrmYs5jlehQgUp2PrLL78YDcwlJyfnOwBpyqNHj3L0Fden/z80FawZOXIkoAvAHDx4UAqIDx061GyTh/v164ejoyNarZa1a9dKAaWqVavyyiuvPPP+f/nlF+myftBNKP5KXJDnzp07Ul3XFStWPFfNC19Ucrkcb29vBgwYwNy5c1m1ahXr169n27ZtrF+/nlWrVjF37lwGDBiAt7f3M78xxsfHs3TpUurVq0f79u2lH4JJScZnbxqSlJQk/cB8+eWXqV+/PsuWLbPIl5PiLOtLPMDxiFRaeT75UvfgRsk42fNQb5ytKik5HvFkNnL37t2LYkjCCyKrNrsqLQ1VuvEMHTv9rI0L4RYdU9DFJ/u3M5HqrUpPR5X5wy0/NebdTJRlS3n0iLCDB0kyUh7KUpJiYgg7eJAUA000n/bB8P9hY2Od63oF1bnNk8DyYxM/RO1EJo9QSORyOdOmTcPf35/q1asbXe/S1du81HsiyzftLfYTX7RaLcs2/kaztyZx6arxExA1atQgICCADz74QGT1FgORkZF89tlnVK5cWZpotXHjRg4dOkRAQACHDh1i48aN0gSuypUrM3PmzGwzUgUBdCd+s07EodUSc+2aRY7z4No1yHw/HDVqlNTbpaS6dOkSrVu3lrIO2rVrx9ixY3OsN2bMGOn73qeffspff/1lcr/+/v4cOXLE/APOo6zS3FeuXOHEiRM5bk9JSWHAgAH5ygIpqKzHMy0tjdGjR2frcZJlzpw5nD9//pmOs3v3bpMBjzt37kgN16tVq5avfeuXDbtm4rWlVCp5//33AV0QrV+/ftkayT8tMTGRpUuXZlt29OhRrl69anSb9PR0Dh8+DOgyEsrms2fwhAkTpIym0aNHc+HCBaPrZmXVZOnZsycVKlQA4OuvvyYkJCTHNnfu3JEeA3t7e4YNG2Z0/1nZOmlpaWzevJlff/0V0J2PMVXVZsaMGYCuh2qvXr2MluHN2vfy5cuz9VvNL3McL+t1EBUVxdSpUw1uO2XKFLOWawN47733DJZtO3z4MKtWrQJ0k4Bfeuklo/v43//+h3PmZLwBAwag0WiQyWQm/7f55ejoSL9+/QBYuXIlBw4cAHSBJFOT4Lds2SIFFI3Zvn07K1euBHTlHPXP9wnFX4n7tTJu3DiSkpIYMmQIL7/8clEPRyhBrl69ypgxY6hYsSITJ07k8uXL2W53Ucqp725Dlxp2DG9ciiktnJnWyoXprV2Y1sqFKS2cGd64FF1q2FHf3QYXZfaXz6VLl5gwYQIVKlRgzJgxJr9sPE/atWsnzbS4EafC1grKO+qa8aXExhb73jwpcXGkZM6WL+9ohY1cdz9Al67etm3bohye8JzTzxR7bOILl/4J/X1HLVsq4u+jTwIGpoI8+gGI/GS8HTx4kE6dOhm9XaNScePUKdSFNANbnZHBjVOn0JhIz1folaPzrW/ZHl2+9Z7s31SQR2FjI43r6R+VgmAJzZo14+zZsyabuaalZzD+i6X0HPcFD2OL56SXh7EJ9Bz3BRNmLSMt3fj7zMCBAzlz5ozJH/JC4VCpVHz11VdUr16d2bNn56m/AehODs2aNYvq1avz1VdfmSzDIrx4Ro8eLU0Yjbl2Tfo9YC7Jjx5JwSMbGxup50lxFh0dzYULF6S/kydPsm/fPubOnUvnzp2pX78+Z86cAXTZUL/++qvBwJWTkxNbtmxBoVCQlpbGG2+8QZ8+fdi2bRuBgYEEBgayd+9ePv/8c3x8fGjdujXnzp0r7LsrGTx4MKDLkHnttdf45ptvOHLkCKdOnWLFihU0atSIgwcPSmWYLOnNN9+Uskf27t2Ln58f27Zt48yZM+zbt49+/foxY8aMZ/5sWrhwIRUrVqRPnz788MMPHD58mODgYA4ePMh3332Hn5+fFNQyFMgzpXHjxlI2z6effso///zDlStXuHr1KlevXs0WLJs2bZqUefDXX39Rt25d5syZw6FDhwgODubo0aP8+OOPDBo0iPLly/P5559nO9Z///2Ht7c3L7/8Mt999x1///03Z86cwd/fnzVr1tCmTRvpOTtixAiTWcmGeHh4sGLFCkD3+mjWrBnvvvsu+/btIzg4mGPHjvHDDz/w2muvSRlDWaytrVm1ahUymYzExERat27NrFmz8Pf35+TJkyxYsICmTZtK/X7mzZtncjJcixYtqFmzJgCffPKJ1OfFWKm2LP3792fIkCGAbmJY3bp1mTFjBvv37yc4OBh/f3/Wr1/PyJEjqVChAuPHj3+mz0tzHG/s2LFS6bcVK1bQtWtX9uzZw5kzZ9izZw+dO3dm9erVZv2O5uPjQ2RkJL6+vixbtozTp09z7Ngxpk+fTpcuXVCpVCgUilyzE+3t7enfvz/wpB9T+/btqVq1qtnGCk9KtkVHR0uBpKFDh5rcZuXKlXh6ejJ48GBWr17NkSNHCAkJISAggDVr1vD666/Tt29f1Go1MpmMRYsWGe0/JBRP+XuHK2Lbt2/n999/p3Tp0nz33XdFPRyhAIqiWa1arWblypV88803OWYIVHNR0NJTiVcZaxxsco95VigFtd2eZI8lpWsIf5jB8YhUKTCQnJzMypUrWbduHR999BGjR4/GysoqT2M19PiUhAa/b7/9Nh9//DEAJyLTaFlJyc7Lulk498PCqNqsWYHL6lmSVqvlfliYdL1VJSUnIp+klA8ePLhEPP4FUVKfa0XJEo9ZVhkE0J3QL2VkdpmDqysKW1tUaWn8duA4kVEPqOhh/EdAQUVExfDbgeOALrDh4OpqdF39oFStWrUMztIy9PhYWVmxfv16VqxYwddff22wnI5GpSIlNpZShdB3LyU21miARyaT4VG3LvFRUVLWUu3qlSw6njo1KkuX03OZRSfP/GxJSUkxOUvuRSDe0/KvoI/ZggULaNmyJR9++KHR0jZ7/jtOYLexbJr/Ie2aNXzmsZrLoZMhDHp/LpH3jd9PBwcHvv32W/r06UNaWlq215Z4nuXfsz4+4eHh9O/fP1vGopWVnG4dWtKlTVN869eidvVK2ClteJyaTuj1OwRdCGff0UB+O3ActVpDeno6M2bMYNeuXWzZskWatS+82CpWrMhnn30mzTq/feYMNdu0QWGGSiGq9HTuZGa7AMycOZOKFc1f5tXcVqxYIZ3QNqZs2bJMnjyZadOmmTxh/uqrr/L3338zcOBAoqKi+OWXX7KVAHras/bXfRYvvfQSX3zxBTNnziQ2Nlb6Xatv6tSp1K9fH39/f4uPZ9OmTXTt2lUKBmTN2M/SpEkTVq5cKfWaKaiUlBST/xcrKytmz56d78oWpUqVYtKkScydO5czZ87QuXPnbLcfPHhQmrBtZWXF3r17GTNmDOvXr+f27dtMnz7d6L4N9eTWaDQcPnxYytgxpFevXsyZMydf9yPL4MGD0Wg0jB07lsePH7N48WIWL16cY70qVarkWPb666+zZs0aRo8eTVJSEjNnzmTmzJnZ1sl6nPMSTBswYACzZs2SsrBKly5Nly5dct3up59+oly5csyfP58HDx7w1Vdf8dVXXxlc18HBIc/nryx1PIVCwe+//06HDh0ICwtj37597Nu3L9s6nTp1YurUqTmeXwXVqFEjJkyYwNixY5kwYUKO221sbFi3bl2eym6OGDGCH374QbpuiTYjzZs3p0GDBlJW36uvvmrwOfi0pKQkNm7cyMaNG42u4+rqypIlS3INIArFT4kJ8sTFxfHuu+8C8O233+Y7zdKU3GbAGquFKuRfVn3OomRrBU3K29LSU0n5Us/2EnC0kdO4vC2Ny9tyL1FFQEQqZ+6lka7Wpad+/vnnOWab5FdxeMzy48y9ND6oZsc/NjKS0rUkREURFxmJaz7KORWWuIgIEjJnVzjayKjjZs3eK09SxD/++GODX/KfVyXtuVYcmPMxM5X1JpPLKVOlCvevXEGt1rBg7U7mfWT+GaEL1uxErdYAUKZqVWQmyhPpj3fSpElMmjQpT8fI62NmbYY+P3mhMHIcha0t1Zo3x97VlXi97wF2SsuWiVXaPpkRq9VoTK6b9f958OCBwR+9LzrxnpZ/5nzMIu8/oP3gacwY15/Pxg9CoXi2EwbPQqVS88XSjXy1YkuupeSSk5OZMGGCwR/4hojnmeWEhITQsWNHKdAml8uZMrQnU4b2MjjRwcFeiW/9WvjWr8Wofq8RGfWA79fsYOG63Wg0GoKCgmjdujX//PMPPj4+hX13hGLoww8/ZNeuXQQFBZGWlMSNEyeo1qLFMwV6VOnp3DhxgrTMUuBNmzZl2rRp5hpyoZHL5ZQqVQpnZ2eqVKmCr68vbdq04Y033shzyfwOHTpw7do11qxZw++//05ISAgPHz5ELpdTtmxZ6tSpQ7t27ejduzfe3t4WvkemffbZZzRt2pRFixZx+vRpkpOTcXd3p1mzZowZM4aOHTuydu3aQhlLqVKlOHToED/88APr16/n8uXLyGQyatSoQd++fZk8eXKeMxqN2b59O//++6+UXREVFcWDBw9QKpVUrVqVtm3bMmbMmAL34/jmm2+oVasW69ev5+LFi8THxxssPQdgZ2fHunXrmDRpEj/99BNHjhwhIiKC5ORkHB0dqVq1Kr6+vnTt2pU33ngj27bTpk2jefPm7N+/n+PHj3P37l2phFdWH6y3336b1157rUD3I8uQIUPo1KkTy5YtY9++fVy7do2UlBQ8PDyoXLkyXbt2lbI3DG3brl07Fi5cyD///MPt27fRaDRUqFCBDh06MHHixDw/zgMHDmTWrFnS9bfeeitPr0crKyu+/fZbhg8fzqpVqzhw4AA3b94kISEBe3t7KleuTKNGjejUqRM9e/bEzs4ubw+MBY9XoUIFzp49y/fff8/WrVu5du0atra21K5dm7fffpvRo0ebvczjiBEjqF+/PgsWLODYsWM8ePCAsmXL8sorr/Dhhx/m+Tufr68vdevW5dKlS7i4uNCrVy+zjjPLoEGD+PDDDwF45513cl1/06ZN/Pvvvxw8eJBz585x//59YmJisLGxwc3NjQYNGtClSxcGDBiAq4nJnkLxJdMW96LZmUaNGsXq1atp1aoVx44dk7ICPv/8c7744gsg+4yA/MhPhsGdO3fy1XvgRRYTE1OsTjrJgNaVlXSqYYdSYblKhakqDf9ce8yx26mUiBeXBbSprKSqi4IN53Q/bqysrfHu0KHQTtrmRUZqKmEHDkglod5u6Mj1OBXHbhe8/qwgPAsrGxvqduokZWc8LePxYy7/+y9ajQa5XM7xbQto5lPbbMc/GRJKq75TdOnecjl1Xn0VayNf8DVqNZf++Qe1iT5Cz8LG3p7ar75aKBmAWq2Wy/v352i6LFcoqNelC3IrK676+5OcORs9KXgPDvaWey9LTknFsZFuxqSDmxs1TZQGubx/P+kmmgQLQnHRqkldNs//iCoVyxX6sW9F3mfA1G8IOHOp0I8tGBYdHZ3rhL3w8HD8/PykAI93NU/Wz/2gQJ97J0NCGTLtO8Ju6Cb2lS1bFn9//xKR0RMREUGlSroM0hfld2h4eLhUFqcw/kdPP9dsHR2p3KQJ9gU4wZX86BF3zp6VAjzu7u4cO3asRDzXBEEQBPNITEzEw8ODlJQUxo4dy/Llyy1ynMGDB7Nx40ZcXV25d+8etnolxoWSwdzfeUpET55jx47x448/olAo+OGHH4pl2SeheHOzkzO2qRPdvB0sGuABUCrkdPN2YExTJ9zsSsRLzOyO3U6llI0cn3K6WSXqjAwiQkKKTSNmrVZLREiIFODxKWeDg40cfxHgEYqQOj2d+MyazIZY29lRLrO8m0aj4e1p3xEbn2iWY8fGJzJk2ndoMjNHynl7Gw3wAMTdvWuxAA+Ac/nyhfZZL5PJcM5siqpPo1KRlBnYsdELUIdev2PR8Vy+9qQJvE0ugXGNkRmRglDcBJy5hE+3sRw8EVyoxz14IhifbmNFgKeEycjIoH///tJJ9xaN6nDil0UFntjQ3Kc2x7cvpHnm9jExMQwYMED06BEAXcnZ/fv3S4HHtKQkwo8c4e6FC6Q/NQHEmPTHj7l74QJXjx7NFuDZv3+/CPAIgiC8YLZu3SqVNLZEqTaA+Ph4duzYAegyvESAR4ASEORJT09n1KhRaLVapkyZUuB0UVPu3Llj8u/UqVNmP6ZQOGToskqmtHShmmvOppCWVN3VmiktXWhTWcmLFpbUAtsvJvF6LXscrHX3PiEqiqjQ0KIdWKao0NBsZdper2XPLxeTXtjMK6H4eHDjhsnb3WvVws7ZGYCwGxG8NvLTZw70xMYn0nXEDGmGs52LC+6ZTT2NeZjLOJ+VoaCLJbmUL29weVbQzc7FRVoWdCHcomMJuvhk//rHfZoqPV3qEyQIJUF8YjI9xn1BYlLhZJ8lJqXQfewXxCcm576yUKzMnTtX6sHjXc2TP1fPxsXJ8Zn26epcir9+/BLvarpMmMDAQObOnfvMYxWeDz4+Pvj7++Pr6ysti7l2jcv793Pz1Cke3rxJSmwsapUKrVaLOrN34MObN7l56hSX9+8n5to1adumTZty7NgxGjYsPj3JBEEQBMtTq9UsWLAA0JVt0/9cMadly5bxOHMiwujRoy1yDKHkKfY9eb7++msuX75M5cqVczQoM5cXIe29uLh06RJubuZvFg66WX/vvPMOf//9NwAKOQxqUIp67pbtn2CKjZWMbt4O1HC1ZuP5RFSZ7RW6dOnCTz/9hLV19sDTgwcPctT5tORjZm5qtZo333yTwMBAHjzWcPR2Km/VdWRdiO4kdPSVK1gpFLgX4Yy26PBwoq9cka73ruPI0dupPHis++e89NJL/Pbbb8/cbLC4K+nPtaJgqcdMq9XSvn17Ll26REpsLClxcdgbObkvk8up0rQpV48eRZWezongy7TsM9lsJWwUtrZU8fXNtRdPSmwsAPXq1ePAgQNGs25MPWYZGRnUr1+f2Mx9ZVEolQUqkfIs7EuXRmFrmyNoEh8VhadGky3Ysu9oIKP6PVtdb1P+PvqkubipIM9jvZ5II0aM4Ouvv7bYmEoC8Z6Wf5Z4zDQaDStWrODrr78mIzNbVl9CUgonQ0J51e/ZmkXnxcmQUBKTDQeUrK2t+eSTTxgzZgxyE+93TxPPs/wz9JiZEhkZKfUbkMvlrJ/7Aa7OpcwyFlfnUqyb+4FUmvSLL75gyJAhVKxY0Sz7F0q2WrVqceLECebOncsXX3xBeno6aLXE37uXrTefKTY2NsycOZNp06ahUBT7Uy2CIAiCGTx69IhHjx7x8OFDFi5cyOXLlwHM2t9ZpVJx8+ZN0tLSOHLkCF9++SUAb7zxBvXr1zfbcYSSrVh/8wgNDWXOnDkALFmyBAcHhyIekfCs3Nzccq3BXRAajYa3335bCvDYWMGwRk7ULF242TvG1HO3YXhjJ9YEJ5Cuhn379jFt2jTWr1+f68kFSz1mlrJx40YaNWpEamoqx26nUsPVmu7e9uwJ051ouXfpEmqVCo/atQu19KJWqyXq8mWiw5/Mku/ubY8MpD48SqWSjRs34uHhUWjjKk5K2nOtODDXYzZp0iTGjBkDwP2wMKo2a2b09WHr6Ej1Vq24HhCAKj2dsBsRtOw7hclDejBlWC88PXIfT0RUDAvW7JSaUYMuwFO9ZUtsHY3PltZqtdwPC8s27vz2Xst6zP79998cAR4o3FJtWWQyGc7ly/Pw5s1sy9Xp6SQ9fIhjmTJSEOi3A8eJjHpgsOn3s4qIiuG3A8cB3f/DwUSw63F8vHS5devW4rVrgHhPyz9zPGaff/45b7zxBq+99ppUbktfeffSz7T/vPIoa/g47u7u/PHHHzRt2tQsxxHPM/NauXKl7uQ6MGVoT7P2ngNd6bbJQ3rw/ZqdpKens2rVKqm/qyAoFAqmT5/OkCFDWLVqFatWrcpTg/vy5cszatQoRo4cKYKGgiAIL5jFixfn+C7x+uuv07t3b7MdIyIiIkf5TycnJylrSBCgmJdrW7BgAenp6VSvXp2UlBS2bt2a4+/ChQvS+gcOHJCWJyeL0gwvkgULFrBp0yZAl8FTnAI8WWqWtmZYIyeyWgJt2rTpuXxD9vb2lmYVaIGN5xPxcFTQtaa9tE70lSvcPHWKjNTC6YGTkZrKzVOnsgV4uta0x8NRwcbziVKZti+//BKvzJ4nglCYBg4cKAVLEqKiiIuMNLm+nbMzNdu0kUq3aTQavl+zk6rt36bX+Fms3PoHgeevkJySilqtJjkllcDzV1i59Q96jZ9F1fZv8/2anVKAx87FhZqtW0v7MyYuIkIqdeju7s6AAQMKfJ9//fVXg8tdCrlUW27Hjb97F5lcTpkqVQBQqzUsWLvTImNYsGYnarXuf1KmatVcM6qyWKoMgCAUVIMGDUgzUE6wqmc56tasUihjqFerClUqlsuxPDU11SLln4Vnl5GRwerVqwGwspIzZWgvixxnyrBeWFnp3l9XrVplMOtMeLFVrFiRL774gtu3bzNt2jSj6/Xt25ejR49y69YtPv/8cxHgEQRBeIEpFApq1KjBjBkz2L59u8WO4+7uTvfu3QkICKBmLmXWhRdLsc7kyfpxeP36dfr375/r+rNnz5Yu37hxQ2T+vCDCwsKYMWMGoOvBM6hBqWIX4MlSs7Q1gxqUYl2ILrAwY8YM3njjDby9vYt6aGY1ZcoUzp49y6ZNm1BpYE1wAsMaOWXL6EmIiiLs4UMqNmiAi6enRWbua7Va4iIiiDx/HrXeD/ge3vaUc1SwJjhBKqE3aNAgpkyZYvYxCEJeODo6snz5ct566y0AIs+dw9HNDWul0ug2to6O1GrbluirV7kfFoZWo0Gt1rBrvz+79vvn6bgyuZxy3t6416xpMqAAumBp5Pnz0vUVK1bgaCLrxxS1Ws2uXbtyLFfY2OBQpkyB9vmsHMqUwcrGBnXmDPIs8ffuUbFhQ8pUrUr01atoNRoWrN1Fn65tzTrD/GRIKAvX7QbIFlQyRKNWk/TgAQD29vbUrm3eme6C8Kz+/fdfEhIScizv1dGv0DL1ZDIZvTr65QjKJiQk8N9///Haa5YruygUzIkTJ6SsiW4dWlokYxLA06Ms3Tq0ZNd+f6Kiojh58iStW7e2yLGEks3a2jrbpNKnJSUlieeOIAjCC+7zzz/n888/t+gxqlatilYrukgLphXrTB5ByI1arWbYsGGkZmaEtK6sLNIePHlRz92G1pV1J25TU1MZNmwYarW6iEdlXnK5nDVr1vDmm28CkK6Gn84m4Kq0YohPKRysdSd41BkZ3D5zhpunTmWblW4OKXFx3Dx1ittnzkgBHkcbGUN8SuGstOKns7rSeQDdunXj559/zlddfkEwt969e9OnTx9A99qICAnJ9YucTC6nnJcXdV59lXLe3ihsbfN0LIWtLeW8vXXbeXnlGuDRarVEhIRIr6W+ffvSq1fBZ1j7+/sTHR2dY7lTAUu1abVaEmNiiLl2jcSYmAJ9AZbJ5TiXL59juSotjeRHj7C2s6NcZqafRqPh7WnfERufmO/jGBIbn8iQad9JmVXlvL2xtrMzun7c3btSMKp79+6i7r9Q7OzYscPg8t6dC/dkqLHjGRufULQCAwOly13amKecnjGd2zzJgNQ/riDoS0xM5N9//zV6+7///ktionm+CwiCIAiCIDyLYn1Gc+3atWi1WpN/M2fOlNY/ePCgtLxq1apFN3Ch0CxcuJDjx3X9C9zs5XTRKwlWnHWpaY+bne7ld/z4cRYtWlTEIzI/a2trtm/fLgV6VBpYF5LI9dgM3m3ujE+5J8G4hKgowg8fJvzIER7duYOmgEEvjVrNo9u3CT9yhPDDh6WyUgCNytkwqZkz12IzWB+SKGXwdOvWjW3btmFtXTyzv4QXy9KlS6XeDglRUUSFhuZpO2s7Ozxq16Zup07UaN2aCvXr4+rpiYObG/alS+Pg5oarpycV6tenRuvW1O3UCY/atU0GEvRFhYZmK9O2dOnSgt3BTMZOsDoXoFSbKi2NGydPcj0ggLsXLnA9IIAbJ0+iMlAqKjeGgjygK9kG4F6rllTSLuxGBK+N/PSZAz2x8Yl0HTGDsBsRgK50nnsuafcPb9yQLo8fP/6Zji8I5paRkcGePXtyLK/gXoYWjeoU6lhaNq5jsAfQnj17UKlUhToWIXdnzpyRLvvWr2VizWfnW+/J/oOCgix6LKHk+uuvv6QeUYakpaWxb9++QhyRIAiCIAiCYcU6yCMIply9ejVbmbY+dR2xsSrcZt0FZWMl43/1HMka7SeffMLVq1eLdEyWoFQq2bFjBwMHDgR0PXqO3k5lVVACfpWUDG7oiKPNk/9ZSmwsd86c4dI//3Dz9Gmiw8NJjI5GZeTHlSo9ncToaKLDw7l5+jSX/vmHO2fPkqLXzN3RRsbbDR1pWUnJyqAEjt1OlXrwDBo0iF9//RWliZJYglCYypYty6pVq6Tr0VeuZOsllRuZXI5jmTKUrVGDyr6+1PTzo1abNtT086Oyry9la9TAsUyZXDN39EWHhxN95Yp0feXKlbi5FbyEjkajYefOnD1trKytccznfhNjYgg7eJDE+/ezL79/X7fcQNN3UxzLlkVuICsm/t49tFotMrmcKk2borDRBalPBF+mZZ/JnArJWzDuaSdDQmnZZzInM7dX2NpSxdc31148We9xPj4+tGrVqkDHFgRLOXz4MI8ePcqxvGfHVoWeMSuXy+n5ql+O5Q8fPuTw4cOFOhYhdxEREdLl2tUrWfRYdWpUNnhcQdBnqLRsQdYRBEEQBEGwNBHkEUqsefPmZSvTVs21ZGViVHe1xk+vbNv8+fOLeESWYW1tzfr165k3b54UTHnwWMOKwARuxKmY3NyZXnUcKO9oJW2jTk8n/u5d7l26xPXjx7n4119c3LePy/v3E/rff1zev5+L+/Zx8a+/uH78OPcuXSJer3wRQHlHK3rXcWByc2eux6n4ITCBh4916TtKpZJ58+axbt06kcEjFDs9evTIlt1379Il7l2+XOg1eLVare7Yly5JyxYvXkyPHj2eab9nz541eELNycMjzyeAtRoNdy9e5HpAgNGMHVVaGtcDArh36RLazDJouZHL5Th7eORYnvH4MY8zS0raOjpSvVUrKdATdiOCln2nMHXOSiKi8hZUioiKYeqclbTqO0XK4FHY2lK9ZUtsTfQ50mq13A8Lk66PGzeu0PqbCEJe/frrrwaXv9WlTSGPJOu4hku2GRunUHT0MybslJYtv6y0ffL9z1SmhvDiSktL448//sh1vT/++EM8hwRBEARBKHIiyCOUSPHx8WzcuBEAWyvoVCNvJYeKm8417LDJjG1s2LDhua3pLJfLmTp1KsHBwbRs2RLQZfUcu53K3IA47iaq6FfPgXEvOdHIwwZrA+9MqrQ00lNSSEtKIj0lxeCJXWs5NPawYfxLTvSt50Bkgoq5AXHZsndatWpFcHAwU6dOFT14hGJr0qRJfP3119L16CtXuHnqFBmZgW1Ly0hN5eapU9myiObMmcPEiROfed979+41uDyvpdrSkpO5evQoMXnMfowOD+fq0aOkJSfnaX1j44jLLNkGYOfsTM02baTSbRqNhu/X7KRq+7fpNX4WK7f+QeD5KySnpKJWq0lOSSXw/BVWbv2DXuNnUbX923y/ZqfUg8fOxYWarVtL+zMmLiIiW9m8AQMG5Ok+CUJhUavVBme1ly3tTJum9YtgRNCmaQPcXHO+tnbt2vXc9UQs6WxsngR2Hqda9qR5alqGweMKQpYDBw7k6bdZQkICBw4cKIQRCYIgCIIgGCc69Qol0oYNG0jOPGHXpLwtSkXJPFmvVMhpUt6WExFpJCcns3379qIekkV5e3tz9OhRFi5cyIwZM0hNTSVdDSci0jgRkUY1FwUtPZW86WVPSoaWiAQVEQlqIhJUxKdpUGm0qDSgkINCLsPZVo6nkwJPJys8nRTYW8u49kjFn+Ep3IjLXmtfqVTy1Vdf8e6772JlZWVkhIJQfHz88cc4OjoyadIkQNejJ+zhQyo2aICLp6dFMji0Wi1xERFEnj+POuPJCbAlS5YwYcIEsxzj999/z7FMbmVFqcxeRKbERkQQERKCJp+9NFLi4rhy6BCePj64enqaXLeUuztyK6scvcHi796lfN260uNu6+hIrbZtib56lfthYWg1GtRqDbv2+7Nrv3+exiWTyynn7Y17zZq5ltDLSE0l8vx56fqKFStwNJH1IwhFwd/fn+jo6BzLe7zaqkCfvVqtloMnQggJvY5P7eq0b+GT7/c+hcKKHq+25MdfsvfNuH//PgEBAbRpUzQZRkJOnnrvz6HX71i0L8/la7cNHlcQsuSnDNuuXbvo0qWLBUcjCIIgCIJgWokP8nz++ed8/vnnRT0MoRBptVqWL18uXW/pWbL7qbT0VHIiQpeVsnbt2qIdTCGwsrJi6tSpdO/enfnz52cL2N2IU3EjLgkAF6WciqV0wZtXq9vhZCvHWi7DSg5qDWRotCSkaYhIUHEhOp2/rz0mLjVnSSZHR0cGDRrE1KlTqZlLM3NBKG4mTpxIpUqVGDVqFDExMagzMrh95gxxd+9SztsbexcXsx0rJS6O+2FhUqYI6LJFVq5c+cwl2vTdvn07xzInDw/kJk4Aq1UqIs+dI/bOHZP79vT0NNpbQaNScTsoiMSYGCo2aICVgd47oAs4OXl4EBcZmW15ekoKqQkJ2bJtZHI55by8KF2pEg9v3eLhzZtGy8fpU9jaUqZqVcpUqYK1Xe6ZqFqtloiQECnw1rdvX3r16pXrdoJQ2Hbs2GFwee/OhkummRLzKI5hH83nj0OnpGWvv9yMNd9MpWxpl3ztq3fn1jmCPKAbrwjyFB9NmjSRMvWDLoRbNMgTdPFJpqqvr6/FjiOUTGq1mj179uRYrrC1BcjxWb9nzx5WrFghqgQIgiAIglBkSnyQR3jxHD58mMuXLwNQzUVB+VIl+2lcoZSCai4KbsSpCNPrtfC8q1mzJitWrODbb79lw4YNLF++nEt6vT/iUjXEpWq4GJNhYi/GeXt7M2nSJAYNGoSTk5O5hi0Iha5Hjx60bt2aCRMmsG3bNkCX1ZMQFYW9qytlqlXDpUIFk0ESYzRqNXGRkTy8eZOU2Nhst/Xr148lS5bg5uZmlvthiqlSbSlxcdwKDCTdRLk1Gxsb5s6dy8SJE1m8eDHTpk0jI8Pwe0fs7dukPHxI5aZNjQbJnMuXzxHkAV3JNkMl1azt7PCoXZtyXl4kx8byOC6Ox3FxpKemotVokMnl2CiV2Lm4YOfigoOra66ZO/qiQkOzlWlbunRpnrcVhMKi0WjYuXNnjuUuTo60b+6Tr339F3CWQR/MJSrmUbblfxw6hU+3sWyYO41XWjXO8/46tGiEcykH4hOzv4/s3LmTBQsWiN5WxUTTpk2ly/uOBjKq32sWO9bfR4MMHlcQAE6cOGEwK9Eps2/fo1u3si2/f/8+J06coFWrVoUyPkEQBEEQhKeV7LPjwgvpt99+ky6X9CyeLC09lVIGy4vGycmJ8ePHM27cOI4cOcKePXsICgrizJkzJCUV/DE5cuQI7u7uZhypIBQdNzc3tm7dyv/+9z/GjRsnnXhIiY0lJTaWuxcu4Ojmhr2LC3bOzti5uKAw0GNAlZ6uC0DEx5MSF0fSgweon2oW7O7uzooVKwotU0RmZUUpA69VrVbLg+vXuXfxIlqt1sCWOl5eXmzdupXGjXUnfCdPnkzbtm3p378/V65cMbhNWnIyV48coXy9erhVr57jBG+pcuWQyeVoNdmzA+Pv3qV8nTrG74tcjmOZMjiWKWN0nfyKDg8nWu9+rFy5slACb4KQX6dPnzaYSdetQwtsbKwNbJFTRoaKTxeuY+6Pvxh93d+LfkTHYR/z4cg+zHr3baytc/85Y2NjTbcOLdiw579sy+/cucPp06dp1qxZnsYnWFaLFi3w8PAgKiqK3w4cJzLqARU9zP9+FxEVw28HjgPg4eFB8+bNzX4MoWQzVqrNuXx5IGeQJ2sbEeQRBEEQBKGoiCCPUOIEBgZKl73K5O2kQXFX6zm5H89CJpPRrl072rVrB+hmBIeHhxMUFERwcDBxcXGkpqaSlpaGra0tSqUSFxcXGjVqRLVq1XL8qBKzcoXnUe/evencuTObNm1i+fLlnDt3DgB1ejrxd+8Sf/eutK7C1ha5lZUUrNCo1SZLiTVs2JDx48czYMCAQu314uTunqN0WkZaGnfOnCHRwCxafe+88w6LFi3KMd4mTZoQFBTEpEmTWLNmjcFttVotdy9cIDEmhkqNG2OdWYIFwEqhoJS7e7bSdQBpSUmkJiSgLITsQK1WS9Tly0SHPykptHjxYrOWzhMEc/r1118NLn+rS97KoV2/fY/+783h1