{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "source": [ "# The P-Median 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", "Hakimi (1965) proposed this model thinking about locating telephone switching centers. The objective was to minimize the total length of wire serving all customers while locating $p$ telephone switching centers, assuming that each customer would be connected to the closest switching center. Here the objective is to _locate a fixed number of facilities such that the resulting sum of travel distances is minimized_.\n", "\n", "**P-Median can be written as:**\n", "\n", "$$\n", "\\begin{array}{lllll}\n", "\\textbf{Minimize} & \\displaystyle \\sum_{i \\in I} \\sum_{j \\in J} a_i d_{ij} X_{ij} &&& (1) \\\\\n", "\\textbf{Subject to:} & \\sum_{j \\in J} X_{ij} = 1 & \\forall i \\in I && (2) \\\\\n", "& \\sum_{j \\in J} Y_j = p &&& (3) \\\\\n", "& X_{ij} \\leq Y_j & \\forall i \\in I, j \\in J && (4) \\\\\n", "& X_{ij} \\in \\{0, 1\\} & \\forall i \\in I, j \\in J && (5) \\\\\n", "& Y_j \\in \\{0, 1\\} & \\forall j \\in J && (6) \\\\\n", "\\end{array}\n", "$$\n", "\n", "$$\n", "\\begin{array}{lllll}\n", "\\textbf{Where:} \\\\\n", "& i & = & \\text{index referencing demand nodes} \\\\\n", "& j & = & \\text{index referencing potential facility sites} \\\\\n", "& d_{ij} & = & \\text{distance or travel time between node } i \\text{ and } j \\\\\n", "& p & = & \\text{number of facilities to locate} \\\\\n", "& a_i & = & \\text{demand at node } i \\\\\n", "& X_{ij} & = &\n", " \\begin{cases}\n", " 1, & \\text{if demand } i \\text{ is assigned to facility } j \\\\\n", " 0, & \\text{otherwise}\n", " \\end{cases} \\\\\n", "& Y_j & = &\n", " \\begin{cases}\n", " 1, & \\text{if facility is located at node } j \\\\\n", " 0, & \\text{otherwise}\n", " \\end{cases}\n", "\\end{array}\n", "$$\n", "\n", "\n", "_The formulation 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.\n", "\n", "* `PMedian.from_cost_matrix()` with network distance as the metric\n", "* `PMedian.from_geodataframe()` with euclidean distance as the metric\n", "* `PMedian.from_geodataframe()` with predefined facility locations and euclidean distance as the metric" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:08.117170Z", "start_time": "2023-01-10T18:24:08.084712Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:04.841730Z", "iopub.status.busy": "2025-04-07T19:08:04.841657Z", "iopub.status.idle": "2025-04-07T19:08:04.855381Z", "shell.execute_reply": "2025-04-07T19:08:04.855016Z", "shell.execute_reply.started": "2025-04-07T19:08:04.841714Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: 2025-04-07T15:08:04.849791-04:00\n", "\n", "Python implementation: CPython\n", "Python version : 3.12.9\n", "IPython version : 9.0.2\n", "\n", "Compiler : Clang 18.1.8 \n", "OS : Darwin\n", "Release : 24.4.0\n", "Machine : arm64\n", "Processor : arm\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": "2023-01-10T18:24:10.485373Z", "start_time": "2023-01-10T18:24:08.120946Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:04.856351Z", "iopub.status.busy": "2025-04-07T19:08:04.856249Z", "iopub.status.idle": "2025-04-07T19:08:06.211637Z", "shell.execute_reply": "2025-04-07T19:08:06.211394Z", "shell.execute_reply.started": "2025-04-07T19:08:04.856340Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Watermark: 2.5.0\n", "\n", "numpy : 2.2.4\n", "geopandas : 1.0.1\n", "shapely : 2.1.0\n", "spaghetti : 1.7.6\n", "matplotlib: 3.10.1\n", "pulp : 2.8.0\n", "spopt : 0.6.2.dev3+g13ca45e\n", "\n" ] } ], "source": [ "import warnings\n", "\n", "import geopandas\n", "import matplotlib.lines as mlines\n", "import matplotlib.pyplot as plt\n", "import numpy\n", "import pulp\n", "import shapely\n", "from matplotlib.patches import Patch\n", "\n", "import spopt\n", "from spopt.locate import PMedian, simulated_geo_points\n", "\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": "2023-01-10T18:24:10.493127Z", "start_time": "2023-01-10T18:24:10.489504Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.212673Z", "iopub.status.busy": "2025-04-07T19:08:06.212518Z", "iopub.status.idle": "2025-04-07T19:08:06.214352Z", "shell.execute_reply": "2025-04-07T19:08:06.214165Z", "shell.execute_reply.started": "2025-04-07T19:08:06.212665Z" } }, "outputs": [], "source": [ "# quantity demand points\n", "CLIENT_COUNT = 100\n", "\n", "# quantity supply points\n", "FACILITY_COUNT = 10\n", "\n", "# number of candidate facilities in optimal solution\n", "P_FACILITIES = 3\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": "2023-01-10T18:24:10.532505Z", "start_time": "2023-01-10T18:24:10.496282Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.214692Z", "iopub.status.busy": "2025-04-07T19:08:06.214551Z", "iopub.status.idle": "2025-04-07T19:08:06.226090Z", "shell.execute_reply": "2025-04-07T19:08:06.225902Z", "shell.execute_reply.started": "2025-04-07T19:08:06.214684Z" } }, "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": "2023-01-10T18:24:10.651013Z", "start_time": "2023-01-10T18:24:10.535185Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.226504Z", "iopub.status.busy": "2025-04-07T19:08:06.226404Z", "iopub.status.idle": "2025-04-07T19:08:06.267353Z", "shell.execute_reply": "2025-04-07T19:08:06.267158Z", "shell.execute_reply.started": "2025-04-07T19:08:06.226497Z" } }, "outputs": [], "source": [ "streets = spaghetti.element_as_gdf(ntw, arcs=True)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:10.680319Z", "start_time": "2023-01-10T18:24:10.653854Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.267792Z", "iopub.status.busy": "2025-04-07T19:08:06.267702Z", "iopub.status.idle": "2025-04-07T19:08:06.277783Z", "shell.execute_reply": "2025-04-07T19:08:06.277608Z", "shell.execute_reply.started": "2025-04-07T19:08:06.267786Z" } }, "outputs": [], "source": [ "streets_buffered = geopandas.GeoDataFrame(\n", " geopandas.GeoSeries(streets[\"geometry\"].buffer(0.5).union_all()),\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": "2023-01-10T18:24:10.837523Z", "start_time": "2023-01-10T18:24:10.683808Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.278211Z", "iopub.status.busy": "2025-04-07T19:08:06.278104Z", "iopub.status.idle": "2025-04-07T19:08:06.337945Z", "shell.execute_reply": "2025-04-07T19:08:06.337688Z", "shell.execute_reply.started": "2025-04-07T19:08:06.278205Z" } }, "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": "2023-01-10T18:24:10.856866Z", "start_time": "2023-01-10T18:24:10.840350Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.338301Z", "iopub.status.busy": "2025-04-07T19:08:06.338234Z", "iopub.status.idle": "2025-04-07T19:08:06.344732Z", "shell.execute_reply": "2025-04-07T19:08:06.344541Z", "shell.execute_reply.started": "2025-04-07T19:08:06.338294Z" } }, "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": "2023-01-10T18:24:11.377900Z", "start_time": "2023-01-10T18:24:10.859377Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.345142Z", "iopub.status.busy": "2025-04-07T19:08:06.345046Z", "iopub.status.idle": "2025-04-07T19:08:06.495322Z", "shell.execute_reply": "2025-04-07T19:08:06.495102Z", "shell.execute_reply.started": "2025-04-07T19:08:06.345136Z" } }, "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,\n", " color=\"red\",\n", " zorder=2,\n", " 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": "2023-01-10T18:24:11.390148Z", "start_time": "2023-01-10T18:24:11.384825Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.495799Z", "iopub.status.busy": "2025-04-07T19:08:06.495685Z", "iopub.status.idle": "2025-04-07T19:08:06.497939Z", "shell.execute_reply": "2025-04-07T19:08:06.497762Z", "shell.execute_reply.started": "2025-04-07T19:08:06.495790Z" } }, "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": "2023-01-10T18:24:11.399751Z", "start_time": "2023-01-10T18:24:11.393424Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.498332Z", "iopub.status.busy": "2025-04-07T19:08:06.498248Z", "iopub.status.idle": "2025-04-07T19:08:06.500326Z", "shell.execute_reply": "2025-04-07T19:08:06.500132Z", "shell.execute_reply.started": "2025-04-07T19:08:06.498326Z" } }, "outputs": [ { "data": { "text/plain": [ "np.int64(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": "2023-01-10T18:24:11.697287Z", "start_time": "2023-01-10T18:24:11.401700Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.502259Z", "iopub.status.busy": "2025-04-07T19:08:06.502185Z", "iopub.status.idle": "2025-04-07T19:08:06.594689Z", "shell.execute_reply": "2025-04-07T19:08:06.594450Z", "shell.execute_reply.started": "2025-04-07T19:08:06.502252Z" } }, "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": "2023-01-10T18:24:11.891805Z", "start_time": "2023-01-10T18:24:11.700066Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.595154Z", "iopub.status.busy": "2025-04-07T19:08:06.595080Z", "iopub.status.idle": "2025-04-07T19:08:06.655241Z", "shell.execute_reply": "2025-04-07T19:08:06.654996Z", "shell.execute_reply.started": "2025-04-07T19:08:06.595147Z" } }, "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": "2023-01-10T18:24:12.237165Z", "start_time": "2023-01-10T18:24:11.895616Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.655661Z", "iopub.status.busy": "2025-04-07T19:08:06.655598Z", "iopub.status.idle": "2025-04-07T19:08:06.767268Z", "shell.execute_reply": "2025-04-07T19:08:06.767048Z", "shell.execute_reply.started": "2025-04-07T19:08:06.655654Z" } }, "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,\n", " color=\"red\",\n", " zorder=2,\n", " 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": "2023-01-10T18:24:12.305988Z", "start_time": "2023-01-10T18:24:12.239981Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.767602Z", "iopub.status.busy": "2025-04-07T19:08:06.767540Z", "iopub.status.idle": "2025-04-07T19:08:06.789857Z", "shell.execute_reply": "2025-04-07T19:08:06.789683Z", "shell.execute_reply.started": "2025-04-07T19:08:06.767596Z" } }, "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": "2023-01-10T18:24:12.313428Z", "start_time": "2023-01-10T18:24:12.307697Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.790249Z", "iopub.status.busy": "2025-04-07T19:08:06.790169Z", "iopub.status.idle": "2025-04-07T19:08:06.792135Z", "shell.execute_reply": "2025-04-07T19:08:06.791941Z", "shell.execute_reply.started": "2025-04-07T19:08:06.790242Z" } }, "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": "2023-01-10T18:24:12.320550Z", "start_time": "2023-01-10T18:24:12.315730Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.792404Z", "iopub.status.busy": "2025-04-07T19:08:06.792347Z", "iopub.status.idle": "2025-04-07T19:08:06.794231Z", "shell.execute_reply": "2025-04-07T19:08:06.794060Z", "shell.execute_reply.started": "2025-04-07T19:08:06.792398Z" } }, "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 ``PMedian.from_cost_matrix`` we model the $p$-median problem to minimize the total *weighted* cost between clients and $p$ facilities, 3 in our case, while ensuring that each client is assigned to one, and only one, facility. We use the network distance matrix calculated above (in generic 'distance units') to model cost." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.359597Z", "start_time": "2023-01-10T18:24:12.322414Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.794552Z", "iopub.status.busy": "2025-04-07T19:08:06.794499Z", "iopub.status.idle": "2025-04-07T19:08:06.806030Z", "shell.execute_reply": "2025-04-07T19:08:06.805867Z", "shell.execute_reply.started": "2025-04-07T19:08:06.794546Z" } }, "outputs": [], "source": [ "pmedian_from_cm = PMedian.from_cost_matrix(\n", " cost_matrix, ai, p_facilities=P_FACILITIES, name=\"p-median-network-distance\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The expected result is a solved instance of `PMedian`." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.453831Z", "start_time": "2023-01-10T18:24:12.361767Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.806379Z", "iopub.status.busy": "2025-04-07T19:08:06.806308Z", "iopub.status.idle": "2025-04-07T19:08:06.845590Z", "shell.execute_reply": "2025-04-07T19:08:06.845353Z", "shell.execute_reply.started": "2025-04-07T19:08:06.806372Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pmedian_from_cm = pmedian_from_cm.solve(solver)\n", "pmedian_from_cm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What's total and mean minimized weighted cost?" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.462197Z", "start_time": "2023-01-10T18:24:12.457430Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.846059Z", "iopub.status.busy": "2025-04-07T19:08:06.845977Z", "iopub.status.idle": "2025-04-07T19:08:06.848023Z", "shell.execute_reply": "2025-04-07T19:08:06.847842Z", "shell.execute_reply.started": "2025-04-07T19:08:06.846050Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A total minimized weighted distance of 2117.596 units is observed, with a mean distance of 3.657 per individual client.\n" ] } ], "source": [ "pmp_obj = round(pmedian_from_cm.problem.objective.value(), 3)\n", "pmp_mean = round(pmedian_from_cm.mean_dist, 3)\n", "print(\n", " f\"A total minimized weighted distance of {pmp_obj} units is \"\n", " f\"observed, with a mean distance of {pmp_mean} per individual client.\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Define the decision variable names used for mapping later." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.476606Z", "start_time": "2023-01-10T18:24:12.464200Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.848286Z", "iopub.status.busy": "2025-04-07T19:08:06.848232Z", "iopub.status.idle": "2025-04-07T19:08:06.852908Z", "shell.execute_reply": "2025-04-07T19:08:06.852744Z", "shell.execute_reply.started": "2025-04-07T19:08:06.848280Z" } }, "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 7.5947) y5\n", "6 POINT (5.1984 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\"] = pmedian_from_cm.fac_vars\n", "facility_points[\"dv\"] = facility_points[\"dv\"].map(lambda x: x.name.replace(\"_\", \"\"))\n", "facilities_snapped[\"dv\"] = facility_points[\"dv\"]\n", "facility_points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculating euclidean distance from a `GeoDataFrame`\n", "\n", "With ``PMedian.from_cost_matrix`` we model the $p$-median problem to minimize the total *weighted* cost between clients and $p$ facilities, 3 in our case, while ensuring that each client is assigned to one, and only one, facility. Here we use geodataframes to calculate a euclidean distance cost matrix.\n", "\n", "Next we will solve the $p$-median problem considering all 10 candidate locations for potential selection." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.514148Z", "start_time": "2023-01-10T18:24:12.478727Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.853281Z", "iopub.status.busy": "2025-04-07T19:08:06.853208Z", "iopub.status.idle": "2025-04-07T19:08:06.866097Z", "shell.execute_reply": "2025-04-07T19:08:06.865877Z", "shell.execute_reply.started": "2025-04-07T19:08:06.853275Z" } }, "outputs": [], "source": [ "distance_metric = \"euclidean\"\n", "clients_snapped[\"weights\"] = client_points[\"weights\"]\n", "pmedian_from_gdf = PMedian.from_geodataframe(\n", " clients_snapped,\n", " facilities_snapped,\n", " \"geometry\",\n", " \"geometry\",\n", " \"weights\",\n", " p_facilities=P_FACILITIES,\n", " distance_metric=distance_metric,\n", " name=f\"p-median-{distance_metric}-distance\",\n", ")" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.605501Z", "start_time": "2023-01-10T18:24:12.516596Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.866447Z", "iopub.status.busy": "2025-04-07T19:08:06.866377Z", "iopub.status.idle": "2025-04-07T19:08:06.910951Z", "shell.execute_reply": "2025-04-07T19:08:06.910664Z", "shell.execute_reply.started": "2025-04-07T19:08:06.866440Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A total minimized weighted distance of 1642.918 units is observed, with a mean distance of 2.838 per individual client.\n" ] } ], "source": [ "pmedian_from_gdf = pmedian_from_gdf.solve(solver)\n", "pmp_obj = round(pmedian_from_gdf.problem.objective.value(), 3)\n", "pmp_mean = round(pmedian_from_gdf.mean_dist, 3)\n", "print(\n", " f\"A total minimized weighted distance of {pmp_obj} units is \"\n", " f\"observed, with a mean distance of {pmp_mean} per individual client.\"\n", ")" ] }, { "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 $y_0$ and $y_1$ 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": "2023-01-10T18:24:12.622022Z", "start_time": "2023-01-10T18:24:12.608789Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.911619Z", "iopub.status.busy": "2025-04-07T19:08:06.911519Z", "iopub.status.idle": "2025-04-07T19:08:06.916418Z", "shell.execute_reply": "2025-04-07T19:08:06.916201Z", "shell.execute_reply.started": "2025-04-07T19:08:06.911609Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometrydvpredefined_loc
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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 0\n", "4 POINT (3.18949 6.34771) y4 0\n", "5 POINT (4.31956 7.5947) y5 0\n", "6 POINT (5.1984 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), \"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": "2023-01-10T18:24:12.658551Z", "start_time": "2023-01-10T18:24:12.624417Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.917208Z", "iopub.status.busy": "2025-04-07T19:08:06.917122Z", "iopub.status.idle": "2025-04-07T19:08:06.930500Z", "shell.execute_reply": "2025-04-07T19:08:06.930273Z", "shell.execute_reply.started": "2025-04-07T19:08:06.917201Z" } }, "outputs": [], "source": [ "pmedian_from_gdf_pre = PMedian.from_geodataframe(\n", " clients_snapped,\n", " facilities_snapped,\n", " \"geometry\",\n", " \"geometry\",\n", " \"weights\",\n", " p_facilities=P_FACILITIES,\n", " predefined_facility_col=\"predefined_loc\",\n", " distance_metric=distance_metric,\n", " name=f\"p-median-{distance_metric}-distance-predefined\",\n", ")" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.759951Z", "start_time": "2023-01-10T18:24:12.660971Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.930849Z", "iopub.status.busy": "2025-04-07T19:08:06.930785Z", "iopub.status.idle": "2025-04-07T19:08:06.984246Z", "shell.execute_reply": "2025-04-07T19:08:06.983887Z", "shell.execute_reply.started": "2025-04-07T19:08:06.930842Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A total minimized weighted distance of 2080.805 units is observed, with a mean distance of 3.594 per individual client.\n" ] } ], "source": [ "pmedian_from_gdf_pre = pmedian_from_gdf_pre.solve(solver)\n", "pmp_obj = round(pmedian_from_gdf_pre.problem.objective.value(), 3)\n", "pmp_mean = round(pmedian_from_gdf_pre.mean_dist, 3)\n", "print(\n", " f\"A total minimized weighted distance of {pmp_obj} units is \"\n", " f\"observed, with a mean distance of {pmp_mean} per individual client.\"\n", ")" ] }, { "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 `PMedian` 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." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.769072Z", "start_time": "2023-01-10T18:24:12.762899Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.985330Z", "iopub.status.busy": "2025-04-07T19:08:06.985115Z", "iopub.status.idle": "2025-04-07T19:08:06.989141Z", "shell.execute_reply": "2025-04-07T19:08:06.988579Z", "shell.execute_reply.started": "2025-04-07T19:08:06.985314Z" } }, "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": "2023-01-10T18:24:12.787886Z", "start_time": "2023-01-10T18:24:12.775894Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.990118Z", "iopub.status.busy": "2025-04-07T19:08:06.989832Z", "iopub.status.idle": "2025-04-07T19:08:06.996979Z", "shell.execute_reply": "2025-04-07T19:08:06.996599Z", "shell.execute_reply.started": "2025-04-07T19:08:06.990107Z" } }, "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 and model.name.startswith(\"mclp\"):\n", " # any clients that not asscociated with a facility\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 = {\n", " \"ax\": ax,\n", " \"fc\": c,\n", " \"ec\": c,\n", " \"marker\": \"s\",\n", " \"markersize\": 7,\n", " \"zorder\": 2,\n", " }\n", " clis.iloc[idx].plot(**pnt_kws)\n", " _label = f\"Demand sites not covered ($n$={model.n_cli_uncov})\"\n", " _mkws = {\n", " \"marker\": \"s\",\n", " \"markerfacecolor\": c,\n", " \"markeredgecolor\": c,\n", " \"linewidth\": 0,\n", " }\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 = {\"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 = {\n", " \"markerfacecolor\": cset,\n", " \"markeredgecolor\": \"k\",\n", " \"ms\": markersize + 7,\n", " }\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 = {\"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 = {\"loc\": \"upper left\", \"bbox_to_anchor\": (1.05, 0.7)}\n", " plt.legend(handles=legend_elements, **kws)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### P-Median built from cost matrix (network distance)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:13.402325Z", "start_time": "2023-01-10T18:24:12.790398Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:06.998056Z", "iopub.status.busy": "2025-04-07T19:08:06.997670Z", "iopub.status.idle": "2025-04-07T19:08:07.228740Z", "shell.execute_reply": "2025-04-07T19:08:07.228019Z", "shell.execute_reply.started": "2025-04-07T19:08:06.998032Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 791 } }, "output_type": "display_data" } ], "source": [ "plot_results(pmedian_from_cm, P_FACILITIES, facility_points, clis=client_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### P-median built from geodataframes (euclidean distance)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:14.002179Z", "start_time": "2023-01-10T18:24:13.405328Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:07.229716Z", "iopub.status.busy": "2025-04-07T19:08:07.229618Z", "iopub.status.idle": "2025-04-07T19:08:07.434423Z", "shell.execute_reply": "2025-04-07T19:08:07.434184Z", "shell.execute_reply.started": "2025-04-07T19:08:07.229708Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 791 } }, "output_type": "display_data" } ], "source": [ "plot_results(pmedian_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", "### P-median with preselected facilities (euclidean distance)\n", "\n", "Finally, let's visualize the results of the $p$-median problem when stipulating that facilities $y_0$ and $y_1$ must be included in the final selection." ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:14.649787Z", "start_time": "2023-01-10T18:24:14.004867Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:07.434781Z", "iopub.status.busy": "2025-04-07T19:08:07.434715Z", "iopub.status.idle": "2025-04-07T19:08:07.628599Z", "shell.execute_reply": "2025-04-07T19:08:07.628360Z", "shell.execute_reply.started": "2025-04-07T19:08:07.434773Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 791 } }, "output_type": "display_data" } ], "source": [ "plot_results(pmedian_from_gdf_pre, P_FACILITIES, facility_points, clis=client_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, the differences is explained by the preselected facilities $y_0$ and $y_1$. So, the $p$-median model chooses the facility $y_4$ to minimize the total weighted cost to serve all clients.\n", "\n", "-----------------------------------\n", "\n", "## Comparing solution from varied metrics" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:16.134680Z", "start_time": "2023-01-10T18:24:14.651962Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:08:07.629018Z", "iopub.status.busy": "2025-04-07T19:08:07.628943Z", "iopub.status.idle": "2025-04-07T19:08:08.133781Z", "shell.execute_reply": "2025-04-07T19:08:08.133561Z", "shell.execute_reply.started": "2025-04-07T19:08:07.629010Z" } }, "outputs": [ { "data": { "image/png": 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bb8LDw8PkY7ZNmzY6dZlzMERjPTeeP3++xsFE+h7GJNuPHj0qAgICTKo3PDy81gk0IiKixoJxveEH43rjrsUa67VrXSQlJYmIiAiTXo8OHTqIhISEGuuuj04tlriOt3SnltLSUp14t7rHwoULTW5XlcLCQjFx4kSTXhsXFxexefNmo+qfM2dOrT5j3bt3N3pgub7jKjExUXTr1s2ofbm5uRnsRGhu2dnZon///ka1y87OTnz66adCCMt1alGpVOKZZ56p1Xv00ksvSeoyd6eWe+65p1Z1DR06VGRkZBj1fuh7reLi4mrsbFL18PX1NTkP9fnnnwtXV1eTn5cx58u3337b6O9YoLJj1/PPPy9UKpVJz4GIqKFh3Gj4wbix8sG40XSMG2uun3Ej48baYtyo/8G4seZHQ44b9V0LrVixwui+GZGRkUa9p/q+b9PS0kS/fv2qrV9fXyZr/L5/8uRJ4efnZ1TdLVq0EP/880+tB0OY+/nYymCIiooKMXv2bKP3//TTT5t0vGdmZorhw4eb9By9vLzEX3/9ZfQ+rPG9QA1f3eblIqJGp7S0FKNHj8bJkycBAHZ2doiMjESHDh1QVlaGc+fOITExUV2+vLwcM2fOhEwmw/Tp063Sxh9//BFPPvmkevqowMBA3HHHHXBxccGVK1dw+PBhVFRUAKicYmr69Ono1q0bevbsiWeeeQb//e9/1c8tPDwcHTt2hJ2dHc6dO4eEhAT1fnJycnD//ffj7NmzRk19tmTJErzxxhuSdTKZDMHBwejcuTPc3NyQnZ2No0ePIjMzU13mq6++Qnp6Onbt2lXjdInffPMNpkyZojN1VnBwMLp06QKFQoHLly/j6NGjEELg5MmTGD16NKKjo2tsf21pt0Uul6Nz587o2LEj3N3dIZPJcOvWLZw+fRrXr19Xl7t16xZGjx6Nv/76C/369TN5n5MmTcLPP/+s3mdkZCTatWsHuVyOixcv4sSJExBCqLdZuHAhwsLCMHLkyDo8W9Ns3rwZTz75pLod/v7+CA0NhYeHBzIzMxEbG4v8/Hx1+QMHDmD69On47rvvaqy7uLgYY8aMwZ49eyTrHRwcEB4ejrZt28LR0VE9VV5RUREAoKKiAvPmzUN2djaWLl1qvieroXXr1ggNDVV/nn777TcIIQxOzZeWloYzZ87orN+7dy9mzJhhcD979+6VvMcjRowwWDYlJQV33nknUlJSJOvd3NzQu3dv+Pj4ICsrC0ePHsWtW7fUfz9//jyioqKwb98+dO/e3WD9+ixYsABffPGFejk4OBhBQUFo1qwZ0tPTceTIEZPq05aeno577rkHx44dU6/r2bMnfv75Z/j6+tapbkPeeecdLFq0SGd99+7d0alTJwDAxYsXER8fDwDYt28fJk6caJZpoPW5cOEC7r77bhQXF0vWV00/2rx5cwBAXl4ekpOTceHCBZSXl1ukLdoa47nxzz//xJgxY5CbmytZb29vj4iICLRp0wYuLi7IycnB+fPncenSJcm+qrN9+3Y89NBD6nNVFV9fX3Tv3h0tWrRAYWGhetrtKidPnkSfPn0QGxuLtm3bGrUvIiKixo5xPeN6UzXGa9e6OHz4MEaPHo2bN29K1nt5eSEiIgItW7ZEaWkpLly4IDneLl++jP79++PPP/9EeHi4RdtoCktex1uKSqXC/fffjx07dkjWOzg4oE+fPmjTpg0KCgoQHx+Pq1evAqiMV1u2bGnyvjIzM3HXXXfh+PHjkvXOzs6IiIiAn58f5HI5rl69iiNHjqhjyqKiIjz44IP4/PPP8cQTT9T4fDS5uLiga9eu8PX1hbu7O8rKynD9+nWcOnVKkic6deoUhgwZghMnTqBFixYmP68nnngCycnJAIBmzZqhd+/eaNWqFUpLS3Hq1ClcunRJXT4/Px/jx49HQkIC/Pz8TNqXKQoLCzFixAgcPXpUst7FxUU9lX12djaOHz+OjIwMqFQqzJ49Gz4+PhZr01tvvYWPP/5Yss7e3h7dunWDv78/mjVrhuLiYmRnZ+Pff/9FWlqaxdqiTfvYcXd3xx133AEfHx+4ubmhpKQE165dQ3x8vCQ38vvvv+Ouu+7CwYMH4ejoaNI+ExMTMXHiRGRlZQEAmjdvjp49e6Jly5YoLCzE0aNHJa9Beno6xo4di/j4eDRr1qzG+ufNm4ePPvpIZ32LFi0QHh4Ob29vKJVKZGZmIj4+HtnZ2Ua1W6VS4YknnsD69esl6+3s7BAWFoYOHTqgWbNmyMzMxOHDh9XnRCEEli1bhoyMDKxbt86ofRERNQaMGxk3mopxoxTjRsaNAONGS2HcaBrGjY03bty8eTNmz56tPt/6+PigR48e8PT0xI0bNxAbGyt5T48dO4YhQ4Zg//796n4SxigtLcXYsWMRFxcHQPp9CwBXrlyR9EmpYo3f98+ePYthw4ZJ+vAAQKtWrRAREaHzWmRlZeHuu+/GsmXLjH7+1nw+9WXu3LlYsWIFgMrr1m7duiEgIACOjo5ISUnBkSNH1NfVALBixQqEhIRg5syZNdZ98eJFxMTESL4vgMq+WJGRkWjVqhWUSiUuX76M48ePq89Zt27dwogRI/Dzzz8jJiam2n3Y4vcC2Sjrj78gIluiPRqyefPm6v9PnDhR7+jFw4cPi8jISMl2CoXCqLsY1Ib26NeqNvbr108cPXpUp/zly5dFVFSUZJvBgweL77//Xr08ZcoUvc/tn3/+0Zn+z5gRouvWrdMZZThnzhyRkpKiU1alUolt27aJ9u3bS7ZZtGhRtftITk7WGfncq1cvvVOyXb16VTz44IN631fUYpRodTZv3iw8PT3F7Nmzxe7du6udivHgwYNiyJAhkvrbt29f451QtI/Tqqnq5HK5WLRokbh586bONv/++6/OLACBgYEWHa2tOfK9WbNm6ukxBw0apPeuMkVFRWLRokU6o1T//vvvGvf1+OOPS7bx8PAQH374ocjLy9O7n/fee084OTmpy8tkMvHrr7/qlM3OzhbJyckiOTlZ9OnTR7KPqvX6HtrT3D777LOSbfV9Vqtof36qHp6entVOzzhlyhRJ+UuXLuktV15erjOK3dXVVXz00Uc6x2t5ebnYuHGjznSIQUFBIj8/32BbhJCOKHZzc1P/f/To0eLs2bM65fPy8kRmZqZknbF3Ijlx4oRo27atZJ/333+/KCwsrLaNdREbG6sz9WJMTIzemTPOnTsnhg4davAcZK6ZISZMmCApO3ToUJ2pRjWVlJSI3bt3ixkzZoguXbro/D09PV19TGvW26dPn2qPf313QWhs58akpCSd99HLy0t88MEHIjc3V+82mZmZYs2aNaJv377VfpecOXNGNGvWTFL3XXfdJeLi4vSWP378uBg4cKCk/IABA0yazpWIiKgxYVwvxbiecX1dpKenC19fX514YM+ePXr3e+HCBTFmzBhJ+c6dO+uNzatY8w6flryOt+QdPt99911JeZlMJubNm6czfbpKpRK7du1S37FNoVBIYoua2qVUKsWwYcMk+/Lz8xNffvmlKCkp0SmfnZ0tXnzxRckd+ZycnKqNQ4UQ4umnnxadOnUSr732mjh69KhQKpV6y5WVlYnvv/9e5w50xsy4qX1cVX3GvLy8xJo1a/R+Rnft2iW8vb0l2z3xxBM17qsutO/Q7OjoKN58801RUFAgKVdRUSG++eYb4ePjI4DKO/tpbmeuO3zm5ORI8mVyuVwsXbq02plb09LSxJdffikGDx4sXn75ZcnfysvL1bmCZcuWSdqwbNmyanML5eXlOvsaPXq06N69u1i2bJk4c+aMwTYVFhaKzz77TP16VT2q7nxrymtVdez4+/uLzZs368TaKpVKfPXVVzoz4b7++us17uuDDz6QbFN1LfDbb78Z/FycPHlSLF68WHh7e1d7vly6dKnOsfXqq6/qvStmeXm5+PLLL3XOj6tWrarxORARNVSMG6UYNzJurAvGjYwbGTcybmTcyLjREgxdC7Vq1Up89913Oq9zQUGBeP3114VCoZBsN3ny5Gr3o/19W9W3xc7OTjz33HN6v2+vXLkiOf6s8ft+WVmZzixmvr6+4vvvv9c5FvLz88XSpUvVM4ppv281XedZ6vloft6Tk5PF3LlzJdt88803ej/r2n2T6jIzhGbfp6eeekpcvXpVZ5tr166JUaNGSbZzd3fXOe9qKywsFKGhoZLtgoODxZYtW/S+t2lpaWLq1Kk67atpphBrfS9Qw8fBEERNnPZFTtXjueeeq3a7wsJCvV/slqB9wQdAjBo1Sm9wWSUnJ0cniVV1sfPWW29Vu7/Y2Fghk8nU27Vv377ahMnly5fVnd6rvnR37txZ4/O6ceOGCAwMlARNhjpzC6E7vd3gwYOrTTQJIXQupGpzYVRTgiQjI8OkDtgqlUqnI39NyQx9x6lcLhe//PJLtdvl5uaKdu3aSbbbt2+f0W01lb5pACdNmqQ3KNWk/T49/PDD1ZbXTORWBZnVdS6vcuDAAUmgHhgYaDBgFEL/NHzG2rlzp2Tb6j53kyZNkgQUmsmhgwcPGtyuTZs2kudiyEcffSRpS7NmzaqtVwghzp49qzMgYsGCBdVuo++zNn36dJMSrsYkBX/++WedRLg1pmXUniJ14sSJ1R4/FRUV4v7779f7uphjMIRKpZIEpEFBQdV+L2grKiqq9u91DYoa27lR+0elLl26iMuXLxv9/LQHTFVRKpU6AfLSpUtrrK+8vFzn+Fq/fr3R7SEiImpMGNfrYlzPuL62tH/0efLJJ40adPvMM89ItnvttdcMlrVmpxZLXccLYblOLdeuXZPkLgCIlStXVlv/jRs3RFBQkM4xVlO7tDvP9OjRQ+8Pvto2b94sOccMGTKk2vIpKSnVxs/asrKyJD/22tnZiaSkpGq30T6ugMofiC9evFjtdkeOHJHc+MDFxaXaTll1ceTIEcnrZm9vX+M54N9//9XpqGFMnG5sp5bvvvvOqByEIdXlFkztzKWPMfk+TSkpKZJzpru7u8EObFW0XysAIiQkRG9nEE3btm2TbFPTd+2ZM2eEvb29ZJunn37a6M9GUVGRyMnJ0fu32NhYST6xefPm4vjx4zXWef78eeHl5aXezsPDw2LHPxFRfWPcqItxI+PG2mLcKMW4UT/GjbXDuHGtSXULwbhRU0OPG/VdC7Vu3VpcuHCh2u22bdumc1PL6r4HDV0Xbtq0yah2Wuv3/ffff1/nfFXTeW7Lli2S99mYz601+yvU9vu9LoMhqh7//e9/a3w+2gOhP//882q30R6kMHLkyBr74Qih+94+/vjjBsta83uBGj4OhiBq4vRd5ERGRhp1MXn16lWdDrnHjh0zexu1L/i8vLzErVu3atzu9ddf13luw4cPN2qf2nerOH/+vMGyTz/9tEkXEJoOHz4s2XbOnDl6y128eFHy5e7m5iZSU1NrrL+iokJnpKypF0Y1JUhqo7CwUHLhUdP7ou84Xbx4sVH7+vTTT2u1XW1oD4YIDAw06kLv1q1bktHafn5+BsuqVCrJhbi9vb04deqU0W3UTths3brVYNm6DIYoKioSjo6O6m0NJXhUKpXkWFi7dq3o1auXetlQIvDMmTOSts2cOVNvOaVSKTp27Cgp+8knnxj1HLZs2SLZzt3dvdrAVvsY7dq1a413udFWU1Lwww8/lARvDg4ONQYg5vDbb79Jnlv79u2NSnrn5eUJPz8/ndfGHIMhMjIyJOVq+tHGVPURFNnquXHPnj2Ssq6urjUmXYy1efNmSd0PPvig0dvm5+dLXq+wsDCztImIiKihYVyvH+N6xvWmOnLkiGQ//fr1M/rH1oqKCskAcm9vb4OdtqzVqcWS1/FCWK5TyyuvvCIpO27cOKPac/jwYZ0fO6trV1FRkeTulh4eHiItLc2ofQmh+2Ofuc+dR48eldT/n//8p9ry+jq17Nmzx6h9jR8/vlbbmeqRRx6pVRyvnZ8xJk43tlOLdp7s9OnTJj4rw8zRqaU2tF+vr776qtry2q+Vvb293hlO9enZs6dkW32zh1bRvBkKUPkDublu7DF69GhJ3fpmwzVE+6Yz77//vlnaRERkaxg36se4kXGjqRg3moZxI+NGUzFuXGu2uqvDuNE240Z9gyF+/PFHo7bVHnB3zz33GCyr7/vWlBlfrPH7vlKpFB06dJDsp6YO8FVmz56t8/yqGwxhzf4K9TUYYtKkSUbtZ/v27UZvl5qaKunn1qFDB5MGzmoOLlUoFAYHV1rze4EaPjsQEWlZunQp7OxqPj20bdsW06ZNk6xbt26dhVp12/Tp09GiRYsay40YMUJn3aJFi4zaR3R0tGT55MmTessVFhbiyy+/VC8HBARg+vTpRu0DAHr16oWBAweql3/++We95TZu3AghhHp5xowZ8PPzq7F+uVyOpUuXGt0ea3FxccHIkSPVy3FxcVCpVEZv7+zsjOeee86osnfffbdk+cSJE0bvp66ee+45ODs711iuRYsWiIqKUi+npaUhIyNDb9k//vgDCQkJ6uXJkyejW7duRrfp6aefhpOTk3rZ0DFXV87Ozujfv796+cCBAygsLNQpFx8fL3muI0aMkHz+9uzZo7f+vXv3Spb1fd4B4O+//0ZycrJ6uW3btpg1a5ZRz2HcuHHo2bOnejkvLw/btm0zalsAePbZZ6FQKIwuX52KigrMnDkT8+fPV39WPD09sWvXLjz55JNm2Ud1NmzYIFleuHAhXFxcatzOzc0NL7zwgqWaJWHoM9OQ2Oq5ceXKlZLl5557DoGBgUa3qzoff/yx+v8ymQxvv/220du6urpKvnNPnz6Ny5cvm6VdREREDR3jesb1lmar1651oXltCgBvvfWWUZ8joPJ9mjt3rno5MzMThw4dMmv7TGXJ63hL0o4/X3vtNaO269WrF+69916j9/PNN98gMzNTvTxv3jz4+voavb328Wvu/EpkZCT8/f3VywcPHjRp+z59+hjMlWizxmespKQEmzdvVi87Ojpi8eLFRm07btw4hIeHm71N+jSG3MI999wjyUeZeuyMGzcOXbt2NaqsscdOVlYWvvvuO/WynZ0dPvnkE8hkMpPapk9SUhJ27NihXr7zzjsl3081GT9+vOSzZqlcKRGRLWLcyLjR0hg3SjFuNB/GjZUYN97GuNE0jBsbRtwYGRmJ++67z6iyS5YskbynO3bskJy/amLstRNgnd/3//77b8n6Xr166RxLhixZsgQODg5Gt6kp9Fd45ZVXjCoXHR0tOY6qO9evWrUKZWVl6uVXX33VqD5EVTS/I8vKyrBr1y6dMg3le4FsBwdDEJFE8+bNcddddxldftKkSZLlf/75x9xN0mHsRWnnzp0ly87Ozhg0aFCttr1x44becv/88w+Ki4vVy+PHjzc64VFlyJAh6v+npKTgypUrevejaeLEiUbXP3r0aHh6eprUJnMpKSlBZmYmUlJScPnyZcnDzc1NXS4/Px/Xrl0zut5+/foZlQAFAH9/f8kFlzWD09GjRxtdVjtYNNRO7UEADz30kEltcnFxQe/evdXL+/fvN2l7U2gmkcvKyvDXX3/plNEc7HDHHXegTZs2ku3i4uKQl5dX7XZyuVzyOdKk77Njymf00Ucfrba+6hgbmNYkNzcXo0ePxqpVq9TrOnXqhEOHDmHo0KFm2UdNNJ+3TCYz6bibNGmSWZIU2lq2bImWLVuql7ds2WLR49mcGtK5UaVS4c8//5SsM+VHnuoUFhYiNjZWvdyrVy907NjRpDq0P/sN5RggIiKyJMb1+rdlXF87Denata727dun/n/r1q1x5513mrS9LV2bWvI63pKuXbuGlJQU9XK3bt0QEhJi9PaTJ082umxd8ysBAQFo3769erk277cQAgUFBUhPT9f5fF2+fBne3t7qsufOnTOpbkvkpOri6NGjKCkpUS/HxMQYfQ4ATHtvTdGlSxfJ8ksvvYSCggKL7MucVCoV8vPzkZaWpnPcpKWlSV5bWzh2/vrrLyiVSvXyiBEj0KlTJ5PaZYjmuRsw/bMsk8kk5/u4uDjJj/lERI0V40b92zJurB3GjcZj3Fh3jBsZNxrCuFGKceNtDTVu1L7+qo6Xl5ekn41KpTJ6wF1ISIjONZEh1vp9vy7XRN7e3joDXg1pCv0VAgICdM5jhjg4OEg+d9Wd6zW/I+VyOcaPH29SuwYMGAB7e3v1sr7XzVa/F8h22ddchIiaksjISMmXTU26d+8OJycn9ZdPfHw8ysrK1CMFc3JykJOTY1Rdnp6eRiVpjB1h7OHhIVkODAw0evSn9rb6OmMDuhdgfn5+Jo/y1L5z/KVLlyRBMVD5BV/F2dnZpJkA7O3t0aNHD/z+++8mtas24uLisHnzZhw6dAhnzpxBbm6u0dtmZ2frPG9D7rjjDpPa5enpiaKiIgAw2KabN28aHbS2bNkSrq6u1ZZxdXVFu3btjG5j8+bNJcuG2ql9zLVo0cLkY87d3V39/8uXL0OlUpmctDXGiBEjJCPI9+7di1GjRknKaF4gVwUk/fr1g6urKwoKClBRUYE//vhDMrCgvLxcMrCid+/eBs8dmp8dAJIZOIyhXf7IkSNGbde2bVtJ8qm2kpOTcffdd+Ps2bPqdQMGDMC2bdskAwFqUpdzcU5ODpKSktTLgYGB8PLyMnrf3t7e6NixIy5dumT0NsaQyWSYMGECPv30UwBAcXExhgwZgvHjx2PChAkYPnx4jZ9Ta2nI58Zz584hOztbvRwcHGzSXW+qExsbi/LycvVyQECAyecz7btIaR6rRERETRXjev3bMq43TkO+dq1LXJ+UlIT09HT1cmBgoKRzhTG0fwStz2tTS17HW5J2DN+nTx+TtjelvOZnX6FQwNHR0eTPfosWLdSd2Ix5v8vKyrBnzx788MMPOH78OP7991+UlpYatS/N99MYpnzGjM1JXbt2DRUVFUbV2bZtW8l3kTXfW1MMGzYMPj4+6h93Y2Nj0blzZzz55JMYO3YsIiIiLJIzM1VhYSG2b9+On376CSdPnsSFCxeMfi9s4djRvsvo4MGDTWpTdbS/x318fEz+LGt2nCwpKUFaWho6dOhghtYREdkuxo36t2XcaBzGjZUYN9YPxo2G2cK1P+PG+sO40TBrxI2WuBaqzWdg+/bt6uUjR44YNRtORESE0fuw1u/75jgfaM4GYkhT6K9g6vWU5mfW0Oe1pKQEx44dUy+3a9cON2/exM2bN03al6enp3obSx0H1LRwMAQRSQQFBZlU3t7eHh06dMC///4LAFAqlbh165Y6UF6+fLnR0xK++uqrRk3hqX2xXF3bNJlyNwztbTUvfjRdvXpVsjxv3jzMmzfP6P3ok5WVJVkuLS2VXGB07NgRcrncpDqDgoIsmvxKSEjA008/jb///rvWdZiSKDP2GKiimfQ09F4uWLAA69evN6q+tWvXYsqUKdWWqUsbAeOPub59+5q0H20qlQo5OTkmjZ41VkREBLy9vdXT72nO5gBUXiBrju6tGgzh4OCAwYMHqwO1PXv2SAZDHDhwAIWFherl6qbv1B6pbOo5TnuEtLF3ufDx8TFpP/pkZWWhT58+kukLJ0+ejC+++AKOjo4m1VWXc7H2nZCMvSuApqCgILMPhgAqp/HeuXOnOjBSKpX47rvv8N1330EulyM8PBz9+vXDgAEDMGjQIKsncRvDuVEzsQ/ApLvr1ET7fPbtt9/i22+/rVOd2t+hRERETRHjev3bMq6vXmO4dq1LXK99HPzzzz8m3wVMW31em1ryOt6S6hp/tmvXTtJJzxCVSoW0tDT1cllZWZ3vNljT+/3TTz9h/vz5SE5OrlX9pny+ANM+Y8bmpAYMGGB0Z6/k5GRJp4C6vremfrcZy8XFBatWrcL48ePVP15fv34db775Jt588014enqiX79+6NevHwYOHIi+ffvCycnJIm0x5PPPP8fixYsl+SFT2MKxY83cgql3ItQnKyuLgyGIqNFj3Kh/W8aN1WPcyLjRFjBuNMwWrv0ZNzJu1NZU4kZLXAuZekxrf2Ys0bfFWr/vW+t80BT6K9TlesrQgKrr169LPsuXL1+2yDWRrX4vkO2q/6GJRGRTNO8Ybyztu2ZY+ou9tqOqLTEa+9atW2avMz8/X7KsPQrbHO+ROf3zzz+IioqqU+IL0B0tWx1bGFlfE0u10RrHnLnIZDIMGzZMvXz27Fmkpqaql/fv369ONDk6OkqmFtSctk57EIX2lKTVDYbQ/vyY+llo1qyZJBlu7PlNc9rf2srPz5ckLDw9PfF///d/Jg+EqCtbPgd5eXnh0KFDGDdunM7flEoljh07hk8//RQTJkxAmzZtEBUVhS+++MJgksWcGsu5UfucY2qwbErd5mCp8xkREVFDwrjeNIzrG8+1a100tmtTS17HW5K1PivZ2dkmHa/GqO79Xr58OcaMGVPrDi0AIIQwqbytfcbq+t5a8hw4duxY7Nq1C4GBgTp/y8nJwc6dO7FkyRIMGTIE3t7emDx5stEzh9bV/PnzMXXq1Fp3aAFMOzcDzC0AzC0QUdPAuNE0jBsZNwKN77qDcWPN+2HcaF2MG2uHcaPpdZuDNc7fdf0MWKJvi7VeS2udDxrqsWGKhnptDNj29wLZJtu6siGieieTyWyijoZCeypLc6gpSLWl1zcvLw8PPvig5KLEw8MD06dPxzfffIMTJ07gxo0bKCwshFKphBBC/Xj11VfrseUNV30cc3WhPVBBcyCD5v/79+8vmVpQc7uLFy9KpqLT3M7Nza3a2TG0n1tdPz/W/Pz5+PhIpm3LycnBwIEDceHCBau1QR9bOgcBgLe3N7Zs2YLTp0/jhRdeQFhYmN42CiFw6NAhPPXUUwgLC8OpU6cs1qbGfG405/vf0M5nREREDQXjetMwrm+8166maOzXprZ0zJnCUu22xPttSFxcHJ577jnJug4dOmDx4sXYvn07zp49i6ysLBQXF0OlUkk+Y5o3jWhsTH1vLX0MjxgxAufOncMPP/yACRMmoFWrVnrLFRQU4Ouvv0bv3r3xxBNPoLi42GJt2rx5M5YvXy5ZFxISgjfeeAO7d+/G+fPnkZOTg5KSEslxI4SAv7+/xdplDswtEBHVP8aNpmHcyLgRaPzXHbZ0zJmCcSPjxtqWNxXjRuti3Fh3lvhMNLbXsrE9H2upr9fN1r4XyPbY11yEiJoSU6c/07eN5gjdpUuXGjW9V0PVsmVLyfLBgwfRr18/s+5De8SzOd4jc1m1apVkuro+ffrgl19+gbe3d43b5uXlWaRNtbVu3TqsW7euvptRo5YtW6qn5HRyckJRUZFNX8BpzvAAVM7yUDWlrOaMD9rlunTpgvbt2+PKlSvqstOmTUNWVhaOHTumLjdkyBCdaYw1tWjRQrKcm5sLPz8/o9tfWFgomfrNmndFcXZ2xr59+zB27Fjs27cPAJCSkoIBAwZg165diIiIMLquupyLbfkcpCk0NBTvvPMO3nnnHeTk5CAuLg4HDhzAn3/+iUOHDknex/Pnz2PYsGE4cuRInafr06cxnRu1v+fMebcv7brfeustvPjii2arn4iIqKliXG8axvWN59q1LnG99nEwbdo0rF692gytMi+lUmlUOUtex1uStT4rXl5ekuWgoCCcP3/e5H0Z47XXXpPcYXHatGlYsWJFtbmMKrb2GdO8UYWp6vre5uTk1HrfxrK3t8fYsWMxduxYAJU35zh06BAOHDiAvXv34tKlS5Lya9euRU5ODn744QeLtEe74+Abb7yBl156yag8oK0dO5bOLSQmJqqX09LS4Ovra7b6iYgaK8aNpmHcyLgRYNxoKxg3StnaZ4xxI+PG2mrocaMlroXy8vKM+q6tUt21mrlY6/d97bbX9bUwhP0Vakf7dYuOjsbu3bvNvp+G8L1AtoUzQxCRhOYFoDEqKiokAY1cLtfpfNyYaY/2NvX1M4ajo6Nk6qbk5GSjkxhVLNEuAPjpp5/U/5fJZPj666+NvgCt6tBPptE85kpKStSDBWxV27Zt0aVLF/Xyvn37IIRARkYG4uPj1eu1B0MA0tkhqgZO/Pbbb5JkkPbME9p8fHwky6Z+FrSTWtr1WZqrqyu2b9+O+++/X70uIyMDQ4YMwf79+63SBu3nXJuZKSx1DjLE09MTMTExeP311/H333/jxo0bWLZsmeRceuvWLbzyyisW2X9jOjdqJ4LOnj1rtrqt8R1KRETUFDGuNw3j+sZz7VoX1rw21e7MoDlwuybaU4MbYsnreEvSfh9MjT+vXr2KkpKSGsspFArJj2nJyckoLy83aV/GKCwsxG+//aZeDggIMLpDCwBJh7OGrq7vbX3Ei4GBgXjkkUewatUqJCUl4cSJE5g4caKkzLZt29Q3sDCnCxcu4Ny5c+rlQYMG4eWXXzaqQ0txcbHN/djL3AIRke1h3Ggaxo2MGwHGjbaCcaMU48bbGDcybjSkocaNprZT+zNjib4t1notrXU+aKjHRn1rbMcBNR4cDEFEEseOHTMpmD516pQkWOzWrRscHR0t0TSbFBUVJVnWvNO9OfXs2VP9/+LiYpw6dcrobcvLy3H8+HFLNEtyodG1a1cEBAQYve2hQ4cs0aRGz1rHHGC+KcM0BzpkZmbi5MmT2Lt3r3qaM29vb4SHh+tspznQ4ffff4dKpdJ5vjUNhtD87ACVd+sxhXb5Xr16mbS9OTg6OuL777/HE088oV6Xm5uLmJgY/Prrrxbff/PmzdGpUyf18sWLF3Hr1i2jt8/MzERycrIlmma0Fi1aYMGCBdi9e7fkuP75558lg2vMpTGdG7t27Sr5Uev8+fO4fv26Weru16+f5P3QPC8QERFR7TGuNw3j+sZz7VoXISEhko5Hhw4dQn5+vkX25e7uLlk25cfnM2fOGFXOktfxlqQdw8fGxpq0fVxcnNFlNT/75eXl+PPPP03alzFSUlIk08bfddddRndouXTpUoN4z4xlzffWUsLDw/H1119j1qxZkvXbtm3TW74ueTXtH3fvvvtuo7c9dOiQzcXW/fv3lyyb8/NmzVwpEVFjwrjRNIwbGTcCjBttBePG2xg3SjFuZNxoSEONG+v6GbBE3xZr/b5vrfMB+yvUjru7O0JCQtTLly9frtVNVWvSGL4XyLo4GIKIJLKzs7Fr1y6jy3/99deS5QEDBpi7STZt2LBhkMvl6uWff/4ZGRkZZt+P9uv6zTffGL3tr7/+arFR3Zr1aiZ/avL777/b/IwGtiomJkay/Pnnn1tsX9qJ7NLS0lrVoz1gYc+ePdi7d696efjw4XoD/eHDh8POrvJSJTs7G0eOHJFs1759ewQHB1e7b32fHVM6v2/cuLHa+qxFLpfjiy++wIIFC9TriouLMWbMGJ3zsCVoPm8hBL799lujt/36669tJmDs06cPQkND1cv5+fm4efOm3rKax7+px35jOjfKZDIMHTpUvSyEwJo1a8xSt7e3NyIiItTLqamp2Llzp1nqJiIiasoY15uGcf3tehv6tWtdyOVyDBs2TL1cWlqqEw+ai/Zd2Uy5092OHTuMKmfJ63hLatu2Lfz9/dXLp0+fNrojDwBs2rTJ6LLa+ZXPPvvM6G2Npf25NeUztm7dOvM2pp717NkTTk5O6uXdu3cjKyvL6O1NeW8t7cknn5QsG7oBRF3yao3t2LnzzjslHbr27NljthtnaH+WN27caNSdfomImjrGjaZh3Hi7XsaNjBvrG+PG22zx2r8uGDcybmTcKGXKdcCtW7ckgzzs7OzQr18/s7fJWr/v1+WaKDMz0+gBL+yvUHvW+I5sTN8LZB0cDEFEOpYuXWpUZ+Fr167pBMSPPfaYpZplk5o3b47JkyerlwsKCiSdlc3lkUcekXQWX716tVHTiiqVSixdutTs7amiOTXkhQsXjDpuysvL8eKLL1qsTY3dyJEjJXfpP3z4ML788kuL7MvT01OyXNtpNgcPHgwHBwf18p49eyRTQWrOHKHJy8sLPXr0UC9/+umnSElJUS/XNCsEUDkdZMeOHdXLV69exerVq41q97Zt23D48GH1sru7O8aMGWPUtpaybNkyvPXWW+rl8vJyPPzww/jvf/9r0f0++uijkuV3330XRUVFNW6Xn5+Pd99911LNqhXtu6kYunuV5vFv6rHf2M6NTz/9tGT5/fffx6VLl8xS9+zZsyXLCxYsQEFBgVnqJiIiasoY1xuPcX3junatizlz5kiWX3vttVrHwdXRjHMB4JdffjFquzNnzuCHH34wej+WvI63JO3489VXXzVquyNHjuDnn382ej+PPPKIJO7bvHkzfvvtN6O3N4bm5wsA/v33X6O2S0lJwccff2zWttQ3JycnPPDAA+rlsrIySX6jOlu3bsXJkyct1DLT1SavAJiWW6jtsXP06FGTbmBhLZ6enpLvWpVKhWeeecYsdYeFheHOO+9UL1+9etXoY4uIqKlj3Gg8xo2MG6swbrQNjBsZN2pj3Mi4sToNNW48duwYfvrpJ6PKvv7665JZZkaNGgVvb2+LtMsav+8PGjQIHTp0UC8fPXoU27dvN2rb119/HeXl5Ubvi/0VamfmzJmSc90nn3xi0uBEYzSm7wWyDg6GICIdx44dw8KFC6stU1xcjEmTJkkuAPr374/IyEhLN8/mLF26VBK8bNy4EQsXLoRSqTSpnrNnz+Lvv//W+7dOnTph9OjR6uX8/HxMnjy5xtHKCxYssOiXe/fu3dX/v3nzZo2zFCiVSkyfPl3SwZxMY29vj9dff12ybubMmSYltqrs27ev2oRW165dJcu1nS7Q1dVVMur8jz/+QGpqqnrZ0GAIQDrgQXvUrjGDIezs7DB37lzJuoULF9Z4DJ4/fx4zZsyQrJs6darOtLT14cUXX8SqVavUs2YIIfD000/jP//5j8X2OXToUISFhamXr1y5gqlTp1ab8FYqlXj88ceNStTXxsmTJ7Ft2zaTzrXx8fGSaaV9fX0N3iVD8/hPSUnB+fPnjd5PYzs3Dh48GIMGDVIv5+Xl4d5778XVq1eNrsPQNL2PPvoounTpol4+d+4cxo4di+zsbJPamJmZWavzIBERUWPFuN40jOsrNYZr17oYPHiwJM7MyMjAqFGjcO3aNZPqyc/Pr3YGv86dO6Ndu3bq5aNHj+LHH3+sts4bN27ggQceMOmYtOR1vCVNnz5dcsevrVu31nhTg4yMDDz88MMmzQTp6emJ559/XrJu/Pjx+Oeff0xqr1KpxA8//KD3rmSdOnWCq6urenn79u1ISEiotr6bN2/i/vvvR25urkntaAieeeYZSee+jz76qMYfshMTEzFr1iyLtWnTpk04d+6cSdts2LBBsqydPzO03pS8mua5GQDWr19f4+fx0qVLeOCBB0z6wd+aXnzxRcnNUrZv34558+YZ/bktLi42+Ll48803JcfWG2+8gU8//dTkNsbFxeHEiRMmb0dE1FAxbjQN48ZKjBsZN2pj3Fgzxo3GY9zIuJFxo9SMGTOQlJRUbZkff/wRK1askKzT7iNjTtb4fd/Ozk5nkML06dNrnC3khx9+MPlGouyvUDuBgYF4/PHH1cslJSUYNWqUSbNZAZUz4lQ3W40tfi+Q7eJgCCKSqBo9/N5772Hy5MmSDstVjhw5goEDB2L//v3qdQqFAqtWrbJaO21Jx44dde6I8u6772LAgAH45ZdfUFFRYXDby5cvY8WKFRg6dChCQkLw+++/Gyz78ccfo1mzZurlP//8E3feeSeOHTumU/batWuYMGECli9fDkB3VLi5PPTQQ5Ll2bNn4+OPP5aMOK5y5MgRDB06FGvXrgUAi41CbgomTZqEJ554Qr1cVlaGcePGYfLkyXqPhypKpRInTpzAa6+9hjvuuAMjRoyodnraIUOGSJaff/55vPvuu4iNjcXFixdx+fJl9aOmwFpzwIMQQv3/kJAQ+Pn5mbydTCaTTEVbnaeffhp9+vRRL+fn52PEiBH473//qzPVZEVFBTZt2oSBAwdKpjgODAw0+q4i1jB9+nR8/fXXkmTAK6+8gmeffVbyOpnTmjVr1AMwgMppsUePHo0LFy7olP33338RExODrVu3ArDMOejy5cu4//770alTJ7zwwgs4ePCgwcRNRUUFtmzZgpiYGEmypLq7V2kf//fddx/WrVuHkydPIjk5WXL8a09D2hjPjRs2bICXl5d6+cyZM4iMjMTHH3+M/Px8vdtU/SjSr18/LFq0SG8ZuVyOLVu2SAYa7du3D926dcPKlSsN1g0AWVlZ+O677zBx4kS0a9eu0d0Bh4iIqLYY15uOcf1tjeHatS7Wr1+Ptm3bqpdPnjyJbt264d1338XNmzcNbpefn4+ff/4ZTz75JNq0aYPFixcbLCuTyfDUU09J1j388MN6p3tXKpXYvHkzevfujXPnzpl8HFjqOt6S2rRpo3MTiFmzZuG5557T+yPknj17EBUVhcTERCgUCslnrCYvvPCCJO+Qk5ODwYMH4+mnn652QHx5eTkOHjyIhQsXolOnThg3bhzy8vJ0yikUCskMk+Xl5YiJicGuXbt0yiqVSmzduhW9evXC8ePHIZPJJO9dY9CzZ0/MnDlTvVxRUYHx48fj//7v/3Rmn1Qqlfjuu+/U+RlLnQM3b96MkJAQDBkyBCtWrMDly5cNls3MzMSCBQvwwQcfqNfZ2dnh4Ycf1lve398fAQEB6uVDhw5h8uTJ2LVrF86fPy/JK1y+fFnyXePn54cBAwaol7OysjBkyBDExsbq7Ke0tBSff/45+vbti8uXL8PJyUnSmcpWBAcHS147oPIH7DvvvBN//PGHwc4tp06dwksvvQR/f3+DHU769++vczfsOXPmYOTIkfjzzz8N1i2EwL///otly5ahd+/e6Nu3r+QmGkREjRnjRtMxbryNcSPjRsaNjBsthXEj40bGjbc1b94c169fx4ABA/D999/rtLGwsBD/+c9/8NBDD0kGwk2aNAnDhw+3WLus9fv+M888Ixn0k5aWhv79+2PLli16X4vXX38dEyZMgEqlMul8wP4KtffBBx+gW7du6uUrV66gZ8+eeOmll6odWFlcXIx9+/bhmWeeQbt27SSDKrTZ4vcC2TBBRE3aH3/8IQCoH4sWLRLh4eHqZTs7O9GnTx/x4IMPijFjxojg4GBJ+arHqlWrLNbGO++8U7IvU2hud+eddxq9nfbr8uqrr9a4zTvvvCPs7Ox0XhsXFxfRv39/cf/994vJkyeLe++9V0RFRQlPT0+dsjXtZ9OmTXr30aVLFzFmzBjx4IMPit69e0vKhIeHi0WLFknK//HHHwb3kZycLCn72GOPGSxbXl4uunXrptOe5s2bi7vuuktMnjxZ3H333aJDhw4678VLL71kdJtq835o8vf3V2/r7+9v0rbW2s+rr75q9OshhBBlZWVi7Nixej+P3t7eYvjw4eKhhx4SEydOFKNHjxYRERHCyclJp2xN++nZs6fefWg/avp8xcXF6d1u/vz51W5XWloqmjVrprNdZGRktdtpu3TpkmjXrp1OPe7u7mLEiBFi4sSJ4q677hItW7bUKdOiRQtx/PjxGvdR2/ONJlOPoZ07dwoXFxfJvh9//HFRUVFRq/3X5O2339b7PoaHh4vx48eLcePGie7du0v+NmrUKPHoo49K1iUnJxvch7Gf923btum0Q6FQiPDwcDF69GgxefJkMWHCBDF48GDh4eGh97xZUFBgsB2pqanCzc3NqONfu42N9dz4119/6f3usre3F7179xZjx44VkyZNEqNGjRKBgYFCJpMZ9V0ihBB79+7V+z7J5XIRHh4u7r33XvHwww+L+++/XwwdOlS0bdvW5PMQERFRY8W4Xj/G9Yzra+vkyZPCz89P5zWRyWTijjvuEHfffbeYPHmyGD9+vBg+fLjo2LGj5NrXmDbm5+eLjh076uyjTZs24r777hOTJk0S0dHRonnz5uq/ubq6iq1btxr93lax1HW8Ke/J2rVrJfteu3ZtteUrKirE6NGjddrs4OAgBg4cKCZMmCDuuece0b59e8nf33nnHZOPlZycHBEVFaX3vNimTRsRExMjJk6cKB566CExcuRIERYWJhwcHHTKGopzL168KFxdXXXK+/v7izFjxuh9rwGIl156yaRzp6l5JU2mnDPqqqCgQERGRuo9zw4dOlRMnDhRjBo1Svj4+Ej+/u2335r0ffDYY48Z9f7cd999Om3x8vISgwYNEmPHjlXHoeHh4UIul+uUffnll6ttxyeffKL32NL30G7jgQMHhL29vU654OBgMW7cODFx4kQxdOhQnePrs88+M+lzYOxrpU9tzu3z58/X+/y9vLzE8OHDxYQJE8QDDzwgBg8eLFq0aGHScT179my9dXt4eIjBgweLBx54QEyaNEncfffdonfv3no/mzWdn4iIGirGjfoxbjTuGpBxoy7GjYwbNd8Pxo3mxbjR8INxY+OOG7U/z9rHdKtWrcSoUaPU76t2PxEAIiQkRNy6dava/dT1+7aKNX7fT0hIEF5eXjrbab8Wzs7OkvdyzZo1Jj9Hazyf2p6HTdmurudrU6/Jr1y5Irp06aL3cxUQECBGjRolJk2aJB588EERExMjgoOD9Z4rq2Ot7wVq+DgYgqiJ03eRk5aWJsLCwoy62HZwcBArV660aBsbSvJLiMqOya1btzbqtdP3WL58eY372LBhg3B0dDSqvrCwMJGammrRC6OUlBTRqVMno5/j8OHDRW5urkltaijJL2sOhhBCCJVKJd555x29gxyM/fwePny42n0kJSUZvHA15fOlVCp1AlEAYufOnTU+z1GjRulst2jRohq305aamqr3Arm6R+fOncW///5rVP3muIiuzTF04MABnQTl2LFjRUlJSa3aUJO33npLbxJe32Pw4MEiLy/PpARJXQZDGPvo37+/uHHjRo3P9ddff9Wb/NV+6GtjYz03/vvvvyIkJMTk19yYIPvChQtGD8DS9xgzZoxJz5+IiKixYFyvH+N646/FGuu1a13cuHFDREdH1/o4CA8Pr3Efp06dMvpYa9mypdi/f3+tf8yyxHW8JTu1CCFESUmJGDNmjNFtfe6550xuV5WysjLx7LPP6v0hzpiHi4uLSEtLM1j/rl279P54bujx/PPPCyFMO3c2lE4tQgiRnZ1tsCOR9sPOzk59XtVcb8lOLcY87O3txWuvvVbjc1WpVGLGjBlG1amvjWvXrtXbiUrfQy6Xi48++kgIYdrnwNqdWoQQYvXq1Xo7bdT0MOa4Xr9+vXB3d6/V+2pnZyd++OEHo58/EVFDwrhRP8aNxl8DMm7Uxbix5voZN95+MG40DeNG/Q/GjTU/GnLcqO/z/PHHHxvdN6NHjx4iIyOjxv2YazCEENb5ff/EiRPC19fXqPo8PT3F33//XevnaOnn0xgHQwhROYBz8uTJtX7dPD09a9yHNb4XqOGzAxGRFl9fX8TGxmLJkiVo06aN3jJyuRx33XUXTp48iRkzZli5hbbrrrvuQnJyMlasWIHw8HDIZLJqyzs4OCAqKgpLly5FYmIi5s6dW+M+HnnkEcTHx+Oee+6Bvb293jJt2rTBkiVLEBsbCz8/v1o9F2O1b98ex48fxzPPPAMXFxeD5SIiIrB69Wrs3r1bMr0Y1Z5MJsMLL7yA5ORkLFq0CP7+/jVu4+bmhlGjRmHFihVIT09Hr169qi0fEBCAkydP4quvvsKDDz6Irl27wsPDw+CxZ4idnR2GDh0qWefo6IhBgwbVuK3m1KNVRowYYdL+gcqpIg8fPoz169dLpmrTp3Pnzvj444+RkJCA4OBgk/dlTVFRUfjrr7/QunVr9bpt27Zh1KhRKCgoMPv+XnzxRcTGxuLOO+80eI4LDAzEBx98gL1798LNzc3sbQAqj4sffvgBTz31FAIDA2ssL5PJMHDgQGzatAn79++Hj49PjduMHDkS58+fx/vvv49Ro0ahQ4cOcHV1hZ1dzZfQjfXcGBwcjFOnTmHDhg3o2bNnjd9zXbt2xSuvvKIzXbE+gYGBOHz4MH755RcMHz4cjo6ONW7TtWtXzJkzB/v378cPP/xg9PMgIiJq7BjX1x7j+sZz7VoXPj4+2L17N/7++2+MGTMGzZo1q3Gbjh074qmnnsLOnTtx9OjRGst369YNR48exWOPPWbwOHB3d8f06dNx+vRpDBgwwOTnUcWS1/GW4ujoiG3btmHTpk0ICgoyWC4qKgq//PIL3nvvvVrvy8HBAe+//z4SExMxc+ZMtGrVqsZtvLy8cP/992PdunW4ceMGfH19DZaNiYnB0aNHcd999xl87e3t7RETE4PffvsN7777bq2fS0Pg6emJ/fv34+OPP0bbtm31lpHL5YiOjsb+/fuNOq/W1kcffYSPP/4Yo0aNQvPmzWss7+7ujsceewzx8fFYsmRJjeVlMhlWrlyJuLg4zJ07F/369YOPjw+cnJyMat+UKVOwf/9+DB482GAZJycnjBs3DocPH8YzzzxjVL31bdq0aUhOTsZzzz1X7WcHqDwXjBgxAhs3bkS/fv1qrPvRRx/FlStX8NZbbxmV03NycsLQoUOxbNkyXLlyBWPHjjX6eRARNXSMG2uPcSPjRoBxI+NGxo2WxLiRcSPjxkpz5szB33//jejoaMjlcr1l/Pz8sGzZMsTFxcHb29tqbQOs8/t+eHg4zp07hzlz5hjse+Lq6oopU6YgPj4eAwcONPl5VGF/hdpxdXXFV199hVOnTuHhhx826lzp5+eHyZMnY/Pmzbh+/XqN5W3pe4Fsl0wIIeq7EURUf/78808MGTJEvfzqq69i6dKl6mWVSoVDhw7h0qVLSEtLg5OTE9q0aYNBgwYZ1ZG0qcvKykJsbCzS09ORlZWF8vJyuLq6wsfHB0FBQejSpUu1CaOa3Lx5E3/99RdSU1NRXFwMX19fBAQEICoqyqjOuuZWWFiIgwcP4vz588jLy4OHhwdat26N7t27G9VZmeouOTkZx48fR2ZmJrKzs2FnZwc3Nzf4+fmhS5cu6Ny5s8EgqalJTU1FbGwsbty4gZycHLi5ucHHxwe9evVCQEBAfTevQbh27RoOHDiA1NRUqFQq+Pn5ISgoCD179rR6W27duoUzZ84gOTkZt27dQlFRERwdHeHu7o7AwECEh4fDy8vL6u0CGve58ebNmzh06BDS09Nx69YtyGQyeHh4oGPHjujevXuNyanqlJSUIC4uDikpKbh16xYKCwvRrFkzNG/eHIGBgejatWu9vadERES2hHG9ZTGubzzXrnVRUVGBo0eP4uLFi7h16xby8/Ph4uICDw8PBAQEoGvXrpIB6qbKy8vD33//jcuXLyMvLw/e3t5o3749Bg0aBGdnZzM+k0qWvI63lFOnTuHkyZO4fv06nJ2d4efnhx49elgsfj937hzi4+Nx69Yt5OTkwN7eHu7u7mjXrh26dOmCgICAGjsH6XPjxg38888/uHLlCoqLi+Ht7Q1fX1/07dsXLVu2tMAzsW1CCMTFxeHs2bPIyMhQ57D69u1r9eNQCIGLFy/iwoULuHLlCnJzc9XnfC8vL4SEhCA0NBQKhcKq7apy5coVHDhwAGlpaSgvL4ePjw/8/PzQv39/i92IwloSEhKQkJCAzMxM5ObmwtnZGS1btkRQUBDCw8PrdB5MT0/H4cOHkZGRgaysLKhUKri5uaF169YIDg5GcHBwvb2nRETWxLjRshg3Mm4EGDfaAsaNjRPjRuMxbqwdW4kbBw8ejL/++ku9rN2lNz09HXFxcUhNTUV+fj58fHzQpUsX9O3bt16uB/Sx9O/7paWl+PPPP5GcnIzs7Gx4e3ujbdu2GDhwoFGDEk3F/gq1o1KpEB8fj7NnzyIrKws5OTlwcnKCu7s7OnTogK5du6Jdu3a1rt+WvhfItnAwBFETV1Pyi4iIiIiIiIhsF+N6IiIiIiIiqg7jRiIiIiLbVtNgCCIiqp5tDAsjIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiIyEgdDEBERERERERERERERERERERERERERERFRg8LBEERERERERERERERERERERERERERERERE1KBwMAQRERERERERERERERERERERERERERERETUoHAxBREREREREREREREREREREREREREREREQNCgdDEBERERERERERERERERERERERERERERFRg8LBEERERERERERERERERERERERERERERERE1KDIhBCivhtBRERERERERERERERERERERERERERERERkLM4MQUREREREREREREREREREREREREREREREDQoHQxARERERERERERERERERERERERERERERUYPCwRBERERERERERERERERERERERERERERERNSgcDAEERERERERERERERERERERERERERERERE1KBwMQUREREREREREREREREREREREREREREREDQoHQxARERERERERERERERERERERERERERERUYPCwRBERERERERERERERERERERERERERERERNSgcDAEERERERERERERERERERERERERERERERE1KBwMQUREREREREREREREREREREREREREREREDQoHQxARERGRTSguLsa1a9dQXFxc300hIiIiIiIiIiIiIiIiIiIiIiIiG8fBEERERERU73799VcEBASgXbt2CAgIwK+//lrfTSIiIiIiIiIiIiIiIiIiIiIiIiIbJhNCiPpuBBERERE1XVlZWejcuTOysrLU67y8vJCYmIgWLVrUY8uIiIiIiIiIiIiIiIiIiIiIiIjIVnFmCCIiIiKqV1u2bJEMhACAW7duYevWrfXUIiIiIiIiIiIiIiIiIiIiIiIiIrJ1HAxBRERERPXK0KAHDoYgIiIiIiIiIiIiIiIiIiIiIiIiQ2RCCFHfjSAiIiKipik7Oxs+Pj6oqKjQ+Zu9vT0yMjLQvHnzemgZERERERERERERERERERERERER2TLODEFERERE9ebnn3/WOxACACoqKvDLL79YuUVERERERERERERERERERERERETUEHAwBBERERHVm61bt9bp70RERERERERERERERERERERERNQ0yYQQor4bQURERERNT15eHry9vVFWVmawjKOjIzIzM+Hm5mbFlhEREREREREREREREREREREREZGt48wQRERERFQvduzYUe1ACAAoLS3Fjh07rNQiIiIiIiIiIiIiIiIiIiIiIiIiaig4GIKIiIiI6sXWrVvNWo6IiIiIiIiIiIiIiIiIiIiIiIiaDpkQQtR3I4iIiIioaSkqKoK3tzeKiopqLOvi4oLMzEy4uLhYoWVERERERERERERERERERERERETUEHBmCCIiIiKyul27dukdCOHiqFu2qKgIu3fvtkKriIiIiIiIiIiIiIiIiIiIiIiIqKHgYAgiIiIisrotW7boXf/USIVJ5YmIiIiIiIiIiIiIiIiIiIiIiKhp4mAIIiIiIrKq0tJSbN++XWd9q+Yy3NXTHj6eMp2/bd++HaWlpdZoHhERERERERERERERERERERERETUAHAxBRERERFa1d+9e5Ofn66wfECKHnZ0MA0LlOn/Ly8vDvn37rNE8IiIiIiIiIiIiIiIiIiIiIiIiagA4GIKIiIiIrGrr1q161/cPtQcADAixN2k7IiIiIiIiIiIiIiIiIiIiIiIiano4GIKIiIiIrKa8vBw//fSTznovdxm6tK28NO3Szg5e7jKdMj/99BPKy8st3kYiIiIiIiIiIiIiIiIiIiIiIiKyfRwMQURERERW88cffyA7O1tnff875LCzqxwAYWcnQ9Qdcp0yWVlZ+PPPPy3dRCIiIiIiIiIiIiIiIiIiIiIiImoAOBiCiIiIiKxm69atetcPCLWvdrmm7YmIiIiIiIiIiIiIiIiIiIiIiKhp4WAIIiIiIrIKpVKJH3/8UWe9ZzMgpIP0sjS0gx08munWsW3bNiiVSgu1kIiIiIiIiIiIiIiIiIiIiIiIiBoKDoYgIiIiIqv4559/kJGRobO+3x32kNvJJOvkdjJE3aE7O0RGRgYOHDhgsTYSERERERERERERERERERERERFRw8DBEERERERkFVu3btW7fkCoXO/6/iH61xuqh4iIiIiIiIiIiIiIiIiIiIiIiJoODoYgIiIiIotTqVR6BzG4OgPdA/QPeugeIIerk+76rVu3QqVSmbuJRERERERERERERERERERERERE1IBwMAQRERERWVxcXBzS0tJ01vftag97uUzvNg72MvTtaq+zPjU1FYcPHzZ7G4mIiIiIiIiIiIiIiIiIiIiIiKjh4GAIIiIiIrI4fbNCAMDAUP2zQlQZYODvhuojIiIiIiIiIiIiIiIiIiIiIiKipoGDIYiIiIjIooQQegcvuDgCEYHVD4boESiHs0J3/datWyGEMFcTiYiIiIiIiIiIiIiIiIiIiIiIqIHhYAgiIiIisqgTJ07g8uXLOut7B8uhsJdVu63CQYbeXXQHTCQnJ+PkyZNmaiERERERERERERERERERERERERE1NBwMQUREREQWtWXLFr3rB4TaG7X9gBD95QzVS0RERERERERERERERERERERERI0fB0MQERERkcUIIbB161ad9Y4OQM8g3Rkf9OkVLIejg+76rVu3QghR1yYSERERERERERERERERERERERFRA2Tc7XiJiIiIiGrhzJkzSExM1FnfK0gOJ4XMqDqcFDL0DJLjwBmlZP358+dx9uxZhISEmKWtVL28vDxcvHgRpaWlcHR0RGBgINzd3eu7WURERERERERkBcwLEBERERERETVNzAkQka3jYAgiIiKiRkypVOKtt97C9u3bkZ2dbfX95+Xl6V3fP9S0y9ABIfY6gyEAYNiwYfUSZDdv3hx33303Fi9eDLncuBkuGqKEhASsWrUKe/fu1TuoJSgoCCNGjMCMGTMQGhpaDy0kIiIiIiIiIkthXoCIiIiIiIioaWJOgIgaEpkQQtR3I4iIiIjIMp555hl88skn9d0MCQc58O1LLmjmZNzMEABQWCIw4c0ilOuOh6hXzzzzDD766KP6bobZJSUlYdasWdizZ4/R20RHR2PlypUICAiwYMuIiIiIiIiIyNKYFyAiIiIiIiJqmpgTIKKGiIMhiIiIiBoppVKJFi1aGJydob706SLHa486mbzdkvUlOHzetkZDeHh4ICsrC3Z2dvXdFLNZs2YN5s+fj6KiIvU6BznQ0dcOHVvbwcURKCoFkq+rkJyukgxQcXFxwfLlyzF16tR6aDkRERERERE1ZBUlJcg6cwYtQkJg72R63oDMQ19eQCG3Q/dW7ujWygNuCnvkl1Ug/kYuTt3IQ5lSpS7HvAARERERERHVBnMCtkFfTkDuoIBvUDe07hwGRxc3lBbl4/qF00hPjIeyvExdjjkBIqpP9vXdACIiIiKyDLlcDmdnZ5sbDDEgVF6r7QaGyW1uMISzs3OjGgjxxhtvYMmSJeplH08Zxg90wLAIe70zeRSWCPx2ogJb9pcjI0egqKgI06ZNw40bN/Dyyy9bs+lERERERETUwB1YsACpf/yBtkOHYpCNzXLZVGjnBfw9nLEgqjMe6dYOHk4OOuVzS8qxMf4q3jt4ASm5xcwLEBERERERUa0wJ1D/tHMCnr7+GPjIfPQYPRlObh465Uvyc3F8xybs3/ghctJTmBMgonrFmSGIiIiIGrF3330XCxcurO9mqPn7yPDpbGc42Ot2rK9JeYXA058W40qG7Vy+vvPOO3jhhRfquxlmsWbNGkyfPl29PLq3PZ4aqYCzY83vVXGpwOc7y7DjcIV63erVqzFt2jSLtJWIiIiIiIgal6Lr1/HjsGHq5TG//w6XVq3qsUVNj3ZeYEZkByyLDoWroub7qhWUVeD5PQlYdeyyeh3zAkRERERERGQM5gTqn3ZOoM/4aRg57204urjWuG1pUQF2Ll+EuC1r1OuYEyAia+NgCCIiIqJGTAiBd955By+//DKUyupnVWjTUgY/L8vMcmAnAwJ87TBugANcnU0fCFGloFhg6z/luJSugspCV7FpN1VIvVV95fb29vjPf/6DF154ATJZ7Z+PrUhKSkK3bt3U011OHaXAuAG6d3ysydb95fhsZ+VUmC4uLjh9+jQCAgLM2lYiIiIiIiJqfM5v2oRjb72lXo5cvBjBkyfXY4uaFu28wPvRoXi2X6DJ9bx/8AIW7D0DgHkBIiIiIiIiMg5zAvVLOycw6tl3MfDheSbXs3/jh/j1w8obdTInQETWxsEQRERERE1AbGwsJk2ahOTkZINlFPbA9NEKjOpt3yg6+JtKCIEdcRVY82sZyioMl+vYsSO++eYb9OnTx3qNs7CYmBjs2bMHQOWMEHPGONa6rk9+LFXPEBEdHY3du3ebpY1ERERERETUeO2bMgUZR46ol3169cLwdevqr0FNjGZeYEZkB6y8O7zWdc3cflI9QwTzAkRERERERFQT5gTql2ZOoM/4aRiz+NNa1/XjW7PVM0QwJ0BE1sTBEERERERNRG5uLmbOnIlvvvmm2nL9Q+SYN9YRbi5NZ0BEfpHAhz+U4uDZ6mfPmDhxIlauXAkPDw8rtczyTp8+jW7dugEAfDxlWD3XGc6OtX/vi0sFpn9UjIwcoa4/NDTULG0lIiIiIiKihi0vLw8XL15EaWkpHB0dERgYCEV5ObYNHgyhUqnLyezsMPavv+DUokU9trZp0MwL+Hs4I2HWMLgq7GtdX0FZBUL/+xtScovV9TMvQERERERERIBuXqBdixbYd889zAnUE82cgKevP+ZtPgFHF9da11daVIDlD0QgJz1FXT9zAkRkDXb13QAiIiIisg4PDw9s2rQJa9euRbNmzQyWO3BGiZmfFON0cvUDAxqL08mVz7e6gRDNmjXDunXrsGnTpkY1EAIAVq9erf7/+IEOdRoIAQDOjjKMG+Cgt34iIiIiIiJqehISEjB79mwEBwfDw8MDkZGRiIqKQmRkJDw8PPB4//6STg8AIFQqXPvtt3pqcdOiGbcviOpcp4EQAOCqsMdz/QL11k9ERERERERNT3V5gYciIpgTqEeaMfvAR+bXaSAEADi6uGLgI/P01k9EZEkcDEFERETUhMhkMkyZMgXHjh1DRESEwXI3cwUWfl6CjfvKoFQ2zonElEqBjfvKsPDzEtzMNfwcIyIicPz4cTz22GOQyRrfbBl79+4FADjIgWERdevwUGV4D3s4yKX1ExERERERUdOSlJSEmJgYhIWFYcWKFUhMTNRbzr+4WO/6q4wnraIqblfI7fBIt3ZmqfPR7u2hkNtJ6iciIiIiIqKmxZi8QG93d73bMidgHVUxu9xBgR6jJ5ulzh6jH4bcQSGpn4jI0szT24mIiIiIGpTg4GAcOnQIL774Ij788EO9ZVQC2PR7OU4mKbHwIUf4eDaecbQ3slV45/tSnE1RVVvu2WefxVtvvQVHR0crtcy68vLy1Emnjr52aOZknsEezZxk6NDaDhdSVUhMTER+fj7c3NzMUjcRERERERHZvjVr1mD+/PkoKipSr1PI7dC9lTu6tfKAm8Ie+WUVOJ+RhzsMzF55PS4OZbm5UDSyGRptiWZeoHsrd3g4OdSwhXE8nBzQrZU7jqblMC9ARERERETUBOnLC8gdFPAN6obWncPg6OIG5GcjJOmY3u3TDh1iTsDCNHMCvkHd4ORmntfayc0DrTuHIfXsMeYEiMhqOBiCiIiIqIlydHTEBx98gOHDh2PKlCnIzMzUW+5MigqzPi7GvPsdMSC04V8+/pNQgeU/lKKgxHAZb29vrF+/HiNHjrRew+rBxYsX1f/v2Nq8g10CfCsHQwghcPHixWpnIiEiIiIiIqLG44033sCSJUvQSqHA423awNtRgQ6eLvB1dYS9XCP2dAHKXFogK7tUbz2iogK/T51abccHRw8PhM2ZA3d/f3M/jSZBMy/QrZV5O5h0b+WBo2k5zAsQERERERE1MW+88QZW/Oc/eNzbG24tW8Le0RnNfdvDzdsXdvL/9TeoKICdqhhyA3XIVCpsuvtu+HfpYnA/zAnUjWZOoHXnMLPW7RvUDalnjzEnQERW0/B7sxERERFRnYwaNQqnTp3Co48+in379uktU1AC/OfrUozqrcS0UQo4Kcwzg4A1lZQJrN5Rhp1HKqotN2LECGzYsAGtW7e2UsvqT2np7Q4nLmae/MJZcfv/JSXVjDwhIiIiIiKiRmPNmjVYsmQJAOC+li0RVTWQoUTgZi1iw6wzZ2osI3d0RN833zS5bpLmBdwU5v3J0FVxu0sL8wJERERERERNQ1VeYJqf3+2cAADcTK18mMAxKwvXDx6stgxzArWnmRNwdDHvzA0KZ1f1/5kTICJrMO/tX4mIiIioQfL19cXu3bvxzjvvwN7e8I/fvx6uwDP/LUbydZUVW1d3l9JVeOa/xdUOhLC3t8e7776LXbt2NYmBEEDl7CBVivTfiLPWistu/9/Jycm8lRMREREREZHNSUpKwvz589XL3QKaW36nMhn8Bg2y/H4aKc28QH5Z9TePMFVBmVL9f+YFiIiIiIiIGj/NvMDJ/HwIS++QOYE60cwJlBblm7XusuIC9f+ZEyAia+BgCCIiIiICANjZ2eGFF17AgQMHEBAQYLDclQyBZ/5bjF9iyyGExVMYdSKEwM+HyjF3ZTGuZBhua6dOnXDw4EE8//zzsLNrOpfIgYGB6v+be4DLpfTK+mQymWQ/RERERERE1DjNmjULRUVFAIAZkR3w9LDOGHpnWzg7yWvYsnacfXww7Isv0D4mxiL1NwWa8Xr8jVyz1n3qf/UxL0BERERERNQ0aOYFZDETkfHiGlQ097bIvpgTqDvNWP36hdNmrTs9MR4AcwJEZD1Np6cXERERERmld+/eOHHiBCZNmmSwTHkFsOLnMrz+VSnyimxzQERekcDrX5Xiv7+UobyamxtOnjwZx48fR69evazXOBvh7u6OoKAgAEByugqFJeZ5LwtLBC7/b3BFUFAQ3NzMO60mERERERER2ZbTp09jz549AAB/D2csiw4FALT2ccHI6A5o49vMrPtrM3gwRv7wA1r16WPWepsazbzAqRt5yC0pN0u9uSXliL+RB4B5ASIiIiIioqZAMy/g6euPkfPeRmlIb1x/63sURdxp1n0xJ2AemjmB9MR4lOSb5yYJJfm56sEVzAkQkbVwMAQRERER6XB3d8dXX32F9evXo1kzwx0WDp1TYtbHxYi/pLRi62p26lJluw6dM9wuV1dXbNiwAV999RXc3d2t2DrbMmLECABAuRL47UQ1o0ZMsO94BcqV0vqJiIiIiIio8Vq9erX6/wuiOsNVYa9ednKUY1B/P0RGeMPOTlan/dgpFIhcvBiDPv0UTs2b16kuqlQVt5cpVdgYf9UsdW44dQVlSpWkfiIiIiIiImq8NPMCAx+ZD0cXVwCAyq05bj67HFmPLoJwUNRpH8wJmF9VzK4sL8PxHZvMUufxHV9BWV4mqZ+IyNJkQgjbvJUvEREREdmECxcuYMKECTh+/LjBMjIZMHGwAyYPdYBcXreODXWhVAp89Xs5vv2zHNVd5UZGRuKbb75B586drdc4G5WQkICwsDAAgI+nDKvnOsPZsfbvYXGpwPSPipGRI9T1h4SEmKWtREREREREZJuCg4ORmJgIhdwOGQtGwsPJQW+57JxSHIhNR15+mcn7cA8IQP/33kPz4OC6Npc0aOYF/D2ckTBrmGQwi6kKyioQ+t/fkJJbrK6feQEiIiIiIqLGrSovIHdQ4OV9qXBy89Ap45ByHi1XLIJDWrLJ9WcKgUe3bWNOwMw0cwKevv6Yt/mEeiBLbZQWFWD5AxHISU9R18+cABFZA2eGICIiIqJqde7cGYcOHcJzzz1nsIwQwNd/lOP5z0pwI1tlxdbddiNbhec/K8E3f1Q/EGLBggU4ePAgB0L8T2hoKKKjowEAGTkCn+80vUOKps93lqkHQvTu3RulpaXIy8urczuJiIiIiIjINuXl5SExMREA0L2Vu8GBEADQ3NMRdw1vD08P0+4GmVJSgv5ffslODxagmRdIyS3G83sS6lTf83sS1AMh+vbti3bt2tW5jURERERERGS7NPMCvkHd9A6EAIBy/2Bcf+NrlLUPMqn+lJISLDx/HvZ+fnVuK0lp5gRy0lOwc/miOtW3c/ki9UAI9hVoXDIyMrBz50689957WLp0KRYvXoylS5fivffew86dO5GRkVHfTaQmjjNDNGIZGRk4duwYzpw5g4KCApSVlUGhUMDV1RUhISGIjIyEj49PfTeTiIiIGpDdu3fj0UcfrTaQaeYELJnshO6d5FZr16kkJV7fVILCEsNlfHx8sGHDBsTExFitXQ3FpUuXEBYWhqKiIgDA1JEKjBtouPOKIVv3l+MzA4MpgoKCMGLECMyYMQOhoaF1ai8REdWMOQEiIiKyluPHjyMyMhIA8GSEPz6/N6La8kqlClt/voSKCuNvplCsVCJ8wwZE9u5dp7aSftp5gfdGhOC5KNNvIvH+wQtYsPeMznrmBIiIiIiIiBovzbxAzzGPY9yS1YYLl5Wi7ayhsCspNLr+YqUSMxITcfjYMUREVJ9zINNp5wRGzX8HAx+Zb3I9+zd+iF8/XKj3b8wLNDxKpRK//vorNmzYgNjYWFy7dq3Gbdq2bYu+ffvisccew8iRIyGXW6/PEBEHQzQiPAHZNnZEISKixuL69et47LHHsGfPHoNlXByBrxa5wMVRZvH2FJUKPPx2EYpKDZeJiYnB+vXr0apVK4u3p6Fas2YNpk+frl4e3dseT41UwNmI97C4tHJGiR2HK4zaV3R0NFauXImAgIBat5eIiKSYE7B9zAsQEVFjdejQIURFRQEA5vXphA/vCqu2/LW0Avx9IM3k/bSaMwfDZsyoVRupZtp5gRmRHbAsOhSuCvsaty0oq8DzexKw6tjlGssyJ0BERERERNS4aOYF+k96BncveM9gWefjf8H7g7km7+O9K1ewYs8e9OvXr9btJMO0cwJ9xk/DyHlvw9HFtcZtS4sKsHP5IsRtWWPUvpgXsG03b97EZ599htWrVyMlJaXW9fj7+2P69OmYOnUqWrZsacYWEunHwRCNAE9AtokdUYiIqDFTqVT44IMPsHjxYpSXl+st89YTTugRaPnvsuMXlVj8pf4pIRwcHPB///d/mD9/Puzs7CzelobujTfewJIlS9TLPp4yjBvggOE97NHMSXdQRGGJwL7jFdj6Tzkycm6HFV7uMvQMksPFESgqBZKvq5CcrkK58va2Li4uWL58OaZOnWrR50RE1NgxJ2C7mBcgIqKmwtSZIQ4dvo7klDyT9+MxcCBGr1pVqzaScbTzAv4ezniuXyAe7d4eHk66M0jmlpRjw6kreP/QRaTkFqvX9/D1wKD2LZFfVoH4G7k4dSMPZcrbM4EwJ0BERERERNR4mDIzRIvVr8B1/y8m7+OvnBzM2L6dM0NYkHZOwNPXHwMfmYceox+Gk5uHTvmS/Fwc3/EV9m9cjpz0279Pufv4ISgqBo4ubigtysf1C6eRnhgPZXmZugzzArZHCIENGzZg7ty5yM3Nlf7R0RFo0wZo2xbw8wOaNQPs7YGKCqCwEEhLA65dA1JTgVLpXUw9PT2xfPlyPProo5DJLH8zVWq6OBiiAavuBOQol6GNuxxt3ezh526PZg4y2NvJUKESKCwXSMurwLX8CqTmKVGqlB4CPAHVDTuiEBFRU3L06FGMHDkSN2/e1PnbqrnO6NDK8gMQLl9XYcbHxTrrfXx8sGPHDvTs2dPibWhM1qxZg/nz56unwQQABznQobUdAnzt4KwAisuAS+kqXL4uHeBgLweeGqnAmCjdDhKFJQK/najAlv3SgRNvvPEGXn75ZYs+JyKixog5AdvFvAARETU1eXl58PCo/FG8l58nDk8dbLCsSiXww89JKCtXGSxjiIO7O8b9/TfsHHRjTjIffXkBhdwO3Vq5o3srD7gq5CgoU+LUjVzEaw9ycJBjeUwYpkZ2kNSZW1KOjfFX8d7BC5JBE8wJEBERERERNXyaeYG2IT3x9MaD+gtWlKPN08MgLzT9BgkFSiUeOnQIHs2b16WpVAN9OQG5gwKtO4fBN6gbFM6uKCsuQHpiPK5fOC0Z4CB3UGDk3LfRf9JsnXorB05swv6NH0oGTjAvYBtSU1Mxffp07Nix4/ZKmQwIDgaioir/NebmoyoVcP48cPBg5b8aXdNHjx6NNWvWwM/PzwLPgIiDIRosfScgGYDglg6IauuE4JYOsDOi04JKCJy/WY6D10pw/mY5NA8GnoBMw44oRETUFJWWlsLHxwd5edKERavmMqxb4GyV7y4hBB5bVizpYA8A7u7uyMjIgKOjo8Xb0NhcunQJM2fOxJ49e4zeJryTHeaOdYRvi+qD4OJSgc93lmHH4Qr1utWrV2PatGm1bi8RUVPDnIBtYl6AiIiasuDgYCQmJkIht0PGgpF6ZxEAgPTrhfhjf6rev7X1a4bwbt44GZ+Ja2mFessM+ewz+EZFma3dpF9t8gLRnXywcnR3BDRvZrBMQVkFnt+TgFXHLqvXMSdARERERETU8FXlBeQOCry8L1XvTAJOpw/C551ZercvihyCnInz4PnNh3A59qfeMswJWEdtcgKdeg/B/S+vRIu2AdWWKy0qwM7lixC3ZY16HfMC9evAgQO45557kJ2dfXtlRAQQEwN4edW+4lu3gN27gRMn1KuaN2+OX375Bf37969Di4n042CIBkjfCSiitQIxnVzg5SKvdb23ipTYnVSEE9dvj9jjCcg47IhCRERN1Y4dO3D33XfrrL9/gD2mjbLeIITVO0qx7UCFzvodO3Zg1KhRVmtHY5OQkIDVq1dj7969SExMhL7Q4Q5/OzwzxtHkWUC27i/HZzsrrztdXFxw+vRpBARUnxwhIiLmBGwV8wJERNTUzZ49GytWrAAAfDKyG2b31h/fHT52AxcvSQcN2tnJEBnujcAAD8hkMgghcCEpF0dOZED72zPwwQfR+9VXLfEUSI+a8gLeLgo8FNIGM3p2RIiPu9H1vn/wAhbsPQOAOQEiIiIiIqLGQDMvcM8LyxE1QXfQQ/Mv3oDbH1sl64SDAtmTF6Bg2AOVd6IXAq77vkfzr9+HTGPWAYA5AWszpq+Af3gUxr60Aq06hZhU9/6NH+LXDxcCYF6gPu3duxf33Xcfiov/N4unmxswbhwQYtr7Wa0zZ4CtW4H8fACAs7MzfvrpJ4wYMcJ8+yACB0M0ONonIDeFDOO6uiLER2G2fZzJKMPWcwXIL6s8NHgCqh47ohARUVP2xBNPYO3atTrrP5juhDv8a/89aKozKUo8t7pEZ/0TTzyBL774wmrtaMzy8vKQlJSEGTNm4PDhwwCA0b3tMWdM7Qe9fPJjqXqGiOjoaOzevdssbSUiaqyYE7BNzAsQERFV/kAeFhYGAPD3cEbCrGFwVdhLyqiEwI+/XEJJqVK9zsNdgf59feHpIY0tC8oqMGzN3xjn0RJtnZzU6528vDDmjz9gJ7dezoEq5eXlISYmBrGxsQCAJ8Lb44v7etS6vpnbT6pniGBOgIiIiIiIqGHTzAt4+vpj3uYTcHRxvV1ApUSb2SMgz8tSryprE4Bbs99BebvOOvWJxFNQvPoIfOW3b8jHnED90ddXoM/4aRiz+NNa1/njW7PVM0QwL2B9//zzD6Kjo28PhAgKAiZPBlxczL+zoiJg0yYgMRFA5W+Pe/fu5W9dZFYcDNGAaJ+AgrwcMDnMFS4Opt2F1xhF5SpsOl2AxFvlAHgCMoQdUYiIqCkrLy9H69atkZWVJVnv5S7DxhecYWdX892PzUWlEnj4nWJk5Usvbb28vHD9+nXY29sb2JJMcfr0aXTr1g0A4OMpw+q5znB2rP37XFwqMP2jYmTkCHX9oaGhZmkrWUZeXh4uXryI0tJSODo6IjAwEO7uxt/9k4hqjzkB28S8ABER0W0xMTHYs2cPAGBGZAesvDtc8vfCwnL89GuyejkwwAM9unvD3l73eqaqo7xCJsOinj0RXFio/tt9e/eiGWdKsjrNnIChAS+mKCirQOh/f0NKbrG6fuYEbB/zAkREREREZIhmXkC7o7z8ZhrazBulXs4f9gByJj0L4eist64f35qNE1s/w8OtWmFYixbq9cwJ1B/NvIDeAS8mKi0qwPIHIpCTnqKun3kB60hNTUVYWNjtm3yFhlYOhLBkv5qKCuCrrypnikDlzb8SEhI4GzqZjfl/MSeLSE1Nxb333qv+cT3UR4HHw90s0ukBAFwc7PB4uBtCvB0AAMXFxbjnnnuQlpZmkf01RP/884+kw0OQlwMWRHmatcMDAIT4KLAgyhNBXrffi/vuuw8HDhww636IiIhM9ddff+kMhACAqDvkVh0IAQB2djJE3aF7B4hbt27hr7/+smpbGrPVq1er/z9+oEOdBkIAgLOjDOMGOOitn2xHQkICZs+ejeDgYHh4eCAyMhJRUVGIjIyEh4cHgoODMXv2bCQkJNR3U4kaLeYEbBPzAkRERFIrV66Ey//uHrfq2GW8f/CC5O/OLvbo0N4NHu4KDOzni96RrfQOhHj/4AX1jAH2zs547NtvMeDDD+ERGIgO994Ll9atLf5cSJdmzL4gqnOdBkIAgKvCHs/1C9RbP9kW5gWIGra8vDwcP34chw4dwvHjx5GXl1ffTSIiIqJGSjMvELdlDfZv/FD9N2WLVijsPxplbTshc+77yH78JYMDIfZv/BBxW9agTAh8m5eHzosWMSdgAzTj9oGPzK/TQAgAcHRxxcBH5umtnyxHCIHp06ffHghRNSOEpW8wam8PPPxw5f4AZGdnY9q0aeC9/MlcODNEAyCEwD333IMdO3YAqPxx/fFwN9hboZNhhUpg7cl89d0gR48ejV9++QUymXU7ONoa7dFxoT4KTA5zteh7UqES+Co+H2cyK98Ljo4jIqL6NmPGDL0B6TtPOaF7gPWnpjyVpMTCL0p01s+YMQMrV660ensao+DgYCQmJsJBDnz7kguaOdX92qewRGDCm0UoV1bW/++//5qhpWQOSUlJmDVrlvoOLsaIjo7GypUrERAQYMGWETUtzAnYJuYFiIiI9FuzZg2mT5+uXp4R2QHLokON6jhfUFaB5/ckqAdCVNU3depUSzSVTFSVE1DI7ZCxYCQ8nBxq3qgGuSXl8HlvJ8qUKuYEbBDzAkQNV0JCAlatWoW9e/ciMTFR5+9BQUEYMWIEZsyYwbvv1gPOskNERI2Zdl6gz/hpGDnvbaM6zpcWFWDn8kWI27JGUh/zArahKi8gd1Dg5X2pcHLzqHOdJfm5+M/wNlCWlzEvYCXr16/HlClTKhfc3IAFC4D/DWKyiqIiYNkyoKBA3Z5HH33UevunRouDIRoAzROQm0KGBVGeFrv7oz5F5SosO5iDgjKhbk9TPgGxIwoRERGgVCrh5+eHjIwMyXqPZsDXL7pAbuWZISrbJDDp/4qQWyRd36pVK6SmpkIut/4AjcYkLy8PHh6VCY2gtnb4eJb+O3XUxpwVxbiQqoJMJkNubi7c3NzMVjfVzpo1azB//nwUFd3+QDnIgY6+dujY2g4ujkBRKZB8XYXkdBXKlbe3dXFxwfLly5mYJDIT5gRsD/MCRERE1XvjjTewZMkS9bK/hzOe6xeIR7u319uBPrekHBtOXcH7hy4iJbdYUs/LL79slTZT9TRzAr38PHF46mCz1d3rsz9xNC2HOQEboy8voJDboXsrd3Rr5QE3hT3yyyoQfyMXp27koUypUpdjXoCo/nAQk+3iABUiImpKtPMCnr7+GPjIPPQY/bDeDvQl+bk4vuMr7N+4HDnpKZJ6mBewDZp5gbYhPfH0xoNmq/vTh/sh9ewx5gWs4ObNmwgMDERubm7liilTgJAQ6zckIQFYvx4A4OnpiQsXLqBly5bqP2dkZODYsWM4c+YMCgoKUFZWBoVCAVdXV4SEhCAyMhI+Pj7WbzfZNA6GsHHaJ6Ap3d0Q4qOwejsSMsqw/lQ+AP0noKaEHVGIiCyDd8JpWP7++2/ceeedOutH9rLH3LGOJtcnhMCpSypcSlchwNcO3QPsatWpb/kPpdh1tEJvewcOHGhyfXTb8ePHERkZCQCI6WmP+feb/j4b8uEPpdj9v/ft+PHjiIiIMFvdZDrtBKWPpwzjBzpgWIS93tlACksEfjtRgS37y5GRIyT1MEFJVDfMCdgm5gWIiMyPOYHGx1BH6m6t3NG9lQdcFXIUlClx6kYu4tmR2uZp5gSejPDH5/eaL25/6ucT+OJEino/zAnUP30DmhZEdcYj3doZHNC0Mf4q3jt4gQOaiOqRvu9euYMCvkHd0LpzGBxd3FBalI/rF04jPTEeyvIydTl+91oOB6gQERmHeYHGx9C1SevOYfAN6gaFsyvKiguQnhiP6xdO89rExmnmBXqOeRzjlqw2W91bX5+Ooz+uVe+HeQHL+b//+z8sXry4ciEiApg0qf4a8/XXwIkTAIA333wTYWFh2LBhA2JjY3Ht2rUaN2/bti369u2Lxx57DCNHjuTNUQk1z0tM9eqzzz5Td3qIaK2ol04PABDqo0BEawVOXC9DTk4OPv/8cyxatKhe2lKfbt68iblz56qXx3V1tWqHBwBwcbDDuK6u6o4oc+fOxahRo5p0RxQiarh4J5yGa+vWrXrX9w8xPcDIKRD4YGspDp+/fWv53sFyPDvOEZ6upg2IGBAq1zsYYuvWrRwMUUelpaXq/7uYbxwEAMBZ4xK3pKTEvJWTSdasWSPp8DC6tz2eGqmAs6Phz2IzJxnu7eeAET3s8fnOMuw4XPkZfOWVV+Dj44Np06ZZvN1EjRVzAraHeQEiIvNhTqBxmzZtGoYPH46ZM2eqO/+VKVU4mpaDo2k5Brdj5z/bpJkTcFOY96dFV8XtXBJzAvVPOy8wI7IDlkWHwrWa993DyQGzewdgSnh7PL8nAauOXQbAvACRNem/+/J89Bg9uZq7L2/C/o0fIic9BUVFRZg2bRpu3LjBQUxmVNsBKnv27EFYWBg7gRJRo8e8QOOmLy+gLC9D6tljSD17zOB2zAvYJs28gKOLeWduUDi7qv/PvIDlKJVKrFq1qnJBJgNiYuq3QdHRwMmTgBBYsmQJlEpljZtounbtGrZs2YItW7bA398f06dPx9SpU/lbWRNm3V9rySSaJyAZgJhOLvXanuhOLqjqArVq1SqTT0CNga11RAGg7ohCRNSQJCUlISYmBmFhYVixYoXe5AYAJCYmYsWKFQgLC0NMTAwuXbpk5ZaSPiqVCj/88IPOelcnoHuAaYMhTlxUYuYnxZKBEABw+LwSsz4pxomLpl1vdA+Qo5mT7voffvgBnBCtbhwdb4+AKCqtpmAtFN++0QecnPS8gWQVSUlJmD9/vnp56igF5oxxrHYghCZnRxnmjHHE1JG3r5Hnz5/PczdRLTEnYJuYFyAiqjvmBJqOgIAA7N69G6dPn8bs2bMRHBysMwukTCZDcHAwZs+ejYSEBOzevZsdHmyQZk4gv0z3JhR1UVB2+7qSOYH6pZ0XeD86FCvvDq92IIQmV4U9Vt4djvdGhKjXMS9AZHnag5j6jJ+GeZtPIGrCLL0DIQDAyc0DURNmYd7mE+gz/vaApVdeeQVr1qyxeJubgjfeeAPTp09XD4Tw9PXHPS8sx8v7UvH0xoMYt2Q17l7wHsYtWY2nNx7Ey/tScc8Ly+Hp6w8A6gEq//nPf+rzaRARWQTzAk0H8wKNh2ZeoLQo36x1lxUXqP/PvIDl7Ny5E1euXKlcCA4GvLzqt0EtW1a2A5D+5ujoCAQEAIMGARMmAE8+CUyfXvnvhAmV6wMCKsv9T0pKChYvXozOnTtj/fr17BvURMkE33mbtX37dtxzzz0AgC4tHfBkRP1P//XF8Tz8e6scQGX7Ro8eXc8tsh6lUomAgABcuXIFMgAL+3vCy6X+pte5WaTEuwdyIAD4+/sjKSmJ0/0QUYOg7044DnKgo68dOra2g4tjZUfr5OsqJKerUK5xzcvpEG1DXFwc+vbtq7N+eIQ9Fjxg3JQBFUqBDXvLsXl/Oaq7GpXJgAcGOeDR4Q6wlxvXIXvZ5lL8dkL3h/m4uDj07t3bqDpIV15eHjw8Kn88C2prh49nOZut7jkrinEhVQWZTIbc3Fy4uZn3bhJknJiYGPWdWUb3tsecMbWfAuSTH0vVM0RER0dj9+7dZmkjUVPCnIDtYV6AiKju9OUEFHI7dG/ljm6tPOCmsEd+WQXib+Ti1I08lClV6nLMCTQOeXl5SEpKQklJCZycnBAYGMgYsAHQzAn08vPE4amDzVZ3r8/+xNG0HOYEbIBmXmBGZAesvDu81nXN3H5SPUME8wJElpOUlIRu3bqpr61GPfsuBj48z+R69m/8EL9+uBBA5TXX6dOn2QmxDtasWYPp06erl/uMn4aR896Go4trNVtVKi0qwM7lixC35faglNWrV3OWHSJqNGo7aw7AvEBjwbxAw6SZF2gb0hNPbzxotro/fbgfUs8eY17Awh544AFs2bKlcuGJJ4CuXeu3QQBw9iywdm3l/93cgAceqBwgYWfEPf5VKuD8eeDgwcp/NToejR49GmvWrIGfn5+FGk62yLxz2ZJZrV+/Xv3/qLa2MeqtXzsndceHdevWNamOD5qj44JbOtRrhwcAaOkiR7CXA/69VY6UlBTs2rWrSb0fRNQwaU/V7OMpw/iBDhgWYY9mTrod3QtLBH47UYEt+8uRkSM4VbONUAdIWgaEGvfdmJ6lwtvfluL8NVWNZYUAvv+rHKeSlFg0wRG+LWoOegaEyvUOhtiyZQsHQ9SBu7s7goKCkJiYiOR0FQpLhN7PrakKSwQuX688FoKCgpjcqCenT59Wd3jw8ZThqZF1u9P5UyMVOJKoREaOwJ49e5CQkMApjIlMxJyA7WFegIiobrRzAv4ezlgQ1RmPdGsHDycHnfK5JeXYGH8V7x28gJTcYuYEGgl3d3dERETUdzPIRJo5gVM38pBbUq73c2uq3JJyxN/IA8CcQH3TzAv4ezhjWXTdYvhl0aHYefEGUnKLmRcgsqBZs2apO5P2GT+tVgMhAGDgI/Nx62oS4rasQVFREWbOnMlBTLWkPcuOqQNUHF1cMWbxp/Bq10k9QGX+/PkYPnw4B6gQUYOnnRfw9PXHwEfmo8foyXpnMyrJz8XxHZuwf+OHyElPYV6gkWBeoGHSzAukJ8ajJD/X4CxkpijJz8X1C6cBMC9gabGxsZX/cXRUz8hQ77p0qWxPaSkgl5s2QMPOrrJ8167ArVvA7t3AiRMAgB07diA0NBS//PIL+vfvb6HGk60xYggN1ZeqE5CjXIbglnVPKptDl5YOcPzfXZnj4uLquTXWZasdUaqsW7eu/hpCRGQE7amaR/e2x+q5zri3n4PBDtXNnGS4t58DVs91xujet8dwcqrm+iOEwNatW3XWOyuAHoE1dwj841QFnv6k2KiBEJrOX1Ph6U+K8ccp3UEO2iID5XDW049769atnA6vjkaMGAEAKFdC74CT2th3vEI9A0xV/WR9q1evVv9//EAHODvWbaCLs6MM4wbcjmE06yci4zAnYHuYFyAiqj3tnMCMyA5ImDUMs3sHGOxQ7eHkgNm9A5AwaxhmRHZQr2dOgKh+VMXsZUoVNsZfNUudG05dUc8Aw5xA/dKM2xdEdYarom7303NV2OO5foF66yci89AcxOTp64+R896uU30j570NT19/AFAPYiLTmXOASp/xlbNBVA1QISJqyLTzAn3GT8O8zScQNWGWwQ7VTm4eiJowC/M2n1CfEwHmBYjqS1Xcriwvw/Edm8xS5/EdX6lngGFewHIyMjJw7dq1yoU2bYybecEa7Owq2wMAOTlAQUHt6vHyAiZNAqZMqZxhAkB2djZGjBiBvXv3mqWpZPts5KgmbZonoDbuctjJ6n7XXXOwk8nQxq2yo+PVq1eRmZlZzy2yHnZEISKqPe074UwdpcCcMY5Gd7Z1dpRhzhhHTNW4U/n8+fNx6dIls7eVqnfy5EkkJyfrrO/dRQ6Fg+H3s7hU4P0tpXjnu1IUlRquv23btgb/VlQKvPNdKT7YWoriUsODGhQOMvQO1h2YcenSJZw6dcrwzqlGM2bMUP9/y/7yat8HYxSXCmz9p1xv/WRdVUkABzkwLMI8EwgO72EPB7m0fiIyDnMCtol5ASKi2tHOCbwfHYqVd4cb3dHWVWGPlXeH470RIep1zAkQWZ9mzP7ewQsoKKvbTRIKyirw/qGLeusn66uK2xVyOzzSrZ1Z6ny0e3so5HaS+onIfDQHGQ18ZD4cXVzrVJ+jiysGPjJPb/1kHA5QISLST9+sOWMWf2r0d1fVrDmj5r+jXse8AJH1acbt+zd+iNKiWnZc/5/SogLs37hcb/1kXseOHbu9UE2fnHpRNRgCAKoGbNRWSAiwYAEQFAQAKC4uxn333YcDBw7UrV5qEDgYwkZpnoDaupmnM5K5tHG/3R7JibIRY0cUIqK60bwTzuje9pK7hZti3EAH9QwRvBNO/dA3KwQADAgxfL1yIVWJ2Z8WY+9xwz+SKxQKLF++HCkpKfjwww/h4GD4GNlzrAKzVxTjQqrSYJn+ofrbY6j9ZJzQ0FBER0cDADJyBD7fWVan+j7fWYaMnMoBFdHR0QgJCalhC7KEvLw8JCYmAgA6+toZnK3HVM2cZOjQujLkTExMRH5+vsntOn78OA4dOoTjx48jLy/PLO0iagiYE7A9zAsQEdWeZk5gRmQHPKtxp3BTPBfVWT1DBHMCRNanmRNIyS3G83vq1iHz+T0JSMktBsCcQH3TzAt0b+VucMYeU3k4OaBbK3cAzAsQWULVICO5gwI9Rk82S509Rj8MuYNCUj8ZjwNUiIj046w5RI2DZl4gJz0FO5cvqlN9O5cvQk56CgDmBSztzJkztxf8/OqvIfpoDoa4fr3u9bm4AI8/XjkwApUDIu655x6kpaXVvW6yaRwMYaM0T0B+7rbb8aGp3H2AHVGIiGpP8044Pp4yPKUxu0NtPDVSAR/Pys5nvBOOdQkhsGXLFp31jg5ALz0zMahUAj/8U475q0qQesvwDAJBQUGIjY3F3LlzYWdnh3nz5iE2NhZB/xutrU/qTYH5q0rwwz/lEEK37l5Bcui7ySgHQ9TdypUr4eLiAgDYcbgCW/eX17CFflv3l2PH4coBMi4uLli5cqXZ2kimuXjx9p04O7Y2b4gY4FtZnxBCsh9DEhISMHv2bAQHB8PDwwORkZGIiopCZGQkPDw8EBwcjNmzZ/PcT40ecwK2h3kBIqLa0cwJ+Hs4Y1l0aJ3qWxYdCn8PZwDMCRDVB82cwKpjl/H+wQu1quf9gxew6thlAMwJ2ALNeL1bKw+z1t39f/UxL0BkXpqDmHyDusHJzTyfXSc3D7TuHAagdoOYmjoOUCEi0sVZc4gaF828QNyWNdi/8cNa1bN/44eI27IGAPMC1lBQoDGLR7Nm9dcQfTTbU1a3m3Gq2dsDDz+sniEiOzsb06ZN09u3iBoPDoawUZonoGYOtnG3wSqa7SksLKzHllgPO6IQEdWe5p1qxg90gLNj3b7XnB1lkpkleCcc6zl79izOnz+vsz6ysxxOCun7mlMg8OqGUqz5tQwVhidwwBNPPIFjx44hIiJCsr5Hjx44duwYHn/8cYPbViiBNb+WYcmGUuQUSIMWZ0cZegbpDtA4d+4czp49a7hBVKOAgAB8+OHtpMZnO8vwyY+lKC41LnAsLhX45MdSfKYxq8Ty5csREBBg9raScUpLS9X/d3E0b93OGuPfSkpKDJZLSkpCTEwMwsLCsGLFCvWPudoSExOxYsUKhIWFISYmhlMgU6PFnIDtYV6AiKh2NGP2BVGd4apv1LoJXBX2eE5jZgnmBIisSzsnsGDvGczcfhIFZYZnA9VUUFaBmdtPYsHe29dWzAnUP828gFsdz9PaXBW383PMCxCZj+bgoqrBC+biG9QNgPGDmKgSB6gQEenHWXOIGhftvMCvHy7Ej2/NRmlRQTVb3VZaVIAf35qNXz9cqF7HvIDllWkOMrC3rd+4JO1RVtO5qDb1Tp4MuFZ+7+zYsQMbN240X/1kczgYwkZpnoDs7Wyr44NmezQTpI0ZO6IQEdVe1Z1qHOTAsAjzXFQP72EPB7m0frI8Q7MqDAyVvq/HLygx8+NiHEk0HKi4u7vjm2++wRdffAFXV/1JL1dXV3z55Zf4+uuv4e7ubrCuI+eVmPlJMY5flO5vQKj+442zQ9TdtGnT8Prrr6uXdxyuwPSPivHTwXIUlugfFFFYIvDTwXJM/6hYPSMEALzxxhuYOnWqxdtMhjk63h4BUWTmy/tijbyKk5OT3jJr1qxBt27d1HcGAiq/M4La2iGmpz3G9rdHTE97BLW1U5/7gco7/oSFheGzzz4zb6OJbABzAraHeQEiotqpitkVcjs80q2dWep8tHt7KOR2kvqJyHq0cwKrjl1G6H9/wydxScgt0T97ZG5JOT6JS0Lof39TzwgBMCdgKzTzAvlGDmwxVkHZ7XydKXkBhdwOvfw88WSEP+b16YQnI/zRy89Tff4HmBegpk0zHnd0cTNr3Qrn2/n66gYxkRQHqBAR6cdZc4gaH+28QNyWNVj+QAQOfrsCJfm5ercpyc/FwW9XYPkDEeoZIQDmBaxFodC4g2GFeeP+OtNsj1z3hqd14uICjBunXpw7dy5u3rxp3n2QzbCxYT5URfMEVKGyrelZNNujmSBtzNgRhYiodjTvhNPR1w7NnMxzDm3mJEOH1na4kKpS3wnHzc28CX/SpW8QgYMc6N2lMiAprxDYsK8cm//W/8N3lb59++Lrr79Gx44djdrvxIkT0adPH0yaNAlxcXF6y2TnC7y0tgQPDHTAoyMcYC+XoU8XOezl0JmZYuvWrXjllVeM2jcZ9sorr6BVq1aYP38+ioqKkJEjsHJ7GT7fWYYOre0Q4GsHZ0VlZ/hL6Spcvq5CucZ74eLiguXLlzO5YQMCA2/fWTf5usqsdV9Kr6xPJpNJ9lPljTfewJIlS9TLPp4yjB/ogGER9nq/MwpLBH47UYEt+8uRkSNQVFSEadOm4caNG3j55ZfN2nai+sScgO1hXoCIyHSaOYHurdzh4eRQwxbG8XByQLdW7jialsOcAFE90c4JpOQW45ldp7Fg7xl0a+WO7q084KqQo6BMiVM3chF/Iw9lytvxJnMCtkUzXo+/ob/jSm2d+l99xuYF/D2csSCqMx7p1k7v90ZuSTk2xl/FewcvICW3mHkBarI04/HSIvPOFFBWfPtmAIYGMZEuDlAhItJl6VlzUs8eY16AqJ5o5wVy0lPwy7vz8euHC9G6cxh8g7pB4eyKsuICpCfG4/qF01CW3/6dhXkB65LcoNTWbqql2R7NQRvmEhoKREQAJ04gJycHn3/+ORYtWmT+/VC948wQNkrzBFRYblsdHzTb06xZs3psifWwIwoRUe1o3qGmY2vzXnYE+FbWxzvhWMfFixcRHx+vsz4iUI5mTjKk3VLhuTUl1Q6EkMlkWLx4Mf7++2+jB0JUCQgIwP79+/Hiiy9CJtPfAVEI4Pu/y/Hc6hKk3VKhmZMMEYG6I8dPnTqFpKQkk/ZP+k2bNg2nT59GdHS0el25EriQqsLuoxX48WAFdh+twIVU6UCI6OhonD59mskNG+Hu7o6goCAAQHK6yuDsHqYqLBG4/L/BFUFBQTqJ6DVr1kg6PIzubY/Vc51xbz8Hg4PnmjnJcG8/B6ye64zRvW+P7X/llVewZs0avdsQNUTMCdge5gWIiEynGat3a2WeDg9Vuv+vPuYEiOqPvpxAmVKFo2k5+OJECj6Ku4QvTqTgaFqOZCAEcwK2RzMvcOpGnsEZPkyVW1KO+Bt5AIzLC8yI7ICEWcMwu3eAwQF0Hk4OmN07AAmzhmFGZAf1euYFqKnRHFx0/cJps9adnlj5O4ChQUykHweoEBHp4qw5RI2bvryAsrwMqWeP4eiPa3Hwm09w9Me1SD17TDIQgnkB6wsJCbm9kJZWfw3RJzX19v9bt7bMPqKjgf/1M1q1ahWUSmUNG1BDxMEQNkrzBJSWZ1tT06RqtCc0NLQeW2I97IhCRFQ7mnfCcTFzvyxnjQHBvBOO5embFQIABoTK8fvJCsz+tBiJ1wzfUd7X1xf79u3Dm2++CQeH2t0N1MHBAW+99Rb27t0LX19fg+XOX1Nh9qfF+ONkBQaE6J9Gz9DzIdMFBARg9+7dOH36NGbPno3g4GCdASsymQzBwcGYPXs2EhISsHv3bgQEBNRTi0mfESNGAKgczPLbCfPEH/uOV6gHwVTVXyUpKQnz589XL08dpcCcMY5wdjTubuvOjjLMGeOIqSNvfxnMnz8fly5dqnvDiWwAcwK2h3kBIiLTaeYE3BTmnaTaVXE71mNOgKj+MCfQeFTF7WVKFTbGXzVLnRtOXVEPhKkpL/B+dCj+n72/j2vyzvPF/1cISSDcj4giUhQVagUtpVNvqLOdraAWbzpHZ7fTFqVTBXSdUVp75Hjanp1xtnasPeA4LoLOtmrd7eNb3FMHkQrTne5PxdoRqIJWg1hREEUsgUAgCUl+f0RCuFGBXLnl9Xw8fPTKlev6XG+vYkje+bw/79wlT8J3iL8vfKWeyF3yJHYm9n52Yl6ARhPLIqZGxQV0qYTp6tKlajUXVwxWxEQPxgIVIqKB2DWHyP0xL+Aa4uPjex/U1zsukMFYFkNMnGibawQHA9HRAIC6ujp88cUXtrkOORSLIZyU5QtQvcp5Jz70eaF0Y5yIQkQ0MpYr4ag1DzlwBDp7C8e5Eo4dFBQUDLr/9EU9dvx/mof+/12yZAkuXLiAv//7vxcklueffx7nz59HcnLyA49Ra4Df/38alF0avKL7QX8fGrmYmBjs3r0bly9fhlKpREVFBcrKylBRUYHW1lZcvnwZu3fv7rvqADmNjIwM83bBSR06NdZN9O3UGHHkVO9KkpbjA8D69euhVqsBmDpCrHh2ZEVSK+ZLzB0i1Go11q1bN8KIiZwLcwLOh3kBIqLhs8wJqLTCvna2a3s/6zEnQOR4zAm4PsvP7TvLatBu5et2u7YbH57pXaH3YXmBjPhJeGPuyCb3vjlvmrlDBPMCNNr0FBnpdVpUFB0WZMyKok/Mq/b2L2Kih2OBChHRQOyaQzR6MC/g3EJCQjCxp9CgoQEwPHihU7syGHqLIQIDAYuFyQQ3d6558+OPP7bddchhWAzhpCxfgBra9DAYnWPVQYPRiAaV6Yum8PBwjB071sER2QcnohARjYzlCjXf3xb2zfS1RtN4XAnH9urq6nDu3LlBnzt7+cHt46RSKf7whz/gz3/+M4KDgwWNaezYsSgsLMSuXbsglUofeNyD4vvb3/6GGzduCBoT9fL390dcXBzmzp2LuLg4fkHjAmJiYswtTJuURuwv1j7ijIfbX6xFk9L0GSYpKalPYquqqgolJSUAgJBAEdYsfvC/4aFYs1iKkEDTCiMlJSWorq62ajwiZ8CcgPNhXoCIaPgsP6tfuCPMZLAe5++Px5wAkfNhTsA1WeYF6lo78VaJdZ+t3yqpRl1rJ4CH5wUiArzxQZJ1Bb0fJMUgIsAbAPMCNLpYFhmdPJQNjbr9IUc/mkbdjpOHcgYdn4aGBSpERH2xaw7R6MS8gHOaM2eOaUOjAa5ccWwwPS5fNsUDAI89ZttrPf44cL9I7+zZs7a9FjmEsL2pSVBz5sxBQUEBNHojrjTrMH2sdZOEhHC5WQeN3jQJ48knn8Tdu3cdHJF9iEQiTJgwAbdu3TJPRPHo19LJESwnooSFhQHAqPl/QkSuY8qUKaitrcX3jQZ0dBnh42X962dHlxHX7xdXTJkyBV1dXWx/aUMHDx4c9jnTpk1DXl4eYmJi0NzcbIOoTH7xi18gJiYG6enpuHr16qNPsHDw4EGkp6fbKDIi1/O73/0Op06dglqtRtE33ZgwxgMr5g+/Y8ORkzoUfWOamCuXy/G73/2uz3vUnJwc8/bK+RJ4y6z7veAtE2HFsxLkHtOax9++fbtVY/YYTRO9yfkwJ+BcmBcgIhqZnpzA+TttaO3SIcBrZB3BLLV26XDhTpt5fOYEiIiEYZkX2Ft+HVN/5IM3500b9jgfltVgb/l1AI/OC2yeNw2+Uuu+rvaVeuLNuVPx6y+qzOMzL0Du7u7duxg3bhyee+45fPXVV1A21qE4Jwsvbv3jiMcszsmCsrEOAPDcc88hJCSEny+H6R/+4R+wZ88eAKYClfhlqyCTj3x12/4FKv/wD//A/ydE5HJ68gI9XXO8/AKsHtOyaw7zAkREQ/Piiy+ioKDA9KCsDJg+3bEBAcCZM73bTz9t22t5eABhYcC1a7h58ya+++67IS3qyryA6xAZjU6yvCANcOzYMSxduhQA8HiwBK/H+Ts4IuBPFW24fE/n6DAc7pdP+jnFRJRLd7X46FthW8kREdnS+qVSLJtr/cSHo2U686RXIiKyneRnPLFmsXRIBQudGlNHiZ5CiEeRiIFP/7dcsCK5l/5FDd2Dm9WMCD8ukyMxJ+DcmBcgIhq+3YtnYsMzkdaPc7bWPOGViIhsKyN+Ej5IihlSwUK7thtvlVSbCyEeRSr2QNPmxYIVyoXsLIZWL2x3YuYFyFmJHlCc/0Lm7zE/JXPY4508lI3j2VusDYv6mb0yzaoClc/f24CzBfkCRkRE5FhL/2cO5r203upxyj7dg8Idw/99R0RE94lEwJYtwJgxjouhuRnYsQMwGoGgICAry1SwYEt//jNw8uSwTmFewHXY+KeHrLF48WJEREQAAK4063BPLfDMnmFqVutxhZMeAABl9c5RUXzmpnPEQUQ0VAUndejUWPdGsVNjxJFT/H1ERGQPRd90I31XJ46W6dDRNfjrd0eXEUfLdEjf1TnkQggAmBzqIUghBAD4eIkwaTw/3pJ7YU7AuTEvQEQ0fDvLatCuHfr7xcG0a7vx4ZnhdQUkIqKR21t+HTH/+iV2n61Fa9fgnwdau3TYfbYWMf/65ZALIQBg1jh/QQohACDAS4KZ4xxfQE7kaMezt+Dz9zZAo24f0vEadTs+f28DCyFs5GxBPk4eyh7RuScPZbMQgojczslD2UP+HfUg/bvmEBHRCBiNwIkTjo2hpMQUBwDMmWP7QgjA1BmC3JZ1fUfJpsRiMdLT07F161YYAZyoVePlWD+HxVNSqwbrnEx6JqKMkYsdFgMnohCRK2pSmlYN/9WLshGPsb9YiyYlfyMREdlLk9KI3GNa7C/WYtJ4D0SGesBbCnRqgWuNBly/bRhRR4bJAhcvRIZ6oKZB2BUge1bZa2pqYgtMsjvmBJwb8wJERMNX19qJt0qqkbvkyRGP8VZJNepaO4ULioiIHqmutRO//qIKm0svYuY4f8waFwBfqRjtWj3O32nFhTttI+rIMHNcgKBxzhoXgHO3lIKOybwAOZO7d+8iJCTkkcedLcjHldMnMD9lE55KfhVefgP/rXWpWlFR9AlOHsqBsrHOFuHSfcezt+DezVos3vQ+ZHLfRx6vUbejOCeLhRBE5JaUjXUozsmyqmtOcU4Wf3cREQmhshKYNQuYMcP+166uNl0fALy9gdmz7XNdH59hn8K8gOtgMYSTW7t2LXbs2AGlUonK21rMGqfFjBCp3eOobtKi8rbW7td1VpyIQkQ0ckXfdGPCGA+smD/8Vb+OnNQNa9VxIiISjk4P1DQYBCs4kI+8Lm5Q3vb/mERkc8wJOC/mBYiIRmZv+XVM/ZEP3pw3bdjnflhWM6wVx4mISFhavQHnbikFKzjwkwr7NbWv1HGFykTORtlYh8IdmTievQXjp8UiNGompN6+0Ha2o1FxAbdrqqDX8XO+vbBAhYio19mCfIwJn4L5KZnDPpddc4iIBHbkCDB5MiCX2++aarXpuj2WLRtRkcKIeHK6vDvj/10nFxwcjJycHKSmpgIAjnzXjslBgZBL7NAW5j61zoAj3/W2Kdu9ezf+8R//0W7Xt6Xm5mY88cQTffZdunQJwcHBgx5/7949zJkzB62trU4zESUgIABff/01xowZY/c4Hma495aGhvfVNnhfbWewewsA+4q1uHXPgDWLpfCWiR45TqfG1FHCshDiww8/REpKiqDxOhuVSoXvv/8eGo0GMpkMkydPhp+fn91+Zo1GIyZOnAidbvAVh8ePH49//dd/xbPPPivodYV06tQprF+/Hrdv3x70ealUips3b0IkEvG1wIZ4b23DXvf1u+++w8GDB/Hf//3fqK2thdHYO/VWJBJhypQp+Lu/+zusXr0ajz/++EPHunDhAhYsWAAAUGsEDROdFt/ffvnll4iNjR3ROA/63UXkCMwJ2B7zArbB3/22w3trG7yvtjPYvd1cehFXf+jAB0kx8B3CRNh2bTfeKqnuUwgxGnICgOPzAqMN76vt8N7ahqvnBVRaYRe9adf2tq1kXoBGi/7/5q9fv47/+T//J7766isAgF6nRcOlcjRcKn/gGM899xx27NiBSZMm2Tha52TL19KDBw/i3XffhVqtHnaBilwux7Zt21z2PS9/99sO761t8L7axoPeVwnRNYd5Af7M2gLvq23wvtrOSO6t0WjEq6++itLSUkClAg4fBl57zT6FAt3dwCefAO33v3ecPh2Ij7f9dS2vf99bb72Ft956a9DDmBdwTSyGcAGrVq3C4cOHUVpaCpXWiMNV7XjtST94ejx68qi1ug1GfHKhHe1aU2JzyZIl+Kd/+idz+xd3FBwc/MCWNmPHjsWuXbucaiLKH/7wh0cml53Fw+4tjRzvq23wvtpe0Tfd+JtCjxXPSrDgKU/4eA383dLRZcRfKrpx5JQOTcreL9m2bduGN954w57h2k11dTX27t2L0tJSKBSKAc9HRUUNWnxgi59ZnU73wN/5y5Ytw5/+9Cen/4D6s5/9DPPnz8cvf/lLFBYWDnpMUFAQJJLBO5XwtcB2eG9twxb3dezYsfjJT34CAGhra0NtbS26urrg5eWFqVOnws9v6Kui//jHPzZvf39bmA4TPa41msYTiUT48Y9/PKy4iJzZqlWr8Nlnn6GoqIg5ATthXsA2+LvfdnhvbYP31bb2ll9H8dU7eHPuVKya9RgCvAZ+Jmvt0uHg+Rv48MxV1LV2mve7c04AcK68APG+2hLvrW24Ul7gwp1WQeM8f3885gVoNOn/b37s2LH461//iurqauTl5ZnfT/QvYoqKikJiYiIyMjIwY8YMR4Tu1IR6LX3zzTfxs5/9DOvWrUNJSQmAoRWoJCUlITc3F5GRkVbH4Ez4u992eG9tg/fVtqzpmsO8APMC9sT7ahu8r7YzlHv70UcfITY2Fi0tLYBCYSpQePVV2xZE9BRC1NSYHnt7AytWAPb8zrGjw7wZEhLCn0E3w2IIFyASibBz507MmjULAKC4p8MnF1R4daZtJz+YJj2oUPODaTXooKAg5OXluf2kh0dxtokoo6HSmYjcy86dO80r4TQpjcg9psX+Yi0mjfdAZKgHvKWm1b2vNRpw/bYBut4FvSCXy5GTk4O1a9c67i9gI7W1tVi/fr05If4gCoVi0KSHLUgkErz++uvIzc0175PJZPjwww+xfv16l3lPEBwcjKNHj2LPnj3YvHkzNJre5ejXrFnzwEIIIhrI398fcXFxVp0fFRUFhUKB7xsN6OgyDloMN1wdXUZcv19cERUVxQkP5FZEIhHy8vIQExMDpVLJnIATYF6AiMg6crkcarUada2d+PUXVdhcehEzx/lj1rgA+ErFaNfqcf5OKy7caYNWb+hznrvmBADnzAsQEfUnZF7g/J02tHbpBi2IG67WLh0u3GkDwLwAEQDExMRg9+7dAKwvYiLrREZG4sSJEyxQISK6z3KuwEi65jAvwLwAEVkvLCwMhYWFSExMRGdnJ3DxIvDRR8ArrwByufAXVKv7FkJIJKZuFAEDC+FsqqHBvBkTE2Pfa5PNsRjCRYSGhvZ5fPGuDh99q8Irsb42WX1QrTPgkwvt5kkPcrkchYWFmDBhguDXcjU9E1F6quM4EYWIaHhWrVo1YCUcnR6oaTCgpuHBq4S760o4AJCfn4/MzEyo1WrzPokYmBzqgcnjPSCXAWqNaRX17xv7FojY2h/+8AdERETgr3/9K8LDw5GZmemS7eBEIhE2bNiAv//7v0d2djZu3ryJn/70p3jzzTcdHRrRqJOYmAiFQgGdHviyshvL5lo/6eEvFd3m18bExESrxyNyNmFhYTh06BCWLl0KgDkBR2NegIjIOl999RXefvttc05Aqzfg3C0lzt1SPvAcd84JAIPnBaRiD8wa54+Z4wLgJ/WEStuNC3dacb5fkQgRkavpyQto9QYcunATG56x/rX94Pkb5tdG5gWI+rK2iImEwQIVIiKTweYKjOauOT0GywuIJVKERs3E+GmxkMn9oFGrcLumCo2KC32KRIiIRiIhIQFHjx7F8uXLTQURCgWwc6epW4OQxbnV1cCRI0D7/Y7nEgmQmgpMnizcNYbKohgiPj7e/tcnm2IxhAtT3NNhZ5kSK6b7YkaIVLBxq5u0OPJd7yqDcrkcR48eRUJCgmDXcHX9q+M4EYWIaHi4Ek6vbdu24d133zU/DgkUYeV8CZ6P8xx0tfSOLiO+rOxGwUkdmpS99+v//t//i+3btwsen6enJ7Zs2YItW7YIPrYjPPHEE9i3b5+jwyAa1TIyMrBnzx4AQMFJHRKf8oS3bOQTeTs1Rhw5peszPpE7mj17dp/HzAk4FvMCREQjN2nSJOYELPTPC0QEeGPzvGlImRk+6GrprV06HLpwEzvLalDX2mneb6u8ABGR0CzzAjvLapD65GPwlY78K+t2bTc+PHO1z/hERM6MBSpENNpxrkBf/fMCgaERmJ+SiaeSX4GX38BV07tUragoOoyTh7KhbKwz72degIiGKzExEaWlpVi6dClaWloAlQr4+GMgLg5YuBAYM2bkgzc3AyUlQGVl7z5vb1NHCEcUQhgM5mKI8PBwjB071v4xkE2xGMLFqbRGfHxehbjxUiycIscYuXjEYzWr9SipVaPydm/1aFBQEAoLCznpYRD9q+M4EYWIaPhG+0o4+fn5fRIbyc94Ys1i6UMnBft4ibBsrgSJT3lif7EWRd90AwDef/99TJ48GWlpaTaPm4jIGjExMUhKSkJJSQmalEbsL9biVy/KRjze/mKtuTgsKSnJrRPiRP0xJ+BYzAsQEVlntOcEgIF5gYz4SfggKeahk4IDvCTY8EwkUp98DG+VVGNv+XUAzAsQkeuwzAvUtXbirZJq5C55csTjvVVSbS4OY16AiIiIyHUwLzAwLzB7ZRoWb3ofMrnvA8/x8gvAvJfWI37ZKhTnZOFsQT4A5gWIaGQSEhJQVVWF9PR0FBUVmXZWVgLffgtERwNz5wKPPw54DGEhMIMBuHwZOHMGuHIFsChyw/Tppq4TAQOLvOzi8mVAowEwcAE6cg8shnBhPZVZAFB5W4tvb2sRPUaCueFeeDxYAg/Ro1dXNRiNuNysw5mbXbhyTweLlx8kJycjPz+fqww+RP/qOE5EISIaudG2Ek5tbS0yMzPNj9e+IMWKZweu+Pgg3jIRfvWiDBPGeGBfsel3RWZmJhYsWOC27UGJyH3k5uYiNjYWarUaRd90Y8IYD6yYP/TXwB5HTurMRWFyuRy5ublCh0rkEpgTcBzmBYiIhDHacgLAwLzAh0kxeGPu1CGf7yv1RO6SJzH1Rz7YXHoRAPMCROQ6LPMCe8uvY+qPfPDmvGnDHufDshpzURjzAkRERESui3kB4IU3dmD+q5uGfL5M7osXt/4RY8Kn4Hj2FgDMCxDRyPR0Qz948CA2btyI1tZWUyHD5cumPzIZEBbW+8fHB/D0BLq7gY4OU8eFnj/3Cw7MPDyAn/8ciI8HhvDdpc2cOWPeTE1NdVwcZDMshnBhn3zyCYqLi80vQEYAl+/pcPmeDjKxCGF+YoT5eyLM3xM+EhE8PUToNhjRoTOioa3b9Eelh0Zv7DNuYGAgdu3ahZSUFIgc+QLkIgarjuNEFCIiepT169dDrVYDMHWEGE4hhKUV8yW4dc+Aom+6oVarsW7dOpw4cULIUImIBBcZGYns7Gykp6cDAPYVa3HrnuGR3XF6dGqMfbrjAEBOTg6TuzTq/OEPf8A777zDnICDMS9AREQjYZkXyIifNKxCCEtvzpuGqz90YG/5deYFiMhl9M8LbC69iKs/dDyyO06Pdm13n+44APMCRERERORaLPMCs1emDasQwtL8lEzcu1mLswX5zAsQ0YiJRCKsXr0aycnJ2L9/P/bu3Yu6ujrTkxoNcO2a6c8QicVi6PV6U7eIyZMdWwjR3GzqVAEgIiICixYtclwsZDMshnBhD3sB0uiNuKbsxjVl9yNG6RUREYGMjAysWbMGwcHBtgrbLQ1WHceJKERE9CBVVVUoKSkBAIQEirBmsdSq8dYsluJvCj2alEaUlJSguroaMTExQoRKRGQzaWlpuHPnjrn9b9E33fibQo8Vz0qw4ClP+HgNfO/b0WXEXyq6ceSUDk3K3vfN27Ztw9q1a+0WO5GzeOmll/CLX/yCOQEnwLwAERENh2VeICLAGx8kWfcZ/oOkGBRfvYO61k7mBYjIZfTPC+wtv47iq3fw5typWDXrMQR4DVw8prVLh4Pnb+DDM1dR19pp3s+8ABERERG5Esu8QGBoBBZvet+q8RZveh9XTp+AsrGOeQGiUe7u3bs4d+4cLl68iPb2dmi1WkilUvj6+mLGjBmIj49HSEjIA88PDg5GVlYW3nrrLRQXF+PAgQM4e/Ysbt68+chrh4eHY/bs2UhNTcW3336Lt99+2/TEiRPAyy8L9VccvpISU6cLABkZGRCLR97VnZwXiyHcgFAvQIsWLeI/dCuwOIWIiIYqLy/PvL1yvmRIq6A/jLdMhBXPSpB7TGsef/fu3VaNSURkD++88w7GjRuHzMxMqNVqNCmNyD2mxf5iLSaN90BkqAe8pUCnFrjWaMD12wbo9L3ny+Vy5OTkcMIDjWrMCTgP5gWIiGioLPMCm+dNG9Iq6A/jK/XEm3On4tdfVJnHZ16AiFxB/7xAXWsnfv1FFTaXXsTMcf6YNS4AvlIx2rV6nL/Tigt32qDVG8znMy9ARERERK7IMi8wPyUTMrmvVePJ5L6Yn7IJhTsyzeMzL0A0Os2YMeORx0ycOBFz5szB6tWrsXjx4kG/HxSLxViyZAmWLFkCAGhqakJFRQWqq6vR0dEBjUYDmUwGHx8fxMTEID4+HmPHjjWfP3v2bOzcuRNKpRKorARmzQKGEJvgqqtN14dp8bE1a9bYPwayCxZDuBFrX4BIGJyIQkREj1JaWgoAkIiB5+OEeTu24ClP7C/WQqfvHZ+IyBWkpaVhwYIFWLdunXkVHJ0eqGkwoKbB8MDzkpKSkJubi8jISHuFSuTUmBNwHswLEBHRo/R8bpeKPZAyM1yQMVfNegybSy9CqzcwL0BELmWwvIBWb8C5W0qcu6V84HnMCxARERGRq+r53C6WSPFU8iuCjPlU8qs4nr0Fep2WeQGiUaC5uRm7du0a0bn19fUoKChAQUEBIiIikJ6ejrVr1z50Ya6QkBAsWrQIixYtGtI1goODkZOTg9TUVNOOI0eAyZMBuXxEMY+IWm267n27du3i4mNujMUQbmy4L0AkLE5EISKiwbS1tUGhUAAAJod6wMfLuq4QPXy8RJg03gM1DQYoFAqoVCr4+fkJMjYRka1FRkbixIkTqK6uRl5eHkpLS6FQKGC8364SMK24HhUVhcTERGRkZAxpVQui0Yw5AcdjXoCIiAZjmReYNc4fAV4SQcYN8JJg5jh/nLulZF6AiFwO8wJERERENFpY5gVCo2bCyy9AkHG9/AIwflosGi6VMy9A5MaMRiMOHjyIjRs3orW1te+TMhkQFgZMnAhMmAD4+ACenkB3N9DRAdy6BdTXAw0NgEYDAKirq8PWrVuxY8cO5OTkYNWqVRCJhJnHtGrVKnz22WcoKioCVCrg8GHgtddMMdladzfwySdAezsAYMmSJUhJSbH9dclhWAxBZCfOPBGlqakJ5eXluHjxItrb26HVaiGVSuHr64sZM2YgPj4eISEhjg6TiMgtXL161bw9ebyHoGNHhpqKIYxGI65evYq4uDhBxycisrWYmBhz2962tjbU1taiq6sLXl5emDp1KpO2ROTSmBcgIiKgb15g5jhhJjz0mDUuAOduKZkXICKXxbwAEREREbk7y7zA+Gmxgo4dGjUTDZfKmRcgclMNDQ1IT083FRf0EImA6Ghg3jzTfz0eMg8pPt70X4MBuHIFKCsz/ddohFKpRGpqKj777DPk5+djwoQJVscrEomQl5eH2NhYtLS0AAqFqUDh1VdtWxDRUwhRUwMACAoKQl5enmBFHuScWAxBNArp9XocP34cBw8exNdff436+vpHnjNx4kTMmTMHq1evxuLFiyEWi+0QKRGR+9Hcr64GALlM2LG9pb3bXV1dwg5ORGRn/v7+TNISEdkI8wJERI5jmRfwkwr7FY2vtPe1mXkBInJ1zAsQERERkTuyzAvI5MIW+0q9fc3bzAsQuZfTp09j6dKlpqKCHnFxwMKFwJgxwxvMwwOYPt3059494MQJoLISAFBUVISYmBgUFhYiISHB6rjDwsJQWFiIxMREdHZ2AhcvAh99BLzyCiCXWz3+AGp1n0IIuVyOwsJCQYo7yLkJuxwxETm15uZmbN++HVOmTMGyZctQUFAwpAkPAFBfX4+CggIsXboUU6ZMwfbt29Hc3GzjiImI3I9M1lsBodY85MAR6NT2bnt5eQk7OBERERG5POYFiIgczzIvoNJ2Czp2u1Zv3mZegIiIiIiIiMj5WOYFNGqVoGNrO9vN28wLELmP0tJSJCYm9hZC+PkBqanAyy8PvxCivzFjTOOkpprGBdDS0oLExESUlpZaN/Z9CQkJOHr0KLy9vU07FApg505TYYSQqquBDz7oUwhx9OhRQYo6yPmxMwTRKGA0GnHw4EFs3LgRra2tfZ6TiUUI8xdjop8nJvh7wkcigqeHCN0GIzp0Rtxq60a9qhsNbXpo9EYAQF1dHbZu3YodO3YgJycHq1atYhshIqIhmjp1qnn7+9sGQce+1mgaTyQS9bkOEREREY1uzAsQETkPy8/rF+60PuTI4Tt/fzzmBYiIiIiIiIick+Xn9ds1VYKO3ai4AIB5ASJ3curUKSxfvtzUVQEAoqJs01Vhxgxg8mTg8GFAoUBnZyeWL1+O0tJSQYoJeoorzN0tVCrg449H3t3CUnMzUFJi7m4BAEFBQYJ1tyDXwGIIIjfX0NCA9PR0FBUVmfeJAEQHSzBvoheigyXweMiEhfhQU0WywWjElWYdyuq7cKVZByMApVKJ1NRUfPbZZ8jPz2c7ISKiIfD390dUVBQUCgW+bzSgo8sIHy/rJ451dBlx/X5xRVRUFPz8hG2pSUSup62tDVevXoVGo4FMJsPUqVPh7+/v6LCIiMjOmBcgInIulnmB83fa0NqlQ4CXxOpxW7t0uHCnDQDzAkTEnAARERERkbOyzAs0Ki6gS9UKL78Aq8ftUrWaiyuYFyByDw0NDVi2bFlvIURMjKkQwtNG077lcuC114BPPgEuXkRnZyeWLl2K6upqQb7/SUhIQFVVVd/vrCorgW+/BaKjgblzgccfBzw8Hj2YwQBcvgycOQNcuQIYjeankpOT+Z3VKMRiCCI3dvr06d5quvvixkuxcIocY+TiYY3lIRJh+lgppo+V4p5ajxO1alTe1gIAioqKEBMTw2o6IqIhSkxMhEKhgE4PfFnZjWVzrZ/08JeKbuj0veMT0ej03Xff4Te/+Q1KS0uhUCgGPB8VFYXExERkZGQgJibGARESEZE9MS9AROScevICWr0Bhy7cxIZnIq0e8+D5G9DqDebxiWh0ysrKwqlTp5gTICIiIiJyYj15Ab1Oi4qiw5j30nqrx6wo+gR6ndY8PhG5NqPRiPT09N7vd3o6QtiqEKKHpyfw6qvARx8BCgVaWlqQlpaGwsJCQTqEh4WFobCwsG83c6PRVNhw+TIgkwFhYb1/fHxMMXV3Ax0dQEND7x+Nps/YgYGB2LVrF1JSUtjNfBQaQgkNEbmi0tJSJCYmmn8h+klFSJ3lh5dj/YY94aG/MXIxXo71Q+osP/hJTb84WlpazO2MiIjo4TIyMszbBSd16NQYH3L0o3VqjDhySjfo+EQ0uvzd3/0d9uzZM+ikBwBQKBTYs2cPYmNjsXDhQly7ds3OERIRkb0wL0BE5LwsP7fvLKtBu7bbqvHatd348MzVQccnotHl3/7t35gTICIiIiJycpaf208eyoZG3W7VeBp1O04eyhl0fCJyTQcPHuztnuDnZ59CiB6enqbr+foCMC2IdejQIcGGF4lEWL16Na5evYrt27cjIiKi90mNBrh2DTh5Evj0U+BPfwLy8kz//fRT0/5r1wYUQgCAt7c3CgsLUVRUBL1eL1i85BpYDEHkhk6dOoXly5ebWyRFjZFg87xAzAiRCnqdGSFSbJ4XiKgxphXNOzs7sXz5cpw+fVrQ6xARuZuYmBgkJSUBAJqURuwv1lo13v5iLZqUpoKKpKQkzJgxw+oYici1ScRA1EQPLHzaEz9L8MTCpz0RNdEDEou5ryUlJYiNjcW+ffscFygREdmEo/MCZ8+eFfQ6RETuxjIvUNfaibdKqq0a762SatS1ml7zmRcgIqnYAz+eEIjX4yKwafYUvB4XgR9PCIRU3Pu1MHMCRERERESOY5kXUDbWoTgny6rxinOyoGysA8C8AJE7aG5uxsaNG3t3rFgByOX2DUIuN133vo0bN6K5uVnQSwQHByMrKwu1tbUoLCzEypUrERYWNuLxGhsbUVBQgKVLl2LKlCnYvn274DGT87JTqRAR2UtDQwOWLVtmnvAQEyLFK7G+8PSwTesfucQDrz3ph08uqHDxrg6dnZ1YunQp/vu//9sm1yMiche5ubmIjY2FWq1G0TfdmDDGAyvmS4Y9zpGTOhR9Y1pBUi6XIzc3V+hQiciFhASKsHK+BM/HecLHa+D7v44uI76s7EbBSR2alEao1WqkpaXhzp07ePvttx0QMRERCc0Z8gIpKSk2uRYRkTuxzAvsLb+OqT/ywZvzpg17nA/LarC3/DoA5gWIRpsPP/ywz+OIAG9snjcNKTPDEeA1MM/Y2qXDoQs3sbOsBnWtncwJEBHRAG1tbbh69So0Gg1kMhmmTp0Kf39/R4dFROSWLPMCZwvyMSZ8CuanZA57nJOHsnG2IB8A8wJE7mLfvn1obW01PYiLAxxV4BQTY7p+ZSWUSiX279+PrCzrircGIxaLkZycjHv37g3efVwsBvz9gcBA4LHHgLAwU7eM7m6gowO4dQuorwcaGswdI+rq6rB161bs2LEDOTk5WLVqFUQi23xPRs6BnSGI3IjRaER6ejpaWloAmFZ+tOWEhx6eHiK8OtPPvBJkS0sL3nzzTZtek4jI1UVGRiI7O9v8eF+xFrs/16BTYxzS+Z0aI3Z/rsE+i64SOTk5iIyMFDxWInJOBw8e7PM4+RlP5G30xrK5kkELIQDAx0uEZXMlyNvojeRnemvj33nnHeTn59s0XiIisj1nyQsolUqbXo+IyB30zwtsLr2Idce+Rbu2e0jnt2u7se7Yt9hcetG8j3kBotEjPz8fv//9782PM+InoXr989jwTOSghRAAEOAlwYZnIlG9/nlkxE8y72dOgIhodKuursaGDRsQHR2NgIAAxMfHY968eYiPj0dAQACio6OxYcMGVFdb182MiIj66p8XOJ69BZ+/twEadfuQzteo2/H5extwPHuLeR/zAkSuT6/XY+/evaYHIhGwcKFjA0pKMsUBYO/evdDr9YJfoqGhAUuXLkVqampvEYhIBDz+OPDLXwLvvQds3QqsXw8sWWIq0Jg61fR8fDywdCmwbh3w29+ajn/8cXPMSqUSqampWLp0KW7duiV47OQ8WAxB5EYOHjyIoqIiAICfVGSXCQ89PD1M1/OVmq43aJUeERH1kZaWht/+9rfmx0XfdCN9VyeOlunQ0TV4UURHlxFHy3RI39Vp7ggBAFlZWVi7dq3NYyYi51BbW4t3333X/HjtC1L86kUZvGVDe+/nLRPhVy/KsHax1LwvMzMT165dEzxWIiKyH2fKCxAR0aP1zwvsLb+OmH/9ErvP1qK1SzfoOa1dOuw+W4uYf/3S3BECYF6AaDSpra1FZmbvirEfJsUgd8mT8JV6PuSsXr5ST+QueRI7E3tXlmROgIho9KmtrcXChQsRGxuLPXv2QKFQDHqcQqHAnj17EBsbi4ULF/L3BRGRgPrnBc4W5CPn53Eo+3QPulStg57TpWpF2ad7kPPzOHNHCIB5ASJ3UVxcjBs3bpgeREcDY8Y4NqDgYFMcMHVb+OKLLwQd/vTp04iNjTV/twXAVOywZQvw+uvA9OmAxxCnuXt4mI5//XXT+XFx5qeKiooQExOD06dPCxo/OY+hZcWIyOk1Nzdj48aN5scrpvtCLrFvvZNc4oEV031x4LzKrtclInJl77zzDsaNG4fMzEyo1Wo0KY3IPabF/mItJo33QGSoB7ylQKcWuNZowPXbBugGKbR+44037B88ETnM+vXroVarAZg6Qqx4dvBVHx9lxXwJbt0zoOibbqjVaqxbtw4nTpwQMlQiIrIT5gWIiFxT/7xAXWsnfv1FFTaXXsTMcf6YNS4AvlIx2rV6nL/TivO3W6EzDFxAgXkBotHDMieQET8Jb8ydOqJx3pw3DVd/6MDe8uvMCRARjTL5+fnm9589xBIpQqNmYvy0WMjkftCoVbhdU4VGxQXodaYu5SUlJYiNjUVOTg4n3BIRCaR/XkDZWIfCHZk4nr0F46fFIjRqJqTevtB2tqNRcQGNigswdA9cQIF5ASL3cODAgd4H8+Y5LhBLc+cCly8DAD7++GMkJycLMmxpaSmWL1+Ozs5O0w4/P2DFCmDGjIefOBRjxgAvvwzMmgUcOQKoVGhpaUFiYiKOHj2KxMRE669BToXFEERuYt++feY2QXHjpZgRIn3EGbYREyJF3HgpKm9rHXJ9IiJXlJaWhgULFmDdunUoKSkBAOj0QE2DATUNhiGNMXfuXCxatAgZGRmIiYmxZbhE5GBVVVXm14qQQBHWLLbufd+axVL8TaFHk9KIkpISVFdX83WEiMgFMS9AROS6BssLaPUGnLulxLlbyiGNkZWVhczMTL6XJ3JzljmBiABvfJBk3b/5D5JiUHz1DupaO5kTICIaJbZt29an63BgaATmp2TiqeRX4OUXMOD4LlUrKooO4+ShbCgb66BWq5GWloY7d+7g7bfftmfoRERua7C8gF6nRcOlcjRcKh/SGMwLELmHr7/+2rQhk5k7Mjjc44+b4tFocPbsWUGGPHXqVN9CiKgo4JVXALlckPHNZswAJk8GDh8GFAp0dnZi+fLlKC0tRUJCgrDXIoey7/JwRGQTer0ee/fuBQCIACycIvAvhWFKmiKHyKEREBG5nsjISJw4cQJVVVXYsGEDoqOjIRIN/dW0traWbYqJRom8vDzz9sr5EnjLrHvn5S0T9eksYTm+s2lra0NFRQXOnDmDiooKtLW1OTokIiKnwLwAEZHrGywvMBz/9m//xpwA0Shg+Zl987xp8JVat+6dr9QTb1p0lnDmnADAvAARkbXy8/P7FELMXpmGTZ9VYt5L6wcthAAAL78AzHtpPTZ9VonZK9PM+9955x3k5+fbPGYiotGCeQEiampqQn19velBWBjg4STTuz08TPEAuHnzJu7evWvVcA0NDVi2bFlvIURMDPDaa8IXQvSQy03j3+840dnZiaVLl+LWrVu2uR45hJP8ayEiaxQXF+PGjRsAgOhgCcbIxQ6NJ1guRvQYyaMPJCKiAWJiYrB7925cvnwZ2dnZ8PLy6vO8RAxETfTAwqc98bMETyx82hNREz0gsXjp72lTvG/fPjtHT0T2UFpaCsD0evB8nDDN/hY85Wl+HekZ31lUV1ebk74BAQGIj4/HvHnzEB8fj4CAAERHR2PDhg2orq52dKhERA7DvAARkfvoyQu88cYbkPf7AlAq9sCPJwTi9bgIbJo9Ba/HReDHEwIhFfd+1cOcAJF76/nMLhV7IGVmuCBjrpr1mPl1xNlyAgDzAkREQqmtrUVmZqb58Qtv7MCLW/8Imdx3SOfL5L54cesf8ULm7837MjMzOeGWiEhgD8sLiCVSTJzxNJ5+8TUkvPxrPP3ia5g442mIJb1dgpkXIHJd5eUWnWAmTnRcIIO5XwwB9ItzmIxGI9LT09HS0mLa0dMRwlOYeQ8P5OkJvPqq6XoAWlpakJaWBqPRaNvrkt3Y+CeIiOzhwIED5u15E70ecqT9zA33wuV7OkeHQUTksvq3KQ4JFGHlfAmej/OEj9fAdXY7uoz4srIbBSd1aFIa2aaYyE21tbVBoVAAACaHegz6ejASPl4iTBrvgZoGAxQKBVQqFfz8/AQZe6Rqa2uxfv16czvgB1EoFFAoFNizZw+SkpKQm5uLyMhIO0VJROQcmBcgInIv/XMCEQHe2DxvGlJmhiPAa2CxWWuXDocu3MTOshrUtXYyJ0DkpixzArPG+Q/6ejASAV4SzBznj3O3lE6TEwCYFyAiEtr69euhVqsBmDpCzH9104jGmZ+SiXs3a3G2IB9qtRrr1q3DiRMnBIyUiIj65wUCQyMwPyUTTyW/Mmgnny5VKyqKDuPkoWwoG+uYFyByURcvXux9MGGC4wIZjEUxRHV1NRYtWjSiYQ4ePIiioiLTAz8/+xRC9PD0NF3vgw+A9nYUFRXh0KFDWLVqlX2uTzbFzhBEbuDrr78GAMjEIkQHO8fKi48HSyATCzM5j4hotOnfpjj5GU/kbfTGsrmSB0589vESYdlcCfI2eiP5md4PCmxTTORerl69at6ePF7Yj3ORoabxjEZjn+s4Qn5+PmbOnNlnwgM74xARPRjzAkRE7qN/TiAjfhKq1z+PDc9EPnDic4CXBBueiUT1+ueRET/JvJ85ASL3YvlZfea4gROgrDHr/njOkBMABs8LsDsOEdHIVVVVmV9TA0MjsHjT+1aNt3jT+wgMjQBgeu1ldx4iIuH0zwvMXpmGTZ9VYt5L6wcthAAAL78AzHtpPTZ9VonZK9PM+5kXIHIt7e3tvQ98fBwXyGAs4uno6BjREM3Nzdi4cWPvjhUrgH4dcGxOLjdd976NGzeiubnZvjGQTbAzBJGLa2pqQn19PQAgzF8MD5FzTDTwEIkQ5ifGNWW3o0MhInIp/dsUr31BihXPDn1Cm7dMhF+9KMOEMR7YV6wFYGpTvGDBAq6IRuQGNBqNeVsuE3Zs794Ouujq6hJ28GFgZxwiouFxlbxAc3Mzxo4d6+CoiIicW/+cwIdJMXhj7tQhn+8r9UTukicx9Uc+2FxqWkmOOQEi92GZE/CTCvsVr6+0d6UBR+YEAHbHISKyhby8PPP2/JRMyOS+Vo0nk/tifsomFO7INI+/e/duq8YkIqKBeYEX3tgxrE4+MrkvXtz6R4wJn4Lj2VsAMC9A5Eq0Wm3vA3t1Sxgqi3gs8xPDsW/fPrS2tpoexMUBM2YIEdnwxcSYrl9ZCaVSif379yMrK8sxsZBg2BmCyMWVl5ebtyf6OdcvwTB/54qHiMgVWLYpTn7Gc1iFEJZWzJeYO0T0tCkmItcnk/VWQKhHlmN4oE6L3IqXl5ewgw8RO+MQEQ2fq+QFLly44MBIiIhcg2VOICN+0rAKISy9OW+auUMEcwJE7sMyJ6DSCrsQVbtWb952VE4AYHccIiJbKS0tBQCIJVI8lfyKIGM+lfwqxBJpn/GJiMg6lnmB2SvThlUIYWl+Sqa5QwTzAkSuQyq1WL2w28kWoLaIxzI/MVR6vR579+41PRCJgIULhYpsZJKSTHEA2Lt3L/R6/SNOIGfHYggiF3fx4kXz9gQnKz5gMQQR0fBYtikOCRRhzWLpI854uDWLpQgJNL15Z5tiIvcwdWrvZKjvbxsEHftao2k8kUjU5zr2MlhnnF+9KIO3bGgrnPd0xllr8dqZmZmJa9euCR4rEZEzcZW8wHfffefASIgG19TUhOLiYuzZs2fAc19++SWampocEBWNVpY5gYgAb3yQFGPVeB8kxSAiwBsAcwJE7sLys/qFO62Cjn3+/niOygkAg3fHyV3yJHyH2AWjpzvOzsTelSWZFyAiAtra2qBQKAAAoVEz4eUXIMi4Xn4BGD8tFgCgUCigUqkEGZeIaLSyzAsEhkZg8ab3rRpv8ab3ERgaAYB5ASJX4etr0b2ro8NxgQzGIh4fH59hn15cXIwbN26YHkRHA2PGCBXZyAQHm+IAUFdXhy+++MKx8ZDVWAxB5OLa29vN2z6SoU0Usxdni4eIyNlZtileOV8y5AnAD+ItE/XpLGE5PhG5Jn9/f0RFRQEAvm80oKPLKMi4HV1GXL9fXBEVFQU/Pz9Bxh0OdsYhIhoZV8kL9LzGEzmSXq9HYWEhfv7znyM8PBzjxo3DCy+8gN/85jcDjv3FL36BcePGITw8HD//+c9x7Ngxrg5FNmX5mX3zvGlDnvz7IL5ST7xp0VmCOQEi12eZEzh/pw2tXTpBxm3t0uHCnTYAjssJAOyOQ0RkK1evXjVv9xQvCCU0aiYAwGg09rkOERENn+Xn9vkpmZDJfR9y9KPJ5L6Yn7Jp0PGJyDnNmNFb3I9btxwXyGAaGsybMTHDX8TlwIEDvQ/mzRMiIuvNnWve/Pjjjx0XBwmCxRBELk6r1Zq3PT2ca9KDs8VDROTsetoIS8TA83HCrOq74ClPSMR9xyci15aYmAgA0OmBLyuFaY/5l4pu6PR9x7cndsYhIho5V8kLWMZJZG/Nzc3Yvn07pkyZgmXLlqGgoAD19fVDOre+vh4FBQVYunQppkyZgu3bt6O5udnGEdNo1POZXSr2QMrMcEHGXDXrMUjFHn3GJyLX1vOZXas34NCFm4KMefD8DWj1hj7j2xu74xAR2Y5GozFvy+TCFrxJvXsn6nZ1dQk6NhHRaNPzuV0skeKp5FcEGfOp5Fchlkj7jE9Ezis+Pr73wRDz13ZjUQzRJ84h+vrrr00bMpm5I4PDPf64KR4AZ8+edXAwZC0WQxC5OKm0d6JYt0GYlYGF4mzxEBE5M8s2xZNDPeDjJcxENh8vESaNN73lY5tiIveQkZFh3i44qUOnxrr3XJ0aI46c6l1N0nJ8e2FnHCKikXOVvIBlnET2YjQaceDAAUydOhVbt25FXV2d+TmZWITIIE/85DEvvBTji9fj/JAe74/X4/zwUowvfvKYFyKDPCET974vqaurw9atWzFt2jQcOHAARqNz/Zsj12WZE5g1zh8BXiPrktZfgJcEM8f5A2BOgMhdWH5m31lWg3atdYsktGu78eGZ3pW8HZETANgdh4jIlmT3J3gBgEYt7PtBbWdvt0ovLy9BxyYiGk0s8wKhUTPh5RcgyLhefgHmrkDMCxA5v5CQEEycONH0oKEBMBgcG1APg8FcDBEeHo6xY8cO6/SmpqbexYnCwgAPJ5m27uFhigfAzZs3cffuXQcHRNZwkp8qIhopX9/e1RY6dM71BayzxUNE5Mws2wdPHi/sW7TIUNN4bFNM5B5iYmKQlJQEAGhSGrG/2LqVtvcXa9GkNL1vS0pK6tt+007YGYeIaORcJS8gl8sdGAmNRg0NDVi6dClSU1PR2toKABABeDxYgl8+6Yff/jQI654OwNJoH8SHyvB4sBRTfyTB48FSxIfKsDTaB+ueDsBvfxqEXz7ph8eDJegpi1AqlUhNTcXSpUtxy9nalZNLsvysPnOcMBMeesy6Px5zAkTuwTInUNfaibdKrOt48FZJNepaOwE4LicAsDsOEZEtTZ3aWxx2u6ZK0LEbFRcAACKRqM91iIhoeCw/r/cULwglNGomAOYFiFzFnDlzTBsaDXDlimOD6XH5sikeALNnzx726eXl5b0Peoo9nMX9YgigX5zkclgMQeTiLBPTt9qsWwFIaA1OFg8RkTOzbFMslz3kwBHwtliEl22KidxDbm6ueVJp0TfdOHJS94gzBnfkpA5F35jes8nlcuTm5goW41CxMw4RkXVcJS8wffp0B0ZCo83p06cRGxuLoqIi87648VJsSQjE63H+mD5WCg/R0N5zeIhEmD5Witfj/LElIRBx43s/YBUVFSEmJganT58W/O9Ao4tlTsDPytXQ+/OVis3bzAkQuQfLnMDe8uv4sKxmRON8WFaDveXXATguJwCwOw4Rka35+/sjKioKgKl4oUvVKsi4XapWc3FFVFQU/Pz8BBmXiGg0sswLyOTCvp5KvXsX02FegMj5rV69uvdBWZnjArF05ox5MzU1ddinX7x4sffBhAkCBCQgi2KI6mrrFpwgx2IxBJGLi4+PN2/Xq5x30gMRET2cZZtiteYhB45Ap8Wi8WxTTOQeIiMj8dvf/tb8eF+xFrs/16BTM7QVwTs1Ruz+XIN9Fl0lcnJyEBkZKXisj8LOOERE1nGVvMDMmTMdGAk5QlNTE4qLi7Fz50788z//M7Zu3Yp//ud/xs6dO1FcXIympiabXLe0tBSJiYloaWkBAPhJRUid5YeXY/0wRi5+xNkPN0Yuxsuxfkid5Qc/qamYoqWlBYmJiVxxmqximRNQaYV9LW/X6s3bzAkQuYfIyEhkZ2ebH28uvYh1x75F+xBfP9q13Vh37FtsLu2djOConADA7jhERPaQmJgIANDrtKgoOizImBVFn0Cv0/YZn4iIRsYyL6BRC1vEq+1sN28zL0Dk/BYvXoyIiAjTgytXgHv3HBtQc7O5Q0VERAQWLVo07CHa23tfh+DjI1RkwrCIp6Ojw4GBkLWEXWKIiOwuJCQEEydORH19PRra9DAYjUNe2c6WDEYjGlT6Rx9IREQA+rYp/v62QdCxrzWaxmObYiL3smrVKmzevNn8uOibbvxNoceKZyVY8JTnoB0WOrqM+EtFN46c0qFJ2Vs4sW3bNqxdu9YucffHzjhERNZxlbxAcHCwA6Mhe9Dr9Th+/DgOHjyIr7/+GvX19Y88Z+LEiZgzZw5Wr16NxYsXQyy2rljh1KlTWL58OTo7OwEAUWMkeCXWF3KJsAWXM0KkmBwUiMNV7VDc06GzsxPLly9HaWkpEhISBL0WjQ6Wn9Uv3BFmpd4e5++Px5wAkXtJS0vDtWvX8Pvf/x6AqUNE8dU7eHPuVKya9dig3RVau3Q4eP4GPjxzFXWtneb9jswJAOyOQ0RkDxkZGdizZw8A4OShbMQvWwWZ3PcRZz2YRt2Ok4dy+oxPREQjZ/l5vafrjlAaFRcAMC9A5CrEYjHS09OxdetWwGgETpwAXn7ZcQGVlJjigOk930hy+FqtxQqunk42Zd0iHsv8BLkedoYgcgNz5swBAGj0Rlxp1jk4GpPLzTpo9ENbmZjI0dgem5yBZZvi7xsN6OgS5jW0o8uI6/eLK9immMj9NSmNyD2mxUv/osav9nQi+z812HtMg+z/1OBXezrx0r+okXtMay6EkMvlyM/Px9tvv+2wmNkZh4jIeswLkCM1Nzdj+/btmDJlCpYtW4aCgoIhFUIAQH19PQoKCrB06VJMmTIF27dvR3Nz84jiaGhowLJly8yFEDEhUrz2pJ/ghRA95BIPvPakH2aMNU027ezsxNKlS3Hr1i2bXI/cm2VO4PydNrR2CfNa3tqlw4U7bQCYEyByR2+++Wafx3Wtnfj1F1UI2VmMH+/7Cmv+XIlNX1zAmj9X4sf7vkLIzmL8+osqcyGEM+QEAHbHISKyh5iYGCQlJQEAlI11KM7Jsmq84pwsKBvrAABJSUmYMWOG1TESORLnC5CjWeYFGhUX0KUSZqGELlWrubiCeQEi17F27VoEBgaaHlRWAhcvPvR4m6muNl0fQGBgINasWTOiYaRSixUMu52rw7llPJb5CXI9LIYgcgOrV682b5fVO8fKNmduOkccRA9SXV2NDRs2IDo6GlOmTBnw/Ny5c7FhwwZUV1c7IDoarXraCOv0wJeVwnwA+EtFN3T6vuMTkfvT6YGaBgNOnOvG52XdOHGuGzUNBvPrAWD6kqqqqsqhqz8C7IxDRCQE5gXIEYxGIw4cOICpU6di69atqKurMz8nE4sQGeSJnzzmhZdifPF6nB/S4/3xepwfXorxxU8e80JkkCdk4t4uJnV1ddi6dSumTZuGAwcOwGgcejGN0WhEeno6WlpaAPR2hPD0sG2XFE8PEV6d6YeoMaaCiJaWFqSlpQ0rdqIePZ/ZtXoDDl24KciYB8/fgFZv6DM+Ebk/rd6Ac7eU+FNlHXadvYY/Vdbh3C2l+fUAcJ6cAMDuOERE9pKbmwu5XA4AOFuQj5OHskc0zslD2ThbkA/AVFiXm5srWIxE9sT5AuRsej6363VaVBQdFmTMiqJPoNdp+4xPRM4vODgYOTk5vTuOHAHUavsGoVabrnvfrl27RtwB3NfXoiNZR4e1kQnLIh4fHx8HBkLWYjEEkRtYvHgxIiIiAABXmnW4p9Y/4gzbalbrceWec6xESdRfbW0tFi5ciNjYWOzZswcKheKBx+3ZswexsbFYuHAhrl27ZudIaTSybCNccFKHTo11E2g6NUYcOdX7esw2xUTu77//+7/NyXuRqO/kP5FIhOjoaHPy/sSJE4iMjHRQpL3YGYeIyHrMC5C9NTQ0YOnSpUhNTUVr6/1JhgAeD5bgl0/64bc/DcK6pwOwNNoH8aEyPB4sxdQfSfB4sBTxoTIsjfbBuqcD8NufBuGXT/rh8WAJet65KJVKpKamDqvLwsGDB1FUVAQA8JOK7FII0cPTw3Q9X6npekVFRTh06JBdrk3uxfIz+86yGrRbuTp6u7YbH565Ouj4ROS+Xn/9dZfKCQDsjkNEZC+RkZHIzu4tgDievQWfv7cBGnX7kM7XqNvx+XsbcDx7i3lfTk6O0/w+IRoqzhcgZ2X5uf3koewhvz4/iEbdjpOHcgYdn4ic36pVq5CcnGx6oFIBhw/br6tCdzfwySdAu+l1aMmSJUhJSRnxcH26iDlbZ+WGBvNmTEyMAwMha7EYgsgNiMVipKenAwCMAE7U2rkSsJ+SWjW4/h05o/z8fMycORMlJSXmfRIxEDXRAwuf9sTPEjyx8GlPRE30gETce15JSQliY2Oxb98+B0RNo4llm+ImpRH7i7VWjbe/WIsmpekVmW2KiUaH6dOnY/fu3bh8+TKUSiUqKipQVlaGiooKtLa24vLly9i9e7fTvR6wMw4RkXWYFyB7On36NGJjY83FBwAQN16KLQmBeD3OH9PHSuEhGlohgodIhOljpXg9zh9bEgIRN763XXZRURFiYmJw+vTph47R3NyMjRs3mh+vmO4LucS+aW+5xAMrpveubrVx40Y0NzfbNQZyfZY5gbrWTrxVYt3qo2+VVKOutRMAcwJEo8n27dtdLicAsDsOEZG9pKWl4be//a358dmCfOT8PA5ln+5Bl2rw7jxdqlaUfboHOT+PM3eEAIBt27Y5RYchouEYbL6AWCLFxBlP4+kXX0PCy7/G0y++hokznoZY0puj4HwBsgfLvICysQ7FOVlWjVeckwVlo6mTK/MCRK5HJBIhLy8PQUFBph0KhalAwdYFET2FEDU1AICgoCDk5eUNWHRhOOLj43sf1NdbG6GwLIoh+sRJLsfT0QEQkTDWrl2LHTt2QKlUovK2FrPGaTEjRProEwVW3aRF5W3rJu8S2cK2bdvw7rvvmh+HBIqwcr4Ez8d5wsdr4Bu2ji4jvqzsRsFJHZqURqjVaqSlpeHOnTt4++237Rk6jTK5ubmIjY2FWq1G0TfdmDDGAyvmS4Y9zpGTOhR9Y/oQxDbFRKOTv78/4uLiHB3GkGRkZGDPnj0ATJ1xEp/yhLds5AkVdsYhotGIeQGyh9LSUixfvhydnaYJ1n5SEVZM9xXkZ22MXIyXY/0wa5wWR75rh0prREtLCxITE3H06NEHTmLct2+fuTtF3HipQ37uASAmRIq48VJU3tZCqVRi//79yMqy7ktrGn0scwJ7y69j6o988Oa8acMe58OyGuwtvw6AOQGi0cqVcgJA37zAzrIapD75GHylI/8am91xiIge7J133sG4ceOQmZkJtVoNZWMdCndk4nj2FoyfFovQqJmQevtC29mORsUF3K6pgl7X+zlfLpcjJyeHhRDkcvrPFwgMjcD8lEw8lfwKvPwCBhzfpWpFRdFhnDyUDWVjHecLkF1Y5gXOFuRjTPgUzE/JHPY4Jw9lmwvYmBcgcl1hYWEoLCxEYmKiKSd/8SLw0UfAK68AcrnwF1Sr+xRCyOVyFBYWYsKECVYNGxISgokTJ6K+vt5UfGAwAB5OsI6/wWAuhggPD8fYsWMdHBBZwwl+oohICMHBwcjJyTE/PvJdO9Q6g11jUOsMOPKddW3aiGwhPz+/T2Ij+RlP5G30xrK5kkELIQDAx0uEZXMlyNvojeRner90eeedd5Cfnz/oOURC6N+meF+xFrs/16BTM7S1dTs1Ruz+XIN9Fl0l2KaYiJwdO+MQEVmPeQGytVOnTvUphIgaI8HmeYGCFx/MCJFi87xARI0xFYV3dnZi+fLlg3aI0Ov12Lt3LwBABGDhFBt8ATQMSVPk6Mky7N27F3q93qHxkOvpnxPYXHoR6459i3bt0FZ8a9d2Y92xb7G59KJ5H3MCROQK2B2HiMi+0tLSUFVVZX7tBQC9TouGS+U49/lHKPuP3Tj3+UdouFTepxAiKSkJVVVVLIQgl9N/vsDslWnY9Fkl5r20ftBCCADw8gvAvJfWY9NnlZi9Ms28n/MFyJb65wWOZ2/B5+9tgEY9tJyrRt2Oz9/bgOPZW8z7mBcgcm0JCQk4evQovL29TTsUCmDnTlNhhJCqq4EPPuhTCHH06FEkJCQIMvycOXNMGxoNcOWKIGNa7fJlUzwAZs+e7eBgyFoshiByI6tWrUJycjIAQKU14nBVO7oNQ5s8a61ugxGfXGhHu7Z30hkRALS1taGiogJnzpxBRUUF2tra7Hr92tpaZGb2VsqvfUGKX70oG/Jq094yEX71ogxrF/dO7sjMzMS1a9cEj5WoR/82xUXfdCN9VyeOlunQ0TX463pHlxFHy3RI39Vp7ggBsE0xEbmO3NxcyO+vYFH0TTeOnNQ94ozBsTMOEY1mzpQXIPfS0NCAZcuWmQshYkKkeO1JP8gltkkvyyUeeO1JP8wY21sQsXTpUty6davPccXFxbhx4wYAIDpYgjFysU3iGapguRjR94s46urq8MUXXzg0HnJN/XMCe8uvI+Zfv8Tus7Vo7Rr8PXJrlw67z9Yi5l+/NHeEAJgTICLXYpkX2Ft+HR+W1YxoHHbHISIamsjISJw4cQJVVVXYsGEDoqOjIRL1/f5UJBIhOjoaGzZsQHV1NU6cOMEJtTRszjZf4IU3duDFrX+ETO47pPNlcl+8uPWPeCHz9+Z9nC9AttQ/L3C2IB85P49D2ad70KVqHfScLlUryj7dg5yfx5k7QgDMCxC5i8TERJSWliIoKMi0Q6UCPv4Y+Pd/B+7ds27w5mbTOAcOAO2mwqugoCCUlJRgwYIF1o1tYfXq1b0PysoEG9cqZ86YN1NTUx0XBwli5P1FicjpiEQi5OXlITY2Fi0tLVDc0+GTCyq8OtMPnh5Dm/g9EqYJDyrU/GD6Mi4oKAg7d+7EzJkzbXZNcm7V1dXYu3cvSktLoVAoBjwfFRWFxMREZGRkICYmxqaxrF+/Hmq1GoCpI8SKZyUjGmfFfAlu3TOg6JtuqNVqrFu3DidOnBAyVKI++rcpblIakXtMi/3FWkwa74HIUA94S4FOLXCt0YDrtw3QWSw6yjbFRORqela7SU9PB2DqjHPrngFrFkuHVMTYqTF1lLAsCONqN0Q02jhLXiAwMBBKpdJm1yP7MhqNSE9PR0tLCwBTR4hXYn1t+jMFAJ4eIrw60w8ffauC4p4OLS0tSEtLQ2FhoXmCzoEDB8zHz5voZdN4hmpuuBcu3zP9W/j444/NBUpEw9E/J1DX2olff1GFzaUXMXOcP2aNC4CvVIx2rR7n77Tiwp02aPW93YCYEyAiV9Q/L7C59CKu/tCBD5Ji4Ct99Ffa7dpuvFVS3acojHkBIqJHi4mJwe7duwGYJq3X1taiq6sLXl5emDp1Kvz8/BwcIbkiZ50vMHtlGua/umlE48xPycS9m7U4W5DP+QJkc/3zAsrGOhTuyMTx7C0YPy0WoVEzIfX2hbazHY2KC7hdU9Wnkw/zAkTuJyEhAVVVVUhPT0dRUZFpZ2Ul8O23QHQ0MHcu8PjjgMcQFjAyGExdEc6cMXVpMPYucpWcnIz8/HxMmDBB0PgXL16MiIgI1NXVma557x4wZoyg1xiW5mZzh4qIiAgsWrTIcbGQINgZgsjNhIWFobCw0Nwa6eJdHT76VgW1zvCIM0dGrTPg3ypVuHjX9CWvXC5HYWEhxo8fb5PrkXOrra3FwoULERsbiz179gya2AAAhUKBPXv2IDY2FgsXLrTZqglVVVUoKSkBAIQEirDGorvDSKxZLEVIoGnCRUlJCaqrrWvVTfQog7Up1umBmgYDTpzrxudl3Thxrhs1DX0LIdimmIhcFTvjEBFZzxnyAocOHbLJtcgxDh48aP5yxU8qskshRA9PD9P1fKWm6xUVFfX5+fr6668BADKxCNHBI1v8QGiPB0sgE5viPXv2rIOjIVc2WE5Aqzfg3C0l/lRZh11nr+FPlXU4d0vZpxCCOQEicmXsjkNE5Fj+/v6Ii4vD3LlzERcXx0IIGjZnni8QGBqBxZvet2q8xZveR2BoBADOFyDbGywvoNdp0XCpHOc+/whl/7Eb5z7/CA2XyvsUQjAvQOS+er7/+fjjjxEQEGDaaTSaChs++gh4910gNxf485+B8nLT/qtXTf8tLzftz801HffRR6b99wshAgMDceDAARQWFgpeCAEAYrHYvPgBjEbA0QWFJSXmv3tGRgbEYsd2nSbrsTMEkRtKSEjA0aNHsXz5cnR2dkJxT4edZUqsmO6LGSHWTQa3VN2kxZHv2tGuNf1ikMvlOHr0KBISEnD37l3BrkOuIT8/31yV3kMiBiaHemDyeA/IZYBaA3x/24DvG3snbpeUlCA2NtYmVel5eXnm7ZXzJUNaVfphvGUirHhWgtxjWvP4PSulENlKT5vi6upq5OXlmVdQMRr7TgqeOnUqFi1ahIyMDMyYMcNB0RIRWY+dcYiIrOfovMCsWbMEuwY5VnNzMzZu3Gh+vGK6L+QS+66vI5d4YMV0Xxw4rwIAbNy4ES+88AIMBgPq6+sBAGH+YniI7FOg8SgeIhHC/MS4puzGzZs3cffuXYwdO9bRYZGLGmpOAABef/11ZGZmMidARC6P3XGIiIhc02DzBcQSKUKjZmL8tFjI5H7QqFW4XVOFRsUF8+Rte80XmJ+SCZnc16rxZHJfzE/ZhMIdmebxOV+AbIl5ASLqTyQSYfXq1UhOTsauXbvwu9/9rvdJjQa4ds30Z4giIiKQkZGBNWvWIDg42AYR91q7di127Nhh6ixeWQnMmgU44jWrutp0fZiKQNasWWP/GEhwLIYgclOJiYkoLS3F0qVL0dLSApXWiI/PqxA3XoqFU+QYIx95NVuzWo+SWjUqb/dWFgcFBaGwsBAJCQlChE8uZtu2bXj33XfNj0MCRVg5X4Ln4zzh4zVwMkJHlxFfVnaj4KQOTUoj1Go10tLScOfOHbz99tuCxVVaWgrAVJTxfJwwv/IWPOWJ/cVa6PS94xPZg2Wb4mvXrmHKlCl9ni8rK+MEGyJyG2lpaViwYAHWrVtnXrWppzNOTcODVzZPSkpCbm4uIiMj7RUqEZHTcmRegAskuI99+/ahtbUVABA3XipoMc1wxIRIETdeisrbWiiVSuzfv79P0c1EP+dKc4f5e+Ka0tSxqry8nC22yWqWOYG2tjacO3cOzz//fJ9jtm/fzrwAEbmNwfICPd1xzt1SPvA85gWIiIgco/98gcDQCMxPycRTya/Ayy9gwPFdqlZUFB3GyUPZUDbW2Xy+gFgixVPJrwgy5lPJr+J49hbodVrOFyC7YV6AiPoLDg7Gr3/9677FEEMUHh6O2bNnIzU1FYsWLbJbV4Tg4GDk5OQgNTXVtOPIEWDyZEAut8v1AQBqtem69+3atcvmRSBkH871LRERCSohIQFVVVVIT09HUVERAKDythbf3tYieowEc8O98HiwZEgr5xmMRlxu1uHMzS5cuaeDZY1xcnIy8vPzbdIiiZxffn5+n8RG8jOeWLNY+tAuDD5eIiybK0Hi/cKCom9MEwTeeecdhISEIC0tzeq42trazG03J4d6DFqUMRI+XiJMGu+BmgYDFAoFVCoVW8SS3fFnjohGg6GsdiMSiRAVFYXExER2xiEiGgTzAmQNvV6PvXv3AgBEABZOseMXEoNImiLHt7e1MALYu3cv1q9fb35ugr9zpbnDLOKprq5mMQQJyt/fH7GxsY4Og4jI5pgXICIicg395wvMXpmGxZvef2gXBi+/AMx7aT3il61CcU4WzhbkA7DdfIHQqJmDFmWMhJdfAMZPi0XDpXLOFyCHYF6AiB7m4sWLuHHjBqqrq9HR0QGNRgOZTAYfHx/ExMQgPj7eoYVTq1atwmeffWb6zkqlAg4fBl57DfC0Q46/uxv45BOgvR0AsGTJEqSkpNj+umQXzvUtEREJLiwsDIWFhTh48CA2btyI1tZWGAFcvqfD5Xs6yMQihPmJEebviTB/T/hIRPD0EKHbYESHzoiGtm7TH5UeGn3fNmuBgYHYtWsXUlJSIBrCxAlyP7W1tcjMzDQ/XvuCFCuelQz5fG+ZCL96UYYJYzywr9i0omhmZiYWLFhg9cpNV69eNW9PHu9h1Vj9RYaaiiGMRiOuXr2KuLg4QccnIiKiXv1Xu6mtrUVXVxe8vLwwdepUfslARPQIzAvQSBUXF+PGjRsAgOhgiVXdRIQQLBcjeowEl+/pUFdXh2+//db8nI/EuX7+LOPp6OhwYCRERESuj3kBIiIi59V/vsALb+zA/Fc3Dfl8mdwXL279I8aET8Hx7C0AbDNfYPw0YSeOh0bNRMOlcs4XICIipzN27Fg88cQTTrtAj0gkQl5eHmJjY9HS0gIoFKYChVdftW1BRE8hRE0NAFO387y8PH635UZYDEE0CohEIqxevRrJycnYv38/9u7di7q6OgCARm/ENWU3rim7hzxeREQEMjIysGbNGrYJGuXWr18PtVoNwNQRYjiFEJZWzJfg1j0Dir7phlqtxrp163DixAmrYtNoNOZtucyqoQbwlvZud3V1CTs4ERERPZC/vz+/VCAiGgHmBWgkDhw4YN6eN9HLgZH0mhvuhcv3dACAyspK835PD+f6wsIyHsv8BBEREVmHeQEiIiLnYjlfYPbKtGEVQlian5KJezdrcbYg3ybzBWRyYYsnpd69XS84X4CIiGh4ehbxSkxMRGdnJ3DxIvDRR8ArrwByG3SoVqv7FELI5XIUFhay27mbEXapbCJyasHBwcjKykJtbS0KCwuxcuVKhIeHD+nc8PBwrFy5EseOHUNtbS2ysrI44WGUq6qqQklJCQAgJFCENYuljzjj4dYsliIk0DRZoKSkBNXV1VaNJ5P1VkCoBZ530Knt3fbyco4JIURERERERI/CvAANx9dffw0AkIlFiA4e2eIHQns8WAKZ2JQ7uHXrlnl/t8H4oFMcwjIey/wEERERERERkbuwnC8QGBqBxZvet2q8xZveR2BoBADh5wto1CqrxupP29lu3uZ8ASIiouFLSEjA0aNH4e3tbdqhUAA7d5oKI4RUXQ188EGfQoijR48iISFB2OuQw7EzBNEoJBaLsWTJEixZsgQA0NTUhIqKClRXV6OjowMajQYymQw+Pj6IiYlBfHw8xo4d6+Coydnk5eWZt1fOl8BbZt0qjN4yEVY8K0HuMa15/J7W1yMxdepU8/b3tw1WxdbftUbTeCKRqM91iIiIiIiIXAHzAvQoTU1NqK+vBwCE+Yvh4SStoj1EIoT5iXFN2Y22tjbz/g6dcxVDWMbj4+PjwEiIiIiIiIiIbMNyvsD8lEzI5L4POfrRZHJfzE/ZhMIdmebxhZovcLumyqrY+mtUXADA+QJERETWSExMRGlpKZYuXYqWlhZApQI+/hiIiwMWLgTGjBn54M3NQEkJYNFhOigoCIWFhSyEcFMshiAihISEYNGiRVi0aJGjQyEXUlpaCgCQiIHn44T5dbLgKU/sL9ZCp+8df6T8/f0RFRUFhUKB7xsN6OgywsfL+skbHV1GXL9fXBEVFQU/P2FbahIREREREdkb8wLUX3l5uXl7op9zpZDD/D1xTdndZ9+ttm7EhzpPB4aGtt74YmJiHBgJERERERERkW30fJ8vlkjxVPIrgoz5VPKrOJ69BXqdVtD5Ao2KC+hStcLLL8DqGLtUrebiCs4XICIisk5CQgKqqqqQnp6OoqIi087KSuDbb4HoaGDuXODxxwEPj0cPZjAAly8DZ84AV64Axt5Fi5KTk5Gfn48JEybY5i9CDudc32QREZFLaGtrg0KhAABMDvUQpMgAAHy8RJg03gM1DQYoFAqoVCqrkgeJiYlQKBTQ6YEvK7uxbK7E6hj/UtENnb53fCIiIiIiIiJ3c9GiFfUEf+dKIYcNEk+9qnuQIx3HshgiPj7egZEQERERERERCc9yvkBo1ExBigwAwMsvAOOnxaLhUrmg8wX0Oi0qig5j3kvrrY6xougT6HVa8/hERERknbCwMBQWFuLgwYPYuHEjWltbTYUMly+b/shkQFhY7x8fH8DTE+juBjo6gIaG3j8aTZ+xAwMDsWvXLqSkpEDkJB2wyTac65ssInI5TU1NKC8vx8WLF9He3g6tVgupVOrosMjGrl69at6ePH4IlZfDEBlqKoYwGo24evUq4uLiRjxWRkYG9uzZAwAoOKlD4lOe8JaN/I1Np8aII6d0fcYnIiIiIiIarZgTcF/t7e3mbR+Jc31BYBmPv78/2tra0NCmh8FohIcTfJlhMBrRoDKtohAeHo6xY8c6OCIiIiIiIiIiYVnOFxg/LVbQsUOjZqLhUrng8wVOHspG/LJVkMl9RzyeRt2Ok4dy+oxPRERE1hOJRFi9ejWSk5Oxf/9+7N27F3V1daYnNRrg2jXTnyGKiIhARkYG1qxZg+DgYBtFTc6ExRBENCx6vR7Hjx/HwYMH8fXXX6O+vn7I55aUlOCll16CWCy2YYRkDxqLKkq5TNixvS3mzXR1dVk1VkxMDJKSklBSUoImpRH7i7X41YsjD3h/sRZNSlMLraSkJMyYMcOq+IiIiIiIiFwJcwKjh1arNW97eji+wMCSZTyhoaFoa2uDRm/ElWYdpo91fDHO5WYdNHpT7mD27NkOjoaIiIiIiIhIeJbzBWTykXduGIzUu7dYQcj5AsrGOhTnZOHFrX8c8XjFOVlQNpomZnK+ABERkfCCg4ORlZWFt956C8XFxThw4ADOnj2LmzdvPvLc8PBwzJ49G6mpqVi0aBG/jxplWAxBREPS3NyMffv2IS8vr7fqbpheffVV/O///b+Rnp6OtWvXsurOhclkvQUFas1DDhyBzt75FvDy8rJ6vNzcXMTGxkKtVqPom25MGOOBFfMlwx7nyEkdir7pBgDI5XLk5uZaHRsREREREZErYE5g9LHs8NFtMDowkoEs44mPj8eVK1cAAGX1XU5RDHHmZu9EjdTUVMcFQkRERERERGQjlvMFNGqVoGNrO3u7VQo9X+BsQT7GhE/B/JTMYY9z8lA2zhbkA+B8ASIiIlsTi8VYsmQJlixZAsDUqbyiogLV1dXo6OiARqOBTCaDj48PYmJiEB8fzy7NoxyLIYjooYxGIw4ePIiNGzeitbW1z3MysQhh/mJM9PPEBH9P+EhE8PQQodtgRIfOiFtt3ahXdaOhTW9eEa+urg5bt27Fjh07kJOTg1WrVkEkcq4VBunRpk6dat7+/rZB0LGvNZrGE4lEfa4zUpGRkcjOzkZ6ejoAYF+xFrfuGbBmsRTeskf/7HVqTB0legohACAnJweRkZFWx0ZEREREROTMmBMYvXx9e1dh7NA5VzGEZTyzZs3C6dOnUVdXhyvNOtxT6zFG7rjVnprVely5pwNgasO9aNEih8VCREREREREZCuW3+PfrqkSdOxGxQUAtpsvcDx7C+7drMXiTe9DJvd9xNmARt2O4pwscyEEwPkCRERE9hYSEoJFixYx504PxGIIInqghoYGpKeno6ioyLxPBCA6WIJ5E70QHSyBx0MmLcSHmlYDMBiNuNKsQ1l9F64062AEoFQqkZqais8++wz5+fmYMGGCjf82JCR/f39ERUVBoVDg+0YDOrqM8PGyfgJLR5cR1+8XV0RFRcHPT5iWmmlpabhz5w7effddAEDRN934m0KPFc9KsOApz0Fj7+gy4i8V3ThySocmZe9Ei23btmHt2rWCxEVEREREROSsmBMY3WbMmGHevtXWbf7/6Qwa2noXK5g5cybS09OxdetWGAGcqFXj5VhhcgkjUVKrRk8GISMjg224iYiIiIiIyC1ZzhdoVFxAl6oVXn4BVo/bpWo1F1fYcr7A2YJ8XDl9AvNTNuGp5FcHjb1L1YqKok9w8lAOlI29nVI5X4CIiIjI+bAYgogGdfr0aSxduhQtLS3mfXHjpVg4RT7sFfY8RCJMHyvF9LFS3FPrcaJWjcrbWgBAUVERYmJiUFhYiISEBEH/DmRbiYmJUCgU0OmBLyu7sWyuxOox/1LRDZ2+d3whvfPOOxg3bhwyMzOhVqvRpDQi95gW+4u1mDTeA5GhHvCWAp1aU3eK67cN5lgAU6vLnJwcJjaIiIiIiMjtMSdA8fHx5u16VfdDjrQ/y2KI+Ph4PP3009ixYweUSiUqb2sxa5wWM0Kkdo+ruklr/tkODAzEmjVr7B4DERERERERkb30zBfQ67SoKDqMeS+tt3rMiqJPoNdpzeMLqf98AWVjHQp3ZOJ49haMnxaL0KiZkHr7QtvZjkbFBdyuqTLHAnC+ABEREZEz83B0AETkfEpLS5GYmGie9OAnFSF1lh9ejvUb9qSH/sbIxXg51g+ps/zgJzWtINnS0oLExESUlpZaHTvZT0ZGhnm74KQOnRrjQ45+tE6NEUdO6QYdXyhpaWmoqqpCUlKSeZ9OD9Q0GHDiXDc+L+vGiXPdqGnoWwiRlJSEqqoqJjaIiIiIiMjtMSdAgKnl9MSJEwEADW16GIzWfeYXisFoRIPK9IE9PDwcY8eORXBwMHJycszHHPmuHWqdwa5xqXUGHPmu3fx4165dCA4OtmsMRERERERERPZk+X3+yUPZ0KjbH3L0o2nU7Th5KGfQ8YUy2HwBvU6LhkvlOPf5Ryj7j9049/lHaLhU3qcQgvMFiIiIiJwbiyGIqI9Tp05h+fLl6OzsBABEjZFg87xAwVfUmxEixeZ5gYgaY+om0NnZieXLl+P06dOCXodsJyYmxpwkaFIasb9Y+4gzHm5/sRZNStPkiqSkJMyYMcPqGAcTGRmJEydOoKqqChs2bEB0dDREItGA46ZOnYoNGzaguroaJ06cQGRkpE3iISIiIiIichbMCZClOXPmAAA0eiOuNOsecbR9XG7WQaM35Q5mz55t3r9q1SokJycDAFRaIw5XtaPbYJ8Cjm6DEZ9caEe71nS9JUuWICUlxS7XJiIiIiIiInIUy/kCysY6FOdkWTVecU4WlI11ADhfgIiIiIiGh8UQRGTW0NCAZcuWmSc9xIRI8dqTfpBLbPNSIZd44LUn/TBjbO/kh6VLl+LWrVs2uR4JLzc3F3K5HABQ9E03jpwc2eSIIyd1KPqmG4CpvWRubq5gMT5ITEwMdu/ejcuXL+Pq1asDni8rK8Pu3bttlmQhIiIiIiJyJswJUH+rV682b5fVdzkwkl5nbvbGkZqaat4WiUTIy8tDUFAQAEBxT4dPLqhsXhBhKoRQoeYHUz4kKCgIeXl5g06iICIiIiIicldtbW2oqKjAmTNnUFFRAZVK5eiQyE4s5wucLcjHyUPZIxrn5KFsnC3IB8D5AkREREQ0fCyGICIAgNFoRHp6OlpaWgCYVn98JdYXnh62/fLW00OEV2f6mVeDbGlpQVpaGoxG+6zeR9aJjIxEdnZvQmNfsRa7P9egUzO0/3+dGiN2f67BPouuEjk5OXZfVcHPz8+u1yMiIiIiInImzAnQYBYvXoyIiAgAwJVmHe6p9Q6Np1mtx5V7pqKDiIgILFq0qM/zYWFhKCwshLe3NwDg4l0dPvpWBbXOYJN41DoD/q1ShYt3TTHJ5XIUFhZiwoQJNrkeERERERGRM6murjavqh8QEID4+HjMmzcP8fHxmDJliqPDIzvpP1/gePYWfP7eBmjU7UM6X6Nux+fvbcDx7C3mfZwvQERERETDxWIIIgIAHDx4EEVFRQAAP6nILpMeenh6mK7nKzVdr6ioCIcOHbLLtcl6aWlp+O1vf2t+XPRNN9J3deJomQ4dXYNPYOnoMuJomQ7puzrNHSEAYNu2bVi7dq3NYyYiIiIiIqJezAnQYMRiMdLT0wEARgAnatUOjaekVo2eLENGRgbEYvGAYxISEnD06FFzQYTing47y5S42KQdcKw1qpu0+KBMae4IIZfLcfToUSQkJAh6HSIiIiIiImdTW1uLhQsXIjY2Fnv27IFCoRjSedevX7dtYOQw/ecLnC3IR87P41D26R50qVoHPadL1YqyT/cg5+dx5o4QAOcLEBEREdHIeDo6ACJyvObmZmzcuNH8eMV0X8gl9q2Vkks8sGK6Lw6cN7XM3LhxI1544QUEBwfbNQ4amXfeeQfjxo1DZmYm1Go1mpRG5B7TYn+xFpPGeyAy1APeUqBTC1xrNOD6bQN0FgtKyuVy5OTkMLFBRERERERkZ8wJ0MOsXbsWO3bsgFKpROVtLWaN02JGiNTucVQ3aVF521TQEBgYiDVr1jzw2MTERJSWlmLp0qVoaWmBSmvEx+dViBsvxcIpcoyRDyyiGKpmtR4ltWpzLAAQFBSEwsJCFkIQEREREZHby8/PN38f3EMskSI0aibGT4uFTO4HjVqF2zVVaFRcgF7X+9npueee4/fBbqz/fAFlYx0Kd2TiePYWjJ8Wi9ComZB6+0Lb2Y5GxQXcrqnq8/PB+QJEREREZA0WQxAR9u3bh9ZWU0V+3HipQ77UBoCYECnixktReVsLpVKJ/fv3IysryyGx0PClpaVhwYIFWLduHUpKSgAAOj1Q02BATYPhgeclJSUhNzfX7q0uiYiIiIiIiDkBerjg4GDk5OQgNTUVAHDku3ZMDgq0a8GMWmfAke/azY937dr1yEKZhIQEVFVVIT093dz1pPK2Ft/e1iJ6jARzw73weLAEHqJHd0AxGI243KzDmZtduHJPB8semMnJycjPz8eECRNG9HcjIiIiIiJyFdu2bcO7775rfhwYGoH5KZl4KvkVePkFDDi+S9WKiqLDOHkoG8rGOqjVaqSlpeHOnTt4++237Rk62clg8wX0Oi0aLpWj4VL5A8/jfAEiIiIispZ9l3kjIqej1+uxd+9eAIAIwMIpcofGkzRFjp6voffu3Qu9Xv/Q48m5REZG4sSJE6iqqsKGDRsQHR0NUb+JBSKRCNHR0diwYQOqq6tx4sQJJjaIiIiIiIgcgDkBGopVq1YhOTkZAKDSGnG4qh3dBuMjzhJGt8GITy60o11rut6SJUuQkpIypHPDwsJQWFiIjz/+GAEBpok5RgCX7+nw0bcqvPvXFuT+rRV/vtKB8kYNLjdrcfUHHS43a1HeqMGfr3Qg92+tePevLfjoWxUuWxRCBAYG4sCBAygsLGQhBBERERERub38/Pw+hRCzV6Zh02eVmPfS+kELIQDAyy8A815aj02fVWL2yjTz/nfeeQf5+fk2j5kcg/MFiIiIiMgR2BmCaJQrLi7GjRs3AADRwRKMkYsdGk+wXIzoMRJcvqdDXV0dvvjiC/MX7uQ6YmJisHv3bgBAW1sbamtr0dXVBS8vL0ydOhV+fn4OjpCIiIiIiIiYE6ChEIlEyMvLQ2xsLFpaWqC4p8MnF1R4daYfPD0e3VlhpEyFECrU/KADAAQFBSEvL2/AJIqHEYlEWL16NZKTk7F//37s3bsXdXV1AACN3ohrym5cU3YPebyIiAhkZGRgzZo1j+xOQURERERE5A5qa2uRmZlpfvzCGzsw/9VNQz5fJvfFi1v/iDHhU3A8ewsAIDMzEwsWLOAEeDfG+QJEREREZE/sDEE0yh04cMC8PW+ilwMj6TU3vDeOjz/+2HGBkCD8/f0RFxeHuXPnIi4ujokNIiIiIiIiJ8GcAA1VT5cFb29vAMDFu6buCmqdwSbXU+sM+LdKFS7eNRVCyOVyq7owBAcHIysrC7W1tSgsLMTKlSsRHh4+pHPDw8OxcuVKHDt2DLW1tcjKymIhBBERERERjRrr16+HWq0GYOoIMZxCCEvzUzLNHSLUajXWrVsnVIjk5DhfgIiIiIhsjcUQRKPc119/DQCQiUWIDpY4OBqTx4MlkIlNq/ydPXvWwdEQERERERERuSfmBGg4EhIScPToUXNBhOKeDjvLlLjYpBX0OtVNWnxQpjR3hJDL5Th69CgSEhKsHlssFmPJkiX47LPPcOPGDdy5cwfFxcX4P//n/ww49tNPP0VTUxNu3LiBzz77DMnJyRCLHds9hYiIiIiIyJ6qqqpQUlICAAgMjcDiTe9bNd7iTe8jMDQCAFBSUoLq6mqrYyQiIiIiImIxBNEo1tTUhPr6egBAmL8YHiKRgyMy8RCJEOZn+nL55s2buHv3roMjIiIiIiIiInIvzAnQSCQmJqK0tBRBQUEAAJXWiI/Pq/DvVSrcU+utGrtZrce/V6lw4LwK7VojACAoKAglJSVYsGCB1bEPJiQkBIsWLcI//dM/DXju7//+7zF27FibXJeIiIiIiMgV5OXlmbfnp2RCJve1ajyZ3BfzUzYNOj4REREREdFIsRiCaBQrLy83b0/083RgJAOF+ffGYxknEREREREREVmPOQEaqYSEBFRVVSE5Odm8r/K2Fr8/rcSfKtpw6a4WBqNxSGMZjEZcuqvFnyrasOO0EpW3e7tMJCcno7q6WpCOEERERERERDR8paWlAACxRIqnkl8RZMynkl+FWCLtMz4REREREZE1nOubTiKyq4sXL5q3J/g718uB5cSH6upqLFq0yIHREBEREREREbkX5gTIGmFhYSgsLMTBgwexceNGtLa2wgjg8j0dLt/TQSY2dfgI8/dEmL8nfCQieHqI0G0wokNnRENbt+mPSg+Nvm/hRGBgIHbt2oWUlBSInKRjCRERkTvp7OzEvXv3MGbMGHh7ezs6HCIiclJtbW1QKBQAgNComfDyCxBkXC+/AIyfFouGS+VQKBRQqVTw8/MTZGwiIiIiIhqd2BmCaBRrb283b/tInOvLZct4Ojo6HBgJERERERERkfthToCsJRKJsHr1aly9ehXbt29HRESE+TmN3ohrym6cvNGFT6vb8adKFfLK2/CnShU+rW7HyRtduKbs7lMIERERge3bt6OmpgarVq1iIQQREZENHD9+HJGRkQgPD0dkZCSOHz/u6JCIiMhJXb161bw9flqsoGOHRs0EABiNxj7XISIiIiIiGgkWQxCNYlqt1rzt6eFcXzBbxqPRaBwYCREREREREZH7YU6AhBIcHIysrCzU1taisLAQK1euRHh4+JDODQ8Px8qVK3Hs2DHU1tYiKysLwcHBNo6YiIhodPrhhx+QkpKC27dvAwBu376NVatW4YcffnBwZERE5IwsP4/L5MJ2bpB6+5q3u7q6BB2biIiIiIhGH89HH0JE7koqlZq3uw3Ghxxpf5bxyGQyB0ZCRERERERE5H6YEyChicViLFmyBEuWLAEANDU1oaKiAtXV1ejo6IBGo4FMJoOPjw9iYmIQHx+PsWPHOjhqIiKi0aOgoGBA4cO9e/dw5MgRrF271kFRERGRs7L8PK5RqwQdW9vZ263Sy8tL0LGJiIiIiGj0YTEE0Sjm69u74kKHzrkmPljG4+Pj48BIiIiIiIiIiNwPcwJkayEhIVi0aBEWLVrk6FCIiIgIwJEjRx64n8UQRETU39SpU83bt2uqBB27UXEBACASifpch4iIiIiIaCQ8HB0AETnOjBkzzNu32rodGMlADRbxxMTEODASIiIiIiIiIvfDnAARERHR6NHS0oL/+q//GvS5L7/8Ei0tLXaOiIiInJ2/vz+ioqIAmIoXulStgozbpWo1F1dERUXBz89PkHGJiIiIiGj0YmcIF9bc3OzoEFzeYPdwNN3XiIgI83a9ynknPkRERODu3bsOjMZ5jPafWVvhfbUd3lvb4H21Dd5X2+G9tQ3eV9vgPSRXwp9X643m11LmBFzTaP6ZtSXeV9vhvbUN3lfb4H21Hd5b2xjOff3000/R3T34e77u7m4cPnwY//iP/yhofK6KP5vkSvjzaj3+jnq4Z599FgqFAnqdFhVFhzHvpfVWj1lR9An0Oq15fH7mHx7+zNoG76tt8L7aDu+tbfC+2gbvq+3w3toG76FrEhmNRuOjDyNHu3v3LkJCQhwdBrkxmViE3/40CB4ikaNDgcFoxLt/bYFGz5cnIiIiIjs4yagAAQAASURBVHK8pqYmjB071tFh0CjHvADZEnMCREREREQPxrwAOQPmBcjRAkMjsOmzSsjkviMeQ6NuR87P46BsrBMwMiIiIiIi22JewPl5ODoAInIOGr0RV5p1jg4DAHC5WcdJD0RERERERER2wpwAERERERERET2MsrEOxTlZVo1RnJPFQggiIiIiIhIciyGIyKysvsvRIQAAztx0jjiIiIiIiIiIRgvmBIiIiIiIiIjoYc4W5OPkoewRnXvyUDbOFuQLHBERERERERGLIYjIwpVmHe6p9Q6NoVmtx5V7zrEaJREREREREdFowZwAERERERERET3K8ewt+Py9DdCo24d0vEbdjs/f24Dj2VtsHBkREREREY1Wno4OgEbu0qVLCA4OdnQYLq25uRlPPPFEn32j8b7u2rUL//Iv/wIjgBO1arwc6+ewWEpq1TDe33777bfx61//2mGxOCP+zNrGaL2v33//PbZs2YKvvvpqyOc899xz2LFjByZNmjSk40frvbU13lfb4H21Hd5b2+B9tY3B7iuRs+K/eevxtZQ5AVfDn1nbGK33lXkB18X7ahu8r7bDe2sbQ7mvarUaTzzxBNRq9SPHk8vluHTpEuRyueCxuhLmBciV8LXUevwdNXQffvghfv/73wMwdYi4cvoE5qdswlPJr8LLL2DA8V2qVlQUfYKTh3KgbKwz78/KysIbb7xht7jdDX9mbWO03ldb5wVG6321B95b2+B9tQ3eV9vhvbUN5gVcE4shXFhwcDDGjh3r6DDczmi8r5s2bcKePXugVCpReVuLWeO0mBEitXsc1U1aVN7WAgACAwOxceNG/nIegtH4M2sP7n5f8/PzkZmZ2edLMIkYmBzqgcnjPSCXAWoN8P1tA75vNEB3f4HYr776Cs899xxycnKwdu3aEV3b3e+to/C+2gbvq+3w3toG7yvR6MJ/87Yx2u4rcwKub7T9zNqLu9/XwfICUrEHZo3zx8xxAfCTekKl7caFO604f6cNWr0BAPMCzoz31TZ4X22H99Y2+t/X//zP/xy0EMJf5ok2TXeffWq1GhUVFfjZz35m8ziJSBh8LbUN3tfBvf/++4iMjDR/jlA21qFwRyaOZ2/B+GmxCI2aCam3L7Sd7WhUXMDtmirodVrz+XK53KrPEfRg/Jm1DXe/r4PlBcQSKUKjZmL8tFjI5H7QqFW4XVOFRsUF879na/MC7n5fHYn31jZ4X22D99V2eG9ptGIxBBEhODgYOTk5SE1NBQAc+a4dk4MCIZd42C0Gtc6AI9/1ttLctWsXJz0Q2ci2bdvw7rvvmh+HBIqwcr4Ez8d5wsdLNOD4ji4jvqzsRsFJHZqURqjVaqSlpeHOnTt4++237Rk6EREREREJjDkBotGnf14gIsAbm+dNQ8rMcAR4SQYc39qlw6ELN7GzrAZ1rZ3MCxARuZCCgoJB93+QGIP0Y98OejyLIYiI6EHS0tKwYMECrFu3DiUlJQAAvU6LhkvlaLhU/tBzv/rqK/z4xz+2R5hE9Aj98wKBoRGYn5KJp5JfeUinl8M4eSgbysY65gWIiIjI6djvW00icmqrVq1CcnIyAEClNeJwVTu6DUa7XLvbYMQnF9rRrjVdb8mSJUhJSbHLtYlGm/z8/D6JjeRnPJG30RvL5koGLYQAAB8vEZbNlSBvozeSn+mto3znnXeQn59v85iJiIiIiMi2mBMgGj365wUy4iehev3z2PBM5KCFEAAQ4CXBhmciUb3+eWTETzLvZ16AiMi5aTQaHDt2bMD+SYFyrHkqAhEB3gOeO3bsGDQajT3CIyIiFxUZGYkTJ06gqqoKGzZsQHR0NESivt8x9n8MAJMmTbJThET0MP3zArNXpmHTZ5WY99L6QQshAMDLLwDzXlqPTZ9VYvbKNPN+5gWIiIjIWbAYgogAmBISeXl5CAoKAgAo7unwyQWVzSc/mCY9qFDzgw4AEBQUhLy8vEETJERkndraWmRmZpofr31Bil+9KIO3bGj/3rxlIvzqRRnWLpaa92VmZuLatWuCx0pERERERPbDnADR6NA/L/BhUgxylzwJX+nQGkj7Sj2Ru+RJ7EycYd7HvAARkfMqLS2FSqUasH/F9AnwEImwYvqEAc+1tbXhL3/5iz3CIyIiFxcTE4Pdu3fj8uXLUCqVqKioQFlZGSoqKlBbW+vo8IhoEP3zAi+8sQMvbv0jZHLfIZ0vk/vixa1/xAuZvzfvY16AiIiInAGLIYjILCwsDIWFhfD2Nq0GdPGuDh99q4JaZ7DJ9dQ6A/6tUoWLd02THuRyOQoLCzFhwsAEPBFZb/369VCr1QBMHSFWPDv4io+PsmK+xNwhQq1WY926dYLFSEREREREjsGcAJH7s8wLZMRPwhtzp45onDfnTTN3iGBegIjIeR05cmTQ/T1FECueGPx914POIyIiehB/f3/ExcVh7ty5iIuLg6/v0CZWE5F9WeYFZq9Mw/xXN41onPkpmeYOEcwLEBERkTNgMQQR9ZGQkICjR4+aJz8o7umws0yJi01aQa9T3aTFB2VK8+qPcrkcR48eRUJCgqDXISKTqqoqlJSUAABCAkVYY9HdYSTWLJYiJNC0WmtJSQmqq6utjpGIiIiIiByLOQEi92WZF4gI8MYHSTFWjfdBUgwiAkyvFcwLEBE5H51Oh6NHjw7YP8HPC7MnmrqBzZn4I0zw8xpwzNGjR6HT6WweIxERERHZj2VeIDA0Aos3vW/VeIs3vY/A0AgAzAsQERGR47EYgogGSExMRGlpKYKCTAlxldaIj8+r8O9VKtxT660au1mtx79XqXDgvArtWiMAICgoCCUlJViwYIHVsRPR4PLy8szbK+dL4C0TWTWet0zUp7OE5fhEREREROS6mBMgck+Wn9s3z5sGX6mnVeP5Sj3xpkVnCeYFiIicy1//+le0tLQM2P8/Hg+Fh8iUG/YQifCzx0MHHPPDDz/gq6++snWIRERERGRHlp/b56dkQia3roOLTO6L+SmbBh2fiIiIyN5YDEFEg0pISEBVVRWSk5PN+ypva/H700r8qaINl+5qYTAahzSWwWjEpbta/KmiDTtOK1F5u3dFyeTkZFRXV3P1RyIbKy0tBQBIxMDzcdZNeOix4ClPSMR9xyciIiIiItfHnACR++n53C4VeyBlZrggY66a9RikYo8+4xMRkXM4cuTIoPtXPhHW7/GEYZ1PRERERK6p53O7WCLFU8mvCDLmU8mvQiyR9hmfiIiIyBGEmQ1JRG4pLCwMhYWFOHjwIDZu3IjW1lYYAVy+p8PlezrIxCKE+YkR5u+JMH9P+EhE8PQQodtgRIfOiIa2btMflR4afd9JEoGBgdi1axdSUlIgElm3Qj0RPVxbWxsUCgUAYHKoB3y8hPk35+MlwqTxHqhpMEChUEClUsHPz0+QsYmIiIiIyLGYEyByH5Z5gVnj/BHgJXnEGUMT4CXBzHH+OHdLybwAEZET0ev1+PzzzwfsD/GR4dnHxvTZN/+xYIyVS3FXre2z///9v/+HPXv2QCwW2zJUIiIiIrIDy7xAaNRMePkFCDKul18Axk+LRcOlcuYFiIiIyKFYDEFEDyUSibB69WokJydj//792Lt3L+rq6gAAGr0R15TduKbsHvJ4ERERyMjIwJo1axAcHGyrsInIwtWrV83bk8cL2xQqMtRUDGE0GnH16lXExcUJOj4RERERETkOcwJE7sEyLzBznDATHnrMGheAc7eUzAsQETmRU6dOoampacD+F6NDIfboW4gq9hDhxcdDsa+irs/+pqYmnD59Gj/5yU9sGisRERER2Z5lXmD8tFhBxw6NmomGS+XMCxAREZFDCTsjkojcVnBwMLKyslBbW4vCwkKsXLkS4eHhwxrj8OHDqK2tRVZWFic9ENmRRqMxb8tlwo7tLe3d7urqEnZwIiIiIiJyCswJELk2y7yAn1TY9ZF8pb0rhjMvQETkHI4cOTLo/hVPTBh8//TB9z9oHCIiIiJyLZZ5AZlc2M4NUm9f8zbzAkREROQo7AxBRMMiFouxZMkSLFmyBIBpdaCKigpUV1ejo6MDGo0GMpkMRqMRv/nNb/qcm5iYyJbKRA4gk/VWQKg1DzlwBDotuqd7eXkJOzgRERERETkV5gSIXJNlXkClHXo3l6Fo1+rN28wLEBE5nsFgGLSIIchLgp9OGrwg9aeTxyLQSwJll67P/iNHjiA7OxseHlxbj4iIiMiVWeYFNGqVoGNrO9vN28wLEBERkaOwGIKIrBISEoJFixZh0aJFffbfvXt3wMQHInKMqVOnmre/v20QdOxrjabxRCJRn+sQEREREZH7Y06AyDVYfl6/cKdV0LHP3x+PeQEiIudQXl6OW7duDdi/LHo8JOLBixqkYg8six6Pg+dv9tnf0NCAb775BnPmzLFJrERERERkH5af12/XVAk6dqPiAgDmBYiIiMixuJQHERGRm/P390dUVBQA4PtGAzq6jIKM29FlxPX7xRVRUVHw8xO2pSYRERERERERWc8yL3D+Thta+638PVKtXTpcuNMGgHkBIiJncezYsUH3r3wi7KHnrZw+YdD9g3WZICIiIiLXYpkXaFRcQJdKmIUSulSt5uIK5gWIiIjIkVgMQURENAokJiYCAHR64MvKbkHG/EtFN3T6vuMTERERERERkfPp+dyu1Rtw6MLNRxw9NAfP34BWb+gzPhEROVZRUdGAfX5STyRGjn3oeYlTQuAr9Ryw/8iRIzAahVlch4iIiIgcp+dzu16nRUXRYUHGrCj6BHqdts/4RERERI7AYggiIqJRICMjw7xdcFKHTo11X2B1aow4cqp3JUnL8YmIiIiIiIjIuVh+bt9ZVoN2rXULJbRru/HhmauDjk9ERI5z48aNAfuWRI2HzFP80PO8PMVYEjVuwP7vv/8e3377rVDhEREREZGDWH5uP3koGxp1u1XjadTtOHkoZ9DxiYiIiOyNxRBERESjQExMDJKSkgAATUoj9hdrrRpvf7EWTUpTQUVSUhJmzJhhdYxEREREREREZBuWeYG61k68VVJt1XhvlVSjrrUTAPMCRETObsX00CEeN2HQ/QUFBUKGQ0REREQOYJkXUDbWoTgny6rxinOyoGysA8C8ABERETkeiyGIiIhGidzcXMjlcgBA0TfdOHJS94gzBnfkpA5F35hWkJTL5cjNzRUsRiIiIiIiIiKyDcu8wN7y6/iwrGZE43xYVoO95dcBMC9AROTsvD3FWDR1YMeHwSyeOg7eg3SQOHLkCIxG6zoNExEREZHjWeYFzhbk4+Sh7BGNc/JQNs4W5ANgXoCIiIicA4shiIiIRonIyEhkZ/cmNPYVa7H7cw06NUP7IqtTY8TuzzXYZ9FVIicnB5GRkYLHSkRERERERETC6p8X2Fx6EeuOfYt2bfeQzm/XdmPdsW+xufSieR/zAkREzu2FaePgI/Uc0rE+Uk8snhYyYP+VK1dw6dIloUMjIiIiIjvrnxc4nr0Fn7+3ARp1+5DO16jb8fl7G3A8e4t5H/MCRERE5AyGlv0iIiIit5CWloY7d+7g3XffBWDqEPE3hR4rnpVgwVOe8PESDTino8uIv1R048gpHZqUvYUT27Ztw9q1a+0WOxERERERERFZp39eYG/5dRRfvYM3507FqlmPIcBLMuCc1i4dDp6/gQ/PXEVda6d5P/MCRES99Ho93nvvPRw7dgwtLS12u+ajrJg+YVhjrpg+Af/5XeOA/c8//zz8/f2HNZYQgoKCsGTJEmzduhVi8cCuFUREREQ0PP3zAmcL8nHl9AnMT9mEp5JfhZdfwIBzulStqCj6BCcP5UDZWGfez7wAEREROQsWQxAREY0y77zzDsaNG4fMzEyo1Wo0KY3IPabF/mItJo33QGSoB7ylQKcWuNZowPXbBugsvleTy+XIyclhYoOIiIiIiIjIBfXPC9S1duLXX1Rhc+lFzBznj1njAuArFaNdq8f5O624cKcNWr3BfD7zAkREA2VmZmL37t2ODqMPqdgDyVHjhnXOkqjxkIo9+rzuA8CdO3dw584dIcMbsm+++QbNzc3YtWuXQ65PRERE5G765wWUjXUo3JGJ49lbMH5aLEKjZkLq7QttZzsaFRdwu6YKep3WfD7zAkRERORsPBwdABEREdlfWloaqqqqkJSUZN6n0wM1DQacONeNz8u6ceJcN2oa+hZCJCUloaqqiokNIiIX1t3VhabycnR3dTk6FCIiIiJykMHyAlq9AeduKfGnyjrsOnsNf6qsw7lbyj4TYpkXICIaSK/X48CBA44OY4CkKWPhLxvY8edh/GUSJEaOtVFEI3fgwAEYDIZHH0hEREREQzJYXkCv06LhUjnOff4Ryv5jN859/hEaLpX3KYRgXoCIyPVxvgC5IxZDEBERjVKRkZE4ceIEqqqqsGHDBkRHR0MkEvU5RiQSITo6Ghs2bEB1dTVOnDiByMhIB0VMRERCOL15M/6yahXK3nrL0aEQERERkQMxL0BEJAyxWAxvb29HhzHAyulhIzrv50+M7Dxb8vb2hocHv9YmIiIiEhLzAkREoxPnC5A78nR0AERERORYMTEx5hbubW1tqK2tRVdXF7y8vDB16lT4+fk5OEIiIhKK+vZtNPz1rwCA+v/6L6jv3IF83DgHR0VEREREjsS8ABGR9d544w1s2bLF0WGYzRjrh1/EThzRub+InYgdZTW4dFclcFQjl5mZ6egQiIiIiNwW8wJERKMH5wuQu2IxBBEREZn5+/sjLi7O0WEQEZGN3Pzyy76P//IXRL/yioOiISIiIiJnw7wAEdHIvPXWWzAYDHj77beh1+sfemzUGF9M/ZGPTeIQi0SYNc4fb86bCql4ZJ0UpGIPnP7lfHxYdhXn77RBbzQKHKVJzb121PzQ8dBjPD098bvf/Q5vcbVKIiIiIrtgXoCIyL1xvgC5KxZDEBERERERjRI3S0sHPGZyg4iIiIiIiMg6IpEIWVlZeO655/Dyyy/j+++/f+CxN1rVyJwzBenxkyASiewY5dAFekmx7e+fsMnYRqMRe89dxxvfVz30uMmTJ+M//uM/MHv2bJvEQURERERERDTacL4AuSsWQxARkeCamppQXl6Oixcvor29HVqtFlKpFL6+vpgxYwbi4+MREhLi6DCJiIhGla5793C3vLzPvrvl5ej64Qd4/ehHDoqKiIiI3BHzAkRENFrNmTMHlZWVWLduHf7jP/5j0GO6ug1YV3QepdeasG9pHH7kLbVzlI7zQ6cWa/5cif93ufGhx/3iF79Abm4uAgIC7BQZERERERERjTajLY/N+QLkzlgMQUREVtPr9Th+/DgOHjyIr7/+GvX19Y88Z+LEiZgzZw5Wr16NxYsXQywW2yFSIiKi0av+yy9hNBj67DMaDKj/8ktM/fnPHRQVERERuQPmBYiIiHoFBATg8OHDSEpKwoYNG9DR0THocf/5XSO+aVDi8P+Ix08igu0cpf39/+qa8cp/lqO+rfOBx/j4+GDPnj1YtWqV03bNICIiIiIiItc02vPYnC9A7szD0QEQEZHram5uxvbt2zFlyhQsW7YMBQUFQ3qjCAD19fUoKCjA0qVLMWXKFGzfvh3Nzc02jpiIiGj0utGv5WWP/q0wiYiIiIaKeQEiIqLBiUQipKamory8HHFxcQ88rr6tEz89cAr//NV36O43IcFddBsM+D9//Q4/PXDqoYUQcXFxqKiowOrVq1kIQURERERERIJhHtuE8wXInbEzBI3YaGsTRES9jEYjDh48iI0bN6K1tbXPczKxCGH+Ykz088QEf0/4SETw9BCh22BEh86IW23dqFd1o6FND43eCACoq6vD1q1bsWPHDuTk5HDVJyIiIoFplErc+eabQZ+7ffYstK2tkAYE2DkqInJlzAkQjW7MCxAREQ1NdHQ0zpw5g//1v/4XsrOzBz3GYAR+899X8OX3zTj8P+LxWIDczlHaTp1SjVf+8xxO3/zhoce98cYbeO+99yCTyewUGREREREREbm7h+WxIZMBYWHAxInAhAmAjw/g6Ql0dwMdHcCtW0B9PdDQAGg0AFw7j835AuTuWAxBQzba2wQRkUlDQwPS09NRVFRk3icCEB0swbyJXogOlsDjIW/04kNNX2YYjEZcadahrL4LV5p1MAJQKpVITU3FZ599hvz8fEyYMMHGfxui/z97dx/X9Hnvj/+VhCQQuXMiiDfFIkItoEXaWnHu17MKSFHbc3RnXSvWrgroXJUVV4/f6nmc2m2d2iMe67jRrlXbrj3VrY4iBdquO1bUVqACWo1ipYoIQg13ARKS/P6IJAHDbW4hr+fj4aNJTK7PmzSG5PW53tdFRDTyBUgkWDZ+PLxEIpSkp0Mikdx1H1VTE3RdXWYfr+vqwuerV/cbbkh9fBD561/DOyjIanUT0cjCTICIujEXICIiGhqpVIr//u//xoIFC7By5UrcunXL7P2+/L4Rs7L+gf2LH8DS+yfZuUrrO3K+Bqtyv4GiQ93nfcaPH48DBw4gISHBjpURERERERHRaGcux4ZAAISFATEx+v8KhX0PEB2t/69WC1y8CBQX6/+r0zldjs35AkRshqBBaGhowL59+5CdnY3q6uohPbZ7m6DDhw8jKCgIKSkpWL16Nfz8/GxULRHZ0okTJ7B48WLcvn3bcFvUBAnip8kwTja0iU1CgQAzxkswY7wEjUoNCqqUKLupAgDk5eUhIiICubm5mDdvnlV/BiIiotHmCT8/xNwJJn44c2ZYY/xw7tyA9xFJpXjkd78b1vhENHIxEyAiU8wFiIiIhu/xxx/H2bNnsWLFCnz66adm76PoUGPZh18jJfoW/js+AjLxyDuVq1R3Ie2TSuSUXu33frGxsTh48CAmTJhgn8KIiIiIiIjIJZjLsREVBcTHA+PGDW0woRCYMUP/p7ERKCgAysoAOE+OzfkCREA/rU3k6nQ6HQ4cOICQkBBs3ry5x6QHqUiA4LFu+Mk97ngqwhPPR3khJdobz0d54akIT/zkHncEj3WDVGRcBa57m6Dp06fjwIED0Ol0jvixiGiYioqKEBsba/ig6CURYOUsLzwd6TXkCQ+9jZOJ8HSkF1bO8oKXRP++cfv2bcTGxqKoqMji2omIiEazb1paoLX1Z2uBABN/8hPbHoOInAozASLqjbkAERGR5QIDA1FQUIA//vGPcHPru9Ehu+QqHtr3T1TUNdmxOsuV1zXhoX3/7LcRws3NDdu3b8cnn3zCRggiIiIiIiKyqt45Nry8gJUrgaefHnojRG/jxunHWblSPy6cI8fmfAEi7gxBfeB290Rk6ssvv8QTTzyB9vZ2AEDoODGeifSETGzdnrpwfwnuHeuLdytaIW9Uo729HU888QSKioq4EiTRCNXc3IzLly+js7MTUqkUISEh8Pb2dnRZRKPKVy0t+EN1NdZMmoQficVWH9/D3x8xr72GgDlzrD42ETknZgJE1BtzASIaLuYCRHcTCoX47W9/i0cffRS/+MUvcOXKFbP3O3+rBQ/t+yf+Oz4Cax68F4J+PoM7mk6nw5++/g4vFlaiU6Pt837Tpk3DX/7yFzz00EN2rI6IiIiIiByFuQDZU+8cG6GhwDPPADKZdQ8UHg7cey/w7ruAXO7wHJvzBYjYDEFmcLt7Gqnq6+tRUlKCc+fOobW1FSqVChKJBJ6enggPD0d0dDT8/f0dXeaIU1NTgyVLlhg+KEb4S/BMpCfchLY58SITC/HcA154p7wF527pJz4sXrwYlZWVnChFNEJUVlYiKysLRUVFkMvld/19aGgoYmNjkZqaioiICAdUSHS3kR7EnVcq8R9XruDIc8+hobjYauNOevRRzHn1VbiPHWu1MYnIuTEToJGMuYBtMBcgoqFiLkAjjaMygYcffhhlZWVYs2YN3nvvPbP36dRo8atj5SisqsebS2ZjnExi87qGqlGpwvN/L8XRizf7vd8zzzyDP/3pTyMqbyEiIiLLjPRzL0Q0PMwFyBF659iIiNA3QvSzK6NFZDLgueeAd94Bzp1zeI7N+QLk6tgMQT0UFRX16I7zkgiwdIYnwv0tD1e7t7ufFaDCkW9b0aLSGbYJOnr0KGJjYy0+BrkWjUaDY8eO4eDBgzh16hSuX78+4GMmT56MRx55BM8++ywSEhIgEg1tMo+r0el0SElJMUyE6l750VYTHrq5CQVYPtMLb33TAnmjGrdv30ZycjJyc3OdevUrIldXVVWFtWvXorCwsN/7yeVyyOVy7N27F3FxccjMzERwcLCdqiQyGm1BXKtGgwd+9zvcLipC2c6d0KpUwx5LKJEgKj0doU8/zd+9RC6EmQCNNMwFbI+5ABENBXMBGkmcJRPw9vbGO++8g/j4eKxduxZtbW1m73f04k2cyfoc7/7bg/j/pvrZrJ6h+uLqLSz/awlqWjr6vI+npyf+9Kc/ISkpyY6VERERkaM4y+csIrI/5gLkKL1zbMOOELZqhOjm5gYsXw689RYglzs8x+Z8gZGJC31Zh3X3MacRzdx29+kxvlaZ9GAq3F+C9BhfhI7Tb8nTvU3QiRMnrHocGr0aGhrwhz/8AdOmTcOSJUtw+PDhQU14AIDr16/j8OHDWLx4MaZNm4Y//OEPaGhosHHFI9fBgweRl5cHQD8Ryh4THrq5CfXH85Toj5eXl4dDhw7Z5dhENHQ5OTmYOXNmj2BDLAJCJwsR/6Ab/nWeG+IfdEPoZCHEJvPNCgsLERkZiX379jmganJVVVVViI+PR2RkJPbu3Ws2jAdgCOEiIyMRHx+PK1eu2LnSoRMIBAh75hnE/+Uv8B5maOgdHIz4999H2DPPMNggciHMBGgkYS5gP8wFiGiwzOUCEpEQD030xfNRQdgwZxqejwrCQxN9IREZT00xFyB7c8ZMQCAQYMWKFSgrK8Ps2bP7vF9NSwf+5cCX2PqPb9Gl1dqsnsHo0mqx5fPz+OmBE/02QkRHR6O0tJSNEERERC7AGT9nEZH9mMsFRGIJJoc/iAeffA7znn4BDz75HCaHPwiR2HjegbkAWYNpjg0vL/s0QnRzc9Mfz9MTgONzbM4XcH4ajQa5ubn42c9+hilTpiAgIACPP/44Nm7ciP/6r//CH/7wB/zXf/0XNm7ciMcffxwBAQGYMmUKfvazn+Hjjz+GRqNx9I/glLgzBAHgdvc0Muh0Ohw8eBDr169HU1NTj7+TigSY5C3CZC83TPR2wxixAG5CAbq0OrSpdbjR3IXrLV2oadagU6MDAFRXV2Pz5s3Yvn07MjIysGLFCv4CN9HQ0ID169cbri+d4QmZ2L49dDKxEEtneOLA2RYAwPr16/H444/Dz895Vr4iImDbtm3YunWr4bq/rwDL5ovxWJQbxrjf/b7a1qHDZ2VdOHxcjXqFDkqlEsnJyairq8PLL79sz9LJBeXk5CAtLQ1KpdJwm1gE3BsoxL0ThJBJAWUn8N1NLb6r1UJ953tkdxCXkZGB1atXO6j6wRt7331Y+L//i8Knn4aijxMO5viGhiLuvffg5uFhw+qIyNkwE6CRgrmAfTEXIKLB6p0LBPl4ID1mOpJmToGPu/iu+zd1qHGo/Bp2Fl9CdVM7cwGyG3OZgEQkxKwAb8wM8IGXxA0tqi6U1zXhbF0zVBp9w4G9MoHp06fj5MmT2Lx5M15//XWz99EB2PZ/F/HZd7fw3r89iCBfmc3q6Uu1Qomn/3oGxdd+6Pd+6enp+N3vfgeJxLoN1kTkXJqbm3H58mV0dnZCKpUiJCQE3t7eji6LiOzM3OcskViCwNCZmDA9ElKZFzqVLbh5qQK18nJo1PqVqkfauRciMq93LuAbGIT5SWmYnfgM3L187rp/R0sTSvPexfFDu6CorWYuQBbpnWNj6VJAZufvyjKZ/rgHDgBwjhyb8wWcT0NDA/bt24fs7GxUV1cP6bHdC30dPnwYQUFBSElJwerVq3muxASbIYjb3dOIUFNTg5SUFGMXJwABgDA/MWImuyPMTwxhP6+b6EApAECr0+FigxrF1ztwsUENHQCFQoGVK1fiww8/RE5ODiff3LFv3z7D5JKoCRKrrwg7WBH+EkRNkKDspgoKhQL79+/Hpk2bHFILEd0tJyenR7CR+LAbViVI4CHt+z15jLsAS+aKETvbDfvzVcj7qgsAsGXLFvj7+yM5OdnmdZNrcrXGHYFQiNaamiE9prWmBgKRaOA7EtGowUyARgrmAvbHXICIBqN3LpAaPRU74iLgKen79JOPuxjrHg7GygfuwcbCSmSVXAXAXIBsa6Q07UgkEuzcuROxsbFYsWIF6uvrzd6v+NoPmJX1Of728zn4l3vH26ye3v7x3S386wen0dTZ1ed9/P39cfDgQcTHx9utLiKyr8rKSmRlZaGoqMjsyu+hoaGIjY1FamoqIiIiHFAhEdkTJ0ETubbeucCcZclI2PAapDLPPh/j7uWDmKfWInrJCuRnbMLpwzkAmAvQ8Jjm2IiKAsLDHVNIRIT++GVlTpNjc76Ac+hvoS9IpcCkScDkycDEicCYMfrdRrq6gLY24MYN4Pp1oKYG6OwEwIW++mLfpbzIKXG7e3J2J06cQGRkZI8JD1ETJHhpni+ej/LGjPGSfic8mBIKBJgxXoLno7zx0jxfRE0wnsjPy8tDREQETpw4YfWfYaTRaDTIysoCoJ9cEj/N/qtLmYqbJkP3/+GsrCxu90TkJKqqqpCWlma4vvpxCX79pLTfRghTHlIBfv2kFKsTjO/FaWlp3A6XbMJc4072eg8smSs22wgBGBt3std7IPFh40SeLVu2ICcnx+Y1W6q2uBhdbW1DekxXWxtuFhfbqCIickbMBGgkYC5gf8wFiGgweucCr8dFIHPRA/02QpjylLghc9ED2BlrPEnNXIBswVzTTuXax7Du4WCzjRCAsWmncu1jSI2earjdXplAfHw8zp49i7i4uD7v09TZhSc/OI2WTrXN6wGAlk41nni//0aI+Ph4lJeXsxGCaJSqqqpCfHw8IiMjsXfvXrONEAAgl8uxd+9eREZGIj4+nr/biUYxc5OgN3xYhpin1ppthACMk6A3fFiGOcuME55HyrkXIjLqnQs8/pvteHLzG/02QpiSyjzx5OY38HjaHw23MRegoTDNsSEQAI7+LhoXp68DzpFjc76A49XU1GDx4sVYuXKlsRFCIADuuw/45S+BV14B1qwBFi8GoqP1t4eE6P8bHa2/fc0a/f1++Uv97XdeY90LfS1evBg3btxw4E/pHNgM4eKcabv7buvXr0dDQ4NdayDnVVRUhNjYWMMqpV4SAVbO8sLTkV4YJ7OsC3GcTISnI72wcpYXvO5Mvrl9+zZiY2NRVFRkce0jWX5+Pr7//nsA+lU2LX2uLeUnEyFsnP6kVHV1NT755BOH1kNEemvXrjVsd5v4sBuW/tj8yeOBLJ0vNkw0VyqVWLNmjdVqJAJct3Hn2jA/zwz3cUQ08jAToJGAuYBjMBcgosEwzQVSo6fiN3NDhjXOizHTDZPNmQuQtY3kpp0JEyYgPz8fO3bsgFhsPndr7uzC6ZrbNq8FAE7X3EaLynwjhFgsxs6dO3Hs2DEEBATYpR4isq+cnBzMnDkThYWFhttEYgkmhz+IB598DvOefgEPPvkcJoc/CJHYmKMWFhYiMjIS+/btc0TZRGRDnARNRKa5wJxlyZi/fMOwxpmflGZojmIuQENhmmMjLAwYN86xBfn56euAc+TYnC/gWOYW+kJUFPDSS8DzzwMzZgDCQZ6XFQr193/+ef3jo6IMf8WFvvTYDOHinG27ewCGbYKIvvzySzzxxBNob28HAISOEyM9xtfqr9NwfwnSY3wReuekent7O5544gmX/gVx4MABw+WYye4OrMRo7hRjHW+//bbjCiEiAEBFRYXhpIe/rwCrEix7b16VIIG/r34CWmFhISorKy2ukaibKzbuaNVq1PzjH8N67PXPP4dWbZ9VJYnIsZgJkLNjLuA4zAWIaCCmuUCQjwd2xEVYNN6OuAgE+XgAYC5A1jXSm3aEQiHS09NRXFyM8ePHm71PoKd9fldP6OM4/v7+KC4uxosvvgjhYE/iE9GIsm3bNqSkpBjeT30Dg7D4txl4+dMa/OpQMZZuzcai9J1YujUbvzpUjJc/rcHi32bANzAIgP59Mzk5Ga+++qojfwwisjJOgiZybaa5gG9gEBI2vGbReAkbXjN8dmAuQINlmmMjJsZxhZiaO9dw0ZE5NucLOFbvhb7g5QWsXAk8/bTlTTvjxunHWblSPy640BfAZgiXxu3uyZnV1NRgyZIlhgkPEf4SPPeAl81WKZWJhXjuAS+EjzdOfHDlLYROnToFAJCKBAjzG96EUWu7z08MqUj/LnH69GkHV0NE2dnZhsvL5osHvcJ+Xzykgh4T1E3HJ7KEqzbu1H31FVTNzWb/bvJjj2HRsWOY/NOfmv17VXMz6r7+2pblEZETYCZAzo65gGMxFyCigZh+b0+PmT7oVfb74ilxw4smk9SZC5A1jKamncjISHR2dt51+1RfGe4f72WXGsLHexl+flMdHR2IjIy0Sw1EZH85OTnYunWr4fqcZcnY8GEZYp5aC3cvH7OPcffyQcxTa7HhwzLDBGcA2LJlC3JycmxeM1FzczNKS0tx8uRJlJaWormPrJyGj5Ogicj0e/v8pLRB7wrTF6nME/OTNpgdn6gv3Tk2pFLDjgwOd999+nrg2Byb8wUcp/dCXwgNBdLTgfDw/h84VOHh+nFDQwFwoS82Q7gwbndPzkqn0yElJcXQGRc6ToxnIj3hJrRsou1A3IQCLJ/pZVgJ8vbt20hOToZOp7PpcZ1NfX09rl+/DgCY5C2CUGDb532whAIBJnnp36euXbuGW7duObgiItfW3U0sFgGPRVk24aHbgtluEIt6jk9kKVdt3DG3daVQIsFDW7Zg/u7d8A4Kwvz/+R88+PLLEErubhDh1peOwZN0ZE/MBMiZMRdwLOYCRDQY3d/bJSIhkmZOscqYK2bdA4lI2GN8IkuMpqadTz/91Ox3xH+7LxACO/2uFggE+LcZE++6vbm5GZ999pldahjNmAmQM6qqqkJaWprh+uO/2Y4nN78x6MmOUpknntz8Bh5P+6PhtrS0NFy5csXqtRJVVlZi3bp1CAsLg4+PD6KjoxETE4Po6Gj4+PggLCwM69at4yR7K+EkaCLq/t4uEkswO/EZq4w5O3E5RGJJj/GJ+mKaY2PSJMBZdioUCvX1wLE5NucLOEbvhb4QEQE89xwgs9GidDKZfvw7jRauvNCXk7wDkCNwu3tyVgcPHkReXh4AwEsisMuEh25uQv3xPCX64+Xl5eHQoUN2ObazKCkpMVye7GWdCc7WMsnbWI9pnURkX83NzZDL5QCAewOFGONunffoMe4CTJ2g/3gql8vR0tJilXHJtbli445Wo8H1zz/vcZvPtGlY+MEHmP7UU4ZJEgKBAKG/+AUWfvABfKZN63H/6599Bi1XZbcLnqQjR2EmQM6MuYBjMRcgooGY5gKzArzh426dHWR83MWYGeANgLkAWcdoato5cuSI2duX3n93c4ItLTXTDAH0XR/1j5kAObu1a9dCqVQC0O8IMX/5hmGNMz8pzbBDhFKpxJo1a6xVIhGqqqoQHx+PyMhI7N271/A5tTe5XI69e/ciMjIS8fHxbMqxECdBE7k201wgMHRmn7tFDZW7lw8mTNfvOsdcgAbSIx+ePNlxhZhzpxkCcEyOzfkCjtF7oS+EhgLPPAO42fg8i5sbsHy5YYcIV13oi80QLozb3ZMzamhowPr16w3Xl87whExs37cqmViIpTOMKxesX78eDQ0Ndq3Bkc6dO2e4PNHbeSc9MPwncpzLly8bLt87wbrv0cGB+vF0Ol2P4xANh6s27rTX1aGjsdFwPeTnP0f8Bx/A986X3958Q0MR/8EHCPn3fzfc1tHYiPa6OpvX6sp4ko4cjZkAOSvmAo7HXICIBmL6fX1mgHUmPHSbdWc85gJkqdHUtKNWq3H06NG7bp/o5Y5HJv/I5sc3NXfKjxDoeXcz9dGjR9HV1WXXWkYyZgI0ElRUVKCwsBAA4BsYhIQNr1k0XsKG1+AbGAQAKCws5Od5soqcnBzMnDnT8FoF9JPzJ4c/iAeffA7znn4BDz75HCaHP2iYZA/oX4ORkZHYt2+fI8oe8TgJmohMv693/7u1lsDQmQCYC9DATHNsTLTvQgEDMmmGcMTnXs4XcAzThb7g5WWfRohubm7643nqz2254kJfbIZwUdzunpzVvn370NTUBACImiBBuP/d2zDZQ4S/BFET9MdWKBTYv3+/Q+pwhNbWVsPlMWLneG/oZlpPW1ubAyshcm2dnZ2GyzKpdcf2MHnb7+josO7g5HJctXHHIyAAUxcvhk9ICOZnZODhrVvh5uHR72PcPDzw8H/+J368axd8QkIwdckSyCZMsFPFrsfcSTqxCAidLET8g27413luiH/QDaGThYZdSACepCPrYSZAzoy5gOMxFyCigZjmAl4S657Q85QYPwAzFyBLjKamnX/+85/44Ycf7rr9X+8LtPtneaFAgH+9L/Cu2xsbG/HPf/7TrrWMVOYyAYlIiIcm+uL5qCBsmDMNz0cF4aGJvoZdSABmAmR/2dnZhsvzk9IglXn2c++BSWWemJ+0wez4RMOxbds2pKSkGHYv8Q0MwuLfZuDlT2vwq0PFWLo1G4vSd2Lp1mz86lAxXv60Bot/m2FoylEqlUhOTsarr77qyB9jROIkaCIyzQWkMi+rji3xMH7mYC5A/THNsTFmjOMKMcekHkfk2JwvYH+9F/rC0qWATGbfImQy/XHvcLWFvpxraS+yG2ff7v6KQr96TElJCRYuXOjgisheNBoNsrKyAAACAPHT7PwLoZe4aTJ8c1MFHYCsrCxs3LgRIpFowMeNdCqVynDZTehckx5M6zH9ckVE9iWVGjsglFb+p9hufAuCu/vdq8wRDYWrNu4IRSLEvDa8ldruiYvDPXFxVq6ITG3btg1bt241XPf3FWDZfDEei3Izu3tJW4cOn5V14fBxNeoVOsNJurq6Orz88sv2LJ1GEWYC5KyYCzgH5gJENBDTXKBFZd2V4FtVGsNl5gJkidHUtHP48GGzty+73zErXy67fyL+dOa7u24/fPgwHnvsMQdUNHL0zgSCfDyQHjMdSTOnmN29pKlDjUPl17Cz+BKqm9qZCZBdFRUVAdCvsj878RmrjDk7cTmO7XoJGrXKMD7RcOTk5PR4P52zLBkJG17rt2nH3csHMU+tRfSSFcjP2ITTh3MAAFu2bIG/vz+Sk5NtXvdowUnQRGSaC3QqrbuLi6rdOMGduQD1xzTHttvq+4NlUo8jcmzOF7CN+vp6lJSU4Ny5c2htbYVKpYJEIoGnpycqKysNC30hKgoID3dMkRER+uOXlRkW+tq0aZNjarEzJ3sXIHsZSdvdc+KD68jPz8f3338PAAjzE2OczLETDPxkIoSNE+NCoxrV1dX45JNPkJiY6NCa7EEiMc7u7NLqHFjJ3UzrMf1yRWRNzc3NuHz5Mjo7OyGVShESEgJvb29Hl+VUQkJCDJe/u6m16thXavXjCQSCHschGg427pCz6X2SLvFhN6xKkMBD2vdE0zHuAiyZK0bsbDfsz1ch7yv9ZDOepCNLMBMgZ8VcwDkwFyBXx1xgYKbf18vrmqw69tk74zEXIEuNlqYdjUaDv/3tb3fdPl4mwfx7/Gx67L7MDxoHP5kEDUpVj9v/9re/4Y033nCJ5tHh6J0JpEZPxY64CHj206zj4y7GuoeDsfKBe7CxsBJZJVcBMBMg22tuboZcLgegX6Xd3cs6O+y4e/lgwvRI1JwvgVwuR0tLC7y8rDuRmka/qqoqpKWlGa4//pvtmL98w6AfL5V54snNb2DclGk4tuslAEBaWhoWLFiA4OBga5c7KnESNI1mzAQGx/T7+s1LFVYdu1ZeDoC5AA3MNMdGl3W/91vMpB7m2KPDAw88gBs3bgzuzkolcP48cN99gFA48P2tLS4O+OYbQKdzqYW+HPBMkzPgdvfkjA4cOGC4HDPZOb7Yzp1irOPtt992XCF25OlpXG2hTe1ckx5M6xnjbFuc0YhWWVmJdevWISwsDD4+PoiOjkZMTAyio6Ph4+ODsLAwrFu3DpWVlY4u1Sl4e3sjNDQUAPBdrRZtHdZ5r2jr0OHqneaK0NBQngQhi7Fxh5xJ75N0qx+X4NdPSvtthDDlIRXg109KsTrBGOylpaXhypUrVq+VRj9mAuSsmAs4B+YC5IqYCwyNaS5wtq4ZTR1qq4zb1KFGeV0zAOYCZLnR0rRz4sQJ1NfX33X7k/cFQjSMHZx0Oh0+/+4Wdp28jM+/uwWdbui/692EQjwZFnjX7XV1dSguLh7yeK6gdybwelwEMhc90G8jhClPiRsyFz2AnbHGlSWZCZAtXb582XB5wvRIq44dGDoTgP79yPQ4RIO1du1aKJVKAPodIYbSCGFqflIa5izTN5UplUqsWbPGWiWOepwETaMNM4GhM80FauXl6GixzneujpYmw/sKcwEaiGmODWc7n2RSD3PskaexsfGu2wbdCAEAFy8Cb70FvPYa8Pnn9n99+vkBYWEAYFjoyxWwGcJFcbt7ckanTp0CAEhFAoT53b0dsCPc5yeGVKR/TZ4+fdrB1dhHuMk2TTeanatztsaknoiICAdWQqNFVVUV4uPjERkZib179xpWOupNLpdj7969iIyMRHx8PE8yAYiNjQUAqDXAZ2XWea/4tLQLak3P8YkswcYdciamJ+kSH3bD0h8P7/Pu0vliJD6snyzBk3Q0XMwEyFkxF3AOzAXIlTAXGL7u7+0qjRaHyq9ZZcyDZ7+HSqPtMT7RcI2Wpp0jR46YvX3pjIlDHutWWycW/+UUHjt4Ar8prMRjB09g8V9O4Vbb0D93L73f/PH7qtfVmWYCqdFT8Zu5w5vc+WLMdKRGTwXATIBsy/T7uFRm3fc5iYdx0lpHR4dVx6bRr6KiAoWFhQAA38AgJGx4zaLxEja8Bt/AIABAYWEhJzoPEidB02jBTMAy3d/bNWoVSvPetcqYpXnvQKNW9RifqC+mOTaGMlHdHmpqDBeZY48cOp0OBw4cwJw5c+7+S6kUCA4GfvIT4KmngOefB1JS9P996in97cHB+vt1u30byM8H/vhH4MwZYBgLUgzb3LmGi66y0BebIVwUt7snZ1NfX4/r168DACZ5iyAUOMeEHKFAgEle+m2Crl27hlu3bjm4ItuLjo42XL7e4ryTHkzrJBqOnJwczJw50xCaAoBYBIROFiL+QTf86zw3xD/ohtDJQohNdgsrLCxEZGQk9u3b54CqnUdqaqrh8uHjarR3WvZ5or1ThyNfGk9Km45PZAk27pAzMD1J5+8rwCqT3R2GY1WCBP6++s/LPElHw8FMgJwRcwHnwVyAXIW5XEAiEuKhib54PioIG+ZMw/NRQXhooi8kIuOpFOYCeqbf23cWX0KryrL3i1ZVF14/aVwdmrkAWcNIb9rRarX461//etftvu5i/Mu944c01mdXbmFm1ufIu1TX4/a8S3WYlfUPfHZlaJ9xfnrvePhI797V4K9//euwdpsYzUwzgSAfD+yIs2wizI64CAT5eABgJkC2Y/p9vFPZYtWxVe3G3Srd3Z1jR0AaObKzsw2X5yelQSrz7OfeA5PKPDE/aYPZ8al/nARNI525TEAklmBy+IN48MnnMO/pF/Dgk89hcviDEImNeTozASPT7+3HD+1Cp7K1n3sPrFPZiuOHMsyOT2ROj3z4zrkFp2HSDMEce2SoqanB4sWLsXLlSjQ36xfBgEAA3Hcf8MtfAq+8AqxZAyxeDERH628PCdH/Nzpaf/uaNfr7/fKX+tu7z3O1twMffKDfLaLJuruX9um++wyNGa6y0BebIVwUt7snZ1NSUmK4PNlrcNsC28skb2M9pnWOVv7+/pg8eTIAoKZZA62TnLjQ6nSoadHPPJ0yZQrGjx/ayR4iU9u2bUNKSophNS5/XwHWLpbg/f8nw/+s9UDav0mRkihF2r9J8T9rPfD+/5Nh7WLjxFOlUonk5GS8+uqrjvwxHCoiIgJxcXEAgHqFDvvzVQM8on/781WoV+jfb+Li4np28RNZgI075AxMT6Itmy+Gh9SyCb4eUkGPnSV4ko6GipkAOSPmAs6DuQC5gt65QJCPB/YkzER9egK+Wv0o9i+Jwq6Fkdi/JApfrX4U9ekJ2JMw0zD5lLlAz1yguqkdGwstm4y7sbAS1U3tAJgLkPWM9Kadr7/+2tAsampJ2IQeTVr9UWu02PTpOcQeOoGbreZ3gKht7UDsoRP4j0/PQX2n0WMgEpEQS8IC77r92rVr+Prrrwc1hqsw/c6eHjMdnhLLPut6StzwosnOEswEyBZCQoyvse5V2q2lVl4OABAIBD2OQzQYRUVFAPQTlmcnPmOVMWcnLjdMdO4enwbGSdA0kvXOBHwDg7D4txl4+dMa/OpQMZZuzcai9J1YujUbvzpUjJc/rcHi32YYdpJhJqBnmgsoaquRn7HJovHyMzZBUVsNgLkADY5pjo2aGkA7uO+zNqfVGpohmGOPDCdOnEBkZCTy8vKMN0ZFAS+9pN/5YcYMQDjIqfZCof7+zz+vf3xUlPHvvv0WeP114LvvrPsD9FXHpEkAXGehLzZDuChud0/O5ty5c4bLE72dd9KDq6yw88gjjwAAOjU6XGywzvbhlrrQoEanRj8Bw+x2VESDlJOTg61btxquJz7shuz1HlgyV4wx7uYnp45xF2DJXDGy13sg8WHje8KWLVuQk5Nj85qdVWZmJmQyGQAg76suHDk+vPeLI8fVyPtK//tfJpMhMzPTajUSsXGHnEH3STSxCHgsyjqfdRfMdjPsXMSTdDRUzATIGTEXcC7MBWg0650LpEZPReXax7Du4WD4uIvNPsbHXYx1Dwejcu1jSI2eariduYAxF8gquYrXiy8Na5zXiy8hq+QqAOYCZF0jvWnn8OHDZm9fNmPioB5/5XYbfvzWcfzxxCUM1NqoA/DaiUv48VvHceV226DGX3a/+Tr6qttVdX9nl4iESJo5xSpjrph1j6EhhpkA2YK3tzdCQ0MB6JsXOlqss3ppR0uTobkiNDQUXl5eVhmXXENzczPkcjkAIDB0Jty9fKwyrruXDyZMjwQAyOVytLRYdzeU0YqToGmk6p0JzFmWjA0fliHmqbV9vq+4e/kg5qm12PBhGeYsSzbc7uqZANAzFzh9OAfHD+0a1jjHD+3C6cP655K5AA1Fd46Nzk7g4kXHFtPtwgV9PWCOPRIUFRUhNjYWt2/f1t/g5QWsXAk8/TQwbpxlg48bpx9n5Ur9uIB+l4h9+4A7n2tt6k4zBOAaC32xGcJFcbt7cjatrcaVAsaILVsp19pM62lrG9xJgJHu2WefNVwuvt7hwEqMTl4z1rFy5UrHFUIjWlVVFdLS0gzXVz8uwa+flA56hW4PqQC/flKK1QnGrTDT0tJw5coVq9c6EgQHB2PXLmOgsS9fhT0fdQ565f32Th32fNSJfSaT0zMyMhAcHGz1Wsm1sXGHHMn0JN29gcI+G++Gaoy7AFMn6L/S8yQdDRUzAXJGzAWcC3MBGq165wKvx0Ugc9EDg16l21PihsxFD2BnrHFiDnMBYy6QXnQOaz7+ZtCr77equrDm42+QXmRsiGMuQNY2Upt2dDodjhw5ctftnhI3xE7zH/Dxf6m4jgey/oGvam4P6bhf1dzGA1n/wF8q7t6Rore4af5m3z+PHDkCnZPsLOVoppnArADvPpvuhsrHXYyZAd4AmAmQ7cTGxgIANGoVSvPetcqYpXnvQKNW9RifaLAuXzbuztTdvGAtgaEzAeh//5oeh/rHSdA00vTOBB7/zXY8ufkNSGWe/TzKSCrzxJOb38DjaX803ObKmQBwdy5wbNdL+Oj36wa9W0ynshUf/X4dju16yXAbcwEaCtMcG8XFjivE1MmThovMsZ3bl19+iSeeeALt7fqFLxAaCqSnA9ZuygwP1497p+EcajXw9tu23yHCpBnCFRb6YjOEi+J29+RsVCrjRFg3oXNNejCtp7PT/DbSo01CQgKCgvRb/F1sUKNRqXFoPQ1KDS426ieuBgUFYeHChQ6th0autWvXGra7THzYDUt/PLyTT0vniw07RCiVSqxZs8ZqNY40ycnJeOWVVwzX877qQsrudhwtVqOtw/zni7YOHY4Wq5Gyu90wsRzQb0m6evVqm9dMroeNO2RNzc3NKC0txcmTJ1FaWorm5uZ+72968uzeCdb9Ch4cqB+PJ+loqJgJkDNiLuBcmAvQaGWaC6RGT8Vv5oYMa5wXY6YbdohgLtAzF8gquYqIP32GPaer0NRhvhG9qUONPaerEPGnzwyTywHmAmQbI7Vp55tvvsF3Zk6KLwoNgLubqM/Htaq68NzRUjz91zNo6edn7P4+YE6LqgtP//UMfnm0tN/nyd1NhMTpAXfdfuXKFZw9e7bPx410Q8kFTL+rzwywzgrm3WbdGY+ZANlKamqq4fLxQ7sGPamxL53KVhw/lGF2fKLBMP0+LpVZd1cRiYdxInRHh3MsCDAScBI0jTSmmcCcZcmYv3zDsMaZn5Rm2CHC1TMB4O5c4PThHGT8LArF7+/tc3epjpYmFL+/Fxk/izI0QwHMBWjoTHNsXLwINDY6tqCGBsMOFcyxnVtNTQ2WLFlibISIiACeew640+hpdTKZfvzuRgu1GnjrLaDJOrvwmTVmjOGiKyz0xWYIF8bt7smZSCTGVda7tM4xEaebaT1SqdSBldiPSCRCSkoKAP322AVVSofWU1ilNGzjnZqaCpGo75M9RH2pqKhAYWEhAMDfV4BVJrs7DMeqBAn8ffWTogoLC12ii7YvW7ZsQXZ2tmH1l3qFDpkfq/DU75T49d527PprJ7I+7sSuv3bi13vb8dTvlMj8WIV6hf5ftkwmQ05ODl5++WVH/hg0yrFxhyzx7bffYt26dQgLC4OPjw+io6MRExOD6Oho+Pj4ICwsDOvWrTP7u8D0JJ3Myh8lPUx+lfEkHQ0VMwFyNswFnAtzARqNTHOBIB8P7IiLsGi8HXERCPLxAMBcoHcuUN3Ujhc+qYD/znw8tO8LrPp7GTZ8Uo5Vfy/DQ/u+gP/OfLzwSQWqm/QnG5kLkK2NxKYdc7tCAMDSGRP7fExprQKzs/+Bt7/5vs/7SCQSZGRkoLq6Grt27YJY3PdiMW998z2ic75Aaa2iz/v0VU9f9Y9Uw80FTDMBr0HuQjRYnhLj5yFmAmQLERERiIuLAwAoaquRn7HJovHyMzZBUVsNAIiLi0O4tVdbpVHP9Pt4p9K6O+Ko2o2T993d3a069mjHSdA0UphmAr6BQUjY8JpF4yVseA2+gfoJ2K6eCQB35wKK2mrkbk/Dqwsm4Y3lc3HklRTk7ngRR15JwRvL5+LVBZOQuz3N8NmAuQANl2mODZ0OKChwbEGFhfo6wBzbmel0OqSkpOD27Tu7aYaGAs88A7hZ93v7XdzcgOXLjTtEtLcDR44YXjM2Od4drrDQF5shXBi3uydn4ulpXG2hTe1ckx5M6xlj0jE32q1evRq+vr4AgLKbKpyrV/X/ABuprFeh7Kb+2L6+vli1apVD6qCRLzs723B52XwxPKSWrTbrIRX02FnCdHxXlJycjIqKCsPJEQBQa4BLNVoUnOnCR8VdKDjThUs1WqhNFpWNi4tDRUUFw02yCzbu0HD9f//f/4e9e/dCLpeb/Xu5XI69e/ciMjIS8fHxPbZENj1Jp7RyxtBu8vGMJ+loqJgJkLNhLuB8mAvQaGP6vT09Zjo8LZyU6ilxw4smO0swF7g7F1BptDhzQ4E3y6qx+/QVvFlWjTM3FFBptIb7MBcgexlJTTs6nQ6HDx++63YPNxESQu7eiUGr02HXyct4ZP8/cemHvlf6Cw0NxalTp7B+/XoIhUJs2LABp06dQmj3SXgz5I2teGT/P7Hr5GXozJycT5geAHe3u083j7ZmiOHmAqaZQH87dQxHq8oYsjITIFvJzMw0vG+ePpyD44d2DfAI844f2mWY8CyTyZCZmWm1Gsl1hIQYP3vfvFRh1bFr5eUAAIFA0OM4NDicBE0jgel39vlJaZDKPPu598CkMk/MT9pgdnxXZS4X0KhVqDlfgjMfvYXiv+zBmY/eQs35EmjUxpyRuQBZyjTHRlkZcO5cv/e3mcpK/fHBHNvZHTx4EHl5eforXl72aYTo5uamP173ObFvvwVKSmxzrC5jDuEKC32xGcKFcbt7ciamq3/caLZuIGypGpN6IiIsWzFuJPHz80NGRobh+pFvW6FU609Utqq0uNCgwhdX21FYpUT+JSUKq5T44mo7LjSo0KrS9jHq0CjVWhz51rgSx+7du+Hn52eVscn1FBUVAQDEIuCxKOt8iF0w2w1iUc/xXVlwcDAKCgpQUVFhWClNIOjZdCIQCHqslFZQUMDtbsmu2LhDlhCLgNDJQsQ/6IZ/neeG+AfdEDpZaPhdAOhXAIqMjMS+ffsA9DxJ991N63xG6nalVj8eT9LRcDATIGfDXMD5MBeg0ab7e7tEJETSzClWGXPFrHsgEQl7jO/KmAuQsxspTTvnz5/HxYsX77p9YYg/xvRq5Kpv68Si907hN4WVUPezu9Yvf/lLlJSUICoqqsfts2fPRklJCZ577rk+H6vW6vCbwkos+ssp1Lf17PL3lLhhoZkGjW+//Rbnz5/vc8yRSiIS4qGJvng+Kggb5kzD81FBeGiir+F3AdAzFzD9rl5eZ3517OE6e2c8ZgJkS8HBwdi1y9gAcWzXS/jo9+vQqWzt51FGncpWfPT7dTi26yXDbRkZGfzdT8Pi7e1taOCrlZf3uevAUHW0NBmaK0JDQ+Hl5WWVcV0NJ0GTs+v+zi4SSzA78RmrjDk7cTlEYkmP8V0dcwFyhN45No4cAZR23ulYqdQf9w7m2M6roaEB69evN96wdClwp6HTbmQy/XG7/f3vQFvfi1sMm8mYrrDQl53aWcgZdW8TtHnzZsN2909HOu6LHbe7d23R0dGGy9dbnHfSg2mdrmDFihX48MMPkZeXhxaVDjuKFRAJBGjqHHhSg49UiCAfN0RPlOI+PzGEgqGtwt+l1eGd8la0qvTvDIsWLUJSUtKwfg6i5uZmw6pd9wYKMcbdsl0huo1xF2DqBCEu1Wghl8vR0tLCkBT6CWJ79uwBoH/uq6qq0NHRAXd3d4SEhPA5IofrDuIqKyuRnZ2NoqIiyOXyHiscCgQChIaGIjY2Fqmpqdy23cX5+wqwbL4Yj0W5mf0d0tahw2dlXTh8XI16hQ5KpRLJycmoq6vDyy+/jNDQUMjlcnxXq0Vbh84qv4faOnS4eqe5gifpaDiYCZCzYS7gnJgL0GhhmgvMCvCGj7t4gEcMjo+7GDMDvHHmhoK5gAnmAuTMRkIm0NeuCsvun9jjelFVPZL+VoK6tr63IfT29kZ2djaeeuqpPu/j6emJP//5z4aft7m52ez9jl2qw6ysz3HoX6OxINjfWNeMifjoQq3Zn+P+++/v87gjSZCPB9JjpiNp5hSzv0OaOtQ4VH4NO4svobqpvUcu0J0JnK1rRlOH2iq/g5o61Civ0/9/YiZAttb9Wt66dSsA/Q4RF08UYH7SBsxOXA53L5+7HtPR0oTSvHdw/FCGYeV3ANi2bRsnPJNFYmNjIZfLoVGrUJr3LmKeWmvxmKV57xgm58fGxlo8nisbCZ+zyDWZZgKBoTPN/u4aDncvH0yYHoma8yXMBHphLkD2Zppjo6UFePdd4Lnn7LPaf1cX8M47QKu+YZg5tnPbt28fmpruNNVGRQGO+iwSEaE/flkZ0N4OnD4N/PSn1j1GTY3J4Ub/Ql9shnBxq1evxvbt26FQKFB2U4VZASqE+0vsXge3uyd/f39MnjwZ169fR02zBlqdbsgnyW1Bq9OhpkW/QuqUKVMwfvx4B1dkX42NjYiMjER+fj60Wu2dCQh9ry5lqqlTi/J6FcrrVRjrLsQjk90xZ5IUYyQDb0qkn/DQgks/6FeGHTt2LLKzs+/qGCcarMuXLxsu3zvBuhtjBQfqmyF0Oh0uX7581+pqrs7b25vPCTktBnFkzsGDB3tcT3zYDasSJPCQ9v05ZIy7AEvmihE72w3781XI+0o/aXbLli3w9/c3nKRTa4DPyrqwZK7lEx8+Le0y7F7Ck3Q0XMwEyJkwF3BOzAVotDDNBWYGWGfSQ7dZAT44c0PBXKAPzAXIWTlzJmCuGUIiEmJR6AQA+t0stnz+LbYXX+p3nEceeQTvvfce7r333kEd9xe/+AXmzJmDp59+GqdPnzZ7n5utnYg7VIzfzpuObf8yA+I7dYmFgrt2pjhy5Ai2bNkyqGM7k965QGr0VOyIi4CnpO/T6j7uYqx7OBgrH7gHGwsrkVVyFYA+F3j00Uchl8uh0mhxqPwa1j1s+aq3B89+b9i9hJkA2cOWLVsQEBCAtLQ0KJVKKGqrkbs9Dcd2vYQJ0yMRGDoTEg9PqNpbUSsvx81LFT1WfpfJZMjIyGAjBFksNTUVe/fuBQAcP7QL0UtWQCrzHPZ4ncpWHD+U0WN8spwzf84i12SaCUyYHmnVsQNDZ6LmfAkzgX4wFyB7EAgEyM7ORmRkJG7fvg3I5foGheXLbdsQ0d0IcUn//Zw5tnPTaDTIysrSXxEIgPh4xxYUFwd88w2g0wGnTgGPPgoIrTinzaQZwhUW+rLubEAacfrb7t5euN09dXvkkUcAAJ0aHS42qB1cjd6FBjU6NfoAf86cOQ6uxn50Oh0OHDiAkJAQvPbaa9Bqje8LUpEAwWPd8JN73PFUhCeej/JCSrQ3no/ywlMRnvjJPe4IHusGqcj4we52hxb5l5X44wkFztzo6LH6Q29KtRZ/LmvBuVv614BMJkNubi4mTpzY52OIBtLZaVwdTSa17tgeJvMFOzo6rDs4EdlNdxA3d+5cREVFMYx3UVVVVYZV7gBg9eMS/PpJab+NEKY8pAL8+kkpVicYfzmkpaUhMTHRcP3wcTXaOwc3ibQv7Z06HPnS+HmZJ+louJgJkLNhLuA8mAvQaGOaC3j1M5l1ODwlxt2MmAsQjUzOlAlcvnwZ5eXld90eGzwe3lIxqn5ow4///H/9NkIIBAJs3rwZ//d//zfoRohuwcHBOH78OP7jP/6jz8kbOgB/PHEJP37rOKp+aIOPuxix0/zvut/Zs2dRVVU1pOM7Wu9c4PW4CGQueqDfRghTnhI3ZC56ADtjjStLmjaW7Cy+hFaVZbugtaq68PpJ44Q+ZgJkL8nJyaioqEBcXJzhNo1ahZrzJTjz0Vso/ssenPnoLdScL+nRCBEXF4eKigo2QpBVREREGF6Ditpq5Gdssmi8/IxNht1L4uLiuEuBDTjT5yxyXaaZgFRm3degxMPYkMVMgMixJk2ahNzcXHh4eOhvOHcOeOstQKm0zQGVSuDPf9YfB8yxR4L8/Hx8//33+ithYcC4cY4tyM9PXwcA3L4NXLxovbG1WkMzhKss9MVmCMKKFSsMk3NaVDq8W9GKLq1lk3MGi9vdk6lnn33WcLn4unN8STh5zVjHypUrHVeIHdXU1GDx4sVYuXKlYVsoAYD7/MT45QNeeOVfxmLNgz5YHDYG0YFS3OcnQciPxLjPT4LoQCkWh43Bmgd98Mq/jMUvH/DCfX5idJ8yae/S4YNzbXjrmxY0ddw9yaqyXoUdxQrDyo8ymQxHjx7FvHnz7PTT02gllRo7IJR97xo/LO3GTB/u7u7WHZyIiOxq7dq1UN4JxBIfdsPSHw9vB4el88VIfFg/UUKpVCIjI8Nwkq5eocP+fFV/Dx/Q/nwV6hX671A8SUeWYiZAzoS5gHNgLkCjkWku0GLhJNTeWlUaw2XmAkRkKXO7QgDA0hkT8W75NURl/wNf31D0+fiAgAB8+umn+N3vfgexeHjfacViMX7/+9+jqKgIgYGBfd7vq5rbiMr+B96ruIalM8xP9ujr53FWprlAavRU/GZuyLDGeTFmOlKjpwIA2tvbMe7OBIvqpnZsLKy0qMaNhZWobmoHwEyA7C84OBgFBQWoqKjAunXrEBYWdlfjlEAgQFhYGNatW4fKykoUFBQgONjyHVGIumVmZkImkwEATh/OwfFDu4Y1zvFDu3D6cA4A/XfPzMxMq9VIRM7FNBPoVLZYdWxVu3GhH2YCRI43b948HD161NgQIZcDO3caGhasprIS2LHDsCMEc+yR4cCBA8YrMTGOK8TU3LnGy2fOWG/cCxeAO82ArrLQF5shyLBN0NixYwEA8kY13ilvsfnkB253T70lJCQgKCgIAHCxQY1GpWaAR9hWg1KDi43612dQUBAWLlzo0Hrs4cSJE4iMjEReXp7htqgJErw0zxfPR3ljxngJhIP8NyoUCDBjvATPR3njpXm+iJpgXCH52wY1Xj+pwHcK/fPboNTgvYoWHDjbYpgINXbsWBQWFmLBggVW/AnJVYWEGE9afXfTuqsdX6nVjycQCHoch4iIRpaKigoUFhYCAPx9BVhlsrvDcKxKkMDfV/+5qbCwEBs2bDCcpMv7qgtHjg9vxfMjx9XI+0o/gY8n6cgamAmQM2Eu4HjMBWi0Mv2+Xl7XZNWxz94Zj7kAEVnD4cOHzd7+1ws3sPxvJQM2dH3xxRf46U9/apVaHnvsMZw9e7bHboe9tai68MxfS/C3CzfM/n1fP48zMs0Fgnw8sCMuwqLxdsRFIMhHPwGnsbHRMDkuq+QqXu9nZ4/+vF58CVklVwEwEyDHioiIwJ49e3DhwgUoFAqUlpaiuLgYpaWlaGpqwoULF7Bnzx4265BNBAcHY9cuYwPEsV0v4aPfr0OnsrWfRxl1Klvx0e/X4diulwy3ZWRksGmHaBQz/a5+81KFVceulet3dWMmQOQ8YmNjUVRUZDjvhZYW4O23gffeAxobLRu8oUE/zoEDQKv+swdz7JHj1KlT+gtSqXFHBke77z59PQDQvWuFNZw8abjoKgt9sRmCANy9TdC5W2q89U0LlGrrThjtxu3uyRyRSISUlBQA+m2WC6pstE3VIBVWKdE9/Sc1NRUikajf+490RUVFiI2Nxe3btwEAXhIBVs7ywtORXhgns+xnHycT4elIL6yc5QUviX7SRHuXDtlnmvE/pxTYfkKBspvGFZITExNRWVnJjlmyGm9vb4SGhgIAvqvVoq3DOpP72jp0uHqnuSI0NJRbu5JBc3MzSktLcfLkSZSWlqK5udnRJRHRALKzsw2Xl80Xw0Nq2YRsD6mgx84Sx44d63GSbl++Cns+6kR75+B+J7V36rDno07sM9lVgifpyFqYCZCzYC7gWMwFaDQzzQXO1jWjqWN4jam9NXWoUV6n/77HXIC6MROg4aqursaZPlYB/FheN6gxuncgsJbx48cjNzcXu3fvhkTS96IBfdX39ddf43trnsy3IdNcID1mOjwlbhaN5ylxw4smO0s88sgjxvGLzmHNx9+gdZC7FbWqurDm42+QXmRczZSZADkLb29vREVFYe7cuYiKiuLnIbKL5ORkvPLKK4brpw/nIONnUSh+fy86Wsw3P3e0NKH4/b3I+FmUYUcIANi2bRtWr15t85qJyHFMM4FaeXmf7xND1dHSZGiuYCZAppgLON68efNQUVHRs7m/rAz44x+BN98Ezp8HtIM8B6bV6u//5pvA9u36ce5gjj1y1NfX4/r16/orkyYBQieZOi8U6usBAIXC0GRjkYYG4OJFAK6z0BfAZggy0XubIHmjGjuLFThXrxrgkUPD7e6pP6tXr4avry8AoOymyuqvv8GqrFcZTsL7+vpi1apVDqnDXr788ks88cQTaG/Xb60cOk6M9BhfhPtbtiJyb+H+EqTH+CJ0nH5ioEYHXGvRGCaX+Pr64sCBA5wIRTYRGxsLAFBrgM/KBneSaSCflnZBrek5PrmuyspKw9bgPj4+iI6ORkxMDKKjo+Hj49Nja3Aicj5FRUUAALEIeCzKsgkP3RbMdoNYZBy/90m6vK+6kLK7HUeL1X026rV16HC0WI2U3e2GHSEAnqQj62MmQM6CuYBjMBcgV9D9vV2l0eJQ+TWrjHnw7PdQabQ9xifXxEyArOGvf/2ro0swSyAQ4IUXXsDp06cRNoyVE5315+qtOxeQiIRImjnFKmOumHUPJCL96fja2toemUBWyVVE/Okz7Dld1WeTXlOHGntOVyHiT58ZdoQAmAkQEQHAli1bkJ2dbdiNV1FbjdztaXh1wSS8sXwujrySgtwdL+LIKyl4Y/lcvLpgEnK3p0FRWw1An0nl5OTg5ZdfduSPQUR20v2dXaNWoTTvXauMWZr3DjRqVY/xyXUxF3A+3QuBvf322/Dx8dHfqNMBFy4Ab70FbN0KZGYCf/87UFKiv/3yZf1/S0r0t2dm6u/31lv623X6JJs59shTUlJivDJ5suMKMae7GQIAuhs2LFFYaHitusJCX93YDEE99N4mqEWlw9tnW/BeRQsalRqLxuZ29zQYfn5+yMjIMFw/8m2rzVYj7YtSrcWRb41ddrt374afn59da7CnmpoaLFmyxDDhIcJfguce8IJMbJtfETKxEM894IXw8caVkoVCIf7jP/4Dly5dwooVKyAQWLYSM5E5qamphsuHj6sHvRJ3X9o7dTjypfEklen45FqqqqoQHx+PyMhI7N27F3K53Oz95HI59u7di8jISMTHx+PKlSt2rpSI+tLc3Gz4t3tvoBBj3K3zWWSMuwBTJ+g/U8nlcrS0tNx1kq5eoUPmxyo89Tslfr23Hbv+2omsjzux66+d+PXedjz1OyUyP1ahXqH/vcWTdGRLzATIGTAXsD/mAuQqTL+37yy+NOjVuPvSqurC6ycvmx2fXAczAbKmI0eODOn+y5cvt1El5j3wwAMoKSnB888/P6THDfXncgTTXGBWgDd83MUDPGJwfNzFmBngDUD/PrBhw4YemUB1Uzte+KQC/jvz8dC+L7Dq72XY8Ek5Vv29DA/t+wL+O/PxwicVqG7Sf05jJkBE1FNycjIqKioQFxdnuE2jVqHmfAnOfPQWiv+yB2c+egs150sME5YBIC4uDhUVFWwssxBXPqeRxPQ7+/FDu9CptGzl7U5lK44fyjA7PrkW5gLOTSAQ4Nlnn8Xly5fxhz/8AUFBQca/7OwErlwBjh8H3n9fv/NDdrb+v++/r7/9yhX9/e4ICgrCH/7wB+bYI9C5c8adFuFsDSymzRA3b1o2VmWlYfcSV1joyxSbIegu5rYJKrupwh9PKPBmaTPO31JBqxvcBFKtTofzt1R4s7SZ293ToK1YscLw+mtR6fBuRSu6tJZNWh6sLq0O75S3GibnLFq0CElJSXY5tiPodDqkpKTg9u3bAPQrPz4T6Qk3oW0/rLkJBVg+08uwEqRWq0V5ebnVt/AmMhUREWEIQ+sVOuzPt2yF2f35xompcXFxCA8Pt7hGGnlycnIwc+ZMFBYWGm4Ti4DQyULEP+iGf53nhvgH3RA6WWhYHR4ACgsLERkZiX379jmgaiLq7fJl4yS2eydY92tycKB+PJ1OZziOuZN0ag1wqUaLgjNd+Ki4CwVnunCpRmvYgQjgSTqyD2YC5AyYC9gPcwFyJaa5QHVTOzYWWrYS38bCSsPkVOYCrslcJiARCfHQRF88HxWEDXOm4fmoIDw00dewMjzATIDMu3HjBoqLiwd1Xx8fH3zwwQf47//+bxtXdbcxY8Zg//79eP/99+Ht7T2ox5w4cQK1tbU2rswyprnAzAAfq44968543bmAuUxApdHizA0F3iyrxu7TV/BmWTXO3FAYdh8CmAkQEfUlODgYBQUFqKioMKzI3XtiokAg6LEid0FBAYKDgx1U8cjGlc9ppDLNBBS11cjP2GTRePkZmww7zTATcF3mcgGRWILJ4Q/iwSefw7ynX8CDTz6HyeEPQiQ27sDLXMD+/Pz8sGnTJlRVVSE3NxfLli3DlCmD2xFwypQpWLZsGT7++GNUVVVh06ZNo3rxpNGqtdWkCW7MGMcVYo5pPSoL5rIplYDJghSjfaGv3twcXQA5p+5tgg4ePIj169ejqakJOgAXGtW40KiGVCTAJC8RJnm7YZK3G8aIBXATCtCl1aFNrUNNc5f+T4sGnZqeJ6t9fX2xe/duJCUlsTuOzBIIBMjOzkZkZCRu374NeaMa75S3YPlML5uejNdPeGjBpR/0K72PHTsW2dnZo/p1evDgQeTl5QEAvCQCu0x46OYm1B9vR7ECrSod8vLycOjQIaxYscIuxyfXlJmZicjISCiVSuR91YWJ44RYOn/oq3wdOa5G3lf6FSRlMhkyMzOtXSqNANu2bcPWrVsN1/19BVg2X4zHotzMrirf1qHDZ2VdOHxcjXqFDkqlEsnJyairq+NqbkQO1mmyoodMat2xPYzZJjo6OgyXu0/SVVZWIjs7G0VFRZDL5dCZTDIXCAQIDQ1FbGwsUlNTGaaT3TATIEdjLmA/zAXI1ZjmAlklVxHyozF4MWb6kMd5vfgSskquAmAu4Kp6ZwJBPh5Ij5mOpJlTzK4o39ShxqHya9hZfAnVTe3MBOguf/vb33p8H+zL3Llz8d5772Hq1Km4deuWHSoz7+c//znmzJmDX/ziFzh16lS/99XpdPjb3/6GtWvX2qm6oTPNBbwk1j197ikxrpDSnQswEyAisr6IiAjs2bMHgH7HgqqqKnR0dMDd3R0hISHw8vJycIUjW1VVFdauXdtjwq85crncsPp5XFwcMjMz2XhCTsM0Ezh9OAfjpkzD/KS0IY9z/NAunD6cA4CZgCvrnQv4BgZhflIaZic+A3evuxusO1qaUJr3Lo4f2gVFbTVzAQcRiURYtGgRFi1aBACor69HaWkpKisr0dbWhs7OTkilUowZMwYRERGIjo7G+PHjHVw1WYPKtMnAzcmmzZvWo9H0fb/+dHUB77wD3Gn6GO0LfZnjZP9XyZl0bxOUmJiI/fv3IysrC9XV+q7WTo0OVxRduKIY/FbiQUFBSE1NxapVq1yq44iGp3vyTWxsLNrb23HulhpvfdOCZyI9IRNbf1MbpVqLd8pbDRMeZDIZcnNzMdHZtkWyooaGBqxfv95wfekM2zy3/ZGJhVg6wxMHzrYAANavX4/HH3+c7xFkM8HBwdi1axdSUlIAAPvyVbjRqMWqBAk8pANP+Gnv1O8o0d0IAQAZGRkM8VxQTk5Oj3Aj8WG3AV9HY9wFWDJXjNjZbj1eR1u2bIG/vz+Sk5NtXjcRmSeVGjsglJ393HEY2k1yFXd397v+nifpyFkxEyBHYy5ge8wFyBX1zgXSi87h8g9t2BEXAc9BTH5tVXVhY2GloRECYC7ginpnAqnRUwd8Dfm4i7Hu4WCsfOCeHq8hZgLU7YjJyn3mCAQC/L//9//wn//5n3BzkpP2U6dOxf/93//hv/7rv/D73/++32aOI0eOOHUzhGku0KIa/PecwWhVGScy9M4FmAkQEdmGt7c3oqKiHF3GqJGTk4O0tDQolUrDbSKxBIGhMzFheiSkMi90Kltw81IFauXl0Kj1oXj3yucZGRnc2YicQu9M4Niul9B4rQoJG16DVOY54OM7la3Iz9hkaIQAmAm4qt65wJxlyQO+jty9fBDz1FpEL1nR43XEXMCx/P39sXDhQixcuNDRpZCNSSQmKxh2Wfd7v8VM6xGJ+r5ff49/5x3g0iUArrHQlzn2PbtFIxK3CSJHmTdvHo4ePQoPDw8AgLxRjZ3FCpyrt2A7IDMq61XYUazoMeHh6NGjmDdvnlWP42z27duHpqYmAEDUBAnC/SUDPMI2IvwliJqgP7ZCocD+/fsdUge5juTkZLzyyiuG63lfdSFldzuOFqvR1mH+hF1bhw5Hi9VI2d3eoxFi27ZtDO9cUFVVFdLSjKuErH5cgl8/KR1UQw0AeEgF+PWTUqxOML7vpqWl4cqVK1avlYgGJyQkxHD5u5taq459pVY/nkAg6HEcc7pP0s2dOxdRUVGc9EBOgZkAORJzAdtiLkCuqncukFVyFRF/+gx7TlehqUNt9jFNHWrsOV2FiD991qMRgrmA6+mdCbweF4HMRQ8MqpkGADwlbshc9AB2xhpXeGcmQDqdDl9++WWffz9x4kR89tln2LZtm9M0QnQTi8V49dVX8dlnn/XbRPrll18OaucLRzH9vl5e12TVsc/eGW+gXICZABEROaNt27YhJSXF0AjhGxiExb/NwMuf1uBXh4qxdGs2FqXvxNKt2fjVoWK8/GkNFv82A