Lncs5q1Wi3frNrGgRPBbPn+Y6pXLp/rNm91aZMjyAO6cYsgT/FgbW3NyJEjmT17Nmq1hgVrdzLvo1FmP86CNTtRq3VB/FGjRmFtLb6HC09otVqDQR65QoFj2bKg1SJXKHL0B9y1axdz584Vv0EEQRAEQSgSIsgjlCgajYazZ88Cup4tDjbPR91jRxs5Lkq5wZ4yLyq5XI63tzfe3t4MGDDA5LoxMTGFNCpBKHqOjo6MHj2aUaNGERAQwLJly9izZw8pKSnZ1stLbxh7e3t69OjB+PHjadmyZZGcmHi6VFtidDS3z5wxOX4nJydWrlxJv379jK7j6OjIzz//TMeOHRkzZgwJCQkG10u8f58rBw9SuUmTbBlFLhUq5AjyAMTfu2fxIE9GaioRISHZjj9nzhwmTpxo0eMKQkFptVqD/XgcHezo6Nck1+23/H6Q0Z8uJjE5Jdd19Z06F0aj7uNYOXsS/d9ob3LdTq19cXSwIyn5cbblO3bs4NtvvxUnZouJ0aNH8+2335Kens6Ctbvo07UtzXxqm23/J0NCWbhuN6Ar9TlqlPmDSELJdv78ea5fv55juVO5clLPHady5XKUdb127RoXLlygQYMGhTJOQRAEQRAEfSLII5QoV65ckUp4eTo9X0/fiqWsRJBHKDZUKhWXL18mKChI+ouIiCA1NZX09HRsbGxQKpV4enri6+sr/dWpUweFkYb2gnnJZDL8/Pzw8/NDpVIRGhpq8P+ln/329P+rdu3aRfr/ksnlOJUrB+iC+FGXLxNz9arJbVq0aMHmzZupVq1ano7Rv39/mjdvzoABAzh58qTBdVRpaVw/fpyyNWtSvk4d3bg8PJDJZDlKRj28dQt3Ly+LnBDWarXERUQQef48ar2eQnPmzOGjjz4y+/EEwVyCg4O5ceNGjuVvvNwcpW3O0pFZkpIfM3H2Mtbu3G9y/56engZLwQEkJqcw4L1v2O9/hsUzxuHoYGdwPaWtDa+3a8a2Pw9nW379+nVCQkJo1KiRyTEIhaNixYp89tlnzJgxA41Gw9vTvuP49oW4Opd65n3HxicyZNp3aDJLcc6cOZOKFSs+836F50tupdqyLhvq3bdr1y4R5BEEQRAEoUiIM3FCiRIU9KRJqmep/DcZL848nRRcjDHcKFwQCoNWq+XYsWMsX77cYGaIIXfu3OH48ePSdXt7e7p378748eNp1aqVmBldSBQKBfXr16d+/foMGTKkqIeTZ45ly2JlbU1acjK3AgN5HBdndF2ZTMbHH3/M559/nu/SOtWrV+fo0aPMnDmTb775xmivj5irV0l+8IDKTZti6+CAo7s7iffvZ1sn4/FjrgcEUL5ePexdXPI1DlNS4uK4HxZmMHto+PDhZjuOIFiCoSwegN6dWxvd5szFcPpNmUP4zZwnSrPY2Ngwd+5cJk6cyOLFi5k2bRoZGYa/K63Z8Q/+Zy6x5fuPaFKvltHxPB3kyRq/CPIUHx9++CG7du0iKCiIsBsRvDbyU/5cPfuZAj2x8Yl0HTGDsBu6YGHTpk2ZNm2auYYsPEcMBXlkcnm2bN9S7u4Ge/ft2rWLzz77zOJjFARBEARBeJoI8gglSkhIiHS54nOWyfO8ZSYJJc/LL7/M5cuXjd6elx4vKSkpbNmyhS1bttCwYUPGjRvHwIEDC7XHi1ByuJQvT+ydO0ScO5ejtr2+8uXLs3HjRjp06FDgY1lbW/P111/zyiuvMHjwYO7du2dwvZS4OK4cOoSnjw/O5cvnCPIAJD14QPjhw9i7ulKmWjVcKlRAbpX/iQcatZq4yEge3rxJSmxsvrcXhOJAq9Ua7Mdjp7Sla9uXcizXaDQsWrebD+f9REaG8de9l5cXW7dupXHjxgBMnjyZtm3b0r9/f65cuWJwmys3ImjRZzLfvj+cyUN75pho0LXtSyhtbUhNS8+2fMeOHcyePTvX+yoUDoVCwZYtW/Dz8yMmJoYTwZdp2Wcy6+d+UKDSbSdDQhky7TspwOPu7s7mzZtF5vFzJDIykrfeeuuZ96PVarP93sySNSkli5W1NY5ly+b4jhAcHEyLFi3MMslpx44dVHiqpK0gCIIgCIIx4putUKLE6p0Ec7J9PvrxZHne7o9Q8ugHeKxsbHB0c8PexQU7FxfsnJ1R2OQsuaNKT+dxfDyP4+JIiYsj6cED1Om6k2fnzp1jzJgxfPbZZyxfvpzevXsX2n0RSob4e/dIMBBE0ffGG2+wZs0a3NzczHLMV155hZCQEIYNG8Yff/xhcB2NSsXtoCCplJwxKbGxpMTGcvfChSevF2dn7FxcjL9e4uJ4HB+f4/WSxc3NjQcPHhT8DgpCIbt06RJhYWE5lndp0xQHe2W2ZdEP4xj64Tz+OnLa5D7feecdFi1alGOCQJMmTQgKCmLSpEmsWbPG4LYZGSrem7OSfwPOsuabqbiXcZFuc3Swo0ubpuz+NyDbNpcvX+bSpUvUrVvX5LiEwlOrVi32799Px44diYmJIexGBC37TmHykB5MGdYLT4+yue4jIiqGBWt2snDdbqlEm7u7O/v376dWLcPZXkLJtGPHDk6cOGGx/euXatNfZmgiiLHSsPm1Y8eOEtOLLzAwkMOHD3P69GkuXbpETEwMjx49wsbGhgoVKtCiRQuGDh1K+/ame6cJgiAIglBwIsgjlCipqanSZWv581UG6nm7P0LxZuwksr2rK27VquGcx8wEhY0NpcqWpVRZ3ckWjVpN3N27PLxxQ8pMiI6O5q233qJv374sXbrUbCfrhZLPVIDHxsaGefPmMWHCBLOX/Stbtix79+5lyZIlfPDBB6Q/FWjJy/hq165NaGgoAOr0dOLv3iX+7l3p9rxkvulr2LAh48ePp2PHjlSvXr2A90wQCp+xUm1vdcleqm2/fxCDP/iO+w+MZ605OTmxcuVK+vXrZ3QdR0dHfv75Zzp27MiYMWNISEgwuN6fh0/h020sG+Z+wKt+TfTG1SZHkCfrfoggT/Hi4+ODv78//fv3JygoCI1Gw/drdrJo/W66dWhJ5za++NarRZ0alVHaWpOalsHla7cJuhjO30eD+O3AcdTqJ+W0mjZtyubNm0WA5zn0yy+/WHT/zh4eOZY5GVhmTr/88kuJCfJMnjwZf3//HMvT09O5cuUKV65cYf369fzvf/9j/fr1KJVKA3sRBEEQBOFZiCCPUKLon4hTPGeJL1bP2f0Riq/du3czcuTIbMucPDwo5+39zD1G5FZWlK5UidKVKuXoMbJt2zYOHDjAqlWr6NGjxzMdR3i+1a5dm61bt+Lj42OxY8hkMiZNmkTbtm3p16+fwUwEU0aNGkWzZs1YtmyZwR5WpgI6Wezt7enRowfjx4+nZcuWyGQyYmJi8jUOQShqhoI8NtbWvNG+OQDp6Rl8umgdc1ebPgnbokULNm/eTLVq1fJ03P79+9O8eXMGDBhgdOZ8VMwjOr0znWkj/sfsyUOwtlbwRvvmWFsrcpSK27FjB59++mmeji0Unlq1anHixAnmzp3LF198QXp6Omq1hl37/dm1P+dJZUNsbGyYOXMm06ZNEyXankORkZEcO3bMYvt3dHNDYWubY7m1rS2Obm4kWSj79tixY9y9e7dElGyztbWlXbt2tGrVijp16uDh4UGZMmWIiYkhJCSEH374gRs3bvDLL78gl8vZunVrUQ9ZEARBEJ474rSyUKLY6JW/UWlMrFgCqZ+z+yMUT4sXL6Znz55SJo+VtTWVfX2p2qyZWZvIA9i7uFC1WTMq+/pKdcxjYmLo2bMnS5YsMeuxhOfHiBEjCAwMtGiAR1+jRo0ICgpi+PDh+dpu586d+Pn5sXnzZuLj4zl//jxr165l4sSJtGrVisqVK+Pu7o6zszPu7u5UrlyZVq1aMXHiRNauXcv58+eJj49n06ZNtGrVyuzZSoJgSSqVivPnz/Ptt99y7ty5HLd39GuMk6MD127fpXX/90wGeGQyGdOnT+fIkSN5DvBkqV69OkePHuXjjz82+hrSarV8u3o7rfu/x7Xbd3Eu5UDHVk1yrBcSEsK1a9fydXyhcCgUCqZPn87169f57LPP8MhjBkX58uWZOXMm169fZ/r06SLA85wylk1oDs7ly1PlpZy9xbJUeeklg6XczEGr1Vr0vpnT33//zaFDh/j6668ZPHgwHTt2pEmTJnTu3Jlp06Zx8eJFWrZsCegmfZ0/f76IRywIgiAIzx/xTVcoUfRTuzM02iIcifk9b/dHKH7mzJnD9OnTpetOHh54+vhgbcGSCTKZDFdPTxzd3IgICZGyeiZNmkRSUhIff/yxxY4tFL2ozP93Xjg7O7Nq1Sr69OljwREZ5uDgwI8//kjHjh0ZNWqU0fJP+vz9/bl37x7ly5dHoVBQv3596tevz5AhQwphxIJQ+LRaLf7+/ixfvtxg9pq+3p1bs+m3A4yduYTEZOPrlS9fno0bN9KhQ4cCj8va2pqvv/6aV155hcGDB3Pv3j2D6506F0bj7uP5YdZEenduzZ+HT+VYZ8eOHUybNq3AYxEsq2LFinzxxRfMmDGDkydPEhgYSFBQEBEREaSnp2NjY4Onpye+vr40bdqU5s2bY505yUR4flWpUgVHR0eSkpJMrmetVGJtZ5fn/bpWqkSZqlVNTsJQ2NhQ5aWXeHjzJrF37uR53xmPH5OhV4bcEEdHRypXrpznfRal3AKodnZ2vPvuuxw/fhyAI0eO0KBBg8IYmiAIgiC8MESQRyhRXF1dpcsJaRoqlCrCwZhZQppI5REsZ/HixdkCPO5eXnjUrl1o2QPWSiVVmzUjKjSU6CtXAJg+fTqOjo4lpt64kH9//PFHntZr2bIlmzdvpmrVqpYdUC769u1L8+bN6d+/f64NnLVaLbt27WLcuHGFNDpBKBpJSUls3LiR5cuX53n29c5//Pn9oOnm46VKlWLq1Kk0a9bMHMPklVdeISQkhGHDhhl970lMTmHg1G+lUnJP+/XXX0WQpwSwtramdevWtG7dOveVhede9+7dCQwMpE+fPgYzC7OoMzIoX68erp6eZj2+TCbDrVo13PKYiRgbEUFEcLDJdRo2bMgvv/yCl5eXGUZoXEZGBpUqVeL+/ft06dKFv/76y+T6Fy5ckIIzX331VbbfFrlxcHCQLqfmEuASBEEQBCH/RLk2oUTRL98TmaAysWbJE/Gc3R+h+Ni9ezfvvvuudL183bqUr1On0MtDyWQyytepQ3m9xtaTJk1i9+7dhToOofDkFuSRyWTMmDGDI0eOFHmAJ0vVqlU5cuQIn3zySa6vkZJSRkUQCmrHjh3UqFGDsWPHZgvwWNnYUMrd3eh2uQV4ABITE3n//fepUaOG2V5LZcuWZe/evSxatChbid+8ju/06dPcvn3bLGMRBKHweHt7c+LECUaNGmV0HY1aze2gIO4EB6NRqwtxdE+Ofyc4mNtBQSaPP3r0aE6cOGHxAA/oAqZvv/02AP/88w+RkZEm1//5558BsLKyynfm8pYtW6TLtWvXzudIBUEQBEHIjQjyCCWKr6+vdDkisfC/nFuSCPIIlhATE5PtB6+7lxfutWoV4YjAvVYt3PV+uI4ePVrqESQ8P7RardFm6AAVKlTgv//+Y/bs2cWuT4K1tTVffvkl//33n8mGx8eOHUOrFaU2hedPTEwMffv25a233iI6Olpabu/qSuUmTajbqZPJII8xto6OlKtdG3u9zOzo6Gjeeust+vXrZ5bPAplMxqRJkzh58iTe3t753n7nzp3PPAZBEAqfnZ0dK1euZNOmTTg6Ohpd79GtW4QfOUJqYmKhjS01MZHwI0d4dOuW0XUcHR3ZvHkzP/zwA3b5KCv3rEaMGAGARqNh/fr1RtfLyMhg48aNAHTq1ImKFSua3K9Go+H+/fscOHCAnj17snnzZkAXkOvcubOZRi8IgiAIQhYR5BFKFC8vL+lL+/MWFIl8zoJWQvEwYcIEYmJiAF0PHo9iMnPOo3ZtnDIbJ0dHRzNhwoQiHpFgbiqVymgmTLdu3QgJCaF9+/aFPKr8ad++PSEhIbz55ptG11Gpnq/PIkHYvXs39erVY/v27dIyJw8ParVrR622bXGtVAm5lRVxd+/ma7+lq1ShVrt2eHh7U6ttW2q1ayd9DoCuGXfdunXNlt3ZqFEjgoKCGD58eL62Exl6glCyDRgwgMDAQBo2bGh0ndSEBMIPHyY2IsLi44mNiCD88GFSTfT78/HxISgoiP79+1t8PE/z8vKibdu2AKxZs8boer///rv0m8LU+2rVzD5GVlZWeHh48Morr0jv61WqVGHHjh3FbnKPIAiCIDwPRJBHKFHkcjmNGzcGIC5VQ3L689HHJildQ1zq83FfhOLj119/lU7SWVlb4+njU+gl2oyRyWR4+vhgldkQedu2beLE2nPG2tqaAQMG5Fg+Z84cdu/ejZubWxGMKv/c3NzYs2cPS5YswdbWNtttI0aMEE29hefK6tWr6dmzp3Qiz8ramsq+vlRt1gx7FxdpvYzHj0l59ChP+5QrFFRp2pRKjRphpXdiz97FharNmlHZ11f6LIiJiaFnz54sWbLELPfHwcGBH3/8ka1bt+Lk5JSnbfz9/bl3755Zji8IQtEoDuXb8lOe7fjx44VSns2YrGye8PBw/P39Da6TFQByc3MzOfnFEIVCwaxZszh37hz16tV7tsEKgiAIgmCQCPIIJU7Tpk2ly1ceZhThSMwn/Dm5H0LxkZSUxPjx46XrFRs2xFqpLMIR5WStVFIxs3krwLhx40hKSirCEQnm9vXXX+dYNnz48GITbMwrmUzGhAkTOHPmDCNGjKBz58588803LFq0qKiHJghm9cknn0iXnTw88O7QAVdPzxyv2fg8BkHsXV3xbt8eFyNlfWQyGa6ennh36JAtq2fSpEnMmTOnAPfAsL59+xISEkKLFi1yXVer1bJr1y6zHVsQhKJRlOXbinN5NkPeeustXDID+Yayee7fv89ff/0FwKBBg0z2PPvnn384f/48ISEhHDhwgNmzZ+Pu7s6XX37JhAkTxHd9QRAEQbAQEeQRSpxu3bpJl49HpBbhSMznebkfQvGxadMmqY+Ck4eH0RNsRc3F0zNb2baset3C8+F5K8dRt25dVq9ezb59+/jwww+fu/snCFncvbyo2qyZ0ckBeQnyuHt5UbN1a2zs7XNd11qppGqzZtn6tU2fPt1sGT2gKyF05MgRPvnkk1wDzSKzVBCeH/kp35bfMpSGxN29W6zLsxliZ2cnZV9v376d5OTkbLdv2LBBKk/7zjvvmNyXl5cX9evXp2HDhrRv354ZM2Zw4cIFfHx82LBhA35+fiQWYj8kQRAEQXhRiCCPUOK0a9eOOnXqAHAjTsW9xJLdD+Fuooobcbr7UJAGwYLwNK1Wy/Lly6Xr5by9i23mhEwmo5ze837ZsmWikb0gCEIRKl+3LuXr1DH6uaHVakl++NDo9gqlkhqtWun2Ic/7Tw2ZTEb5OnUoX7eutGzSpElm69EDujKSX375Jf/99x8VKlQwut6xY8fEZ5EgPEfyWr4t8vz5Z3rta7VaIs+dK/bl2QwZOXIkAImJiTkC3VnZPS+99BIN9LLw88rV1ZV169YBcO7cObNmagqCIAiCoCOCPEKJI5PJGDdunHS9pGfB6I9/6NChRTcQ4bnh7+/PuXPnAF2pHP0+CsWRvYsL9q6ugO6HX0BAQBGPSBAE4cXk7uWFe61aplfSasFIAMjKxgZrpZKoK1e4HRREzLVrJD18iFaT976D7rVqZcvoGT16NA8ePMjz9nnRvn17QkJCTPaVyJq1LgjC8yGrfNvmzZuNlm9TpaaSEhtb4GOkxMaiSkszeFtxKs9mSKNGjfD19QWyl2w7efIkly5dAnLP4jGlTp061Mr8fPn111+fYaSCIAiCIBgigjxCiTR48GAcHBwAOHMvjVRV3k8eFCepKg1n7ul+CDg4ONCnT58iHpHwPNDP4nGrVq0IR5J3ZfTGuWzZsiIciSAIwovJycMDj9q1c11PJpfjYiQLRp2ezuO4OJIfPCA2IoK7Fy5w7dgxLv3zD1GhoWQ8fpynsXjUrp2tlOeECRPyfkfyyM3NjT179rBkyRJsbW2z3TZixAisra3NfkxBEIpe//79CQoKMlq+La89x/KzbXErz2bMiBEjADh8+DDXr18HngR87Ozsnnn8ZcuWBeCWiV5FgiAIgiAUjAjyCCWSs7MzgwYNAiBNDf9cy9tJg+Lm72uPSc/M5h88eDClSpUq2gEJJZ5KpWLPnj2Abka1s4lyNMWJS4UKWGU2cd2zZ4+YQS0IgmBhe/fulS5bWVvj6eOTa2lPrUbD/bAwYiMj83UsVVoa98PCuPzvv9wPC8s1s0cmk+Hp44NVZqBl27ZtFumTI5PJmDBhAmfOnGHEiBF07tyZb775hkWLFpn9WIIgFB9eXl5MnDjR4G3GepHlhbFtJ0yYUOzKsxkyYMAA7O3t0Wq1rFu3jsePH7N161YAevXqhbOz8zPtPzLzs8NYJpUgCIIgCAUngjxCifX++++jzPwifex2KjdiM4p4RPlzPTYD/9u6Um1KpZKpU6cW8YiE58Hly5dJSUkBwNHNDbmVVRGPKG/kVlY4urkBkJKSQmhoaBGPSBAE4fmVlJTEhx9+KF2v2LBhric205KSCD9yhKjQUF3JNsDKSk7Pjn6snPUugTuXkhS8B3XoXyQF7yFw51JWznqXnh39sLLS/eTQajREhYYSfuQIaUlJJo9nrVRSUa/3w7hx40jKZZuCqlu3LqtXr2bfvn18+OGHKBQKixxHEITiY9euXQaXO5cvX+B9ZmUgPs2cvcUsycnJSaossW7dOn799Vfi4+MBGD58+DPt+/Tp01IGT0H6+giCIAiCYJoI8gglVs2aNfnyyy8B0ALbLyaRri4ZTXLT1Vp+uZhE1mi/+uoratasWaRjEp4PQUFB0uXi3ovnafrj1b8fgiAIgnlt2rRJ6nPj5OGBS8WKJtd/HB/P1aNHeZx5sk8ulzP1nd7cOriBncs+Y1S/1/CtXwsHeyVyuRwHeyW+9Wsxqt9r7Fz2GbcObuC9Yb2Qy+VP9nfsmLQ/Y1w8PbOVbdu8efOz3nVBEAQSEhL4999/cyxXOjtjY29f4P3aOjigdHLKsXz//v0kJiYWeL+FKatk261bt5g2bRoA1apV4+WXXza4/qlTpzhz5ozJfUZGRjJkyBDp+uDBg80zWEEQBEEQJCLII5RokydPpmXLlgA8eKxh39WUIh5R3uy7msKDx7pSJa1ateLdd98t4hEJzwv94IhdCQvy2OmVgBBBHkEQBMvQarXZereV8/Y2WaYtLSmJ6wEBqNLTAfCu5snxbQuY99EoKnq45emYFT3cmP/xaAK2LcC7miegK+F2PSDAZEaPTCajnLe3dH3ZsmVotSVjQo8gCMXXX3/9RXrme5q+Z8niMbWP9PR0/vrrr2fed2Hw8/OjTp06AERFRQEwbNgwo58Tly5dwtfXFz8/P7755hv27dtHUFAQQUFB/Pbbb0yZMoV69epx+fJlAF599VWGDRtWOHdGEARBEF4gohaBUKJZWVmxZs0aGjVqRGpqKsdup1LD1Zp67jZFPTSjLkanc0yvTNuaNWuwKiEltYTiL1uQ5xnrZhc2O5HJIwiCYHH+/v6cO3cOAHtXV5NZn1qNhluBgVKAp0WjOvz145e4OBWsn0Jzn9oc376QriNmcDIkFFV6OreCgqjVpg0yueG5Z/YuLti7upISG8u5c+cICAjAz88vz8fMyMjgxIkTBAYGcubMGSIiIkhPT8fGxgZPT0+aNGlC06ZNadGiBdaZPYAEQXi+GSufZirIk/zwIerMnpFW1tY4lC5tdB/3w8IMHjOrFFpxN3z4cN5//31Al7k5dOjQXLcJCAggICDA5DpDhw5l2bJlUlanIAiCIAjmI4I8Qonn7e3Nl19+yfvvv48W2Hg+keGNnahZuvj9UL/6KION5xOlMm1ffvlliWjCKZQcERERAChsbVHYFN9gpyEKGxsUtrao0tKk+yEIgiCYl34Wj1u1aibXjQ4Pl0qqeVfz5M/Vswsc4Mni6lyKv378kpZ9JhN2I4LHcXFEX71KORPfh8pUq0ZKbCygy+bJS5AnMjKSlStXsnr1amk2uiEbN24EwMPDg1GjRjFq1Cgq5lK+ThCEkistLY0//vgjx3IbBweUpUrlWK5KTyfy3DniIiOzLXepWJGKDRvm+L6tdHLCxt6e9JTsFSb++OMPKcBc3A0ePFgK8nTs2JFKlSoZXbdv375UqFCBAwcOEBAQQGRkJNHR0aSnp+Pk5EStWrXw8/Nj8ODBNGzYsLDugiAIgiC8cMQUCuG5MGXKFAYOHAiASgNrghO4+iijiEeV3dVHGawJTkClq9LGoEGDmDJlStEOSnjupKbqssTkJTQ7LGvcWfdDEARBMB+VSsWePXsAsLKxwblCBaPrZjx+zP0rVwDdTO71cz/A1TnnCdCCcHUuxbq5H0izue+HhZHx+LHR9V0qVMAq88Tonj17UGXOpjdEpVLx1VdfUb16dWbPnm0ywKMvKiqKWbNmUb16db766iuTxxAEoeQ6cOCAwf44zh4eOUqSJdy/T9iBAzkCPABxkZGEHThAwv372ZbLZDKDGUEJCQkcOHDgGUdfOM6fPy9dfuedd0yua2dnR6dOnfjmm284cuQI165dIzExkbS0NGJiYggICOC7774TAR5BEARBsDAR5BGeC3K5nDVr1vDmm28CkK6Gn84mcDE6Z63lonAhOp2fziaQrtZd79atGz///LNIVRfMLqu+uLGyN8Vd1rjT0tKKeCSCIAjPn8uXL5OSObvc0c3N5ISAhzdvotXoZqZMGdqTZj61zTqW5j61mTykB6ArC/fw1i2j68qtrHB00/X/SUlJITQ01OB64eHhtGjRghkzZkifh1ZWcnp29GPlrHcJ3LmUpOA9qEP/Iil4D4E7l7Jy1rv07OiHlZXu8yc9PZ0ZM2bQokULwsPDzXiPBUEoDnbt2mVwuX5gRq1SERESwo0TJ1CZ+E6qSkvjxokTRISESKXcAJyMlH0zduzi5ueffwagTJkydO/evYhHIwiCIAhCXpTMs4CCYIC1tTXbt2+XAj0qDawLSeS3sGTS1UXTpDddrWVPWDLrQxKlDJ5u3bqxbds2UfddsIisEhBZJ+ZKmqxx29raFvFIBEEQnj/6/c5y68WTFXSxspIzZWgvi4xnyrBeUnBFP6hkiH0ufdtCQkLw8/OTbpPL5Ux9pze3Dm5g57LPGNXvNXzr18LBXolcLsfBXolv/VqM6vcaO5d9xq2DG3hvWC9pAk5QUBCtW7cmJCTEjPdYEISipFarpWxGfQpbW+wze+wkP3zIlYMHeXjzZp73+/DmTa4cOkTyo0cAOJQujcLAd9k9e/agVqsLNvhCcvPmTX755RcAhg0bJr6TC4IgCEIJIYI8wnNFqVSyY8cOqXSbFjh6O5UFx+O4EVu45duux2bw/fE4jt1OlXrwDBo0iF9//RWlUlmoYxFeHFnPLU0x/wFpTNa4xWtEEATB/PSDI3YmgjzJsbHS7PVuHVpS0cPNIuPx9ChLtw4tAd2M+OTMvjuG2Dk7S5efDvKEh4fTsWNHYmJiAF3/oOPbFjDvo1F5HntFDzfmfzyagG0L8K7mCUB0dDQdO3YUGT2C8Jw4fvw40dHROZY7eXig1Wi4d+kSV48dy9FPJy/Sk5O5evQo9y5dQqvR4OThkWOd+/fvc+LEiQKN3ZIiIyMJDw/nn3/+oVevXmRkZKBUKpk8eXJRD00QBEEQhDwSQR7huWNtbc369euZN2+edKL4wWMNKwIT2BOWTKrKshkOqSoNe8KS+SEwgYePdcdSKpXMmzePdevWiQwewaI8PXUnplRpaajSi0e5wrxSpadLJxWz7ocgCIJgPtmCPHpBk6c9jouTLndp09SSQ6JzG1+Dx32anZFMnoyMDPr37y8FeFo0qsOJXxYVuLxcc5/aHN++kOaZ28fExDBgwADRo0cQngO7d+82uNzWwYHwI0eIziWg26VLF7p06WJynejwcMKPHMHWwSFfYyhKAwcOxMvLi86dO3P27FkAZs2aRcWKFYt4ZIIgCIIg5JUI8gjPJblcztSpUwkODqZlS90MUS1w7HYqs4/EsuNyEvcSzftj/W6iih2Xkph9JDZb9k6rVq0IDg5m6tSpogePYHG+vnony+Lji3Ak+ad/ck//fgiCIAjmERERAehKEykyy3saku39uH4ti47Jt96T/ZsK8ihsbKTyR1n3A2Du3LlS0Me7mid/rp6Ni5PjM43J1bkUf/34pZTRExgYyNy5c59pn4IgFC2tVmu0J869S5dITUgwuq2DgwMrV67kzz//5M8//+SHH37A3t7e6PqpCQncu3TJ4G27du1Cqy2aUuK5sbe3p1GjRqxdu5YPPvigqIcjCIIgCEI+iDPOwnPN29ubo0ePZsvqSVfDiYg0vj8Rz/LT8Zy9l0ZSesGye5LSNZy9l8by0/EsOBHPicg00jOrZCmVSubPn8+RI0fw9vY2110SBJOyBXlMnCwrjvSDUiLIIwiCYH6pqakAyK2sTK6XnrkeQO3qlSw6pjo1Khs8riFZ4866H5GRkcyaNUt3m1zO+rkf4OpcyizjcnUuxbq5H0gTdL744gvu3btnln0LglD4zp8/z/Xr1/O9nZ+fHyEhIYwaNQqZTIZMJmP06NGEhITQqlWrfO/v2rVrXLhwId/bWdKhQ4fQarUkJydz9uxZhgwZUtRDEgRBEAQhnxRFPQBBsDQrKyumTp1K9+7dmT9/Phs2bCA5ORmAG3EqbsQlAeCilFOxlBWeTgo8nRQ42cqxlsuwkoNaAxkaLQlpGiISVEQkqIhMVBOXmjM45OjoyKBBg5g6dSo1a9Ys1PsqCPrBkZQSFuRJEZk8giAIFpWeWcZTlktmsVbz5PuNndJ4xo85KG2flLHVP64hWeNOyyztuXLlSuk+TRnas8Al2oxp7lObyUN68P2anaSnp7N+/Xqz7l8QhMJjLIvHGBsbG2bPns3UqVOxMhAYr1mzJkeOHGHevHl8+umnZGTkvf/rrl27aNCgQb7GIwiCIAiCYIoI8ggvjJo1a7JixQq+/fZbNmzYwPLly7mkl0Yfl6ohLlXDxZi8f0HXV7duXcaPH8+gQYNwcnLK83YajYYrV64QFBTE8ePHc9z+3nvvUb58eXx8fPD19cXLy0uUfROMqlOnDvb29qSkpJD04AEatTrXGdvFgUatJunBA0BXKqJ2bfOeqBMEQRB0Jy0h78EUgMep6TjYKy02ptS0J9+78hp8srW1JSMjg9WrVwNgZSVnytBeFhnflGG9WLR+N2q1hg0bNljkGIIgWF5+gjwNGzZkw4YNNGzY0OR6VlZWfPjhh3Tt2pXBgwdz7ty5PI/ls88+y/N4BEEQBEEQciOCPMILx8nJifHjxzNu3DiOHDnCnj17CAoK4syZMyQlJeV5P6VKlaJx48b4+vrSvXt32rZti0wmy3U7rVbL4cOH+e233wgMDOTs2bMmj7tx48Zs1x0dHWncuDFNmzbN13GFF4NCoaB79+5s2bIFdXo68Xfv4lrJsqV2zCHu7l3UmbOxu3fvjkIhPp4EQRDMLat0rUatNrmejVJJcubl0Ot3LNqX5/K129mOa0rWuJVKJSdOnCAqKgqAbh1aUtHDzSLj8/QoS7cOLdm135/o6GiLHEMQBMu6ceMGISEhua4nl8v58MMPmTlzJraZPcDyomHDhpw6dYrPP/+cuXPnosklkB4cHMzNmzepWrVqno8hCIIgCIJgijiLJrywZDIZ7dq1o127doAuoyY8PJygoCCCg4OJi4sjNTWVtLQ0bG1tUSqVuLi40KhRI3x9falVq1a+Mmri4+OlDKLLly8XeNxJSUkcPXqUo0ePsmDBAurWrcu4ceMYPHhwvjKIhOfXuHHj2LJlCwAPbtwoEUGehzduSJfHjx9fhCMRBEF4fnl6enLnzh1UaWmo0tNR2BguxWbn4kJsRAQAQRfCLRrkCboYnu24xqjS01Fllmnz9PQkMDBQuq1Lm6YWGx9A5za+7Nrvb9FjPE2VmsqjixcpXa8eilyCX4IgmLZ79+5c16lRowbr168vUJ8d0GUYzpkzhzfeeIMhQ4Zw7dq1XMc0efLkAh1LEARBEAThaSLIIwiZ5HI53t7eeHt7M2DAALPt9+rVq8ybN4+NGzdKvYD0uSjluj5ApayoqNcLSCEHlV4voMgEFRGJaiISVNl6AV26dIkJEybw4YcfMmjQIN5//33RC+gF5+fnR8OGDTl37hwpsbGkxMVhb+LEWVFLiYsjJTYWAB8fnwL/uC4OVCoVly9fJigoSPqLiIggNTWV9PR0bGxsUCqVeHp64uvrK/3VqVNHZC8JgmBxvr6+UmnYx/HxlCpb1uB6+sGWfUcDGdXvNYuN6e+jQQaP+7THT/VtO3PmzJPrFgxCAfjWs+z+DfF//30iDx7Es0MH2i5ZUujHF4TniY+PD2XLliUmJsbg7WPHjmXu3Lk4Ojo+87H8/PwIDg7mgw8+4IcffjC4TtmyZXMtBScIgiAIgpAf4oySIFiIWq1m4cKFzJgxg9TU1Gy3VXNR0NJTiVcZaxxscs8GqlAKars9mW2blK4h/GEGxyNSuRGnAiA5OZmVK1eybt06vvzySyZPnmywSajw/JPJZIwbN44xY8YAcD8sjKrNmhXLsn5arZb7YWHS9XHjxhXLcZqi1Wrx9/dn+fLl7Nmzh5SUlFy3uXPnTrYeXPb29nTv3p3x48fTqlWrEvcYCIJQMvj6+kqXH8fFGQ3yOLi6orC1RZWWxm8HjhMZ9cAi5dAiomL47YDuvVBha4uDq6vRdR/Hx0uXfX19Wbt2rXS9dnXLZqzWqVHZovt/WkpUFJEHDwIQceAAKffvY1+uXKGOQRCeJx06dCA4OJiBAwdy6NAhaXmFChX46aef6NKli1mP5+joyIoVK+jWrRvDhw/n3r170m3t27dn48aNVKhQwazHFARBEAThxSa6twuCBYSFhdGmTRvef/99KcBjawUtPW15r4Uz415ypnF52zwFeAxxtJHTuLwt415y5r0WzrTwtMUmM56TmprK+++/T9u2bQnTO3kuvFgGDhyIu7s7AAlRUcRFRhbxiAyLi4ggIbOngru7u1mz6ArD2rVr8fHxoU2bNmzZssVggEdha4uNvT22jo7Y2NujMFDjPSUlhS1bttC6dWsaNWrEypUr89UjTBAEIS/0gzwpepkxT5PJ5ZSpUgUAtVrDgrU7LTKeBWt2olbrspPLVK2KzEQZ3JSnMnnSM/u4AdgpDZedMxelrbVF9/+0O//9l/36v/8W6vEF4XlUoUIF/v33X7744gvkcjn9+/fn/PnzZg/w6OvatSsXLlygX79+yOVyvvjiC/bv3y8CPIIgCIIgmJ3I5BEEM9JoNCxYsCBb9o4MaF1ZSacadigV5o+rli+loHcdR16vZc8/1x5z7HYqWiAgIIBGjRrx5ZdfMmXKlHz1DxJKPkdHR5YvX85bb70FQOS5czi6uWFdjOr6Z6SmEnn+vHR9xYoVZimTUZimTZuW7bqVjQ2Obm7Yu7hg5+KCnbOzwZ4XqvR0HsfH8zgujpS4OJIePECdecLy3LlzjBkzhs8++4zly5fTu3fvQrkvgiA8/+rUqYO9vT0pKSkkPXiARq1GbiTrt0zVqkRfvYpWo2HB2l306dqWZj61zTaWkyGhLFy3G8geVDJEo1aT9OABoMt8rF27NjZ6762PU9NxsLfc51tqWobF9m3Inf37c1z3HjiwUMcgCM8jKysrPvvsM4YOHUrlyoWToVe6dGm2bNnCt99+W2jHFARBEAThxSPO+gqCmWRkZPD2229ny95xs5MztqkT3bwdLBLg0adUyOnm7cCYpk642emOlZXVM2TIEDIyCvcEhVD0evfuTZ8+fQBQZ2QQERKCVqst4lHpaLVaIkJCUGc+L/v27UuvXr2KeFQFZ+/qSuUmTajbqRNVX3oJ91q1KFW2rNGm5gobG0qVLYt7rVpUfekl6nbqRKUmTbDXK1UUHR3NW2+9Rb9+/XiQeXJTEAThWSgUCrp37w6AOj2d+Lt3ja5rbWdHOS8vQDeJ5e1p3xEbn2iWccTGJzJk2ndoNLosnnLe3ljb2RldP+7uXSkQ3r17dxQKBZ6entLtodfvmGVcxly+dtui+9eX+vAhMUFB2ZbFBAWR+uhRoY1BEJ53RRFsEQEeQRAEQRAsSQR5BMEMUlNT6d27N5s2bQJ02TttKiuZ0tKFaq6FW+Kjuqs1U1q60KaykqyuHhs3bqR37945egMJz7+lS5dSNrPnQkJUFFGhoUU8Ip2o0NBsZdqWLl1axCPK3Z9//pljmZOHB7XataNW27a4VqpkdEZ8buRWVpSuVIlabdtSq107nDw8pNu2bdtG3bp12b17d0GHLgiCIBk3bpx0+cGNGybXda9VCztnZwDCbkTw2shPnznQExufSNcRMwi7EQGAnYsL7jVrmtzmod44x48fD0CTJk2kZUEXwp9pTLkJumjZ/euL+O8/tJnBryxajYaIp0q4CYIgCIIgCIIgZBFBHkF4RhkZGfTp04e9e/cCoJDDEJ9SdPN2wMaqaJqn21jJ6ObtwBCfUmQlEO3du5e+ffuKjJ4XTNmyZVm1apV0PfrKFaLDC+9klSHR4eFEX7kiXV+5ciVubuZv6G1OixcvZujQodJ1K2trKvv6UrVZM+xdXMx6LHsXF6o2a0ZlX1+srHVB4piYGHr27MmSJUvMeixBEF48fn5+NGzYEICU2Nhce/NUadpUyko8EXyZln0mcyqkYBMGToaE0rLPZE5mbq+wtaWKr2+uvXhSYmMB8PHxoVWrVgA0bdpUWmff0cACjSev/j4alPtKZnL7qVJtWZ4u4SYIgiAIgiAIgpBFBHkE4RloNBqGDRsmBXhsrGB4YyfquVu2AXBe1XO3YXhjJ2wykwt+++03hg0bJpVHEV4MPXr0YNGiRdL1e5cuce/y5UIv3abVanXHvnRJWrZ48WJ69OhRqOPIrzlz5vDuu+9K1508PPDu0AFXT09kMssEcmUyGa6ennh36JAtq2fSpEnMmTPHIscUBOHFIJPJsmXz3A8LM/l5YOvoSPVWraRAT9iNCFr2ncLUOSuJiIrJ0zEjomKYOmclrfpOkTJ4FLa2VG/ZElsTvdi0Wi33w8Kk6+PGjZPed1u0aIFH5vvjbweOExllmbKWEVEx/HbgOKDLPLWktLg47p86ZfC2qJMnSY+Pt+jxBUEwLCUlhYCAADZu3MjPP//Mxo0bCQgIICUlpaiHJgiCIAiCAICiqAcgCCXZggULpBJtCjkMa+REzdKFW54tNzVLWzOskRM/nU1ApYFNmzbRuHFjpk6dWtRDEwrRpEmTSE5OZvr06YAuoyc1IQFPHx+slZZrVp0lIzWViJAQqUQb6IInEydOtPixn8XixYulxwzA3csLj9q1LRbceZq1UknVZs2ICg2Vsp+mT5+Oo6NjsX/sBMtQqVRcvnyZoKAg6S8iIoLU1FTS09OxsbFBqVTi6emJr6+v9FenTh0UCvG1T9AZOHAgM2bM4MGDByRERREXGYmrXo+bp9k5O1OzTRtuBQbyOD4ejUbD92t2smj9brp1aEnnNr741qtFnRqVUdpak5qWweVrtwm6GM7fR4P47cBx1OonE0zsXFyo4utrMsADEBcRka2054ABA6TbrK2tGTlyJLNnz0at1rBg7U7mfTTqGR+ZnBas2SmNffDgwcyfP79A+0m4dYvzS5aQZiJQkx4fj1alMnibVqXiwMiR2GSWzzPE1tmZBhMn4lSlSoHGKAjCE/Hx8WzYsIE1a9YQHBxscJKcXC6nUaNGDBs2jLfffhsnJ6ciGKkgCIIgCALItMWlC3cxFhERQaVKlQC4c+dOtkavgnExMTE5ZjxGR0dL/UFKurCwMBo1akRqaioydCXaiksGjyEXo9NZF5KIFlAqlQQHB+Pt7V3UwzKL5/25Zk5Llixh0qRJ0nUra2sqNmiAi4WyUrRaLXEREUSeP49ar1TgkiVLmDBhgtmPZ067d++mZ8+e0vXydeviXqtWkY0nOjw8WxbUrl27in0WlHht5p+hx+z+/ftcuXKF5cuXs2fPngLNHLa3t6d79+6MHz+eVq1aFVqgsrCI51r+/fzzzwwfPhzQfRZ4d+iQa9Bfq9EQffWqLvunAFnBMrmcct7euNesabJEG+gmB4QdOCB9duzYsYNevXplWycyMpLq1auTnp6OXC7n+LYFNPOpne9xGXMyJJRWfaeg0WiwsbHh9OnT+Pj4ZFsnr8+zE598wvVC6K1WvUcPWnz1lcWPk1fitflsXsTfoeHh4ahUKhQKBbWK4HuXSqVi7ty5fP311yQnJ+d5OwcHB6ZPn860adPEpArB4m7evEm1atUAWLNmTbay0s/zsQVB36FDh2jfvj0ABw8e5OWXX873PqpWrcqtW7cYMmQIa9euNe8ABSEX5v7OI8q1CUIBqNVqhg0bRmpqKgCtKyuLdYAHdKXbWlfWnbxJTU1l2LBhqNXqIh6VUNgmTpzIrl27pB446owMbp85w81Tp0z2ZSiIlLg4bp46xe0zZ6STdO7u7uzatavYB3hiYmIYNerJjHB3L68iDfCArgG6u5eXdH306NE8eGCZ8kRC8fLyyy/Tpk0btmzZYjDAo7C1xcbeHltHR2zs7VHY2uZYJyUlhS1bttC6dWsaNWrEypUrSUpKKozhC8XUm2++KV1WZ2QQERKSaxlPmVxOOS8v6rz6KuW8vQ0+1wxR2NpSzttbt52XV64BHq1WS0RIiPTZ0bdv3xwBHoCKFSvy2WefAboSum9P+47Y+MQ8jSk3sfGJDJn2nTR7f+bMmZQvX77A+6vQti1YOrgqk+mOIwhCgYSGhtKiRQs++eSTbAGeah5yOjdVMPp1Gyb1sGH06zZ0bqqgmseT97Lk5GQ++eQTWrRoQWhowfqWFYVDhw4hk8ly/CkUCkqXLk21atVo27YtU6ZMYceOHaSnpxf1kAVBEIQCGDp0qMH3e1N/IvBVsogpJoJQAAsXLuT4cV19djd7OV1q2hfxiPKmS017Lsek8+CxhuPHj7No0SLee++9oh6WUMh69OhB7dq1qVOnjrQsISqKhKgo7F1dKVOtGi4VKiC3ssr3vjVqNXGRkTy8eVNqlJ2lX79+LFmyRAowFWcTJkwgJkbXa8LJwwOP2uabGf4sPGrXJjUhgYSoKKKjo5kwYQJbt24t6mEJFnb58mXpspWNDY5ubti7uGDn4oKds7PUK0WfKj2dx/HxPI6LIyUujqQHD1Bnnpg5d+4cY8aM4bPPPmP58uX07t270O6LUHwlREURFRpKeb3PBmOs7ezwqF2bcl5eJMfG8jgujsdxcaSnpqLVaJDJ5dgolbrnqIsLDq6uuQZ29EWFhmYr07Z06VKj63744Yfs2rWLoKAgwm5E8NrIT/lz9WxcnUvl+XhPi41PpOuIGVL/oKZNmzJt2jRin/pcy4/KnTvTwdmZ4x9/zOPo6ALvxxg7d3daffMN5Zo3N/u+BeFFEBgYSOfOnXn06BEAchl0bqqgW0vrbMGcp92I0vDb8Qz+DlSh0UJQUBB+fn78888/+Pr6FtbwzU6tVhMbG0tsbCw3b97k6NGjLFy4kLJlyzJp0iQ++ugjkbEkGLR27VqGDRsGwI0bN6hatWrRDkgQhAJ7Xqr/vCjEp7Ig5NPVq1eZMWMGADKgT11HbKxKRtkbGysZ/6vnyA+BCWiBTz75hG7dulGzZs2iHppQyMqUKWNweUpsLCmxsdy9cOHJiWRnZ+xcXIyfSI6L43F8fI4TyVnc3d1ZsWKFwVnYxdGvv/7K9u3bAV0JI08fn2JT2komk+Hp40PYw4eoMzLYtm0b//vf/8RJ+ueIsewse1dX3KpVwzmPAViFjQ2lypalVGZJJI1aTdzduzy8cUMKwEZHR/PWW2/Rt29fli5dWiICsIJlRV+5gpVCkefMRZlcjmOZMjga+Uwp0BjCw6UeZAArV640+dxUKBRs2bIFPz8/YmJiOBF8mZZ9JrN+7gcFKt12MiSUIdO+kwI87u7ubN682SwnMz1atKDrzp2cnDGDyEOHnnl/WSq+/DLNv/wSpaur2fYpCC+S0NDQbAGeymVlTH3LFu9KuX/eVvOQ825PW7o0VTD/1zRux2h59OgRnTp1wt/fn9rFZKJQXowdO5Zx48ZJ15OSkoiNjeXcuXP8999//Pvvv8TExPDpp5+yd+9efv/9d1F68QVUtWrVXDN/BUEofr766ivef/99k+vExsby8ssvo9FoqFWrFi1btiyk0QnmIII8gpBP8+bNy1amrZqrdRGPKH+qu1rjV1nJsduppKamMn/+fFasWFHUwxKKgbp163Ips+eLOj2d+Lt3ib97V7pdYWuL3MoKmVyOVqNBo1ajSkszur+GDRsyfvx4BgwYgGMuzbWLi6SkJMaPHy9dr9iwYa49KgqbtVJJxQYNuH3mDADjxo2jc+fOJeYxFozbvXs3I0eOzLbMycODct7e2Lu4PNO+5VZWlK5UidKVKpESF8f9sDApU2Lbtm0cOHCAVatWFfs+T4Ll3bt0CbVKhUft2oUa4NZqtURdvkx0eLi0bPHixXl6TtaqVYv9+/fTsWNHYmJiCLsRQcu+U5g8pAdThvXC0yP3k5ARUTEsWLOThet2SyXa3N3d2b9/v1n7gihdXWm7dClXNm/m7Lx5aJ6h9JHcxobG77+P14ABxWYygiCUNBkZGQwaNEgK8NSvKueLt5U4KPP3mvKuZMWCsXbMXJ/KhZsaHj16xODBgzl+/HiJyXhxd3enfv36OZZ37dqVDz/8kIsXLzJ48GDOnj3LqVOn6NWrF//99x82BiaCCYIgCMVLxYoVqVixosl1VqxYIX0PfvvttwtjWIIZiZ48gpAP8fHxbNy4EQBbK+hUw66IR1QwnWvYYZM5MW3Dhg0kJCQU7YCEYuHgwYMcO3aM/v37Y2+fswShKi2N9JQU0pKSSE9JMRjgsbe3Z8CAAfj7+xMcHMyoUaNKVPBh06ZNRGeW0XHy8MAlly9BRcXF0xMnDw9Al42xefPmIh7Ri0mlUnH+/HnWrl3LxIkTadWqFZUrV8bd3R0XFxfc3d2pXLkyrVq1YuLEiaxdu5bz58+jUqly7Gvx4sX07NlTyuSxsramsq8vVZs1e+YAz9PsXVyo2qwZlX19sbLWTVSIiYmhZ8+eLFmyxKzHEkqm6CtXuHnqFBmZk1osLSM1lZunTmUL8MyZM4eJEyfmeR8+Pj74+/tL5ZE0Gg3fr9lJ1fZv02v8LFZu/YPA81dITklFrVaTnJJK4PkrrNz6B73Gz6Jq+7f5fs1O6Ydt06ZNOXbsGA0bNjTvnUWXlek9cCCdt2zBqXr1Au3DqXp1Om/divfAgSLAIwjP4LvvviMoKAjQZfAUJMCTxUGp275yWd32gYGBzJ0712xjLWr16tXD39+fxo0bA3Ds2DGWL19exKMSBEEQzGX9+vWA7rvq4MGDi3g0Qn6JII8g5MOGDRukJpxNytuiVJTMl5BSIadJeV2z5OTkZDZs2FDEIxKKA5lMhp+fH5s3byY+Pt7oyWtnZ2ejJ6/j4+PZtGkTrVq1KnEnnbRabbYfquW8vYvtfZDJZJTTq4+7bNkyUTahkGi1Wo4dO8aAAQNwdnamYcOGDBs2jKVLl3L8+HHu3LlDTEwM8fHxxMTEcOfOHY4fP87SpUsZNmwYDRs2xNnZWQqGarVa5syZw7vvvisdw8nDA+8OHXD19LTYc1Amk+Hq6Yl3hw5SwBBg0qRJzJkzxyLHFIq/r7/+WrqcEBVF2IEDxN65Y7H3F61WS+ydO4QdOCBllgEsWbKEjz76KN/7q1WrFidOnOCrr76SZpar1Rp27fdnzGeLean3RBwbdUdR5zUcG3Xnpd4TGfPZYnbt90et1gV3bGxs+Oqrrzh+/LhZM3gMca1dmy7bt+Pi5ZWv7Vy8vOiyfTuuok66IDyT+Ph46X1PLoOpb9kWOMCTxUGpK/Umz9zN119//VxNqLOzs2PDhg3S95N58+aRkZFhdP3Y2Fi+/PJLWrZsiZubG7a2tlSoUIHu3buzc+dOk8fKavz9+eefA7oJaT169KBChQrY2dlRp04dZs+eLf0+z/Lnn3/y2muvSevVrVuXOXPmkG4iczI9PZ29e/cyYcIEXnrpJVxdXbG2tqZMmTI0b96czz//3GhJ3SxVq1ZFJpMxdOhQQFcGcOTIkVStWhVbW1vKlStHz549OXHihMn9gK4n0rJly2jevDlOTk44OzvTpEkT5s2bR5qJSgr5FRQUxPDhw/Hy8sLBwQGlUkmlSpXw9fVl/Pjx/Pbbbzm+A9y8edNgU/ZDhw4hk8mkfjwA1apVy9HI/ZCRcqX79+9n0KBBVKtWDTs7O5ycnPDx8WHatGncu3fP5P24e/cuH330EU2aNMHZ2RkbGxs8PDxo0KAB/fv3Z+3atc/8OoyJiWHWrFn4+fnh7u6Ora0tlSpVws/Pj1mzZhEWFmZ025s3bzJlyhTq1atHqVKlsLe3p1atWowePZrz588b3OaLL76QHrNwvUkwxrz22mu634jlyhmcUAZw6tQpRo4ciZeXF46Ojjg4OFC7dm3Gjx9v8hhr166VxnLz5k3S0tJYuHAhLVq0wM3NLdvr1BzHy/L48WO++uorfHx8cHBwoEyZMvj5+bF69WppUo65nT59mv79+1OpUiXp9TB06NBsPVL19erVS/e7ytVVqvhjjEqlwsPDA5lMRqdOnfI8pt9++016/Ldt25br+lOnTkUmk2FlZcWdO3fyfJzw8HDp/aldu3ZUqVIlz9sKxUPJyBsWhGLg6RPALT2LVwmn/GrpqeREhO4L4vLlyxk3blyxPaEtFD6FQkH9+vWpX78+Q4YMKerhFAp/f3/OnTsH6PqfmDt7wtzsXVywd3UlJbNWekBAAH5+fkU9rOdWUlISGzduZPny5UZ/jEHeyhqmpKSwZcsWtmzZQoUKFbirVxbR3curUMtkWSuVVG3WjKjQUKkPyvTp03F0dMxXFoXwfBgxYgR16tRh1KhRxMTEoM7I4PaZM8TdvWuWsoH6ni4bCLpSQStXrnymsoEKhYLp06czZMgQVq1axapVq4jSO4Yx5cuXZ9SoUYwcOTLXUhbmJJPLSYqMzNc2SZGRyPLQm0sQBNP0J/B1bqrIUw+evPCuZEXnpgr+Oq2SJtTplwMu6erVq0fHjh35559/iIyM5PTp07Rq1SrHen/++ScDBw4kLi4u2/J79+7x22+/8dtvv/H666+zdevWXDP/v/nmG6ZPn54t4BAaGspnn33Gvn37+Pvvv3FwcGDKlCksWrQo27aXL19m+vTpHDlyhN9//x0rA++fo0aNYt26dTmWP3r0iFOnTnHq1CmWLl3Knj178vR9e+fOnQwePJiUlBRpWXR0NLt372bv3r1s2rSJvn37Gtw2MTGRrl274u/vn2352bNnOXv2LFu3bmX16tW5jiE3CxYs4P33389xsjwiIoKIiAjOnDnD8uXLSUxMtGhlhuTkZAYPHsyuXbuyLU9NTeXcuXOcO3eOFStWsGXLFt54440c2x89epQ33ngjRxDn/v373L9/nwsXLrB161bc3NwMbp8XmzZtYvTo0TkCilmPVUBAAD///DM3b97Mse369esZNWpUjuDc1atXuXr1Kj/99BOzZ8/m448/znb7oEGDpMDJ5s2bmTlzptHxPXjwgP379wPQt2/fHCUiVSoVkyZNMlimPywsjLCwMFavXs2yZctylI42dKyePXsSHBxsdB1zHO/u3bu88sorhIaGSstSUlIICAggICCAnTt3MmXKFJNjza+ff/6Z0aNHZwuSRUREsG7dOrZu3cq6detyvG5HjBjBrl27iIuLY/fu3fTr18/o/v/880/u378PwDvvvJPncb3++uvSb8Y1a9YYfe8A3WOfVX2oY8eOVKpUKc/HycriAVGqraQSQR5ByKPDhw9L0ftqLgrKlyrZL58KpRRUc1FwI07FpUuXOHLkCO3atSvqYQlCkdEP4rpVq1aEI8m7MtWqkRIbC+iyeUSQxzJ27NjBuHHjpFJ+WaxsbHB0c8PexQU7FxfsnJ1RGKhLr0pP53F8PI/j4kiJiyPpwQPUmbNJ9QM85evWzXPDe3OSyWSUr1MHK4WCe5l9uSZNmkSlSpVEj54XUI8ePWjdujUTJkyQZgsmREWREBWFvasrZapVw6VCBeQFCDJo1GriIiN5ePOm9N6VpV+/fixZsgQ3Nzez3I+KFSvyxRdfMGPGDE6ePElgYCBBQUFERESQnp6OjY0Nnp6e+Pr60rRpU5o3b461deH3WbwXEIDqqZNGuVElJxMVEEDFl1+2zKAE4QWxZs0a6XK3luZ9/b/Zwpq/TutOFP7888/PVZAH4NVXX+Wff/4BdCfZnw7y7N+/n27duqFWq6latSpjx46VslIiIyPZtm0bGzdu5I8//mDIkCHs2LHD6LH++usvTp06RcuWLZk4cSJeXl48ePCARYsW8ddffxEQEMA333xD6dKlWbRoEV27dmXEiBFUrVqViIgI5syZw4kTJ9i3bx+rV69mzJgxOY6hUqmoXr06PXv2pFmzZlSuXBmFQsGtW7f4999/+fnnn3n48CE9e/bkwoULuLu7Gx3vuXPn2LZtG+XLl2fq1Kk0bdoUrVbL33//zTfffENqaiqjRo2iQ4cOlC2bs2fcwIEDpQBPs2bNmDJlCrVq1eL+/fusXbuWX375hdGjR+fp/2RqjFkBnmrVqjFhwgQaNWpE6dKlSUpKIjw8nIMHD+YIvJjy0ksvcf78efbs2cOMGTMA+Pvvv6lQoUK29arp/c5Sq9W8+eabHDx4EJlMRr9+/ejVqxfVqlUjIyODU6dOMX/+fG7fvk3v3r0JCAiQyrICpKWl0a9fPxISEihVqhRjx46lffv2uLu7k5GRwa1btzh+/LjJ51du1q9fL016VCqVjBw5kq5du+Lh4UFSUhLnzp1j7969BjNT/vjjD4YOHYpWq8XR0ZGpU6fy6quvolAoCAgIYM6cOTx48IDp06fj4uLC2LFjpW1r1KhB8+bNOXnyJJs2bTIZ5Nm2bZsUmBg4cGCO24cPHy6dwO/atSsDBw7Ey8sLmUxGcHAwCxcu5OLFi4waNQoPDw/efPNNo8caPnw458+f5+2336Zv3754eHhw+/ZtbG1tzXY8lUrFG2+8IQV4OnXqxNixY6lUqRK3b99m+fLl7Nu3j4cPHxodZ34FBwezefNm3N3d+fjjj2nWrBmpqan8+eefLFy4kLS0NCnTrFmzZtJ2Xbp0oVKlSv9n777Dmyy7B45/k3Sku4VSChQou0WgYBGhLEURcLGUvVSWDAVRVEQc6Mv7qohsgZ8yZK9SkS0IQimjBUpZpUAZbSkt0L0zfn+keUhok+4F9+e6el0Zz7ifrCbPuc853Llzh5UrV5oN8uj/57i4uNC3b99Cj02hUDBy5EjmzJnDgQMHiIqKwsPDI99ld+3aJf1mLUogSavVSsEhW1tb3nrrrUKvK1QeVfsstSCUoz///FO6XNWzePQ6eCiJTEwFICAgQAR5hKeWSqUiICAA0J24d3rsx0hl5Vy7NjEXLqDOziYgIACVSlVlmvtWBfHx8UyaNInNmzcb3W7r4oJrgwY4FfJEt4WVFQ41auCQ+0Neo1bz4NYtYi5cgNwZqW5NmxYpwKPVaEhLSCAjMZGMxESyMzPRajTI5HKslEpd0MnZGTsXF2TywpUWdWvSBLVKJWX0jBs3jk6dOpXaSXeh6nB1dWXjxo28/fbbRgHO9IQE0hMSiLlw4VGA08kJG2dn0wHOxEQykpLyBDj13NzcWLp0Kf369SuTY7G0tKRTp0506tSpTLZfUndyZ94WZz0R5BGE4ktLS5Nmojdwl9PAvXTLcDesJcfTXcbNWC3nzp0jPT09356XVdWzzz4rXb6a+71BT5+ZoVareeWVV/D39zc69jZt2vD666/TpUsXxo4dy/bt2zl48CAvvfRSvvs6deoU/fv3Z9OmTUZZOC+//DKdOnXixIkTLFiwgJycHKZMmcK8efOMxvnyyy/TvHlzbt26xdKlS/MN8nzzzTc0bNgwTyZ127Zt6d+/PxMmTMDPz4/4+HgWLlzI7NmzTT42Z8+exdfXl4MHD+Lk5CTd3r59exo3bsywYcNITk5m7dq1eTIRdu7cyc6dOwFd+a2AgACj7/avvvoq3377rdkT/oWxdetWNBoNdnZ2BAUFUbNmTaP7O3XqxDvvvENSUlKhX7d2dna0aNGC4OBg6bamTZvi6elpcp1ffvmFf/75B0tLSwICAujVq5fR/e3bt2f48OF07tyZixcvMmXKFI4ePSrdHxgYKE2YWr9+fZ5Mneeff54BAwbw448/GmVVFVZMTIwUeHFzc+PgwYO0aNHCaJnOnTszceJEoqKijG7Pyclh3LhxUoDn6NGjtG7d2ujY+vfvT4cOHbh79y4ff/wxb7/9ttH37qFDh3Ly5EkiIiIIDg6mbdu2+Y5T359VHxgytG3bNingsmLFCkaPHm10f9u2bRk2bBivvfYahw4d4oMPPqBXr14mf1OeP3+e3377zSiAYPh5UBr7W7p0KWfPngV0WXbLli2T7vP19aVv37689957/P777/mOsThCQ0OpX78+J06cwN2glHWXLl3o0aMHr7zyCiqViokTJ3L69GnpfrlczjvvvMO3337L33//zZ07d/LNnomLi2PXrl2A7nk1DIoVxujRo/nvf/+LRqNhzZo1zJgxI9/l9I9J9erV6d27d6G3/++//0qZaH379sXBwaFI4xMqh6rZUEQQKoDRl5Xq5T/Tsyw0MTgOfcNRQXgaXb58Wfrib+/qWqwZ6hVBrlBgn/tDID093SidXSiZHTt28MwzzxgFeBzd3WnStStNunTBpW7dYr9O5AoFaQ8eSAEeR3d33L28CrVuTkYGsZcvc2n/fq4fO0bMhQskREWRdv8+6Q8fknb/PglRUcRcuMD1Y8e4tH8/sVeukJORUajtu3t5ST164uLimDRpUrGOUXgy9O/fn+vXr/Prr7/SqlUr6XZ1djZJMTHcvXSJG0FBXNyzh4t793L5wAGuHDzI5QMHuLh3Lxf37OFGUBB3L10iKSbGKMDTqlUrli1bxvXr18sswFPZaXJyiP7nn2KtG3XoEBozfTAEQTAvNDRUKlPV1KNsTos0raP7nqDRaAgNDS2TfVSU6tWrS5cTHsvMXLlyJffu3UOpVPLHH3+YDBKMGTNGmhFvmFX1OFtbW5YvX56nzJpCoZAyWlJSUqhRowY//PBDvuvrMzHOnz9PUlJSnmUaNWpktlRuy5YtpZPVO3bsMLmc3u+//24U4NEbMmSIlNliGKzQ05e3sra2ZsWKFfmeaJ85c2aeQENR6cuYNm3aNE+Ax5CTkxPyQk4WKqqcnBzmzp0LwKRJk/IEePRcXFz48ccfATh27BjXrl2T7jMsx9qlSxeT+7KwsMDR0bHIY1y4cKH0G3HZsmVmH/fHMyv8/f2Jzi3H+sUXXxgFePTq168vHVt6enqe94Fh6bV169blu9+bN29y/PhxIP8sHn2vzb59++YJuOgplUoWLVokbc9U3ySAbt26mc0QKY396d8HNWvWNAraGpo/f36+mXAlMXfuXKMAj96LL74olZULDg42CvKALmNGLpdLAZj8rF27VupfVpQMG72GDRvy4osvAhj1wjIUFxfH7t27gaIHkgzH/bSU638SiSCPIBSCRqORZhI4K+XYWT0Zbx17KznOSt2xnD17tsya1wlCZWcY5KzsvXgeZzheEawtHQsWLKBv377Ex8cDoLC0pJ6vL57t2pXK6yMxJoak3FmHCktLPHx8CuzBo9VouBcezuW//+be1at5+vyYosrKerReeDjaAj7nZTIZHj4+KHLLVm3atKlEJS6Eqs/e3p5x48Zx7tw5jh07xuDBg/M9YafKyiI7PZ2s1FSy09PzfY3a2toyZMgQAgMDOXfuHGPHji3TOv+V3b1Tp8g20Qja46WXeH33bjy6dcv3/uzkZO49dpJBEITCu3HjhnTZs2bZ/LYz3K7h/p4Ehp/dKSkpRvfps+O7du1qtqwZPDoxHxQUZHKZ7t27U61atXzvM5yA0K9fP5NlN318fKTLkZGRZscEusDV9evXuXjxIhcuXODChQs4534HvHTpknSyNj8tW7Y0GpchmUxGmzZtgLyvCZVKxZEjRwBdearHy5zpyeXyEp+ErVWrFqA7llOnTpVoW8V16tQp7t69C8CAAQPMLmsYwDF8reiPA8wHCotLn3nRoEGDImVFAPz999+A7jk3d1L/7bfflgKC+nX03Nzc6N69O6D7Tp7f+Rp9Fg/ogoiGoqOjpd+HBT3G3t7eUhaRufdjfoGk0txfTEyM1CZhwIABJoPE9vb2Be6jKFxcXMw+x4bP4ePPU/369Xn55ZcB0wEY/euzdevW0mdAUemDZhERERw7dizP/X/88YdUtq8ogaTMzEy2bt0K6Modm8qqFCq/J+NMtSCUsatXr5Kaqitr5uH4ZJVCquOgmxGVkpKSbx1ZQXgaGAZHbKpYkMfGYJagCPKU3Jw5c/jwww+l647u7jTr1g0XD48CAzGFoVapiD5/Xrpep1UrLJXmS4BmpaYS8e+/xF65IgVpFAo5fbt3ZNm3HxK8fRGp5wJQX9lD6rkAgrcvYtm3H9K3e0cUCt1XPa1GQ+yVK0T8+y9Zuf/PTLFUKqnTsqV0fcKECdL/QOHpJZPJ6NixI+vXrycpKYmwsDBWrVrF5MmT8fPzo169eri5ueHk5ISbmxv16tXDz8+PyZMns2rVKsLCwkhKSmLdunX4+fmVyvupqsuvVJvcyornvvySzvPn41i/Pp0XLKDtzJnI8ymHV9xSb4IgQLZBZqF1GRVpMNzu403XqzrDwM7jGRL6Chj79u1DJpOZ/fvpp58A44yMxzVt2tTkfc4G39sLu9zjQSm9sLAw3n33XWrVqkW1atVo3LgxLVq0oGXLlrRs2ZKvv/4a0E0AfTx7yZBXAdnZ+oDV4+O4fv26lDXy3HPPmd2GYU+Q4hg8eDCWlpZkZWXRsWNH3njjDX799VcuXryINjfTvKwZVkrp0KGD2deJYVDR8LXSqVMnGjZsCMCUKVNo164dc+bM4fjx40bv8eLIycnhwoULgK4kW1G/t+jX9fT0NBvstLKykk7669cxpA+q3L17l0OHDuW5X5/h07ZtW5o1a2Z0n+FjPHjw4ALfj/fv3wfMvx9NBTBLa39hYWHS5bJ+Hxhq06aN2bLnrVu3xir3u1h+z5M+AHPt2rU8WXrBwcHSOsXJ4tHr16+f9PmRX1BTf9uzzz5rFNguyI4dO0jOnXQ0bNiwMsveE8rek3W2Wqj09B/iVc0/BqU0PByqRhmnwvJwtOBivG4m0j///GNyllRllt/rqqq+1sqLeMyMnThxQrpsk09phcrMMCh14sQJKfukMqhqr7MVK1bwxRdfSNfdmjbF3curVE9GJ0ZFSRkOju7uONepY3b5jKQkbhw/jir3h6pcLmfqqL5MHdWPOu55e+XY2SrxbdEE3xZNGDvoVaJj7/Pzym38snoHGo2GjKQkrh07RsMOHcy+1p09PEiMiSE5Npa4uDiWLVvGiBEjSnDkZauqvdYqg5I+ZjVr1uTVV1/l1VdfLfQ65k6KVQWl+TrTqtXcfmwmqJ2nJy1nzcKhYUOj7bq8/DLtGjYk7NtvScutlw5w+8ABPMeNQ1aJS4yK96FQWVkZBE6zyqjyoeF2i9p/obIzfG8b/n7MyckhMTGxyNsz1y/FXE8Yw5ORhV1OrVbnuf+3335j/Pjx0iz4gmSYKYNbUA8b/VgeH4fh/8iCMqDMlVgrDC8vLzZs2MCYMWNISEjgr7/+4q+//gJ0ffl69uzJ2LFj6dy5c4n2Y46+319RGb5WLC0t2blzJ2+99RaXL1/m9OnTUiktGxsbunbtyvDhwxk4cGCecn8FefjwoRTwMswYKsr6ULjnSl8iTL+OoT59+mBnZ0daWhrr1q2TMkYAzp07x6VLl4D8M2xK4zF+nIuLi8n7SmN/5fk+MFTQviwsLKhWrRqxsbH5Pk+9e/emRo0axMfHs3LlSqP3jr5PjrW1tdlMqIJYW1szfPhw5s+fz+bNm1mwYAF2dnaALjPu4sWLALz33ntF2q5hqbbK/HtPKJgI8gjlqnnz5hU9hBKr84Rl8hhmJr3//vtSY8Gq7kl4rZU38ZiBhbV1vs3DKzMLKyssrK1RZWVx+vTpAr+gVrSq8jqr1bw5bk2alOo2tVot9w1KhNRs1sxsACkrNdUowNOsgQdrfviEdj6F698DUMfdlbmfj2PAq10ZOf1HwiN1QaYbx4/TuHNnrE2UypLJZNRs1ozk3Jl1H3/8MR9//HGh91sZVJXXWmUiHrOiK+5j5mppyXyDz5i/Hz5k3eXLZOfWUs+PlUzGsJo1eSn3hGp2QgLP1KvHfdGbRxCKTD/7H+DmvbIpWW24XcP9PQn0pcwBo+wBw8DFgAED+PLLL8t1XMVx5coVKcDj5ubGJ598Qrdu3fD09MTBwUEqAff7779LJ0/LItvFcJsFlvEthf3379+fl19+mU2bNrFv3z6OHj1KfHw89+/fZ+3ataxdu5aRI0fy+++/l8nMfsPXyuHDh436PJnz+G+d5s2bExYWxs6dO9m5cydHjhzh+vXrZGRksHfvXvbu3cvPP//M7t27i/07qSQTvgqzrrnn087Ojt69e7N+/Xq2b9/O0qVLUeZWAdCXapPL5QwcODDPuoaP8bp168xm4RgyF8gxFywrjf2V9/ugsPsqaH9WVlaMGDGCuXPnsmXLFhYsWIC9vT2ZmZls3LgR0AXsSjqpevTo0cyfP5/U1FS2bt0qlW7UZ/Eolco8ZfvMuXfvHvv37wfA19dX/Bao4p6ss9WCUA4crZ+s1MUn7XgEoSTklXg2tDlVddyVlVvTpkUK8Gg1GtISEshITCQjMZHszEy0Gg0yuRwrpRIbZ2dsnJ3RajRk5qbC27q4mO3vo9VouBUcLAV42rf2Zs//fYezY/H6lzzv40XQ5l/oNXomJ0OvoMrO5lZICE06d0Zm4oe7rbMzti4upFfx7AtBqIwe5ORwLDGR+kolW+PjCTZRPshQtlbL77GxhKWl0b9GDW5mZvJABHgEoVhat24tNcq+GlU2QZ6r0boTnnK5vEilc6qCAwblIjt16iRdViqV2Nrakp6eTmJiotlG9ZXFqlWrUKlUKBQKDh8+jLe3d77LlXU2quHJ33v37pldtrgZE49zcnJi7NixjB07FtD16Pnzzz9ZuHAhMTExrF69mjZt2hiVMi4thkEdKyurEr1WFAoFffr0oU+fPoCutNmePXtYsmQJISEhhISEMG7cOPz9/Qu9zWrVqkmfETG5vTSLQv98mit9pqd/vk0FAIYNG8b69etJTk7mr7/+4q233kKr1bJhwwYAXnrppXyzjQwfY5lMVubvx9LYX0W8DwqzL5VKJX0GmHqeRo8ezdy5c6UAzKhRo9ixY4e0XklKtem1aNGC559/npMnT7Jy5UpGjhxpFEjq27evUXnKgqxbt04KzpW015dQ8cTZXUEoIkv5k1VD/kk7HkEoCVMnuyu7qjruysjR3R33Amqp6+VkZBB7+TKX9u/n+rFjxFy4QEJUFGn375P+8CFp9++TEBVFzIULXD92jEiDsoCuDRqY3XZcRAQZSUmALoNn94rZxQ7w6Lk4ObDn/76jWQMPADISE4m7ds3sOtULGKcgCMWjBZbGxPDZjRuFCvAYOp2Swmc3bvBrTAzl0zlBEJ48tra2tG7dGoDIWA2RsaUb6LlxV8PNWN07tHXr1gWW8KpKLly4wMGDBwGoW7cubdu2Nbpf318kMDDQbNmnykJf4sjHx8dkgAeM+42UhUaNGkmvE33JMVMKur+4mjdvzmeffcaJEyekMlCbN28u0jYKm/Vi2Hxen0lQWmrVqsW7775LUFAQzz77LAB//fWX2TJ7j7O0tJSCFEePHi1y1oh+3Zs3b5oNRuTk5EiZcaaCIt27d6dGjRrAo+ydf//9l6ioKCD/Um1Qto9xWe2vpUFf0PJ8H5w7d85sucbQ0FCpz5Op58nLy4uOHTsCjzJr9KXa6tWrZ1RqryT0/X/+/fdfbty4wfbt26UymUUNJOlLtVlaWjJ48OBSGZ9QccRZIUEoIosn7F2jeMKORxBKQt/UvqqpquOubBSWlnj4+BRcGkCj4V54OJf//pt7V69KPXYKYvg8ZaWlmXzecjIyuHf1KqCb/bvmh09wcXIo5FGY5+LkwOofPpHKbtwLDyfHzA9e59q1UVSxEoaCIAiCUBjvvPOOdPnPoNLNitt54tH2SmP2dmWRkZHBiBEjpBPeH3/8cZ5m5W+++SYAaWlpLF68uNzHWFT6E7vmAlKxsbEEBASU6TgsLCzo2rUroDtBfvfu3XyX02g0rF69ukzHUrduXZo2bQoUvbeavpQYQJaZ78idOnWSMiJ+/fVXqfF7abK0tJQeU5VKVeR+UW+88QYAkZGRRX7+9Sf0tVqtdKI/P1u3biUpd2KXqSCAhYWFVI5t9+7dJCYmsm7dOkD3ePft2zff9Ro3biyV39q4cSO3b98u0jEUVWnsr3bt2lKwdcuWLSYDc2lpaUUOQJrz8OFDdu7cafJ+w+fQXLBmzJgxgC4A888//0gB8VGjRpVa2cNBgwZhb2+PVqtl1apVUkDJ09OTl156qdDbCQsLIzQ0FIBXX30VV9e8/V6FqkWUaxPK1aVLl6rkB8eECRPYunUrAKon7Fyq2uB43n777SrxRfxx9+/fz1M7tKq+1sqLeMxgxYoVfPHFF0a3afJpxFoV6Mft4eHBmTNnKng0j1T211lqairt2rWTfrzWadUKS4MfpvnJSk3lVnCwlGUDoFDIebNbB3p2botviyZ4NayLjdKKjMxsrty4Q8iFCPYeDebPQ0Gocz9074WHkxwbS/22bfP0xXlw86YUAJo6qm+RevAUxvM+XkwZ2YefV25Hq9Hw4NYtk9lLcoUCe1dXknLLVBw5csTsLNeKUtlfa5WReMyKTjxmRZffYyYIlcXw4cP57LPPSEtLY1+wip5tLWhWt+QlcK/cUbMvWBc4sLOzY/jw4SXeZmVw6dIlhg8fLmUddO3aNd9+ruPHj+fHH3/k/v37fPnll7Ro0YJevXqZ3G5gYCBqtZouXbqU2djNadKkCXv37uXq1aucOHGC9u3bG92fnp7OkCFDipQFUlzvv/8+e/bsISsrSyov9ngPlDlz5hAWFlai/ezYsYMXXnjBZFmnO3fucOXKFQAaFDGr27Bs2PXr1416NhlSKpV8/PHHzJgxg9jYWAYNGsSWLVukDKLHpaSksHr1aiZNmiTddvToUWrVqkXjxo3zXSc7O5sjR44AYG9vL2XDFNakSZP45ZdfSEtLY9y4cTRu3NhkFkdUVBQeHh7S9b59+1K7dm1iYmL4z3/+Q69evfKUbbxz547U89LW1tYo8Py4oUOHsmjRIrKysli/fr10furNN9/E0dHR5HozZ85kyJAhZGZm0q9fP/bs2WPyccjKyuK3337j3XffNQrWFUVp7O/999/ngw8+IDY2lmnTprFkyZI8606dOrVUy7UBfPTRR/j5+VGzZk2j248cOcLy5csBXd+a5557zuQ23n77bT788EOSkpIYMmQIGo0GmUxm9rktKnt7ewYNGsT//d//sWzZMum37KhRo4rUP8owWDxixIhSG59QcUSQRyhXrq6uRf7HWhkYfvnJ0TxZhTEMj8fZ2blKPj/5qaqvtYr0ND1mO3bsMArwWNrYkJORgSorC1V2NhZVKHNBlZ0tZZLUq1ev0j+Hlel1tn37dulLsaO7O8516phdPiMpiRvHj0t9cuRyOVNH9WXqqH7Ucc97ktfOVolviyb4tmjC2EGvEh17n59XbuOX1TvQaDRkJCVx7dgxGnbogI2TE4AUdAFd8GjqqH6leciSqe/0Y/6aHajVGh7cvEnNpk3N9ubRB3kiIyMr7CRMUVWm11pVIR6zohOPmSBUXU5OTsyYMYMvvvgCjRbmbs1i3vs22CmLX846LVPL3K1Z6H9izZgxw+wJ2MokLi6OCxcuSNfT0tJISEjg/PnzHDx4kAMHDkgZPO3bt2fr1q1YWlrm2Y6joyMbNmygV69eZGVl8frrr9O/f3/69+9Po0aNAF3PlJCQEPz9/Tl//jwLFy6ssO8Xw4cPZ+HChWg0Gl599VWmT5+On58fSqWSkJAQ5s2bR0REBB07diQwMLBMx/LGG2/wxhtvsHPnTnbu3EnHjh2ZOnUqTZo0IS4ujlWrVrFp0yaee+65EpWq+uWXXxg6dCivvfYa3bp1w9vbGycnJxISEggODmbhwoVSUCu/QJ45bdq0QalUkpmZyZdffomFhQWenp5SFkOdOnWwsbEBYPr06Rw8eJCDBw+yZ88emjdvzvjx4+nQoQPOzs6kpKQQHh7O4cOH2bFjB0ql0ijIc/DgQWbPnk3nzp157bXXaNWqFTVq1CAjI4OrV6/y66+/ShPgRo8enSfrrCDu7u4sXbqUESNGEBcXR7t27RgzZgy9evXC3d2d1NRULly4wJ9//kl4eDjXr1+X1rW0tGT58uW88cYbpKSk0KlTJz755BNeeuklLCwsOH78OP/973+lQMVPP/1kdtJI+/btady4MdeuXeOLL76QspJMlWrTGzx4MPv27WP16tWEhITQvHlzxo0bR9euXalRowZpaWlcv36do0ePsn37dh4+fFiiE/6lsb/333+flStXcvbsWZYuXUpkZCTjx4+nbt263LlzhyVLlrB///4Svw8M+fj4cOnSJXx9ffn8889p164dWVlZ7N69m3nz5qFSqbCwsChwUrStrS2DBw/m119/lfoxvfjii3h6epbKOPVGjx7N//3f/0mvH5lMxqhRowq9vlqtlkr/VatWjddff71UxydUDBHkEYRCMAzyJGdpqF06VXMqheSsR6k8RWnQJghVVXx8vNRcFMCtaVPUOTk8iIwEdCfyHarQCbsMg7IDvr6+FTeQKkar1RrNCqvZrJnZmU9ZqalGAZ5mDTxY88MnRcqyqePuytzPxzHg1a6MnP4j4ZFRqLKyuHH8OI07d8ba3p60hAQpaPdmtw75Bo9Kg4d7Dd7s1gH/A4GosrJIS0jA3qBZqiF9AAogJCRENOUUBEEQnhjTp09n+/bthISEcDtey1drMvlmhLJYgZ60TN36d+J1gZC2bdsyffr00h5ymVm6dClLly41u0yNGjWYMmUK06dPN3vC/OWXX2bfvn0MHTqU2NhYtmzZwpYtW0wuX5GBsOeee45vvvmGr776ioSEBD7//PM8y0ybNo0WLVqUeZAHdI3Qe/XqRWBgICdPnmTQoEFG9z/77LMsW7ZM6jVTXOnp6WafF4VCwezZs+ndu3eRtuvg4MAHH3zADz/8wJkzZ+jRo4fR/f/88w8vvPCCtI+dO3cyfvx41qxZw+3bt5kxY4bJbbu5ueW5TaPRcOTIESljJz/9+vVjzpw5RToOveHDh6PRaHj//ffJyMhgwYIFLFiwIM9y9evXz3Pba6+9xsqVKxk3bhypqal89dVXfPXVV0bL6B/nwgTThgwZwrfffisFeKpVq0bPnj0LXO+3336jZs2azJ07l/v37/P999/z/fff57usnZ1dnuyxoirp/iwsLPjrr7/o1q0b4eHh7N27l7179xot88orrzBt2rQ8r6/iat26NZMmTeL99983CiTqWVlZsXr1ap5//vkCtzV69Gh+/fVX6fp7771XKmM09Pzzz9OyZUspq+/ll1/O9zVoyoEDB6SSkIMGDcKqCk1yFUwT3TgEoRAMP/Cik003Y6uKogyOR998VBCeZJMmTSI+Ph7QZW+4e3lhaxDgzChireaKZlg2TAR5Ci8wMJDz588DYOviYvQaeJxWo+FWcLAU4Gnf2psTW+YXu4za8z5eBG3+hedz11dlZ3MrJAStRmP0+uvZua2JLZSOHp0fvV7Mve5tDB6bkJCQMhyRIAiCIJQvCwsL1q5dK/UGuXBTw9SlGYTfKVoJ3/A7aqYszeDCTd0EumrVqrF27doiZw5UFnK5HCcnJ+rVq0fnzp2ZMmUK27ZtIyoqihkzZhTquLp168b169dZtGgRPXv2pFatWlhZWaFUKqlbty6vvPIK33//PVeuXKnwUkGzZs1i165dvPLKK7i4uGBlZYWHhwf9+vVj//79/PTTT+U2FgcHBw4fPszChQt57rnnsLe3x8HBgdatWzNnzhwCAwNxcXEp0T42b97MunXrGDVqFK1bt8bd3R0LCwvs7e1p0aIFEyZM4OzZs/kGvArjv//9LytWrKBz585Uq1bNbNDAxsaG1atXExwczPvvv88zzzyDk5MTFhYWODs707p1a9577z22bt3K5cuXjdadPn06u3fvZurUqbRv35569eqhVCpRKpV4enoycOBAdu3axbZt24pdfgxg5MiRXL9+nS+++AJfX1+cnZ2xsrKiXr16dOrUie+//55//vnH5LpXrlzhww8/xNvbGzs7O2xsbGjUqBFjxowp0uP8eNbOW2+9VaiT8wqFgv/9739cunSJadOm0aZNG1xcXFAoFDg4OPDMM88wdOhQVq9ezd27d6VMq+Iqjf3Vrl2bs2fP8t1339GiRQtsbGxwdnamffv2LFmyhD179pR6YGL06NEcPXqUAQMGULt2baysrKhTpw4jRozg7NmzeQKupvj6+kqlap2dnenXr2wqMwwbNky6XNTeb3/88Yd0uaI/f4XSI9Pq820Fk6Kioqhbty6gq5lpWGdTMC0+Pj7PTIu4uLgqWdJi1KhRUr3KFm5WjPR5clJ5Vp1L5mK8rjHolStXTNbMrcyepNdaeXlaH7OtW7fy9ttvA6CwtKRZt25YKpVkJCdzNfeLuVPt2niaqbNb2dw8fVoqpRUWFmayTnRFqMyvsyFDhrBhwwYA6j37LC65/+fzcy88nNjcuuTNGngQtPkXXJxK/n8gISmFDgOmEB4ZBYC7tzdZKSkkROmuB29fhG+LJiXejynBYVd5rv9kAFw8PKhnJkh4ce9eVFlZ1KtXj1u55eQqk8r8WqusxGNWdOIxKzrxmJXM0/g7NCIiQiqL06RJ2f0PfFxISAivvPIKDx8+BEAugx5tLXizgyUN3E3PjY2M1fBnUA77glVSibZq1aqxf/9+MflGEAThKZSSkoK7uzvp6em8//77+fYUKg3Dhw9n7dq1uLi4cPfuXaytrctkP0LZKe3vPFVzWokglDPD2qpRT1gmT3SKbpaag4NDuf6QEoTylpqaysSJE6XrdVq1wjJ3RpfS3h65QoFGrSb1/n00ajXyEqaplwf9eEFX/9fLq3iZJU8blUpFQEAAAAorK5xq1za5bE5GBveuXgV0s1rX/PBJqQR4AFycHFj9wyf4DZyKRqPhXni4UWk0r4amA0+lwbtRPelydmam2WX174fMApYTBEEQhKrI19eXwMBAhg0bRkhICBot7DmtYs9pFZ7uMprWUeBZU461JWTlwM17Gq5Gq7kZazxntm3btqxdu7ZKTpwTBEEQSm7jxo2kp6cDZVOqDSApKYlt27YBugwvEeARQJRrE4QCaTQazp07J11PzNSQlq0xvUIVkpqtITFTdyxt2rSRmiEKwpNo3bp1UmNCR3d3nOvUke6TyeU4ursDoM7OljJjKrvEmBjUuSXEevfuXWVLgpS3y5cvS1+87V1dzQb0Hty8iVaj+5ycOqpvsUu0mfK8jxdTRvYBdGXhcnKb3ALYKMu2NrLS+lGzZP0xmiLL/f+QldsvSBAEQRCeNF5eXpw4cYLvv/8eOzs76fabsVr2h6hYvjubhQHZLN+dzf4QlVGAx87Oju+//56goCAR4BEEQXhKqdVq5s2bB+gmD5RVRufixYvJyP3dOG7cuDLZh1D1iDO6glCAq1evkpqaanzbg5wKGk3pijA4jgYNGlTgSAShbGm1WqM06ZrNmiGTGTfUrW7wHrgfGVluYyuJBwbjNMxSEswz7CtTUC+eB7mlyRQKOVNHlU095anv9EOh0H0lUxkEUTIys8tkf3qZWY/+B8gKCPLrg0BilpggCILwJLOwsGDGjBnExMSwaNEiWrZsaXJZmUzGs88+y6JFi4iJiSl0rxpBEAThyfHw4UOuXbvGyZMnGTZsmNQ7qrg9rfKjUqm4du0aFy9eZOnSpXz33XcAvP7665WqXLtQscQ3EEEoQH5NpoOiMmlTq+qf6AqKelR2p66ZfhSCUNUFBgZy/vx5AGxdXPI9sW9XrRpKR0cyk5NJT0ggPTHRbACgoqUnJpKekACAj48Pfn5+FTyiqsPwc93GzHOclpAgBV3e7NaBOu6uZTIeD/cavNmtA/4HAjFslXjlxp0y7clz+fpt6bJVAc1oNWpdac+SNK0VBEEQhKrC0dGRiRMnYm1tzZgxY/JdZvHixbz//vvlPDJBEAShMlmwYAHffPON0W2vvfYa/fv3L7V9REVF5Wmv4OjoKGUNCQKITB5BKFBoaKh02Vmpe8tEJqq4m1K1e/PEpKiITHx0DKLPgvAkM8zicTWRtSaTyYzuuxcebnTCvTLRarXcCw+Xrk+YMCFPZpJgmlGQx6AHzuMyEhOlyz07ty3LIdGjc95U/pALEWW6z5CLj7ZvLtilys6Wgl1PQ9NvQRAEQdDz9/c3ed+uXbvKcSSCIAhCZWZhYUGjRo2YOXMmmzdvLrP9uLm50bt3b44fP07jxo3LbD9C1SOCPIJQgITcmfIAbdwf9UcwzIKpih4ff1JSUgWNRBDKlkqlIiAgAACFlRVOtWubXNbZwwOL3HJUybGxJEZHl8sYiyoxKork2FhA9yVvyJAhFTyiqiUqKgoAC2trLKxM970xDPKUZUYNgO8zebe/92hwme5z39HCZTQZPQ5lVFdaEARBECqblJQU/v77b5P3//3336SkpJTjiARBEITK5uuvv0ar1ZKTk8O1a9eYPXs2tra2pboPT09PtFqtbrLnvXvs2LGDZ555plT3IVR9IsgjCAUwzHBp5WaNVW5/7jN3s8hUmW9UXVllqjScuWvcPFtk8ghPqsuXL5Oeng6AvasrcoXC5LIKCwvqtGolXY8+f56cSvbeyMnMJDosTLq+dOlS7O3tK3BEVY/+887cawEg2+C592pYtiUtvRvVky7rs7L+PBREdOz9MtlfVGw8fx4KAnTBLjsXF5PLZhhMAhBBHkEQBOFpsWfPHrKzTffHy8rKYu/eveU4IkEQBEEQhPyJII8gFMDwi72dlYxn3XWz/LPUsP96RkUNq0T2Xc8gW218W1ZWVv4LC0IVZ1iaqzA9dpxr15ayfdQ5OUSFhlaasm1arZao0FDUOTkADBw4kH79+lXwqKoe/ee6TG7+a5BW8yiQb6M0nfFTGpTWltJlRW42mVqtYd6q7WWyv3krt6NW646vuqen2cciXWTyCIIgCE8hc6XairKMIAiCIAhCWRNBHkEogJVBKR+VBrp62mCR+845djuTyIScChpZ8dxIyCHwtm52uoXBJ4B17klFQXjSGPVfKUSQB8CjVSupjFdybCyxV66UxdCKLPbKFaMybYsWLargEVVN+s91wyBOfgwDHxmZpmfylobMrEf/SyxtbKR9z1vlz6nQ0n39nQy9wi+rdwC6Y6xev77JZTVqNan3ddlEtra2eHl5lepYBEEQBKEyysrKKlTPnV27dpnN9hEEQRAEQSgPIsgjCAVQKpXS5RyNFldbBT0b6epraoHNF1PJVleOWf4FyVZr2XIxFf1o/eo+OjbD4xSEJ4lRkMfJqVDrWFhb49G6tXQ97upV4iIiTK9QDuIiIoi7elW6vmzZMlxdXStwRFWX/vNOo1abXc7K4HPxyo07ZTqmy9dvS5eVdnbUbNoUAI1Gw4jpP5KQVDo1/xOSUhg5/Uc0uQGums2aYWljY3L5xJgY1Lknr3r37o2FhUWpjEMQBEEQKrNDhw4Vqt9OcnIyhw4dKocRCYIgCIIgmCaCPIJQABeDPgXJWbqTYp3rK6nvpDvRdT9Dw95r6RUytqLaey2d+xm6Y6jvZEEjl0cn65wLmeEgCFVNVFQUoAvcWFgVvuSWU61a1G7RQrp+99Il7l6+XO6l27RarW7fly5Jty1YsIA+ffqU6zieJB4eHgCosrJQmZl9a5j5FXKhbIN8IRcfbd/G2Rm3Jk2koGR4ZBSvjvmyxIGehKQUeo2eSXhk1KP9NG5sdp0HkZHS5YkTJ5Zo/4IgCIJQVRSlDJso2SYIgiAIQkUTQR5BKICPj490OTpZBYBcJmPAM/ZGZdsuxlXuNP2LcdkcMyjTNvAZe2JSHs1ib22QtSAIT5LMTN3rXq5QFHndGo0a4e7tLV2Pu3qVm6dOkZO7zbKWk5nJzVOnjLKI5syZw+TJk8tl/08qw74yGUlJJpczDPLsPRpclkNi31HjsoIyuZz6bdtKgckT5y7TYcCUYpduOxl6hQ4DpnAyd30La2vq+/oW2IsnPSEB0P0v9PPzK9a+BUEQBKEqUavVBAQE5LndxV6Gi70sz+0BAQFShqwgCIIgCEJFEEEeQSiA4cnAKIOgiJudcdm2tWEpXHtYOfvzXHuYw9qwFKlMW89GttSwUxCVG7QC0UxbeHLp66SbO5ltTs2mTandsqV0PTk2lvBDh0i4c6fMsnq0Wi0Jd+4QfuiQ1IMHYOHChXz22Wdlss+niVGQJzHR5HJ2Li5Y5PYr+/NQENGx98tkPFGx8fx5KAjQBV/scjNIre3taejnJwV6wiOj6DBwKtPmLCMqNr7Q2542Zxl+A6dKGTwW1tY07NABa3t7k+tptVruhYdL1ydMmIBMlvfEliAIgiA8aU6cOEFcXFye29t7K2jvnXfS0L179zhx4kR5DE0QBEEQBCFforC6IBSgadOm2Nvbk5qaahQUAV3ZtugUFWdjs1FpYOW5ZN5p7UjjapYVNNq8rj3MYeW5ZFS5k8uerWVF5/q6PhPRuUErBwcHmjRpUlFDFIQyZZV7glxbghmWNRo2xMrGhqhz51BlZ6POyeH2mTMkxsRQs1kzbEux3GF6YiL3wsONgjsATk5OTJo0qdT28zRQqVRcvnyZkJAQ6S8qKorU1FRpmdjwcJLu3sXG2RlbZ2dsnJ1R2tsjk8uRyeVUr1+fe1evolZrmLdqOz99NrbUxzlv5XbUat3rs7qnp1FA0sbJicadO3MrOJiMpCQ0Gg0/r9zO/DU7eLNbB3p09sX3mSZ4N6qH0tqSzKwcLl+/TcjFCPYdDeHPQ0HStkGXJVTf19dsgAcgMSpKeg26ubkxZMiQUj9uQRAEQaiMTJVf6/iMAq0W9pxW5bnP399fZLwKgiAIglBhRJBHEAogl8tp06YNR48eJTFTQ1q2Bjsr3Qk4uUzGwGfsyVKlcOl+Dtlq+O1sMsNaOvCMW+F7f5SVC3HZrAtLkQI8zWtYMqC5PXKZjNRsDYmZujvatGmDvJhZDoJQ2SmVuqCmRq0uYEnznGrVwq5aNaLDwkiMjgZ0WT3JsbHYurhQvUEDnGvXLlZZOI1aTWJ0NA9u3pTKY+nJ5HK0Gg1Ouf1ZBPO0Wi2BgYEsWbKEgIAA0tPN90zTqtWkJySQnpDAg9zb5AoFju7uuDZoQLX69Ym7dg2tRsO8Vf4M6NWFdj5epTbek6FX+GX1DgApqPQ4a3t7mnTpQty1a9wLD0er0aBWa/A/EIj/gcBC7Ucml1OzWTPcGjcuMKstJzOT6LAw6frSpUuxLyAoJAiCIAhPAq1Wm2+Qx9YafBoq0OZeTs8yvt/f358ffvhBZL0KgiAIglAhRJBHEAqhbdu2HD16FICrD3JoU8tauk8hlzGslQNrz+sCPSoNrA5NoVM9JT0b22KlKP8v+tlqLXuupRN4O1Mq0da8hiXDWjqgkOvGE/HgUWk5UapNeJJ5eHhw584dVFlZqLKzpdJXxWFhbU39tm1xql2b6PPnUWXpfuHrgwQxFy5g7+qqywhxcsLG2Tnf/amys8lITCQjKYn0xERS799HnZ2dZ1+1mjfnztmz0nEIpqWmprJ27VqWLFlCmEGA4nEW1tbIFQopeKZRq6XnUU8fdEuMjkbp6IiDmxvJsbFoNBpGTP+RoM2/4OLkUOIxJySlMHL6j1Id/5rNmmFpY5PvsjK5nJpNm1Ktbl0e3LrFg5s384zb1PFW9/Skev36JrdtSKvVEhUaijpH9z9i4MCB9OvXrwhHJQiCIAhVV1hYGDdu3Mhze7tmCiwtdL+jnmum4Mh548lD169f58KFC7Q0KPErCIIgCIJQXkSQRxAK4c0332TevHkABEVlGgV5ACwVMkb4OLDpYipnY7PRAkdvZ3I5PpsBz9jTwKX8yrfdSMhh88VUHmQ8Ks/zbC0rBjS3lwI8oDsOvd69e5fb+AShvPn6+hIUpOt3kpGUhEONGiXepnPt2ji4uZEYFcX9yEgyk5MBUGdnkxQTQ1JMjLRsYYIKhpSOjrg2aICzhwfpDx8aHYeQv23btjFhwoQ89fMVVlaPgm65gTeTQbekJDISE/ME3TKTk3XPr0wGWi3hkVG8OuZLdq+YXaJAT0JSCr1GzzTqk+PWuHGB61na2ODu5UXNpk1JS0jQBQsTE8nOzESr0SCTy7FSKnXH6+yMnYtLkfpRxV65YlSmbdGiRcU7QEEQyMnJ4cSJEwQHB3PmzBmioqLIzs7GysoKDw8Pnn32Wdq2bUv79u2xtKw8pX4F4WlmqlSb3zOPTp10bG6RJ8ijX1cEeQRBEARBqAgiyCMIhdC1a1e8vb25fPkykYkq7qaoqOVg/PZRyGUMamFPHYdM9l5PR6WB+xkalgYn07Gekh6NbFBalF1JtEyVhn3XM4yydyzk0LORLZ3rK5EblA6ISVERmairJd28eXO6dOlSZuMShIpmGBzJSEwslSAPgMLCguqenlSrX5/0hw+5Hxmpy/Z4rCxcYbIt5AoFjrVq4dqgAbYuLlKpj4ykpHyPQ9CJj49n0qRJbN682eh2WxcXXBs0wKmQ5fMsrKxwqFFDem1o1GoSY2J4EBn5qHyeVistf+LcZToMmMKaHz4pVum2k6FXGDn9RynAA7rXSfz167gVsj+aTC7Hvnp17KtXL/L+TYmLiCDu6lXp+rJly3B1dS217QvC0yI6Opply5axYsUKYh/rr2Zo7dq1ALi7uzN27FjGjh1LnTp1ymuYgiDkI78gj6UFtG366PtE22YKLBWQ81icx9/fn1mzZpX1EAVBEARBEPIQQR5BKASZTMaECROYPHkyoMuC6eedtz+BXCajq6cN3jWs2HwxlVtJKrTAsduZnIrO5Nla1vh5KPMEiEoiJkVF0J1MzsRmkW3wQ6O+kwUDnrHHzS7vCU7DLJ4JEyaI2tHCE80wOJKemFjq25fJZNhVr45d9epoNRoyU1Ol7Ir0pCRyMjKkDB59Ro+ljQ22ueXcbJydUdrb55ttYTheEeQxtmPHDsaOHUt8fLx0m6O7OzWbNcPW2blE25YrFFSrW5dqdeuSnpjIvfBwKbtFLzwyig4DpzJlZB+mvtMPD/eCg4dRsfHMW7mdX1bvkEq0yRUKKTB499Il1CoV7l5e5fq5rNVqib18mbiICOm2BQsW0KdPn3IbgyA8CVQqFf/73//49ttvyX6sBKc5sbGxfPvtt/z3v/9l1qxZfPrpp1hYiJ9pglBY0dHRvPXWWyXejlarJTQ0NM/tbRopsLV+9H/Z1lpG68YKTocbR3nOnTtH+/btS+V/+LZt26hdu3aJtyMIgiAIwtNB/HoQhEIaPnw4n332GWlpaZy5m8WrTWxNZua42SmY8JwjR289yurJVsOJqCxORGXRwNmCDh5KmlS3xN6q6Nk9qdkaIh7kEBSVKWXk6FnIoWdjWzrXM87e0ctUaThzV5dZYGdnx/Dhw4u8f0GoSry9vbG1tSU9PZ3U+/elYEtZkMnl2Dg6YuPoCPXqlWhbGrWa1Pv3AbC1tcXLq+gZI0+qBQsW8OGHH0rXFZaW1GnVCuc6dUo9OGLr7Ixnu3YkRkcTff681KsGQKPR8PPK7cxfs4M3u3WgR2dffJ9pgnejeiitLcnMyuHy9duEXIxg39EQ/jwUhFr9qJSmjbMz9X19SYyJIfbyZQDirl4lMzkZDx8fLJXKUj2W/ORkZhIVGmoUxJozZ440qUEQhMKJiIhg8ODBhISESLcpFHLe7NaBnp3b4tuiCV4N62KjtCIjM5srN+4QciGCvUeDpc+G7OxsZs6cib+/Pxs2bKBJITP7BOFpt23bNk6cOFFm2/d7Ju/3Rr/meYM8ACdPniyVfW7btk38LxYEQRAEodBEkEcQCsnJyYlhw4axbNkystSw/3oGbzazM7m8PqvnGTcrjtzK4MzdR5k2kYkqIhNTAXBWyqnjoMDD0QIPRwscreVYymUo5KDWQI5GS3KWhqhkFVHJKqJT1CRmavLsz1oBbWpZ07W+Da62pk9g77ueIY1j+PDhODo6Fv9BEYQqwMLCgt69e7NhwwapZ45L3boVPawCJcbESH1hevfuLWZ155ozZw4zZsyQrju6u5d5QEQmk+Hi4YG9q2uegAiAWq3B/0Ag/gcCC7c9uZyazZrh1rix7nLTpsgtLIgJCwMgOTaW8AcPqNOyJc4eHmWS1aPVakmMiiI6LMwocLVw4UImTZpU6vsThCdZaGgo3bt3lzIL5XI5U0f1ZeqoftRxz1vy0M5WiW+LJvi2aMLYQa8SHXufn1duk7L8QkJC6NSpE/v378fHx6e8D0cQqpwtW7aU2bblMmjvlfc7WAdvCxbuyEajzWelUrBly5YqEeQ5fPgwL774YpHW6dq1K4cPHy6bAQmCIAjCU0qcMRKEIvj4449ZvXo1mZmZHLudSUs3Kxq4mG+U62qroL+3Pa81sSXkbjZBdzK5l/Zo1ldipobETA0X43PMbMW0mnYK/OoqebaWVYE9f24k5BB4W1eqTalUMm3atGLtUxCqmgkTJrBhwwYA7kdGVokgz4PISOnyxIkTK3AklceCBQuMAjxuTZuWa2kzS6USz3btiL1yxah3jdzCAo1KZWZNHQtra6p7elK9fn0sbWyM7qvRsCFWNjZEnTuHKjsbdU4Ot8+cITEmplRK0BnKrwSdg4MDa9asESXaBKGIbty4wRtvvCEFeJo18Chyv6467q7M/XwcA17tKvXriouLo3v37gQGBoqMHkEwIzo6mmPHjpXZ9ls2kONsn/d7hrO9jJYN5ITeyDv5rjQcO3aMmJiYJ7JkW7NmzSp6CIIgCILwxBFBHkEogsaNG/Pdd9/x8ccfowU2X0xlagdnrBQFn2BUWsjpWFeJn4c1NxJUXIzPJjpZRXSKiqy8mf4mWStk1HFQUMfRgmdqWNHQxaJQJziz1Vq2XExFP9ns+++/p3HjxoXfsSBUYR07dqRVq1acP3+e9IQE0hMTS/WkeWlLT0wkPSEBAB8fH/z8/Cp4RBVvx44dRiXaajVvjlsFnPiUyWTU8vZGYWHB3UuXANCoVLh7eyNXKMhITCQ7MxOtRoNMLsdKqZR6L9m5uOTbe0nPqVYt7KpVIzosjMToaECX1ZMcG4utiwvVGzTAuXbtYpUb1KjVJEZH8+DmTem1ZSglJaXI2xQEAcaNGycFeNq39mbP/32Hs2Pevo2F8byPF0Gbf6HX6JmcDL1CfHw8Q4YMISgoSGRzCoIJ27ZtK7Ntd3xGwZR+1ibvnzlUybxtWRy/VIQfc4Wk1WqrRMm25557jrDcTGRzJk2axJEjRwAYOXJkWQ9LEARBEJ464teCIBTRlClT2LZtG0FBQdzP0LD3WrrZsm2Pk8lkNKpmSaNqugwgjVbL/XSNFPDJVGnJ0WhRa0AhB0u5DKWFjDoOFtRxtMDVVp5vr52C7L2Wzv0M3UwzPz8/o5OlgvCkk8lkTJgwgfHjxwNwLzwcz3btyrW5fWFptVruhYdL1ydMmFApx1me4uPjGTt2rHTdrWnTCgnwGHJr0gS1SiVl9Ny/cYNmL75IjUaNSrRdC2tr6rdtCzIZiVFR0u3pCQmkJyQQc+EC9q6u2Do7Y+PkhI2zMxZWVnm2o8rOJiMxkYykJNITE0m9f18q/2e4L9tq1Ui+exfQnazu1KkTrq55y0sJgpA/fZP2Zg082L1idrEDPHouTg7s+b/v6DBgCuGRUQQHB/PDDz8YZTEKgvBI/fr1sbe3JzU11exyrk4yXB0L/33q5TYWvPa8+cl0DjYyvhxqza6TKv4+W3BGr979ZC33k8zXebO3t6deCfs7lgc7OztatGhhdpnExESpZ1Ljxo3F5CVBEARBKAMiyCMIRaRQKFi5ciWtW7eWyrY1crHkGbe8J9kKQy6T4WanwM1OQZtapmeKlcTFuGyOGZRpW7lyJYoyajwvCJXV0KFDmTVrFnFxcSTHxpIYHY2Lh0dFDyuPxKgoqYyWm5sbQ4YMqeARVbxJkyZJM+Ud3d1x9yp8GaSy5O7lRWZyMsmxsaiysogOC9MFaEpAq9USe/myUYDHQqlElan7DNf3lUqKiXl0v7U1coUCmVyOVqNBo1ajysoyuQ+loyOuDRrg7OGBXKHg5qlTJMfGEhcXx6RJk9i4cWOJjkEQCiMnJ4cTJ04QHBzMmTNniIqKIjs7GysrKzw8PHj22Wdp27Yt7du3x9LSfGnciiaXy1nzwye4ODmUyvZcnBxY/cMn+A2cikaj4ZtvvmHkyJHUqVOnVLYvCE+S3r17ExwczIABAzh//rzJ5dIytLzX04oXfUr3FIhMJuP19pa83r5wn1P/nFMxf4fp/9EArVq1YsuWLTRt2rQ0hljhNm3aRFbu95Lhw4dX8GgEQRAE4clkvoGHIAj5atasGd999x0AWmBtWArXHhavp05Zu/Ywh7VhKVKZtu++++6J+cEgCEVhb2/PkiVLpOvR58+Tk3vivLLIycwk2qDkxdKlS7G3L9ms8Kpu69atbN68GQCFpSUePj6VJrNJJpPh4eODIvcEdGJ0NIkGwZeiysnM5OapU8RFREi3uXt70/yVV2jcqRPOderkW6pNlZVFdno6WampZKen5xvgkSsUOHt40LhzZ5q+8ALVPT1RWFjkOYZNmzaVaekbQYiOjmbWrFnUq1ePLl268NFHH7F27VoOHz7M8ePHOXz4MGvXruWjjz6iS5cu1KtXj6+++oro3BKGldHUUX2L1IOnMJ738WLKyD4AZGdns3z58lLdviA8SZo1a8aJEyeMsn4fl5EN/9uUxXz/LLJyzGfRlIWsHC3z/bP43+YsMrNNLzdu3DhOnDhRLr/XcnJycHd3RyaT0atXrwKXv3DhAjKZDJlMxn/+859C72fNmjWA7nuTCPIIgiAIQtkQQR5BKKapU6cydOhQAFQaWHkuudIFeq49zGHluWRUuf1Ahw0bxtSpUyt2UIJQgfr378+AAQMAUOfkEBUailZb/j/086PVaokKDUWdo/scGThwIP369avgUVWs1NRUJk6cKF2v06oVlkplBY4oL0ulkjotW0rXo8+fR60qfMkW0D33CXfuEH7okJTFBVCnZUtqNm2KTCbDrnp16rdtS4tXX6Xpiy9St00bXBs0wLZaNSxtbHTZPBYWWFhbY2ljg221arg2aEDdNm1o+uKLtHj1Ver7+mJXrVqeINnjxzBhwoQCy94IQlGpVCq+//57GjZsyOzZs4k1eK2bExsby7fffkvDhg35/vvvURXx/VXWFAo5U0eVzWf11Hf6oVDofq4tX76cnJzK9T1TECoTGxsbli1bxrp168xOkNlzWsWUpZncideU29juxGuYsjSTPadNf37Z29uzfv16fv31V2xsbMplXJaWlowYMQKA/fv3FxhM//333wFdZYvC9tW5fv06x48fB6Bz5840aNCgBCMWBEEQBMEUEeQRhGKSy+WsXLmSN954A4BsNfx2NpmLcWamZpWjC3HZ/HY2mezcPqBvvvkmv//+O3IzTb8F4WmwaNEiatSoAeia2sdeuVLBI9KJvXLFqEzbokWLKnhEFW/dunXExcUBujJtzpW0VJGzhweO7u6ALqvGsNRaQdITE7l56hS3z5yRAnwW1tZ4tmuHa8OGeZaXyeXYODpSrV496rRqRZPOnWn+yis807MnLV97jWd69qT5K6/QpHNn6rRqRbV69bBxdERWwGe/4THExcWxfv36Qh+DIBQkIiKC9u3bM3PmTLJze0MpFHL6du/Ism8/JHj7IlLPBaC+sofUcwEEb1/Esm8/pG/3jlKQIzs7m5kzZ9K+fXsiDLLdKtqb3TpQx71s+lh5uNfgzW4dAF2w6+TJk2WyH0F4kgwZMoTg4GBatWplcpnIWA0fLM7gn9CyDxr/c07F5MUZRMaaDir5+PgQEhLC4MGDy3w8jxs9ejQAGo1GyrjJT05ODmvXrgXglVdeKXT5SMNtFjYwJAiCIAhC0YmzvYJQApaWlmzevFkK9Kg0sDo0hT/D08hWV0x2QLZaS0B4GmtCU6QMnjfffJNNmzZV+pr2glAeatSoYVT2Ju7qVaPyWBUhLiKCuKtXpevLli3D1bVsThpWFVqt1qi8Xs1mzSpNmbbHyWQyajZrJl2/HxlpNkNMo1bz8PZtIv79l4gjR4yyd5zr1KHZiy/iVKtWmY75cY8fw+LFiytNlptQtYWGhtKxY0dCQkIA3SSZae/259Y/f7B98SzGDnoV3xZNsLNVIpfLsbNV4tuiCWMHvcr2xbO49c8ffPROP2mSSkhICJ06dSI0NLQiD0vSs3PJ+nAVpEdnX+lycHBwme5LEJ4UlaF8W1HKswUFBVVYOe2mTZvSpUsXAFauXGlyub/++kvqj/jee+8Vevv6wJCNjQ1vvfVWCUYqCIIgCII5IsgjCCWkVCrZtm2bVLpNCxy9ncm8oEQiE8q3rMaNhBx+Dkrk2O1MqQfPsGHD2Lp1K8pKVuJIECpSnz59mD9/vnT97qVL3L18udxPamu1Wt2+L12SbluwYAF9+vQp13FURoEm6e/AAACkWElEQVSBgVIDZVsXF2ydnSt2QAWwdXbG1sUFgMzkZNIfPpTuU2VnkxIXR1xEBDdPn+bS/v3cOXuW9IQEaRkLa2vqP/cc9du2xcLautzHD8bHcP78eam8iiAUV0REBN27d5dODDZr4EHQpnn89NnYQme/1HF3Ze7n4zi+aR7NGngAumyz7t27V4qMHt8WTcp2+8882r4+UCYIQsEqsnzbnXgNHy7NqHTl2UzRZ/NEREQQGBiY7zL6AJCrq6s0wbEgR48e5caNGwD07dsXR0fHUhitIAiCIAj5EUEeQSgFlpaWrFmzhp9++kkKptzP0LA0OJmA8DQyVWVb8zlTpSEgPI1fg5N5kKHbl1Kp5KeffmL16tUig0cQ8vHBBx8YNY2Nu3qVm6dOkZOZWS77z8nM5OapU0ZZRHPmzGHy5Mnlsv/KzjCLx7WK1G+vbjDOGydOcPnAAS7u3cvFPXu4ERTE3UuXSIqJQZ39aEqv0tERDx8fvF5+GefatSti2EYMj2Hx4sUVOBKhqsvJyWHw4MFSgKd9a29ObJlPOx+vYm3veR8vgjb/wvO568fHxzNkyJAK79Hj1bBumW7fu1E96XJUEUpBCoKgU5TybcculPzz5GiYrjzbzVjTE4cqsjxbft566y2ccyfT5JfNc+/ePfbs2QPoJhBaWVkVart//PGHdFnf+0cQBEEQhLIhgjyCUErkcjnTpk3j3LlzdOigq5+uBY7dzmT2vwlsu5zK3ZTSPRERk6Ji26VUZv+bYJS94+fnx7lz55g2bZrowSNUCSqVirCwMFatWsXkyZPx8/OjXr16uLm54ezsjJubG/Xq1cPPz4/JkyezatUqwsLCSnxy7/PPP2fBggXS9eTYWMIPHSLhzp0yy+rRarUk3LlD+KFDRmW6Fi5cyGeffVYm+6xqVCoVAQEBACisrHCqBMGPwnCuXRtF7okPjUpFdno6qqysPMvJFQqcPTxo3LkzTV94geqenigsLMp7uPkyPIaAgIAKP4EuVF0//PCDlHnSrIEHu1fMxtnR9Gz6wnBxcmDP/30nZfQEBwfzww8/lHisJWGjLNzJzuJSWj+aqJOdXTn6PgpCVVPY8m1L/8pGoyn+9z+NRsvSv7IrdXm2/NjY2DBkyBAANm/eTFpamtH9f/zxh/R94N133y3UNrOystiyZQsAtWvX5uWXXy7FEQuCIAiC8LjKcUZBEJ4gzZo14+jRo/zyyy/MnDmTzMxMstVwIiqLE1FZNHC2oIOHkibVLbG3KnoAJjVbQ8SDHIKiMolMND75plQq+f777/nwww9RKBSldUiCUCa0Wi2BgYEsWbKEgIAA0tPTC1znzp07BAUFSddtbW3p3bs3EydOxM/Pr1g9WyZPnkzdunUZO3Ys8fHxqHNyuH3mDIkxMdRs1qxUy4SlJyZyLzzcKLjj5ubGsmXLRIk2A5cvX5ZeD/aursiryOeZXKHA3tWVpJgYo9sVlpa4eHhg4+yMjbMzSnt7ZJU0AG94DOnp6Vy5coUWLVpU9LCEKiY6Oppvv/0W0E2CWfPDJ7g4OZTKtl2cHFj9wyf4DZyKRqPhm2++YeTIkYVuAl7aMjKzsbMtu5K4mVmPSv8Wdva8IAh56cu3vfDCC4wdO5bU1NQ8yzxI1hIepcG7XvG+d1yJ0vAwJf8gkb29PcuXL6802TuPGzNmDEuWLCElJYVt27YZZd7os3uee+45WrZsWajtBQQEkJiYCMDQoUPFb1NBEARBKGMiyCMIZUChUDBt2jR69+7N3Llz+eOPP6QZUZGJKiITdT8qnJVy6jgo8HC0wMPRAkdrOZZyGQo5qDWQo9GSnKUhKllFVLKK6BQ1iZl5S7/Z29szbNgwpk2bRuPGjcv1WAWhqFJTU1m7di1LliwhLCzM5HIW1tbIFQpkcjlajQaNWp0nKyI9PZ0NGzawYcMGWrVqxYQJExg6dKjZ2uv56dOnD506dWLSpEls2rQJ0GX1JMfGYuviQvUGDXCuXbtYwQaNWk1idDQPbt406sECMGjQIBYuXIira+F6UzwtDPtOVPZePI+zdXbOE+Rxa9IEtyZl27ejNBkeQ0hISJGCPCqVisuXLxMSEiL9RUVF6SY8ZGdjZWWFUqnEw8MDX19f6c/b2xuLSpLNJJTcsmXLpKyTqaP6FrtEmynP+3gxZWQffl65nezsbJYvX84333xTqvsorCs37pRpX57L129Llz08PMpsP4LwtBg8eDC+vr68/fbbUu8/Q8cvqYsd5Am6pM73dh8fHzZv3lypsnce17p1a3x9fQkJCWHlypVSkOfkyZNcyu0dWdgsHoA1a9ZIl0WpNkEQBEEoe+LXtCCUocaNG7N06VL+97//8ccff7BkyRLpSzJAYqaGxEwNF+NzzGzFtObNmzNx4kSGDRsmGlkKVcK2bduYMGECcXFxRrcrrKywd3XFNjfTwcbJCYt8ZiyrsrPJSEoiIzGR9MREUu/fl/qbnD9/nvHjxzNr1iyWLFlC//79izQ2V1dXNm7cyNtvv200xvSEBNITEoi5cOHRGJ2csHF2Nj3GxEQykpLyjFHPzc2NpUuX0q9fvyKN8WlhGOSxqWJBHhsnp7y3VeFjCAkJYeTIkWaXryxZeULlkJOTw4oVKwBQKORMHVU2n3NT3+nH/DU7UKs1LF++nJkzZ1ZID8KQCxFlGuQJufiob5uvr2+Z7UcQniZNmzZl8uTJjBkzJs991RyK///HxT7/dSdNmlSpAzx6o0ePJiQkhCNHjnDjxg0aNmwoZfHY2NgUOgspLi6Offv2AfDss8+KjGBBEARBKAciyCMI5cDR0ZGJEycyYcIE/v33XwICAggJCeHMmTP5lgowxcHBgTZt2uDr60vv3r3p0qWLOBEmVAnx8fFMmjSJzZs3G91u6+KCa4MGOBUyS8bCygqHGjVwqFEDyM2SiYnhQWSklCUTFxfHW2+9xcCBA1m0aFGRs2T69+9Pjx49WLduHUuWLJFmeaqzs0mKiTHK0ihMtpGhVq1aMXHiRIYMGVLkbKOniVGQJ5+gSWWWX0CnKh+D4XPxuMqYlSdUvBMnThCbW5LyzW4dqONeNpmKHu41eLNbB/wPBBIbG8vJkyfp1KlTmezLnL1Hgxk76NUy2/6+o4/eg23bti2z/QjC08bf3z/f2zs0L35ZMb/mCpbvznv7jh07GD16dLG3W16GDBnCtGnTSE9PZ/Xq1Xz22Wds3LgRgH79+uFUyO8z69evl3r4iCweQRAEQSgfIsgjCOVIJpPRtWtXunbtCoBGoyEiIoKQkBDOnTtHbGwsf/zxh9E6+lnNvr6+NGnSBHkl7eMgCKbs2LFD6nej5+juXir9buQKBdXq1qVa3bp5+t1s2rSJQ4cOsXz58iL3u7G3t2fcuHGMHTuW48ePs3jx4nwzFMwFdPRsbW3p06cPEydOpEOHDiIwWwhRUVGALjiQX7ZUZWZhZYWFtbX02qjqx6B/Lh5XmbPyhIoVHBwsXe7ZuWyDEj06++J/IFDab0UEef48FER07P0yCWZFxcbz5yFdxpu7uzvPP/98qe9DEJ5GycnJ/P3333lub1RLjrtL8X9ruVeT07CWnBt3jctrHzhwgJSUFBwcSqc3WVlxdHRkwIABrFq1itWrV9O4cWOSkpIAeO+99wq9HX2pNgsLC4YMGVImYxUEQRAEwZgI8ghCBZLL5TRr1oxmzZoxZMgQ4uPj8wR5vvrqK2rkZi0IQlWzYMECPvzwQ+m6wtKSOq1a4VynTqkHO2ydnfFs147E6Giiz59HnZNDfHw8ffv2ZcGCBUyePLnI25TJZHTs2JGOHTty9+5dateubXS/h4cH2dnZZGVlYW1tnW+vES8vL9FrpIgyMzMBitUDqTIwHHdVPwb9c6FXlbLyhIpx5swZ6XJZljED8H3m0fbNZZ2VJbVaw7xV2/nps7Glvu15K7ejVutOFo8dO7ZCytEJwpNoz549Ut8wQ34lyOIx3MbjQZ7s7Gz27NnDgAEDSrz9sjZ69GhWrVrFrVu3mD59OgANGjTghRdeKNT6Fy9e5OzZswD06tVL/I4VBEEQhHIizjoJgiAIZWLOnDnMmDFDuu7o7o6Hjw+WSmWZ7VMmk+Hi4YG9qytRoaFSVs8HH3xAamoqn3/+ebG3nV+g5syZM+LHaxnQn3iRVdHMRcNxV/VjyDLIVquKWXlC+TPM/vJqWLdM9+XdqF6++y1v81b5M6BXF9r5eJXaNk+GXuGX1TsAsLKyYuzY0g8iCcLTaseOHfne7veM6dMjF2+pScvUAmCvlNG8fv4BIb/mFqw9mLff6o4dO6pEkKdjx454e3tz+fJlqfTmO++8U+jJWatXr5YuF9TTTxAEQRCE0lM1zzwIgiAIldqCBQuMAjxuTZvi2a5dmQZ4DFkqlXi2a4ebQZPbGTNmsHDhwnLZv1AyVrnlvbQaTQFLVk6G467qx2BtbQ3o3tN9+/aVAjwKS0vq+fri2a5diQM8j9Nn5dXz9UWRm7mgz8oT7+HKz3B2vI2ybEsVKq0fZbbkNyu/vGg0GkZM/5GEpJRS2V5CUgojp/+IJvd9+NVXX1GnTp1S2bYgPO2ysrLYtWtXnttrVZPhWTNvICMlXcucDZlMW5bJrNVZzFqdxUfLMpmzMZOUdG2e5Ru4y6hVLe92du3aVaGfU0VhWJpNLpczatSoQq2n0WhYv349AC4uLrz++utlMTxBEARBEPIhgjyCIAhCqdqxY4dRibZazZtTy9u73HvRyGQyanl7U6t5c+m2Dz74wOTsTaHyUOYGAzVqdQWPpHgMx13Vj0GpVDJnzhyj97SjuzvNunXDxcOjzN7X+qy8Zt264ejuLt3+wQcfMGfOnDLZp1A6rAx6MGVklu0JzcysR7PlrSqo95WPjw8A4ZFRvDrmyxIHehKSUug1eibhkbrMpLZt20olkwRBKLlDhw6RkpL3ferXXJHnf9rpcBXj5mdwJCzv//Ij59WMm59B8FWV0e0ymSzfsm/JyckcOnSohKMvH8OHD5cud+/enbp1C5eVefDgQaKjowEYOHCgNFFEEARBEISyJ4I8giAIQqmJj483Kinj1rQpbk3KtidDQdyaNDHK6Bk3bhz379+vwBEJBfHw8ABAlZWFqorMetVTZWejMihxVtWPQaFQiKw8oUj071+AKzfulOm+Ll+/ne9+y9OyZcuksp0nzl2mw4ApnAq9UqxtnQy9QocBUziZu76bmxvr168Xfd0EoRT5+/vne7thqbaMLC0LdmTx5eosHqbkzdbRe5iiZeaqLBbuyCIj69FyHZrn/541te/KJiwsTLr87rvvFnq97t27o9Vq0Wq1LF26tCyGJgiCIAiCCSLIIwiCIJSaSZMmSeWcHN3dcfcqvf4EJeHu5SVlA8TFxTFp0qQKHpFgjq+vr3Q5IympAkdSdBmJiXlvq8LHEBkZKV0WWXlCYTz77LPS5ZALEWW6r5CLj7Zv+LlRnho2bMiBAwekQE94ZBQdBk5l2pxlRMXGF7C2TlRsPNPmLMNv4FQpg8fNzY0DBw7QpIInSgjCk0StVhMQEJDndhd7Gd51dadGLt5SM2FhBrtPqfIsZ8quUyomLMzg0i1dxo93PTnOdnmXCwgIQF0FMnx///13AKpXr07v3r0reDSCIAiCIBSGCPIIgiBUkC1btuDt7Y2Hh4fJP29vb7Zu3VrRQy2UrVu3snnzZkDXr8PDx6fcTwabIpPJ8PDxkfp7bNq0iW3btlXwqARTjII8+QRNKrP8AjpPwjEUNStPq9GQ+uAB8devczskhGuBgUQcPcq1wEBuh4QQf/06qQ8eFKlnkcjKqxratm0rXd57NLhM97XvaEi++y1vPj4+BAYGSp9dGo2Gn1dux/PFEfSb+C3LNu4iOOwqaemZqNVq0tIzCQ67yrKNu+g38Vs8XxzBzyu3Sz142rZty7Fjx2jVqlWFHZMgPImCgoKIi4vLc3t7bwUqDfy+L5tPlmdy96Hp7B1T7j7U8vHyTH7fl41ak382z7179zhx4kSxxl5ebt68yZYtWwB45513RMk1QRAEQagiRO6/IAhCBZk1axZXrhRc0uXLL7/krbfeKocRFV9qaioTJ06Urtdp1arcyjkVlqVSSZ2WLbl95gwAEyZMoEePHtjb21fwyITHGQZ50qtYgCS/8Vb1YyhKVl5ORgYPbt7kwa1bRmXrDKUBCVG6bAULa2uqe3pSvX59LG1sCty+u5cXmcnJJMfGSll5GzduLNTYhPLRvn173N3diY2N5c9DQUTH3qeOu2up7ycqNp4/DwUB4O7uzvPPP1/q+yiKJk2acOLECX744Qe++eYbsrOzUas1+B8IxP9AYKG2YWVlxVdffcX06dNFiTZBKAOmMkBrV5fx4ZJMImPNTzzo2bMnAHv37s33fo0WNh/J4XS4mhd98vbl0Y+hY8eOhR90OYiOjiY9PZ3IyEg+++wzcnJyUCqVTJkypaKHJgiCIAhCIYlMHkEooict+0KoOPk1fS3JchVp3bp10sxIR3d3nOvUqeAR5c/Zw8OobNv69esreERCfry9vbG1tQUg9f59NFWgtAmARq0mNTezxNbWFpvcoEVVO4YUg1nOhc3K02o03AsP5/Lff3Pv6lWTAZ7HqbKyHq0XHl5gZo/Iyqv8LC0tGTNmDABqtYZ5q7aXyX7mrdyOWq17vYwdOxbL3NdERbKwsGDGjBncuHGDWbNm4Z77/6YgtWrV4quvvuLGjRvMmDFDBHgEoQxotVqTPXF+35djNsBjZ2fHsmXL2L17N7t37+bXX3+VvqfkJzJWw8r9Ofne5+/vj1Zb9EyhsjR06FCaNm1Kjx49OHv2LADffvstdSrp93lBEARBEPISvyAEoYiepOwLQSgNWq2WJUuWSNdrNmtWacq0PU4mk1GzWTOSY2MBWLx4MWPGjKm0431aWVhY0Lt3bzZs2IA6O5ukmBhc6tat6GEVKDEmBnV2NoBUw76qHcPDO3fQqB71IShMVl5Waiq3goONyrwpFHLe7NaBnp3b4tuiCV4N62KjtCIjM5srN+4QciGCvUeD+fNQEGq1Bq1GQ+yVKyTdvUv9tm2xNpNhl19WXmUvf/O0GTduHP/73//Izs5m3ip/BvTqQjuf0uvRdjL0Cr+s3gHosl/Gjh1batsuDXXq1OGbb75h5syZnDx5kuDgYEJCQoiKiiI7OxsrKys8PDzw9fWlbdu2PP/885UiSCUIT7KwsDBu3LiR733mYi4dO3Zk9erVNGrUSLpt3LhxvPTSS4wcOZLjx48XaZvXr1/nwoULtGzZstBjLy+2trY0bdqUKVOmMHLkyIoejiAIgiAIRSCCPIJQRE9S9oUglIbAwEDOnz8PgK2LC7bOzhU7oALYOjtj6+JCekIC58+f5/jx45WubIagO3G/YcMGAO5HRlaJAMmDyEjp8sSJE9FqtVXuGOIiHjWyL0xWXkZSEjeOH0eVG9ySy+VMHdWXqaP65Vuiy85WiW+LJvi2aMLYQa8SHXufn1du45fVO9BoNGQkJXHt2DEaduiAjZOTyf06e3iQGBMjlW3bvr1sskWE4qlTpw6zZs1i5syZaDQaRkz/kaDNv+Di5FDibSckpTBy+o9S/5qvvvqq0s42t7S0pFOnTnTq1KmihyIITz1TWTymWFlZMXv2bKZNm4ZCkbf0WuPGjfn333/56aef+PLLL8nJyT9zx9RYKlOQ5/DhwxU9BEEQBEEQSkiUaxMEQRBKxDCLx7VBgwocSeFVNxjn4sWLK3AkgikdO3aUmo6nJyRU+r426YmJpCckALom7H5+flXuGNISEshJT5euF5SVl5WaahTgadbAg6BN8/jps7GF7sFSx92VuZ+P4/imeTRr4AHoSrjdOH6crNRUk+vps/L0fv/990LtTyg/n376qdRfKzwyilfHfElCUskmwCQkpdBr9EzCI3U9ndq2bcv06dNLPFZBEJ58RQnytGrVitOnTzN9+vR8Azx6CoWCTz/9lODgYOn/fWmPRRAEQRAEoTBEkEcQBEEoNpVKRUBAAAAKKyucateu4BEVjnPt2iisrAAICAhAZVCeSqgcZDIZEyZMkK7fCw+vdDXs9bRaLffCw6XrEyZMQCaTVbljiLlwQbpeUFaeVqPhVnCwFOBp39qbE1vmF7sk1/M+XgRt/oXnc9dXZWdzKyTEbI8efVYewKVLl4q1X6HsWFhYsGHDBmrUqAHAiXOX6TBgCqdCCy55m5+ToVfoMGAKJ3PXd3NzY/369aJ/jSAIBYqMjCQ0NLTA5eRyOZ9//jmnTp0qUtCmVatWnDp1is8++wy5vOBTLOfOnePmzZuF3r4gCIIgCEJBRJBHEARBKLbLly+Tnjvz397VFbmZ2Y6ViVyhwN5Vl2mQnp5eqD5bQvkbOnQobm5uACTHxpIYHV3BI8pfYlSU1OfJzc2NIUOGSPdVpWNIf/hQul5QVl5cRITUg6dZAw92r5iNs6PpPjqF4eLkwJ7/+07K6MlITCTu2jWz61SvItmDT6smTZpw4MABKdATHhlFh4FTmTZnGVGx8YXaRlRsPNPmLMNv4FQpg8fNzY0DBw7QpEmTMhu7IAhPjh07dhS4TKNGjTh69Cj/+c9/sLa2LvI+rK2tmTNnDv/++69R/56SjEkQBEEQBKGwRJBHEARBKLaQkBDpcmXvxfM4w/EaHodQedjb2xuVA4w+f56czMwKHFFeOZmZRIeFSdeXLl2Kvf2jYEdVOYao3L5aUHBWXk5GBveuXgV0s57X/PBJqfRaAV2gZ/UPn0gzoe+Fh5OTkWFyecOsPKFy8vHxITAwUCrdptFo+HnldjxfHEG/id+ybOMugsOukpaeiVqtJi09k+CwqyzbuIt+E7/F88UR/Lxyu9SDp23bthw7dqxIs+wFQXi6+fj4SMHm/Lz//vucO3cOPz+/Eu+rY8eOnDt3jvHjx5tcpkaNGuIzTBAEQRCEUiWCPIIgCBXEwaFwJ0ULu1xFMAyO2FSxII9hU3cR5Km8+vfvz4ABAwBQ5+QQFRpaaUqeabVaokJDUec2Wx44cCD9+vXLs1xVOAaNQcnCgrLyHty8KZVRmzqqb7FLtJnyvI8XU0b20Y1Po+HBrVsmlzXMyhMqryZNmnDixAm+//57rHKDcmq1Bv8DgYyftYDn+k/GvnVvLLxfxb51b57rP5nxsxbgfyAQtVr3WrOysuL7778nKChIZPAIglAk3bp149y5c7zwwgtGt9euXZs9e/awZMkSowkaJWVvb8/SpUvZvXs3tWrVMrrvxRdf5Ny5c3Tr1q3U9icIgiAIgiCCPEKlsmXLFry9vfHw8DD55+3tzdatWyt6qIJQYrNnz8bLy4s6deqY/PPy8mL27NkVPVSTjII8BkGTqsBGZPJUGYsWLZJm4CbHxhJbScrrxV65YlSmbdGiRSaXrQrHoFdQLx590EWhkDN1VN6gVmmY+k4/FArd11TDoFJ+qloW4dPKwsKCGTNmcOPGDWbNmoW7u3uh1qtVqxZfffUVN27cYMaMGaIHjyAIxVK7dm3+/vtvvvnmG+RyOYMHDyYsLIyePXuW2T579erFhQsXGDRoEHK5nG+++YYDBw5Qu4r0sBQEQRAEoeoQv5KESmXWrFmF6o3x5Zdf8tZbb5XDiPJ6ErIvhMrhrbfeqrDXcWmJitL1R7CwtsaiipVMsrCywsLaGlVWlnQcQuVUo0YNli9fTt++fQGIu3oVhYUFbhU4mz8uIoK43JJlAMuWLcPVTEZJVTgGPXNZeWkJCaiysgB4s1sH6riXTRaNh3sN3uzWAf8DgaiyskhLSMC+evV8l61qAeanXZ06dfjmm2+YOXMmJ0+eJDg4mJCQEKKiosjOzsbKygoPDw98fX1p27Ytzz//PJaWlhU9bEEQngAKhYJZs2YxatQo6tWrVy77rFatGhs2bOB///tfue1TEARBEISnjwjyCJVKSkpKqS5XFmbPns2XX35pdgwODg6VOvtCEEpLZm5vEXOlnSoz/bgzK1mPFCGvPn36MH/+fD788EMA7l66hFqlwt3LC5lMVm7j0Gq1xF6+TFxEhHTbggUL6NOnT4HrVuZj8PT05ObNm4D5oElGYqJ0uWfntmU1RAB6dPbF/0CgtF+TQR6RyVMlWVpa0qlTJzp16lTRQxEE4SlTEcEWEeARBEEQBKEsiSCPIBTRk5B9IQilJTs7GwCZvGpW/9SPOys3M0Go3D744APS0tKYMWMGoMuGyUxOxsPHB0ulssz3n5OZSVRoqFF5szlz5jB58uRCb6OyHsOSJUuAgrPyDIM8vi3KNgvJ95lH2zfc7+MMs/IEQRAEQRAEQRAE4WlTNc/KCYIgCJWCvoG2uX4ZlZl+3NbW1hU8EqGwPv/8cxYsWCBdT46NJfzQIRLu3EGr1ZbJPrVaLQl37hB+6JBRcGThwoV89tlnRd5eZTyGwmblZRtkvXk1rFsmY9XzbvRo1nN2Adl2VTWbUBAEQRAEQRAEQRBKSgR5BEEQhGJT5mYeaNTqCh5J8ejHrSyHDAqh9EyePBl/f39q1KgBgDonh9tnznDz1CnSzWR8FEd6YiI3T53i9pkzqHNyAHBzc8Pf359JkyYVe7uV7RgKm5VnGNC1UZZtHy6l9aM+LAUFkqtqNqEgCIIgCIIgCIIglJQo1yYIgiAUm4eHB3fu3EGVlYUqO9tsmafKRpWdLZV38vDwqODRVF0qlYrLly8TEhIi/UVFRZGZmZlvGbyNGzfywgsv4O3tjYVF8b+G9OnTh06dOjFp0iQ2bdoE6DJikmNjsXVxoXqDBjjXrl2sDA+NWk1idDQPbt4kPSHB6L5BgwaxcOFCXF1diz32yngMhc3KMwymZGRmY2dbdgHSzKycfPebn6qaTSgIgiAIgiAIgiAIJSWCPIIgCEKx+fr6EhQUBEBGUhIOuVkJVYFRbxFf34obSBWk1WoJDAxkyZIlBAQEkJ6eXuh1P/jgAwBsbW3p3bs3EydOxM/PD5lMVuRxuLq6snHjRt5++20mTJhAXFwcAOkJCaQnJBBz4QL2rq7YOjtj4+SEjbNzvoFIVXY2GYmJZCQlkZ6YSOr9+6hzM1v03NzcWLp0Kf369SvyOKvCMRQ2K89KqSQt9/KVG3fKtC/P5eu3jfZrTlXNJhQEQRAqr+zsbAICAti7dy8hISGEh4eTlZWFtbU1zZo1w9fXl549e9K7d29psoQgCIIgCEJFqBJBnjNnzrB3716OHj3KhQsXiIuLw9LSktq1a+Pn58d7771H586dK3qYgiAITx3D4EhGYmLVCvIkJUmXRZCncFJTU1m7di1LliwhLCzM5HIW1tbIFQpkcjlajQaNWi1lTemlp6ezYcMGNmzYQKtWrZgwYQJDhw7F3t6+yOPq378/PXr0YN26dSxZsoTz588DoM7OJikmhqSYmCKNzVCrVq2YOHEiQ4YMKdbYinoMv/76K5988ol0e3kdQ2Gz8mycnUmIigIg5EJEmQZ5Qi5GGO3XFMOsPEEQBEEoqZycHObNm8fPP//MvXv38tyfmZlJaGgooaGh/P7777i7uzN16lSmTp2KpaVlPlsUhNJ18+ZNGjRoAMDKlSsZNWrUU7FvQTB0+PBhXnzxRQD++ecfXnjhhSJvw9PTk1u3bjFy5EhWrVpVugMUhHJW6YM8Xbt25d9//81ze3Z2NhEREURERLB69WqGDx/O//3f/4kZNFWcg4NDqS4nCELZMgyOlHYfkbKWLjJ5imTbtm1GmSZ6CiurR5kmudkmJjNNkpLISEzMk2ly/vx5xo8fz6xZs1iyZAn9+/cv8vjs7e0ZN24cY8eO5fjx4yxevDjfLKPCBANsbW3p06cPEydOpEOHDsXKMioOe3t7Ro4caRTkyU9ZHENhs/IMgy17jwYzdtCrBY6luPYdDcl3v4/LqGKfPYIgCELldfHiRUaMGMGZM2eMblco5DT19MDBzoaUtAyu3oxCrdaVCo2NjeXTTz9l06ZNrFmzhmeeeaYihl4shidJDSkUChwdHXFycqJu3br4+vrSqVMn3njjDXHORRAEoQrTarVs3bqVdevWERISQnx8PHK5HHd3d9q1a8c777xDjx49KnqYQjFU+iBPdHQ0ALVr1+btt9+mc+fO1KtXD7VaTVBQEHPnziU6Opo//vgDlUrF+vXrK3jEQknMnj2bL7/8kpSUFJPLODg4MHv27HIclSAIpnh7e2Nra0t6ejqp9++jUauL1T+kvGnUalLv3wd0J8O9vLwqeESVV3x8PJMmTWLz5s1Gt9u6uODaoAFOhewZY2FlhUONGlLwQKNWkxgTw4PISKlnTFxcHG+99RYDBw5k0aJFxep7I5PJ6NixIx07dkSlUnHlyhWT/YKsra1RKpV4eHjg6+sr/Xl5eZWoX1BpO3LkCJGRkWV6DIXNyrNzccHC2hpVVhZ/HgoiOvY+ddxL3p/ocVGx8fx5SBd0srC2xs7FxeSyhll5giAIglBcx48fp1evXiQnJwMgl8vp292PcYNepeOzz2Br86h0aHpGJoFnLrJs4278DxxHo9Fw5swZ/Pz82LNnD35+fhV1GKVCrVaTkJBAQkICN2/e5OjRo/zyyy/UqFGDDz74gM8++6xSfVcSKo9Vq1bxzjvvABAZGYmnp2fFDkgQBElSUhJ9+vTh8OHDee6LjIwkMjKSTZs2MXDgQNasWSOC+lVMpf+v7OXlxX/+8x/69++P4rGTSO3bt2f48OF07NiRq1evsmHDBt5//31Ruq0Ke+utt3jrrbcqehiCIBSShYUFvXv3ZsOGDVJZKZe6dSt6WAVKjImRskh69+4tfqSasGPHDsaOHUt8fLx0m6O7OzWbNcPWTGZFYcgVCqrVrUu1unVJT0zkXng4ybGxAGzatIlDhw6xfPly+vTpU+x9WFhY0KJFC1q0aMHIkSNLNN6K5O3tTZcuXcr0GAqblSeTy6levz73rl5FrdYwb9V2fvpsbKmPZ97K7dIM6eqensjkcpPLVrUsQkEQBKHyuXjxolGAp3njeqz678c816pZvsvb2ijp3tGX7h19OX0+nFGf/cSla7dJTk6mV69eBAUF0bx58/I8hBJ7//33mTBhgnQ9NTWVhIQEzp8/z8GDB/n777+Jj4/nyy+/ZOfOnfz111/UqEKlmoXS4enpiVarrehhCIJQDIMHD5YCPA0aNOCTTz6hZcuW5OTkEBISwv/+9z/u37/Ppk2bqF69OosXL67YAQtFYvoXcyXx119/MWDAgDwBHj1XV1fmzp0rXd+6dWt5DU0QBEEAox+D9yMjK3AkhffAYJwTJ06swJFUXgsWLKBv375SgEdhaUk9X18827UrcYDncbbOzni2a0c9X18UubXs4+Pj6du3LwsXLizVfQn502flAVJWnimGQZd5q/w5FXqlVMdyMvQKv6zeATwKKplimJUnCIIgCMWRk5PDiBEjpADPy35tOLV1ockAz+Oea9WMU1sX8rJfGwCSk5MZPnw4OTk5ZTbmsuDm5iZNjmnRogXt27enV69efPrpp+zfv5+wsDDatNEd46lTp+jXrx/ZuZOmBEEQhMotJCSEPXv2ANCwYUNCQ0N5//336dSpEy+++CIff/wxISEhOOf+1v/111+NJnsKlV+lD/IUhmFzrevXr1fcQARBEJ5CHTt2pFWrVgCkJyRU+ln16YmJUnkwHx+fKl9OoyzMmTOHDz/8ULru6O5Os27dcPHwKLP+NDKZDBcPD5p164aju7t0+wcffMCcOXPKZJ/CI/qsPEDKyjPF0saGmk2bAqDRaBgx/UcSkkyXWS2KhKQURk7/EY1Gl8VTs1kzLG1sTC5vmJUnCIIgCMUxb948qQdP88b12LHka+xslQWsZczOVsmOJV/TvHE9AM6cOcO8efNKfawV6ZlnniEwMFAK9Bw7dowlS5ZU8KgEQRCEwggMDJQuT5kyJd9e5/Xq1ZPKLWo0Gk6ePFlu4xNK7omoT2M4e0RuppyHUPHui9m2ZuX3+IjHrGDicSu60n7Mhg8fLjWLvxcejme7duXWrL4otFot98LDpevDhw8v9HE/La+zFStW8MUXX0jX3Zo2xd3Lq9yeT0ulEs927Yi9coW4q1cBmDFjBgCjR48ulzFUpIp8nQ0ePJgNGzbo9hkZabb0oluTJiTdvUtGUhLhkVG8OuZLdq+YjYtT3h8LhZWQlEKv0TMJj4wCwMbZGbfGjc2u88BM9uCT+P4sTU/LZ1ppEo9Z0YnHR6jssrOzpWCMXC5n1X8/LnKAR8/OVsnKOdPoMHAqGo2GefPmMXXqVCxzs5SfBDY2Nvzxxx+0bNkSrVbLTz/9xMSJE00eY0JCAosXL2bXrl1ERESQkpJC9erVee655xg5ciT9+vUzuS/9d8+vvvqKr7/+mn/++Yf58+dz6tQpEhIS8PT0ZMiQIXz00UfY2dlJ6+3evZtFixZx7tw5EhISaNCgAcOHD2fatGkm+0tkZ2ezb98+9u3bx8mTJ7l27Rqpqak4OjrSuHFjevXqxaRJk8z2i/T09OTWrVuMHDmSVatWceXKFebOncuBAwe4e/cuzs7O+Pn58emnn9K+fXuzj7NarebXX39lzZo1XL58GZlMRqNGjRgyZAiTJ082u25RhISEsGTJEo4ePUp0dDRqtZoaNWrg5uZG+/bt6dGjB2+88YbR74CbN2/SoEEDAFauXMmoUaMAOHz4MC+++KLR9vXLGfrnn3+MJmrrHThwgNWrVxMYGEhsbCyWlpY0aNCAHj16MHXqVGrVqmXyOGJiYliwYAH79+/n+vXrZGRkUK1aNWrUqEGLFi3o0aMH/fr1w9HRsRiPkk58fDxLly5l3759REREkJSUhJubG/Xq1aNHjx4MHDiQZs3yz/67efMm8+fPZ//+/dy+fRu1Wk2dOnXo1q0bkyZNomXLlnnW+eabb/j6668BuHr1Kk2aNDE7vldffZU9e/bg5uZGdHR0vuXIT506xYoVKzhy5AgxMTFotVrq1q3LSy+9xJQpU0zu4/E+S7Vq1WLp0qVs3LiRa9eu8eDBA+l9Whr708vIyODnn39m8+bNXLt2DaVSiZeXF6NGjeK9994zu25xnT59mp9//pljx44RHx9PjRo1eOmll/j000/x9vbOs3y/fv3w9/fH2dmZu3fvolSa/v+hUqnw8PDg3r17dO/enf379xdqTH/++ac0GW/jxo0MHDjQ7PLTpk3j559/Ri6Xc/PmTerm/qYzPHfesGFDk+s3atRIupyVlVWoMQqVg0z7BBTT9Pf3l74cfPLJJ/zwww9FWj8qKsrs/Xfv3qVdu3YA3LlzBw8Pj+IN9CkTHx+Pm5tbRQ9DEIQKUM/XF5dK+FmZcOcOt3NnagoFq9W8OW4FfPkuS3EREdy9dKnC9v+0a9K1q9nSfFmpqVw7ehRV7g+GZg08WPPDJ7Tz8Sryvk6GXmHk9B+lAI+FtTWNO3XC2t7e5DrpiYlEHDlS5H0JglCx4uLiRB+PQoqKipJOzjwtv0MjIiJQqVRYWFgUeAKwNGzZsoUBAwYA0L9HJ7Yu/LLE2+w/6Vu279fNmN68eTNvv/12ibdZVgxPzOd3ktaUHj16SCcoAwMD882M3717N0OHDiXRTJb/a6+9xsaNG7HP5/+9YZBHqVQyY8aMfHvB+Pn5sW/fPuzs7Jg6dSrz58/Pd189e/bkr7/+yrcVwKhRo1i9erXJcQJUr16dgIAAOnbsmO/9hkGeN998k+HDh5Oenp5nOYVCwbp160yeqE1JSaFXr15Gs+4N+fr6smLFCp599lnAONBSFPPmzePjjz+WsqdNSUlJMXp+ihLkyc/jQZ60tDSGDx+Ov7+/yXXs7e3ZsGEDr7/+ep77jh49yuuvvy6VWzRl586d+a5fGOvWrWPcuHGkpaWZXKZ+/frcvHkzz+1r1qxh7NixJk+WKxQKZs+ezeeff250+/Xr12mcO9np66+/5quvvjK57/v371OrVi1UKhWTJ09mwYIFRverVCo++OADli5danIblpaWLF68mDFjxuS5zzDIc/r0acaMGcO5c+eMljH8/Cjp/kAXuHvppZe4ciX/stA9e/Zk6tSp9OjRAzAdPCyI4fu2S5cujBs3DpVKlWc5a2trVq9ened9u3v3bl577TUANmzYwKBBg0zuyzBYU9CyhtRqNfXq1SMmJoYePXqwd+9ek8uqVCrq1KlDXFxcnmUN979gwQKTAeOPPvpImvxw/vz5fIOQQuko7e88VT7tRaPR8N///le6rv+CVhR169Y1+6cP8AiCIAiFE33+PDmZmRU9DCM5mZlEh4VV9DCqDLemTSs0wAO6bBG33LJgQvm7Fx5utrGutb09Df38sMidFRseGUWHgVOZNmcZUbGFq98cFRvPtDnL8Bs41SjA07BDB7MBnsez8gRBEAShOAxPgI0b9GqpbHP84Neky/v27SuVbVY2L7/8snT56NGjee4/cOAAb775JomJiXh6evK///2Pw4cPc+bMGXbu3MmwYcMA2LVrFyNHjjS7rz179vD555/Tvn171q9fT3BwMHv37qVXr14AHD9+nP/+97/MmzeP+fPn06tXL7Zt20ZISAgBAQFS1szevXtZsWJFvvtQqVQ0bNiQadOmsWnTJoKCgjh9+jRbt25l/PjxWFlZ8eDBA/r27UtcXJzZ8Z4/f56hQ4dSs2ZNFi1axIkTJwgKCuLrr79GqVSiVqsZO3asyV4XQ4cOlQI87dq1Y8OGDQQHB7Nr1y7efvttQkJCGDdunNkxFOT8+fNSgKdBgwbMnTuXgwcPcvbsWY4ePcrvv//O8OHD8w2+mfLcc88RFhbGd999J922b98+wsLCjP6ee+456X61Ws0bb7yBv78/MpmMwYMHs2XLFoKDgwkKCmL+/PnUq1eP1NRU+vfvT0hIiNE+s7KyGDRoEMnJyTg4ODB9+nT27NlDSEgIJ06cYNOmTUyZMkUKlhfHmjVrGDZsGGlpaSiVSiZPnszu3bs5c+YM//77L4sWLaJHjx75Bg937drFqFGjyMrKwt7enq+++oqjR48SFBTE3LlzcXV1Ra1WM2PGjDwBkUaNGvH8888DuiCTOZs2bZICE0OHDs1z/3vvvSdtv1evXqxdu5ZTp05x+vRpVqxYwTPPPENOTg5jx45l586dZvf13nvvERoayogRI9i1axchISH4+/tLYy2N/alUKl5//XUpwPPKK6/g7+9PcHAw27dv5+WXX2bv3r3MnDnT7FiL4ty5c4wfPx43NzcWLlzIyZMnOXLkCJ9++inW1tZkZWUxbNgwTp06ZbRez549pdfXypUrze5Df7+Liwt9+/Yt9NgUCoX0OXngwAGziQq7du2SPqPeffddo/t69OiBp6cnAPPnz883aBkVFcWqVasA6NChgwjwVDFVPpNn7ty5fPzxxwD07duX7du3F3kbRSlB87TMoCoNIpNHEJ5uju7ulaZsm1ar5eapUyTHxlb0UKoE8dwJeoXJystKTeVWcDAZSUnSbQqFnDe7daBHZ198n2mCd6N6KK0tyczK4fL124RcjGDf0RD+PBSEWv1oBqmNszP1fX3NBnhAZOUJQlUmMnkKT2TylP1kk9atWxMaGopCISfl7A5slNYl3mZ6RiYObfqi0Who3bo1Z8+eLYWRlo3iZvIcPHhQCvS8++67/Pbbb9J9aWlpNGrUiHv37kknZ21tbfNsY8WKFYwdOxaAv//+m5deesnofsPvof3792fTpk1GJ9LVajWdOnXixIkTODg4kJOTw/jx4/P0QkpPT6d58+bcunWLVq1aERoammcs169fp2HDhia/+4aFheHn50dqaiozZ85k9uzZeZbRZwSALtvm4MGDODk5GS2zbt06KcD1888/M3XqVKP7d+7cyZtvvgnoym8FBATkKbv17bffGmV1FCeTZ9asWcyePRs7OzuuX79OzZo1810uKSkJBwcHo7YIpjJ59B4v7aU/qZwf/fk8S0tLAgICpMCdoYSEBDp37szFixfp1KmTUVDx0KFD0uvGXKaOSqUiPT29yOXaYmJiaNKkCenp6bi5uXHw4EFatGiR77JRUVFGn9E5OTk0aNCA6Oho7O3tOXr0KK1btzZa59atW3To0IG7d+9ia2vLrVu3jEoCLly4kA8++ADQZdC0bds233137NiR48eP06hRI65du2Z037Zt23jrrbcA3Xsuv/LXmZmZvPbaaxw6dAhPT08iIiKMXneGzynAb7/9lieAUJr7MzzusWPHsmzZsjzbeO+99/j999+l6yXN5AFdNtaJEydwN+gPq9/2K6+8gkqlom3btpw+fdro/q+++opvv/02T3k0Q3FxcXh4eJCTk8OkSZNYuHBhkcZ548YNGjdujFar5fvvv5fKmT+ud+/e/Pnnn1SvXp3o6GisrY3/px0/fpw33niDhw8f0qhRIz755BNatGhBTk4OISEh/PDDD8TFxeHp6cnevXtNliAUSofI5DFw5MgRPvvsMwDc3NzMpgKac+fOHbN/j0dqBUEQhIIlx8YSayK9urzFXrkiggSFpLC0xMPHp1IEeED3A9/DxwfFE1TPviopTFaetb09Tbp0wd3bG1nuSQC1WoP/gUDGz1rAc/0nY9+6Nxber2LfujfP9Z/M+FkL8D8QKAV4ZHI57t7eNOncucAAj8jKEwRBEEpLeG5WaFNPj1IJ8ADY2ihp6lnHaPtPmurVq0uXExISjO5buXIl9+7dQ6lU8scff+Qb4AEYM2aMVDXF3Ax4W1tbli9fnidTQqFQSBktKSkp1KhRI9/S/ba2ttIs+PPnz5NkMClFr1GjRma/+7Zs2VI6Wb1jxw6Ty+n9/vvveQI8AEOGDKF27dpA/hlQ+nNa1tbWrFixIt++KjNnzjQZaCis2NzfRU2bNjUZ4AFwcnIqs77XOTk5zJ07F4BJkyblG+ABXdbDjz/+CMCxY8eMghixBr/vunTpYnJfFhYWxerHs3DhQqnk3rJly8w+7o8H4f39/YmOjgbgiy++yBPgAV1QQX9s6enped4HAwcOlF4DprJ5bt68yfHjx4H8s3jmzJkD6CbFm+pvqlQqWbRokbS9w4cP57scQLdu3UwGeEprf/r3Qc2aNfMEbfXmz59f6hNG5s6dmyfAA/Diiy9KZeWCg4PzBHneffdd5HI5Go2GNWvW5LvttWvXkpOTIy1fVA0bNpQC8vpMm8fFxcWxe/duQPdaeDzAA7rylmfPnmXatGncvn2b8ePH06lTJ1588UU+/vhj0tPT+eabbzh9+rQI8FRBef9jVBEXL16kb9++qFQqrK2t2bx5s9l/TuY8DTOiKotLly6ZbVb4tLt//z7Nmzc3uk08ZgUr6HHz8fHh7t27BW6nVq1a+c7sehKV5Wtt9+7d0oyuuKtXUVhYVHhfl7irV6Xrq1at4tVXi16O40l9f6amptKuXTupOXadVq2wNNMwsiJYKpXUadlSytxwdXXl1KlTRSohUVVUltfZmDFjCAgIQJ2TQ1RoaIGZXTK5nJpNm1Ktbl0e3LrFg5s3URWiUaeFtTXVPT2pXr8+ljY2BS6v1WqJCg1FnfsjqU+fPixfvrzSPG5ViXjMik48ZkWX32MmCJWJvk+Gg13B/4OKQr+9zEpWvri0GH4HS0lJMbovICAAgK5duxZY2aNLly6cOnWKoKAgk8t0796datWq5Xtfq1atpMv9+vXD0sSkIB8fH+lyZGRkvifcDSUkJPDw4UMyMzOl0rXOuX0KL126RE5Ojsl9tWzZ0mhchmQyGW3atCEmJoYbN24Y3adSqTiS22vwlVdekYJBj5PL5YwcOZJPPvnE7DGYU6tWLUB3LKdOnaqQFgWnTp2SfqMX1HbBMIATFBQk9arRHwfoAoUffvhhqY5x165dADRo0EDqZVJYf//9N6B7zs2d1H/77beZOHEiSUlJ/P3330bPq5ubG927d2fPnj1s2rSJuXPn5gm6rV+/Xro8ZMgQo/uio6OlEncFPcbe3t64urpy//59goKCjEoyGsovkFSa+4uJieHy5cvSNkwFie3t7RkwYACLFy82u5/CcnFxMfscv/vuu1Lw6e+//zYqO1i/fn1efvll9u/fz6pVq/jiiy/yrK8P4LVu3Zo2bdoUa4yjR4/m0KFDREREcOzYMTp16mR0/x9//CGV7TP1mtNqtWzdupWtW7dKQSdDqampbNy4kfr16xdYSlOofKpkkCcyMpJXXnmFhIQEFAoFGzZsoGvXrhU9LKEQXF1dRXmGIhKPWfEYPm6FnX0kl8uf6se6tF5rI0eOJCkpSfqSfffSJdQqFe5eXuWaHaLVaom9fJm4iAjptgULFpTql5Un4f25fft2KcDj6O6Oc506FTyi/Dl7eJAYE0NybCz379/nwIEDUomPJ11FvM5WrFjB8ePHiY+Pl7Lyanl7F7iepY0N7l5e1GzalLSEBDISE8lITCQ7MxOtRoNMLsdKqcTG2RkbZ2fsXFyk7J/CMMzKc3NzY8WKFSZPsD8J78/yJh6zohOPmSBUbdbW1mRmZpKSllGq29VvT1nJJs6UFsPAzuMZEsHBwYCuH0thv/vHmsm4b2qmP6M+8FKU5R4PSumFhYUxb9489uzZY3Y8Go2GhIQEkwEsLy8vk+sCUsDq8XFcv35dyhoxPIGcn5IGZQYPHsycOXPIysqiY8eO9OzZk9dee43OnTvTvHnzcvnNpn+dgK73R2EZPjedOnWiYcOG3LhxgylTprBu3Tr69u1L165dadu2LVa5fSOLIycnhwsXLgDQuXPnIj8m+nU9PT3NBjutrKxo06YNhw8fltYxNHToUPbs2cPdu3c5dOhQnuCLPsOnbdu2eTIvDB/jwYMHM3jw4EKN3dzr31QAs7T2F2aQrV+Y90FpBXnatGmTb+acXuvWrbGysiI7Ozvf52n06NHs37+fa9eucfToUTp37izdFxwcLK1TnCwevX79+lGtWjUePnzIypUr8wR59IGkZ5991iiwrafRaBg0aBBbtmwBdCXvJk6ciLe3N2q1mnPnzvHDDz/w559/MmrUKM6fPy9l2wlVQ5Ur1xYTE8PLL79MTEwMMpmM33//vUgNqwRBEISy98EHH/Cf//xHuh539So3T50qsOxTacnJzOTmqVNGAZ45c+YwefLkctl/VaHValmyZIl0vWazZpWmTNvjZDIZNQ1+uCxevJgq3lawUqtRowbLly+XrsddvWr0fiqITC7Hvnp1ajRqRD1fXxp37EiTzp1p3LEj9Xx9qdGoEfbVqxcpwPN4Vt6yZctEBoUgCIJQIvqToldvRpGRWXAGamGkZ2Ry9Wa00fafNPoJQoBRlk1OTg6JiYlF3p4+uJEfUzP5wXgyX2GXU6vVee7/7bffePbZZ1m5cqXZE9x6GRmmg4LmxmE4lsfHYVj2rqAMqOJWsdHz8vJiw4YNuLi4oFKp+Ouvv3j//fdp0aIFbm5uDB8+PN9ycqVJ3xy+qAxfK5aWluzcuRPv3IlIp0+fZsaMGXTs2BFnZ2d69erF+vXr833OC/Lw4UPpt4ZhxlBR1ofCPVf6EmH6dQz16dMHOzs7IG/JtnPnznHp0iUg/wyb0niMH+fi4mLyvtLYX3m+DwwVtC8LCwvpsy6/56l3797SpJ/Hy+7pewdZW1ubzYQqiLW1NcOHDwdg8+bNpKWlSfedOnWKixcvArrgTX6WLFkiBXi+/vpr/u///o82bdqgVCqxs7OjY8eOBAQESPv4+eefpWw2oWqoUpk89+/fp3v37lJa68KFCxkxYkQFj0oQBEHIz+eff469vb3UNDE5NpbwBw+o07Ilzh4eZRJM0Gq1JEZFER0WJpVzAt3/i0mTJpX6/qq6wMBAzp8/D4Ctiwu2BrMcKyNbZ2dsXVxIT0jg/PnzHD9+nI4dO1b0sJ5Yffr0Yf78+ZU2K69Pnz7lNgZBEAThyeTr60toaChqtYZjIRfo3tG3xNsMPHMRjUYjbf9JdPbsWemyYSDL8GT6gAED+PLLL8t1XMVx5coVxo8fj0qlws3NjU8++YRu3brh6emJg4ODVJbt999/l06elsVEI8NtFvQ9qzT2379/f15++WU2bdrEvn37OHr0KPHx8dy/f5+1a9eydu1aRo4cye+//14mfXkMXyuHDx826vNkzuMn45s3b05YWBg7d+5k586dHDlyhOvXr5ORkcHevXvZu3cvP//8M7t37y7wRL4pJfneW5h1zT2fdnZ29O7dm/Xr17N9+3aWLl0qZQjqS7XJ5XIGDhyYZ13Dx3jdunVms3AMmQvkPN4bq7T3V97vg8Luq6D9WVlZMWLECObOncuWLVtYsGAB9vb2ZGZmsnHjRkD328pU6cnCGj16NPPnzyc1NZWtW7dKVUr0gSWlUpmnbJ/eb7/9BoCDg4PU3z4///nPf/jjjz8A+L//+z9ee+21Eo1ZKD9VJsiTlJREjx49pCj1f//7XyZOnFjBoxIEQRDMmTx5MnXr1mXs2LHEx8ejzsnh9pkzJMbEULNZs1INKqQnJnIvPFwq5QS6HwHLli0TJ4NNMMzicW3QoAJHUnjVGzQgPXeG1+LFi0WQp4x98MEHpKWlMWPGDECX0ZOZnIyHj0+59G7KycwkKjTU6H0tsvIEQRCE0tKzZ09plvWyjbtLJcjz64ZHM5979OhR4u1VRgcOHJAuG5YMUiqV2Nrakp6eTmJiotlG9ZXFqlWrUKlUKBQKDh8+LGWFPM4ww6AsGJ78vXfvntlli5sx8TgnJyfGjh0rlUC+dOkSf/75JwsXLiQmJobVq1fTpk2bUu91AxgFdaysrEr0WlEoFPTp00f6zXf37l327NnDkiVLCAkJISQkhHHjxuHv71/obVarVg25XI5GoyEmJqbIY9I/n4XJDNM/36YCAMOGDWP9+vUkJyfz119/8dZbb6HVatmwYQMAL730Ur7ZRoaPsUwmK/P3Y2nsryLeB4XZl0qlkj4DTD1Po0ePZu7cuVIAZtSoUezYsUNarySl2vRatGjB888/z8mTJ1m5ciUjR440CiT17dvXqDylIX2vo+bNm2NtbW1yHx4eHtSsWZN79+5x5cqVEo9ZKD9Volxbeno6r732GmdyGy5/8cUXfPrppxU8KkEQBKEw+vTpw6VLl4xmFyXHxhJx5AgR//7Lwzt30BQjhR5Ao1bz8PZtIv79l4gjR4xOBA8aNIiLFy+KAI8JKpVKaoyrsLLCyURz18rGuXZtFLn1tQMCAqTmkkLZ+fzzz1mwYIF0PTk2lvBDh0i4c6fMSuZptVoS7twh/NAho/f1woULzc48EwRBEISi6N27t1Qqyf/AcU6fDy/R9k6FXmHH30GArgTTk/g99MKFCxw8eBCAunXr0rZtW6P79U3FAwMDzZZ9qiz0JY58fHxMBnjAuN9IWWjUqJFU6u306dNmly3o/uJq3rw5n332GSdOnJBKhG3evLlI2yhs1oth8/n9+/cXaR8FqVWrFu+++y5BQUE8++yzAPz1119my+w9ztLSUgpSHD16tMjfefXr3rx502wwIicnR8qMMxUU6d69u1QKTJ+98++//xIVFQXkX6oNyvYxLqv9tWzZUrpcnu+Dc+fOmf1dGRoaSnZ2NmD6efLy8pImIOoza/STCOrVq5enn1JxjR49GtC9Bm7cuMH27dulMpnmAkn6nkOF+f2ck1sVxVyfIqHyqfRBnuzsbPr27UtgYCAAH374Id99910Fj0oQBEEoCldXVzZu3MjWrVuN0uTTExK4c+YMl/bv5+bp08RFRJASF4cq9wvU41TZ2aTExREXEcHN06e5tH8/d86elTI7QJe9s23bNjZs2CD6dZhx+fJl6Ye3vasrcjOp95WJXKHAPvd5TU9PF7OLysnkyZPx9/eXfmDqs/JunjpFejFq75uTnpjIzVOnuH3mjFR20c3NDX9/f1F2URAEQShVVlZWTJ06FdA1pR712U+kpRevh2RaeibvfD5XKtU2depUqdTXkyIjI4MRI0ZIJ7w//vjjPCcB33zzTQDS0tJKrSl6WdKf8DQXkIqNjZUmR5UVCwsLunbtCuhOkN+9ezff5TQaDatXry7TsdStW5emTZsCxv2XCkNpkOmdlWW6z1WnTp2kjIhff/2V5OTkYozUPEtLS+kxValURe4X9cYbbwAQGRlZ5Odff0Jfq9VKJ/rzs3XrVpKSkozWeZyFhYU0YXL37t0kJiZK/XmUSqXJPuWNGzemefPmAGzcuJHbt28X6RiKqjT2V7t2bSnYumXLFpOBubS0tCIHIM15+PAhO3fuNHm/4XNoLlgzZswYQBeA+eeff6SA+KhRo0qt7OGgQYOwt7dHq9WyatUqKaDk6enJSy+9ZHK9BrmVOy5cuGD2vXDhwgWp71CDKlLtQ9Cp9EGewYMHSxHgbt268d5773HhwgWTf1cNGvIKgiCAruZoaS4nFF///v25fv06v/76q1GNXnV2NkkxMdy9dIkbQUFc3LOHi3v3cvnAAa4cPMjlAwe4uHcvF/fs4UZQEHcvXSIpJga1QTCoVatWLFu2jOvXr9OvX7+KOLwqJSQkRLpc2XvxPM5wvIbHIZQtkZUnCIIgPImmTp0qzfa/dO02fSZ8XeRAT1p6Jn0mfM2la7qTmr6+vnz00UelPtaKdOnSJTp16iRlHXTt2pX3338/z3Ljx4+XJlp9+eWX7Nmzx+x2AwMD+ffff0t/wIXUpEkTAK5evcqJEyfy3J+ens6QIUOKlAVSXPrHMysri3Hjxhn1ONGbM2cOYWFhJdrPjh07zJ7kvXPnjjSRqqgneQ3Lhl2/ft3kckqlko8//hjQBdEGDRpk1Ej+cSkpKSxatMjotqNHj3Lt2jWT62RnZ3PkyBEA7O3tpclKhTVp0iQpo2ncuHFcuHDB5LL6rBq9vn37Uju3UsJ//vMfQkND86xz584d6TGwtbXlnXfeMbl9fbZOVlYW69evZ+vWrYAuqOro6GhyvZkzZwKQmZlJv379iI+PN7lsVlYWS5YsITOzeIHu0tqf/n0QGxvLtGnT8l136tSppVquDeCjjz7Kt2zbkSNHWL58OaD7bH/uuedMbuPtt9/GyckJgCFDhqDRaJDJZGaf26Kyt7dn0KBBACxbtoxDhw4BukCSuUw6fdAyKyuLjz76KN/stMzMTKmnMsDrr79eauMWyl6lz7vavn27dPnQoUMFNu6qX78+N2/eLONRCYJQlcyePZsvv/ySlJQUk8s4ODgwe/bschzV08ve3p5x48YxduxYjh8/zuLFiwkICMgze05lZuaXnq2tLX369GHixIl06NChXJvBV3WGwRGbKhbkscn94gy649A3nBTKnj4r7+2332bChAnSj6v0hATSExKIuXABe1dXbJ2dsXFywsbZGYvc8nqGVNnZZCQmkpGURHpiIqn37xsFbUGXvbN06VIRtBUEQRDKlKWlJWvWrMHPz4/k5GT+Pn6Wdm9NZuWcabTz8Spw/VOhV3jn87lSgMfJyYk1a9ZUuTI3cXFxRiex09LSSEhI4Pz58xw8eJADBw5IJwXbt2/P1q1b881UcnR0ZMOGDfTq1YusrCxef/11+vfvT//+/WnUqBGg65kSEhKCv78/58+fZ+HChXTp0qV8DvQxw4cPZ+HChWg0Gl599VWmT5+On58fSqWSkJAQ5s2bR0REBB07dpQqzJSVN954gzfeeIOdO3eyc+dOOnbsyNSpU2ny/+3deVxU9f7H8ffAsIjgFhAKmksilKkFqbhcy7IyKzeysHvVbqa22NUWS3+JKdcWWzQrtxaze3PfWsxSM3cxwdwSzNRugiFgLijCADO/P4gJYhFwhmHg9Xw8eDzOnPme8/3MaRLOvOf7/bZurdTUVH388cdasmSJbr755iuaqmrGjBl66KGH1KdPH/Xs2VOhoaGqX7++zpw5o7i4OL3zzjvWUKukIK8sN954ozw9PZWVlaWJEyfKaDSqefPm1lEMgYGBqlOnjiRp3Lhx+vbbb/Xtt99q7dq1uu666zRq1ChFRESoQYMGysjI0OHDh7Vp0yatXr1anp6eRUZ1f/vtt4qJiVH37t3Vp08ftWvXTn5+frp06ZJ++uknzZkzx7rsw/Dhwyv8/2RAQIBmz56tIUOGKDU1VR07dtSjjz6q3r17KyAgQBcuXNDBgwf1+eef6/Dhw0VCLTc3N82bN0/33nuvMjIy1K1bNz333HO67bbbZDQatWPHDr366qvWv6XfeOONMmeh6Ny5s6699lr9/PPP+r//+z9rSFfaVG0FoqKi9M0332jBggWKj4/Xddddp5EjR6pHjx7y8/PTxYsXdfToUW3dulUrV67U77//riFDhlToOtm6v8cee0zz58/XDz/8oNmzZ+v48eMaNWqUmjZtqhMnTmjWrFlat27dFf9/UFj79u116NAhhYWFafz48erYsaOys7P11Vdfafr06crNzZXRaLzs6EQvLy9FRUVpzpw51vWYbr31VjVv3twmdRYYPny4PvjgA+v7x2AwaNiwYWUe8/TTT+vDDz9Uamqq5s+fryNHjmjUqFEKCQlRXl6efvjhB82cOVOHDh2SJIWGhl72nKhenOuvDgCohMjISEVGRjq6DPyFwWBQ165d1bVrV+Xm5ioxMdG6MGZ8fLySkpKUlZWl7OxseXh4yNPTU0FBQQoLC7P+hISEON0NdHVRJOQpFJo4gzqM5HG4gQMH6s4779Snn36qWbNmaf/+/ZL+HJV3rtACtUYPD7m4usrg4iKL2SxzXl6ZIW67du30xBNPaPDgwfL29rb7awEA4Prrr9fatWvVu3dvnT9/Xod+/lURD4xVv9sjNCqqj7redL286vw5DVXmpSxt3/Oj5ixao9UbdlqnaKtfv76++uor65RFzmT27NmaPXt2mW38/Pw0ZswYjRs3rsy/wW+//XZ98803euihh5SSkqJly5Zp2bJlpbYvaySCvd18882aPHmyJk2apDNnzmj8+PHF2jzzzDNq27at3UMeSfr000/Vu3dvbd++Xbt27bJ+Y7/ATTfdpLlz51pHn1VWZmZmmf9dXF1dFRMTo759+1bovD4+Pnrqqac0bdo07dmzR3feeWeR57/77jvdcsst1j6++OILjRo1Sp988ol+/fVXTZgwodRzF572u4DZbNbmzZutI3ZKMmDAAL3yyisVeh0F/vGPf8hsNuuxxx7TpUuXNHPmzCJrVRa45ppriu3r06eP5s+fr5EjR+rChQuaNGmSJk2aVKRNwXUuT5g2ePBgTZkyxRrwNGrUSHfddddlj/vwww919dVX680331R6erqmTp2qqVOnlti2bt26cr3CabyvtD+j0agvv/xSPXv21OHDh/X111/r66+/LtLmjjvu0DPPPFPs/VVZHTp00JNPPqnHHnusxOmh3d3dtWDBAnXq1Omy5xo+fLjmzJljffzII4/YpMbCOnXqpBtuuME6qu/2228v8T1YmK+vr7755hsNGDBAx48f17Zt27Rt27YS23bo0EGrV6+Wewlf1kP1Ve0/GbPXgr4AgOrDaDSqbdu2atu2LaMyqkjBlAJGD48SR1pUZ0Z3dxk9PJSbnV1sagRUHUblAQBqki5dumjnzp36xz/+oT179shsNmvluu1auW67XFxcFNw8UD516yjj4iX99EuyNdgpcNNNN+k///mPUwY8f+Xi4iIfHx/Vr19f11xzjcLCwtS9e3fdc8895f7Qr2fPnjp69Kjmz5+vL7/8Uvv27dPp06fl4uIiPz8/hYaGqkePHho4cKDatGlj51dUtujoaIWHh+vtt9/W7t27dfHiRfn7+6tjx44aNWqUevXqpY8//rhKavHx8dGmTZs0Z84cffLJJ0pISJDBYFCrVq30wAMPaMyYMdYRApW1dOlSbdiwQevXr9fevXuVkpKi9PR0eXp6qnnz5vrb3/6mUaNG6YYbbqjU+V999VW1bt1an3zyiX788UedO3euxKnnJKlOnTpasGCBnnrqKX344YfasmWLkpKSdPHiRXl7e6t58+YKCwtT7969i00dNW7cOHXq1Enr16/Xzp07dfLkSevIhoCAAHXq1ElDhgzR3XffXanXUWDo0KG644479N577+nrr7/W0aNHlZmZqYCAADVr1ky9e/dWVFRUqcf26NFDM2bM0Lp16/Trr7/KbDarSZMm6tmzp0aPHl3u6/zQQw9pypQp1seRkZHl+v/R1dVVr732mh555BHNmzdPGzdu1C+//KLz58/Ly8tLzZo1U4cOHXTHHXeof//+1pFWlWWL/po0aaIffvhBb731lhYvXqyjR4/Kw8NDISEhGjJkiEaOHGnzaR6HDx+utm3bavr06dq2bZvS09Pl5+en2267Tc8//3y5/20PCwvTddddp0OHDqlBgwZ2m5Xg73//u55//nlJ0j//+c9yHdOhQwcdOHBACxYs0Geffab9+/fr999/l8FgkL+/v2688Ubdf//9euCBB2rcmnK1gcFCinJZSUlJatq0qaT8OTODgoIcXJFzSEtLK/ZNi9TU1ArPg1qbcM0qh+tWcVyziqtp18zf319paWly9/JSaK9eji6nwhLWr5cpM1P+/v4lzp3srJz9feaoUXnOft0cgWtWcVyziuOaXZnaeB965MgR67Q4BWulVLWcnBxNnz5d06dPL9eH6QEBARo7dqzGjh3Lh2IAUMtlZGQoICBAmZmZeuyxxzRr1iy79POPf/xD//3vf9WwYUP99ttv8vDwsEs/sB9b/81T7UfyAAAA2zP9sf6J4Y/5sZ1NQd3Z5RglgqrDqDwAgLNzc3PTuHHjNHbsWK1evVrffPON4uPjdfjwYWVlZcnT01Nt2rRRWFiY7rzzTvXr149wBwAgSVq8eLF1ZgN7TNUmSefOndOKFSsk5Y/wIuCBRMiDQpYtW6bo6OhyLU7P+iYA4NwKhvZb/jLViLMoqJs/aAEAgD24ubnp/vvv14oVK5SdnV1k4eyQkBB98MEHjisOAFDt5OXlafr06ZJknbHAHt577z1dunRJkjRy5Ei79AHnQ8gDq+joaCUmJl623cSJEwl5AMDJeXrmLx5sLmV+7OquoO6C1wEAAGBrqampWrp0abG1gg8fPqyZM2cy9SAA1HK///67fv/9d50+fVozZsxQQkKCJGn8+PE26yM3N1e//PKLsrOztWXLFv373/+WJN1zzz1q27atzfqBcyPkgVVZI3gq0w4AUH0FBQXpxIkTys3OVq7JJGM5F9GtDnJNJuX+MU1bbVifAAAAOMbnn39eLOCRJLPZrM8//9xuU/EAAJzDzJkzNXny5CL7+vTpo4EDB9qsj6SkpGJrttSrV886agiQCHkAAKiVwsLCtHPnTknSpXPn5ONE30S9dPasddteQ+ABAPYxZ84c/fTTT0pKSpLJZJK7u7uCgoJ00003KTw8XJ07d2Z9E1Qbq1atKvM5Qh4AgJS/Nuk111yjqKgom47i+St/f39FRERo6tSpuvbaa+3WD5wPIQ8AALVQ4XDk0tmzzhXynDtn3SbkAQDnEh0dXeL+//73v5KkgIAAjRgxQiNGjFBgYGBVlgYUkZGRoQ0bNpT6/IYNG5SRkSEfH58qrAoAUJ289NJLeumll+zaR/PmzUscVQoU5uLoAgAAQNUrHI5kFhoZ4wwyGckDANVebm5upaYRSUlJ0ZQpU9SyZUtNnTpVubm5dqgOuLy1a9fKZDKV+nx2dra+/vrrKqwIAACgZIzkAQCgFgoNDZWXl5cyMzN1IT1d5rw8ubi6OrqsyzLn5elCerokycvLSyEhIQ6uCADwV0eOHFFUVJTi4+Ot+1xdXXRfzwjd1T1cYW1bK6RlU9XxdNelLJMSj51Q/MEj+nprnD7fuFN5eWaZTCa9+OKLWrVqlRYtWlRsLnrA3sqaqq1wm/vvv78KqgEAACgdIQ8AALWQ0WhU3759tWjRIuWZTDp38qQaNm3q6LIu6+zJk8r741u1ffv2ldHInzIAUJ3s27dPvXr1UlpamiTJxcVFY4f119hhAxQY4FusfV0vT4W1ba2wtq014sG7lZySrrfmr9CMBatlNpsVHx+vbt26ad26dWrfvn1VvxzUUtnZ2VqzZs1l261Zs8a6thQAAICjMF0bUEstW7ZMoaGhCgoKKvUnNDRUy5cvd3SpAOzk8ccft26nHz/uwErK73ShOp944gkHVgIA+KsjR44UCXjatAjSziXT9cYLI0oMeEoSGOCrN8eP1I4l09WmRZAkKTU1Vb169dKRI0fsVjtQ2MaNG5WRkXHZdufPn9fGjRuroCIAAIDSEfLAqrwLRrKwZM0QHR2txMREJScnl/qTmJioiRMnOrpUAHbStWtXtWvXTpKUeeZMtV+bJ/PsWWWeOSNJat++vbp06eLgigAABXJychQVFWUNeDp3CFXssrfVsX3lptXs1D5EO5fOUKc/jk9LS9PgwYNZowdVojxTtVWmLQAAgD0Q8sAqJiZGISEhCgwMLPUnJCREMTExji4VNlCeb6ZVpB0A52MwGIqM5jl1+LAsFosDKyqdxWLRqcOHrY8ff/xxGQwGB1YEAChs2rRp1jV42rQI0lfvx6hBPe8rOmfD+j5a+8G/rSN64uLiNG3atCuuFShLXl6ePvvss2L7r/ZtqKt9Gxbb/9lnn8lsNldFaQAAACUi5IFVZGSkEhISlJSUVOpPQkKCIiMjHV0qAMBGHnroIfn7+0uSzqek6GxysoMrKtnZpCSdT0mRJPn7+2vw4MEOrggAUCA5OVlTpkyRlL8GzyfTnlPD+rYZ/d+wvo8WTHtOLi75t66TJ09WcjX9XYWaITY2VqmpqcX2970tQvf17Fxs/6lTpxQbG1sVpQEAAJSIkAdV6vPPP2cdGACoRry9vTVr1izr4+T9+5WTleXAiorLycpS8oED1sezZ8+Wt/eVfTscAGA7c+fOlclkkiSNHda/0lO0laZT+xCNGdpPkmQymTRv3jybnh8orLTp1/r36qL+vbpW6BgAAICqQMiDKjVy5EjWgQGAambgwIEaNGiQJCkvJ0dJ+/ZVm2nbLBaLkvbtU15OjiTpgQce0IABAxxcFQCgQE5Ojt5//31Jkquri8YOs8+/0WMfHiBX1/zb13nz5innj98LgC1ZLJYSA5t63l7q2bmDeka0l09dr2LPr1q1qtr87QQAAGofQh5Uqby8vHK1Yx0YoKhly5YxCg529e6778rPz09S/rRtKYmJDq4oX0piYpFp2t59910HVwQAKCw2NlYpf/w7fV/PCAUG+Nqln6AAP93XM0KSlJKSol27dtmlH9RuBw4c0LFjx4rt73NLR7m7u8nD3V19bulY7PmjR4/q4MGDVVEiAABAMYQ8AOAEoqOjGQUHu/Lz8ysy/U3qTz8p9cgRB1YkpR45otSffrI+njt3rnx97fPhIQCgcuLi4qzbd3UPt2tfd3YPK7FfwFZKn6qta6HtLhU6FgAAwN4IeQDACZR3dBuj4HAl+vXrp7ffftv6+LdDh/RbQkKVTz9isVjy+z50yLpv5syZ6tevX5XWAQC4vD179li3w9q2tmtfYdf/ef74+Hi79oXaqaSgxsPdrUiA2ftvN8vdza1cxwIAAFQFo6MLAOAYPj4+Nm0HoGZ46qmndPHiRU2YMEFS/oierPPnFdS+vdw8Pe3ef05WlpL27bNO0SZJr7zyikaPHm33vgEAFZeUlGTdDmnZ1K59hbZqVmK/qN2Sk5MVGRl5xeexWCzat29fsf23d7lRPt5/rsPj4+2l27vcqK82f1+k3d69e9W5c2cZDIYrrmXFihVq0qTJFZ8HAADUDoQ8QC0VExOjiRMnljnyw8fHRzExMVVYFYDqYPz48fL29tZTTz0lKX+NnsOnTyvwhhvUICjIJh9e/JXFYtHZpCQlHzigvEKLab/zzjt68sknbd4fAMA2TCaTdbuOp7td+/L0+HP0ROF+UbutWLFCsbGxdjt/4ana/tzXpVjII8lma0WtWLGCL7gAAIByI+QBaqnIyEibfOMNwJXLzc1VQkKC4uPjrT9JSUnKysqSyWSSu7u7PD09FRQUpLCwMOtPaGiojEb7/CofPXq0mjZtqhEjRigtLU15OTn6dc8enT15Ule3aSOvBg1s1lfm2bM6dfhwkdE7/v7+mjt3LlO0AUA15+7+Z7BzKcukul72G/WZlf3nlwAK94vabdmyZXY7t4uLi+67rXOx/ffdFqGR0TNlNpvt0u+yZcucLuQ5dOiQZs+erU2bNul///ufsrKyVL9+fbVt21b33Xefhg8fziwRAADYCSEPAAAOYLFYtH37ds2aNUufffaZMjMzL3vMiRMntHPnTutjLy8v9e3bV0888YS6dOli8xE2/fr1U7du3fTkk09qyZIlkvJH9ZxPSZFXw4a6qkULNWjSRC6urhU+tzkvT2eTk3X6l1+UeeZMkecefPBBvfPOO/L19bXJ6wAA2E9QUJB1O/HYCbuuy5Nw9NcS+0XtlZycrG3bttnt/D063iC/Rg2K7fe/qoF6dLxB38UWn97NFrZt26aTJ086zZRtb775pl544QXl5uYW2Z+enq5NmzZp06ZNevvtt/X555+rXbt2DqoSAICay8XRBQAl4Rs+AGqqCxcuaM6cOWrfvr26d++uRYsWlRjwGD085O7lJQ9vb7l7ecno4VGsTWZmphYtWqRu3bqpQ4cOmjt3ri5cuGDTen19fbV48WItX75c/v7+f/Z95oxO7NmjQ+vW6Zfdu5V65IgyUlOVW8r0ObkmkzJSU5V65Ih+2b1bh9at04kffigS8Pj7+2vFihVatGgRAQ8AOImbbrrJuh1/8Ihd+4r/8c/zh4WF2bUvOIcVK1bY7dwD7uiqFe9MLL3vdyaWOJWbLVgsFru+NltaunSpnn32WeXm5srd3V1jx47VmjVrtGvXLi1cuFDdunWTJP3vf//TXXfdpXPnzjm4YgAAah5G8qBaMRqNuvbaa1kHBkCNtGLFCj3++ONKTU0tst/V3V3evr7yatBAdRo0UJ369WUsYRqaXJNJl86d06WzZ5V59qwupKcr749QZf/+/Ro1apSio6M1a9YsDRw40Ka1Dxw4UHfeeac+/fRTzZo1S/v375ck5ZlMOnfypM6dPGlta/TwkIurqwwuLrKYzTLn5Sk3O7vUc7dr105PPPGEBg8eLG9vb5vWDQCwr/DwcOv211vjNOLBu+3W1zdb40vsF7XXNddcI29v78t+ySUowFdBAX7lPu+QfrdpVNQ9ZY6SbljfRyvenag5i77UJ6u/Lfe5k1LSlJSSXmYbb29vNWvWrNzndKTC9+4rV65Unz59rI87duyoqKgoDRw4UCtXrtRvv/2mDz/8UE8//bQjSgUAoMYi5EGVaty4sVxcSh5A5uPjo5iYGNaJAUpQ3tFtjIKrntLS0vTkk09q6dKlRfZ7NWwo3xYtVL+cU54Z3d3l4+cnH7/8DynMeXk6e/KkTh8/bh0Rk5qaqsjISD3wwAN69913bToixtvbWyNHjtSIESO0Y8cOvffeeyVONVdWoFPAy8tL/fr10xNPPKGIiAibTzUHAKganTt3VkBAgFJSUvT5xp1KTklXYIDtR2MmpaTp8435U5YGBASoU6dONu8Dzqdv376Ki4vToEGDrF9AKcnZjIuaNm64ou651ab9GwwGPTb4Xj02+N5ytV/4xUaNmPh2mW3atWunZcuWKTg42BYl2tX58+d18OBBSfmj+goHPIVNmjRJK1eulCTt2LGDkAcAABtjujZUqX379ikpKanEn4SEBAIeoBQxMTEKCQlRYGBgqT8hISGMgquGVq9ereuvv75IwFMvIECte/RQ67/9TQ2bNq3UmjaS5OLqqkZNm6r13/6m1j16qF5AgPW5JUuW6LrrrtPq1auv9CUUYzAY1LVrVy1cuFDnzp3TgQMH9PHHH2v06NHq0qWLmjVrJn9/f9WrV6/YsTNnztSBAwd07tw5ffrpp3ZZSwgAUHXc3Nz06KOPSpLy8sya/vFKu/Qzff5K5eXlL3I/YsQIubm52aUfOJ82bdooNjZWI0aMKLXNhYuXNPjpVzVy4tu6lHX5L6PY2qWsbI14cYYeeuY1XczMKrXdyJEjFRsbWyUBT05OjgICAmQwGNS7d+/Ltj948KAMBoMMBoNefvllSZKp0DS9LVu2LPXYVq1aWbezy/FlIAAAUDGEPADgBCIjI5WQkFBqSEpQWj3NnDlT/fv3V1pamiTJ1c1NzcLC1LxjR3k1aGDTvrwaNFDzjh3VLCxMrn988JWWlqb+/fvrnXfesWlfhRmNRrVt21ZDhw7VzJkztX37dv3vf//TqVOn9PPPPxdr/+CDD6pt27YyGhlMDAA1xciRI+X+xzSj0z9epe/3Jdr0/Lv2JWrGgtWSJHd39zI/zEftVKdOHc2dO1effvppmVO/zlvylTrf/y8dPnaiymo7fOyEOt//L72/dG2pbby9vbVw4ULNmTNHderUqZK63NzcNGTIEEnSunXrlJycXGb7jz76SJLk6uqqoUOHSspfu7FRo0aSpGPHjpV67NGjR63bzjBCCQAAZ0PIAwCAHbzyyiv617/+ZX1cLyBAbXr2VMOgILuNXDEYDGoYFKQ2PXsWGdXz1FNP6ZVXXrFLnwAABAYGKjo6WpJkNps1ZNzrOnMuwybnPnMuQ0PHvS6zOX8Uz6RJkxQYGGiTc6PmGTx4sOLi4tSuXbtS2+w/fFzhA0dr0Zff2b2ehV9sVNiAJ7X/8PFS27Rv317x8fGKioqyez1/NXz4cEn5/99+8sknpbbLycnRf//7X0nSHXfcUeT/wYLQdc+ePVq7tuQgq2C2AVdXV2ufAADAdgh5AACwsZkzZ2rChAnWx/7BwWresaPcPD2rpH83T08179hR/oW+KTlhwgS7jugBANRuzz//vMLCwiRJh48n6e5HJ15x0HPmXIZ6D39Rh48nSZLCw8M1bty4K64VNVt1mL6tItOz7dy502GjW4KDg/W3v/1NkjR//vxS23355ZfWkemPPPJIkef+7//+T7fffrskqX///nr22We1du1a7d69W0uWLNEtt9yi5cuXy9XVVTNnzlRoaKidXg0AALUXIQ8AADa0evXqIiN4Gl93nRqHhlb5ujMGg0GNQ0PV+LrrrPueeuopu6zRAwCA0WjUokWL5OfnJ0mK3ZugiEFjKj112659iYoYNEa7/jje399fCxcuZLpPlIsjp287fOyEOlXD6dlKUzCy5siRI9q+fXuJbQoCIF9fX917771FnvP29tbatWv1/vvvKygoSG+++abuvvtudezYUQ8++KA2b96sAQMGaPv27Xr88cft+2IAAKilCHkAALCRtLS0It8a9Q8Oln/r1g6sSPJv3brIiJ6RI0cqPT3dgRUBAGqq1q1ba/369dag5/DxJEU8MFbPvDJXSSlp5TpHUkqannllrro8MNY6gsff31/r169Xawf/ToXzqcj0bSu+2XrF/S3/eqvCBjypA9V0eraSREZGqsEfa0WWNJrn1KlT1mnY/v73v1vX3yosLi5OixYtKnVdng0bNmjBggU6f/687QoHAABWhDwAANjIk08+aZ3Kol5AgAJCQhxcUb6AkBDrGj2pqal68sknHVwRAKCmat++vbZv326dus1sNuut+SvV/NYhGvDEFM1dvEZxB37Sxcws5eXl6WJmluIO/KS5i9dowBNT1PzWIXpr/krrGjzh4eHatm1bmR/SA2Up7/RtT8XMtr7vKsNsNuupf8+q1tOzlaROnToaPHiwJGnp0qW6ePFikef/85//KDc3V5L0z3/+s9jxy5cv1y233KKNGzfqhhtu0KpVq3T69GmZTCYdPXpUL7/8snJycjR79mx16dJFKSkp9n9RAADUMoQ8AADYwPLly7V06VJJkqubm4Lat6/yKdpKYzAYFNS+vVzd3CRJS5Ys0YoVKxxcFQCgpmrdurViY2OLrE+Xl2fWqvXbNSp6pm4eOFreHfrKGHq3vDv01c0DR2tU9EytWr9deXn5H7K7u7tr6tSp2rlzJyN4cMUKpm9buHBhqdO3nUw9re/3H650H7v2Jeq31N9LfK46Tc9WkkcffVSSlJGRUexvxILRPTfffLNuuOGGIs+dOnVKw4YNU3Z2tq6//nrt2LFD/fr1U6NGjeTm5qaWLVtq/Pjx+uKLL2QwGPTjjz9q9OjRVfOiAACoRQh5AAC4QhcuXNATTzxhfRzYrp3cPD0dWFFxbp6eCix0Y/7444/rwoULDqwIAFCTGY1GjRkzpsLHNW7cWJMmTdKxY8c0YcIE1uCBTUVFRSk+Pr7UkWGr1pe8Jk15rN6wo8T91W16tpJ06NDBOvqu8JRtu3bt0qFDhySVPIpn8eLF1pE/EyZMUN26dUs8/2233abbbrtNkrRy5UqdOXPGpvUDAFDb8RczAABX6NNPP1Vqaqqk/GnaGgQGOriikjUICtLZkyd1PiVFqampWrhwYZlTlwAAYGsxMTE6fPiwkpKSZDKZ5O7urqCgIIWFhSk8PFydOnWS2x8jTwF7CA4O1ujRo62jVwpr7Neo0ucN8C352CeffLJaTc9WmuHDhys+Pl6bN2/WsWPH1LJlS2vgU6dOnRJDqoSEBOv2TTfdVOb5w8LCtGHDBpnNZv3000/q1KmTbV8AAAC1GCN5AAC4AhaLRbNmzbI+vrpNm2ozTdtfGQwGXd2mjfXxe++9J4vF4sCKAAC1zciRI/Wf//xH3333nbZv367vvvtO//nPfzRmzBh169aNgAdVYtWqVSXu73d7l0qfs7RjV69eXelzVqXBgwfLy8tLFotFCxYs0KVLl7R48WJJ0oABA1S/fv1ixxQeaVewbk9pcnJySjwOAABcOUIeAACuwPbt27V//35JklfDhvJq0MCxBV2GV4MG8mrYUJK0f/9+7dhR8tQiAAAANdH58+e1YcOGYvs7hLZS86CASp+3RdMAtQ9pWWz/+vXrlZGRUenzVpV69epp0KBBkqQFCxZo+fLlOnfunCTpkUceKfGYFi1aWLe3bt1a5vm3bNkiKf9LR82bN7dBxQAAoAAhDwAAV6DwKB7fQje61dlVhep87733HFgJAABA1Vq7dq1MJlOx/f17VX4Uz5/n6Fpsn8lk0tq1a6/43FVh+PDhkqT//e9/GjdunKT8IOeWW24psX2fPn2sI9inTp2q5OTkEtvNmzdPcXFxkqTOnTvrqquusnHlAADUboQ8AABUUm5urj777DNJkqu7u+o3aeLgisqnQZMmcnV3lyR99tlnl51eAwAAoKYobfq0kgKaAtvjf9RXm77XV5u+1449P5barrSgyFmmbOvatatCQ0MlSSkpKZKkhx9+uNSpiENCQvTwww9LkpKTk3XjjTfq5Zdf1tatW7V371598cUXeuihhzRy5EhJkqurq15++eUqeCUAANQuTIQKAEAl/fTTT8rMzJQkefv6ysXV1cEVlY+Lq6u8fX117uRJZWZmKjExUW3btnV0WQAAAHaVnZ2tNWvWFNvfqlljtQ1uXmz/72fP6/GX3tWSrzYX2f9gn1v03qQn1KhBvSL7b2jTQi2bNtaxE78V2b9mzRqZTCa5//Elm+rskUce0bPPPitJcnFx0bBhw8psP2vWLF28eFFLlixRWlqa/u///q/EdnXr1tW8efNKHRUEAAAqj5E8AABUUsFaPJKq/Vo8f1W43vj4eMcVAgAAUEU2btxY4vo4/W7vUmy0ytrNu9X2npHFAh5JWrxmk9reM1Jfb9ldZL/BYChxNM/58+e1cePGK6y+avzjH/+wbvfq1UtNmzYts72Hh4cWL16sjRs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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 828 } }, "output_type": "display_data" } ], "source": [ "plot_results(mclp_from_cm, P_FACILITIES, facility_points, clis=client_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MCLP built from geodataframes (euclidean distance)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:46.400142Z", "start_time": "2023-01-10T18:22:45.653281Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:03.838467Z", "iopub.status.busy": "2023-12-10T19:00:03.837980Z", "iopub.status.idle": "2023-12-10T19:00:04.614352Z", "shell.execute_reply": "2023-12-10T19:00:04.613676Z", "shell.execute_reply.started": "2023-12-10T19:00:03.838444Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 828 } }, "output_type": "display_data" } ], "source": [ "plot_results(mclp_from_gdf, P_FACILITIES, facility_points, clis=client_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You may notice that the model results are similar, yet different. This is expected as the distances between facility and demand points are calculated with different metrics (network vs. euclidean distance).