76BQQBgWPn81VdfdeSPQWTQOxM4fTgHGT+LQvH7e9HRYv5zYEdLE4rf34uMn0X1aIRgJuCaeucCj/9mO57c/MagGmoAQCrzxJOb38DjaX803MZcgMj2PD1N/o22tTmuEHNM65EM8TyNUgn8+c/AuXMAXGOhr744V2JGTo3bBJEjxMbGoqioCIsXL8bt27fRotLh7bMtiJogQfw0GcbJhtENd0eDUoPCKiXKbhonUYwdOxa5ubmjfsKDRqNBVlYWAEAAIH6azKH1xE2T4ZubKugAZGVlYePGjRANp9ORaJC2bNmCgIAAwyom9QodMj9WYX++ClMnCBEcKISHRL+a95VaLa7e1EJtshOZTCbjKiYubO3atYbQN/FhNyz9sXhY4yydL8aNRi3yvuqCUqnEmjVrUFBQYM1SiWiQvL29ERoaCrlcju9qtWjr0GGMu+UrJbR16HD1TnNFaGgoJzLQiMZMgByFuYBtMBcgV9c7F6huascLn1QgvegcZgZ4Y1aADzwlIrSqNDhb14TyumaoNMamWeYCrss0E0iNnorfzO2/4bkvL8ZMx+Uf2pBVcpWZAKGrq6vP1fqWLFmCN9980+mbiv/lX/4FZ8+exS9/+Uvk5uaavU9XVxfE4uHlaLZmmgucrWtGU4caPu6W19rUoUZ5XTMA5gJERDTycOVzGq16ZwKK2mrkbk/DsV0vYcL0SASGzoTEwxOq9lbUystx81KFYccTgJmAqzPNBeYsS8b85RuGNc78pDQ0XqvC6cM5zAWI7CA83LgwCW7cAKKjHVdMbzU1xssTJgz+cZWVwJEjQGsrANdZ6KsvbIagYeM2QWQv8+bNQ0VFBVJSUpCXlwcAKLupwjc3VQgbJ8bcKe64z08M4SC29tHqdLjQoMbJax242KiG6TpEiYmJyMnJcYnOuPz8fHz//fcAgDA/sUWTR6zBTyZC2DgxLjSqUV1djU8++QSJiYkOrYlGv+TkZCxYsABr1qxBYWEhAECtAS7VaHGppu9VwePi4pCZmcntLl1URUWF4fXi7yvAqgTLVs9dlSDB13IN6hU6FBYWorKyEhEREdYolYiGKDY2FnK5HGoN8FlZF5bMtXzSw6elXYZmutjYWIvHI3ImzATInpgLWB9zASLzuYBKo8WZGwqcuaHo83HMBVyXaSYQ5OOBHXGWfX/fEReB/Mt1qG5qZybg4sRiMZ5//nlkZmYabpNKpXj99dexdu3aPhslnI2fnx+OHj2KvXv3Ij09HZ2dnYa/W7VqldM2QnTrzgVUGi0OlV/Duoctf58/ePZ7QzMdcwEiIhpJzK18PpQJv90rn4+bMg3Hdr0EQL/y+YIFC/hdipyCuUxAo1ah5nwJas6X9Pk4ZgKuzTQX8A0MQsKG1ywaL2HDa7h4ogCK2mrmAkQ2Fm3a/HD9uuMKMce0GWLy5IHv39AAFBYCZWWGm1xloa/+CB1dABHRYEyaNAm5ubl4++234ePjAwDQAbjQqMZb37Rg6z9uI/PrJvz9YhtKajtxoUGFyz+ocaFBhZLaTvz9Yhsyv27C1n/cxlvftOCCyYQHX19fHDhwwKW2CDpw4IDhcsxkdwdWYjR3irGOt99+23GFkEsJDg5GQUEBKioqsG7dOoSFhd11clEgECAsLAzr1q1DZWUlCgoKGG64sOzsbMPlZfPF8JBadjLaQyrosbOE6fhEZF+pqamGy4ePq9Heqevn3gNr79ThyJdqs+MTEdHQMRewLuYCRHrMBWgoTL+zp8dMh6fEsvXGPCVueNFkZwlmAq7tf/7nf/Daa68hPj4eq1atQmlpKX71q1+NmEaIbgKBAOvWrUNpaSlWrVqF+Ph4vPbaa9i9e7ejSxuQ6ff2ncWX0Krqsmi8VlUXXj952ez4REREzs6aK5/PWabfDaJ75XMiZ8FMgIbK9Hv7/KS0fnfKGQypzBPzkzaYHZ+IrMvf3x+TuxsNamoAbd+L5NqVVmtshvD1BTz7eF/RaoHz54E33wS2b+/RCJGYmIjKykqXboQAuDMEEY0gAoEAzz77LBITE7F//35kZWWhuroaANCp0eGKogtXFIMPp4OCgpCamopVq1Y5/RbT1nbq1CkAgFQkQJifc6zGdJ+fGFKRAJ0aHU6fPu3ocsjFREREYM+ePQCA5uZmVFVVoaOjA+7u7ggJCeH25WRQVFQEABCLgMeirPNResFsN+zPV0GtMY5PRPYXERGBuLg4FBYWol6hw/58FX79pHTY4+3PV6FeoZ9mGxcX13PrTSIiGhbmAtbDXICoJ+YCNBjd39klIiGSZk6xypgrZt2D9KJzUGm0zARcnJubG1566SW89NJLji7FKu6//37s27fP0WUMiWkuUN3Ujo2Flchc9MCwx9tYWInqpnYAzAWIiGhk4crn5GqYCdBgdX9vF4klmJ34jFXGnJ24HMd2vQSNWsVcgMjGHnnkERw+fBjo7AQuXgRmzHB0ScCFC/p6AMDLS3/dzQ3o6gLa2vSNEt1/THbgBPQLfe3evRtJSUkjbjENW2AzBBGNOH5+fti0aRM2btyI/Px8HDhwAKdPn8a1a9cGfOyUKVMwZ84crFy5EgsXLoRIJLJDxc6lvr4e1+9s9zTJWwShk/wyFAoEmOQlwhVFF65du4Zbt25h/Pjxji6LXJC3tzeioqIcXQY5oebmZsjlcgDAvYFCjHG3zvvnGHcBpk4Q4lKNFnK5HC0tLQzViBwkMzMTkZGRUCqVyPuqCxPHCbF0/tAniB45rkbeV/rJuDKZDJmZmdYulYjIpTEXsAxzAaL+MRcgc0wzgVkB3vBxt04jmY+7GDMDvHHmhoKZAJETMM0FskquIuRHY/BizPQhj/N68SVklVwFwFyAiIhGHlutfJ67Pc0wfvfEcyJnw0yA+mKaCwSGzoS7l49VxnX38sGE6ZGoOV8yqnKB+vp6lJSU4Ny5c6irq7vr75n9kiM8++yz+mYIACgudo5miJMnjZevXdPv/DAAV17oqz9shiCiEUskEmHRokVYtGgRAP0HqdLSUlRWVqKtrQ2dnZ2QSqUYM2YMIiIiEB0dzQ9SAEpKSgyXJ3s516+BSd5uhlU8S0pKsHDhQgdXRERkdPmycVv7eycIrTp2cKC+GUKn0+Hy5csM2YgcJDg4GK+88grS09MBAPvyVbjRqMWqBAk8pANPFG3v1O8o0d0IAQAZGRncMpmIyEaYCwwPcwEioqEzzQRmBlhnwkO3WQE+OHNDwUyAyAn0zgXSi87h8g9t2BEXAU/JwJ+bWlVd2FhYaWiEAJgLEBHRyMOVz4mI7maaC0yYHmnVsQNDZ6LmfMmIzgU0Gg2OHTuGgwcP4tSpU4bFePoSHh6OyZMn45FHHsGzzz6LhIQEl1y4iOwrISEBQUFB+h3HL14EGhuBceMcV1BDg76OQeBCXwNzrrNdREQW8Pf3x8KFC3mifADnzp0zXJ7o7Vy/BiaZ1FNZWcn/l0TkVDpNtpyTSa07tofEeLmjo8O6gxPRkKxYscIw6QEA8r7qwtdyDZb+WIwFs93M7grT1qHDp6VdOPKlGvUKneH2bdu2YfXq1Xapm4iImAsMFnMBIqKhM80EvAYxIXooPCXGk5fMBIgcr3cukFVyFfmX6/Di3BCsmHWP2Z1hmjrUOHj2e7x+8jKqm9oNtzMXICKikYYrnxMRmWeaC0hl1n3/kngYd+AZablAQ0MD9u3bh+zsbP0E8yG4fv06Dh8+jMOHDyMoKAgpKSlYvXo1V7onmxGJREhJScHmzZsBnQ4oKACeftpxBRUW6usA8Nxzz+H+++/nQl8WcK6zXUREZHOtra2Gy2PEA69wbE+m9bS1tTmwEiKiu0mlxg4IZWc/dxyGdpXxsru7u3UHJyKL1St0yPxYhf35KkydIERwoBAeEv2/3Su1Wly9qYVaY7y/TCZDRkYGJzwQEZFTYi5ARDR0pplAi6qrn3sOXavK+GWCmQCRc6puascLn1QgvegcZgZ4Y1aADzwlIrSqNDhb14TyumaoNFrD/ZkLEBHRSMWVz4mIzDPNBTqVLVYdW9VuzGtHSi6g0+lw8OBBrF+/Hk1NTT3/UioFJk0CJk8GJk4ExowB3NyAri6grQ24cQO4fh2oqQHuNJlUV1dj8+bN2L59OzIyMrBixQoIBM6VXdPosHr1amzfvh0KhQIoKwNmzQLCw+1fSGWl/vgAfH19sX37djYCWYjNEERELkalMs64dRM61wdH03pMu6qJiJxBSEiI4fJ3N7X93HPortTqxxMIBD2OQ0TORa0BLtVocamm7/eAuLg4ZGZmIjg42I6VERERDR5zASKioTP9rl5e19TPPYfu7J3xmAkQOT+VRoszNxQ4c0PR532YCxAR0UjGlc+JiMwz/b5+81KFVceulZcDGDm5QE1NDVJSUpCXl2e8USAAwsKAmBj9f4XCvgeIjtb/V6sFLl4Eiov1/9XpoFAosHLlSnz44YfIycnBxIkTbfvDkMvx8/NDRkYGVq5cqb/hyBHg3nsBmcx+RSiV+uPesXv3bjZCWAGbIUawhoYGR5cw4pl7Dvm8WgefW9uwxvOqVqsNl7u0OotrsibTerq6unDr1i27HJevV9vhc2sbfF5tYzDP67Rp01BVVYXvarVo69BhjLvlk8faOnS4eqe5Ytq0aejo6Bh1ITBfs7bB59U2zD2H//znP/Hhhx+iqKgIcrkcOp3xM4tAIEBoaChiY2ORmpqKcEesHEEui//mLcf3Utvg82o7zAVsg69Z2+Fzaxt8Xm1joOe1OxM4W9eMpg41fNzFFh+zqUON8rpmw/ijMRMA+Jq1FT6vtsFcgEYS/pu3HN9LbYPPq+3Y+rlVKpWGy7Zc+by9vd1u3/kHg69Z2+Dzajt8bm1jsLlArbwcHS1NcPfysfiYHS1NhuaKkZALnD59GklJSfpV9btFRQHx8cC4cUMbTCgEZszQ/2lsBAoKDCvl5+XlITw8HIcOHcKcOXOs9wOMMnwvGJ6EhATExsaiqKgIaGkB3n0XeO45/Q4mttbVBbzzDnBnB+9FixYhKSnJ9sd1AQKdaVpDTuvWrVvw9/d3dBlENMo8FeGJ6EDpwHe0k5LaTrxf2TrwHYmInMDaxRIsmWv5xIejxWpkfqwa+I5E5DD19fUYP348AKC5uRlVVVXo6OiAu7s7QkJC4OVl3RWyiMxhLkBEtsBcgIhoePYkzMS6hy1f9X3P6Sq88Il1V5QkIutjLkDOgLkAEdnb5PAH8atDxVYb743lc1FzvsRq4xEROdLi32Yg5qm1Fo9T/P5e5G5Ps0JFDuDlBSxdClizIfzcOf2K+S3WbcgjGlB4OLB8uW0bIrobIc6dAwCMHTsWlZWV3AHFSvrZj4aIiEa7G81dji6hhxonq4eIqD+Hj6vR3mlZX3F7pw5HvlQPfEcichre3t6IiorC3LlzERUVxQkPREQ0ojEXICIanp3Fl9Cqsuw9q1XVhddPXrZSRURkL8wFiIjIVXSvfG4NpiufExGNBscP7UKn0rJFXTqVrTh+KMM6BdlbaCiQnm7dRghAP156un58Ins6dw546y3AZJcsq1IqgT//2dAIIZPJkJuby0YIK2IzBBGRC7ve4lyTDDjpgYhGknqFDvvzLdvRYX++CvUKbtRGRERERI7BXICIaHiqm9qxsbDSojE2FlaiuqndShUREREREVmXRq1Cad67VhmrNO8daNTcJZ2IRg9FbTXyMzZZNEZ+xiYoaqutVJEdRUQAzz0HyGS2GV8m049v7UYLooHI5cDOnYaGBauprAR27AAuXQKgb4Q4evQo5s2bZ93juDg2QxARubCaZg20OueYhKvV6VDTonF0GUREQ5L3VReOHB/ezg5HjquR9xUnexERERGR4zAXICIavqySq3i9+NKwHvt68SVklVy1bkFERERERFbm8iufExH14/ThHBw/tGtYjz1+aBdOH86xckV2EBoKPPMM4OZm2+O4uQHLl3OHCLK/lhbg7beB994DGhstG6uhQT/OgQNAq/7z1NixY1FYWIgFCxZYXiv1YON3JbKl8+fPw8/Pz9FljGgNDQ24//77e9zG59U6+NzahrWe1+effx65ubno1OhwsUGNGeMl1ixzWC40qNGp0U/AWLx4Md588027HZuvV9vhc2sbfF5tYyjP68GDB5Geng4A2Jevwo1GLVYlSOAhFQx4nPZO/Y4Spo0Qr7/+OpKSkiz8CRzru+++w0svvYQvvvhi0I959NFHsX37dkydOtVmdY1mfC+wDXPPK5Gz4r95y/G91Db4vNoOcwHb4GvWdvjc2gafV9sY7PNqmgmkF53D5R/asCMuAp6SgU+5taq6sLGwskcjxGjIBADmAo7A9wLbYC5AIwn/zVuO76W2wefVduz13P77v/87vvjiC8PK509ufmPYY5mufP7oo4/if//3f61VptXwNWsbfF5th8+tbQwnFzi26yU0XqtCwobXIJV5DniMTmUr8jM29WiEcOZc4P3338cLL7ygv+LlZZ9GiG5ubvrj7dhhmEi+Z88e/PznP7fP8UcAvhdYT21tLdLT01FUVKS/oawM+OYbICwMmDsXuO8+QDiIvQe0WuDCBeDkSeDiRcBkMarExETk5ORg4sSJtvkhXBybIUYwPz8/jB8/3tFljDp8Xm2Hz61tDOd5TU5ORm5uLgCg+HqHU0x6OHmtw3A5JSXF4a8Vvl5th8+tbfB5tY2+ntcXX3wRSqUSW7duBaDfIeJruQZLfyzGgtluGON+d1NEW4cOn5Z24ciXatQrjF94tm3bht/85je2+yHsICcnB2lpaVAqlYbbxCLg3kAh7p0ghEwKKDuB725q8V2tFuo7C/5+8cUXePTRR5GRkYHVq1c7qPrRhe8FRK6F/+Ztg8+rbfB5tR3mArbB16zt8Lm1DT6vtmHuee2dCWSVXEX+5Tq8ODcEK2bdAx938V3jNHWocfDs93j95GVUN7Ubbh8NmQBgPheQiISYFeCNmQE+8JK4oUXVhfK6Jpyta4ZKowXAXMAW+F5A5Fr4b942+LzaBp9X27HFc/vmm28iMjISSqUSpw/nYNyUaZiflDbkcUxXPpfJZHjzzTdHzOuAr1nb4PNqO3xubWMwucDpwzm4eKIA85M2YHbicrh7+dw1TkdLE0rz3sHxQxmGBjHAuXOBhoYGbNmyxXjD0qWATGbfImQy/XEPHAAAbNmyBU899RQn+/eD7wXDM378eBQUFODgwYN44YUX0NzcrG9kuHBB/0cqBSZNMv4ZM0bfsNPVBbS1ATU1xj+dnT3G9vX1xe7du5GUlASBYOAFVml42AxBROSCEhISEBQUhOrqalxsUKNRqcE4mchh9TQoNbjYqAYABAUFYeHChQ6rhYhosLZs2YKAgADDyf56hQ6ZH6uwP1+FqROECA4UwkMCtKuAK7VaXL1pbAIA9KHvaDjZv23bNkPQAwD+vgIsmy/GY1F9N4V8VtaFw8f1TSFKpRLJycmoq6vDyy+/bM/SiYiIiFwWcwEiIsv0zgSqm9rxwicVSC86h5kB3pgV4ANPiQitKg3O1jWh3KQBABg9mQBwdy4Q5OOB9JjpSJo5pc/GkEPl17Cz+BKqm9qZCxARERE5oeDgYOzatQspKSkArLPyeUZGBoKDg21WMxGRPfXOBRS11cjdnoZju17ChOmRCAydCYmHJ1TtraiVl+PmpQpo1CrD40dCLrBv3z40NTXpr0RFAeHhjikkIkJ//LIyKBQK7N+/H5s2bXJMLTSqCQQCPPvss5gzZw5mzJjR8y87O4ErV/R/BikoKAipqalYtWoVG3jsYBD7dhAR0WgjEokMwYUOQEGVsv8H2FhhlRLda6SnpqZCJHLcBAwioqFITk5GRUUF4uLiDLepNcClGi0KznTho+IuFJzpwqWano0QcXFxqKiocOpwYzBycnJ6THhIfNgN2es9sGSu2GwjBACMcRdgyVwxstd7IPFhY2/2li1bkJOTY/YxRERERGRdzAWIiCxnLhNQabQ4c0OBN8uqsfv0FbxZVo0zNxQ9GiFGSyYA3J0LpEZPReXax7Du4WCzjRAA4OMuxrqHg1G59jGkRk813M5cgIiIiMi5JCcn45VXXjFcP304Bxk/i0Lx+3vR0dJk9jEdLU0ofn8vMn4W1aMRYtu2baPi8y8RkSlzuYBGrULN+RKc+egtFP9lD8589BZqzpf0aIQYCbmARqNBVlaW/opAAMTHO7aguDh9HQCysrKg0WgGeADR8I0bN+6u2yZNmjSox06ZMgXLli3Dxx9/jKqqKmzatImNEHbCnSGIiFzU6tWrsX37digUCpTdVGFWgArh/hK711FZr0LZTf2Hfl9fX6xatcruNRARWSI4OBgFBQWorKxEdnY2ioqKIJfLodPpDPcRCAQIDQ1FbGwsUlNTEe6oVROsqKqqCmlpxi2RVz8uwdIfm5/oYI6HVIBfPynFxHFC7MvX/x5IS0vDggULuDIQERERkR0wFyAispyrZgLA3bnA63ER+M3ckEE/3lPihsxFDyDkR2OQXnQOAHMBIiIiImfjCiufExFZYrTmAvn5+fj+++/1V8LCADOTw+3Kz09fx4ULqK6uxieffILExETH1kQupaysDDqdDqWlpaisrERbWxs6OzshlUoxZswYREREIDo6GuPHj3d0qS6LzRBERC7Kz88PGRkZWLlyJQDgyLetuHesL2Ri+20apFRrceTbVsP13bt3sxuSiEasiIgI7NmzBwDQ3NyMqqoqdHR0wN3dHSEhIfDy8nJwhda1du1aKJX6FYQTH3YbUiOEqaXzxbjRqEXeV11QKpVYs2YNCgoKrFkqEREREZnBXICIyHpcLRMAeuYCqdFTh9QIYerFmOm4/EMbskquMhcgIiIickLJyclYsGAB1qxZg8LCQgDGlc9rzpf0+bi4uDhkZmay0ZWIXMJoywUOHDhgvBIT47hCTM2dC1y4AAB4++232QxBdufv74+FCxdi4cKFji6FzLDfmS0iInI6K1asMHw4bFHp8G5FK7q0ugEeZR1dWh3eKW9Fq0p/vEWLFiEpKckuxyYisjVvb29ERUVh7ty5iIqKGnHhxkAqKioMgbe/rwCrEixbQXhVggT+vvptLQsLC1FZWWlxjUREREQ0MOYCRETWN9ozAaBnLhDk44EdcREWjbcjLgJBPh4AmAsQEREROaPulc8rKiqwbt06hIWFQSAQ9LiPQCBAWFgY1q1bh8rKShQUFLARgohc0mjIBU6dOqW/IJXqd2RwBvfdp68HwOnTpx1cDBE5GzZDEBG5MIFAgOzsbIwdOxYAIG9U453yFptPfNBPeGjBpR/UAICxY8ciOzv7rsCEiIicU3Z2tuHysvlieEgte//2kAp67CxhOj4RERER2Q5zASIiGg7T7+3pMdPhKbFsI3pPiRteNNlZgrkAERERkXPqXvn8woULUCgUKC0tRXFxMUpLS9HU1IQLFy5gz549CA8Pd3SpREQ0TPX19bh+/br+yqRJgNBJphgLhfp6AFy7dg23bt1ycEFE5Eyc5J2KiIgcZdKkScjNzYWHh37lrXO31HjrmxYo1VqbHE+p1uLPZS04d0s/4UEmkyE3NxcTJ060yfGISK+5uRmlpaU4efIkSktL0dzc7OiSaAQrKioCAIhFwGNRlk146LZgthvEop7jExEREZHtMRcgcg3MBciaur+3S0RCJM2cYpUxV8y6BxKRsMf4REREROS8RsPK50SuhLkADVZJSYnxyuTJjivEnDvNEECvOonI5bEZgoiIMG/ePBw9etQw8UHeqMbOYgXO1ausepzKehV2FCsMKz/KZDIcPXoU8+bNs+pxiEivsrLSsFWtj48PoqOjERMTg+joaPj4+PTYqpZosJqbmyGXywEA9wYKMcbdOqv3jnEXYOoE/dcTuVyOlpYWq4xLRERERANjLkA0OjEXIFswzQVmBXjDx108wCMGx8ddjJkB3gCYCxAREREREVkDcwEajnPnzhmvONsCNibNEHzdEpEp6yzjSqNefX09SkpKcO7cObS2tkKlUkEikcDT0xPh4eGIjo6Gv7+/o8skIgvExsaiqKgIixcvxu3bt9Gi0uHtsy2ImiBB/DQZxslEwx67QalBYZUSZTeNkyjGjh2L3NxcTnggsoGqqiqsXbsWhYWF/d5PLpdDLpdj7969iIuLQ2ZmJoKDg+1UJY1Uly9fNly+d4J1e6uDA4W4VKOFTqfD5cuXERUVZdXxiYho+JgLEI1+zAWIRg/mAmRLprnAzAAfq449K8AHZ24omAsQERERERFZgLkAWaK1tdV4ZcwYxxVijkk9bW1tDiyEiJwNmyHILI1Gg2PHjuHgwYM4deoUrl+/PuBjJk+ejEceeQTPPvssEhISIBIN/wQpETnGvHnzUFFRgZSUFOTl5QEAym6q8M1NFcLGiTF3ijvu8xNDKBh4FXCtTocLDWqcvNaBi41q6Ez+LjExETk5OZjobB3ERKNATk4O0tLSoFQqDbeJRfoV/O+dIIRMCig7ge9uavFdrRZqjf4+hYWFiIyMREZGBlavXu2g6mkk6OzsNFyWSa07tofEeLmjo8O6gxMR0ZAwFyByTcwFiEY+c7mARCTErABvzAzwgZfEDS2qLpTXNeFsXTNUGi0A5gI0eKa5gJfEuqcZPSXGz4/MBYiIiIiIiIbOXC4gEksQGDoTE6ZHQirzQqeyBTcvVaBWXg6NWr94CXMB6qZSmewW7OZk04tN6jHNJ4iInOzdihytoaEB+/btQ3Z2Nqqrq4f02OvXr+Pw4cM4fPgwgoKCkJKSgtWrV8PPz89G1RKRLUyaNAm5ubk4ePAg1q9fj6amJugAXGhU40KjGlKRAJO8RJjk7YZJ3m4YIxbATShAl1aHNrUONc1d+j8tGnRqdD3G9vX1xe7du5GUlATBICZOENHQbNu2DVu3bjVc9/cVYNl8MR6LcsMY97v/zbV16PBZWRcOH1ejXqGDUqlEcnIy6urq8PLLL9uzdBpBpFJjB4TSyvlCu0mu4u7ubt3BiYhoUJgLEBFzAaKRq3cuEOTjgfSY6UiaOQU+7uK77t/Uocah8mvYWXwJ1U3tzAVoUExzgRZVl1XHblVpDJeZCxAREREREQ1N71zANzAI85PSMDvxGbh73b2zX0dLE0rz3sXxQ7ugqK1mLkAAAInEZAXDLut+77eYST2m+QQREZshCACg0+l6nOA0JRUJMMlbhMlebpho5gTnjeYuXG/pQk2z8QRndXU1Nm/ejO3btyMjIwMrVqzgCU6iEUQgEODZZ59FYmIi9u/fj6ysLMNEqE6NDlcUXbiiGPwH3qCgIKSmpmLVqlWcCEVkIwcPHuwRbCQ+7IZVCRJ4SPv+/TvGXYAlc8WIne2G/fkq5H2l/3e9ZcsW+Pv7Izk52eZ108gTEhJiuPzdTa1Vx75Sqx9PIBD0OA4REdkecwEiMsVcgGjk6Z0LpEZPxY64CHj2s3K/j7sY6x4OxsoH7sHGwkpklVwFwFyA+mf6fb28rqmfew7d2TvjMRcgIiIiIiIamt65wJxlyUjY8BqkMs8+H+Pu5YOYp9YieskK5GdswunDOQCYC7g6T0+T10xbm+MKMceknjFjxjiwECJyNmyGINTU1CAlJQV5eXmG2wQAwvzEiJnsjjA/MYT9TFiIDtR32Wl1OlxsUKP4egcuNqihA6BQKLBy5Up8+OGHyMnJwcSJE2380xCRNfn5+WHTpk3YuHEj8vPzceDAAZw+fRrXrl0b8LFTpkzBnDlzsHLlSixcuBAikWjAxxDR8JkGG6sfl2Dpj+9e8bEvHlIBfv2kFBPHCbEvX780f1paGhYsWIDg4GCr10ojm7e3N0JDQyGXy/FdrRZtHTqzO48MVVuHDlfvNFeEhobCy8vL4jGJiGhwmAsQUV+YCxCNHKa5wOtxEfjN3MFPJPeUuCFz0QMI+dEYpBedA8BcgPpmmgucrWtGU4fa7M4jQ9XUoUZ5XTMA5gJERERERERDZZoLPP6b7Zi/fMOgHyuVeeLJzW9g3JRpOLbrJQDMBVxZeHi48cqNG0B0tOOK6a2mxnAxIiLCgYUQkbNhM4SLO3HiBBYvXozbt28bbouaIEH8NBnGyYZ2glIoEGDGeAlmjJegUalBQZUSZTf1Eyrz8vIQERGB3NxczJs3z6o/AxHZnkgkwqJFi7Bo0SIAQH19PUpLS1FZWYm2tjZ0dnZCKpVizJgxiIiIQHR0NMaPH+/gqolci1KpBKDfEWIojRCmls4X40ajFnlfdUGpVGLNmjUoKCiwZpk0SsTGxkIul0OtAT4r68KSuZZPevi0tAtqjXF8IiKyD+YCRDQYzAWInF93LpAaPXVIjRCmXoyZjss/tCGr5CpzAepXdy6g0mhxqPwa1j1s+eSYg2e/h0qjNYxPREREREREg9edC8xZljykRghT85PS0HitCqcP5zAXcGHRps0P1687rhBzTJohop2pSYOIHI7NEC6sqKgITzzxBNrb2wEAXhIBls7wRLi/xOKxx8lEeDrSC7MCVDjybStaVDrcvn0bsbGxOHr0KINsohHO398fCxcuxMKFCx1dChGZ8PcVYFWCZb/HVyVI8LVcg3qFDoWFhaisrGRHPd0lNTUVe/fuBQAcPq5G7Gw3eEiHvztEe6cOR75U9xifiIhsj7kAEQ0XcwEi5xTk44EdcZZ9h98RF4H8y3WobmpnLkB9Ms0FdhZfwsoH7oGnZPinHFtVXXj95OUe4xMREREREdHQ+AYGIWHDaxaNkbDhNVw8UQBFbTVzARfl7++PyZMn4/r16/rmA60WEAodXZa+jjvNEFOmTOFiPETUgxO8S5EjfPnllz0mPISOEyM9xtcqEx5MhftLkB7ji9Bx+tWC29vb8cQTT+DEiRNWPQ4REREBy+aLLZqQDgAeUkGPnSWys7MtLYtGoYiICMTFxQEA6hU67M9XWTTe/nwV6hU6AEBcXFzPrTeJiMgmmAsQERGNPukx0y2akA4AnhI3vGiyswRzATLHNBeobmrHxsJKi8bbWFiJ6ib951LmAkRERERERMMzPykNUpmnRWNIZZ6Yn7TBcJ25gGt65JFH9Bc6O4GLFx1bTLcLF/T1AJgzZ46DiyEiZ8NmCBdUU1ODJUuWGCY8RPhL8NwDXpCJbfNykImFeO4BL4SPN058WLx4MW7cuGGT4xEREbkisQh4LMo6m34tmO0GsUh/uaioyCpj0uiTmZkJmUwGAMj7qgtHjqsHeIR5R46rkfdVFwBAJpMhMzPTajUSEZF5zAWIiIhGH4lIiKSZU6wy1opZ90Ai0n8uYC5AfTHNBbJKruL14kvDGuf14kvIKrkKgLkAEdFI0NzcjNLSUpw8eRKlpaVobm52dElEREQEQCSWYHbiM1YZa3bicojE+oWTmAu4pmeffdZ4pbjYcYWYOnnScHHlypWOq4OInBKbIVyMTqdDSkoKbt++DUC/8uMzkZ5wE1q2ivRA3IQCLJ/pZVgJ8vbt20hOToZOp7PpcYmInFlXRwfqS0rQ1dHh6FJoFLg3UIgx7tb5fT7GXYCpE/QfE+VyOVpaWqwyLo0uwcHB2LVrl+H6vnwV9nzUifbOwX2+a+/UYc9HndhnsqtERkYGgoODrV4rEREZMRcgInIezAXImmYFeMPHXTzwHQfBx12MmQHeAJgLUN965wLpReew5uNv0KrqGtTjW1VdWPPxN0gvOme4jbkAEZFzqqysxLp16xAWFgYfHx9ER0cjJiYG0dHR8PHxQVhYGNatW4fKSst2CiIicjXMBciaAkNnwt3LxypjuXv5YML0SADMBVxVQkICgoKC9FcuXgQaGx1bUEODYYeKoKAgLFy40LH1EJHTYTOEizl48CDy8vIAAF4SgV0mPHRzE+qP5ynRHy8vLw+HDh2yy7GJiJzRifR0fLpiBYo3bnR0KTQK3DvBuh/rggP14+l0Oly+fNmqY9PokZycjFdeecVwPe+rLqTsbsfRYjXaOsxPbm3r0OFosRopu9sNO0IAwLZt27B69Wqb10xE5OqYCxAROQ/mAmRNMwOsM+Gh26w74zEXoP70zgWySq4i4k+fYc/pKjR1mN9BsqlDjT2nqxDxp88MO0IAzAWIiJxRVVUV4uPjERkZib1790Iul5u9n1wux969exEZGYn4+HhcuXLFzpUSEY1MzAXImrqbF6wlMHQmAOYCrkokEiElJUV/RacDCgocW1Bhob4OAKmpqRCJRI6th4icjpujCyD7aWhowPr16w3Xl87whExs334YmViIpTM8ceCsvmN0/fr1ePzxx+Hn52fXOoiIHE158yZq/vEPAMD1zz+Hsq4OsoAAB1dFI5lMat3xPCTGyx1cjYT6sWXLFgQEBCAtLQ1KpRL1Ch0yP1Zhf74KUycIERwohIcEaFcBV2q1uHpTC7XG+HiZTIaMjAxOeCAisgPmAkREzoO5AFmbl8S6p3s8JcaTyswFqD+9c4Hqpna88EkF0ovOYWaAN2YF+MBTIkKrSoOzdU0or2uGSqM1PJ65ABGRc8rJyTG8t3cTiSUIDJ2JCdMjIZV5oVPZgpuXKlArL4dGrd8BuLCwEJGRkXxvJyIaAHMBsjapzMuq40k8PA2XmQu4ptWrV2P79u1QKBRAWRkwaxYQHm7/Qior9ccH4Ovri1WrVtm/BiJyetwZwoXs27cPTU1NAICoCRKE+0sGeIRtRPhLEDVBf2yFQoH9+/c7pA4iIke69tlnPa9/+qmDKqHRQtlp3fHaVcbL7u7u1h2cRp3k5GRUVFQgLi7OcJtaA1yq0aLgTBc+Ku5CwZkuXKrp2QgRFxeHiooKnhQjIrIT5gJERM6DuQBZW4uqa+A7DUGryvjljbkADcRcLqDSaHHmhgJvllVj9+kreLOsGmduKHo0QjAXICJyTtu2bUNKSoqhEcI3MAiLf5uBlz+twa8OFWPp1mwsSt+JpVuz8atDxXj50xos/m0GfAODAABKpRLJycl49dVXHfljEBE5NeYCZG2dyharjqdqbzVcZi7gmvz8/JCRkWG84cgRwKRR1i6USv1x79i9ezcX1yIis9gM4SI0Gg2ysrIAAAIA8dNkDq0nbpoMgjuXs7KyoNFo+r0/EdFoc62oqN/rREP13U3twHcagiu1+vEEAgFCQkKsOjaNTsHBwSgoKEBFRQXWrVuHsLAwCASCPu//f//3fygoKEBwcLAdqyQicl3MBYiInAtzAbK28romq4539s54zAVosJgLEBGNDjk5Odi6davh+pxlydjwYRlinloLdy8fs49x9/JBzFNrseHDMsxZlmy4fcuWLcjJybF5zUREIxFzAbK2m5cqrDperbwcAHMBV7dixQokJibqr7S0AO++C3RZd0GOPnV1Ae+8A7TqG3MWLVqEpKQk+xybiEYcNkO4iPz8fHz//fcAgDA/McbJRAM8wrb8ZCKEjRMDAKqrq/HJJ584tB4iInvqaGzErZKSHrfdKilBxw8/OKgiGg2+q9WirUNnlbHaOnS4eqe5IjQ0FF5e1t1Sk0a3iIgI7NmzBxcuXIBCoUBpaSny8vLuut99993ngOqIiFwXcwEiIufBXIBs4WxdM5o61FYZq6lDjfK6ZgDMBWjomAsQEY1cVVVVSEtLM1x//Dfb8eTmNyCVeQ7q8VKZJ57c/AYeT/uj4ba0tDRcuXLF6rUSEY1kzAXIFmrl5ehosc5CCR0tTYbmCuYCrk0gECA7Oxtjx47V3yCX6xsUbN0Q0d0IcekSAGDs2LHIzs7ud9EFInJtbIZwEQcOHDBcjpnsHFtXzZ1irOPtt992XCFERHZ2/bPPoNP2XMVfp9Xieq+tMImGQq0BPiuzzhfOT0u7oL6zOHNsbKxVxiTX5O3tjaioKDz00EOOLoWIyOUxFyAich7MBcgWVBotDpVfs8pYB89+D5VG/xplLkCWYC5ARDSyrF27FkqlEoB+R4j5yzcMa5z5SWmGHSKUSiXWrFljrRKJiEYF5gJkCxq1CqV571plrNK8d6BRqwAwFyBg0qRJyM3NhYeHh/6Gc+eAt94C7nxutDqlEvjzn/XHASCTyZCbm4uJEyfa5nhENCqwGcJFnDp1CgAgFQkQ5id2cDV69/mJIRXpu/VOnz7t4GqIiOzn+z62uOTWl2Spw8fVaO+0bHeI9k4djnxpXEkyNTXV0rKIiIjICTAXICJyHswFyFZ2Fl9Cq8qyhRJaVV14/eRlw3XmAkRERK6hoqIChYWFAADfwCAkbHjNovESNrwG38AgAEBhYSEqKystrpGIaLRgLkC2cvzQLnQqWy0ao1PZiuOHMgzXmQsQAMybNw9Hjx41NkTI5cDOnYaGBauprAR27DDsCCGTyXD06FHMmzfPuscholGHzRAuoL6+HtevXwcATPIWQegk2wUJBQJM8hIBAK5du4Zbt245uCIiItvrVChQ99VXZv/u5unTUDVZZ9tCck31Ch3256ssGmN/vgr1Cn1DRVxcHMLDw61RGhERETkQcwEiIufBXIBsqbqpHRsLLZtouLGwEtVN7QCYCxAREbmS7Oxsw+X5SWmQyjwtGk8q88T8pA1mxycicmXMBciWFLXVyM/YZNEY+RmboKitBsBcgHqKjY1FUVERxo4dq7+hpQV4+23gvfeAxkbLBm9o0I9z4ADQqm/oGTt2LAoLC7FgwQLLxiYil+Dm6ALI9kpKSgyXJ3s51//ySd5uuKLQr1RVUlKChQsXOrgiIqLha66uRsWePejsJ6BQNTVB12V+hT5dVxc+X70aEh+fPh8v9fFB5K9/De+gIIvrpdFFJpNBqVQi76suTBwnxNL5Q1/x+chxNfK+6jKMl5mZae0yiYiIyAGYCxAR2QdzAXKk7lwgq+QqQn40Bi/GTB/yGK8XX0JWyVXDeMwFiIiIXEfRndXIRWIJZic+Y5UxZycux7FdL0GjVhnGJyIazZgLkCN15wKnD+dg3JRpmJ+UNuQxjh/ahdOHcwzjMReg3ubNm4eKigqkpKQgLy9Pf2NZGfDNN0BYGDB3LnDffYBwEGu0a7XAhQvAyZPAxYuATmf4q8TEROTk5GDixIm2+UGIaNRxrjPgZBPnTLYjmujtXP/LJ5nUU1lZyUkPRDSinc/JQXV+vkVj/DCILeREUike+d3vLDoOjT6vvPIK0tPTAQD78lW40ajFqgQJPKQDr/zc3qnfUaK7EQIAMjIyEBwcbLN6iYiIyH6YCxAR2QdzAXIk01wgvegcLv/Qhh1xEfCUDPy7v1XVhY2FlYZGCIC5ABERkStpbm6GXC4HAASGzoS7V9+TcIfC3csHE6ZHouZ8CeRyOVpaWuDl5WWVsYmInBFzAXIk01zg2K6X0HitCgkbXhvUbk+dylbkZ2wyNEIAzAWob5MmTUJubi4OHjyI9evXo6mpSd/IcOGC/o9UCkyaZPwzZgzg5gZ0dQFtbUBNjfFPZ2ePsX19fbF7924kJSVB4CS7nBPRyOBcZ8DJJlrvbB0EAGPEzvVLwrSetrY2B1ZCRGS5iT/5Ca4cPdqjW9nqBAJM/MlPbDc+jVgrVqyAUqnE1q1bAQB5X3Xha7kGS38sxoLZbhjjfvdngLYOHT4t7cKRL9WoVxhft9u2bcPq1avtVjsRERHZFnMBIiL7YC5AjtQ7F8gquYr8y3V4cW4IVsy6Bz7ud+8g2dShxsGz3+P1k5dR3dRuuJ25ABERkWu5fPmy4fKE6ZFWHTswdCZqzpdAp9Ph8uXLiIqKsur4RETOhLkAOVLvXOD04RxcPFGA+UkbMDtxudlmx46WJpTmvYPjhzKgqK023M5cgAYiEAjw7LPPIjExEfv370dWVhaqq++8hjo7gStX9H8GKSgoCKmpqVi1ahX8/PxsVDURjWZshnABKpXKcNlN6FyTHkzr6ezV6UdENNLcEx+Pn/r44OR//Afa6+utPr6Hvz9iXnsNAXPmWH1sGh22bNmCgIAApKWlQalUol6hQ+bHKuzPV2HqBCGCA4XwkADtKuBKrRZXb2qh1hgfL5PJkJGRwWCDiIholGEuQERkH8wFyNF65wLVTe144ZMKpBedw8wAb8wK8IGnRIRWlQZn65pQXtcMlUZreDxzASIiItdk+n1cKrPuzg0SD+Nq1B0dHVYdm4jI2TAXIEfrnQsoaquRuz0Nx3a9hAnTIxEYOhMSD0+o2ltRKy/HzUsV0KiN5w+YC9BQ+fn5YdOmTdi4cSPy8/Nx4MABnD59GteuXRvwsVOmTMGcOXOwcuVKLFy4ECKRyA4VE9FoxWYIFyCRSAyXu7Q27D4eBtN6pFKpAyshIrKOCY88goS//hWnX34ZNV98YbVxJz36KOa8+ircx4612pg0OiUnJ2PBggVYs2YNCgsLAQBqDXCpRotLNdo+HxcXF4fMzExudUlERDQKMRcgIrIf5gLkaOZyAZVGizM3FDhzQ9Hn45gLEBERuS7T7+Odyharjq1qN+5W6e7ubtWxiYicEXMBcjRzuYBGrULN+RLUnC/p83HMBcgSIpEIixYtwqJFiwAA9fX1KC0tRWVlJerr67Fjx44e9z9//jxmzJjhiFKJaJQSOroAsj1PT+NqC21q55r0YFrPmDFjHFgJEZH1uI8di5+88QaiN2+G0GTi2XAIJRJEb96Mn7zxBoMNGrTg4GAUFBSgoqIC69atQ1hYGASCnqtACwQChIWFYd26daisrERBQQGDDSIiolGKuQARkX0xFyBHYy5AREREQxESEmK4fPNShVXHrpWXA9B/9jA9DhHRaMZcgByNuQA5mr+/PxYuXIj09HRs3Ljxrr/38/NzQFVENJpxZwgXEB4ebrh8o7kL0YHOs9JiTXOX4XJERIQDKyEisi6BQICwZ56Bf3Q0TmzciOYrV4Y8hndwMObt3ImxYWE2qJBcQUREBPbs2QMAaG5uRlVVFTo6OuDu7o6QkBB4eVl3u2siIiJyTswFiIjsj7kAOQPmAkRERDQY3t7eCA0NhVwuR628HB0tTXD38rF43I6WJkNzRWhoKD97EJFLYS5AzoC5ABERuQo2Q7iA6Ohow+XrLV393NP+TCc9mNZJRDRajL3vPiz83/9F4dNPQyGXD/pxvqGhiHvvPbh5eNiwOnIl3t7eiIqKcnQZRERE5ADMBYiIHIe5ADkL5gJERETUn9jYWMjlcmjUKpTmvYuYp9ZaPGZp3jvQqFWG8YmIXBFzAXIWzAWIiGg0Ezq6ALI9f39/TJ48GQBQ06yBVqdzcEV6Wp0ONS0aAMCUKVMwfvx4B1dERGQbAqEQrTU1Q3pMa00NBCKRjSoiIiIiIlfCXICIyLGYCxARERGRs0tNTTVcPn5oFzqVrRaN16lsxfFDGWbHJyJyNcwFiIiIiGyLzRAu4pFHHgEAdGp0uNigdnA1ehca1OjU6CdgzJkzx8HVEBHZTm1xMbra2ob0mK62NtwsLrZRRURERETkapgLEBE5DnMBIiIiInJ2ERERiIuLAwAoaquRn7HJovHyMzZBUVsNAIiLi0N4eLjFNRIRjVTMBYiIiIhsi80QLuLZZ581XC6+3uHASoxOXjPWsXLlSscVQkRkY9eKiuz6OCIiIiKi3pgLEBE5DnMBIiIiIhoJMjMzIZPJAACnD+fg+KFdwxrn+KFdOH04BwAgk8mQmZlptRqJiEYi5gJEREREtsVmCBeRkJCAoKAgAMDFBjUalRqH1tOg1OBio34lyqCgICxcuNCh9RAR2YpWrUbNP/4xrMde//xzaNXOsWovEREREY1szAWIiByDuQARERERjRTBwcHYtcvYAHFs10v46Pfr0KlsHdTjO5Wt+Oj363Bs10uG2zIyMhAcHGz1WomIRgrmAkRERES2x2YIFyESiZCSkgIA0AEoqFI6tJ7CKiV0dy6npqZCJBI5tB4iIlup++orqJqbzf7d5Mcew6JjxzD5pz81+/eq5mbUff21LcsjIiIiIhfBXICIyDGYCxARERHRSJKcnIxXXnnFcP304Rxk/CwKxe/vRUdLk9nHdLQ0ofj9vcj4WZRhRwgA2LZtG1avXm3zmomInBlzASIiIiLbc3N0AWQ/q1evxvbt26FQKFB2U4VZASqE+0vsXkdlvQplN1UAAF9fX6xatcruNRAR2Yu5rSuFEgmiX3oJIT//OQQCAeb/z//g0vvvo3T7dmhVqrseHxgTY69yiYiIiGgUYy5ARGR/zAWIiIiIaKTZsmULAgICkJaWBqVSCUVtNXK3p+HYrpcwYXokAkNnQuLhCVV7K2rl5bh5qQIatfFzrEwmQ0ZGBhshiIjAXICIiIjIHrgzhAvx8/NDRkaG4fqRb1uhVGvtWoNSrcWRb43baO7evRt+fn52rYGIyF60Gg2uf/55j9t8pk3Dwg8+wPSnnoJAIAAACAQChP7iF1j4wQfwmTatx/2vf/YZtBqN3WomIiIiotGLuQARkX0xFyAiIiKikSo5ORkVFRWIi4sz3KZRq1BzvgRnPnoLxX/ZgzMfvYWa8yU9GiHi4uJQUVHBRggiIjAXICIiIrIXNkO4mBUrViAxMREA0KLS4d2KVnRpdXY5dpdWh3fKW9Gq0h9v0aJFSEpKssuxiYgcob2uDh2NjYbrIT//OeI/+AC+oaFm7+8bGor4Dz5AyL//u+G2jsZGtNfV2bxWIiIiInINzAWIiOyHuQARERERjWTBwcEoKChARUUF1q1bh7CwMMPE3W4CgQBhYWFYt24dKisrUVBQgODgYAdVTETkXJgLEBEREdmHm6MLIPsSCATIzs5GZGQkbt++DXmjGu+Ut2D5TC+4CQUDDzBM+gkPLbj0gxoAMHbsWGRnZ98VlhARjSYeAQGYungxbn/7LWauW4cpsbEDPsbNwwMP/+d/YsLcuajYuxdj778fsgkT7FAtEREREbkC5gJERPbDXICIiIiIRoOIiAjs2bMHANDc3Iyqqip0dHTA3d0dISEh8PLycnCFRETOibkAERERkX2wGcIFTZo0Cbm5uYiNjUV7ezvO3VLjrW9a8EykJ2Ri628WolRr8U55q2HCg0wmQ25uLiZOnGj1YxEROROhSISY114b1mPviYvDPSZbDxMRERERWQtzASIi+2AuQERERESjjbe3N6KiohxdBhHRiMBcgIiIiMg+rH+Gm0aEefPm4ejRo/Dw8AAAyBvV2FmswLl6lVWPU1mvwo5iRY8JD0ePHsW8efOsehwiIiIiIiIiGjzmAkRERERERERERERERERENNJxZwgXFhsbi6KiIixevBi3b99Gi0qHt8+2IGqCBPHTZBgnEw177AalBoVVSpTdNE6iGDt2LHJzcznhgYhokHQ6HUpKSnDq1CmcOXMGZWVlaGhogEqlgkQigZ+fH6KiovDggw/ikUceQXR0NAQCgaPLJiIiIqIRgrkAEZFzYy5ARERERERERERERETUPzZDuLh58+ahoqICKSkpyMvLAwCU3VThm5sqhI0TY+4Ud9znJ4ZwECfRtDodLjSocfJaBy42qqEz+bvExETk5ORg4sSJNvpJiIhGj5aWFrzzzjv405/+hMrKyj7vd+PGDZSXl+PAgQMAgIiICKxduxbLly+Hl5eXvcolIiIiohGMuQARkfNhLkBERERERERERERERDQ4bIYgTJo0Cbm5uTh48CDWr1+PpqYm6ABcaFTjQqMaUpEAk7xEmOTthknebhgjFsBNKECXVoc2tQ41zV36Py0adGp0Pcb29fXF7t27kZSUxFXJiIgGoNPp8Oc//xnp6elQKBR330EggFgqhUAkgk6jgbqzE9AZ33crKyuxdu1abN68GTt37sQvf/lLvvcSERER0YCYCxAROQfmAkREREREREREREREREPDZggCAAgEAjz77LNITEzE/v37kZWVherqagBAp0aHK4ouXFF0DXq8oKAgpKamYtWqVfDz87NV2UREo8b169exevVqfPLJJz1ul/3oRxg7aRJkY8fC3dsbQpHI8HdajQYdzc1Q3r6N2zU1UP7wAwBAoVBg1apVOHz4MPbt24fJkyfb9WchIiIiopGHuQARkWMxFyAiIiIiIiIiIiIiIho6NkNQD35+fti0aRM2btyI/Px8HDhwAKdPn8a1a9cGfOyUKVMwZ84crFy5EgsXLoTI5MQcERH1raysDPHx8bh165bhNt/Jk+EfEgIPH58+HycUiSAbOxaysWPhFxyM9qYm1F++DMX16wCATz75BLNnz0ZBQQGioqJs/nMQERER0cjHXICIyP6YCxARERERERHRQJqbm3H58mV0dnZCKpUiJCQE3t7eji6LiIiIyOHYDEFmiUQiLFq0CIsWLQIA1NfXo7S0FJX/P3v3Hhdlmf+P/zXMMAwjMICIBzASFSqBxLFAXVtdFVCzw1a/tTykroixtkXabuu3w36qrT5lq60pgqXhYU/Bbq6pgJXtxzzQckgZ28RTKHgAhBnQYTgM8/tjYBhkQA4z9xx4PR+PHt73xX1f15s7TvOe63pfKhVu3rxp+sN60KBBiIiIgFKpxJAhQ+wcNRGR8yksLMTPfvYzaDQaAIBEJsPI8ePhM3Ror/vyVCgQolTCLygIl06cQLNOh8rKSkyfPh2HDh3ixAciIiIi6jHmBYiIhMG8ABERERERERF1RaVSYcuWLTh48CBKSko6fTwsLAyzZs3CypUrERERYYcIiYiIiOyPiyGoRwIDA5GQkICEhAR7h0JE5DLKysqQkJBgmvAg9/fHqJgYSKTSfvXrM2wYwv39cSEvD9rqamg0GsTHx6OwsBDBwcHWCJ2IrIDVW4iIyJkwL0BEZH3MCxANbMwLEBERERFRV86dO4fk5GTk5uZ2e11JSQlKSkqwadMmxMXFITU1FaGhoQJFSUT9wbwAEZH1uNk7ACIiooHIYDBg+fLlqKysBGCc8BA6aVK/Jzy0kUilCJ00CXJ/fwBAZWUlEhMTYTAYrNI/EfWNSqXCqlWrEB4eDoVCAaVSicmTJ0OpVEKhUCA8PByrVq2CSqWyd6hERERERGRDzAsQDUzMCxARERER0e2kp6cjKiqqw0IIsbsUweMmYuIjSzHlqV9j4iNLETxuIsTu7XmE3NxcREZGYuvWrfYIm4h6gHkBIiLb4M4QREREdrBt2zbk5OQAACQyGUbFxEAsse6vZbFEglExMTh96BCadTpkZ2dj+/btWLZsmVXHIaLbY/UWIiIiIiIyx7wA0cDCvAAREREREfXEG2+8gVdffdV07js8BFMXpWDC3AWQeSs6Xa+r06Bw324c3rke6iul0Gq1WLFiBa5du4aXX35ZyNCJqBvMCxAR2RZ3hiAiIhJYXV0d1qxZYzofOX681So/3koilWLkvfeazlevXo26ujqbjEVEllmq3uIuBsKC3RA/UYJHp0gQP1GCsGA3uIvb72P1FiIiIiIi18S8ANHAYikvIBW74b4RvvhldAiejxmNX0aH4L4RvpCK29+2Y16AiIiIiGhgSU9P77AQIubxFXj+0yJMnp9scSEEAMi8FZg8PxnPf1qEmMdXmNpfeeUVpKen2zxmIro97vZCRGR73BmCiIhIYLt27YJarQYA+AYHw2foUJuO5zNsGHyDg6EuK4Narcbu3buxcuVKm45JREa3Vm8J9BXh8anumBEtwSCZqNP1N3UGfFnUjMzDTahQG1i9hYiIiIjIBTEvQDRw3JoXCFF4Ys3ksVgUNRIKmXun6zW6Juw8eQnrjp5BqaaeeQEiIiIiogHi3LlzSElJMZ3PeeFdTF34fI/v95B74ZG1H2LwyNHYv/63AICUlBTMnDmTVeWJ7Ii7vRARCYM7QxAREQnIYDBg8+bNpvPAMWMEGdd8nM2bN8NgMAgyLtFAdmv1lrn3S5D2nCcemuRucSEEAAySifDQJHekPeeJufe3r1tm9RYiIiIiItfAvADRwHFrXmCl8k6okmdg1f2hFhdCAIBC5o5V94dClTwDK5V3mtqZFyAiIiIicm3JycnQarUAjDtC9GYhhLmpi1JMO0RotVo888wz1gqRiHqJu70QEQmHiyGIiIgEVFBQAJVKBQCQ+/vDU2H5BY61eSoUkPv7AwCKi4tRWFgoyLhEA9Wt1VsS50jx7CMe8PSwvAjiVp4eIjz7iAcSZ7dvg5mSkoLz589bPVYiIiIiIhIO8wJEA8OteYH34yKQ+uB4eEl7tmG7l1SC1AfHY92scaY25gWIiIiIiFxTcXExcnNzARirxs9+/p1+9Tf7+XfgOzwEAJCbm2vKQxCRcCzt9vLI2g/hIffq0f1tu73MSflfUxvzAkREXeNiCCIiIgEdP37cdOwXFCTo2ObjmcdBRNZnXr1l7v0SPPYTyxUfb+exqe6mHSJYvYWIiIiIyPkxL0A0MJjnBVYq78QLk/q2C8zqyWNNO0QwL0BERERE5JrS0tJMx1MXpfR4snRXPORemLroeYv9E5EwuNsLEZGwuBiCiIhIQPn5+aZjuZ+foGN7+vpajIOIrMu8ekugrwjLzXZ36Ivls6UI9DXuKMHqLUREREREzo15ASLXZ54XCFF44r24iH71915cBEIUngCYFyAiIiIickUHDx4EAIjdpZgwd4FV+pwwdyHE7tIO/RORMLjbCxGR8LgYgoiISEBFRUXGA5EIMh8fQcf2VCgAkXFCdWFhoaBjEw0k5tVVHp/qDk8PUb/68/QQddhZgtVbiIiIiIicF/MCRK7P/HX7mslj4SWV9Ks/L6kEq812lmBegIiIiIjIddTW1qKkpAQAMDwsCjJvhVX6lXkrMGxsJACgpKQEdXV1VumXiG6Pu70QEQmPiyGIiIgEVFVVBQBw9/CAm1gs6NhuYjHcPTwAANevXxd0bKKBpK26irsYmBHdvwkPbWZOkMBd3LF/IiIiIiJyPswLELm+ttftUrEbFkWNtEqfi++9A1KxW4f+iYiIiIjI+Z09e9Z03LZ4wVqGh0UBAAwGQ4dxiMi2uNsLEZHwuBiCiIhIQI2NjQAAkcATHtqI3Iy/+hsaGuwyPpGrM6/eMmq4GwbJ+rcrRJtBMhHuHGb8/mX1FiIiIiIi58W8AJFrM88L3DvUBwqZ+23u6BmFzB1RQ427yTAvQERERETkOsxfn3vIva3at9SzvRq9Tqezat9EZBl3eyEisg8uhiAiIhKQVGpcqW3Q6+0yvqGlBQDg0VoJkoisy7yqyqhh1v1TO3S4sT9WbyEiIiIicl7MCxC5NvPX61FDrTPhoc29rf0xL0BERERE5DrMX583aK07ubmx/obpWCaTWbVvIrKMu70QEdkHF0MQEREJKCAgAADQ1NCAFoEnPrTo9WhqrSwxePBgQccmGijMq7fIrTy3yFPafszqLUREREREzol5ASLXZp4X8JZKrNq3l7R9RxnmBYiIiIiIXMOYMWNMx1fPFFu17yslJwEAIpGowzhEZDvc7YWIyD64GIKIiEhA0dHRxgODAbraWkHHrtdoAIMBADBhwgRBxyYaKMyrt2gburmwD+ob249ZvYWIiIiIyDkxL0Dk2szzAnWNzVbt+0Zj+wIq5gWIiIiIiFyDj48PwsLCABgXL+jqNFbpV1enMS2uCAsLg7e3dSdlE5Fl3O2FiMg+uBiCiIhIQBMnTjQda2tqBB27Xq22GAcRWY95VZULV1us2vf5K8b+WL2FiIiIiMh5MS9A5NrMX6+fvGadSUxtTrT2x7wAEREREZFrmTVrFgBA39SIwn27rdJn4b5d0Dc1duifiGyPu70QEdkHF0MQEREJKDY21nRcU14u6Njm45nHQUTWY1695cKVFtzUGazS702dAT+2Lq5g9RYiIiIiIufFvACRazPPC5y4VguNrskq/Wp0TTh5zbibDPMCRERERESuZeXKlabjwzvXo0F7o5urb69BewOHd26w2D8R2RZ3eyEisg8uhiAiIhKQUqlEREQEAEBbXY16jXUrxHWlXqOBtroaABAZGYkJEyYIMi7RQNRWXaVJD3xZ1GyVPr8obEaTvmP/RERERETkfJgXIHJ9ba/bG/Ut2HnyklX63HHiIhr1LR36JyIiIiIi1xAREYG4uDgAgPpKKQ5seKlf/R3Y8BLUV0oBAHFxcRg3bly/YySinuNuL0REwuNiCCIiIgGJRCIkJyebzivOnhVkXPNxkpOTIRKJBBmXaCAyr66SebgJ9Q392x2ivsGArG/aK0myegsRERERkfNiXoDI9Zm/bl939AxuNPavUMKNxma8f6z9e5h5ASIiIiIi15Oamgq5XA4AyMtMx+Gd6/vUz+Gd65GXmQ4AkMvlSE1NtVqMRNQz3O2FiEh4XAxBREQksIULF8LX1xcAoC4rQ+3VqzYdr/bqVajLygAAvr6+WLBggU3HIxrozKu3VKgN+OhAY7/6++hAIyrUxgUVrN5CREREROT8mBcgcm3meYFSTT1ezFX1q78Xc1Uo1dQDYF6AiIiIiMhVhYaGYv369gUQ+9f/Fp+9tarHk6gbtDfw2VursH/9b01tGzZsQGhoqNVjJaLucbcXIiLhcTEEERGRwLy9vbFu3TrT+aUTJ9Dc2L/J0l1pbmzEpRMnTOfvv/8+vL29bTIWEbUzr96y79tmZB1uus0dlmUdbsK+b40VJFm9hYiIiIjINTAvQOT6zPMCWwp+xPtHz/Spn/ePnsGWgh8BMC9AREREROTqVqxYgddff910npeZjg1PROPoXzdBV6exeI+uToOjf92EDU9Em3aEAIA33ngDiYmJNo+ZiCzjbi9ERMLiYggiIiI7WLZsGRISEgAAzTodLuTlQd/cbNUx9M3NuJCXh2adDgAwe/ZsLF261KpjEJFlt1Zv2XqgERs/a0B9g6FH99c3GLDxswZsNdtVgtVbiIiIiIhcB/MCRK7t1rzAmoOn8Mzn3+FGY8++z280NuOZz7/DmoOnTG3MCxARERERub5XXnkFaWlppknU6iul2PtuCt6cGYQPF05C1utJ2PveamS9noQPF07CmzODsPfdFFPVeLlcjvT0dLz88sv2/DSIBjzu9kJEJCwuhiAiIrIDkUiErVu3YsiQIQAAbXU1zh87ZrVKkM2NjTh/7Bi01dUAgCFDhiA9PR0ikcgq/RPR7d1avWXft81I+qAee4424abO8qKImzoD9hxtQtIH9aYdIQBWbyEiIiIicjXMCxC5vlvzAlsKfkTE5i+xMe8cNDrLO0hqdE3YmHcOEZu/NO0IATAvQEREREQ0kKxYsQLFxcWIi4sztembGlH+fQHyP9uOo3/ZiPzPtqP8+wLom9rzCHFxcSguLuZrByIHwd1eiIiEI7F3AERERANVcHAwcnJyMH36dGg0Gmirq3H60CGMHD8ePkOH9rnf2qtXcenECVPlR4VCgZycHAQHB1srdCLqoVdeeQVDhw5FSkoKtFotKtQGpH7eiI8ONOLOYW4IHe4GTylQ3wicv9KCH6+2oEnffr9cLseGDRuY2CAiIiIickHMCxC5vlvzAqWaevw6uxhrDp5C1FAf3DtUAS+pGDca9ThxTYOT12rRqG8x3c+8ABERERHRwBQaGoqcnByoVCqkpaXh4MGDKCkpgcHQXnBNJBIhLCwMs2bNwsqVKzFu3Dg7RkxEltyaF2jb7WX/+t9i2NhIDA+LgtTTC431N3Cl5CSuninusMiJeQEiop7hYggiIiI7io6OxqFDhxAfH4/Kyko063S4cPw4fIODEThmDDwVih73Va/RoOLsWajLykxtQ4YMQW5uLsaPH2+D6ImoJ1asWIGZM2fimWeeQW5uLgCgSQ+cKW/BmfKWLu+Li4tDamoqt7okIiIiInJhzAsQuT5LeYFGfQvyL6uRf1nd5X3MCxARERERUUREBDZu3AgAqK2txblz56DT6SCTyTBmzBh4e3vbOUIiuh1LeYG23V7Kvy/o8j7mBYiIeo6LIYiIiOwsOjoahYWFSExMRHZ2NgBAXVYGdVkZ5P7+8AsKgqevLzwVCriJxab7WvR61Gs0qFerUVNWBm1NTYd+ExISsHXrVlZ+JHIArN5CRERERERdYV6AyPUxL0BERERERP3l4+OD6Ohoe4dBRH3AvAARkW1xMQQREZEDCA4Oxv79+7F9+3asXr0aarUaAKCtroa2utp4kUgEdw8PiNzcYGhpQVNDA2D2wqiNr68v3n//fSxduhQikUjAz4KIbofVW4iIiIiIyBLmBYgGBuYFiIiIiIiIiAYu5gWIiGyDiyGIiIgchEgkwrJly/DEE09g9+7d2LRpE1QqVfsFBgOadLou74+MjERycjIWLFjAF0hEToDVW4iIiIiIyBzzAkQDC/MCRERERERERAMX8wJERNbDxRBOrKqqyt4hOD1Lz5DP1Tr4bG2Dz9U2HPG5PvbYY/j5z3+OkydPIj8/HydOnMDJkydRU1ODxsZGSKVS+Pn5ISoqCvfeey8mTpyIqKgoiEQi6HQ66LqZHCEkR3y2roDP1Tb4XG2Hz9Y2+Fxtg8+QnAm/XvuPP0ttg8/VdvhsbcMRnyvzAtQdPlfb4HO1HT5b2+BztQ0+Q3Im/HrtP/4stQ0+V9vhs7UNPlfb4HO1HT5b2+BztQ0+V9vhs7UNPkPnJDIYLOyjTQ6nsrISgYGB9g6DiIiIiIhowKmoqMCQIUPsHQYNcMwLEBERERER2QfzAuQImBcgIiIiIiKyD+YFHJ+bvQMgIiIiIiIiIiIiIiIiIiIiIiIiIiIiIiLqDS6GICIiIiIiIiIiIiIiIiIiIiIiIiIiIiIip8LFEERERERERERERERERERERERERERERERE5FQk9g6A+u77779HQECAvcNwalVVVbjnnns6tPG5WgefrW3wudoGn6vt8NnaBp+rbfC52g6frW3wudqGpedK5Kj4Pd9//FlqG3yutsNnaxt8rrbDZ2sbfK62wedqO3y2tsHnahvMC5Az4fd8//FnqW3wudoOn61t8LnaBp+r7fDZ2gafq20463PV6/X44osv8Pe//x0FBQW4fPnybe8ZMWIElEolfvGLX2DGjBkQi8U2jdFZn62jY17AOXExhBMLCAjAkCFD7B2Gy+FztR0+W9vgc7UNPlfbscazNRgMKCgowPHjx5Gfn4+ioiJUVVWhsbERUqkUAQEBiI6OxsSJExEbGwulUgmRSGSlz8Ax8WvWNvhcbYfP1jb4XIkGFn7P2wafq23wudoOn61t8LnaDvMCtsGvWdvgc7UdPlvb4HMlGlj4PW8bfK62wedqO3y2tsHnaht8rrbDZ2sbfK624cjPtaqqClu3bkVaWhpKS0t7de/ly5dx+fJl7N27FyEhIUhKSkJiYqKgixMc+dkS2RIXQxAREZHTqKurw65du7B582aoVKour7t8+TJOnjyJjIwMAEBERASSk5OxcOFCeHt7CxUuEREREREREVkR8wJERERERERERERkbQaDATt27MBzzz0HjUbT8YMeHkBQEBAcDIwYAQwaBEgkQHMzcPMmcPkyUFYGlJcDDQ0AgNLSUqxduxbvvvsuNmzYgMWLF7t8sRYie+JiCCIiInJ4BoMB27Ztw5o1a6BWqztfIBLB3cMDIrEYBr0eTQ0NgMFg+rBKpUJycjLWrl2LdevWYdmyZXyRQUREREREROQkmBcgIiIiIiIiIiIiWygvL0dSUhL27dvX3igSAeHhwOTJxn/d3LruQKk0/tvSApw+DRw9avzXYIBarcaSJUvw6aefIj09HSNGjLDtJ0M0QHExBBERETm0srIyJCYmIjs7u0O73N8ffkFBkPv5QebjAzex2PSxFr0eutpaaGtqUFNeDm11NQBArVZj+fLlyMzMxNatWxEcHCzo50JEREREREREvcO8ABEREREREREREdnCkSNHMG/ePNTU1LQ3RkcD8fHA4MG968zNDbj7buN/168DOTlAUREAYN++fYiIiMDevXsxZcoUK34GRARwMQQRERE5sKKiIsTHx6OystLU5hscjMAxY+CpUHR5n5tYDLmfH+R+fggIDUW9RoOKs2ehLisDAGRnZ2PChAnIyclBdHS0zT8PIiIiIiIiIuo95gWIiIiIiIiI6HZqa2tx9uxZNDQ0wMPDA2PGjIGPj4+9wyIiB3fw4EE8/PDDqK+vNzZ4ewOPPQaMG9f/zgcPBp56Crj3XiArC6irQ01NDWbNmoU9e/Zg1qxZ/R+DiEy62buFiIiIyH4KCwsxffp004QHiUyGUbGxCFEqu53wYImnQoEQpRKjYmIgkckAAJWVlZg+fTqKWldhExEREREREZHjYF6AiIiIiIiIiLqiUqmwatUqhIeHQ6FQQKlUYvLkyVAqlVAoFAgPD8eqVaugUqnsHSoROaBvvvmm40KIsDBgzRrrLIQwN26csd+wMABAfX09Hn74YRw5csS64xANcFwMQURERA6nrKwMCQkJ0Gg0AAC5vz/Cp0+Hz9Ch/erXZ9gwhE+fDrm/PwBAo9EgPj4eZa2VIYmIbqe2thaFhYU4duwYCgsLUVtba++QiIiIiIhcDvMCROSomBcgIiIiIrKvc+fOIT4+HpGRkdi0aRNKSkosXldSUoJNmzYhMjIS8fHxOH/+vMCREpGjKi8vx0MPPdS+ECIiAli6FJDLbTOgXG7sv3WhRX19PebNm4fLly/bZjyiAYiLIYiIiMihGAwGLF++3FT5Ue7vj9BJkyCRSq3Sv0QqReikSaaJD5WVlUhMTITBYLBK/0TkelhZhoiIiIhIOMwLEJGjYV6AiIiIXE19fT3KysraJ4ESOYn09HRERUUhNzfX1CZ2lyJ43ERMfGQppjz1a0x8ZCmCx02E2L09j5Cbm4vIyEhs3brVHmETkQMxGAxISkpCTU2NsSEsDFiwAJBIbDuwRAIsXGjaIaKmpgYrVqxgTpLISrgYgoiIiBzKtm3bkJOTAwCQyGQYFRMDsZVfdIglEoyKiYFEJgMAZGdnY/v27VYdg4icHyvLEBEREREJj3kBInIUzAsQERGRK9q/fz9CQ0MxcuRIhIaGYv/+/fYOiahH3njjDSQlJUGr1QIAfIeHYN5vNuDlL8rxq51H8diraXhwzTo89moafrXzKF7+ohzzfrMBvsNDAABarRYrVqzAm2++ac9Pg4jsbMeOHdi3b5/xxNtbmIUQbSQS43heXgCAffv2YefOncKMTeTiuBiCiIiIHEZdXR3WrFljOh85frzVKj/eSiKVYuS995rOV69ejbq6OpuMRUTOx1JlGXcxEBbshviJEjw6RYL4iRKEBbvBXdx+HyvLEBERERH1HfMCROQoLOUFpGI33DfCF7+MDsHzMaPxy+gQ3DfCF1Jx+9utzAsQERGRI6uursaiRYtw9epVAMDVq1exePFiVFdX2zkyou6lp6fj1VdfNZ3HPL4Cz39ahMnzkyHzVli8R+atwOT5yXj+0yLEPL7C1P7KK68gPT3d5jETkeOpqqrCc889197w2GOAXC5sEHK5cdxWzz33HKqqqoSNgcgFCbSkiYiIiOj2du3aBbVaDQDwDQ6Gz9ChNh3PZ9gw+AYHQ11WBrVajd27d2PlypU2HZOIHN8bb7zRIaEa6CvC41PdMSNagkEyUafrb+oM+LKoGZmHm1ChNpgqy1y7dg0vv/yykKETERERETk15gWIyBHcmhcIUXhizeSxWBQ1EgqZe6frNbom7Dx5CeuOnkGppp55ASIiInJYmZmZnRY+XL9+HVlZWUhMTLRTVETdO3fuHFJSUkznc154F1MXPt/j+z3kXnhk7YcYPHI09q//LQAgJSUFM2fORGhoqLXDJSIHtnXrVmg0GuNJdDQwbpx9AomIMI5fVAS1Wo2PPvoIL730kn1iIXIR3BmCiIiIHILBYMDmzZtN54Fjxggyrvk4mzdvhsFgEGRcInJMt1aWmXu/BGnPeeKhSe4WF0IAwCCZCA9Nckfac56Ye3/7enNWliEiIiIi6jnmBYjIEdyaF1ipvBOq5BlYdX+oxYUQAKCQuWPV/aFQJc/ASuWdpnbmBYiIiMjRZGVl9aqdyBEkJydDq9UCMO4I0ZuFEOamLkox7RCh1WrxzDPPWCtEInICer0eW7ZsMZ6IREB8vH0DioszxgFgy5Yt0Ov19o2HyMlxMQQRERE5hIKCAqhUKgCA3N8fngrL21lam6dCAbm/PwCguLgYhYWFgoxLRI7n1soyiXOkePYRD3h6WF4EcStPDxGefcQDibOlpraUlBScP3/e6rESEREREbka5gWIyN5uzQu8HxeB1AfHw0sq6eaudl5SCVIfHI91s9orSzIvQERERI6ipqYGX331lcWPffnll6ipqRE4IqLbKy4uRm5uLgDAd3gIZj//Tr/6m/38O/AdHgIAyM3NNeUhiMj1HThwABcvXjSehIcDgwfbN6CAAGMcAEpLS5GdnW3feIicHBdDEBERkUM4fvy46dgvKEjQsc3HM4+DiAYW88oyc++X4LGfWK74eDuPTXU37RDByjJERERERD3DvAAR2Zt5XmCl8k68MKlvO9SsnjzWtEME8wJERETkKP71r3+hubnZ4seam5uxd+9egSMiur20tDTT8dRFKfCQe/WrPw+5F6Yuet5i/0Tk2jIyMtpPJk+2XyDmJk0yHX7yySf2i4PIBXAxBBERETmE/Px807Hcz0/QsT19fS3GQUQDh3llmUBfEZab7e7QF8tnSxHoa9xRgpVliIiIiIhuj3kBIrIn87xAiMIT78VF9Ku/9+IiEKLwBMC8ABERETmGrKysfn2cyB4OHjwIABC7SzFh7gKr9Dlh7kKI3aUd+ici12cqgOLhYdqRwe7uussYD4C8vDw7B0Pk3LgYgoiIiBxCUVGR8UAkgszHR9CxPRUKQGSctFxYWCjo2ETkGMwrvzw+1R2eHqJ+9efpIeqwswQryxARERERdY95ASKyJ/PX7Wsmj4WXVNKv/rykEqw221mCeQEiIiKyp9raWuTk5HR7TU5ODurq6gSKiOj2amtrUVJSAgAYHhYFmbfCKv3KvBUYNjYSAFBSUsKve6IBoKKiAmVlZcaToCDAzUGmTbu5GeMBcOnSJVRWVto5ICLn5SDf1URERDTQVVVVAQDcPTzgJhYLOrabWAz31tXW169fF3RsInIMbZVf3MXAjOj+TXhoM3OCBO7ijv0TEREREZFlzAsQkT21vW6Xit2wKGqkVfpcfO8dkIrdOvRPREREZA/79u1DY2Njt9c0NDRg3759AkVEdHtnz541HbctXrCW4WFRAACDwdBhHCJyTQUFBe0nwcH2C8SS1sUQwC1xElGvcDEEEREROYS2BJxI4AkPbUStK78bGhrsMj4R2Y95ZZlRw90wSNa/XSHaDJKJcOcw488WVpYhIiIiIuoe8wJEZC/meYF7h/pAIXO/zR09o5C5I2qocacb5gWIiIjInrKysqx6HZEQzF+fe8i9rdq31NPLdKzT6azaNxE5nlOnTrWfjBhhv0AsMVsMoVKp7BgIkXOzTslTIiIion6SSqUAAINeb5fxW1rHbWpqwpIlS1BUVISqqio0NjZCKpUiICAA0dHRmDhxImJjY6FUKiESWWfCNBHZl3nFl1HDrLtePHS4G86Ut5gqy0RHR1u1fyIiIiIiV8G8ABHZi3leIGqowqp93ztUgfzLauYFiIiIyG60Wi0OHDjQo2v3798PrVYLuVxu46iIbs+jdQdHAGjQWndhcWP9DdOxTCazat9E5Hhu3Gj/nsegQfYLxBKzeG7evGnHQIicGxdDEBERkUMICAjA5cuX0dTQgBa9Hm4CVYLUNzWh+uJFNLdWltBoNMjIyOh03eXLl3Hy5EnTxyIiIpCcnIyFCxfC29u6lSiISFjmlWXkHt1c2Aee0vZjVpYhIiIiIuoa8wJEZC/meQFvqXXfOvWStv8sY16AiIiI7CE7OxtarbZTu4eXDxpu1HZo02q1yMnJwaOPPipUeERdGjNmjOn46pliq/Z9peQkAEAkEnUYh4hcU9uOtAAAiYNNmTaLhzvWEvWddcueEhEREfWRqSqawQBdbW33F1uBwWDA9dJS/PfgQVy2tNWcSAR3mQzSQYPgLpMBt1R7VKlUSE5Oxh133IGPP/4YBoPB5jETkW2YV5bRWjm/UG+WV2FlGSIiIiKirjEvQET2Yp4XqGtstmrfNxrbd7thXoCIiIjsITMz02L7nOfe6dX1RELz8fFBWFgYAOPiBV2dxir96uo0psUVYWFhLHBANAC07UgLAGi27uv+fjOLxzw/QUS942DLnIiIiGigmjhxoqm6oramBnI/P5uN1Vhfj7LvvkNdRUWHdrm/P/yCgiD384PMx6dDFcoWvR662lpoa2pQU14ObXU1AECtVmP58uXIzMzE1q1bERwcbLO4icg2zCu+XLjaYtW+z18x9sfKMkRERERE3WNegIjsxfz1+slr1plg1eZEa3/MCxAREZE9NDQ04PPPP+/U7jfiTkx8dBkObftfqK+UdvjY559/joaGBk7IJIcwa9YslJSUQN/UiMJ9uzF5fnK/+yzctwv6pkZT/0Tk+ry8vNpPbt60XyCWmMUzaNAgOwZC5Ny4MwQRERE5hNjYWNNxTXm5zcbRqtU48/XXHSY8+AYHI2zaNIydOhUBoaGQ+/l1mPAAAG5iMeR+fggIDcXYqVMRNm0afM0mOGRnZ2PChAkoKiqyWexEZBvmlWUuXGnBTZ11Krre1BnwY+viClaWISIiIiLqHvMCRGQv5nmBE9dqodE1WaVfja4JJ68Zd7phXoCIiIjs4eDBg6irq+vUHjHjUbi5uSFixqOdPlZbW4svvvhCiPCIbmvlypWm48M716NBe6Nf/TVob+Dwzg0W+79VbW0tCgsLcezYMRQWFqJWgF0sicg2xo0b135y+bL9ArHELA8aERFhx0CInBsXQxAREZFDUCqVpj/stdXVqNdYtwobYJzwcO7IETQ3Gis9SGQyjIqNRYhSCU+Fold9eSoUCFEqMSomBpLWLe4rKysxffp0TnwgckJtlV+a9MCXRdbZGvOLwmY06Tv2T0REREREljEvQET21Pa6vVHfgp0nL1mlzx0nLqJR39KhfyIiIiIhZWVlWWwf9zPjIghLiyG6u49IaBEREYiLiwMAqK+U4sCGl/rV34ENL5l2Q4mLi+s4QRqASqXCqlWrEB4eDoVCAaVSicmTJ0OpVEKhUCA8PByrVq2CSqXqVxxEJCylUtl+UlZmv0AsMVsM0SFOIuoVLoYgIiIihyASiZCc3L6tZcXZs1btv7G+HheOHUNLs3GSs9zfH+HTp8Nn6NB+9eszbBjCp0+H3N8fAKDRaBAfH48yR3sBRUTdMq/8knm4CfUN/dsdor7BgKxv2itJdldZhoiIiIiImBcgIvsyf92+7ugZ3GjsX6GEG43NeP9Y+88x5gWIiIhIaE1NTdizZ0+ndp8hIzAy8n4AwMjIGPgMGdHpmj179qCpyTq7ZRH1V2pqKuRyOQAgLzMdh3eu71M/h3euR15mOgBALpcjNTXV9LFz584hPj4ekZGR2LRpE0pKSiz2UVJSgk2bNiEyMhLx8fE4f/58n2IhImEFBgYiuG2H1/JyoKXFvgG1aWkxLYYYOXIkhgwZYueAqKcqKipw4MABrFu3Dr///e+xdu1a/P73v8e6detw4MABVJjtSkzC4GIIIiIichgLFy6Er68vAEBdVobaq1et0q/BYEDZd9+ZKj/K/f0ROmkSJFKpVfqXSKUInTTJNPGhsrISiYmJMBj6N5maiIRjXlmmQm3ARwca+9XfRwcaUaE2/gywVFmGiIiIiIg6Y16AiOzFPC9QqqnHi7n9q/T6Yq4KpZp6AMwLEBERkX0cOnQINTU1ndrH/ewRuLkZp4u5ubnhnukPd7qmuroaX3/9ta1DJOqR0NBQrF/fvgBi//rf4rO3VqFBe6NH9zdob+Czt1Zh//rfmto2bNiA0NBQAEB6ejqioqKQm5tr+rjYXYrgcRMx8ZGlmPLUrzHxkaUIHjcRYvf2PEJubi4iIyOxdevW/n6KRCSA2NhY40FDA3D6tH2DafPDD8Z4AMTExNg5GOqOXq/H3r178cQTT2DkyJEYOnQo5syZgxdffBH/8z//g7fffhv/8z//gxdffBFz5szB0KFDMXLkSDzxxBP4/PPPodfr7f0puDwuhiAiIiKH4e3tjXXr1pnOL504YZqo0B/VFy+irnXVrUQmw6iYGIglkn73a04skWBUTAwkMhkAIDs7G9u3b7fqGERkW+aVZfZ924ysw32repR1uAn7vm2tNntLZRkiIiIiIuoa8wJEZE/meYEtBT/i/aNn+tTP+0fPYEvBjwCYFyAiIiL7ycrKstgeMfPnHc4jbzm/3f1E9rBixQq8/vrrpvO8zHRseCIaR/+6Cbo6jcV7dHUaHP3rJmx4Itq0IwQAvPHGG0hMTDQdJyUlQavVAgB8h4dg3m824OUvyvGrnUfx2KtpeHDNOjz2ahp+tfMoXv6iHPN+swG+w0MAAFqtFitWrMCbb75pq0+diKzk6aefbj85etR+gZg7dsx0uGTJEvvFQbd1//3346GHHkJmZmaPdwQuKytDZmYm5s2bh9GjR+Ptt99GVVWVjSMduLgYgoiIiBzKsmXLkJCQAABo1ulwIS8P+ua+b0uvb2rClVOnTOcjx4+3WuXHW0mkUoy8917T+erVq1FXV2eTsYjI+m6tLLP1QCM2ftaA+oaeVXOtbzBg42cN2Gq2q4R5ZRkiIiIiIro95gWIyF5uzQusOXgKz3z+HW409uxn0I3GZjzz+XdYc7D9Zw7zAkRERGQPer0en332Wad2L/9A3Dl+Soe2O6N/gkF+Qzpd+89//pNVjMmhvPLKK0hLSzMtYFZfKcXed1Pw5swgfLhwErJeT8Le91Yj6/UkfLhwEt6cGYS976ZAfaUUgHGhcnp6Ol5++WUAxh0hXn31VVP/MY+vwPOfFmHy/GTIvBUWY5B5KzB5fjKe/7QIMY+v6BBbenq6xXuIyDHMnj0bISHGhUw4fRq4ft2+AVVVmXaoCAkJMeVDyTFdunSp/cTDAwgNBR54AJg/H/jlL4GkJOO/8+cb20NDjde1Ki0txdq1azF27FhkZGRwR2Eb4GIIIiIicigikQhbt27FkCHGpJu2uhrnjx3rcyXImrIy6JuM1d19g4PhM3So1WK1xGfYMPgGBwMA1Go1du/ebdPxiMi6bq0ss+/bZiR9UI89R5twU2f5BelNnQF7jjYh6YN6044QQMfKMkRERERE1DPMCxCRPd2aF9hS8CMiNn+JjXnnoNFZ3kFSo2vCxrxziNj8pWlHCIB5ASIiIrKfb775BhWtu+OZu2faQ3ATizu0uYnFuGfaQ52uraiowJEjR2wWI1FfrFixAsXFxYiLizO16ZsaUf59AfI/246jf9mI/M+2o/z7Auib2vMIcXFxKC4uNv19fu7cOaSkpJg+PueFd/HI2g/hIffqURweci88svZDzEn5X1NbSkoKzp8/399PkYhsRCwWIykpyXhiMAA5OfYNKDfXGAeAlStXQnzL72eynytXrnRuFImAu+4Cli0DXn8deOYZYN48QKk0to8ZY/xXqTS2P/OM8bply4ztIhEAY754yZIlmDdvHi5fvizwZ+bauBiCiIiIHE5wcDBycnKgUBgrLmirq3H60CHUXrvWq34MBgOuX7hgOg8cM8aqcXbFfJzNmzdzRS+Rk7m1skyF2oDUzxsx/w9aPLupHuv/0YAtnzdg/T8a8Oymesz/gxapnzeiQm38Xr+1sgwREREREfUO8wJEZE+35gVKNfX4dXYxAtcdwH1bv8byfxXh+eyTWP6vIty39WsErjuAX2cXo1RTD4B5ASIiIrK/rKwsi+3jZjxqsT2ii/au+iGyp9DQUOTk5KC4uBirVq1CeHg4RK2TTNuIRCKEh4dj1apVUKlUyMnJ6bBjW3JyMrRaLQDjjhBTFz7fp1imLkox7RCh1WrxzDPP9O2TIiJBJCYmwtfX13hSVASY7SYrKJXKOD4AX19fLF++3D5xUCdHjhzBT3/6046N0dHAb39r3Pnh7rsBtx5Ou3dzM17/y18a74+ONn1o3759iIiI4MJTK+JiCCIiInJI0dHROHTokKkSZLNOhwvHj6O0oAD1Gk2P+qhXq6GrqwMAyP394amwvJ2ltXkqFJD7+wMAiouLUVhYKMi4RGQ9lirLNOmBM+UtyMlvxmdHm5GT34wz5S1oMtsl+tbKMkRERERE1DfMCxCRPVnKCzTqW5B/WY2Pi0rxQd55fFxUivzLajTqW0zXMC9ARERE9tbS0mJxEYOnjx9GT5xm8Z7Q+6ZB5u3bqT0rKwstLS2dbyByABEREdi4cSN++OEHqNVqFBYW4ujRoygsLIRGo8EPP/yAjRs3Yty4cR3uKy4uRm5uLgDAd3gIZj//Tr/imP38O/AdHgIAyM3NhUql6ld/RGQ7AQEB2LBhQ3tDVhbQujBKMFqtcdxWH3zwAQICAoSNgSw6ePAgZs2aBbVabWzw9gaWLAGeegoYPLh/nQ8ebOxnyRJjvwBqamowa9YsHDx4sH99EwAuhiAiIiIHFh0djcLCQiQkJJja1GVlKPn6a5w5fBhV58/jZnU1WvT6Dve16PW4WV2NijNnTG1+QUGCxX3reMePHxd0bCKyDmtUliEiIiIior5jXoCI7Il5ASIiInJGeXl5uHz5cqf2u3/6IMTu7hbvkbhLcfdPH+zUXl5ejm+//dbqMRJZm4+PD6KjozFp0iRER0fDu3WiqSVpaWmm46mLUuAh9+rX2B5yL0xd9LzF/onI8SxevBhz5841ntTVAbt3A83Nwgze3Azs2gXcuAEAePDBB7Fo0SJhxqZuffPNN3j44YdRX2/c9RNhYcCaNcAtC+r6bdw4Y79hYQCA+vp6PPzww9whwgok9g6AiIiIqDvBwcHYv38/tm/fjtWrV5tW4Gqrq6GtrjZeJBLB3cMDIjc3GFpa0NTQABgMHfqR+/kJGrdn29Z6APLz8wUdm4isq62yDADU1tbi3Llz0Ol0kMlkGDNmTLcJVXJttbW1OHv2LBoaGuDh4YExY8bAx8fH3mERERERuRTmBYjI3pgXoK4wL0BERI7I0q4QABAx4+fd3hc54+co+nyXxf5iY2OtEhuRI2irwC12l2LC3AVW6XPC3IXYv/630Dc1ssI3kYMTiURIS0tDZGQkampqgJIS4wKFhQsBiQ2nU7cthGgt3uLn54e0tLRORRdIeOXl5XjooYfaF0JERAALFtju60EuB5YuNX49nDqF+vp6zJs3DyqVCiNGjLDNmAMAd4Ygh1VfX4+ysrL2HzJERDRgiUQiLFu2DBcvXkRqaioiIiI6XmAwoEmnQ6NWiyadrtOEB4hEkAn8JpSnQgG0vmgpLCwUdGwisp3eVJYh16RSqUwVQRUKBZRKJSZPngylUgmFQtGhIigR9Q/zAkRE1IZ5ASJyFMwLEPMCRETkyAwGg8XFEB6DvDE2dma3946JnQmphQr5WVlZMNz6GovISdXW1qKkpAQAMDwsCjJvhVX6lXkrMGxsJACgpKQEdXV1VumXiGwjKCgIe/fuhaenp7Hh1Clg+3ZAq7XNgFotsG2bcRwAcrkce/fu5cR3B2AwGJCUlGRcGAMYd2yw5UKINhKJcQFO6w4RNTU1WLFiBf/m6gcuhiCHtH//foSGhmLkyJEIDQ3F/v377R0SERE5AG9vb6xcuRInT55Efn4+PvzwQyxZsgRRUVEICgpCQEAAgoKCEBUVhSVLlkChMCYv3D084CYWCxqrm1gMdw8PAMD169cFHZuIiKzv3LlziI+PR2RkJDZt2mRKlt+qpKQEmzZtQmRkJOLj43H+/HmBIyVyDcwLEBGRJcwLEBGRvTAvQEREzqCoqAg//vhjp/a7ps6BROrR7b3uHjLcNXVOp/YLFy7gu+++s1KERPZ19uxZ03Hb4gVrGR4WBcA4sdZ8HCJyTFOmTMGePXvaF0SUlADr1pkWLFiNSgW8955pRwi5XI49e/ZgypQp1h2H+mTHjh3Yt2+f8cTbW5iFEG0kEuN4XsbFqPv27cPOnTuFGdsFCfR/jajnqqursWjRIlS3bnF+9epVLF68GCUlJfD397dzdERE5AhEIhGUSiWUSmW3133++efG6wWe8NBG5GZcd9rQ0GCX8YmIyDp27NiBV199FVqzaiDuYmDUcDeMGuYGuQegbQAuXG3BhSstaNIbr8nNzUVkZCQ2bNiAxMREO0VP5HyYFyAiotthXoCIiIRkKS8gFbvh3qE+iBqqgLdUgrrGZpy8psGJa7Vo1LcAYF6AiIiEl5mZabE9YsajPbo/YsajOJnzd4v9RkdH9ys2Ikdg/vrcQ27dXd6knu07q+h0Oqv2TUS2MWvWLBw8eBDz5s0z7gxQVwd88gkQHQ3ExwODB/e986oqIDcXKCoyNfn5+WHv3r1cCOEgqqqq8Nxzz7U3PPYYIJcLG4Rcbhw3IwMA8Nxzz2HOnDkICAgQNg4XwMUQ5HAyMzNNEx7aXL9+HVlZWUwUEhFRr0ilUgCAQa+3y/iGFuObXh4e3VdaISIix7ZmzRrTcaCvCI9PdceMaAkGyUSdrr2pM+DLomZkHm5ChdoArVaLFStW4Nq1a3j55ZeFDJvIaTEvQERE1sK8ABERWYN5XiBE4Yk1k8diUdRIKGTuna7V6Jqw8+QlrDt6BqWaeuYFiIhIMAaDAVlZWZ3a3WWeCJsc36M+wqckwF3miSZdfYf2rKwsvPnmmxCJOufEiZyJ+evzBm2dVfturL9hOpbJZFbtm4hsZ8qUKSguLkZSUlL7DgFFRcB33wHh4cCkScBddwGtRU+61dIC/PADcOwYcPo0YDCYPjR37lykp6djxIgRtvlEqNe2bt0KjUZjPImOBsaNs08gERHG8YuKoFar8dFHH+Gll16yTyxOrAffoUTCsvTirLt2IiKirrStlG1qaECLwBMfWvR6NLVWlhjcn9XiRETkMObeL0Hac554aJK7xYUQADBIJsJDk9yR9pwn5t7fXn/glVdeQXp6ulChEjk15gWIiMhamBcgIiJrWqm8E6rkGVh1f6jFhRAAoJC5Y9X9oVAlz8BK5Z2mduYFiIjI1k6dOoWSkpJO7eFTEiD1HNSjPqSegywunDh9+jS+//77fsdIZG9jxowxHV89U2zVvq+UnARg3M3SfBwicnxBQUHYu3cvPvnkEygUCmOjwWBc2LB9O/Dqq0BqKvCvfwEFBcb2s2eN/xYUGNtTU43Xbd9ubG9dCOHr64uMjAzs3buXCyEciF6vx5YtW4wnIpFxJxB7ioszxgFgy5Yt0NupuI8z484Q5FBqamrw1VdfWfzYl19+iZqaGvj5+QkcFREROavo6GicPHkSMBigq62FXMDfIfUajenFzYQJEwQbl4iIbCNxjhSP/cTyRAdLPD1EePYRD4wY7IatBxoBACkpKZg5cyZCQ0NtFSaR02NegIiIrIl5ASIispb34yLwwqSeT2rzkkqQ+uB4jPEfhDUHTwFgXoCIyNXp9Xq89dZb+Pzzz1FTU2OzMW4VGxsLsViM2tpai/eMm/For8aImPEoTn31Waf2GTNmwMfHp1d9WYOfnx8efPBBrF27FmKxWPDxybX4+PggLCwMJSUluFJyEro6DWTein73q6vTmBZXhIWFwdvbu999EpGwRCIRnn76acydOxcfffQRtmzZgtLSUuMHGxqA8+eN//VQSEgIVq5cieXLl5sKtpDjOHDgAC5evGg8CQ8H7F3MJiDAGMcPP6C0tBTZ2dmYO3eufWNyMlwMQQ7lX//6F5qbmy1+rLm5GXv37sXixYsFjoqIiJzVxIkTkZGRAQDQ1tQIO+lBre4QBxEROa+590t6tRDC3GNT3XH5egv2fdsMrVaLZ555Bjk5OVaOkMh1MC9ARETWxLwAERFZw0rlnb1aCGFu9eSxOFt9E1sKfmRegIjIxaWkpGDjxo2Cj3u+m4mZYncp7vrJnF71d9fUuRC7S6FvauzQfu3aNVy7dq1PMfbXt99+i6qqKnzwwQd2GZ9cy6xZs1BSUgJ9UyMK9+3G5PnJ/e6zcN8u0/fMrFmz+t0fUXcqKipQUFCAU6dO4caNG2hsbIRUKoWXlxfGjRsHpVKJwMBAe4fptAICAvDSSy/hxRdfxIEDB5CRkYG8vDxcunTptveOHDkSMTExWLJkCRISEriIz4G15YwBAJMn2y8Qc5MmGXcVAfDJJ59wMUQvcTEEOZSsrKzbfpyTHoj6r1mnQ/WpU/AfNw4Smcze4RDZTGxsrOm4prwcAQJW3KopL7cYBxEROZdAXxGWz5b2q4/ls6X4T4keFWoDcnNzoVKpEBERYaUIiVwL8wJEwmBegAYK5gWIiKi/QhSeeC+uf6/h34uLwIGz11CqqWdegIjIRen1+o6T6hzE2NiZkHn1bjcHmZcPxsTMxOlv9tsoqr7JyMjA+vXr4ebmZu9QyMmtXLkSmzZtAgAc3rkeyocWw0Pu1ef+GrQ3cHjnhg79E1mTXq/H/v37sWPHDhw/fhxlZWW3vSc4OBixsbF4+umnMXv2bE7K7wOxWIwHH3wQDz74IADjIpTCwkKoVCrcvHkTDQ0N8PDwwKBBgxAREQGlUokhQ4bYOWrqqePHjxsPPDyMOzI4grvuMsbT0IC8vDx7R+N0+BciOYza2trbVkLJyclBXV2dQBERua4ja9bgi8WLcfTFF+0dCpFNKZVK05tK2upq1Gs0goxbr9FAW10NAIiMjMSECRMEGZeIiKzv8anu8PQQ9asPTw9Rh50l0tLS+hsWkUtiXoBIOMwL0EDBvAAREfXXmslj4SXtX31BL6kEq812lmBegIjI9YjFYnh6eto7jE4iZv68T/dFzurbfbbk6enJhRBkFREREYiLiwMAqK+U4sCGl/rV34ENL0F9pRQAEBcXh3HjxvU7RiIAqKqqwttvv43Ro0fjoYceQmZmZo8WQgBAWVkZMjMzMW/ePIwePRpvv/02qqqqbByxawsMDERCQgLWrFmD1157DW+99RZee+01rFmzBgkJCVwI4UQqKirav5eCggBH+fvCzc0YD4BLly6hsrLSzgE5Fwf5v0gE7Nu3D42Njd1e09DQgH379gkUEZFr0l69ivJDhwAAZV99Ba2dtrIkEoJIJEJycvu2lhVnzwoyrvk4ycnJEIn6N4mWiIjsw10MzIi2zoaKMydI4N5adOXgwYNW6ZPI1TAvQCQM5gVoIGFegIiI+kMqdsOiqJFW6WvxvXdAKja+Nc+8ABGRa3rhhRfsHUIHQ0ffg3sT5vfp3nsT5iMw9G4rR9Q/KSkp9g6BXEhqairkcjkAIC8zHYd3ru9TP4d3rkdeZjoAQC6XIzU11Wox0sBlMBiQkZGBMWPGYO3atSgtLW3/oIcHEBoKPPAAMH8+8MtfAklJxn/nzze2h4Yar2tVWlqKtWvXYuzYscjIyIDBYLDDZ0XkOAoKCtpPgoPtF4glrYshgFvipNuyzqwOIivIysrq8XXz5/ftBRsRAZe+/LLj+RdfIHzBAjtFQ2R7CxcuxNq1a6FWq6EuK4NfUBB8hg2z2Xi1V69C3bqC2NfXFwv4/UVWYjAYUFBQgOPHjyM/Px9FRUWoqqpCY2MjpFIpAgICEB0djYkTJyI2NhZKpZITboj6wLzi/Kjhbhgks8730SCZCHcOc8OZ8haUlJSgrq4O3t7eVumbyFUwL0AkDOYFaKBhXoBcBfMCRMIwzwvcO9QHCpl7N1f3nELmjqihPsi/rGZegIjIRb344otoaWnByy+/DL1e3+21ASFjMXjkmG6v6Ss3NzcMC4vC1EUpkLhL+9SHxF2Kldv/jcM71+NqyUm0tLRYOUqjqotncP1i94vWJRIJ3nzzTbzI3S3JikJDQ7F+/XokJSUBAPav/y2uXzqH2c+/Aw+5123vb9DewIENL5kWQgDAhg0bEBoaarOYaWAoLy9HUlJSx6JQIhEQHg5Mnmz8t7sq9kql8d+WFuD0aeDoUeO/BgPUajWWLFmCTz/9FOnp6RgxYoRtPxkiB3Xq1Kn2E0f7PjBbDKFSqZCQkGDHYJwLF0OQQ9BqtThw4ECPrt2/fz+0Wq1phS4R9c6lWyoOXTp4kJMeyKV5e3tj3bp1WL58OQDg0okTCPf3h0Tat+Rfd5obG3HpxAnT+fvvv883tKjf6urqsGvXLmzevBkqlarL6y5fvoyTJ08iIyMDgHGL1+TkZCxcuJBfh0S9cOHCBdPxqGHW3UwxdLhxMYTBYMDZs2cRHR1t1f6JnBnzAkTCYV6ABhrmBcjZMS9AJCzzvEDUUIVV+753qAL5l9XMCxARuSiRSISXXnoJ06ZNw1NPPdXhd8qt1Fcv4ScLnsP9jyU67AJWT29fxCX/j036NhgMyMtMx74/dr/AYdSoUfjLX/6CmJgYm8RBA9uKFStw7do1vPrqqwCMO0ScPpKDqYuex4S5CyHz7vy3oK5Og8J9u3B45waor7RX63/jjTeQmJgoWOzkmo4cOYJ58+ahpqamvTE6GoiPBwYP7l1nbm7A3Xcb/7t+HcjJAYqKABh36Y6IiMDevXsxZcoUK34GRM7hxo0b7SeDBtkvEEvM4rl586YdA3E+1p3ZQdRH2dnZ0Gq1ndplks4v+rRaLXJycoQIi8jl6K5fR+UtWyhVFhRAV11tp4iIhLFs2TLTatlmnQ4X8vKgb2626hj65mZcyMtDs04HAJg9ezaWLl1q1TFoYDEYDPj4449xxx13IDk5ufOEB5EI7jIZpIMGwV0mM1aEMKNSqZCcnIw77rgDH3/8Mbe7JOqhhoYG07Hco5sL+8DTbL6drvX3BREZMS9AJAzmBWigYl6AnBHzAkT2YZ4X8JZat66gl1RsOmZegIjIdcXGxqKoqAhPPvlkl9c0N+jw2VursPvFX0CrGVivybWaauxe8/9hz9vPormh69+HTz75JIqKirgQgmzqlVdeQVpamqnwjvpKKfa+m4I3Zwbhw4WTkPV6Eva+txpZryfhw4WT8ObMIOx9N8W0EEIulyM9PR0vv/yyPT8NcgEHDx7ErFmz2hdCeHsDS5YATz3V+4UQtxo82NjPkiXGfgHU1NRg1qxZOHhL4RyigaCxsbH9ROJg+wmYxWOen6Db42IIcgiZmZkW2+eOtVzlsavriah7ZV9+CcMtW1gaWlpQ9uWXdoqISBgikQhbt27FkCFDAADa6mqcP3YMzeZ/4PZDc2Mjzh87Bm3rBKIhQ4YgPT3dYSu5kOMrKyvDnDlzsHz5cqjValO73N8fQZGRGPvAA4icOxf3xMfj7pkzcU98PCLnzsXYBx5AUGQk5P7+pnvUajWWL1+OOXPmoKyszA6fDZFz8fBoXwGhtXJ+od7s145MJrNu50ROjnkBImEwL0ADFfMC5GyYFyCyH/O8QF2jdRfO3WjUm46ZFyAicm0KhQK7d+/G9u3bMaibisOnvvoMf5o/ERcKDgsYnf1cKDiMP82fiFOH9nR5zaBBg/DJJ59g9+7dUCisu0sTkSUrVqxAcXEx4uLiTG36pkaUf1+A/M+24+hfNiL/s+0o/74A+qb2PEJcXByKi4u5IwT12zfffIOHH34Y9fX1xoawMGDNGmDcOOsONG6csd+wMABAfX09Hn74YRw5csS64xA5OKn5jsFWLpjTb2bxmOcn6PYcbFkLDUQNDQ34/PPPO7X7ydxwf5AHvrpQjxpdxzdpP//8czQ0NPAbnqiXLnaxovfSwYMY88QTAkdDzsRgMKCgoADHjx9Hfn4+ioqKUFVVhcbGRkilUgQEBCA6OhoTJ05EbGwslEqlw73hHxwcjJycHEyfPh0ajQba6mqcPnQII8ePh8/QoX3ut/bqVVw6ccJU+VGhUCAnJwfBwcHWCp0GmKKiIsTHx6OystLU5hscjMAxY+DZTdLXTSyG3M8Pcj8/BISGol6jQcXZs1C3TnTIzs7GhAkTkJOTg+joaJt/HkTOatSoUabjC1dburmy985fMfYnEokwZswYq/ZN5MyYFyASDvMC1FfMC3SNeQGyNuYFiOzLPC9w8prGqn2faO2PeQEiooFBJBJhyZIlmDRpkmmXA0s018qwNWkWfrZ8LaYvXwuxo1UotgJ9czO+2voHHPr47U5FGsxFR0fjr3/9K8JaJ+oSCSU0NBQ5OTlQqVRIS0vDwYMHUVJS0mGHPZFIhLCwMMyaNQsrV67EOGtPVKcBqby8HA899FD7QoiICGDBAttVq5fLgaVLgV27gFOnUF9fj3nz5kGlUmHEiBG2GZPIwXh5ebWf3Lxpv0AsMYunuwW11Jnr/QVNTufgwYOoq6vr1B45VAo3kQiRgVL838WOW+PV1tbiiy++wNy5c4UKk8jpNajVuPbttxY/djUvD40aDaSsrEC3qKurw65du7B582aoVKour7t8+TJOnjyJjIwMAEBERASSk5ORkJAgVKg9Eh0djUOHDpneUG7W6XDh+PEevaF8q1vfUAaMlR9zc3Mxfvx4G0RPA0FhYSF+9rOfQaMxvjEqkcn6PDHHU6FAiFIJv6Ag08ScyspKTJ8+HYcOHeLEB6IueLduDwsAF6604KbOgEGy/k/ku6kz4MfWxRVhYWEdxiEa6JgXIBIG8wLUF8wLdI15AbIF5gWI7M/89fqJa7XQ6JqgkLn3u1+Nrgknr9UCYF6AiGigCQ8Px7Fjx/C73/0O69evt3iNoaUFX6a/iXPfHsIv/pAB3+F3CByl7dRcLsXfXn4apd8d7fa6F154AW+99RaLn5BdRUREYOPGjQCMOehz585Bp9NBJpNhzJgx/BuOrMpgMCApKQk1NTXGhrAw2y6EaCORAAsXAtu3AyUlqKmpwYoVK7B3716HK25CZAsdFrNdvgwolfYL5lbl5abDiIgIOwbifLgYguwuKyvLYntkoHE7msihnSc9tN3HSQ9ERrWlpSjeuBENmq6rFDVqNDB0sbWTobkZXyUmdjvpwUOhQOSzz8InJKTf8ZLjMxgM2LZtG9asWQO1Wt35ApEI7h4eEInFMOj1aGpoAMyqIqhUKiQnJzvk1qXR0dEoLCxEYmIisrOzAQDqsjKoy8og9/eHX1AQPH194alQwE0sNt3XotejXqNBvVqNmrIyaNtekLZKSEjA1q1bWfmR+qysrAwJCQmmCQ9yf3+MiomBxHyLvj7wGTYM4f7+uJCXB211NTQaDeLj41FYWMivV6LbaNIDXxY146FJ/Z/08EVhM5r0xuNZs2b1uz8iV8K8AFH/MS9A1sa8APMCJDzmBYgcT6O+BTtPXsKq+0P73deOExfRqDcWSWBegIho4PHw8MAf//hHzJw5E0uWLOmwC5i5H787gg/mT8Rjr25BxIyfCxyl9am+/AeyXl8JXZ26y2uGDBmCjIwMzJ49W7jAiHrAx8eHi8jJpnbs2IF9+/YZT7y9hVkI0UYiMY733nvAjRvYt28fdu7cicWLFwszPpEdKc0XP5gVunEIZoshlI60SMMJcDEE2VVTUxP27NnTqd3HQ4Q7FMYvzzsUEvh4iFDbYOhwzZ49e9DU1AR39/5PTCJydt+np6P0wIF+9VF96tRtrxF7eCD2D3/o1zjk+MrKyjpMCGjTNiFA7ucHmY9PpwkButpaaGtqUFNeDm11NQCY3rx1NMHBwdi/fz+2b9+O1atXmyZ2aKurTbGbJna4ucHQ0tJpYkcbX19fvP/++1i6dClXyVOfGQwGLF++3JT8lvv7I3TSJKtthSyRShE6aRLOHzsGbXU1KisrkZiYiP379/Prlug2Mg83YdYECTw9+v69Ut9gQNY3TabzlStXWiM0IpfAvACRdTAvQNbEvADzAiQ85gWIHNe6o2ewZPwd8JL2/fvxRmMz3j921nTOvAAR0cA1Z84cnDhxAosXL8YXX3xh8RpdnRq7X5yP+x9LxNwX3oPUUy5wlP3XWK/FvvfX4Nt/fNTtdbNmzcKOHTswbNgwgSIjInIMVVVVeO6559obHnsMkAv8814uN47butPrc889hzlz5iAgIEDYOIgEFhgYiODgYJSVlRkXH7S0AG5u9g7LGEfrYoiRI0diyJAhdg7IuTjA/0EayA4dOtS+1ZOZyEAPuLUm4N1EIkQEdq58VF1dja+//trWIRI5hREPPADY+k0rkcg4Drm0oqIiTJgwocOEB9/gYIRNm4axU6ciIDQUcj+/DhMeAMBNLIbczw8BoaEYO3UqwqZNg6+DV5YTiURYtmwZLl68iNTU1M7bixkMaNLp0KjVokmn6zThITIyEqmpqbh48SKWLVvGN46pX7Zt24acnBwAgEQmw6iYGKtNeGgjlkiMFSVlMgBAdnY2tm/fbtUxiFxRhdqAjw409quPjw40okJt/D0SFxfXcetNogGOeQEi62BegKyFeQEzzAuQgJgXIHJcpZp6vJir6lcfL+aqUKqpB8C8ABERAcOHD0dOTg7+93//F5Ju/ub7NmsrNi2ahKtnigWMrv+ulJzEpkWTul0IIZFI8O677yI7O5sLIZxQbW0tCgsLcezYMRQWFqK2ttbeIRE5na1bt7YXEYmOBuz1GiEiwjg+ALVajY8+6n4RG5GriI2NNR40NACnT9s3mDY//GCMB0BMTIydg3E+XAxBdpWVlWWxPfKWSQ5RgR69up9ooLkjPh4/++gjeAYG2qR/z8BAzPj4Y9wRH2+T/skxFBYWYvr06aYKdBKZDKNiYxGiVMJToehVX54KBUKUyg5vsLYpLnashJ23tzdWrlyJkydPIj8/Hx9++CGWLFmCqKgoBAUFISAgAEFBQYiKisKSJUvw4YcfIj8/HydOnMDKlSvh7e1t70+BnFxdXR3WrFljOh85fjwk0s4TPq1BIpVi5L33ms5Xr16Nuro6m4xF5Er2fduMrMNNt7/QgqzDTdj3bTMAQC6XIzU11ZqhETk95gWIrIN5AbIG5gWYFyD7YF6AyPFtKfgR7x8906d73z96BlsKfgTAvAAREbVzc3PDb37zGxw5cgShoaFdXldx/r/YtGgyjv19CwwWdqpzJAaDAcf+lorNi6eg4vx/u7xu9OjROHr0KF588UW4OUIVZuoRlUqFVatWITw8HAqFAkqlEpMnT4ZSqYRCoUB4eDhWrVoFlap/i0iJBgK9Xo8tW7YYT0QiwN4517g4U6GdLVu2QK/X2zceIgE8/fTT7SdHj9ovEHPHjpkOlyxZYr84nJR1y8oQ9YJer8dnn33Wqd1LKsIov45fmqP8JBjkLsLNpo4v7v75z39i06ZNEN9SiYxoIBoWG4vZ//gH8l5+GeVWrI4aNG0aYt58EzI/P6v1SY6nrKwMCQkJppXncn9/44SFfr7x6jNsGML9/XEhLw/a6moAwC9+8QsUFRUh2MEqRIpEIiiVSiiVSnuH0oHBYEBBQQGOHz+O/Px8FBUVoaKiotN1H3/8MWbOnAmlUslqlE5m165dUKvVAIwVV32GDrXpeD7DhsE3OBjqsjKo1Wrs3r0bK1eutOmYRK5g64FGXL7eguWzpfD0uP3P2foG444SbQshAGDDhg3dvrFFNNAwL0BkXcwLUH8wL8C8ANkP8wJEzmHNwVM4W30T78VFwEt6+7fYbzQ248VclWkhBMC8ABERdXb//fejqKgIzzzzDP785z9bvKa5sQH/eufXOHv8IH7+ajoG+Q4WOMrbu6m+jn+8vgLff7232+sWLFiAzZs3w8fHR6DIqL/OnTuH5ORk5ObmdntdSUkJSkpKsGnTJsTFxSE1NZXFA8gpVFRUoKCgAKdOncK1a9c6fbyyshJDhgyx6pgHDhzAxYsXjSfh4cBgO/9cDwgwxvHDDygtLUV2djbmzp1r35iIbGz27NkICQlBaWmpcWeI69ft+71YVWXaoSIkJAQJCQn2i8VJcYkt2c0333xj8U2bcUOkcLvlzRo3kQgRgZ3feKuoqMCRI0dsFiORs5H5+eGBDz+Ecu1auPXzzWo3qRTKtWvxwIcfcsKDizMYDFi+fLmp8qPc3x+hkyZZrQKdRCpF6KRJkPv7AwCqqqqQmJjo8NVL7K2urg6pqamIiorCfffdh2effRYZGRk4efIkrl692un63/3ud7jvvvsQFRWF1NRUVvVzEgaDAZs3bzadB44ZI8i45uNs3ryZ349EPbTv22YkfVCPPUebcFNn+fvmps6APUebkPRBfYeFEG+88QYSExOFCpXIKTAvQGR9zAtQXzAv4JiYFxgYmBcgci5bCn5ExOYvsTHvHDQ6yztIanRN2Jh3DhGbv+ywEIJ5ASIi6oqPjw927dqFjIwMDBo0qMvrvv96L/40fyLOF/yfgNHd3vn8f+NP8yd2uxDCy8sLO3bswK5du7gQwomkp6cjKiqqw0IIsbsUweMmYuIjSzHlqV9j4iNLETxuIsTu7TmE3NxcREZGYufOnfYIm6hber0ee/fuxRNPPIGRI0di6NChmDNnDl588UWsW7eu0/Xjxo3DyJEj8cQTT+Dzzz+3yq4JGRkZ7SeTJ/e7P6uYNMl0+Mknn9gvDiKBiMViJCUlGU8MBiAnx74B5eYa4wCwcuVKFoHrAy6GILvJysqy2B451PKbbJEWJj101w/RQCUSiRC+YAHi//IX+PSxwpBPaCji//pXhC9YwEpyA8C2bduQ0/pHnUQmw6iYGIgl1t08SiyRGCtKymQAgOzsbGzfvt2qY7gKg8GAjz/+GHfccQeSk5M7byUqEsFdJoN00CC4y2Sm7QrbqFQqJCcn44477sDHH3/MN7MdXEFBgen/sdzfH54KhSDjeioUpolIxcXFKCwsFGRcIme1bt06yOVyAECF2oDUzxsx/w9aPLupHuv/0YAtnzdg/T8a8Oymesz/gxapnzeiQm38+SuXy5Geno6XX37Znp8CkUNiXoDINpgXoN5iXsCxMC8wsDAvQOQczPMCpZp6/Dq7GIHrDuC+rV9j+b+K8Hz2SSz/VxHu2/o1AtcdwK+zi1GqqQfAvAAREfWMSCTC4sWLUVRUhAkTJnR5XW1FOT5aMQsHU38PfXNzl9cJQd/cjNzNr+GjpDjUVpR3eZ1SqURhYSEWLVokYHTUX2+88QaSkpKg1WoBAL7DQzDvNxvw8hfl+NXOo3js1TQ8uGYdHns1Db/aeRQvf1GOeb/ZAN/hIQAArVaL1atX2/NTIOqgqqoKb7/9NkaPHo2HHnoImZmZKCsr69G9ZWVlyMzMxLx58zB69Gi8/fbbqKqq6nMsx48fNx54eBh3ZHAEd91ljAdAXl6enYMhEkZiYiJ8fX2NJ0VFwKlT9glEpTKOD8DX1xfLly+3TxxOjoshyC5aWlosTlbwlIgwxs/d4j2j/d3hKen85mtWVhZaWlqsHiORs/O76y4k/P3v8A0L69V9vmFhSPj73+HnKH9wk03V1dVhzZo1pvOR48dbrfLjrSRSKUbee6/pfPXq1axSeIuysjLMmTMHy5cvh1qtNrXL/f0RFBmJsQ88gMi5c3FPfDzunjkT98THI3LuXIx94AEERUaa3sQGALVajeXLl2POnDk9fhFPwjMlOgD4BQUJOrb5eOZxEFFnixcvRnFxMeLi4kxtTXrgTHkLcvKb8dnRZuTkN+NMeQuazArCxMXFobi4mJUfiSxgXoDI9pgXoJ5gXsCxMC8w8DAvQOQcLOUFGvUtyL+sxsdFpfgg7zw+LipF/mU1GvXtr02YFyAiot4aO3Ysjh071u0kcoPBgK+2voWtiTNQc7lUwOja1VwuxdbEGTj00dvdLsBes2YNjh49irFjxwoYHfVXeno6Xn31VdN5zOMr8PynRZg8Pxkyb8sLuGXeCkyen4znPy1CzOMrhAqV6LYMBgMyMjIwZswYrF27FqWlZj83PTyA0FDggQeA+fOBX/4SSEoy/jt/vrE9NNS0SAAASktLsXbtWowdOxYZGRm9LkJRUVHRnqcJCgLcHGT6rpubMR4Aly5dMu0gS+TKAgICsGHDhvaGrCygdRGgYLRa47itPvjgAwQEBAgbg4twkJ+mNNDk5eXh8uXLndrvGSKF2M1ytTmJmwj3DOn8Rlx5eTm+/fZbq8dI5ApEbm64Ud51FQZLbpSXQ8StlgaMXbt2md5c9w0Ohs/QoTYdz2fYMPgGBwMwvim/e/dum47nTNoqvWRnZ5vafIODETZtGsZOnYqA0FDI/fzgdsv3p5tYDLmfHwJCQzF26lSETZtmesaAsdrmhAkTUNS6ipiMDAYD8vPz8eGHH2LJkiW49957ERUV1em6jz/+GPn5+TarpJmfn286lvv52WSMrni2rXC/JQ4isiw0NBQ5OTkoLi7GqlWrEB4e3qlStkgkQnh4OFatWgWVSoWcnByE9rEiN5GrY16ASBjMC9DtMC/gOJgXEBbzAswLEPUW8wJERCQUqVSKdevWITs7G4GBgV1eV3riGP40fyLO/edr4YIDcO4/X+NP8yei9MSxLq8JDAxEdnY23nvvPUhttOCebOPcuXNISUkxnc954V08svZDeMi9enS/h9wLj6z9EHNS/tdWIQ5otbW1KCwsxH/+8x97h+IUysvLMW/ePCxZsgQajcbYKBIZd0FYtgx4/XXgmWeAefMApdLYPmaM8V+l0tj+zDPG65YtM7a3vgZQq9VYsmQJ5s2bZ/G9jq4UFBS0n5jlbxyCWdGEDnESubDFixdj7ty5xpO6OmD3bkCo3beam4Fdu4AbNwAADz74IHfS6gcuhiC7sFT9EQCihnb/Iqirj3fVH9FAd+XoUTTfvNmre5pv3sTVo0dtFBE5EoPBgM2bN5vOA8eMEWRc83E2b95sszeTnUlhYSGmT59uWl0vkckwKjYWIUolPBWWq2t0xVOhQIhSiVExMZDIZACAyspKTJ8+nRMfYKx6mpqaiqioKNx333149tlnkZGRgZMnT+Lq1audrv/d736H++67D1FRUUhNTbV61VLT/xORCDIfH6v2fTueCoUpWVNYWCjo2ETOLCIiAhs3bsQPP/wAtVqNwsJCHD16FIWFhdBoNPjhhx+wceNGjBs3zt6hEjk05gWIhMG8AHWHeQHHwbyAcJgXaMe8AFHfMC9ARERCiY+Px4kTJzrsTHQr3Q0Ndq5+HA03hdl1r+FmHXa+8Bh0NzRdXhMfH4+TJ08iPj5ekJjIupKTk6FtrYod8/gKTF34fJ/6mboohTtEWIlKpTItxlUoFFAqle0Td83897//tUN0juvIkSOIjIzEvn372hujo4Hf/ta488Pdd/d8VwY3N+P1v/yl8f7oaNOH9u3bh4iICBw5cqRHXZ06dar9ZMSIno0vFLPFECqVyo6BEAlHJBIhLS0Nfm1FSkpKjAsUbL0gom0hxJkzAAA/Pz+kpaV1KrpAPcfFECQ4g8FgcZKCh1iEsMHu3d471t8dHhYK02VlZfFNMyILLh08KOh95FwKCgpML2Dk/v69fnO9rzwVCsj9/QEAxcXFA/7N1rKyMiQkJJgqEcj9/RE+fXq/q3H6DBuG8OnTTc9ao9HbGKw2AAEAAElEQVQgPj6+fcvFAcZgMODjjz/GHXfcgeTk5M4v3kUiuMtkkA4aBHeZzDQZoI1KpUJycjLuuOMOfPzxx1b7u6OqqgoA4O7h0am6p625icVwb93S8/r164KOTeQqfHx8EB0djUmTJiE6Ohre3t72DonIKTAvQCQc5gWoO8wLOAbmBYTBvEBnzAsQ9R/zAkREZGvDhg3DgQMH8N5778Hd3XLerOFGLS6phNk19ZLq2y4XXri7u2PdunXYv38/htp410GyjeLiYuTm5gIAfIeHYPbz7/Srv9nPvwPf4SHWCG1AOnfuHOLj4xEZGYlNmzahpKSk2+t/+tOfIj4+HufPnxcoQsd18OBBzJo1CzU1NcYGb29gyRLgqaeAwYP71/ngwcZ+liwx9gugpqYGs2bNwsEe5FRvtFaABwAMGtS/WKzNLJ6bvSywQ+TMgoKCsHfvXnh6ehobTp0Ctm8HWhcHWp1WC2zbZhwHgFwux969ezHC0RZIORkuhiDBFRUV4ccff+zUfvcQd0jcul/Z5C4W4e6AzlUgL1y4gO+++85KERK5hpamJpQfOtSne8u++gotTU1WjogczfHjx03HfmYrvIVgPp55HAONwWDA8uXLTZUf5f7+CJ00CRIrbRcrkUoROmmSaeJDZWUlEhMTB9xEwbKyMsyZMwfLly+HWq02tcv9/REUGYmxDzyAyLlzcU98PO6eORP3xMcjcu5cjH3gAQRFRpqeH2Dc7nL58uWYM2eOVSaQNDY2AgBEAk94aCNqrXbR0NBgl/GJiGhgYl6ASBjMC9DtMC9gf8wLCIN5ga4xL0BERETk+Nzc3LBmzRocPXoUAQEBFq/xDhgmSCxegy0vcggMDMTRo0exevVquPW00jo5nLS0NNPx1EUp8JB79as/D7kXpi56vp9RDUzp6emIiooyLU4BALG7FMHjJmLiI0sx5alfY+IjSxE8biLE7u05hNzcXERGRmLr1q32CNshfPPNN3j44YdRX19vbAgLA9asAay9c9u4ccZ+w8IAAPX19Xj44Ydvu0NEWx4AACCRWDem/jKLh3kCGmimTJmCPXv2tC+IKCkB1q0zLViwGpUKeO89044Qcrkce/bswZQpU6w7zgDEv0BJcJmZmRbbIwN79gZP5FDL13XVL9FAde3bb9FYW2vxY8EzZuDB/fsR/LOfWfx4Y20trv3nP7YMjxxAfn6+6Vjett2XQDx9fS3GMdBs27YNOTk5AACJTIZRMTEQW/kFr1giwaiYGEhkMgBAdnY2tm/fbtUxHFlRUREmTJiA7OxsU5tvcDDCpk3D2KlTERAaCrmfX6fqi25iMeR+fggIDcXYqVMRNm0afIODTR/Pzs7GhAkTUFRU1K/4pK0TXAx6fb/66StDSwsAwKO1EiQREZEQmBcgEgbzAnQ7zAvYH/MCtse8QPeYFyAiIiJyHpGRkRYnp/qNuBOBofcIEsPQ0eMsVvrX6XSIjIwUJAaynbaq9mJ3KSbMXWCVPifMXdhhsj7d3htvvIGkpCRoWyuS+w4PwbzfbMDLX5TjVzuP4rFX0/DgmnV47NU0/GrnUbz8RTnm/WaD6XtTq9VixYoVePPNN+35adhFeXk5HnroofaFEBERwNKlgFxumwHlcmP/rQst6uvrMW/ePFy+fLnLW6TmBTCam20TV1+ZxcM8AQ1EbTu8+LblruvqgE8+Af78Z6C/u6pWVRn7ycgAWneI8fPzQ25uLmbOnNm/vgkAF0OQwAwGA7Kysjq1u7sBd1mo7GjJXQFSuFv4ys3KyhpwFa2IunPJwvZrblIp7nvlFUz94AP4hIRg6p/+hIkvvww3C9XmLN1PrsX0Zq1IBJmPj6BjeyoUgMhY9bewsFDQsR1FXV0d1qxZYzofOX681So/3koilWLkvfeazlevXo26Ostb2LqSwsJCTJ8+3VRhUyKTYVRsLEKUSuPXYC94KhQIUSo7TCCprKzE9OnT+zXxoa2CT1NDA1oEnvjQotejqTVpPri/24ESERH1EPMCRMJhXoBuh3kB+2JewPaYF+ge8wJEREREzuWLL76w+Hf8uJ89ApGo+91WrUUkEmHczx7p1F5bW4svv/xSkBjINmpra1FSUgIAGB4WBZl3714zdUXmrcCwse0LZW60TgAly9LT0/Hqq6+azmMeX4HnPy3C5PnJXf4/kXkrMHl+Mp7/tAgxj68wtb/yyitIT0+3ecyOwmAwICkpCTU1NcaGsDBgwQLb774gkQALF5p2iKipqcGKFSu6fK/Cy8tsx5WbN20bW2+ZxTNo0CA7BkJkP1OmTMG///3vjo1FRcD//i/w8cfA998DrcVFbqulxXj9xx8D775r7KfV3LlzoVKpuCOEFXExBAnq1KlTpj+ezd0VIIVU3LMXZ1KxCOEWJkicPn0a33//fb9jJHIFLXo9yr76qkObYvRoJPztbxg7f74pGSISiRD25JNI+NvfoBg9usP1ZV9+KfgbcCSsqqoqAIC7h0en6ne25iYWw711Jfn1/q6edVK7du2CWq0GYKxI6DPU8ray1uIzbJipgqFarcbu3bttOp69lZWVISEhARqNBgAg9/dH+PTp/X7OPsOGIXz6dMj9/QEAGo0G8fHxKCsr61N/0dHRxgODAbouqvbaSr1GA7QmYSZMmCDo2ERENHAxL0AkDOYFqCeYF7Av5gVsi3mB22NegIiIiMi5WCowAgARMx4VNI6uxusqPnIOZ8+eNR2bL16whuFhUabjCxcuWLVvV3Lu3DmkpKSYzue88C4eWfshPORe3dzVzkPuhUfWfog5Kf9raktJScH58+etHqsj2rFjB/bt22c88fYWZiFEG4nEOF7rQod9+/Zh586dFi8d17qLBACgmx0k7KK83HQYERFhx0CI7Gv48OGdGw0G4IcfgO3bgVdfBVJTgX/9CygoMLafPWv8t6DA2J6aarxu+3Zje2sOztfXFxkZGdi7dy9GjBgh8Gfm2gT6iU+OQq/X46233sLnn3/evhJSQLVdJPMjA3tX8SoqUApVRWOn9hkzZsCnF1XM9Bbe0I2NjYW4l2/++fn54cEHH8TatWt7fS+RLdRfuwad2RvJY37xC0x48UVIPD0tXu8bFob4v/0Nhe++i7N//zsAQHf9OuqvXcMg/uJ1WY2Nxp+jIjv93BK5GddkWtrO1dUZDAZs3rzZdB44Zowg4waOGQN165vzmzdvRlJSkmCVYoRkMBiwfPlyU+VHub8/QidNgthKyQ6JVIrQSZNw/tgxaKurUVlZicTEROzfv7/Xz3PixInIyMgAAGhraiD387NKjD1R3zrppi0OIiIaGJgX6Ih5AXJVzAtQTzAvYD/MC9gW8wI9w7wAERERkfNoamrCnj17OrX7DBmBkZExgsZyR1QsvAOGo67qSof2PXv2IC0tDRKhJh+TVZm/NveQe1u1b6ln+2R+nU5n1b5dSXJyMrRaLQDjjhBTFz7fp36mLkrB9UvnkJeZDq1Wi2eeeQY5OTlWjNTxVFVV4bnnnmtveOwxQC4XNgi53Dhu62v85557DnPmzDHtCNlGqVS2n/SxsILNmC2G6BAnEWHkyJG4dOmS8aShATh/3vhfD4WEhGDlypVYvnx5p58LZB38C3SASUlJwcaNG+0dRgdiEXD3EPde3XP3EHeIRYD+lh2lrl27hmvXrvUrnr6uiP32229RVVWFDz74oF/jE1mD59ChuHPePNT897+IWrUKI2fNuu09Ek9P3P/aaxg2aRKKN22C3z33QD5smADRkr1IpcYJZwY7Vfo0tG4b5tFaCXIgKSgogEqlAmB8Q95TYZ1tRm/HU6GA3N8f2upqFBcXo7Cw0CVfxG7bts2U0JHIZBgVE2O1CQ9txBIJRsXE4PShQ2jW6ZCdnY3t27dj2bJlveonNjbWdFxTXo6A0FCrxtmdGrNkhnkcRETk2pgXuD3mBcgVMC9APcG8gP0wL2BbzAv0DPMCRERERM7j3//+N6qrqzu13zP9Ybi1LjQXipubG8ZNfxjHP93Sof369ev497//jRkzZggaD1mH+WvzBm2dVfturL9hOpbJZFbt21UUFxcjNzcXAOA7PASzn3+nX/3Nfv4dnD6SA/WVUuTm5kKlUrl0pf+tW7eadoZEdDRgvvuCkCIijOMXFUGtVuOjjz7CSy+91OGSwMBABAcHG3eYLC8HWloAgX+OW9TSYloMMXLkSAwZMsTOARE5lm+//Rb5+fnIyMhAXl5e+8KIbowcORIxMTFYsmQJEhISWEzNxhzgJykJRa/XmyoMOZKwwe6QSXr3pSiTuCFscO8mSgghIyMDLa1v4hHZk5tYjMnvvIO5e/b0aMKDuTvi4jB3zx5MfvttU4U+ck1tK02bGhrQIvDEhxa9Hk2t1SUGDx4s6NiO4Pjx46Zjv6AgQcc2H888DldRV1eHNWvWmM5Hjh8PibR3laZ7SiKVYuS995rOV69ejbq63iUHlUqlKfGkra5GfVuSxsbqNRpoW5PmkZGRmDBhgiDjEhGRfTEvYHvMC5CjYF6AeoJ5AfthXsB2mBfoGeYFiIjIGTTrdKgoKEAzq4gTITMz02J75MyfCxyJUUQX43YVJzm+MWY7Fl49U2zVvq+UnDQdjxo1yqp9u4q0tDTT8dRFKfCQe3Vz9e15yL0wddHzFvt3NXq9Hlu2tC7OEomA+Hj7BhQXZ4wDwJYtW7rcnRqAsbr86dNCRte1H34wxgMgJkbYHYeInIFYLMaDDz6ITz/9FBcvXsS1a9dw4MABvPfee/j973+P3/3ud/j973+P9957DwcOHEBFRQUuXryITz/9FHPnzuVCCAHw3awBRCwWw9PT095hdBI1tG9vRPT1Plvy9PQUfNU9EVFfRUdHGw8MBuhqawUdu16jAQzGMr4D8c3W/Px807Hcz0/QsT19fS3G4Sp27doFtVoNAPANDobP0KE2Hc9n2DD4BgcDANRqNXbv3t2r+0UiEZKTk03nFWfPWjW+rpiPk5ycDFFrQoaIiFwb8wK2x7wAETkT5gXsh3kB22FeoGeYFyAiImdwZM0afLF4MY6++KK9QyGyK71ej3/+85+d2gf5DcGd0T+xQ0TAndE/wSDfgE7t//znPy1O/CXH5+Pjg7CwMADGxQu6Ouss1NbVaTosrvDy6t8kf1d18OBBAIDYXYoJcxdYpc8JcxdC7C7t0L8rOnDgAC5evGg8CQ8H7F10IyDAGAeA0tJSZGdnd7rk6aefbj85elSoyLp37JjpcMmSJfaLg8hJBAYGIiEhAWvWrMFrr72Gt956C6+99hrWrFmDhIQE7q5iB3x3doB54YUX7B1CB0MHiTF+WN+2QR8/zANDBznWiqmUlBR7h0BE1GMTJ040HWtragQdu771Telb4xgoioqKjAciEWQ+PoKO7alQmCoRFBYWCjq2rRkMBmzevNl0HmhWwcSWzMfZvHkzDK0Tenpq4cKF8G2djKIuK0Pt1avWDK+T2qtXoS4rAwD4+vpiwQLrJNSIiMg5MC9gW8wLEJEzYV7AfpgXsA3mBXqGeQEiInIG2qtXUX7oEACg7KuvoL12zc4REdnPkSNHUFFR0an9nmkPwa0PVYYNBgPOfXsI3+z6AOe+PdTrv18BQCyR4J7pD3Vqv3btGo46ysRe6rVZrbuL6psaUbivdwu9u1K4bxf0TY1W6ctV1dbWoqSkBAAwPCwKMm+FVfqVeSswbGwkAKCkpKTXOxk6iw67YU+ebL9AzE2aZDr85JNPOn149uzZCAkJMZ6cPg1cvy5QYF2oqjLtUBESEoKEhAT7xkNE1AcSewdAwnrxxRfR0tKCl19++barsYfI3TBYbptJBW4AhntL8NMQGSRufas4JHET4Vf3+eDfpTpcqWtGi3VDNKnS6lGl7b53iUSCN998Ey+yKgURORHT1nsAasrLERAaKtjYNeXlFuMYKKqqqgAA7h4efUpS9oebWAx3Dw806XS4bu8X1VZWUFAAlUoFAJD7+xsneAjAU6GA3N8f2upqFBcXo7CwEEqlssf3e3t7Y926dVi+fDkA4NKJEwj394dEav1q182Njbh04oTp/P3334e3t7fVxyEiIsfFvEDvMS9ARK6KeQH7YV7ANpgXuD3mBYiIyFlc+vLLjudffIFwLuCjASorK8tie8SMR3vd142aSmS+lojT3+w3tYX/ZA4e/5+t8PLrXQXjcT97FP/557ZO7VlZWZg6dWqvYyP7W7lyJTZt2gQAOLxzPZQPLYaHvO87OTRob+Dwzg1Wis51nTXbua9t8YK1DA+LQvn3BTAYDDh79mz7LqEu5Pjx48YDDw/Tjgx2d9ddxngaGpCXl9fpw2KxGElJSVi7dq1x59ScHOCpp+wQaKvcXNMOritXroRY4FwVEZE1cDHEACMSifDSSy9h2rRpeOqpp3DhwoUur63RtWDqHZ6IDfZw2C2SPd3dkDBGbpO+DQYDjpU1YG/JzW6vGzVqFP7yl78gJibGJnEQEdmKUqlEREQEVCoVtNXVqNdoBHmTuF6jgba6GgAQGRmJCRMm2HxMR9PYaKx+IbLTi0iRm3FzsIaGBruMbyumRAcAv6AgQcf2CwoyfV0fP368V5MeAGDZsmXIzMxEdnY2mnU6XMjLQ+ikSRBLrPfnur65GRfy8tCs0wEwVpxYunSp1fonIiLnwLxAzzEvQESujnkB+2FewDaYF+ge8wJERORMLh082OmciyFoIGppacE//vGPTu0yb1+E3jetV32dzfsKf39lCeqqOu5Edvqb/fjTLybi/3tjO8bE/KzH/Y2+fzpkXgrobmg6tP/jH//A+vXrHTafSF2LiIhAXFwccnNzob5SigMbXsIjaz/sc38HNrwE9ZVSK0bomsxfm3vIrbtYXerZvphF1/pa0JVUVFSgrHXnQwQFAa35DrtzczPGc/48Ll26hMrKSgwZ0nHBWWJiIt59912o1WqgqAi4915g3DjhY1WpjOPDuHtkW6EGIiJn4yC/AUhosbGxKCoqwpNPPtnlNc0twD9+uIkdJ29A22Sr+oqOSdvUgh0nb+CfP9xEczef+pNPPomioiJOeCAipyQSiZCcnGw6rzCrOGBL5uMkJycPyESYtLWyn+E21ZhtxdBi/OXm4eFhl/FtJT8/33Qs9/MTdGxPX1+LcfSUSCTC1q1bTUkQbXU1zh87huZG62wb29zYiPPHjpkmZgwZMgTp6ekD8vuPiIiMmBfoHvMCRDQQMC9gP8wL2AbzAl1jXoCIiJyJ7vp1VBYUdGirLCiArvX3GNFA8p///Kd9oq+Zu3/6ICTuPdtJTN/UhOw/rcW25NmdFkK0qau6gm3Js5G98f9B39TUo34l7lLc/dMHO7VfunQJ//nPf3rUBzme1NRUyOXG4jN5mek4vHN9n/o5vHM98jLTrRmayzJ/bd6grbNq3431N0zHMpnMqn07ggLzvxeCg+0XiCVmRRoKbvm7BgACAgKwYcOG9oasLECrFSAwM1qtcdxWH3zwAQICAoSNgYjISrgYYgBTKBTYvXs3tm/fjkGDBnV5naqiEX88psH5mp694HF252ua8MdjGqgqun6TYdCgQfjkk0+we/duKATaapuIyBYWLlwI39Y3a9VlZai9ajkBZi21V69C3Zqw8/X1xYIBWsWn7QVkU0MDWgSe+NCi16OptbrE4MGDBR3b1opaKxZAJILMx0fQsT0VCqB1AkFhYWGf+ggODkZOTo7pbwttdTVOHzqE2mvX+hVb7dWrOH3okGnCg0KhQE5ODoIdLSFERESCY17AMuYFiGggYV7APpgXsA3mBSxjXoCIiJxN2ZdfmhZvtjG0tKDsyy/tFBGR/WRmZlpsj5zx8x7dX112Hlt+OQ3//mQdDAZDt9caDAb8e/t72PLLaaguO9+j/iNmWo6jq7jJ8YWGhmL9+vYFEPvX/xafvbUKDdob3dzVrkF7A5+9tQr71//WViG6nDFjxpiOr54ptmrfV0pOAjAuwDcfx1WcOnWq/WTECPsFYonZYgiVSmXxksWLF2Pu3LnGk7o6YPduoLlZiOiM4+zaBdwwfm8/+OCDWLRokTBjExHZABdDDHAikQhLlixBQUEBoqOju7xO09CCLfm1yD2nhb6l+xdIzkrfYkDOOS225NdC09B12cfo6GgUFhbi6aefZtUkInJ63t7eWLdunen80okTVqs4d6vmxkZcOnHCdP7+++/D29u62zw6C9PvXIMButpaQceu12iA1mTnhAkTBB3b1qqqqgAA7h4ecBOLBR3bTSyGe2vVjuvXr/e5n+joaBw6dMhUCbJZp8OF48dRWlBg/H/XC/UaDUoLCnAhLw/NrdueDhkyBF9//XW3f/cREdHAwrxAO+YFiGggYl7APpgXsA3mBTpiXoCIiJzVxYMHLbZf6qKdyFUZDAZkmVXsbiOVe2FM7Mzb3v9d9l/xpyfvQ5mqd7s0lKn+gz89eR++y/7rba8dGzsLUrlXp/asrKzbLr4gx7VixQq8/vrrpvO8zHRseCIaR/+6Cbo6y69LdHUaHP3rJmx4Ipo7QvSSj48PwsLCABgXL3T1jHtLV6cxLa4ICwtzyRzMjRtmi3S6KfhkF2bx3Lx50+IlIpEIaWlp8Gvb3bKkxLhAwdYLItoWQpw5AwDw8/NDWloa3+8gIqfGxRAEAAgPD8exY8eQkpLS5TUGAAfP1yOtoBY19fbZvttWaur12FJQiy/O16O7l2MvvPACjh07ZvojlIjIFSxbtgwJCQkAWt9gzcuD3sovrvTNzR3eeJ09ezaWLl1q1TGcycSJE03H2poaQceuV6stxuEKGlsn7IgEnvDQRuRm/NO6obXCZl+1TbBs+74EjBVaS77+GmcOH0bV+fO4WV3dqXpoi16Pm9XVqDp/Hmf+7/9Q8vXXpoqrAJCQkIDCwkKMHz++X/EREZFrYl6AeQEiGriYFxAe8wK2wbwA8wJEROT8GtRqXPv2W4sfu5qXh8ZeLg4kcmbfffcdLly40Kn9rqlz4O4h6/K+Bu0NZL62HH9buxgNN+u6vK67ncIabtbhb2sXI/P3id3uCODuIcNdP5ndqf38+fM4YbYYnpzPK6+8grS0NMjlcgCA+kop9r6bgjdnBuHDhZOQ9XoS9r63GlmvJ+HDhZPw5swg7H03BeorpQAAuVyO999/356fglOZNWsWAEDf1IjCfbut0mfhvl3QNzV26N/VNJoX9JBI7BeIJWbxdJcnCAoKwt69e+Hp6WlsOHUK2L4d0GptE5dWC2zbZhwHxu/VvXv3YoSj7axBRNRLDvZbwPlVVFSgoKAAp06dwo0bN9DY2AipVAovLy+MGzcOSqUSgYGB9g7TIg8PD/zxj3/EzJkzsWTJElRWVlq87oK6GeuPa/D4PYMQNdRD4Cit7+S1BmR+fxP1zV1PdxgyZAgyMjIwe3bnF3FERM5OJBJh69atmDBhAiorK6Gtrsb5Y8cwKiYGEqm03/03NzbiQl4etNXVAICAgACkp6cP6FXlsbGxpuOa8nIEhIYKNnZNebnFOFyBtPXr1aC3z+TMtm27PTz6//dRcHAw9u/fj+3bt2P16tVQt05W0VZXm76XIBLB3cMDIjc3GFpa0NTQYKruac7X1xfvv/8+li5dOqC/74iIhODMOQGAeQHmBYhooGJeQHjMC9gG8wLMCxARkWOrLS1F8caNaOhmQUOjRgNDFwtzDc3N+CoxEVKFosv7PRQKRD77LHxCQvodL5G9WdoVAgAiZjza5T3l/y3CX363ANcvnu3yGqlUinfffRfPPvss/vSnP+E3v/kNmpqaLF5b8K8MlJ44ivlv7ULQ3ZZ3F4uY8ShO5n5qMX4uxHVuK1aswMyZM/HMM88gNzcXgHGyfvn3BSj/vqDL++Li4pCamgpvb2+sXr1aqHCd2sqVK7Fp0yYAwOGd66F8aDE8LOy60lMN2hs4vHNDh/5dkdQ8b2Xr3RR6yyye2+UJpkyZgj179uDhhx9GfX29cYeIdeuAxx4Dxo2zXkwqFZCVBbTuqCGXy7Fnzx5MmTLFemMQEdkJF0P0k16vx/79+7Fjxw4cP34cZWZVdroSHByM2NhYPP3005g9ezbEdqpS1JU5c+bgxIkTWLx4Mb744guL19Q3G7Dz5A3EBjVhXvggSMXOl0Bv1Bvwr9M3kVfefZWmWbNmYceOHRg2bJhAkRERCS84OBg5OTmYPn06NBoNtNXVOH3oEEaOHw+foUP73G/t1au4dOKEqfIjAPztb3/rttLIQKBUKhEREQGVSgVtdTXqNRp4dpO8t5b61v+3ABAZGYkJEybYfEwhBQQE4PLly2hqaECLXg83Af/GatHrjZMOAAwePNgqfYpEIixbtgxPPPEEdu/ejU2bNkGlUrVfYDCgyex761aRkZFITk7GggULXHLbUyIiR+CKOQGAeYFbMS9ARAMB8wLCYl7ANpgX6Ih5ASIicjTfp6ej9MCBfvVR3VrFuDtiDw/E/uEP/RqHyN4MBgMyMzM7tbvLPBE+JaFTe0tLC47+eSOy/7QW+mbLCxsAICwsDH/9618RHW1c2PD888/jgQcewJNPPomSkhKL91SVnkHq0z9Bwq/fwpQFv+60wDZsSgIkHjI0N3T82zQrKwtvvPHGbT9XcmyhoaHIycmBSqVCWloaDh48iJKSEhjMFmKLRCKEhYVh1qxZWLlyJca1Tt7uqtgOdRYREYG4uDjk5uZCfaUUBza8hEfWftjn/g5seMm0S0dcXJzp/4mr8fIyWzBy86b9ArHELJ5Bgwbd9vJZs2bh4MGDmDdvHmpqaoC6OuCTT4DoaCA+HuhPrqGqCsjNBYqKTE1+fn7Yu3cvF0IQkcvgYog+qqqqwtatW5GWlobS0tJe3VtWVobMzExkZmYiJCQESUlJSExMREBAgI2i7b3hw4cjJycH69atw//7f/8PzV2snjxe3oAL6mYsiPTCcG/n+XK6XNeMPxffwLWbXVeIkkgkeOutt7B69Wq4tW5vTUTkyqKjo3Ho0CHEx8ejsrISzTodLhw/Dt/gYASOGdOrN+XrNRpUnD0LtYUJgZGRkdYM2ymJRCIkJycjOTkZAFBx9ixClEqbj1txtr0KTHJycr+qARoMBhQUFOD48ePIz89HUVERqqqqTBWwAwICEB0djYkTJyI2NhZKpdLm1Qejo6Nx8uRJwGCArrYWcj8/m45nrl6jMVVftPZkEm9vb6xcuRJJSUkoLCw0PfPCwkJcv34dDQ0N8PDwwODBgzFhwgTTM58wYQIrPhIR2Yir5wQA5gUA5gWIaOBhXkA4zAvYBvMCzAsQEZFjG/HAAzi/Z4/FnYysRiTCiAcesF3/RAL5/vvvcfr06U7tYZPiIPXsOKn2RnUFPn1tOUqOZHfb57Jly/DBBx90nDwM49+vBQUF+PWvf43t27dbvFff3IR9f3wRZ7/9Co//fiu8/Nt3v/WQeyFschy+P/SvDvf897//xffff4977rmn27jIOURERGDjxo0AgNraWpw7dw46nQ4ymQxjxozhAmwrSE1NRWRkJLRaLfIy0zF45GhMXZTS634O71yPvMx0AMbK/6mpqdYO1WF0WORx+TIgQG6lx8x25oyIiOjRLVOmTEFxcTGSkpKwb98+Y2NREfDdd0B4ODBpEnDXXUBP3q9oaQF++AE4dgw4fbrD319z585Feno6RowY0ZvPiIjIoTnPu9QOwmAwYMeOHXjuueeguWX7Rg+xCEE+YgR7SzDCR4JB7iJI3ERobjHgZpMBl2ubUVbXjPJaPRr0xl8wpaWlWLt2Ld59911s2LABixcvdpjktJubG37zm99g2rRpePLJJ3H+/HmL1127qcefvtVgXtggTAr2cJj4LTEYDDha1oDPS26iuaXr60aPHo2//OUvuO+++4QLjojIAURHR6OwsBCJiYnIzjYmzNRlZVCXlUHu7w+/oCB4+vrCU6HoUF2vRa9HvUaDerUaNWVl0NbU2OtTcBoLFy7E2rVroVaroS4rg19QEHxsWG249upV0yQUX19fLFiwoE/91NXVYdeuXdi8eXPHaoS3uHz5Mk6ePImMjAwAxhf4ycnJWLhwoc2SYRMnTjSNp62pEXbSg1rdIQ5bEIlEUCqVUDpSEoeIaIAZSDkBgHkB5gWIaCBiXkA4zAtYH/MCREREju2O+Hj8TKHAsd/9DvUVFVbv3zMwEJPfeQdDY2Ks3jeR0LKysiy2R8z8eYfzM8e/wN9fWYob16912ZePjw/S0tIwf/78Lq/x8vLCtm3bTJX9a2trLV53+psD+NP8ifj/3tiOMTEz2uOa8fNOiyHaPg8uhnA9Pj4+pt1FyHpCQ0Oxfv16JCUlAQD2r/8trl86h9nPvwMPuddt7gYatDdwYMNLpoUQALBhwwaEhobaLGZ76/D6uAc7dwvKbDFEb17HBwUFYe/evR3fizIYjAsbfvgB8PAAgoLa/xs0CJBIgOZm424U5eXt/zV03BXb19cXH3zwARYtWuTQ7+MQEfUFF0P0Qnl5eceVdwBEAMID3DE5WIbwAHe4dfOLQjncAwDQYjDgdFUTjpbpcLqqCQYAarUaS5YswaeffupwK+/uv/9+FBUV4ZlnnsGf//xni9c0twD//OEmSq434ol7vDBI6ngVE282tuDT72/gVGXXWwICwGOPPYZt27bBx8dHoMiIiBxLcHAw9u/fj+3bt2P16tVQt76Zq62uhra62niRSAR3Dw+I3NxgaGlBU0ODxUo+CoWi00RBMvL29sa6deuwfPlyAMClEycQ7u8PiVRq9bGaGxtx6cQJ0/n777/f64kHBoMB27Ztw5o1a0xfEx20fU2IxTDo9Z2+JlQqFZKTk7F27VqsW7cOy5Yts/oL7NjYWNNxTXk5AgRM7NSYJTPM4yAiItcxUHMCAPMCREQDDfMCwmBegHkBIiKigWhYbCxm/+MfyHv5ZZR//bXV+g2aNg0xb74JmYCLIYlsydJiCLG7FHdNnQsAaG5qxMHNr+H/Mt7vtp/Y2Fj8+c9/xqhRo3o07pNPPomYmBg89dRTyMvLs3hNXdVVbEuegweeXo1Zz/wPxO7uuHvqXIgl7tA3d8y7ZWVl4ZVXXunR2EQErFixAteuXcOrr74KAMjLTMfpIzmYuuh5TJi7EDLvzrt26uo0KNy3C4d3boD6SvtO1m+88QYSExMFi90eAgMDERwcjLKyMuPk/5aWnu2aYGstLabFECNHjsSQIUN6dbtIJMLTTz+NuXPn4qOPPsKWLVvadylvaADOnzf+10MhISFYuXIlli9f7nC7lBMRWYvIYLDlHoSu48iRI5g3bx5qzCpaRQ+TIn60HIPl4m7u7N51rR4557QoutpoavPz88PevXsxZcoUU1tlZSUCAwM73FtRUdHrX5b9YTAYsHPnTiQnJ+PmzZtdXqfwcMOTEV4Y7e8uWGy3c666CX9R3YCmoZuyj62Efq6uyhG+Zl0Rn6tt8Ll2ra6uDrt378amTZu6rfZ3q8jISCQnJyM+Pr5TpQE+23YGgwFz5swxVduU+/sjdNIkiCXWW6+qb27G+WPHTBNWZs+ejX379vVqwkFZWVmHqqBt2qqCyv38IPPx6VQVVFdbC21NDWrKy9snzLRKSEjA1q1bERwc3I/PriODwYCoqCjT12rYtGnwVHROCFlbvUaDktY3bSIjI3HixAlWUrgFf87aBp+rbfC5kiX2zgkAjvG1ybwA9ZQjfL26Kj5b2+Bz7RrzArbFvADzAgMFf87aBp+rbfC5kqNyta9Ng8GAkj//GUXr1qGlsfH2N3TBTSpF9Jo1CHvqqT79/nW15+oo+Fz75+zZsxg7dmyn9vCfzMGSP32G65fO4a9rF6HsVH6XfYhEIvzud7/D73//e7i79z5H19TUhNdeew3vvPMOuptWFhxxH+b/YQcGjxyNT379ME5/c8Di5zN69OhexyAkfs3aBp9r36WnpyMlJQVardbUJnaXYtjYSAwPi4LU0wuN9TdwpeQkrp4phr6p/XepXC7Hhg0bXH4hRJsnnngCmZmZxpNly4C777ZvQADw/ffA9u0AgMcffxyffvppv7rT6/U4cOAAMjIykJeXh0uXLt32npEjRyImJgZLlixBQkICxOK+v5fVX/xZYDt8trbB5+qcuDNEDxw8eBAPP/ww6uvrAQDeUhEeu9sL4wL7X6FpsFyMpyK9ce/QRmT99wbqGg2oqanBrFmzsGfPHsyaNavLe6uqqvo9fm/Nnj0bX375JVasWIGTJ09avEbT0IK0glrMGOWJmaGeELvZL+mvbzHg4Pl6fHWhHj1d9WOP5+qKLD1HPtv+43O1DT7X7j322GP4+c9/jpMnTyI/Px8nTpzAyZMnUVNTg8bGRkilUvj5+SEqKgr33nsvJk6ciKioKIhEIqs+W31DA2pPn4ZPeDjEHh79/bQcxjvvvIP8/HxUVVVBW12N88eOYVRMjFUqQTY3NuJCXp5pwkFAQADefvvtXv0/KC4uxi9+8YsO9/gGByNwzJhuJxS4icWQ+/lB7ueHgNBQ1Gs0qDh7FurW7Smzs7MRHR2Nv/3tb4iMjOzjZ9jZokWL8Nvf/hYAUHH2LEJ6seVkX1WcPdthfP786Iw/Z22Dz9U2+AzpVo6aEwCYF+gJ5gXsg7+jbIfP1jb4XLvHvIBtMS/AvMBAwJ+ztsHnaht8huRMnP3r1T8uDveHhqL49ddx8+LFXt8/KCQEka++Cu/Ro/v8LPiz1Db4XPsnIyPDYnvEjEdRtP/P2PP2s2i4Wdfl/UOHDsXmzZsxdepUy7u69VBKSgqUSiV+9atf4dq1axavKVP9Bxufuh+PrP0QET971OJiiIyMDDz77LN9jkMI/Jq1DWs/V1fNC1jy6KOPIjo6Gr/5zW/wdevie31TI8q/L0D59wVd3jdt2jS8++67uPPOO1FZWSlQtEZ1dXW4cOECGhoa4OHhgVGjRvV6V8q+eOSRR9oXQxw96hiLIY4dMx0++uijVvl/ERMTg5iYGADGidrFxcX473//C61Wa8rPyeVy3H333YiKiuqwA0T1LQUqhMafsbbDZ2sbfIbOiTtD3MY333yDuLg406SHsMHuWBDpBbm79bdU0ja1YHfxDZRcN24b5+npiYMHD2LKlCkWVxs5gxCFBAsiveDnKfzqwpp6PXYX30CpplnwsYmIyPpeGDkSSm9v5NfWYn3rG+euSiKTYeT48fAZOrTPfdRevYpLJ06gWadz+bi6MyomBj7Dhtms/9qrV3Ghi22Cich1sNLDwOUoOQHAchUSZ8C8ABERWQvzAr3DvIAR8wJEZA3MC5AjcNa8QE9IRSL8ftQohMhkPb6nVKfD7y9cQCOnu9AActfUOfjh8H57h9ElR4+PnN9AygtQH4lEwG9/CwwebL8YqqqAd98F+DcKkUthXsDxWf/dexdSXl6Ohx56yDTpISJQiqXjvW0y6QEA5O5uWDreG+OGGLeoq6+vx7x583D58mWbjCeEUk0z/nhcg7PVTYKOe7a6CX88ruGEByIiF+EvkUDZWjVgoo8P/CSuvblVs06HC8ePo7SgAPUaTa/urddoUFpQgAt5eVadWCD390f49On9mvAAAD7DhiF8+nTI/f2tFFn3Lp04geZ+bLHdnebGRlw6ccImfRMRkf0xJ2AdzAsQEZE1MC/Qc8wLdMS8ABER2UNtbS0KCwtx7NgxFBYWora21t4hOTQDgEB3917dE+jujhbbhEPksBx9oYGjx0fObaDlBaiPDAYgJ8e+MeTmciEEEZEdcDFEFwwGA5KSklBTUwOgvfqjxE1k03ElbiIsjPJG2GDji/2amhqsWLECzryBh67ZgIwTddA1C/M56JoN+OQ74cYjIiLbm3jL9om3nrsqdVkZSr7+GmcOH0bV+fO4WV2NFr2+wzUtej1uVlej6vx5nPm//0PJ119DbeVKGHJ/f4ROmgSJVGqV/iRSKUInTRJk4kOzTocLeXnQN1t3IqS+udnqE0uIiMhxMCdgXcwLEBFRfzEvwLxAXzEvQEREQlGpVFi1ahXCw8OhUCigVCoxefJkKJVKKBQKhIeH///s/Xt8lPWd//8/JmcGciQEJEEkYhBJkCS0nH52xRoI4qH70e66AgrIyawtsuJH66e639vaT9u1umKtHIKKIHS3FdrlQ0GSbBdXK5CWJAJBIQI2kiCSkEwOTI6T+f1xJZMJJJDDnJI877dbbsx1ZeZ6v+ZiGGZe1/v1fvHkk09SWFjo7VB9TuLQoQzx71lHySH+/iQNHeqmiERExNcM1rxAf+EfGETcpKlM/d4SZj3yQ6Z+bwlxk6biH+iaPEKPFBTAiROeHxegsNAYX0REPE5lkl3Ytm0be/fuBSA0yOSRSQ9tAvyM8X5x0EJto529e/fy29/+1iNju0t9s52vqppIGO7+DzlfVTXRYNOEBxGRgeRbYWEdtr8dFkZO6+TEwcBaUYG1osLYMJkIDA7G5OeHvaWFpoYGt64sEBASwrhp0/B38eoa/gEBjJs2jVMHDrh94oC1ooKzhw4xbto0l0zcaG5s5Mvc3Pa/ExERGXB8LSfw3nvvMW/ePI+M7y7KC4iISF8oL6C8QF8oLyAiIu505swZMjIyyM7Ovub9ioqKKCoq4s0332TOnDls2LCB+Ph4D0Xp2759xWe97vpWWBgFtbUujkZERHzRYM8L+KqIG8Zyx6I1pMxfQEho+FW/r6+pIn/vDj5+7zUsXxd7LrBdu2DcODCbPTem1WqMKyIiXmGy9/flBd2gvLyc8ePHU9Xafnrx7aFMivF8pWLhxUa2Hq0BIDw83BFPm88++4zo6GiPx3Utn376KY888gjl5eVX/e7pGeGMGub++psLtc28eujq1uHR0dH8+te/ZsqUKY595eXl3HbbbR3u54vntT/SuXUPnVf30Hl1H1ec28bKSv7nwQehxanhsZ8ff/O73xEUEeGiSH1PbW0tO3fuZMuWLXz++efdftzEiRNZsmQJDz30EMOGDevVuMnJyY7PHeOmTyds5MgeH6e7qi9c4MvcXMD4vFNQUNCruDtz/Phx/vZv/9bRgjwgJIQxU6b06flUX7jAuaNHHRM1wsLC+P3vf09SUpJLYh6o9D7rHjqv7tHZeb148SIjRozwUkTiab6YE4iIiODQoUNMnDixw3188d+88gICOq/upHPrHjqv7qO8QO8pL9B3ygv4Dr3PuofOq3soLyA9kZmZyZo1a7BarY59/oFB3JAwmVG3JBFsDqXBWsOFL47zddExbE2NjvuZzWbWrVvH8uXLuzVWWVkZMTExHfYNhH/zLc3N/M/f/i3NNTU9fmxAaCh/8/vf49eHok29l7qHzmvvXLhwgdtvv73HXWK9dW7/8z//k6effpqabvz7NZlMHDt2jJFu/G7RF3rNuoerzutgzQtcizdes9u2bWPt2rWO7WkPrWDeUz8n2Hz97/AN1lo+WPccuTszHfteeeUVHn30UZfFZ7fbWbhwITk5OcaOhARYsgRcvLhDp5qb4Z134IsvAJgzZw7vvfceJpNnFtnydf3hPbasrIxjx45x8uRJLl++TFNTE4GBgQwdOpRbb72VyZMn++R3wv5wbvsj5QX6J3WG6MTmzZsdif7kUUFemfQAkBgTRPKoIAouNF5VCAHGRXxf+wf2ne98h8bGxqv2R4b4MXJoz1pb9tbIof5EhvhRWd/SYX9jYyPf+c53CA4OvubjffG8DhQ6t+6h8+oeOq/u09Nze/rAgY6JDYCWFuo+/ZTY73/fxdH5jhEjRvDMM8+wdu1a8vPzOXz4MEeOHCE/P5+ysjK+/vrrDvf/2c9+RlpaGikpKX36Ur1z507H546IuDi3TngACBs1ioi4OCwlJVRVVZGVlcWqVatccuy77rqLDz/8kLlz51JWVkZzfT1fHj5MRFwcMePHMyT86tUpulJXVcXF06exlJQ49o0YMYLs7OwOEyql+/Q+6x46ryJ954s5AYvFwo4dO666jy/+m1deQLqi8+o+OrfuofPqPsoLdI/yAn2nvIBv0/use+i8injOSy+9xIsvvujY7unKyFarlRUrVvDNN9/w4x//uFcxDIR/819/8kmXhRBx3/0uU55+mk9feYWS//7vq37fXFNDy5dfMnLmTJfGNBDOqy/Seb2+3/72tz0uhADvndvly5eTlpbGP/zDP3D48OFr3tdut/PRRx+RkZHhoej6Tq9Z9+jNeR2seYGecudr9syZMx0+99zzTy9zx8Knuv34YPMwvvf8rxg+5mb2vfYsAC+++CJ/+7d/69JOWVu2bCEpKYnKykooKoLt22HhQvcWRDQ3G+O0FkJERkayZcuWq4pYpSNvv8fabDb27dvHtm3bOHz4MCVO+Z6uxMXFMX36dB577DHmzZuHv79nrnn1lLfPrYi3+Hk7AF9js9nYuHEjACZg7s0ebJfUiTk3m+lPNYL/9V//5VhlyVlSTJDHqh1NJhOJnUxWqa6u5o9//KNHYhAREdf5qq1y/wrnutg/0JhMJlJTU/nHf/xHtmzZwtGjRzl69OhV93v88cdJTU3t0/+3drud9evXO7Zjxo/v9bF6wnmc9evX9yrR25Xk5GTy8/NJT0937LOUlFD04Yd88fHHlJ89y+WKClpstg6Pa7HZuFxRQfnZs3zx0UcUffhhhwkP6enp5Ofna8KDiMgA48s5ga1bt3o1lu5SXkBERFxNeQHlBfpCeQEREXGHzMzMDhMCpz20gqfeL2DmwxmdFkIAhISGM/PhDJ56v4BpD61w7H/hhRfIzMzs9DGDQWef6fyCgvjWCy9wx+uvEzZ2LHf88pdM/fGP8Qu6+rv+YPlMKIPDrl27rvl7k8nEP/3TP3komu656aab+Oijj/g//+f/XPe7yPWen0hXBntewBdkZGQ4OmFNe2hFjwohnN2xaI3jc5DVauWJJ55wVYgAxMbGsmfPHoYMGWLsOHECtmwBpy5eLmW1Gh0hTpwAjM5fe/bsYfTo0e4ZT/qsvLycn/3sZ9x8883cf//97Ny5s1uFEAAlJSXs3LmT++67j5tvvpmf/exnnXZJFxHvUDHEFT744AO++uorACZEBzLc7N0KrmizPxOGB3o1hp7o6stL0kjPrqTZ1Xj6ciUi0r80WCx88+c/d/q7C7m5NHbSOUl6Ly8vj8LCQgDMUVE9WiGxL4aEh2OOigLg+PHj5Ofnu/T4cXFx7Nu3j7fffpsIp1ap1ooKSo8f5/THH3N8714+y8ri85wcPsvK4vjevZz++GNKjx/HWlnpeExERARvv/02+/btIy4uzqVxioiI9/lyTuDcuXNejaW7lBcQERFXUl7As5QXUF5ARESu78yZM6xZs8axfc8/vcz3nv8VweZh3Xp828rI96z5V8e+NWvWcPbsWZfH6utabLarOj6E33wz6b/5Dbc8/LBjYrXJZCLhH/6B9N/8hvCbb+5w/5I//vGqokaR/shut/OnP/2py9+PHj2aP/7xjzz33HMejKp7AgMD+clPfsIf//jHa04A/tOf/uTSwmcZHJQX8L7jx4+TnZ0NGJ2w5j318z4db95TPyfihrEAZGdnO/IQrjJr1ix2797dXhBRVASvvOIoWHCZwkL4xS8cHSHMZjO7d+9m1qxZrh1HXMJut7N161bGjx/P888/T3Fxcfsvg4MhPh6+8x14+GF4/HFYudL48+GHjf3x8cb9WhUXF/P8889zyy23sHXrVv3/JuID3NgDqH9yXmlxZlyIFyNpN2NMCCcvNXk7jOtqampi9+7dV+0PCzZxY7hnX2pjwwMICzJR3djxP5rdu3ezadMmAtzZ/kpERLqluriY42+8QcM1EhSNVVXYm5s7/Z29uZn/Xr6coGtcmA8ODyfpBz8gbOzYPsc7GDi3sI2MjfXo2JGxsVgrKhxxpKamuvT4JpOJpUuX8v3vf58dO3bw5ptvdkys2O001dd3+fikpCQyMjJYsGABoaGhLo1NvMdut5OXl8fhw4c5cuQIBQUFlJeX09jYSFBQENHR0SQnJzN16lSmT5/e51VWRcT3KSfQN8oLiIhITygv4HuUF1BeQERErs+VKyNfOneG3J2ZjpWRs7KyXBip76v75hvqL11ybI//+78n5ZlnCGibvHiFiIQE5v7mN+S//DKnf/tbAOovXaLum28YqhWYpZ9rbm7u8vrD/fffz9tvv010dDRlZWUejqz7Zs+ezdGjR1m6dCl79uzp9D7Nzc0EBvafBWHFvZQX6B82bdrkuH3HojXdLgDtSrB5GHcseoo9L69xHP+NN97o0zGvlJaWRk5ODvfddx+VlZVQUwPvvgvJyTB3Lgwf3vuDl5dDdjYUFDh2RUZGsmfPHhVC+KjS0lJWrlzJ3r1723eaTDBhAsycafzpd4015dtyVC0tcOoUHDxo/Gm3Y7FYWLx4Me+//z6ZmZnqCiLiRbrye4W2ZH+wv4kJ0b7xAfzW6ECC/U002Hy7gux//ud/qGi9WOEsMSYIPw9PGvMzmZgUE8ShkoYO+y9dusT//M//8N3vftej8YiIyNU+y8yk+IMP+nSMim5U7/sHBzP9//7fPo0zWBw5csRx2xwZ6dGxhzitzOgch6uFhoayatUqVq5cSX5+vmMSfH5+PmVlZXz99dcd7v+zn/2MtLQ0UlJSNAl+AKmpqWH79u2sX7/+mquNnD9/nmPHjjkmRycmJpKRkcHChQs1+UVkgFJOoG+UFxARkZ5QXsD3KC+gvICIiFybO1ZGPvVJFpavix0rIycmJroi1H5hyMiR3HTffVR+/jmTn3ySMWlp131MwJAhfPuf/5lRM2Zw/M03ibztNsyjRnkgWhH3CgwM5PHHH2fDhg2OfcHBwbz66qtkZGT0m8+i0dHR7N69mzfffJO1a9fS0NCem1u2bJkKIaQD5QX6h5ycHAD8A4NImb/AJcdMmb+Qfa89i62p0XF8V5s1axbHjx/vOAm+oAA+/dSY/D5jBtx667UnwbdpaYGTJ+HQIcck+Dbz58/XJHgf9sknn7QXxbTpbVGMnx9MnGj8XLoEWVmOopi9e/eSmJioohjxiIsXL5KXl8eJEyeora11LPY5bNgwJk2aRGpqKjExMd4O0+NUDOHk4sWLlJSUABAb5u/xC/Vd8TOZiA3156yl80pXX7Fz585O90+OCe50v7tNHhl81aQHMOLUpAcREe8b/Z3vcHb37g5fFF3OZGL0d77jvuMPMAVtqxeYTISEhXl07CHh4Ub1vd1Ofn6+28czmUykpqZ2WGmyrKzsqi8Ejz/+OCNGjHB7POIZdrudd955h7Vr12KxWK6+g8lEYHAwJn9/7DYbTQ0NHd6jCgsLycjI4Pnnn+eVV15h6dKl/eYChIhcn3ICfae8gIiI9ITyAr5HeQHlBURE5Nr648rIvszP35+ZP+9dQcmNc+Zw45w5Lo5IxLt++ctfMnbsWA4cOMCYMWNYs2YNt912m7fD6jGTycSTTz7JXXfdxWuvvca5c+eYPXs2Tz/9tLdDEx+jvIDvq66upqioCIAbEiYTEtp1F46eCAkNZ9QtSZR+lkdRURE1NTVuWYguNjaWPXv2sG3bNlavXk1VVZXxejt50vgJDobY2PafoUMhIACam+HyZSgtbf9p6HitISIigtdff51FixbperGPysnJ4YEHHqCurs7YERoKDz4Ikyb1/eDDh8Mjj8Dtt8OuXVBTQ2VlJWlpaezevZu0bhT5inSXzWZj3759bNu2jcOHDzuuZ19LXFwc06dP57HHHmPevHn4+/t7IFLvUjGEk7y8PMftuFDfOjWxYQE+PfHBZrPx+9///qr9QwNNjIv0zrkcFxHA0EATl5s6fmj+/e9/z69+9atB8Q9cRMSX3Th3LneFh3PoRz+i7uJFlx9/SEwMM3/+c0ZOm+byYw9U5eXlAAQGB+Pn4f8n/fz9CQwOpqm+nktObbFFXKWkpITly5ezf//+DvvNUVFExsZijowkJCysw2u/xWajvroaa2UllaWlWFtXO7dYLCxbtoydO3eyefNm4uLiPPpcRMQ9lBPoG+UFRESkp5QX8D3KC4iIiFxbf10ZWUT6h4CAAJ599lmeffZZb4fiErfddhubN2/2dhjiw5QX8H2nT5923B51S5JLj31DwmRKP8vDbrdz+vRpkpOTXXr8NiaTiccee4z58+fz1ltvsXHjRoqLi41fNjTA2bPGTzeNHTuWVatWsWzZMqKjo90Ss/Tdn/70p46FEAkJsGABmM2uHWjSJBg3DnbsgKIi6urqeOCBB8jJyVGHCOmz8vJyNm/ezKZNm9rft7qppKSEnTt3snPnTsaOHcvKlStZvnz5gH7f6kafn8HjhFPrrNFhvjfxwZd98sknXOzkg2liTFCvVtO02+2crmjio+I6Tlc0Ye9FFbC/n4lJMUFX7f/mm284ePBgj48nIiKuN2r6dOb97nfE3nmnS48be+edzPvd75TY6KHGxkYATF6aGGhqbUHZ0HD1Cs4ifVFQUEBKSkqHQoiIuDgS7ryTW+64g+j4eMyRkVdN9vHz98ccGUl0fDy33HEHCXfeSYRT4cP+/ftJSUlpXz1VRPo15QT6RnkBERHpDeUFfIvyAjLYVVdXk5+fz6FDh8jPz6e6utrbIYmID3H3ysiAY2VkERGRwUJ5Ad/m/P082Ozazg1BQ9o7bNXX17v02J2Jjo7mueee48yZM+zZs4eHHnqIMWPGdOuxY8aM4aGHHuIPf/gDZ86c4bnnnhvQE4r7u9LSUu6///72QojERFiyxPWFEG3MZuP4rR0n6urquO+++zh//rx7xpMBz263s3XrVsaPH8/zzz/fsRAiOBji4+E734GHH4bHH4eVK40/H37Y2B8fb9yvVXFxMc8//zy33HILW7du7dU11/7A96+me1Btba3j9tBA32pf5GvxXGnXrl2d7k/qZNLB9dQ2tvDbE7V8Xt7k2DcxOpC/mzSMYUE9q99Jigniz6VXXzjZtWsXd9xxR49jExER1wuJjOQ7v/oVRb/+NQWvvEJL64X33vALCiJ57VoSHnlErQh7ISjI+H/bbrN5ZXx7SwsAwU4fykX6Kj8/n7vuustoewoEhIQwZsoUwkaO7PGxhoSHMzY1lcjYWM4dPUpzfT1lZWXMnj2bAwcOuG3FEhEwkh55eXkcPnyYI0eOUFBQQHl5OY2NjQQFBREdHU1ycjJTp05l+vTppKam6v/CHlJOoG+UFxARkd5SXsB3KC8gg1FhYSEbN24kJyfHMcnZWUJCAmlpaaxatYrExEQvRCgivmIgrIwsIiLii5QX8F3O388brK4t2Gysa78mExIS4tJjX4u/vz/33nsv9957LwAXL14kPz+fwsJCLl68yC9+8YsO9//ss8+YOHGix+KTvrHb7axcuZLKykpjR1tHiAA3T5MOCICFC2HLFigqorKykhUrVrBnzx69F0mPlJaWsnLlSvbu3du+02SCCRNg5kzjT79rXCtNTTX+bGmBU6fg4EHjT7sdi8XC4sWLef/998nMzGT06NHufTIeps4QThqdPkwF+PnWm5CvxeOspaWF3/3ud1ftHxJg4uaowB4d64tLTfzbIUuHCQ8An5c38dohC19caurikZ0bHxVISMDV5+53v/vdgK1wEhHpj0wmExMWLGDuv/87YfHxvTpGWHw8c//jP5iwYIG+TPRS2+oFTQ0NtHh44kOLzUZT68oSw4cP9+jYMnCVlJSQnp7uKIQwR0UxYfbsXhVCOAsbNYoJs2djjooCoKqqirlz51JSUtLnmEWuVFNTw4YNG5g8eTLf+ta3+MEPfsDWrVs5duwY58+fp7y8nPPnz3Ps2DG2bt3KD37wA771rW8xefJkNmzYoNUEe0A5gd5TXkBERPpKeQHfoLyADCZnzpxh7ty5JCUl8eabb3ZaCAHGKu1vvvkmSUlJzJ07l7Nnz3o4UhHxFQNpZWQRERFfo7yAbxo/frzj9oUvjrv02F8XHQOMv3vncTwtJiaG9PR01q5dyzPPPHPV79UBon/Ztm1b+yTy0FDPFEK0CQgwxhtmfLbfu3cv7733nmfGlgHhk08+ISkpqWMhRHIyPPus0flh4sRrF0I48/Mz7v/448bjnQru9+7dS2JiIp988omLn4F3qRjCSduqRwDNLb51QdzX4nH2l7/8pdOJX7eNCOr2hA1bi519X1xmc341NY2dP9fqRjub86vZ98VlbN08HwF+Jm4bcfXEi3PnzvGXv/ylW8cQERHPibz1VtJ/+1siEhJ69LiIhATSf/tbIidMcFNkg4NjtSm7nfrqao+OXVdVBa0TElNSUjw6tgxMdrudZcuWUVZWBhiFEPEzZhAQ1PMVyjsTEBRE/IwZjoKIsrIyli9from14jJ2u523336bG2+8kYyMDAoLCzvewWQiMCSEoKFDCQwJMVaEcFJYWEhGRgY33ngjb7/9tl6b3aCcQO8pLyAiIq6ivIB3KS8gg0VmZiaTJ08mOzvbsS/I349vjY7g8eSxPDXtZh5PHsu3RkcQ5N9+KTU7O5ukpCQ2b97sjbBFxMsG4srIIiIivkZ5Ad8SFhZGQuvfxddFx6ivqXLJcetrqhzFFQkJCYSGurbQVAan8vJyVq9e3b7jwQfBbPZsEGazMW6r1atXU15e7tkYpF/KyckhLS2tvatJaCgsXgyPPAJ9XThm+HDjOIsXG8cFKisrSUtLIycnp2/H9iEqhnAybFj7iguXm3xrooGvxeNs586dne6fPLJ7E80uWW28+ZdqDvy1nus9Sztw4K/1vPmXai5Zu7cy1eSYzltqdxW3iIh4l8nPj9rS0h49pra0FJO/v5siGjymTp3quG1t+4DtIXUWS6dxiPTWO++8Q1ZWFgABISGMmzYNfxev+uAfEMC4adMIaL1AuX//frZs2eLSMWRwKikp4Z577mHZsmVYnN4fzVFRxCYlcct3vkPS/PncNncuE+++m9vmziVp/nxu+c53iE1KchTpAFgsFpYtW8Y999yj7iXXoZxA7ykvICIirqS8gPcoLyCDwUsvvcTKlSuxWq0AjA0fwhvzJnNx7Tz+vPxO3ro/mdfSk3jr/mT+vPxOLq6dxxvzJjM2fAgAVquVFStW8JOf/MSbT0NEvGAwrIwsIiLiC5QX8C1paWkA2Joayd+7wyXHzN+7HVtTY4fji/TV5s2bqapqLdhJToZJk7wTSGKiYxV+i8XCW2+95Z04pN/405/+xAMPPEBdXZ2xIyEB1q51/Wt40iTjuK1FbnV1dTzwwAMDpkOEiiGcTHJ68ZyvbvZiJFcr9bF42tjtdnbt2nXV/mB/uCXq6pUXr1TwdQOvHa7iXA+f37nqZl47XEXB1w3XvW/C8ECCO/m8u2vXLq2OKiLig74+eJDmy5d79Jjmy5e5cPCgmyIaPKZPn+64XdnDBFNfOY/nHIdIb9TU1LB27VrH9pgpU1zWEeJKAUFBjLn9dsf2008/TU2Na1eGk8GloKCAlJQU9u/f79gXERdHwp13cssddxAdH485MhK/K5L6fv7+mCMjiY6P55Y77iDhzjuJiItz/H7//v2kpKRQUFDgsefS3ygn0DvKC4iIiKspL+A9ygvIQJeZmcmLL77o2F6VehOFGd/lyW/HEx7S+WfX8JBAnvx2PIUZ32VV6k2O/S+88AKZmZnuDlmkS9XV1eTn53Po0CHy8/Op9nBHn8FIKyOLiIh4hvICvmXVqlWO2x+/9xoN1tpr3Pv6Gqy1fPzeuk6PL9JbNpuNjRs3GhsmE8yd692A5swx4gA2btyIzda9xb1k8CktLeX+++9vL4RITIQlS9zX1cRsNo7fel28rq6O++67j/Pnz7tnPA9SMYST1NRUx+2SGt+aaOCrEx8+/fRTvvzyy6v2T4wOItDf1OXjGprt/OZELb8urKXB1vXEgzinyTtXHcNm59eFtfz2RC0NzV0fI9DfxK3RV09+O3v2LIWFhV0+TkREvONcL1tw9fZx0i41NZXExEQArBUV1FW55mLO9dRVVWGtqAAgKSmJlJQUj4wrA9f27dsdq+lHxMURNnKkW8cLGzXKMencYrGwY4drVkWRwSc/P5/Zs2dTVlYGtHY1mT6dsampDAkP79GxhoSHMzY1tUP3krKyMmbPnq2CiC4oJ9A7yguIiIirKS/gPcoLyEB25swZ1qxZ49h+dU4iG+6dwrCg7nWRHBYUwIZ7p/BKWnsR9Zo1azh79qzLYxXpSmFhIU8++SQTJkwgPDyc1NRUZs6cSWpqKuHh4UyYMIEnn3xS33PcSCsji4iIuJ/yAr4lMTGROXPmAGD5upgP1j3Xp+N9sO45LF8XAzBnzpwOC1WJ9NYHH3zAV199ZWxMmADDh3s3oOhoIw6guLi4wyJ4Im3sdjsrV66ksq1Db0ICLFgAAd3LVfVaQAAsXOjoEFFZWcmKFSv6/QJyKoZwEhMT47jIXlpto8VH/nJb7HZKa3yzOqyz1R8BkkZ2vfJuSXUz63ItHDnf9eqNQUFBrFu3juLiYl577TUCA7teTfIv5xt4PddCyTUmh3QVz969e7t8jIiIeF5LUxOlBw706rEl//3ftDQ1uTiiwcVkMpGRkeHYvnj6tEfGdR4nIyMDk6nriZMi12O321m/fr1jO8ZDbeWdx1m/fn2//6IonldSUkJ6erqjfas5KooJs2f3uZgnbNQoJsyejTkqCoCqqirmzp1LSUlJn2MeaJQT6B3lBURExJWUF/Au5QVkIMvIyMBqtQJGR4h/mtG7fMHTM29xdIiwWq088cQTrgpRpEtnzpxh7ty5JCUl8eabb1JUVNTp/YqKinjzzTdJSkpi7ty5KtZxA62MLCIi4l7KC/imDRs2YG5dpTx3ZyYfv/dar47z8XuvkbvT6LBnNpvZsGGDy2KUwW3r1q3tGzNnei8QZzNmOG6+++673otDfNa2bdvar1OGhnqmEKJNQIAx3rBhgHG99L333vPM2G6iYogrtLVfbrDZOVXuGx+QTpY3XXOVRG+x2+3s3Lnzqv2BfnS64mKL3c5HxXX86s9VlFtbujxuQkIChw8fZvXq1fj5+fHUU09x+PBhR9vRzpRZW/jVn6v4qLiu04lntw4PIqCTV/sf/vCHLo8pIiKe982f/0xjF+284777Xe7dt4+4u+7q9PeN1dV885e/uDO8QWHhwoVEREQAYCkpofrCBbeOV33hApbWCbkREREsWLDArePJwJeXl+dY/c4cFdXj1fR7a0h4uGOy+fHjx8nPz/fIuDIw2O12li1b5ugIYY6KIn7GDAKCup5M3hMBQUHEz5jheI2WlZWxfPlyFe10QjmBnlFeQEREXE15Ae9TXkAGouPHj5OdnQ3A2PAh/GJOYp+O94s5iYwNHwJAdna2VuEXt8rMzGTy5MmO1zBAkL8f3xodwePJY3lq2s08njyWb42OIMi//UtPdnY2SUlJbN682RthD1haGVlERMS9lBfwTfHx8bz2WnsBxL7XnuU/f/pktwtDG6y1/OdPn2Tfa8869q1bt474+HiXxyqD0+HDh40bwcGOjgxed+utRjxAbm6ul4MRX1NeXs7q1avbdzz4ILQWnXmM2WyM22r16tWUl5d7NgYXUjHEFR577DHH7YMl9V6MpN2hc74Rx5U+++wzTp06ddX+CdFBBPl3XLmptrGFLQU17Cmycq05HEuXLiUvL4/k5OQO+1NSUsjLy2PJkiVdPtZmhz1FVt75tIbaxo6TKoIDTEwYfvUqkl2tnCIiIt7RWetKv6AgvvXCC9zx+uuEjR3LHb/8JVN//GP8OpkgqtaXfRcaGsorr7zi2D539CjNjY1uGau5sZFzR486tl999VVCQ0PdMpYMHo5EBxAZG+vRsZ3Hc45D5HreeecdsrKyAAgICWHctGn4u3jVB/+AAMZNm0ZASAgA+/fvZ8uWLS4dYyBQTqBnlBcQERFXU17A+5QXkIFo06ZNjttrZ97CsKC+fd8aFhTA006dJZyPL+JKL730EitXrnR0NRkbPoQ35k3m4tp5/Hn5nbx1fzKvpSfx1v3J/Hn5nVxcO4835k12FOtYrVZWrFjBT37yE28+jQFHKyOLiIi4j/ICvmvFihX8y7/8i2M7d2cm676fzMH/eJP6mqpOH1NfU8XB/3iTdd9PdnzuAeNz7vLly90eswwOFy9epKR1oQ1iY8HPR6ZE+/kZ8QDnzp1zLIonArB582aqqlrfO5OTwVuF8YmJxviAxWLhrbfe8k4cLuAj//J9x7x58xg7diwAp8qbuGS1eTWecquNU5d8YzXKK+3atavT/ZNjOn7YLLrUyKuHLJy8xvMICwvj3//933n77bcZ1tp65UrDhg3jnXfe4de//jVhYWFdHutkeRP/dshC0aWOF2gmjwzu8jEiIuJ9LTYbJf/93x32hd98M+m/+Q23PPwwJpMxoc5kMpHwD/9A+m9+Q/jNN3e4f8kf/0iLzbv/dw8ES5cuJT09HYDm+nq+zM3F1tzs0jFszc18mZtLc70xwXPevHnXnNwo0l1Hjhxx3DZHRnp07CGtq6deGYfItdTU1LB27VrH9pgpU1zWEeJKAUFBjLn9dsf2008/TU1NjVvG6q98OScwZswYr8bSGeUFRETElZQX8B3KC8hAk9M6ISrI349Fk13zufrR2290rMKfowlX4gaZmZm8+OKLju1VqTdRmPFdnvx2POEhVxd6A4SHBPLkt+MpzPguq1Jvcux/4YUXyMzM7PQx0nNaGVlERMQ9lBfwfS+88AKbNm1yFIZavi5mz8tr+Mndsfxq4Qx2/ctK9vziaXb9y0p+tXAGP7k7lj0vr3F0wjKbzWRmZvLjH//Ym09DBpi8vLz2jbg47wXSGafFFDvEKYOazWZj48aNxobJBHPnejegOXOMOICNGzdi66f/j6oY4gr+/v6sXLkSADuQdcbq1Xiyz1i5xoKJXtXZpAd/E0wcYSTgmlvs7P3iMpvza6ht7PpZTJ8+nU8//ZSHH364W+P+wz/8AwUFBUybNq3L+9Q02nkrv4Z9X1zG1mKMPTE6kCsWphQRER9S98031F+65Nge//d/z9zf/IaIhIRO7x+RkMDc3/yG8X/3d4599ZcuUffNN26PdaAzmUxs3ryZESNGAGCtqODsoUMuWwmyubGRs4cOYa2oAGDEiBFkZmY6ElgifVFQUGDcMJkIucZEWXcYEh7u+JKYn5/v0bGl/9q+fTsWiwWAiLg4wkaOdOt4YaNGEdGaCLRYLOzYscOt4/U3vpwTcO5a4SuUFxAREVdSXsB3KC8gA0l1dbWjG9jtI8O6nETeU+EhgUweaeQdioqKVGguLnXmzBnWrFnj2H51TiIb7p3S7a4mw4IC2HDvFF5Ja19Zcs2aNZw9e9blsQ5WWhlZRETE9ZQX6B9WrFjB8ePHmTNnjmOframR0s/yOPKfWzj4729w5D+3UPpZHram9jzCnDlzOH78uD73iMudOHGifWP0aO8F0hmnYojCwkIvBiK+5IMPPuCrr74yNiZMgOHDvRtQdLQRB1BcXMz+/fu9G08vqRiiE8uXLyeidVXXgguNnLjonhbQ11N4sZGCC8bY4eHhXomhK6dPn+bYsWNX7U8YHkhIgB/lVhvr/1LFh3+t7/IYJpOJ559/no8++ohx48b1aPz4+Hg+/vhjfvSjH3V5gcQOHPhrPW/+pZpyq40hgX7cMtw1SW4REXG9ISNHctN99xE+fjx3rFvHt198kYAhQ675mIAhQ/j2P/8z/7/XXiN8/Hhuuv9+zKNGeSjigS0uLo6srCzHZxBrRQWnDhyguo/Jo+oLFzh14IBjwkN4eDhZWVnE+VqFvvRb5eXlAAQGB+Pn7+/Rsf38/QkMNlYdv+SUrBXpit1uZ/369Y7tmPHjPTKu8zjr16/HbvfVEnzv8MWcQEREBAsWLPBKHF1RXkBERFxNeQHforyADBSnT5923J480rXX2m5vPZ7dbu8wjkhfZWRkYLUaxfmrUm/in2b0Ll/w9MxbHB0irFYrTzzxhKtCFLQysoiIiKspL9B/xMfHk5WVxfHjx3nyySeZMGHCVXl6k8nEhAkTePLJJyksLCQrK0udsMQtamudOrQNHeq9QDrjFM/ly5e9GIj4kq1bt7ZvzJzpvUCczZjhuPnuu+96L44+6N7yEYNMdHQ069atY/HixQDs+ryWcZERmAP7VjtS29hCSXUzF2ptNNrs2FrA3w+C/E2MGuZPXFgAw4KMMaxNLez6vP2N+ic/+Qk/+MEP+jS+K3W2+iNAUkwQ+V838LvPL9Ng63pCzQ033MD27du56667eh1DYGAgP/3pT/nud7/LokWL+Prrrzu937nqZtYdruLBiUNJigniZHlTr8cUERH38fP3Z+bPf96rx944Zw43Oq08IK6RnJzMgQMHmDt3LmVlZTTX1/Pl4cNExMURM368sQp+N9VVVXHx9GksJSWOfSNGjCA7O5spU6a4IXoZrBpbVyo1ebgQoo3Jz/g839DQ4JXxpX/Jy8tzrAJijorq0ftqXwwJD8ccFYW1ooLjx4+Tn59PamqqR8buD9yVE4Du5wWuzAm8/vrrDPf2qiBXUF5ARERcTXkB36O8gAwEzt/PQ7u5qn53DQtqzz3U13ddBCzSE8ePHyc7OxuAseFD+MWcxD4d7xdzEvng9DcUV9WRnZ1NYWEhiYl9O6a0W7FiBXfffTdPPPGE4++tbWXk0s/yunzcnDlz2LBhgyYEioiIOFFeoP9JTEzkjTfeAIyufGfOnKG+vp6QkBDGjx9PaGiolyOUwaDRuZNpgI9Nh3aKR/MHpM3hw4eNG8HBjo4MXnfrrUY8DQ3k5uZ6O5pe8bF//b7j0Ucf5f3332fv3r3UNNrZcbyWJVNCCfDrfpvmFrudk+VN5J1voLiqmaqGlus+JjzYjzHh/lyytlDbaEwauPfee/m7v/s7nyqG2LlzZ6f7j19s5PPrTCq499572bJlC9HR0S6J5bvf/S5Hjx5lyZIl7N27t9P7NNjs/LqwlonRWgFSRESkJ5KTk8nPz2f58uWOVmiWkhIsJSWYo6KIjI1lSEQEQ8LDO6zC32KzUVdVRZ3FQmVJCdbKyg7HTU9PZ/PmzVr5UVwuKCgIALvN5pXx7S3GZ/7g1g4RItfiSHQAkU5tUj0hMjbWsRrv4cOHVQxxBVfkBKD3eQFbi53apvacwKJFixydb3yF8gIiIiKDg/IC0t85fz+vaWx26bFrG9tzDyEhIS49tgxemzZtctxeO/MWhvWxiGdYUABPzxjPD/cfdxy/bcKauEbbysiFhYVs2rSJnJwcioqKOnTiNJlMJCQkkJaWxqpVq5g0aZIXIxYRERFxvbCwMJKTk70dhgxCbfMDAGh27ff+PnOKR/MHBODixYuUtC0WExsLfn1fjM8l/PyMeM6e5dy5c5SVlTFixAhvR9UjKobogslkYtOmTSQlJVFZWUnRpSa2H6th4eTrT3643NhCbmkDh0vqqay//kQHZ1UNLVRdbH9MSEgIP/vZz65qJeVNxcXFHDlypNPfXWvCQ1BQEK+88gpPPvmky5/PiBEj2LNnD2+88QbPPPNMx4q/bsYnIiIinYuLi2Pfvn1s2bKFp59+GovFAoC1osIxkRaTicDgYEx+fthbWmhqaAD71atBR0RE8Oqrr7JkyRKf+nwjA0d0dDTnz5+nqaGBFputw2Qcd2ux2YzXPvjcCu7im5y/V5kjIz069pCIiE7jEENfcgLQ97xAGz8/PxITE7l06VKPn4M7KS8gIiIyuCgvIP3Z+PHjHbePfVPl0mMfbT2eyWTqMI5IX+Tk5AAQ5O/HosljXHLMR2+/kbU5J2i0tTiOL66nlZFFRERERDxv2LBh7RuXL3svkM44xTN06FAvBiK+Ii/PqYOgry0S01oMAUac6enpXg6oZ3ykrMQ3xcbGsmfPHoYMGQLAibImtnxag7Wp84kMdrudI+fr+fknFj44be0w4SHY30R8ZADfuTGEhxOH8XhyKCtTw3g8OZSHE4fxnRtDiI8MINi/Y/K/vr6eO+64g//4j/9w3xPtod/97nc9fsytt97Kn//8Z37wgx+47QKHyWTihz/8Ibm5uUzwlfYxIiIiA4TJZGLp0qV89dVXbNiw4epW6nY7TfX1NFqtNNXXXzXhISkpiQ0bNvDVV1+xdOlSTXgQt3GsOGK3U19d7dGx66qqHK/9lJQUj44t/VNBQYFxw2QiJCzMo2MPCQ+H1vfi/Px8j47dX/Q0JwCuzwu0tLTw85//nFtuuUV5gW5QXkBERMR9lBeQ/iosLIyEhAQAjn5TTVW9a4pjq+qbOPaNkXdISEjQJGdxierqaoqKigC4fWQY4SGu6WwXHhLI5JFG3qGoqIiamhqXHFe61rYy8owZM0hOTtZ7hIiIiIiIm3Tounb+vPcC6UxpqePmVbk0GZROnDjRvjF6tPcC6UxsrONmYWGhFwPpHXWGuI5Zs2axe/duHnjgAerq6ii61MQrBy08OHEYk2LaW+xU1dvY9fnlDisMmoAJ0YHMjAthQnQgftdI7qfeYLTBabHbOVXexMGSek6VN2EHLBYLP/zhD931FHts165dPbr/smXLWLdunceq26ZMmUJeXh6rV6/m7bff9siYIiIig0VoaCirVq1i5cqV5Ofnc/jwYY4cOUJ+fj6XLl2ioaGB4OBghg8fTkpKClOnTmX69OmkpKRoooN4xNSpU9m6dSsA1spKj662X9e6OmpbHCLXU15eDkBgcLBHu5gA+Pn7ExgcTFN9vc91HfAl3c0JgPIC16K8gIiIyMChvID0R3fffTdFRUU02lp479g5nvx2fJ+Pue3oVzTajOLntLS0Ph9PBOD06dOO25NHhrv02LePDOfIeQt2u53Tp0+3LygiIiIiIiLSj6WmprZvlJR4L5DOOBVDdIhTBq3a2tr2DV/rFuIUz2Vf67LSDSqG6Ia0tDRycnK47777qKyspKbRzrtHa0geFcTcm81UN7awpaCGuub2lY7afjfc3LMJLX4mExNHBDFxRBCXrDayzlgpuNDo6qfUa+fPn+fgwYPdum94eDiZmZn83d/9nZujutrQoUN56623SEtLY8WKFVR7eFVgERGRgc5kMpGamqovbOJzpk+f7rhdWVpKdHzfJzh0V6VTMsM5DpGuNDYa3/VMHi6EaGPyM5pFNjQ0eGX8/uJ6OYHhZn++tDQpL9AJ5QVEREQGLuUFpL8oKSnh6NGjju1XDn7B4ik3Miyo95dIaxubefVQ+6T1VatW9SlGkTbO389D+/Aa7cywoPbvpvX19S49toiIiIiIiLfExMQQFxdHSUmJUXzQ0gKt10C9qqXFUQwxZswYRowY4eWAxBe0zQ8AIMDHpu87xdMf5w/4wL/6/mHWrFkcP36c+fPnO/YVXGjk559Y2PCXaseEh9AgE4tvD+WRpNAeT3i40nCzP48khbL49lBCg3xjxaTf//732K9ob92ZGTNm8Omnn3plwoOzv//7v+fo0aOajCYiIiIySKSmpjpaTForKqirqvLIuHVVVVgrKgBISkoiJSXFI+NK/xYUZHQWsNtsXhnf3mKsYhocHOyV8fuTrnIC//qJhV8etrDpiPICV1JeQERERES8raCggJSUFD755BPHvuKqOp7JLuzTcZ/JLqS4qg6AOXPmMGnSpD4dT6SN8/fzmsZmlx67trE99xASEuLSY4uIiIiIiHjT7bffbtxoaIBTp7wbTJuTJ414gGnTpnk5GPEVbfMDAGh27ff+PnOKpz/OH1AxRA/ExsayZ88e3n33XcLD21uTtk0BSBgeyNqZEUyKCer8AL00KSaItTMjSBge2GF/bm6uS8fpjl27dl3z9yaTiR//+Md89NFH3HTTTZ4J6jpuuukmPvroI/7P//k/asMtIiIiMsCZTCYyMjIc2xdPn77GvV3HeZyMjAx97pRuiY6OBqCpoYEWDxdEtNhsNLUm4IYPH+7RsfurznICduBcjQ1ba2JAeQHlBURERETEN+Tn5zN79mzKysoA8A8KcnTH25j3V149+EWvjvvqwS/YmPdXx/aTTz7Z51hF2owfP95x+9g3rl3g42jr8UwmU4dxRERERERE+jO73c4333zTvqOb3c3d7tAhx83Fixd7Lw7xKcOGDWvfuHzZe4F0ximeoUOHejGQ3lExRA+ZTCYee+wxPv74Y4YMGeLYnxgTxJIpoZgD3XNKzYF+LJkSyqQR7RMfFi1axPnz590yXmfsdjt/+tOfuvz96NGj+eMf/8hLL71EgI+1cAkMDOQnP/kJf/zjHxk9evQ179udFS5FRERExHfNnj3bMdnVUlJC9YULbh2v+sIFLCUlAERERLBgwQK3jicDR3JysnHDbqe+utqjY9dVVUHrdx91Mum+tpzA6dOnee655/BzarOrvIDyAiIiIiLiG0pKSkhPT6eqtVukOSqKW7/7XWKTkhz3WZtzgif+8Cm13Vx9v7axmSf+8Clrc0502P/4449T0poTEOmrsLAwEhISADj6TTVV9U0uOW5VfRPHvjHyDgkJCYSGhrrkuNJ71dXV5Ofnc+jQIfLz86n2cF5IRERERGSg2LZtG0eOHGnfceoUXLrkvYAAyssdHSrGjh1Lenq6d+MRn9Ghu6gHr/F2S2mp42ZiYqIXA+kdFUP0gt1u50c/+hF1dUYL3IThgSxIGkaAn3tXFwzwM7FwcqhjJUiLxcKKFSs8dpG+ubm5yxUU77//fo4ePcrs2bM9EktvzZ49m6NHj3Lfffd1eZ9mX2s/IyIiIiLdZrfbeeqppzp8Rj539CjNjY1uGa+5sZFzR486tl999VVdUJZumzp1quO2tbLSo2PXWSydxiHdM3z4cI4fP05LSwugvAAoLyAiIiIivsFut7Ns2TJHRwhzVBTxM2YQEBTE8JtuYtSttzruuzHvrySu/yNv5J7pctJ5VX0Tb+SeIXH9Hzt0hAhsXTCtrKyM5cuXq6BWXCYtLQ2ARlsL7x0755Jjbjv6FY22lg7HF88rLCzkySefZMKECYSHh5OamsrMmTNJTU0lPDycCRMm8OSTT1JYWOjtUEVERERE+oXy8nJWr17dcafdDllZ3gmoTXa2Y1G6VatW4e/v7914xGekpqa2b/ja4hpOxRAd4uwnVAzRC9u2bWPv3r0AhAaZPDLhoU2AnzHesCBjvL179/Lee+95ZOzAwEAef/zxDvuCg4P51a9+xX/+538SHR3tkTj6Kjo6mt27d/PGG28QHBx81e8DAwM7eZSIiIiI9AfvvPMOWa3JDVPriu3N9fV8mZuLzcWTW23NzXyZm0tzfT0A8+bNY8mSJS4dQwa26dOnO25XOiUXPMF5POc4pHuUF2invICIiIiI+BLnvEBASAjjpk3D36lr2cgJE4i7/Xb8WiciFFfV8cP9x4l55QO+tflDlv2/Ap7af4xl/6+Ab23+kJhXPuCH+49TXGUskObn70/c7beTcOedBISEALB//362bNni4WcqA9WqVasct185+EW3u5d0pbaxmVcPne70+OIZZ86cYe7cuSQlJfHmm29SVFTU6f2Kiop48803SUpKYu7cuZw9e9bDkYqIiIiI9C+bN292dIUkKQlaFy6goABOnOj6ge5UWGiMD0RERLBs2TLvxCE+KSYmhri4OGOjtBRaF97zupYWRzHEmDFjGDFihJcD6jkVQ/TQldVkD04chjnQs6fRHOjHgxOHObZXr15NeXm5R8b+5S9/yc9//nPmzp3LsmXLyM/P5x//8R+7XBnSV5lMJp588kn+67/+y9uhiIiIiIiL1NTUsHbtWsd23O23ExAUBIC1ooKzhw65rENEc2MjZw8dwlpRARifL//t3/6t330uFu9KTU11tJi0VlRQ15asc7O6qirHazcpKYmUlBSPjDtQKC+gvICIiIiI+KYr8wJjpkxx5AWcDb/pJhJmz2aY04XdRlsLR85beLugmNdzz/J2QTFHzlscq+kDDBsxgoTZsxl+000EBAUx5vbbHb97+umnqampcdMzk8EkMTGROXPmAEaxzjPZfesS8Ex2oaOYZ86cOUyaNKnPMUr3ZWZmMnnyZLKzsx37/AODiJs0lanfW8KsR37I1O8tIW7SVPwD29+vsrOzSUpKYvPmzd4IW0RERETE59lsNjZu3GhsmEwwfz7cf3/7HXbtAqvVs0FZrca4rV5//fV+s5CYeI5jocKGBjh1yrvBtDl50ogHmDZtmpeD6R0VQ/SQczVZ8qggJsVcnUT1hMSYIJJHGWNbLBbeeustj4wbEBDAs88+y/79+9m8eTO33XabR8Z1lwkTJng7BBERERFxke3bt2OxWACIiIsj6sYbGTdjBn6tK0BaKyo4deAA1d9806dxqi9c4NSBA47J5AB2u50PP/ywT8eVwcdkMpGRkeHYvnj69DXu7TrO42RkZPS7SezepryA8gIiIiIi4puuzAuEjRzZ5X2Dhw7l5pkzjeKGceMIHjas8/sNG8bwceOYMHs2N8+cSfDQoY7fhY0aRUTran4Wi4UdO3a47snIoLZhwwbMZjMAG/P+yqsHv+jVcV49+AUb8/4KgNlsZsOGDa4KUbrhpZdeYuXKlVhbJ2BF3DCW+/73On78X6X843sHefDFTdy79hUefHET//jeQX78X6Xc97/XEXHDWACsVisrVqzgJz/5iTefhoiIiIiIT/rggw/46quvjI0JE2D4cEhNhYkTjX01NbBjBzT3rdtetzU3w/btUFsLwLe+9S0WLVrkmbGlX3nsscfaNw4e9F4gzg4dctxcvHix9+LoAxVD9IBzNZkJmHuz2avxzLnZTNuUlY0bN2Kz2bwaj4iIiIiIt9jtdtavX+/Yjhk/HgBzRAQ3z5rlWAmyub6eLw8fpjgvr8er8NdVVVGcl8eXubk019cD4B8Y6Pj9+vXrsdvtfX0qMsgsXLiQiIgIACwlJVRfuODW8aovXMBSUgIYrVkXLFjg1vEGGuUFRERERER8U1d5gesZEhZG3OTJ3Prd75J4zz3c8jd/w/g77uCWv/kbEu+5h1u/+13iJk8mJCys08c7j6O8gLhKfHw8r732mmN7bc4JnvjDp9Q2dm8ST21jM0/84VPW5pxw7Fu3bh3x8fEuj1U6l5mZyYsvvujYnvbQCp56v4CZD2cQEhre6WNCQsOZ+XAGT71fwLSHVjj2v/DCC2RmZro9ZhERERGR/mTr1q3tGzNnGn+aTPDggzBkiLFdVGQUKLi7IKKtEOKL9kL2mJgYLUgnnZo3bx5jxxpF8Jw6BZcueTeg8nJHh4qxY8eSnp7u3Xh6ScUQPeBcTTYhOpDhZn+vxhNt9mfCcGPyVXFxMfv37/dqPCIiIiIi3pKXl0dhYSEA5qgohoS3X1Q0R0Rwy513EhoT49hnKSmh6MMP+eLjjyk/e5bLFRW0XDGJuMVm43JFBeVnz/LFRx9R9OGHjknkAKExMSTMno05KgqA48ePk5+f786nKQNQaGgor7zyimP73NGjNDc2umWs5sZGzh096th+9dVXCQ0NdctYA5XyAiIiIiIivulaeYHu8g8MxBwRwdCoKMwRER0WQOjKkPBw5QXELVasWMG//Mu/OLY35v2VxPV/5I3cM1TVN3X6mKr6Jt7IPUPi+j86OkKA0aFg+fLl7g5ZWp05c4Y1a9Y4tu/5p5f53vO/ItjceQeaKwWbh/G953/FPWv+1bFvzZo1/PWvf3V1qCIiIiIi/dbhw4eNG8HBRmeINuHhsGQJtH2nP3ECtmyB1o5tLme1wjvvGOM4OXbsmHvGk37P39+flStXGht2O2RleTeg7GwjDmDVqlX4+3v3+ndvBXg7gP7EuZpsZlyIFyNpN2NMCCcvGQmvd999l/nz53s5IhERERERz3MkO4DI2Nirfh80ZAjjpk+n4quv+PrECWxNxmdoa0UF1ooK404mE4HBwZj8/LC3tNDU0OD40ufMPzCQGyZNIurGGzGZTETGxjqOcfjwYVJTU93wDGUgW7p0KTt37mT//v1G95LcXOJnzMA/wHVf2W3NzR26msybN48lS5a47PiDhfICIiIiIiK+6Xp5AXdSXkDc5YUXXmDkyJGsWbMGq9VKcVUdP9x/nLU5J5g8MozbR4YzLMif2kYbR7+p4tg31TTaWhyPN5vNrFu3ToUQHpaRkYG1daLVtIdWcMfCp3p1nDsWreHSuTPk7szEarXyv//3/3ZhlCIiIiIi/dfFixcpaVvEMDYW/K5YE37cOFi8GN59F5qajA4Rr7xidI2YNMl1gRQWwq5dUFtrbAcGwvDhcOEC586do6ysjBEjRrhuPBkwli9fzssvv4zFYoGCArj9dte+NrursNAYH4iIiGDZsmWej8FFVAzRA22J1GB/ExOir78ajCfcGh1IsL+JBpud3Nxcb4cjIiIiIuIVR44ccdw2R0Z2eh+TycTwsWOJGD2aypISLn35JfU1Ne13sNtpap0o3pmQsDCG33QTkXFxHVaHHBIR0WkcIt1lMpnYvHkzKSkplJWVYa2o4OyhQ4ybNo2AoKA+H7+5sZEvc3Mdk3NGjBhBZmamWrP2gvICIiIiIiK+qTt5AXdRXkDcacWKFdx999088cQTZGdnA9Boa+HIeQtHzlu6fNycOXPYsGED8fHxHopUwOgQ0/b3FHHDWOY99fM+HW/eUz/n1CdZWL4u5sMPP3RBhCIiIiLudfHiRfLy8jhx4gS1tbU0NjYSFBTEsGHDmDRpEqmpqcTExHg7TOnn8vLy2jfi4jq/U0ICLF9udIWoq4OaGqM4IjkZ5s41ihZ6q7zcWE2/dRI5AEOGGB0pjh+HCxcccaanp/d+HBmwoqOjWbduHYsXLzZ27NplFPGYzZ4Lwmo1xm31+uuvEx0d7bnxXUzFEN3kXE0WG+aPn49MGvEzmYgN9eespVnVZCIiIiIyaBW0JRpMJkLCwq55X//AQKLHjWP4TTdRV1VldIewWKirqsLW2EhLSwt+fn74BwUxJDwcc0QE5qgohoSHdzp5fEh4OJhMYLeTn5/vjqcng0BcXBxZWVnMnj2bqtbX5akDBxgzZQphI0f2+rjVFy5w7uhRR0eI8PBwsrKyiOsqMShdUl5ARERERMR39SQv4GrKC4i7xcfHk5WVRWFhIZs2bSInJ4eioiLsTh1NTSYTCQkJpKWlsWrVKiZ5Y0VJYdOmTY7bdyxaQ7B5WJ+OF2wexh2LnmLPy2v6GpqIiIiIW9hsNvbt28e2bds4fPhw+2r91xAXF8f06dN57LHHmDdvHv7+/h6IVAaSEydOtG+MHt31HceNg6efNiZ8f/65sa+gAD79FCZMgBkz4NZbr+4s0ZmWFjh5Eg4dglOnwOn7GBMnGl0nwsOhdXE6gMLCQhVDSJceffRR3n//ffbu3WsU6+zYYRTUBHhgWn9zM2zf7uhqcu+997Jo0SL3j+tGKoboJudqsrhQ3zptsWEBnLU0A6omExEREZHBqby8HIDA4GD8upkwM5lMRqGD0wqOveHn709gcDBN9fVcunSpT8eSwS05OZkDBw4wd+5cysrKaK6v58vDh4mIiyNm/Hhjgk031VVVcfH0aSxOSecRI0aQnZ3NlClT3BD9wKe8gIiIiIiI7+pNXsBVlBcQT0lMTOSNN94AoLq6mjNnzlBfX09ISAjjx48nNDTUyxFKTk4OAP6BQaTMX+CSY6bMX8i+157F1tTokuOJiIiIuEJ5eTmbN29m06ZNFBcX9+ixJSUl7Ny5k507dzJ27FhWrlzJ8uXL+/WK5OJZta0TuAEYOvTadw4PNyaY5+XB7t1QX28UMpw8afwEB0NsbPvP0KHGZPTmZrh8GUpL238aGjoee8gQuP9+SE01Fkm4Ip7Lly+76BnLQGQymdi0aRNJSUlUVlZCUZFRoLBwoXsLItoKIb74AoDIyEg2bdrU6cKg/YlvXb33Yc7VZKPDfOu0xTrFo2oyERERERmMGhuNi4EmL60cYmpdLaLhygSISA8lJyeTn5/P8uXL2b9/PwCWkhIsJSWYo6KIjI1lSEQEQ8LDO0zwabHZqKuqos5iobKkBGtlZYfjpqens3nzZnWE6APlBUREREREfJfyAjLYhIWFkZyc7O0wxEl1dTVFRUUA3JAwmZDQ7i9qcS0hoeGMuiWJ0s/yrn9nERERETez2+1s27aN1atXU1VV1fGXbZPK4+KM1fqvnFR+/jyUlHSYVF5cXMzzzz/Pyy+/zLp163j00Uf7/YRccb+2HADQvUnjJhNMnWp0cMjNhcOHoe1aakMDnD1r/HRXZCRMnw7Tpl1djOEUj3IEcj2xsbHs2bOHtLQ06urq4MQJ2LIFFiwAs9n1A1qtHQohzGYze/bsYfS1Oqz0E7519d6HOVeTDQ30rf9wneNRNZmIiIh4g91uJy8vj8OHD3PkyBEKCgooLy+nsbGRoKAgoqOjSU5OZurUqUyfPp3U1FQlMcSlgoKCALDbbF4Z397SAkBwcLBXxpeBJS4ujn379rFlyxaefvppLBYLANaKCqxtrVVNJgKDgzH5+WFvaaGpoaFjO9ZWERERvPrqqyxZskTvu32kvICIiIhI15QXEG9TXkBEvO306dOO26NuSXLpsW9ImKxiCBEREfG60tJSVq5cyd69e9t3mkwwYQLMnGn82Voo3qnUVOPPlhY4dQoOHjT+tNuxWCwsXryY999/n8zMzAExMVfcpy0HABjFNt01dCjcdRfceafRFSIvD776ClqvxV5TRATceKNRVHGt17pTPMoRSHfMmjWL3bt388ADDxgFEUVF8Mor8OCDMGmS6wYqLIRdu6D1mrfZbGb37t3MmjXLdWN4kYohusm5mizAz7cS9M7xqJpMREREPKmmpobt27ezfv16CgsLu7zf+fPnOXbsGFu3bgWMlu4ZGRksXLhQ7dvFJaKjozl//jxNDQ202GwdVsx3txabzZiIDgwfPtxj48rAZjKZWLp0Kd///vfZsWMHb775Zsf3Wbudpvr6Lh+flJRERkYGCxYs0PusiygvICIiInI15QXEVygvICLe5vx9PNjs2v/bgoYMc+nxRERERHrqk08+4b777qPSuTN5cjLMnQs9/R7k52es0D9xIly6BFlZUFAAwN69e0lMTGTPnj0DZoKuuN6wYU6fj3uzSJifH9x2m/EDxuTwkhK4cAEaG8FmA39/CAqCUaOMbifDuvmZ3CmeoVd2jRDpQlpaGjk5Oe3vszU18O67vX+fdVZeDtnZjvdZgMjIyAH3PqtiiG5yriZrbrl6tU1vco5H1WQiIiLiCXa7nXfeeYe1a9c6VizvoG3Fcn9/7G0XhJ1WLC8sLCQjI4Pnn3+eV155haVLl2pFSOmT5ORkjh07BnY79dXVmCMjPTZ2XVWV4/WdkpLisXFlcAgNDWXVqlWsXLmS/Px8x0q7+fn5XLp0iYaGBoKDgxk+fDgpKSmOlXZTUlL0vupiyguIiIiItFNeQHyN8gIi4m3O38cbrDUuPXZjXe317yQiIiLiJjk5Oe0rlgOEhrpuxfLhw+GRR+D2240Vy2tqqKysJC0tjd27d5OWltb3MWTAmeT82jt/vr3rSG8NGwa33mr89FVpqeNmYmJi348ng8asWbM4fvx4xw48BQXw6adGN5IZM4zX6LU68LRpaTG6nxw65OjA02b+/PkDsgOPiiG6ybma7HKTb016cI5H1WQiIiLibiUlJSxfvpz9+/d32G+OiiIyNhZzZCQhYWEdVuBrsdmor67GWllJZWkp1ooKACwWC8uWLWPnzp1s3ryZuLg4jz4XGTimTp3qWGHUWlnp2UkPThN/pk6d6rFxZXAxmUykpqaS2tdknvSa8gIiIiIiBuUFxBcpLyAi3jZ+/HjH7QtfHHfpsb8uOubS44mIiIh015/+9KeOhRAJCbBgAZjNrh1o0iQYNw527ICiIurq6njggQfIyckZUCuXi2t0uF5aUuK9QDrjVAyh67rSU7GxsezZs4dt27axevVqqtoW4Dh50vgJDobY2PafoUMhIACam42uJKWl7T9O3QsBIiIieP3111m0aNGAXJRGxRDd5FxNdr66mdQbfGelxdLqZsdtVZOJiIiIOxUUFDB37lzKysoc+yLi4ogZP54h4eFdPs7P3x9zZCTmyEii4+Opq6ri4unTWFq/mO7fv5+UlBSysrJITk52+/OQgWf69OmO25WlpUTHx3ts7EqnhIZzHCIysCgvICIiIqK8gPgu5QVExNvCwsJISEigqKiIr4uOUV9TRUho1/83dld9TZXLiytEREREuqO0tJT777+/vRAiMdEohAhw05RTsxmWLIHt2+HECerq6rjvvvsoLCwccCuYS9/ExMQQFxdHSUmJMem7paV7q+W7W0uLoxhizJgxjBgxwssBSX9kMpl47LHHmD9/Pm+99RYbN26kuLjY+GVDA5w9a/x009ixY1m1ahXLli0jOjraTVF7n4ohusm5Squkpvka9/Q850kPqiYTERERd8nPz+euu+4yKo+BgJAQxkyZQtjIkT0+1pDwcMamphIZG8u5o0dprq+nrKyM2bNnc+DAAU18kB5LTU0lMTGRwsJCrBUV1FVVXXMijqvUVVU5VjRNSkoiJSXF7WOKiHcoLyAiIiKDnfIC4suUFxARX5CWlkZRURG2pkby9+5g5sMZfT5m/t7t2JoaXRCdiIiISPfZ7XZWrlxJZWWlsaOtI4S7CiHaBATAwoWwZQsUFVFZWcmKFSvYs2fPgFzJfKC4ePEieXl5nDhxgtraWhobGwkKCmLYsGFu6wI6ffp0du7caUwOP3UKJk50yzg9cvKkYzX+adOmeTkY6e+io6N57rnneOaZZ/jggw/YunUrubm5nDt37rqPHTNmDNOmTWPx4sWkp6fj79TBd6BSMUQ3OVeTlVbbaLHb8fOB/2Bb7HZKa2yAqslERETEfUpKSkhPT3dMeDBHRTFu2jQCgoL6dNywUaOYEBXFl7m5WCsqqKqqYu7cueTn57vtS7EMTCaTiYyMDDIyjAuMF0+fZqwHJgRfPH3acTsjI0NJOJEBTHkBERERGcyUFxBfp7yAiPiCVatW8eabbwLw8XuvkXr/owSbh/X6eA3WWj5+b52LohMRERHpvm3btrF3715jIzTUM4UQbQICjPF+8QuorWXv3r289957PProo54ZX67LZrOxb98+tm3bxuHDh40ODT18fF899thjRjEEwMGDvlEMceiQ4+bixYu9F4cMKP7+/tx7773ce++9gFF8lJ+fT2FhIZcvX6ahoYHg4GCGDh1KYmIiqampg/J6sQ/0huk/2lrbNtjsnCpv8nI0hpPlTTTY7ICqyURERMQ97HY7y5Yto6ysDDAmPMTPmNHnCQ9tAoKCiJ8xA3NUFABlZWUsX74cu93ukuPL4LFw4UIiIiIAsJSUUH3hglvHq75wAUtrYiciIoIFCxa4dTwR8T7lBURERGQwUl5A+gvlBUTE2xITE5kzZw4Alq+L+WDdc3063gfrnsPydTEAd955Z1/DExEREemW8vJyVq9e3b7jwQfBbPZsEGazMW6r1atXU15e7tkY5Crl5eX87Gc/4+abb+b+++9n586dPS6EAPj2t7/Nz372sz79nc6bN4+xY8caG6dOwaVLvT6WS5SXG3EAY8eOJT093bvxyIAVExNDeno6a9eu5Z//+Z/56U9/yj//8z+zdu1a0tPTB2UhBAzyzhDXas8zadIkUlNTiYmJcdzfuZrsYEk9E0e4JtHfF4fO1Ttuq5pMRERE3OGdd94hKysLgICQEMZNm4a/i1d98A8IYNy0aZw6cIDm+nr279/Pli1bWLp0qUvHkYEtNDSUV155hWXLlgFw7uhRJkRFuWyCjrPmxkbOHT3q2H711VcJDQ11+Tgi4l7KC4iIiIhcn/IC0l8oLyAivmDDhg0kJSVhtVrJ3ZnJ8DE3c8eiNT0+zsfvvUbuzkwAzGYzL7/8Mt/+9rddHa6IiIjIVTZv3uzoDElyMkya5J1AEhON8QsKsFgsvPXWWzz3XN+KTaV37HY727ZtY/Xq1e2vjTbBwRAbC3FxMHo0DB1qdPdobobLl+H8eSgpgdJSaGgA4Ny5czz//PO8/PLLrFu3jkcffbTHnRb9/f1ZuXIlzz//PNjtkJUFjzziqqfcc9nZRhwYHeP8/f29F4vIIDSoiiF6054nLi6O6dOn89hjjzFnzhzGjh1LcXExp8qbuGS1MdzsvTetcquNU5eMlShVTSYiIiLuUFNTw9q1ax3bY6ZMccsFZDBWghxz++18mZsLwNNPP833v/99XUj2YXa7nby8PA4fPsyRI0coKCigvLzcMZk4Ojqa5ORkbr31Vo/FtHTpUnbu3Mn+/ftprq/ny9xc4mfMcOlEHVtzM1/m5tJcb0xAnjdvHkuWLHHZ8UXEfZQXEBEREekZ5QXkWpQXUF5ARK4WHx/Pa6+9xsqVKwHY99qzXDp3hnlP/Zxg87DrPr7BWssH655zFEIArFu3jptuusldIYuIiIg42Gw2Nm7caGyYTDB3rncDmjMHPv0U7HY2btzIM888o0nmHlZaWsrKlSvZu3dv+06TCSZMgJkzjT/9/Lo+QGqq8WdLi9E54eBB40+7HYvFwuLFi3n//ffJzMxk9OjRPYpt+fLlvPzyy1gsFigogNtv907xTmGhMT5G58i2RRpExHMGRTFEeXk5mzdvZtOmTRQXF/fosSUlJezcuZOdO3cyduxYJkyYQHFxMXYg64yVR5K8l4TPPmOlrUm0qslERETEHbZv3258cQQi4uIIGznSreOFjRpFRFwclpISLBYLO3bsYNWqVW4dU3qupqaG7du3s379egoLC7u83/nz5zl27JgHIwOTycTmzZtJSUmhrKwMa0UFZw8dYty0aS6ZsNPc2MiXublYKyoAGDFiBJmZmT1eqUJEPEt5AREREZHeUV5AOqO8gPICInJtK1as4JtvvuHFF18EIHdnJqc+yeKORU+RMn8hIaHhVz2mvqaK/L3b+fi9dVi+bs9dvPTSSyxfvpyysjKPxS8iIiKD1wcffMBXX31lbEyYAMOHezeg6GgjjpMnKS4uZv/+/cyfP9+7MQ0in3zyCffddx+VlZXtO5OTjSKZnr42/Pxg4kTj59Ilo5NDawHB3r17SUxMZM+ePcyaNavbh4yOjmbdunXtndN37YJx48Bs7llsfWG1GuO2ev3114mOjvbc+CICDPBiiGu15wn2NxEb5k9caACjwwIYGmgiwM9Ec4udy012zlc3U1LTTGm1jQabMbWguLiY4uJiTCYTdrudgguN3D6ykUkx7lkF6VoKLzZScKERUDWZiIiIuIfdbmf9+vWO7Zjx4z0ybsz48VhaV+pev349K1eu1AVlH2G323nnnXdYu3atYzJMByYTgcHBmPz9sdtsNDU0OFpBXmnHjh2sXr3aLX+3cXFxZGVlMXv2bKqqqrBWVHDqwAHGTJnSp4k71RcucO7oUcfKj+Hh4WRlZREXF+eq0EXExZQXEBEREek95QXkSsoLKC8gIt33wgsvMHLkSNasWYPVasXydTF7Xl7DvteeZdQtSdyQMJmgIcNorKvl66JjXPjiOLamRsfjzWYz69atY/ny5V58FiIiIjLYbN26tX1j5kzvBeJsxgw4eRKAd999V8UQHpKTk8MDDzxAXV2dsSM0FB580DWdF4YPh0ceMTo57NoFNTVUVlaSlpbG7t27SUtL6/ahHn30Ud5//32jc0VNDezYAUuWgAs7RHapuRm2b4faWgDuvfdeFi1a5P5xReQqA7YYorP2PCZgQnQgM+NCmBAdiN81EqypNwQD0GK3c6q8iYMl9Zwqb8KOkexts+vzWsZFRmAOvEarHxezNrWw6/Nax7aqyURERMQd8vLyHKv7maOiGBJ+9WpV7jAkPBxzVBTWigqOHz9Ofn4+qW2tE8VrSkpKWL58Ofv37++w3xwVRWRsLObISELCwvBzWpW8xWajvroaa2UllaWljlUTAdasWUNWVhabN292y6SB5ORkDhw4wNy5cykrK6O5vp4vDx8mIi6OmPHje/R6rquq4uLp047JOGCs/Jidnc2UKVNcHruIuIbyAiIiIiJ9o7yAOFNeQHkBEem5FStWcPfdd/PEE0+QnZ0NgK2pkdLP8ij9LK/Lx82ZM4cNGzYQHx/vqVBFREREADh8+LBxIzjY6MjgC2691YinoYHc3FxvRzMo/OlPf+pYCJGQAAsWuL7jwqRJRieHHTugqIi6ujoeeOABcnJyut0hwmQysWnTJpKSkowOFkVFRoHCwoXuLYhoK4T44gsAIiMj2bRpkxb0EPGSAVkM0Vl7nuRRQcy92cxws/81Hnk1P5OJiSOCmDgiiEtWG1lnrI6VFwFqGu3sOF7LkimhBPi5/42sucXO9mO11DYaEy9UTSYiIiLu4kh0AJGxsR4dOzI21nGB/PDhw5r04GUFBQWOyQNtujN5wM/fH3NkJObISKLj46+aPLB//35SUlLIysoiOTnZ5XEnJyeTn5/fYbKGpaQES0mJY7LGkIgIhoSHXzVZo66qijqLhcqSEqzObT+B9PR0t03WEBHXUF5AREREpO+UF5A2ygsoLyAivRcfH09WVhaFhYVs2rSJnJwcioqKOiy0YDKZSEhIIC0tjVWrVjHJFavtioiIiPTQxYsXKWkrAo+NBT/PLQJ1TX5+Rjxnz3Lu3DnKysoYMWKEt6MasEpLS7n//vvbCyESE41CCHcVFpjNRieH7dvhxAnq6uq47777KCwsZPTo0d06RGxsLHv27CEtLc2I+8QJ2LLFPQUcAFZrh0IIs9nMnj17uh2viLjegCuGuLI9T2iQiQcnDmNSTFCfjz3c7M8jSaHcPrKR9z+r4XKTsb/oUhPbj9WwcLJ7Jz4YEx5q+KLCGDgiIkLVZCIiIuI2R44ccdw2R0Z6dOwhERGdxiGel5+fz1133UVVVRUAASEhjJkyhbCRI3t8rCHh4YxNTSUyNpZzR4/SXF9PWVkZs2fP5sCBA26Z+BAXF8e+ffvYsmULTz/9NBaLBQBrRUX7ipQmE4HBwZj8/LC3tNDU0ABOFyPbRERE8Oqrr7JkyRJ9BhfxYcoLiIiIiLiG8gICygs4U15ARPoiMTGRN954A4Dq6mrOnDlDfX09ISEhjB8/ntDQUC9HKCIiIoNdXp5T5ypfK/5uLYYAI8709HQvBzQw2e12Vq5c2b7YWFtHCHd2WADj+AsXGgUMRUVUVlayYsUK9uzZ0+3v37NmzWL37t3t1wiLiuCVV+DBB40OFK5SWAi7dkGt0cHdbDaze/fubneyEBH38JHyPde4sj1PwvBA1s6McMmEB2eTYoL437MiGRPWvkrMibImtnxag7WpxaVjtbE2tfBOQQ0nypoc+9577z1Vk4mIiIjbFBQUGDdMJkLCwjw69pDwcGj9Upufn+/RsaVdSUkJ6enpjgkP5qgoJsye3asJD87CRo1iwuzZmKOiAKiqqmLu3LntK424mMlkYunSpXz11Vds2LCBxMTEjnew22mqr6fRaqWpvv6qCQ9JSUls2LCBr776iqVLl2rCg4gPU15ARERExHWUFxDlBQzKC4iIq4WFhZGcnMyMGTNITk5WIYSIiIj4hBMnTrRv+Nq1B6eOlYWFhV4MZGDbtm0be/fuNTZCQz1TCNEmIMAYb9gwAPbu3ct7773Xo0OkpaWRk5NDZNuiHjU18O678Otfw6VLfYuvvNw4ztatjkKIyMhIsrOzufvuu/t2bBHpswHTGeLK9jyJMUEsSBrmthUZzYF+ZHwrnI1HqiiusgHGSpCvHLS4bMXJNoUXG9n1eS21jR2Tr9OmTXPZGCIiIiJXKi8vByAwOBg/f//r3Nu1/Pz9CQwOpqm+nkt9/VIqvWK321m2bBllZWWAMeEhfsYM/F2U7AgICiJ+xgzOHjqEtaKCsrIyli9fzr59+9w2qSA0NJRVq1axcuVK8vPzOXz4MEeOHCE/P59Lly7R0NBAcHAww4cPJyUlhalTpzJ9+nRSUlI00UGkH1BeQERERMS1lBcY3JQXUF5AZDCprq7m9OnTjveB8ePHE+bhQkARERERb6ttneANwNCh3gukM07xXL582YuBDFzl5eWsXr26fceDD4LZ7NkgzGZj3K1bAVi9ejX33HMP0dHR3T7ErFmzOH78OCtXrmwv7CgogE8/hQkTYMYMuPVW8OvGOvItLXDyJBw6BKdOdVg8Yf78+WRmZmrRMhEfMSCKIa5sz5MwPNCtEx7aBPiZWDU1nPV/qeJctTHxoabRzrtHa0geFcTcm80MN/f+AkG51Ub2GSsFFxpdFbKIiIhItzU2Gp9BTB6e8NDG1Prls6GhwSvjD3bvvPMOWVlZAASEhDBu2jSXTXho4x8QwLhp0zh14ADN9fXs37+fLVu2sHTpUpeOcyWTyURqaiqpqaluHUdEPEd5ARERERHXU15gcFNeQEQGusLCQjZu3EhOTg5FRUVX/T4hIYG0tDRWrVp1dUcZERERkQGoLQ8AeK4bQHc5xaM8gXts3rzZ0RmS5GSYNMk7gSQmGuMXFGCxWHjrrbd47rnnenSI2NhY9uzZw7Zt21i9erXxvOx2o7Dh5EkIDja6jbT9DB1qvMaam+HyZSgtbf+54vUWERHB66+/zqJFi7RwgogP8bH/tXrHuT1PaJDJIxMe2gT4mViWEsa/flKJtal9f8GFRj690MiE4YHMGBPCrdGB+HXjza/FbudkeROHztVz6lIT9us+QkRERMQ9goKMFa3tNptXxre3tAAQHBzslfEHs5qaGtauXevYHjNlCgFBrlvh3FlAUBBjbr+dL3NzAXj66af5/ve/r9bwItIjyguIiIiIuJ7yAoOX8gIiMpCdOXOGjIwMsrOzr3m/oqIiioqKePPNN5kzZw4bNmwgPj7eQ1GKiIiIeF6Q8/e+5mbvBdIZp3iUJ3A9m83Gxo0bjQ2TCebO9W5Ac+YYnRzsdjZu3MgzzzyDfw8X6zCZTDz22GPMnz+ft956i40bN1JcXGz8sqEBzp41frpp7NixrFq1imXLlvWoU4WIeEa/L4a4sj3PgxOHYQ7sRgsbFzIH+vH920LZerSmw347cPJSEycvNRHsbyI21J/YsABiwwIYGmgiwM9Ec4udy012SqubjZ8aGw22jlMdIiIieOmll/jBD37gwWclIiIig110dDTnz5+nqaGBFpsNPw+uBNlis9HUWmE/fPhwj40rhu3bt2OxWACIiIsjbORIt44XNmoUEXFxWEpKsFgs7Nixg1WrVrl1TBEZOJQXEBEREXEP5QUGL+UFRGSgyszMZM2aNVitVsc+/8AgbkiYzKhbkgg2h9JgreHCF8f5uugYtiZjdeTs7GySkpJYt24dy5cv91b4IiIiIm41bNiw9o3Ll70XSGec4hk6dKgXAxmYPvjgA7766itjY8IE8HYuJjraiOPkSYqLi9m/fz/z58/v5aGiee6553jmmWf44IMP2Lp1K7m5uZw7d+66jx0zZgzTpk1j8eLFpKen97ggQ0Q8p98XQzi350keFcSkGPesTHM9iTFBJI8KouCCkRCZO3cuJ1vfjAEabHbOWpo5a+l+1aRzNZndbtekBxEREfGo5ORkjh07BnY79dXVmCMjPTZ2XVubQiAlJcVj4wrY7XbWr1/v2I4ZP94j48aMH4+lpASA9evXs3LlSrWVFJFuUV5ARERExD2UFxiclBcQkYHqpZde4sUXX3RsR9wwljsWrSFl/gJCQsOvun99TRX5e3fw8XuvYfm6GKvVyooVK/jmm2/48Y9/7MnQRURERDxi0qRJ7Rvnz0NqqveCuVJpqeNmYmKiFwMZmLZu3dq+MXOm9wJxNmMGnDwJwLvvvtvrYog2/v7+3Hvvvdx7770AXLx4kfz8fAoLC7l8+TINDQ0EBwczdOhQEhMTSU1NZcSIEX1+GiLiGf26GMK5PY8JmHuz2avxzLnZzKcXGo2VH0+epKioiOzsbJdUk5WVlbk5ehEREZGOpk6d6vjSa62s9Oykh9bVB9viEM/Jy8ujsLAQAHNUFEPCr74Q6A5DwsMxR0Vhrajg+PHj5Ofnk+pLCTYR8UnKC4iIiIi4j/ICg5PyAiIyEGVmZnYohJj20ArmPfVzgs3DunxMSGg4Mx/OIPX+R/lg3XPk7swE4IUXXiAmJoYVK1a4PW4RERERT+rwHay1WN1nOBVD6Lui6x0+fNi4ERxsdGTwBbfeasTT0EBubq7LDx8TE0N6ejrp6ekuP7aIeF6/LoZwbs8zITqQ4WbvtqGJNvszYXggJy81UVxcTE5OjqrJREREpN+aPn2643ZlaSnR8fEeG7vSKZnhHIe4nyPRAUTGxnp07MjYWKwVFY44lMgSketRXkBERETEfZQXGJyUFxCRgebMmTOsWbPGsX3PP73MHQuf6vbjg83D+N7zv2L4mJvZ99qzAKxZs4a7776beA/+3ygiIiLibjExMcTFxVFSUmIUH7S0gJ+ft8My4mjNE4wZM0bXUVzs4sWLxt85QGysb/ydgxFHbCycPcu5c+coKyvT372IdKlfF0M4t+eZGRfixUjazRgTwslLTcDV7XlUTSYiIiL9SWpqKomJiRQWFmKtqKCuqsojqwHWVVU5LnwnJSWRkpLi9jGl3ZEjRxy3PbnqJ8CQiIhO4xAR6YryAiIiIiLuo7zA4KS8gIgMNBkZGVitVsDoCNGTQghndyxaw6VzZ8jdmYnVauWJJ54gKyvLhZGKiIiIeN/06dPZuXMnNDTAqVMwcaK3Q4KTJ414gGnTpnk5mIEnLy+vfSMuznuBdKa1GAKMOHV9TUS64iNlXL3TtjpNsL+JCdGBXo7GcGt0IMH+JgC3tOcRERER8RSTyURGRoZj++Lp0x4Z13mcjIwMTCaTR8YVQ0FBgXHDZCIkLMyjYw8JD4fWv+/8/HyPji0i/ZPyAiIiIiLuo7zA4KS8gIgMJMePHyc7OxuAiBvGMu+pn/fpePOe+jkRN4wFIDs7m8LCwj7HKCIiIuJLHnvssfaNgwe9F4izQ4ccNxcvXuy9OAaoEydOtG+MHu29QDrj1LFSn71F5Fr6bTGEc3ue2DB//HwkGe5nMhEb6g/gaM8jIiIi0l8tXLiQiNZV+SwlJVRfuODW8aovXMDS+hkvIiKCBQsWuHU8uVp5eTkAgcHB+Pn7e3RsP39/AoODAbh06ZJHxxaR/kd5ARERERH3U15g8FFeQEQGkk2bNjlu37FoDcHmYX06XrB5GHcseqrT44uIiIgMBPPmzWPsWKP4k1OnwNvfzcrLjTiAsWPHqjOAG9TW1rZvDB3qvUA64xTP5cuXvRiIiPi6flsM4dyeJy40wIuRXC02rD2eDm2ERERERPqZ0NBQXnnlFcf2uaNHaW5sdMtYzY2NnDt61LH96quvEhoa6paxpGuNrX+/Jg9PeGhj8jO+ojS0tjoVEemK8gIiIiIi7qe8wOCjvICIDCQ5OTkA+AcGkTLfNQV2KfMX4h8Y1OH4IiIiIgOFv78/K1euNDbsdsjK8m5A2dlGHMCqVavw99J31YGs0TnPE+Bb19uc41GeQESupd8WQzi35xkd5ltvws6THtSeR0RERPq7pUuXOlZYaK6v58vcXGzNzS4dw9bczJe5uTTX1wPGihNLlixx6RjSPUFBxoU8u83mlfHtLS0ABLeuBCki0hXlBUREREQ8Q3mBwUV5AREZKKqrqykqKgLghoTJhISGu+S4IaHhjLolCYCioiJqampcclwRERERX7F8+XJHl0gKCsDpeoxHFRYa42N0j1y2bJl34hjg2vIAALg439NnTvEoTyAi19JviyGc2/MMDTR5MZKrOcej9jwiIiLS35lMJjZv3syIESMAsFZUcPbQIZetBNnc2MjZQ4ewVlQAMGLECDIzMzGZfOsz3mARHR0NQFNDAy0envjQYrPR1Lqiw/Dhwz06toj0P8oLiIiIiHiG8gKDi/ICIjJQnD592nG7rXjBVW5ImAyA3W7vMI6IiIjIQBAdHc26devad+zaBVarZ4OwWo1xW73++uuO76viWsOGDWvf8LVrWk7xDB061IuBiIiv67fFEM7teQL8fCsh7hyP2vOIiIjIQBAXF0dWVhbh4cbqWdaKCk4dOED1N9/06bjVFy5w6sABx4SH8PBwsrKyiIuL63PM0jvJycnGDbud+upqj45dV1XlaHOakpLi0bFFpP9RXkBERETEc5QXGDyUFxCRgcL5+3iwOdSlxw4a0j5hrL61q5GIiIjIQPLoo48yf/58Y6OmBnbs8FzXgOZm2L4dWhfFuvfee1m0aJFnxh6EJk2a1L5x/rz3AulMaanjZmJiohcDERFf12+LIZzb8zS32L0YydWc41F7HhERERkokpOTOXDggGMlyOb6er48fJjivDzjYnUP1FVVUZyXx5e5uTS3XiwaMWIEH374YftFd/GKqVOnOm5bKys9OnadxdJpHCIinVFeQERERMSzlBcYHJQXEJGBwvn7eIO1xqXHbqxr71YZEhLi0mOLiIiI+AKTycSmTZuIjIw0dhQVGQUK7i6IaCuE+OILACIjI9m0aZO6