\n", "\n", "### MCLP with preselected facilities (euclidean distance)\n", "\n", "Finally, let's visualize the results of the MCLP when stipulating that facilities $y_0$, $y_1$, and $y_3$ must be included in the final selection." ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:47.182989Z", "start_time": "2023-01-10T18:22:46.402675Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:04.615884Z", "iopub.status.busy": "2023-12-10T19:00:04.615482Z", "iopub.status.idle": "2023-12-10T19:00:05.427827Z", "shell.execute_reply": "2023-12-10T19:00:05.427058Z", "shell.execute_reply.started": "2023-12-10T19:00:04.615827Z" } }, "outputs": [ { "data": { "image/png": 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EWrVqpX379umLL75QRUWFvfxrr72ma6+9Vg8//HCtdX/33XcaP368w++FJAUFBWnw4MHq0qWLKisrtXfvXm3dutX+nXX06FGNHTtW7733nsaPH19jG43xdwEAAACAG3k5yQTU6vK7STt27GhIF4YZe+6554wzZ844lLfZbMYbb7xxxXBZ69evt/e0CA8PN1auXHlFL53Tp08bDz30kMN27dq1M06dOlVtfEePHjV69+7tsE3btm2NpKSkau8IPnnypLFs2TJj3LhxxujRo6utuz49eS4eJx8fH2P69OnG0aNHr9hm3bp1xtVXX33FnaHFxcU1tlUfhw4dMrp27erQ5rBhw4x169ZVeddrQUGBcdtttzmUj4yMrPE9aciePN9//739WF96DF966SXj5MmTVW5jsViMhQsXGrGxsV7ryZOenu5Q3sfHx3j88cevGP7FZrMZH374of3ObJPJZLRt29bpuCorK40f//jHDm1169bNeOutt4xz585dUf748ePG7373O4c771u3bn3FkF2X++1vf2tcffXVRkpKipGTk1NtDzyr1Wq88847V9xp/stf/rLG+g3jyvPq4jBVV111lbFw4ULj/PnzV2zz4YcfXjFU4n333VdrW/Xxm9/8xqG9Vq1aGXPnzjVOnz7tUK6iosJYsWKFfYiyTp06uXTHtrM9eU6cOGG0bt3aXs7Pz8949tlnqx26yjAM4+DBg8Zbb71ljB492pg9e7bDa+Xl5caePXuMPXv2GC+88IJDDC+88IL9taoeVQ0LddNNNxmDBg0yXnjhBePbb7+tNqYzZ84YixYtumJIt4s93Fw5VhfPnZ49exorV668Yug3m81mLF269IohRVNTU2tt66WXXrrirvzhw4cbn3zySbWfi6+++sqYNWuWERISUuP35bPPPnvFuZWcnFzlb115ebnx1ltvXfH9+MYbb9S6D3V1+W/mxba7dOli/OMf/7jiOJ8+fdpITU01TCaTw3ZTpkypsZ3L/y4JCgqy93546qmnjCNHjlyxzf79+x3Ov2+//dbhu1SS8dOf/tTIzs6uss2tW7caI0aMcCgfHx9f47CBVqvVuP766x226dq1q/HOO+9ccS6UlpYazz77rH2YsMvft9p68nhqfy79vO/Zs8d47LHHHLZZsWJFlZ/1y4fqrU9PnkuHJLz//vuNAwcOXLFNYWGhMWHCBIftgoODr/jevdyZM2eM6667zmG7vn37GqtWraryvT148KDxwAMPXBFfbT27Gup3AQAAAIB3kORBo3f5xRTpwjj/tQ179Pzzz1d5sad37961zvVx+T/qb775ZrVlLx+CqmvXrsaXX37p9P4dOnSo2tfqk+S5+Jg/f36N25WUlBj9+vVz2Oauu+5yOn5XXX5sf/3rXzs1t8XlQz2lpKRUW7Yhkzw33nijQ/l+/foZe/fudbq9mt5/TyV5CgsLHS66SzJef/31Gus/fPhwlfP21BbX5cmk6OjoKi+AXm7lypWGj4+PfbsxY8bUWH7fvn0uzaF17Ngxh4ufvr6+tQ7bdvl5dfHz/t1339W43RdffOEwF0ibNm1qTFLWxxdffOFw3Pz9/Y3333+/xm3y8/OrnIvGXUmef/zjHy5dLL5cTXPE1GcuqoucmUvoUvv27XOYzyI4OLjahO5Flx8rSca1115b69Bgq1evdtimR48eNQ4B9e23315xg8Nvf/tbpz8bZ8+eNU6cOFHla1lZWQ7J144dOxpbt26ttc6dO3caV111lX279u3be+z8v/w3U5IRFhZmFBQU1Ljd6tWrr5iv5+OPP662fFV/l0gyli1b5lSclZWVV1zYf/bZZ2vdrry83Pj5z3/usN3bb79dbfkXX3zxiu+r2r7nVq1aVeXwdjV9bhtqfwyj7r/v9UnyXHz85S9/qXV/Bg8e7LBNTX8/GsaVyZef/exnTs2Ldfl7O23atGrLNuTvAgAAAADvIMmDRq+qiynOXDw4e/ZslfMRbNy4sdZtP//8c4dtJk2aVGW5/Px8h4shfn5+RkZGhsv7WJ36Jnluu+02p9rJyclx2I+AgIAakw919cUXXzjEN3z4cKcvPlZUVDjMfRISElJlTxDDaLgkz7p16xzKtmvXrtaLia7wVJJnzpw5DmXvuOMOp+LZsmXLFRf/aorr7NmzDr1Y2rdvbxw8eNCptgzjyotfubm5Tm/rjJycHIf6//CHP9RYvqokz7p165xqKyEhoU7bueruu+92aOepp55yartVq1a5fDHP2STP5Ym+7du3u7hX1XNHkqcuLj9etU20fvmx8vf3N3bs2OFUWzExMQ7b7tq1q9qykydPvuKCsbvmwbnpppsc6v6///s/p7d95513HLZ98cUX3RLT5apK8vzrX/9yatvLbyS4+eabqy1b1d8lrvTQW7lypcO2v/jFL5zetrS01OHi+4ABA6osV1lZafTq1cuhndou7F9U1dwzNSV5GmJ/LvJWkmfy5MlOtbN27VqntysqKnLoRdarV68reqfX5NKbZkwmU7V/tzXk7wIAAAAA7/AV0MS0adNGjz32WK3lAgMDFRcX5/BcfHy84uPja902Pj5egYGB9vWvvvqqynILFixwmM/hrrvuuqJNb0pNTXWq3ODBg3XbbbfZ18vLy7V8+XK3x3P5nBx//OMf5evr3NeQn5+fw/tusVi0efNmt8bnqtdff91h/amnntI111zjpWic99e//tVhPSUlxanthgwZoltuucXpdlasWCGLxWJff/zxx9W1a1ent3/qqacc1t977z2nt3XG4MGD1bNnT/v6pk2bXNp+2LBhGjt2rFNlL5/n6ssvv3SpLWecO3dOK1eutK+3atVKs2bNcmrbO+64o8HmuSopKWmQdjzp5ptvlslksq+7eu7ccccdioqKcqqss+fOsWPH9I9//MO+7uvrq/nz58vHx8el2Kry/fffO8zfNWrUKP3sZz9zevuEhASHz5q7P8vVGTx4sG699VanyiYlJTm8px988IHD91dt/ud//sfpspf+Fvr4+Oi5555zett27drpwQcftK9v375de/fuvaLchg0bHJ4fMmSI0/PtJSUlKSAgwOmYGmJ/vG3OnDlOlRs3bpzDeVTTd/0bb7whq9VqX09OTlabNm2cjunS30ir1aoPP/zwijJN5XcBAAAAQP2Q5EGTM3z4cHXo0MGpspGRkQ7rP/3pT53aztfXV1dffbV9/fDhw1WW++STTxzWH3roIafqbwgDBgzQgAEDnC4/efJkh/WMjAx3h6SPP/7YvhwWFqZRo0a5tP2YMWMc1jdu3OiWuOrCZrPps88+c3ju0gtVjVVhYaH27dtnXx84cKCuvfZap7efMmWK02XXr1/vsP7LX/7S6W0lKSIiQj169LCv1+X9NgxDp0+f1qFDh7R3794rHiEhIfayeXl5LtV90003OV328gv6nkh05OTk6Ny5c/b18ePHq1OnTk5v78p764p+/fo5rP/+97/X6dOnPdKWO9lsNpWWlurgwYNXnDcHDx50OLaN4dz5/PPPVVlZaV8fO3asw+9YfVz63S25/ln28fFx+L7Pzs52uLjtKZf/rtXkqquu0rhx4+zrNpvN6RsJrr322iv+3qjOmTNnlJWVZV8fMmSIevfu7XScknO/hZf/hk+aNMnp+kNCQhyORU0aan+8KSIi4orvseoEBAQ4fO5q+q6/9DfSz89PCQkJLsUVHx8vf39/+3pVx62x/i4AAAAAcC//2osAjYuzdz9LUvv27d2y7alTp654vbS0VNu3b7evt23bVkOGDHG6fk8bNmxYvcp/8cUXV5Q5cuSI0xdnO3furHbt2tnXv//+ex06dMi+fs011zgkG5xx+UXB77//3qXt3SkvL0/Hjx+3r/ft29elXirekpOT47Be3/OkJpdeZDSZTGrVqpXLd2h36tRJ+/fvl+Tc+221WrVu3Tq9++672rp1q/Lz83X+/Hmn2rr0/XRG//79nS7bsWNHh/WTJ09WWa6wsFAVFRVO1RkeHu5wga8h31tX/PjHP1ZoaKj9YmdWVpYiIyP161//WrfffrtuuOEGp3v0edKZM2e0du1arVmzRl999ZUKCgqcfi8aw7lzeW+i0aNHuxRTTS5PGISGhrr8Wb60h8K5c+d08OBB9erVy/7ciRMndOLECafq6tChg1M3e9TlM7B27Vr7+hdffOFU78UbbrjB6TaysrJUXl5uX4+IiHD5WF7ag1iq+rvRHd8Hl/beqk5D7Y83ufJ5lRw/s9V9Xs+dO6fc3Fz7evfu3XXkyBEdOXLEpbY6dOhg38ZT5wEAAACAxo8kD5qcyy941eTSC6CSnO4BdPm2VV3oO3z4sAzDsK/37dtXfn5+TtfvaX369HGpfHh4uFq3bm2/47Oqu0+ffvppvf32207Vt3jxYk2dOtW+fuDAAYfXMzIyXL7b93LHjh2r1/b1cWnCSpJLvWG86fJeac7efX5R9+7dHc6T6thsNh08eNC+brVa692roLb3e82aNXriiSe0Z8+eOtVf3cW46rjyXXT50EeXXhS9VHx8vNPJzz179jhcJK/ve+vqd4az2rRpozfeeEMJCQn2i7nFxcWaO3eu5s6dqw4dOmj48OEaPny4RowYodjYWLVu3dojsVTnzTff1KxZs1wanutSjeHc8eR30uXf3672OKjKsWPHHM7fV155xemhI5OTk/Xss8/WWs7Vc/ryz4yzPe5CQ0OdbuPyY/n3v/9df//7353evipVfTc21PdBQ+2PN7nyeZUcP7PVJYqLi4sdPst79+71yN9EjfV3AQAAAIB7ef/WWcBF9bnj2513ix89etRh3dWLAJ4WHBzs8jaX9l6yWq06c+aM2+K5/Hi5Q2lpqdvrdFZjf/+rc3mPg/qeJzW1c/nd2fVV0/v9yiuv6LbbbqtzgkeSQ9LWGY2h98ml6vveOvO+1tXtt9+uDz/8sMo5q06cOKF///vfSkpK0pgxYxQSEqIpU6ZU2ZvQE5544gk98MADdU7wSFf2RKiNJ84dT34nNdXv7/p+BpxNNgQFBTndRkMdy4b6Pmiq54YrGuLz6g7ePA8AAAAAeFfjukIFNGHumNzandwRjzv3yRPzL7h6Ud6TGtv77yxPxd0Q821clJ2d7TABtST16tVLs2bN0tq1a7Vjxw4dO3ZMZWVlstlsMgzD/nB1XqimxNX31tPn8NixY5WXl6d3331Xv/rVr9SlS5cqy50+fVrLly/X0KFDdd9996msrMxjMa1cuVKvvPKKw3PXXnut0tLS9NFHH2nnzp06ceKEzp0753DeGIahnj17eiwud+D7u/488Zlobseyue1PQ/HWcWtsvwsAAAAA3IPh2oA66ty5s8N6YxtexNXhgy7fxmQyOcyhIElLlizRkiVL6hTP5ccrMTFRCxYsqFNdnnTpxOU1aezvf3Wcnd+jJs5sc9VVVzms9+nTRzt37nS5LWekpKQ49KRITEzUa6+9dsVwjVWpar4tb3J1LotL1fe9dXY+lPrw9/fX7bffrttvv12S9N1332nz5s3KzMzU+vXrtXv3bofyixcv1okTJ/Tuu+96JJ7k5GSH9bS0NP3+97936sJmYzt3PPmd1LlzZ+3atcu+fvDgQbfPQfbss886NQSbK06dOqWQkBCny1/+mfFED83L36c//vGP+t3vfuf2di6Pvb7HojoNtT/NzeXHbdy4cfroo4/c3k5T+F0AAAAAUH/05AHqqEuXLg4XAnft2uV0gqAhXHpBzhmFhYUO86y4MseAMy6/a9/V+Fxx+cV9ZydPl5yfQP3yC5w7duxwug1vuvx9KCgocGn7AwcO1Dofj3QhSXjpxaU9e/ZUO5dIfZw5c0affPKJfT0iIsLpBI905TwmTVl931tPfiarc8011+juu+/WG2+8oe+//15ffvmlJk2a5FBm9erV+vjjj93edkFBgfLy8uzrI0eO1OzZs51K8JSVlTW6i5+e/E5qyO9vd3I1zss/M+7+HZQa7lg21PdBUz03vK25nQcAAAAAvIskD1BH7dq106BBg+zrp0+fVk5OjhcjcpSVleVS+ezsbIf1IUOGuDMcXXvttQ5ju2/evNlj4+5fPua8Kxdjv/32W6fKRUVFqVOnTvb1nTt3qri42Ol2vCUmJsZhvb7nSU1uvPFG+3J5ebk+++wzl9pyxr59+xyGvfnpT3/qdIJn9+7dTeI9c1ZDvreecv3112v58uX6zW9+4/D86tWrqyxfn6GELr/YOXHiRKe33bx5c6MbUiouLs5h3Z2ft0s/y5K0bt06t9XtSY3td1CShg8f7nDerl+/3iPnUkN9HzTU/jQ3wcHBuvbaa+3re/fudTkB44zm8LsAAAAAoHYkeYB6+MlPfuKw3piGH/vmm2+0fft2p8svX77cYT0+Pt6t8fj5+enHP/6xff38+fP629/+5tY2Lrr87mtX7mj/4IMPnCrn4+OjH/3oR/Z1wzC0cOFCp9vxlvDwcIe5RLZv3+50YkuSli1b5nTZ8ePHO6wvWrTI6W2ddXkCz5VJous69GBjFRMTo9atW9vXP/roI5eG7HLlvfW0X//61w7re/bsqbJcq1atHNbPnz/vdBvN7dwZNWqUQ4Jz3bp11R43V13+Wf7b3/7mVI8+b1uxYoXTZY8ePeqQvPL19dXw4cPdHlNISIhuuOEG+3pRUZH+/e9/u72dy3/DXTkWFovF6UReQ+1Pc9QQv5HN6XcBAAAAQPVI8gD18NBDD8nPz8++/re//c3luyQ9KSkpyalyubm5+te//mVfDwgI0OTJk90ez6OPPuqwnpKS4pHhsqKjox3W33//fae2+/bbb12a++O3v/2tw/qLL754xZwijdE999zjsH75vCTV+eKLL/Tee+853c7dd9+tDh062NdXrlzpMLSaO1w+30B+fr5T2+3bt0/z5s1zayze1rp1a9155532davVqj/+8Y9ObfvPf/5TX331lYcic93lvbEuT+ZcdOn5Jbk2/F5dz52cnBz9/e9/d7qdhtKhQwdNmTLFvm6z2TR9+nS31D1gwACNGjXKvn7gwAGnzy1vys3N1Zo1a5wqm5qa6tArcMKECS7NYeOKRx55xGH96aef1unTp93axsiRI9WrVy/7ek5OjtauXevUtqmpqS4Nr9kQ+9McPfzwww7fdfPnz3fppgtnNKffBQAAAADVI8kD1MPVV1/tcFGtoqJCCQkJLvWg8eRwUf/617/02muv1VjGYrHorrvucpi4/he/+IXCwsLcHs/o0aM1duxY+3pJSYkmTJigwsJCl+opLS29oufRpSIjI9W9e3f7ek5OjkMSqyqHDx/WnXfe6dK8SqNHj9bIkSPt66dOndItt9yiAwcOOF2HN4YLe/DBBx3u7P3nP/9Zay+0kpKSK86T2nTo0EHPPPOMw3MJCQnKyMhwKd7Kykq9++67Vd59fPXVV6tdu3b29bVr1+qbb76psb4jR47o5z//ucsTUDcF06dPdxg66dVXX631wu6uXbuuGB7NnZYtW+Yw940z/vrXvzqsR0VFVVnu8uddGUbs0uE2Jentt9+u9fO4e/du3XnnnR6ZX8odfve73ykgIMC+vnbtWj3++ONOf27Lysqq/VzMnTvX4dxKS0vTn//8Z5djzM7O1pdffunydnX10EMP6fvvv6+xTFW/lY899pjHYrrnnnvUr18/+3peXp5uv/12p+eEu8hisVR7Y4Kvr+8VyZcHH3yw1t5d7777rv7yl7+4FEdD7E9zdM0112jatGn29XPnzmnChAkuz6d1/vz5GnsXNsbfBQAAAADuRZIHqKdXX31V11xzjX29qKhIN954o1JTU3XkyJEqtyktLdWKFSs0fvz4KyYZd5eLd6k/+uijevzxx6u82PLxxx/rxhtvdLiDvVOnTvrTn/7kkZikCxdSw8PD7etfffWVBg4cqPT09GqPl3ThmL333nv69a9/LbPZrFmzZlVb1sfHR/fff7/Dc3fddVeVw9VUVlZq5cqVGjp0qPLy8q64u782f/3rX3XVVVfZ17/99lsNHjxY8+bNq3bOoSNHjujNN9/U8OHD9T//8z8utecOZrNZqampDs/95je/0VNPPVXlebJu3TrdeOON2rVrl0wmk9q2bet0WzNmzNC4cePs6ydOnNDo0aP129/+Vjt37qx2u/Lycm3atEkzZ87U1VdfrTvuuEOnTp26opzJZNJtt93msN348eP14YcfXlG2srJS//znPzVkyBBt3bpVPj4+Du9dcxATE6OHH37Yvn4x8fz//t//09mzZx3KVlZW6h//+IdGjBihkpISl899Z61cuVLXXnutxowZo9dee0179+6ttqzFYtHTTz+tl156yf6cr6+v7rrrrirL9+zZUxEREfb1zZs3a8qUKfrwww+1c+dO7d271+FRUVFhL9utWzeHIa2OHTumMWPGVNkb8/z583rzzTcVGxurvXv3qnXr1g7Jxcaib9++DsdOuvAbNWrUKH366afVJnu2bdum3//+9+rZs2e1CZi4uDg9++yzDs89+uij+tnPfqbPPvus2roNw1B+fr5eeOEFDR06VLGxsdq2bZvrO1cHHTt2VHFxseLj4/XOO+9cEeOZM2f0hz/8Qb/85S8dEvyTJ0++YjhWd/Lz89OqVasc5o/7+OOPNXDgQL3++us1zld37Ngx/eMf/9CkSZPUvXv3GnskTp8+3SGZefDgQcXFxWnVqlVVHovU1FT96le/ks1mc+n7oKH2pzl66aWXNHDgQPv6/v37FRMTo9///vc13jBSVlamjz/+WNOnT1f37t0dkkWXa4y/CwAAAADcy7nZqQFUq0OHDlqzZo3Gjx9v75Fy+vRpJScnKyUlRQMHDlSPHj0UFBSkU6dO6fvvv9fOnTvtF5QuHQLHnWbNmqV58+bpwIEDevXVV/WXv/xFsbGxMpvNOnPmjL7++mvt27fPYZuAgAC9/fbbHunFc1HXrl21du1aTZgwQQcPHpQkHT9+XDNnztT//M//KCoqShEREWrfvr3Onz+vEydO6Pvvv9fevXsdJnPu1KlTje08+eSTWrJkif2u5TNnzmjy5Ml65plnFBMTo7Zt2+rIkSP64osv7ImNdu3a6c0339Qdd9zh9P707NlT7777rm699Vb7HB8Wi0WPPfaYnnrqKUVHR8tsNiswMFAnTpzQrl279P3339v3pW/fvk635U5PPvmkPv/8c/scRDabTS+99JLmz5/vcJ5s27ZN+/fvt2+Xlpamv/zlLzpz5oxT7fj7++udd97RhAkTtGnTJkkXLiL95S9/0V/+8heZzWZdd9116tSpk2w2m06dOqXCwkLl5+c73Vvi2Wef1b/+9S/78EAHDx7Uz372M/Xs2VM33HCD2rRpc8V7LV34jGRkZOjzzz93qp2mIj09XdnZ2crNzZV0IUExa9Ys/eEPf1BsbKy6dOmikydPKicnRyUlJfbtXn/9df3qV7/ySEyGYeizzz7TZ599pkceeURXXXWVrr32Wl111VVq27atzp49q927d2v79u1X9KabNWuW+vfvX23dTzzxhMNQkMuXL6+2p9+ePXschrB6/vnnNWrUKHvyJz8/X8OHD1ffvn113XXXyWQy6fDhw9qyZYvD8FPz58/XH/7wh0Y5JNUjjzyi3bt36+WXX7Y/l5GRoR/96Ee66qqrdMMNN6hz586qrKyUxWLR119/7fQcHUlJSbJYLA49eD788EN9+OGHat++vW644QaFhIQoICBAp06dUklJiXbs2OG143TxnC4uLtYvf/lLdenSRYMHD1b79u11+PBhZWVlXXGR+9prr9X8+fM9Htu1116rf/7zn0pISLD3niosLNRvfvMbPfrooxowYIB69Oih4OBgnT171v774UrP14CAAC1btkyjRo3S0aNHJV0Y0vDOO++84lhs3rxZZWVlki7MT/X8888rMTGxUe1Pc9SuXTutXbtW48aNs99wU1ZWpj/+8Y/64x//qIiICPXr108dOnRQRUWFTp48qb179+q7775zqedxY/xdAAA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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 828 } }, "output_type": "display_data" } ], "source": [ "plot_results(mclp_from_gdf_pre, P_FACILITIES, facility_points, clis=client_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, the differences is explained by the preselected facilities $y_0$, $y_1$ and $y_3$. So, the MCLP model chooses the facility $y_4$ to maximize the coverage given the client points.\n", "\n", "-----------------------------------\n", "\n", "## Comparing solution from varied metrics" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:49.546092Z", "start_time": "2023-01-10T18:22:47.185611Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:00:05.429444Z", "iopub.status.busy": "2023-12-10T19:00:05.428967Z", "iopub.status.idle": "2023-12-10T19:00:07.760922Z", "shell.execute_reply": "2023-12-10T19:00:07.760237Z", "shell.execute_reply.started": "2023-12-10T19:00:05.429420Z" }, "scrolled": true }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 556, "width": 1569 } }, "output_type": "display_data" } ], "source": [ "fig, axarr = plt.subplots(1, 3, figsize=(20, 10))\n", "fig.subplots_adjust(wspace=-0.01)\n", "for i, m in enumerate([mclp_from_cm, mclp_from_gdf, mclp_from_gdf_pre]):\n", " plot_results(m, P_FACILITIES, facility_points, clis=client_points, ax=axarr[i])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "- [Church, R. L., & Murray, A. T. (2018). Location covering models: History, applications and advancements (1st edition 2018). Springer](https://www.springer.com/gb/book/9783319998459)" ] } ], "metadata": { "interpreter": { "hash": "31b88bb145573cdebdaa7fd72fef7949ecb3dda26d5e10d4ccc660a5d07787a7" }, "kernelspec": { "display_name": "Python [conda env:py312_spopt]", "language": "python", "name": "conda-env-py312_spopt-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 4 }