R7pRampq+0ZJifcC6YxTMUSHOEVErtBviyGc2/NcbvKtSQ/O8ag9j4iIiAwkycnJ5Ofnk56e7thnKSmh6MMP+eLjjyk/e5bLFRW02GwdHtdis3G5ooLys2f54qOPKPrwQyxOX6TT09PJz89nypQpnnoq0oXp06c7blc6JRc8wXk85zhERDqjvICIiIiI5ykvMPApLyAiA8X48eMdty98cdylx/666BhgTBJ0HkdERERkIImNjWXPnj0MGTLE2HHiBGzZAlarewa0WuGdd4xxWmVkZHDDDTe4ZzwBICYmpr1DZ2kptLR4N6A2LS2OYogxY8Y4FucQEelMgLcD6C3n9jznq5tJvcF3VlosrW6vgFR7HhERERlo4uLi2LdvH1u2bOHpp5/G0rpqn7WiAmtFhXEnk4nA4GBMfn7YW1poamgA+9UTVf39/Zk2bRr33HMPFy5cIDY2Vqs6eFlqaiqJiYkUFhZiraigrqqKIeHhbh+3rqrK8fpJSkoiJSXF7WOKSP+mvICIiIiId7gyLxAUFMRDDz3EU089RWxsrAefhXRFeQERGSjCwsJISEigqKiIr4uOUV9TRUho39/P6muqHMUVCQkJhIaG9vmYIiIiIr5q1qxZ7N69mwceeIC6ujqjQ8Qrr8CDD4LTdZo+KyyEXbugtrbD7v/7f/8vn376KZmZmYwePdp140kH06dPZ+fOndDQAKdOwcSJ3g4JTp404gGmTZvm5WBExNf1284Qzm1vSmrc3H6ph5wnPag9j4iIiAxEJpOJpUuX8tVXX7Fhw4arJ3ra7TTV19NotdJUX9/phAcAm83GwYMH+eEPf8i3vvUtJk+ezIYNG6ipcW3bcuk+k8lERkaGY/vi6dMeGdd5nIyMDBXFiMh1KS8gIiIi4j2uygs0Njby61//mm9/+9vKCfgI5QVEZCBJS0sDwNbUSP7eHS45Zv7e7diaGjscX0RERGQgS0tLIycnh8jISGNHTQ28+y78+tdw6VLfDl5ebhxn69b2QoiQELjlFsdd9u7dS2JiIp988knfxpIuPfbYY+0bBw96LxBnhw45bi5evNh7cYhIv9BviyGc2/OUVtto6SKR7mktdjulNUb7Z7XnERERkYEuNDSUVatWcezYMY4cOcIbb7zBzJkz8fPr+mNmQFAQgWYzgSEhcMWF7cLCQjIyMrjxxht5++23sfvIZ7zBZuHChURERABgKSmh+sIFt45XfeEClpISACIiIliwYIFbxxORgUF5ARERERHvc84L/OUvf+GRRx4hKCioy/v7BQQQEBJCQHCwcgI+THkBERkoVq1a5bj98Xuv0WCtvca9r6/BWsvH763r9PgiIiIiA9msWbM4fvw48+fPb99ZUAD/+q/w9tvw2WfQ0tK9g7W0GPd/+214+WXjOG0mToS1a2HFCli8GFq7cFVWVjqKMsT15s2bx9ixY42NU6f6XuTSV+XlRhzA2LFjSU9P9248IuLzArwdQF+0tedpsNk5Vd7ExBFdJ9g95WR5Ew02I0Gv9jwiIiIyWJhMJkaOHMnevXs5eMVKAeaoKCJjYzFHRhISFoafv7/jdy02G/XV1VgrK6ksLcVaUQGAxWJh2bJl7Ny5k82bNzsmu4pnhIaG8sorr7Bs2TIAzh09yoSoKAKuMaGlt5obGzl39Khj+9VXX1VreRHpNuUFRERERHxDaWkpL7zwAvv37++wXzmB/kl5AREZKBITE5kzZw7Z2dlYvi7mg3XP8b3nf9Xr432w7jksXxcDMGfOHCZNmuSqUEVERER8XmxsLHv27OHHP/4xP/3pT42ddjucPGn8BAdDbGz7z9ChEBAAzc1w+TKUlrb/NDR0PPiQIXD//ZCa2r54wqRJMG4c7NgBRUXU1dXxwAMPkJOTw6xZszz75Ac4f39/Vq5cyfPPP2/8nWZlwSOPeC+g7GxHl9FVq1bh75RPEhHpTL/tDAEd2/McLKn3YiTtDp1rj0PteURERGSwKCgoICUlpcOkh4i4OBLuvJNb7riD6Ph4zJGRHSY9APj5+2OOjCQ6Pp5b7riDhDvvJMJpksP+/ftJSUmhwHk1CPGIpUuXOlZYaK6v58vcXGzNzS4dw9bczJe5uTTXG5+h582bx5IlS1w6hogMbMoLiIiIiHifcgIDk/ICIjJQbNiwAbPZDEDuzkw+fu+1Xh3n4/deI3dnJgBms5kNGza4LEYRERGR/uL8+fMdPwcFBrbfbmiAs2fh44/hP/7D6PywaZPx53/8h7H/7NmOhRCRkTBvHjz7LEydelUXScxmWLLEKIwA6urquO+++zh//rwbn+XgtHz5ckeXSAoK4MQJ7wRSWOjoFhIREeFYqEFE5Fr6dTGEc3ueU+VNXLLavBpPudXGqUtNgNrziIiIyOCRn5/P7NmzKSsrAyAgJIRx06czNjWVIeHhPTrWkPBwxqamMm7aNAJCQgAoKytj9uzZmvzgYSaTic2bNzNixAgArBUVnD10iObGRpccv7mxkbOHDjlW/hwxYgSZmZmYrkxwiYhcg/ICIiIiIt6lnMDApbyAiAwU8fHxvPZaewHEvtee5T9/+iQN1tpuPb7BWst//vRJ9r32rGPfunXriI+Pd3msIiIiIr7MbrezcuVKKisrjR0JCfD//X9GscLkydA2kf56IiKM+y9dCs89B3fdZXSR6EpAACxcaIwHVFZWsmLFCuytnQPENaKjo1m3bl37jl27wGrt/QFra42OIR9+aHR6+OAD488PPzT213byedxqNcZt9frrrxMdHd37GERk0AjwdgB94dyexw5knbHySJL3Wudmn7HS9l+s2vOIiIjIYFBSUkJ6ejpVVVUAmKOijEkLQUF9Om7YqFFMiIriy9xcrBUVVFVVMXfuXPLz84lzWiVS3CsuLo6srCxmz55NVVUV1ooKTh04wJgpUwgbObLXx62+cIFzR486Vn4MDw8nKytLf7ci0mPKC4iIiIh4j3ICA5/yAiIyUKxYsYJvvvmGF198ETA6RJz6JIs7Fj1FyvyFhIReXcBXX1NF/t7tfPzeOixfFzv2v/TSSyxfvtxjsYuIiIj4im3btrF3715jIzQUFiyAoCC47TbjB4wJ7iUlcOECNDaCzQb+/sb9Ro2CuDgYNqzngwcEGOP94hdQW8vevXt57733ePTRR133BIVHH32U999/3/h7rqmBHTuMYpeAbkwzbmkxihzy8qC4GFrzRdcUHg5jx0JqKowfD9u3O4ok7r33XhYtWtTHZyQig0W/LoYAoz3Pyy+/jMVioeBCI7ePbGRSTN8S7b1ReLGRggvGajhqzyMiIiKDgd1uZ9myZY7VH81RUcTPmIF/d74Id0NAUBDxM2Y4VgksKytj+fLl7Nu3T6sEelBycjIHDhxg7ty5lJWV0Vxfz5eHDxMRF0fM+PE9WumzrqqKi6dPYykpcewbMWIE2dnZTJkyxQ3Ri8hgoLyAiIiIiOcpJzB4KC8gIgPFCy+8wMiRI1mzZg1WqxXL18XseXkN+157llG3JHFDwmSChgyjsa6Wr4uOceGL49ia2rvhmM1m1q1bp0IIERERGZTKy8tZvXp1+44HHwSz+eo7DhsGt95q/Lia2WyMu3UrAKtXr+aee+5R5wAXMplMbNq0iaSkJKMDSFGRUaCwcGHXBRGXL0NuLhw+DG1dQ7qrqgqOHTN+AgOhyei+HhkZyaZNm5QDEpFu6/fFEG3teRYvXgzArs9rGRcZgTnQz2MxWJta2PV5e9seT7XnKS8vd/sYA11n51Dn1TV0bt1D59U9dF7dR+fWPXzlvO7YsYOsrCwAAkJCGDdtmssmPbTxDwhg3LRpnDpwgOb6evbv388vf/lLHnnkEZeOA75zXn1RXFwcOTk5/NM//RP//d//DYClpARLSQnmqCgiY2MZEhHBkPBw/JxWQW+x2airqqLOYqGypATrFcmPu+66i3/7t39j9OjRjgk00n16zbqHzmH/o7yA9IXeS91D59V9dG7dQ+fVfXRu3cMXzutAywmAb5xXX6W8gG/Sa9Y9dA4HthUrVnD33XfzxBNPkJ2dDYCtqZHSz/Io/Syvy8fNmTOHDRs2EB8f76lQu0Wv177Te6l76Ly6j86te+i8uofOq/t449y+/vrrjs6QJCfDpEluHa9LiYnG+AUFWCwWXn/9dX74wx+65NB6zRqCgoLYtm0bf/d3f0ddXR2cOAFbthidOZwLYOx2owvE7t3Q2vnRITgYYmONTiCjR8PQoUYxRXOzUTxx/rzRQaS0FBoajMe0FkIAPPbYYwQEBChXcB16zbqHzmH/ZLLb7XZvB9FXdrud++67z9GGKWF4IEumhBLg5/7KsOYWO+8U1PBFhfFmfO+99/L//t//c3lVWllZGTExMS49poiIiIirjJs+nbCRI912/OoLF/gyN9dtxxcXMZkICDJWY2+x2WhpbvZyQCKucfHiRUaMGOHtMOQalBcQERER8R7lBMRBeQEZoJQXGJgKCwvZtGkTOTk5FBUV4TxtwmQykZCQQFpaGqtWrWKStyb7OVFeQERERHyCyQTPPgvDh3svhvJyePllYzK+eE5oqNGZY9Iko6PDrl3w+eftvzeZYMIEmDnT+NOvG4uWtbTAqVNw8KDxp/5OxUcpL+D7BkQxBEBpaWl7ex5g0ohAFk5278SH5hY724/VcKKsvT1PYWEho0ePdvlYSm6IiIiIr4qIi2NsaqrbxynOy8NSUuL2cURErqTkRv+gvICIiIiI5yknICKDgfICA191dTVnzpyhvr6ekJAQxo8fT2hoqLfD6kB5AREREfEJt94Kjz/u7Sjg7bfh5ElvRzE43XILnDvXsRtEcjLMndu3IplLlyArCwoK+h6jiIspL+D7ulF+1T/ExsayZ88ehgwZAsCJsia2fFqDtanFLeNZm1p4p6B9woPZbGbPnj1umfAgIiIi4stixo8fUOOIi5lMBIaEEDR0KIEhIcaKECIibqC8gIiIiIjnKScg16W8gIj0A2FhYSQnJzNjxgySk5N9rhBCRERExGfMnOntCAwzZng7gsHriy/aCyFCQ2HxYnjkkb53Cxk+3DjO4sXGcUVEeiDA2wG40qxZs9i9ezcPPPAAdXV1FF1q4pWDFh6cOIxJMUEuG6fwYiO7Pq+lttFoqmE2m9m9ezezZs1y2RgiIiIi/YE5Kooh4eEeGWtIeDjmqCisFRUeGU96zxwVRWRsLObISELCwvDz93f8rsVmo766GmtlJZWlpfr7FBGXUl5ARERExHOUE5CuKC8gIiIiIiIyAAUHw4QJ3o7CcOutRjwNDd6OZPBKSIAFC8Bsdu1xJ02CceNgxw4oKnLtsUVkwBpQxRAAaWlp5OTkcN9991FZWUlNo513j9aQPCqIuTebGW72v/5BulButZF9xkrBhUbHvsjISPbs2eOVCQ+fffYZ0dHRHh93ICkvL+e2227rsE/n1TV0bt1D59U9dF7dR+fWPbx9Xt9++21+9KMfARAZG+uRMdtExsY6LpL/7Gc/43EXtuD09nntb44fP87f//3fU15e7tgXERdHzPjx15wM4+fvjzkyEnNkJNHx8dRVVXHx9GksJSWO+0RHR/Ob3/yGpKQktz6H/k6vWffo7LxK/6K8gPSE3kvdQ+fVfXRu3UPn1X10bt3Dm+d1oOYEQK/XnlJewPv0mnUP5QWkP9G/+b7Te6l76Ly6j86te+i8uofOq/t48tyWlZUxadIkYyM2Fvz8XD5Gr/j5GfGcPQu45vnrNdu1r7/+mr/5m7/BYrEYOxITjUKIADdNPzabYckS2L4dTpwAICIigo8++ohRo0a5Z8x+SK9Z91BeoH8acMUQYKwEefz4cVauXMnevXsBKLjQyKcXGpkwPJAZY0K4NToQv2604m2x2zlZ3sShc/WcutSE3el38+fPJzMzk9GjR7vpmVxbdHQ0I0aM8MrYA5nOq/vo3LqHzqt76Ly6j86te3jyvJ48edJx2xwZ6ZEx2wyJiHDcPnXqlNufs16vncvPz+d//a//RVVVFQABISGMmTKFsJEje3ysIeHhjE1NJTI2lnNHj9JcX095eTn/63/9Lw4cOEBycrKrwx/Q9JoVMSgvIH2h8+oeOq/uo3PrHjqv7qNz6x6eOq+DKScAer12RXkB36XXrMjgon/z7qHz6h46r+6jc+seOq/uofPqPu46t0eOHGnfiItz+fH7xKkYori4mIkTJ7p8CL1mwW63s2TJkvZCiLaOEO4qhGgTEAALF8KWLVBUhMVi4Uc/+hF79uzB1I3re4OVXrMyWA3IYgiA2NhY9uzZw7Zt21i9ejVVVVXYgZOXmjh5qYlgfxOxof7EhgUQGxbA0EATAX4mmlvsXG6yU1rdbPzU2Giw2TscOyIigtdff51FixbpjVVEpBN2u528vDwOHz7MkSNHKCgooLy8nMbGRoKCgoiOjiY5OZmpU6cyffp0UlNT9X4q0o8UFBQYN0wmQsLCPDr2kPBwMJnAbic/P9+jY4uhpKSE9PR0x4QHc1QU46ZNIyAoqE/HDRs1iglRUXyZm4u1ooKqqirmzp1Lfn4+cb6WWBORfkF5ARER71FeQGTgUk5AlBcQEREREREZPE60rsoPgJcWhuqSU8fKwsJC0tPTvRjMwLVt2zbHwmOEhnqmEKJNQIAx3i9+AbW17N27l/fee49HH33UM+OLSL8xYIshAEwmE4899hjz58/nrbfeYuPGjRQXFwPQYLNz1tLMWUtzt483duxYVq1axbJly9RKRkSkEzU1NWzfvp3169dTWFjY5f3Onz/PsWPH2Lp1KwCJiYlkZGSwcOFCQkNDPRWuiPRSeXk5AIHBwfj5+3t0bD9/fwKDg2mqr+fSpUseHVuMSW3Lli2jrKwMMCY8xM+Ygb+Lkh0BQUHEz5jB2UOHsFZUUFZWxvLly9m3b58mx4lIrygvICLiWcoLiAx8ygkMbsoLiIiIiIiIDC61tbXtG0OHei+QzjjFc/nyZS8GMnCVl5ezevXq9h0PPghms2eDMJuNcVtzyatXr+aee+7RdToR6cDP2wF4QnR0NM899xxnzpxhz549PPTQQ4wZM6Zbjx0zZgwPPfQQf/jDHzhz5gzPPfec3khFRK5gt9t5++23ufHGG8nIyLh6woPJRGBICEFDhxIYEmKs4OaksLCQjIwMbrzxRt5++23s9o4r74qIb2lsbATA5OFJD21MfsZH2IaGBq+MP5i98847ZGVlARAQEsK4adNcNuGhjX9AgLGiZEgIAPv372fLli0uHUNEBh/lBURE3Et5AZHBQzmBwU15ARERERERkcGlLQ8AeK4bQHc5xaM8gXts3rzZ0RmS5GSYNMk7gSQmGuMDFouFt956yztxiIjP8rH/odzL39+fe++9l3vvvReAixcvkp+fT2FhIZcvX6ahoYHg4GCGDh1KYmIiqampjBgxwstRi4j4tpKSEpYvX87+/fs77DdHRREZG4s5MpKQsLAOK8W12GzUV1djrayksrQUa0UFYHxgXbZsGTt37mTz5s1qfy7io4KCggCw22xeGd/e0gJAcHCwV8YfrGpqali7dq1je8yUKQS0vhZcLSAoiDG3386XubkAPP3003z/+9/XKsEi0mfKC4iIuJ7yAiKDi3ICg5fyAiIiIiIiIoNPkPP3vubud9r2CKd4lCdwPZvNxsaNG40NkwnmzvVuQHPmwKefgt3Oxo0beeaZZ/D30mIdIuJ7BkVniK7ExMSQkpLCpEmTGDp0KEFBQTQ0NFBbW0thYSFHjhzh4sWL3g5TRMRnFRQUkJKS0mHCQ0RcHAl33sktd9xBdHw85sjIDhMewGhpb46MJDo+nlvuuIOEO+8kwmmCw/79+0lJSaGgoMBjz0VEuq9tNeymhgZaPDz5ocVmo6l1VYfhw4d7dOzBbvv27VgsFsB4rw8bOdKt44WNGuX4v8FisbBjxw63jicig5PyAiIifaO8gMjgo5zA4KW8gIiIiIj0RnV1Nfn5+Rw6dIj8/Hyqq6u9HZKI9MCwYcPaNy5f9l4gnXGKZ+jQoV4MZGD64IMP+Oqrr4yNCRPA27mY6GgjDqC4uPiqxXlEZHAbVJ0hwKhY27dvH9u2bePw4cOUlJRc9zFxcXFMnz6dxx57jHnz5qmiTEQEyM/P56677nK0QwsICWHMlCm9ugg2JDycsampRMbGcu7oUZrr6ykrK2P27NkcOHCA5NZWZyIDld1uJy8vj8OHD3PkyBEKCgooLy+nsbGRoKAgoqOjSU5OZurUqUyfPp0bb7zRq/EmJydz7NgxsNupr67GHBnpsbHrqqrAbgcgJSXFY+MOdna7nfXr1zu2Y8aP98i4MePHY2n9vL5+/XpWrlyJyWTyyNgiMnApLyAi4hrKC4i4Rk9zAqmpqV6NVzmBwUl5ARERERHpicLCQjZu3EhOTg5FRUVX/T4hIYG0tDRWrVpFYmKiFyIUke6aNGlS+8b58+DlvEQHpaWOm3ovcb2tW7e2b8yc6b1AnM2YASdPAvDuu+8yf/58LwckIr5i0BRDlJeXs3nzZjZt2kRxcXGPHltSUsLOnTvZuXMnY8eOZeXKlSxfvtyxApKIyGBTUlJCenq6Y8KDOSqKcdOm9bktetioUUyIiuLL3FysFRVUVVUxd+5c8vPziXNaIVJkoKipqWH79u2sX7+ewsLCLu93/vx5jh075viyOXHiRE+F2KmpU6c6YrFWVnp24kPrCoRtcYhn5OXlOV6j5qgohoSHe2TcIeHhmKOisFZUcPz4cfLz870+8UdE+i/lBUREXEd5AZG+621OIDExkUWLFnkqzKsoJzA4KS8gIiIiIt1x5swZMjIyyM7Ovub9ioqKKCoq4s0332TOnDls2LCB+Ph4D0UpIj3R4TtYNxaX8iinYgh9V3S9w4cPGzeCgx0dGbzu1luNeBoayM3N9XY0IuJD/LwdgLvZ7Xa2bt3K+PHjef755ztMeAj2NxEfGcB3bgzh4cRhPJ4cysrUMB5PDuXhxGF858YQ4iMDCPZvX2WmuLiY559/nltuuYWtW7dib12FSERksLDb7SxbtoyysjLAuPgVP2NGnyc8tAkICiJ+xgzMUVEAlJWVsXz5cr3fyoBit9t5++23ufHGG8nIyLh60oPJRGBICEFDhxIYEgJXrHj3+eefezDaq02fPt1xu9IpweAJzuM5xyHu5Uh0AJGxsR4d23k85zhERLpLeQEREddSXkCkb/qaEygsLOTZZ5/1YMQdKScwOCkvICIiIiLXk5mZyeTJkzsUQvgHBhE3aSpTv7eEWY/8kKnfW0LcpKn4B7bnELKzs0lKSmLz5s3eCFtEriMmJqZ9kZLSUmhp8W5AbVpaHMUQY8aMYcSIEV4OaGC5ePFie2f12Fjw85Fpxn5+RjzAuXPnHDlqEZEB3RmitLSUlStXsnfvXsc+EzAhOpCZcSFMiA7E7xrtdFNvCAagxW7nVHkTB0vqOVXehB2wWCwsXryY999/n8zMTEaPHu3mZyMi4hveeecdsrKyAAgICWHctGn4B7j2vxP/gADGTZvGqQMHaK6vZ//+/WzZsoWlS5e6dBwRbygpKWH58uXs37+/w35zVBSRsbGYIyMJCQvDz9/f8bsWm4366mqslZVUlpZirai46rjnz5/32Bf81NRUEhMTKSwsxFpRQV1VlUdWBKyrqnI896SkJFJSUtw+phiOHDniuO3JVT8BhkREdBqHiEh3KC8gIuJ6yguI9J67cgKepJzA4KS8gIiIiIhcy0svvcSLL77o2I64YSx3LFpDyvwFhIRe/X2hvqaK/L07+Pi917B8XYzVamXFihV88803/PjHP/Zk6CLSDdOnT2fnzp3Q0ACnTsHEid4OCU6eNOIBpk2b5uVgBp68vLz2DV/r2BsbC2fPAkac6enpXg5IRHyBj5Rsud4nn3xCUlJShwkPyaOCeHZWBI8nhzFxRNA1Jzw48zOZmDgiiMeTw3h2VgTJo9orlPfu3UtiYiKffPKJy5+DiIivqampYe3atY7tMVOmuGzlxysFBAUx5vbbHdtPP/00NTU1bhlLxFMKCgpISUnpMOkhIi6OhDvv5JY77iA6Ph5zZGSHSQ8Afv7+mCMjiY6P55Y77iDhzjuJuOIL5913301BQYFHnofJZCIjI8OxffH0aY+M6zxORkYGpm5+lpO+c7y2TCZCwsI8OvaQ8HDHSqj5+fkeHVtE+jflBUREXE95AZHec2dOAOD48eNufw6gnMBgpbyAiIiIiHQlMzOzQyHEtIdW8NT7Bcx8OKPTQgiAkNBwZj6cwVPvFzDtoRWO/S+88AKZmZluj1nEl1VXV5Ofn8+hQ4fIz8+nurra2yHx2GOPtW8cPOi9QJwdOuS4uXjxYu/FMUCdOHGifcPXFgNz6iB5VcdVERm0BmQxRE5ODmlpaVRWVgIQGmRi8e2hPJIUynCz/3UefW3Dzf48khTK4ttDCQ0ykq+VlZWkpaWRk5PT59hFRHzZ9u3bsVgsgHGxNmzkSLeOFzZqlOPirsViYceOHW4dT8Sd8vPzmT17tqNNX0BICOOmT2dsamqPV1AcEh7O2NRUxk2bRkBICADl5eXMnj3bYwURCxcuJKJ1ZT5LSQnVFy64dbzqCxewtLZhjIiIYMGCBW4dTzoqLy8HIDA4+KqJOe7m5+9PYLCxMvulS5c8OraI9F/KC4iIuIfyAiK94+6cAMDf/u3fKicgbqO8gIiIiIh05syZM6xZs8axfc8/vcz3nv8VweZh3Xp8sHkY33v+V9yz5l8d+9asWcPZ1hW/5f/P3r3HRXXe++L/DAMzODJcFBAEyy4SSAJjhHFvbz/TpFVA0SR9Jdk7jXejQKjdSmMajyfxnMbsJLXmSE40KCYxXtKdvYNtcygqmFQb64VWxiBoIoIWBUVAGC4OM8MM8/tjYAECymXNDT7v14uXay3Wep7vjDDMfNfzfB8aLUpKSrB27VpERUXBx8cHarUas2bNglqtho+PD6KiorB27VqHDfyeP38+wsLCrDuXLwOO/mxWV2eNA0BYWBhXBrCBlpaWrp2xYx0XSF+6xXP37l0HBkJEzmTETYb461//iqeffhqtra0AgMjxHtgwyxfRgeJWKIsOlGHDLF9EjvcAALS2tuLpp59mJUgiGrEsFgs+/PBDYT8wIsIu/Xbv58MPP4TFYrFLv0RiqqysRGJiIhobGwEAinHjEPXkk8MeOOQdFISoJ5+EYtw4AEBjYyMSEhJQ2TFAwJaUSiW2bdsm7N8oKoLJaLRJXyajETeKioT99957D0ql0iZ9Ud+MHf+3EjsPeOgkcbN+bDF0LHVKRHQ/zAsQEdkG8wJEQ2OvnEBTUxNzAmQzzAsQERERUV/S0tKg0+kAWFeEmLNk/ZDambM0XVghQqfT4eWXXxYrRCKnVl5ejoSEBKhUKuzcuROlpaV9nldaWoqdO3dCpVIhISEB//jHP+wap1QqRUpKinXHYgHy8uzafy/5+dY4AKSmpkLqoM+qI5mxe57H3d1xgfSlWzzMExBRpxE1GaKqqgpPPfWUMOAhJlCGlVOVUHjY5mEqPNywcqoS0QFdAx8WLVqEmzdv2qQ/IiJHKiwsFGaZK8aNG3TVuqEa4+Mj3NQtLi7mUujkciwWC1avXi1Uf1SMG4fwmTPhLhNnQKa7TIbwmTOF35Pa2lqsWbPGLgOEVq1aJVRZMOn1uFZQALPJJGofZpMJ1woKYNLrAVirTqxcuVLUPujBZB0/rxaz2SH9W9rbAQDyjkqQRET9YV6AiMh2mBcgGjzmBIaHOQHnwbwAEY0GTU1N0Gg0OHPmDDQaDZqamhwdEhGRUysuLkZ+fj4AwDc4DPPXvzus9uavfxe+wdbK8/n5+Q6rgE9kL1lZWZgyZYrwewQAUg8ZQqOnYdozKzH7xX/HtGdWIjR6GqQeXXmE/Px8PPHEE3aPd82aNcIqkTh/Hrh40e4xAABKSqz9w7p65OrVqx0Txwgn6567EjnfM2zd4mGegIg6jZjJEBaLBSkpKWhoaABgrfy4WOUFdzeJTft1d5NgyRSlUAmyoaEBycnJrFBGRCPO2bNnhW2/kBC79t29v+5xELmCTz75BHkdlRHcPT3xw+nTIRV55rzU3R0/nD4d7p6eAICjR49i7969ovbRF4lEgj179iAgIAAAoKuvx9UzZ0SrBmkyGnH1zBno6usBAAEBAcjKyoJEYtv3d9Sbv78/AKDNYEC7nQc+tJvNaOuo6DB+/Hi79k1EroV5ASIi22JegGjwmBMYOuYEnAvzAkQ0UpWUlGDt2rWIioqCj48P1Go1Zs2aBbVaDR8fH0RFRWHt2rUckEtE1Ifdu3cL23OWpkOu8BpWe3KFF+YsXd9n+0QjzZYtW5CSkiKsrOIbHIZFv8rA619V4ecHTuPZzbuxcMM2PLt5N35+4DRe/6oKi36VIUwY6rzOnvz9/ZGRkdF14NAhwN5x6HTWfju8//77wudVEpeXV7fX9Lt3HRdIX7rFM3bsWAcGQkTOZMRMhti/fz9yc3MBAEqZxC4DHjq5u1n785JZ+8vNzcWBAwfs0jcRkb2cO3dO2Fb4+dm17zGds8vviYPI2TU3N2PDhg3C/qSpU0Wr/ngvd5kMkx57TNh/5ZVX0NzcbJO+ugsNDUVeXh58OqrC6urrcfn4cTTdvj2sdpuqq3H5+HFh0IOPjw/y8vIQGho67Jhp8GJjY60bFgv0dq6I1trYKCxzGhcXZ9e+ici1MC9ARGRbzAsQDQ5zAkPHnIDzYV6AiEaa8vJyJCQkQKVSYefOnSgtLe3zvNLSUuzcuRMqlQoJCQm4evWqnSMlInJex44dA2CtZB+XtFiUNuOSlggV8DvbJxppsrKysHnzZmF/+nPJWP/Fecx6IQ2eyr5XYvVU+mDWC2lY/8V5TH8u2V6h9rJs2TIkJSVZd5qbgc8+s9+qASYTcPAg0NICAFi4cCGWLl1qn75Hoejo6K4dZ1sNvapK2IyJiXFgIETkTEbEZIi6ujqsW7dO2H/2ES8oPOz70BQebnj2ka4ZcevWrUNdXZ1dYyAisqXzHcvMQSKBp7e3Xfse4+MDdFR902g0du2baDgOHjwIrVYLAPANDYX3hAk27c87KAi+HQMDtFotPvvsM5v21yk2NhbHjx8XqkGa9HpcO3sWFYWF1hvWg9Da2IiKwkJcKyiASa8HYK3+eOLEia4b72R306ZNE7Z1HRXX7aW143fo3jiIiLpjXoCIyPaYFyAaHOYEmBMYSZgXIKKRJCsrC1OmTEF+fr5wTOohQ2j0NEx7ZiVmv/jvmPbMSoRGTxMG5AJAfn4+VCoV9uzZ44iwiYicSlNTkzCRLDhySr8DuAfLU+mDoIdUAKwT0uwxyZvInsrLy5Geni7sL/jlVjyzaceAV1aRK7zwzKYdWJD+G1uFeF8SiQS7d++GX2ehlNJS6wQFW0+I6JwIceUKAMDPzw+7d+/m6pE2pFaru3YqKx0XSF+6TYboEScRjWojYjLEnj170NiRVI8NkiE60DbVlR4kJlCG2CBr31qtFh999JFD4iAisoXOgVwecjncpFK79u0mlcJDLgcA3Llzx659Ew2VxWLBhx9+KOwHRkTYpd/u/Xz44YewdFTOs7XY2FhoNBokJiYKx7SVlSg9cQJXTp5E3dWruFtfj3azucd17WYz7tbXo+7qVVz55huUnjgBbbcP04mJidBoNJg6dapdHgf1bcaMGcJ2Q7fkgj107697HERE3TEvQERke8wLEA0ccwLMCYw0zAsQ0UixZcsWpKSkQKfTAQB8g8Ow6FcZeP2rKvz8wGk8u3k3Fm7Yhmc378bPD5zG619VYdGvMuAbHAYA0Ol0SE5OxltvveXIh0FE5HBlZWXCdufkBbEER04BYP1c1b0fopEgLS1NeB8y/blkzFmyfkjtzFma7rAVIkJCQpCTk4MxY8ZYD1y8COzdC3Q8LtHpdMAnn1j7AaBQKJCTk4OJEyfapj8CAAQGBnat0FlVBbS3OzagTu3twmSISZMmCcU5iIhcfjKE2WzGrl27AAASAAmTFQ6NJ36yAp1zDnft2gXzPcl9IiJXZTQaAQASOw946CRxs/7JMhgMDumfaLAKCwtRUlICAFCMG2etZGoHY3x8oBg3DgBQXFxs16qpoaGhOHz4MD7++GP4+voKx3X19agqLkbZyZMozs3Fpbw8fHfsGC7l5aE4NxdlJ0+iqri4R2VBX19ffPzxxzh8+HDXh2xyGLVaLSwxqauvH3R1z6FqbWyErr4eAKBSqRAXF2eXfonItTAvQERkH8wLEA0ccwK+wnHmBEYG5gWIaCTIysrC5s2bhf3pzyVj/RfnMeuFtH4rmnsqfTDrhTSs/+J8jwGHb7zxBrKysmweMxGRs+r+2VyuUIratmxMV4V8fceKcUQjQXFxsbAylW9wGOavf3dY7c1f/64wYRMAvvvuu2G1NxizZ8/Gl19+2TUhorQU2LZNmLAgmpIS4Le/FVaEUCgU+PLLLzF79mxx+6E+CQUJDAbg8mXHBtPp+++t8QCYPn26g4MhImfi8pMhjhw5guvXrwMAovw9MF7hmJtxnfwVUkSN9wAAVFRU4OjRow6Nh4hILDKZtcKtxUGDuSwds4zlHZUgiZzd2bNnhW2/kBC79t29v+5x2INEIsGqVatw/fp1ZGZmCjfKBRYL2vR6GHU6tOn1wD1VKlUqFTIzM3H9+nWsWrWKS1s6CYlEgrS0NGG/xk6VeLr3k5aWxp8HIuoT8wJERPbBvADRwDEnwJzASMO8ABG5uvLycqSnpwv7C365Fc9s2gG5wus+V3WRK7zwzKYdWJD+G+FYeno6rl69KnqsRESuoPtnc4OuWdS2ja0twranp6eobRM50u7du4XtOUvTB/w+pD9yhRfmLF0v7O/fv39Y7Q3WvHnzcOzYMfj5+VkPNDcDn34K/O53wHBXdq2rs7azbx/QYn1N8PPzQ35+PubOnTu8tmnAli9f3rVz+rTjAunuzBlhc8WKFY6Lg4icjstPhti3b5+wPSvUOd4Ez5zUFcenn37quECIiETk7+8PAGgzGHotaW9r7WYz2jpm9o4fP96ufRMN1blz54RtRWcCwE7GdKvA2D0Oe1IqlUhNTcWFCxdw7tw57NixAytWrMCUKVMQEhICf39/hISEYMqUKVixYgV27NiBc+fOoaioCKmpqVAqxa0iQ8O3ZMkSobqntrISTdXVNu2vqboa2spKANaqoIsXL7Zpf0TkupgXICKyD+YFiAaOOQHmBEYi5gWIyJWlpaVBp9MBsK4IMWfJ+iG1M2dpurBChE6nw8svvyxWiERELiUiIkLYrr5SLGrbt0ovALBOyO3eD5GrO3bsGABA6iFDXJI4n2/ikpZA6mEtYPKXv/xFlDYHY/bs2SguLkZSUlLXwfPngd/8Bvj4Y+DSJaCjwMkDtbdbz//4Y2DrVms7HZKSklBSUsIVIexs/vz5CAvrWH3k8uXhT3IZrro6YYWKsLAwJCYmOjYeInIq7o4OYLg6KxvJpRJE+Xs4OBqrh/09IJdKYDBbUFBQ4OhwiIhEERsbiwsXLgAWC/RNTXa9kdva2ChUiuNS6OQqznd+OJdI4Ontbde+x/j4ABIJYLFAo9HYte97SSQSqNVqqNVqh8ZBw6dUKrFt2zasXr0aAHCjqAhR48bBvaNCsJhMRiNuFBUJ+++99x4HwxBRv5gXICKyD+YFiAaOOQEr5gRGFuYFiMhVFRcXIz8/HwDgGxyG+evfHVZ789e/i8un8qC9VYH8/HyUlJT0Xg2JiGiE8/b2RmRkJEpLS3Gr9AL0zY3wVPoMu119c6MwuSIyMpLvAWnEaGpqQmlpKQAgOHKKKL8vAOCp9EHQQypUXSpEeXk5mpub7f57ExISgpycHOzfvx/r1q1DY2ce7/vvrV9yORAS0vU1dizg7g6YTMDdu0BVVddXRzGUTr6+vnj//fexdOlSrhToAFKpFCkpKdi0aZP1/zQvD3jxRccFlJ8v5IhTU1MhlTp2pXgici4uvTJETU0NKjuqwoR4S+HmJH/03CQShCitL7Y3btxAbW2tgyMiIhq+adOmCdu6hga79t2q1fYZB5Ezq6urAwB4yOVws/OHMDepFB4dy9PecfTsfBpRVq1aJVRYMOn1uFZQALPJJGofZpMJ1woKYNLrAVgrTqxcuVLUPoho5GBegIjIfpgXIBo45gRopGJegIhc0e7du4XtOUvTIVd4Das9ucILc5au77N9IqLRZN68eQAAc5sRmtzPRGlTk3sQ5jZjj/aJRoKysjJhO+ghlahtB0dOAQBYLJYe/diTRCLB8uXLUVZWhnfeeadrNQHAOsHh6lXg5Eng88+tKz/s3m399/PPrcevXu0xESIsLAzvvPMOrly5gmXLlnEihAOtWbNGWCUS588DFy86JpCSEmG1EF9fX6FQAxFRJ5eeDFFYWChshyqda5GLEO+ueLrHSUTkqmbMmCFsN1RV2bXv7v11j4PImRmN1kSdxEGz0SVu1rd5hnuqJxANh0QiwZ49exAQEAAA0NXX4+qZMzB1/LwPl8loxNUzZ6CrrwcABAQEICsriwkuIuoX8wJERPbDvADRwDEnQCMV8wJE5IqOHTsGAJB6yBCXtFiUNuOSlkDqIevRPhHRaJOamipsnzywHQZdy7DaM+hacPJARp/tE7m67p/P5QpxV26Qjema6KnvmFTuKP7+/ti4cSPKy8uRk5OD5557DpMmTRrQtZMmTcJzzz2HP/3pTygvL8fGjRvh7+9v44jpQfz9/ZGRkdF14NAhQKezbxA6nbXfDu+//z5/NoioF+caKTBIF7vNNJvo7VwPpfugh5KSEqFSjj3V1NSgsLAQFy9eREtLC4xGI2QyGby8vBAdHQ21Wo3AwEC7x0VErkmtViMmJgYlJSXQ1dejtbERY3zEWbrvflobG4WbXyqVCnFxcTbvk0gMMpn1RojFbHZI/5b2dgCAvKMaJJFYQkNDkZeXhyeffBKNHa/Rl48fx6SpU+E9YcKQ222qrsaNoiKh8qOPjw/y8vIQGhoqVuhENAIxL3B/zAsQkZiYFyAaOOYEaCRjXoCIXElTUxNKS0sBWKsmeyrFef/qqfRB0EMqVF0qRGlpKZqbm6FUijuwkYjI2cXExCA+Ph75+fnQ3qrAkYyNeGbTjiG3dyRjI7S3KgAA8fHxiI6OFitUIofr/vncoGsWtW1ja9dEJE9PT1HbHiqpVIqFCxdi4cKFAKz3KjQaDUpKSnD37l0YDAbI5XKMHTsWMTExUKvVwqR7cj7Lli3DF198gdzcXKC5GfjsM2DlSsDdDvflTCbg4EGgxfpzvnDhQixdutT2/RKRy3GukQKD1NLS9cd8rIdzVYXpHs/du3ft0qfZbMbhw4exf/9+nD17FpWVlQ+8JjQ0FDNmzMDy5csxf/58SB1UqYqInJ9EIkFaWhrS0tIAADVlZQhTq23eb023ZfzS0tJYBYxchr+/P27evIk2gwHtZjPc7Pg3tt1sRltHdYnx48fbrV8aPWJjY3H8+HEkJCSgtrYWJr0e186ehW9oKAIjIgY1KK61sRE1ZWXQdnvvGhAQgPz8fEydOtUG0RPRSMK8QE/MCxCRLTEvQDRwzAnQSMe8ABG5irJu7yWDHlKJ2nZw5BRUXSqExWJBWVkZYmNjRW2fiMgVZGZmQqVSQafToSA7C+MnTcacpemDbufkge0oyM4CACgUCmRmZoodKpFDRURECNvVV4pFbftW6QUA1txd936cSWBgIBITEx1SNIqGTyKRYPfu3VCpVGhoaABKS60TFJYsse2EiM6JEFeuAAD8/Pywe/du5oeJqE9ujg5gOIzdlt11d3OuF7nu8dh6Keq6ujq88847mDx5Mp566ilkZ2cPaMADAFRWViI7OxuLFi3C5MmT8c4776Curs6m8RKR61qyZAl8fX0BANrKSjRVV9u0v6bqauEmmK+vLxYvFmf5YiJ7EG58WCzQNzXZte/WxkbAYgEAVk0lm4mNjYVGo+mRtNJWVqL0xAlcOXkSdVev4m59PdrvqYTabjbjbn096q5exZVvvkHpiRM9BjwkJiZCo9FwwAMRDQjzAlbMCxCRvTAvQDQwzAnQaMC8ABG5gu6fx+UKcVdukI3xErb1HavaEBGNNuHh4di+fbuwf3j7a/jj22th0LXc56ouBl0L/vj2Whze/ppwLCMjA+Hh4aLHSuRI3t7eiIyMBGCdvKBvbhSlXX1zozC5YvLkyVypimwmJCQEOTk5GDNmjPXAxYvA3r2ATmebDnU64JNPrP3AOlEuJycHEydOtE1/ROTyXHpliM6lpgHA1G5xYCS9dY/HVktRWywW7Nu3D+vWrUNjY883SXKpBCHeUoQq3THR2x1jPSRwd5PA1G7B3TYLbjaZUNlsQlWTGQazNdaKigps2rQJW7duRUZGBpYtW8aZdETUg1KpxLZt27B69WoAwI2iIkSNGwf3bq/HYjEZjbhRVCTsv/fee/zgRgPW2tqKO3fuYPz48V0fxuxs2rRp2LdvHwBA19AAhZ+f3fpu1Wp7xEFkK6GhoTh8+DD27t2LV155BdqOnz1dfT109fXWkyQSeMjlkLi5wdLebq1Qaun93t3X1xfvvfceVq5cyfegRDRgzAswL0BE9sW8ALkKR+cFmBOg0YJ5ASJydt0/jxt0zaK2bWztGujr6ekpattERK4kOTkZt2/fxubNmwEABdlZuHwqD3OWrkdc0hJ4KnuvGqZvboQm9yBOHsiA9laFcHzLli1Ys2aN3WInsqd58+ahtLQU5jYjNLmfYdYLacNuU5N7EOY2a9GoH/3oR8Nuj+h+Zs+ejS+//BJPP/00WltbrStEbNsGPPssEB0tXkclJcChQ0DH6vAKhQJffvklZs+eLV4fRDTiuPRkCC+vrmoLd9uca9BD93jGjh1rkz6WLFmCY8eOCfsSAFH+HpgV6okofw+43SdZrA62Jn7aLRZcrmvD6Uo9Lte1wQJAq9VixYoV+OKLL5CVlcUZdUTUw6pVq5CdnY2jR49alz8vKED4zJmQirj0mdlkwrWCApg6KunMnz8fK1euFK19GtkOHz6Ml156CdXV1QgKCsLHH3+MBQsW2D2OGTNmCNsNVVXwt2MFk4aqqj7jILIFiUSCVatW4fnnn8dnn32GnTt3oqSkpOsEiwVt96mMplKpkJaWhsWLF3NwGxENGvMCzAsQkf0xL0DOzhnyAswJ0GjCvAARObOIiAhhu7NqslhulV4AYH0d7N4PEdFo9MYbb2DChAlIT0+HTqeD9lYFcram4/D21xD0kArBkVMgG+MFY2sLbpVeQPWVYmEAN2Ad6JqRkcGJEDSipaamYufOnQCAkwe2Q/3UMsgVXg+4qn8GXQtOHsgQ9pcvXz7cEIkeaN68eTh27BgWLVqEhoYGoLkZ+PRTIDYWSEgAxo8feuN1dUB+PnD+vHDIz88POTk5nAhBRA/k5ugAhiO624yym00mB0bSW1W3eGJiYmzSR/cBD7FBMrw22xcvxXrjkQDZfQc8dOcmkeCRABleivXGa7N9ERvUVcUtNzcXMTExOHXqlOixE5Hrkkgk2LNnDwICAgBYq3xdPXMGJqPxAVcOjMloxNUzZ4TKYQEBAcjKymI1MBqQ+vp6LF26FNXV1QCA6upqLFu2DPWdlejsSK1WC+8BdPX1aG0UZ6nLB2ltbBR+f1QqFeLi4uzSL5FSqURqaiouXLiAc+fOYceOHVixYgWmTJmC4ODgXue/8847OHfuHIqKipCamsoBD0Q0JMwLMC9ARPbHvAA5M2fJCzAnQKMR8wJE5Iy8vb0RGRkJwDp5Qd8szt9kfXOjMLkiMjKSr2FERLCuEFFcXIz4+HjhmLnNiKpLhTj3x704/Z8f4Nwf96LqUmGPiRDx8fEoLi7mRAga8WJiYoTfD+2tChzJ2Dis9o5kbOyxssrDDz88rPaIBmr27NkoLi5GUlJS18Hz54Hf/Ab4+GPg0iWgvX1gjbW3W8//+GNg69YeEyGSkpJQUlLCiRBENCAuPRlCrVYL25XNzjvooXucYlPKJFjxmBIvqpQYr5AOq63xCileVCmx4jEllDLrzcWGhgZhRh8RUafQ0FDk5eXBx8e6pKWuvh6Xjx9H0+3bw2q3qboal48fF27a+vj4IC8vD6GhocOOmUaH7OzsXgMc7ty5g0OHDtk9FolEgrS0rqUta8rK7NJv937S0tI4YIjsTiKRQK1W4+c//zn27t2LoqIiFBUV9TrvpZdeglqt5s8oEQ0L8wLMCxCRYzAvQM7KWfICzAnQaMa8ABE5m3nz5gGwDsjV5H4mSpua3IPCQN7O9omICAgPD0deXh6Ki4uxdu1aREVF9Xq/J5FIEBUVhbVr16KkpAR5eXkIt+NqekSOlJmZCYVCAQAoyM7CyQPbh9TOyQPbUZCdJWZoRIMSEhKCnJwcfPrpp0KOGBYL8P33wN69wObNQGYm8P/+H1BYaD1eVmb9t7DQejwz03re3r3W4xbriuu+vr7Yt28fcnJyuHI5EQ2YeGuXO0BgYCBCQ0NRWVmJqiYz2i2WAVc+tKV2iwVVzWYAwKRJk4QqaWKLHO+BxSovKDzEndMSHSjDD/188VlxC0rvtKG1tRVPP/00jh07xpl2RCSIjY3F8ePHkZCQgNraWpj0elw7exa+oaEIjIjAmM43uwPQ2tiImrIyaCsrhWMBAQHIz8/H1KlTbRA9OSOLxYLCwkKcPXsW586dw/nz51FXVwej0QiZTAZ/f3/ExsZi2rRpmDFjRp83S/sb3HDo0CGHVBNZsmQJNm3aBK1WC21lJfxCQuAdFGSz/pqqq4XfI19fXyxevNhmfRERETkD5gWYFyAix2FegMQ20vICzAkQERE5h9TUVOzcuROAdeCg+qllkCu8htyeQdeCkwcyerRPREQ9xcTE4IMPPgAANDU1oby8HHq9Hp6enoiIiOCKOjRqhYeHY/v27UhJSQEAHN7+Gu7cKMf89e8O6P2JQdeCIxkbORGCnIJEIsHy5cuRlJSEjz76CLt27UJFRcdqJQYDcPWq9WuAwsLCkJqaitWrV8Pf399GURPRSOXSkyEAYMaMGcjOzobBbMHlujY8EiBzdEj4vq4NBrN1ptr06dNFafPWrVs99mMCZVis8oK7m20GeSg83LByqhIHLzTjYq114MOiRYtQUlLCGXdEJIiNjYVGo8GaNWtw9OhRAIC2shLaykooxo2DX0gIxvj6YoyPD9ykXVVq281mtDY2olWrRUNlJXQNDT3aTUxMxJ49e1j5cZRobm7GwYMH8eGHH6KkpKTf827evIkLFy5g3759AKxJtLS0NCxZsgRKpRINDQ3485//3Oe1X3/9NRoaGuDn52eTx9AfpVKJbdu2YfXq1QCAG0VFiBo3Du4y8d+vmIxG3OhWZe+9995jIpGIiEYF5gWYFyAix2FegMQwUvMCzAkQERE5h5iYGMTHxyM/Px/aWxU4krERz2zaMeT2jmRshPaWdZBXfHw8oqOjxQrVZpqamlBWVgaDwQC5XI6IiAh4e3s7OiwiGiW8vb0RGxvr6DCInEZycjJu376NzZs3A7CuEHH5VB7mLF2PuKQl8FT2LjCib26EJvcgTh7IEN6HEDkLf39/bNy4Ea+++iqOHDmCffv2oaCgADdu3HjgtZMmTcL06dOxYsUKJCYmQiod3groRDR6ufxkiOXLlyM7OxsAcLpS7xSDHs7c0AvbK1asGHZ7FosFGzZsEPY7Kz/aasBDJ3c3CZZMUWLvt80ovdOGhoYGJCcnIycnh8sWE5EgNDQUhw8fxt69e/HKK69Aq9UCAHT19dDV11tPkkjgIZdD4uYGS3s72gwGYXmz7nx9ffHee+9h5cqVfJ0ZBSwWCz755BNs2LBB+LnpofPnRiqFxWzu9XNTUlKCtLQ0bNq0Cdu2bYNUKoXJZOqzL5PJhJycHCxbtsxGj6Z/q1atQnZ2No4ePWqtlFpQgPCZMyF1F+9tmNlkwrWCApj01vcg8+fPx8qVK0Vrn4iIyJkxL2A7zAsQ0UAwL0BDNRryAswJEBEROYfMzEyoVCrodDoUZGdh/KTJmLM0fdDtnDywXajErFAokJmZKXaooikpKcGuXbtw7NgxlJaW9vp+ZGQk5s2bh9TUVMTExDggQiIiotHrjTfewIQJE5Ceng6dTgftrQrkbE3H4e2vIeghFYIjp0A2xgvG1hbcKr2A6ivFMLcZhesVCgV0Op0DHwFRb1KpFAsXLsTChQsBADU1NdBoNDh79ix+/etf9zj3888/x49//GObraxORKOPm6MDGK758+cjLCwMAHC5rg13dGaHxlOnM+PynTYA1qV7EhMTh93m/v37cezYMQCAUiaxy4CHTu5u1v68ZNb+cnNzceDAAbv0TUSuQyKRYNWqVbh+/ToyMzN7J00tFrTp9TDqdGjT63sNeFCpVMjMzMT169exatUqDngYBSorK7FgwQKsXr26x4AHxbhxCFGp8NDjj0OVlIRHExLwyNy5eDQhAaqkJDz0+OMIUamgGDdOuEar1WL16tX41a9+dd8+Dx06ZKuHc18SiQR79uwRPsTp6utx9cwZmIzGB1w5MCajEVfPnBEGGQUEBCArK4u/R0RENGowL2BbzAsQ0UAwL0CDNVryAswJEBEROYfw8HBs375d2D+8/TX88e21MOhaBnS9QdeCP769Foe3vyYcy8jIQHh4uOixDld5eTkSEhKgUqmwc+fOPidCAEBpaSl27twJlUqFhIQEXL161c6REhERjW7JyckoLi5GfHy8cMzcZkTVpUKc++NenP7PD3Duj3tRdamwx0SI+Ph4nDhxwgEREw1OYGAgEhMT8fOf/7zX9zgRgojE5vIrQ0ilUqSkpGDTpk2wAMgr1+FFleOWf84v16HzVl5qauqwl+6pq6vDunXrhP1nH/GCwsO+c1gUHm549hEv7CtqBgCsW7cOCxYsgL+/v13jICLnp1QqkZqaipSUFGF277lz56DRaHDnzh1h+d3x48cjLi4O06ZNw4wZMxAXF8ebtKNIcXExXnjhBdTW1grHfENDERgRgTE+vZd87OQmlULh5weFnx/8w8PR2tiImrIyaCsrAaBHe33Jy8tDc3MzlEr7v08IDQ1FXl4ennzySTQ2NkJXX4/Lx49j0tSp8J4wYcjtNlVX40ZRkVD90cfHB3l5eQgNDRUrdCIiIqfHvIDtMS9ARAPFvAANxGjLC9grJ+Dt7c2cABER0X0kJyfj9u3b2Lx5MwCgIDsLl0/lYc7S9YhLWgJPZe/3IfrmRmhyD+LkgQxob1UIx7ds2YI1a9bYLfaBysrKEipMd5J6yBAcOQVBD6kgVyhh0DWj+koxbpVeEAZW5ufnQ6VSISMjwykfFxERjT5NTU0oKysTckkRERHw9vZ2dFiiCw8PR15eHkpKSrB7925hRSdLt0IiEomkx4pO0dHRD8yBEBERjTYuPxkCANasWYOtW7dCq9XifLURj00wIjpQZvc4SmqMOF9tTRj4+vpi9erVw25zz549aGxsBADEBskc8rgAICZQhtggGc5XG6HVavHRRx9h48aNDomFiJyfRCKBWq2GWq12dCjkhH7605+iqakJAODu6Tnkm/9jfHwQplbDLyQEFRoN2tva7nu+wWBAbm4uXnjhhSHFPVyxsbE4fvw4EhISUFtbC5Nej2tnzw5owMe97h3wAQD+/v44duwYpk6daoPoiYiInBvzArbHvAARDQbzAnQ/ozEvYOucAAD84Q9/QGxsrNihExERjShvvPEGJkyYIEwY0N6qQM7WdBze/hqCHlIhOHIKZGO8YGxtwa3SC6i+UtyjErNCoXDaCQNbtmwRJnoAgG9wGOYsTUdc0uL7TPT4DCcPbIf2VgV0Op0wYeT111+3Z+hEREQAgJKSEuzatUuYEHCv7hMCeq1K6uJiYmLwwQcfALBOBCkvL4der4enpyciIiIcUvCRiIjIldi3lKCN+Pv7IyMjQ9g/9F0LdG3tdo1B19aOQ991LaP5/vvvD7tCotlsxq5duwAAEgAJkxXDam+44icr0FmfbdeuXTCbzQ6Nh4iIXFPngAfFuHGIevLJYVVBBADvoCB4jRs3oHMPHTo0rL6GKzY2FhqNBomJicIxbWUlSk+cwJWTJ1F39Sru1tej/Z6/se1mM+7W16Pu6lVc+eYblJ440WvQw1dffcWJEERENGoxL2AfzAsQEZEYRmtewJY5AQBQqVQ2fwxEREQjQXJyMoqLixEfHy8cM7cZUXWpEOf+uBen//MDnPvjXlRdKuwxESI+Ph7FxcVOOREiKyurx0SI6c8lY/0X5zHrhbQ+J0IAgKfSB7NeSMP6L85j+nPJwvE33ngDWVlZNo+ZiIioU3l5ORISEqBSqbBz584+J0IAQGlpKXbu3AmVSoWEhARcvXrVzpHah7e3N2JjYzFz5kzExsZyIgQREdEAjIiVIQBg2bJl+OKLL5Cbm4tmowWfFbdg5VQl3N1sv7y6qd2Cgxda0GK0LlG1cOFCLF26dNjtHjlyBNevXwcARPl7YLxCOuw2h8NfIUXUeA98f6cNFRUVOHr0KJKSkhwaExERuSbFuHEInzkTUvfhvxVpN5nQUlc3oHMPHz4MnU4HhcJxAwlDQ0Nx+PBh7N27F6+88gq0Wi0AQFdfD119vfUkiQQecjkkbm6wtLejzWAAui2F2ZeJEyfaOHIiIiLnxryA7TEvQEREYhmteQFb5QSIiIhocMLDw5GXl4eSkhLs3r1bqEBt6fY3VyKR9KhAHR0d7cCI+1deXo709HRhf8Evt2LOkvUDvl6u8MIzm3Zg/KTJOLz9NQBAeno65s6di/DwcLHDJSIi6iErK0tYsamT1EOG4MgpCHpIBblCCYOuGdVXinGr9IIwUTE/Px8qlcppV2wiIiIi+xoRK0MA1mTE7t274efnBwAovdOGgxeaYWq37U0C64CHZlypty7B7efnh927d0MiGf5gi3379gnbs0I9h92eGGZO6orj008/dVwgRETkstw9PfHD6dNFGfAAAE01Nb2qJgKAWx/t63Q65OXlidLvcEgkEqxatQrXr19HZmZm72U8LRa06fUw6nRo0+t7DXp45JFH7BgtERGRa2BewD6YFyAiouEa7XmB4eYEVCoVtm7daseIiYiIRq6YmBh88MEH+P7776HVaqHRaHD69GloNBo0Njbi+++/xwcffOC0EyEAIC0tTRhAOv255EFNhOhuztJ0YYUInU6Hl19+WawQiYiI+rRlyxakpKQIf8d8g8Ow6FcZeP2rKvz8wGk8u3k3Fm7Yhmc378bPD5zG619VYdGvMuAbHAbA+vcqOTkZb731liMfBhERETmBETMZAgBCQkKQk5ODMWPGAAAu1rZh77fN0LW126Q/XVs7PjnfjIu11gEPCoUCOTk5olVmPnv2LABALpUgyt9DlDaH62F/D8il1gEdBQUFDo6GiIhc0aSpU+Euk4nWXuPNm30en9jPzYns7GzR+h4upVKJ1NRUXLhwAefOncOOHTuwYsUKTJkyBSEhIfD390dISAimTJmCFStWYMeOHTh37hxOnDjh6NCJiIicEvMCtse8ABERDRfzAlZDzQkUFRVhxYoVjg6fiIhoxPH29kZsbCxmzpyJ2NhYKJVKR4f0QJcuXUJ+fj4A6wDS+evfHVZ789e/Kwwwzc/PR0lJybBjJCIi6ktWVhY2b94s7E9/LhnrvziPWS+kwVPp0+c1nkofzHohDeu/OC9M4AOAN954A1lZWTaPmYiIiJyXOKWXnMjs2bPx5Zdf4umnn0ZraytK77Rh22ktnn3EC9GB4t1gKakx4tB3LWgxWqsyKRQKfPnll5g9e7Yo7dfU1KCyshIAEOIthZsIFSXF4CaRIEQpxVWtCTdu3EBtbS0CAgIcHRYREbkI39BQeE+YIFp77WYzmm7f7nVcplBgXFgYbpeWoq21tcf3/vSnP8FgMEAul4sWx3BJJBKo1Wqo1eoBnV9bW2vjiIiIiFwX8wK2xbwAERENB/MCvQ02J0BERETUaf/+/cL2nKXpkCu8htWeXOGFOUvXI2drOgBg9+7d+OCDD4bVJhER0b3Ky8uRnp4u7C/45dZBrWwkV3jhmU07MH7SZBze/hoAID09HXPnzkV4eLjY4RIREZELGFErQ3SaN28ejh07Bj8/PwBAs9GCT4ua8bviZtzR9V4uezDqdGb8rrgZ+4qahQEPfn5+yM/Px9y5c4cde6fCwkJhO1TpXHNWQry74ukeJxER0b0sFkuP/cCICFHbb6mtRbvJ1Ou4T3AwJBIJfPuoytzU1ISvvvpK1DiIiIjIuTAvYFvMCxAR0UAxL0BERERkO3/5y18AAFIPGeKSFovSZlzSEkg9rMUkjh07JkqbRERE3aWlpUGn0wGwrggxmIkQ3c1Zmi6sEKHT6fDyyy+LFSIRERG5mBE5GQKwVoIsLi5GUlKScOx8tRG/OaXFx5omXKo1ov2eGzH9abdYcKnWiI81Tdh6Sovz1Ubhe0lJSSgpKRGt8mOnixcvCtsTvZ130AOXxiQiovspKioSthXjxmGMT99LWg6V9ubNPo/7dAx28Olj0AMAHDp0SNQ4iIiIyPkwL2A7zAsQEdFAMS9AREREZDvl5eUAgODIKfBUivM+y1Ppg6CHVACA0tJSNDc3i9IuERERAFy6dAn5+fkAAN/gMMxf/+6w2pu//l34BocBAPLz85mvJiIiGqWc6266yEJCQpCTk4P9+/dj3bp1aGxshAXA93fa8P2dNsilEoQopQjxdkeItzvGekjg7iaBqd2Cu20WVDWZrF/NZhjMPQdI+Pr64v3338fSpUshkUhEj72lpUXYHushfvvD0T2eu3fvOjASIiJydt0rBfuFhIjatqW9HU3V1b2Ou3t6QtFRBVrh5wd3T0+Y9Poe53z55Zdoa2uDh4eHqDERERGRc2FewDaYFyAiooFiXoCIiIjI9jonL4glOHIKqi4VwmKxoKysDLGxsaK2T0REo9f+/fuF7TlL0yFXeA2rPbnCC3OWrkfO1nQAwO7du/HBBx8Mq00iIiJyPSN6MgQASCQSLF++HElJSfjoo4+wa9cuVFRUAAAMZguuak24qu29jHZ/wsLCkJqaitWrV8Pf399WYcNo7Koy6e7mXIMeusdjMBgcGAkRETm7b7/9VtjuHIgglpa6Opjb2nod9wkOFgYkSiQS+AQH4861az3Oqa+vx4kTJzBv3jxRYyIiIiLnw7yA+JgXICKigWJegIiIiMj25AqlqO3JxnQNTNXfM6mUiIhoOP7yl78AAKQeMsQlLRalzbikJTi8/TWY24w4duyYKG0SERGRa3FzdAD24u/vj40bN6K8vBw5OTl47rnnMGnSpAFdO2nSJDz33HP405/+hPLycmzcuNGmAx4AQCaTCdumdst9zrS/7vHI5XIHRkJERM6uuLjYuiGRwNPbW9S2tTdv9nncd+LE++53OnTokKjxEBERkXNjXkA8zAsQEdFAMS9AREREZHsGXbOo7Rlbu1ar9PT0FLVtIiIa3crLywFYVyHyVPqI0qan0kdYJam0tBTNzeL+XSQiIiLnN+JXhriXVCrFwoULsXDhQgBATU0NNBoNSkpKcPfuXRgMBsjlcowdOxYxMTFQq9UICAiwe5xeXl3VFu62Odegh+7xjB071oGRkCPU1NSgsLAQFy9eREtLC4xGI2QyGby8vBAdHQ21Wo3AwEBHh0lETqK+vh4A4CGXw00qFa1di8WCpurqXsfd5XKMHT++x7Gx48fDXSaDqVt1ZQD4wx/+gJ07d0IqYlxERETk/JgXGD7mBUa3geQFOiuyExExL0BERERke9VXikVt71bpBQDWVbYiIiJEbZuIiAiAMHlBLMGRU1B1qRAWiwVlZWWIjY0VtX0iIiJybqNuMsS9AgMDkZiYiMTEREeH0kN0dLSwfbPJBHWw81RarGoyCdsxMTEOjITswWw24/Dhw9i/fz/Onj2LysrKB14TGhrKDxZEBABoa2sDAEhEHlhw984dmAyGXse9g4J6DbySSCTwDg5GfUVFj+M1NTU4deoUHn/8cVFjIyIiItfCvMDgMS8wugwlLzCxnyrsRDT6MC9AREREZDuTJ09GeXk5bpVegL65UZQK2/rmRmFyRWRkJJRK5bDbJCIiupdcIe7fF9mYruJCer1e1LaJiIjI+bk5OgDqm1qtFrYrm033OdP+ug966B4njSx1dXV45513MHnyZDz11FPIzs4e0IAHAKisrEROTo6NIyQiV+Dh4QEAsJjNorbbePNmn8d9+xl05dPP8UOHDokWExEREZGYmBcgRxtOXuBmH+/X79y5I3aIROQCmBcgIiIisp0f/ehHAABzmxGa3M9EaVOTexDmNuuKWvPmzROlTSIionsZdM2itmdsbRG2PT09RW2biIiInB8nQzipwMBAhIaGAgCqmsxot1gcHJFVu8WCqmbrjatJkyYhICDAwRGR2CwWC/bt24eIiAhs2rQJFd0qpsmlEoT7uePxH3jihRgvvBSrRIraGy/FKvFCjBce/4Enwv3cIZdK+mz7888/h8VJfpaJyD7GjRsHAGgzGNAu0sAHi8UC7a1bvY5LPTzg5e/f5zVe/v6QdgzA6O7QoUNob28XJS4iIiIiMTEvQI5iq7zAjBkzsG/fPuYFiEYZ5gWIiIiIbGf58uXC9skD22HQtdzn7Acz6Fpw8kCGsJ+amjqs9oiIiPrTuQqRWG6VXgBgXR0yIiJC1LaJiIjI+XEyhBObMWMGAMBgtuByXZuDo7H6vq4NBrP1pvX06dMdHA2JraqqCosWLcKKFSvQ2NgIAJAAeNjfA6umKvHmk354eZoPFkWNhTpYjof9ZYgY54GH/WVQB8uxKGosXp7mgzef9MOqqUo87O+B7sMf/v3f/x2LFi3qs0IkEY1MKpXKumGxQN/UJEqbuoYGmPpY2tI7KAgSt77f2ri5ucE7KKjX8aqqKvztb38TJS4iIiIisTEvQPZmy7xAY2MjVqxYwbwA0SjDvAARERGR7TzyyCOIj48HAGhvVeBIxsZhtXckYyO0t6wT4uPj4xEdHT3sGImIiLqbPHkyAOvkBX1zoyht6psbhckVkZGRUCqVorRLREREroOTIZxY90oOpyt739xxhDM3uuJYsWKF4wIh0Z06dQoqlQq5ubnCsdggGV6b7YuXYr3xSIAMbpK+V3y4l5tEgkcCZHgp1huvzfZFbJBM+F5ubi5iYmJw6tQp0R8DETmfqVOnCtu6hgZR2mzsZ+CU78SJ973Op5/vHzp0aNgxEREREdkC8wJkT8wLEJEtMC9AREREZFuZmZlQKBQAgILsLJw8sH1I7Zw8sB0F2VkAAIVCgczMTNFiJCIi6vSjH/0IAGBuM0KT+5kobWpyD8LcZgQAzJs3T5Q2iYiIyLVwMoQTmz9/PsLCwgAAl+vacEcnzjLiQ1WnM+PyHWslyrCwMCQmJjo0HhLPsWPHMG/ePDR03JBUyiRY8ZgSL6qUGK+QDqvt8QopXlQpseIxJZQy66CJhoYGzJs3D8eOHRt27ETk3NRqtbDdUFU17PYsFgsab93qddzN3R1eAQH3vVYZEAA3ae/XtEOHDsFisQw7NiIiIiKxMS9A9sK8ABHZCvMCRERERLYVHh6O7du7JkAc3v4a/vj2Whh0LQO63qBrwR/fXovD218TjmVkZCA8PFz0WImIiLoXADp5YPuA/171x6BrwckDGcJ+amrqsNojIiIi18TJEE5MKpUiJSUFAGABkFeuc2g8+eU6dN4SSk1NhbSPG0fkev7617/i6aefRmtrKwAgcrwHNszyRXSg7AFXDk50oAwbZvkicrwHAKC1tRVPP/00K0ESjXCPPfaYsK2rr0dr4/CWumxtbIRR1/vvofeECX0OaOjOTSqFd1BQr+PXrl3Dt99+O6y4iIiIiGyBeQGyB+YFiMiWmBcgIiIisr3k5GS8+eabwn5BdhYyno/F6c93Qt/c9/svfXMjTn++ExnPxworQgDAli1bsGbNGpvHTEREo9MjjzyC+Ph4AID2VgWOZGwcVntHMjZCe6sCABAfH4/o6Ohhx0hERESuh5MhnNyaNWvg6+sLADhfbcTFGqND4iipMeJ8tbVvX19frF692iFxkLiqqqrw1FNPCQMeYgJlWDlVCYWHbV4aFB5uWDlVieiAroEPixYtws1+lrYnItcnkUh67NeUlQ2rvcZ+Xi98Jk4c0PX9nZednT3kmIiIiIhsiXkBsiXmBYjI1pgXICIiIrKPN954A7t374ZCoQBgHWCaszUdb80NwY4lM3HozRTk/PYVHHozBTuWzMRbc0OQszVdGECqUCiQlZWF119/3ZEPg1xIU1MTNBoNzpw5A41Gg6amJkeHREQuIjMzU/h7VZCdhZMHtj/gir6dPLBdmNCnUCiQmZkpWoxERETkWjgZwsn5+/sjIyND2D/0XQt0be12jUHX1o5D33UtS/b+++/D39/frjGQ+CwWC1JSUtDQ0ADAWvlxscoL7m6SB1w5PO5uEiyZohQqQTY0NCA5OZlL0RONEtrKSjRVVw/pWovF0uegB4lUCmVg4IDaUAYGQtJHpchDhw7xdYiIiIicEvMCZCvMCxCRIzAvQERERGQ7ycnJKC4uFipuA4C5zYiqS4U498e9OP2fH+DcH/ei6lIhzG1dxRbi4+NRXFzMFSHogUpKSrB27VpERUXBx8cHarUas2bNglqtho+PD6KiorB27Vp89913jg6ViJxYeHg4tm/vmgBxePtr+OPba2HQtdznqi4GXQv++PZaHN7+mnAsIyMD4eHhosdKREREroGTIVzAsmXLMG/ePABAs9GCz4pbYGq3z40ZU7sFBy+0oMVo7W/hwoVYunSpXfom29q/fz9yc3MBAEqZxC4DHjq5u1n785JZ+8vNzcWBAwfs0jfRSGGxWHDu3Dns2LEDK1aswGOPPYaQkBAEBAQgJCQEjz32GFasWIEdO3bg3LlzTnVD/0ZREUzGwVc01jc3w3D3bq/j3oGBkLq7D6gNqbs7vPsYIHH58mVcunRp0DERERER2QPzAmQLzAsQuTbmBbowL0BERETUJTw8HHl5eSguLhYGrd+7WpdEIhEGrZeUlCAvL48DSOm+ysvLkZCQAJVKhZ07d6K0tLTP80pLS7Fz50786Ec/snOERORqkpOT8eabbwr7BdlZyHg+Fqc/3wl9c2Of1+ibG3H6853IeD5WWBECALZs2cIJfURERKPcwO4QkENJJBJs27YNjz32GACg9E4bDl5oxpIpSpvepLYOeGjGlfo2AICfnx92797dK1lCrqeurg7r1q0T9p99xAsKD/vOjVJ4uOHZR7ywr6gZALBu3TosWLCA1UWJHqC5uRkHDx7Ehx9+iJKSkn7Pu3nzJi5cuIB9+/YBAGJiYpCWloYlS5ZAqVQOqW+z2Yy3334bf/rTn4TqsQO55l4mvR6X8vLgMWbMoPpvN5n6PO4zceKg2vGZOBGNt271Ov6Tn/wE3t7eg2pLDH5+fli4cCE2bdoEaR/VKYmIiIiYFyCxMS9A5LqYF+iNeQEiIiKi3mJiYvDBBx8AAJqamlBeXg69Xg9PT09EREQM+T0hjT5ZWVlIT0+HTqcTjkk9ZAiOnIKgh1SQK5Qw6JpRfaUYt0ov9Fh1hIjoft544w1MmDBBeI3R3qpAztZ0HN7+GoIeUiE4cgpkY7xgbG3BrdILqL5S3OM1RqFQICMjgxMhiIiIiJMhXEVwcHCP/Yu1bdj7bTMWq2xzs1rX1o6DF1qEAQ8KhQI5OTmYOMgbS+Sc9uzZg8ZG60zq2CAZogNlDokjJlCG2CAZzlcbodVq8dFHH2Hjxo0OiYXI2VksFnzyySfYsGEDtFpt7xMkEnjI5ZBIpbCYzWgzGIBuVR9LSkqQlpaGTZs2Ydu2bVi1atWgB7Glp6cLifPhsrS3w9hHNcfBkri5wXvChEFd4z1hAiRubrC0t/c4fvv2bdy+fXvYMQ3F3/72N9TV1eH99993SP9ERETk/JgXIDExL0DkepgX6BvzAkREREQP5u3tjdjYWEeHQS5oy5Yt2Lx5s7DvGxyGOUvTEZe0GJ5Kn17n65sbocn9DCcPbIf2VoU9QyUiF5WcnIy5c+fi5ZdfRn5+PgDA3GZE1aVCVF0q7Pe6+Ph4ZGZmcmUjIiIiAgDYt+Qbiar0Thu2ndbiYo24M+tLaoz47WltjwEPX375JWbPni1qP+QYZrMZu3btAgBIACRMVjg0nvjJCnTedt21a1ef1eKIRrvKykosWLAAq1ev7jHgQTFuHEJUKjz0+ONQJSXh0YQEPDJ3Lh5NSIAqKQkPPf44QlQqKMaNE67RarVYvXo1FixYgMrKygHHYDabhWqSzkQZEACph8egrpF6eMArIMBGEQ3dvn370H7PQAwiIiKi+2FegIaCeQEi18O8QP+YFyAiIiIiso2srKweEyGmP5eM9V+cx6wX0vqcCAEAnkofzHohDeu/OI/pzyX3+N7+/fttGi8Rua7w8HDk5eWhuLgYa9euRVRUVK8CDhKJBFFRUVi7di1KSkqQl5d334kQJr0eNYWFMOn1tg6fiIiInABXhnBxzUYLPi1qRmyQDAmTFRivGPoy2nU6M/LLdThf3TWIws/PDzk5ORzwMIIcOXIE169fBwBE+XsM62dGDP4KKaLGe+D7O22oqKjA0aNHkZSU5NCYiJzJ+fPnkZCQgNraWuGYb2goAiMiMMan70QjALhJpVD4+UHh5wf/8HC0NjaipqwM2o6BDkePHkVcXBzy8vIGVA1IKpVizJgxaGpqGv6DEpHPECsT+06ciGYHVXvsz5gxY+DmxnmqRERENDjMC9BgMS9A5FqYF7g/5gWIiIiIiMRXXl6O9PR0YX/BL7dizpL1A75ervDCM5t2YPykyTi8/TUAwObNm/HTn/6UVdyJbKSpqQllZWUwGAyQy+WIiIiAt7e3o8MalJiYGGFFyqamJpSXl0Ov18PT0xMRERFQKpUDbuvUhg2oOn4coT/+MR4XaZVLIiIicl7MrLuwefPmCdvnq434zSktPtY04VKtEe3dlkC/n3aLBZdqjfhY04Stp7Q9BjwkJSWhpKSEAx5GmO4V3GaFejowki4zJ3XF8emnnzouECIno9Fo8OSTTwoDHtw9PfHDGTMQplbfd8BDX8b4+CBMrcYPp0+Hu6f1d662thZPPvkkzp8/P6A2fvnLXw7uAdiYp1IJ39DQIV3rGxoK+SCSJfbQPalMRERENBDMC9BQMC9A5DqYF7g/5gWIiIiIiGwjLS0NOp0OgHVFiMFMhOhuztJ0YYUInU6Hl19+WawQiQhASUmJsJKCj48P1Go1Zs2aBbVaDR8fnx4rKbgab29vxMbGYubMmYiNjR3URAhddTWqjh8HAFT++c/QOVkxBCIiIhIfV4ZwYQcPHsSRI0ewbt06NDY2wgLg+ztt+P5OG+RSCUKUUoR4uyPE2x1jPSRwd5PA1G7B3TYLqppM1q9mMwzmngMkfH198f7772Pp0qW9lh0j13f27FkAgFwqQZT/4JaQt5WH/T0gl0pgMFtQUFDg6HCInEJlZSUSExPR2NgIAFCMG2cdsCCTDatd76AgRI0bh2sFBdDV16OxsREJCQnQaDQIfcAAgldffRXt7e14/fXXYTab73uufOxYyLy8hhVrfyQSCTy9vREYETHkiolubm54aM4c1JSVQd/UBMsABwsOlqGlBca7d+97jru7O9566y28+uqrNomBiIiIRi7mBWgomBcgcg3MC/SPeQEiIiIiItspLi5Gfn4+AMA3OAzz1787rPbmr38Xl0/lQXurAvn5+SgpKUFMTIwYoRKNWuXl5UhLSxN+V/tTWlqK0tJS7Ny5E/Hx8cjMzBwVq7Pc+PrrnvtffYWoxYsdFA0RERHZAydDuDCJRILly5cjKSkJH330EXbt2oWKigoAgMFswVWtCVe1pgG3FxYWhtTUVKxevRr+/v62CpscqKamBpWVlQCAEG8p3JxkUIubxDpI56rWhBs3bqC2thYBAQGODovIYSwWC1avXi1UflSMG4fwmTMhdRfnz7a7TIbwmTNx9cwZ6OrrUVtbizVr1uDw4cP3HewmkUiwceNGPPHEE3jxxRdx7dq1fs81trbCf/JkjP+nf3LaAXRSDw8EP/KITdq2WCy4849/4GbH/2F/3Nzc4Ovri9/97nf47rvvMG3aNMyYMQNqtdppnzciIiJyHswL0GAxL0DkGpgXsA/mBYiIiIiIetu9e7ewPWdpOuSK4U1yliu8MGfpeuRsTRfa/+CDD4bVJtFolpWVhfT0dGH1FgCQesgQHDkFQQ+pIFcoYdA1o/pKMW6VXoC5zboScH5+PlQqFTIyMrBmzRpHhW8XN44d67XPyRBEREQj29DKJpFT8ff3x8aNG1FeXo6cnBw899xzmDRp0oCunTRpEp577jn86U9/Qnl5OTZu3MgBDyNYYWGhsB2qdK65UCHeXfF0j5NoNPrkk0+Ql5cHAHD39MQPp08XbcBDJ6m7u7WipKcnAODo0aPYu3fvgK6dMWMGzp8/j5/97Gf9nmNpb0fVhQuo+PvfYTIaRYnZVZiMRlT8/e+ounABlvb2+57b3t6Ouro6XLhwAfv27cMvfvEL/PM//zOmTJmCzMxMNDc32ylqIiIicmXMC9BAMS9A5BqYF3BtzAsQERERkSs71jGIWOohQ1ySOIOH45KWQOoh69E+EQ3eli1bkJKSIkyE8A0Ow6JfZeD1r6rw8wOn8ezm3Vi4YRue3bwbPz9wGq9/VYVFv8qAb3AYAECn0yE5ORlvvfWWIx+GTenv3EHtPbnF2sJC6OvrHRQRERER2YNz3fWkYZFKpVi4cCEWLlwIwFrtT6PRoKSkBHfv3oXBYIBcLsfYsWMRExMDtVrNKnujzMWLF4Xtid7O9evffdBDSUkJEhMTHRgNkeM0Nzdjw4YNwv6kqVPhLpPZpC93mQyTHnsM1woKAACvvPIKnn/+eSiVygde6+Pjg88++wzx8fFYu3Yt7t692+d5jbduQdfQgB+o1fAaBYPqWurqcL2wEG16/QPPdZfL4ebuDovZjDaDAbBYhO+VlJQgLS0NmzZtwrZt27Bq1SpWhCRyEJNej/qLFzEuOloYKEZEj1mqKgABAABJREFU5KyYF6AHYV6AyPkxL+DamBcgGlmYEyAiotGmqakJpaWlAIDgyCnwVPqI0q6n0gdBD6lQdakQpaWlaG5uHtDnDiLqkpWVhc2bNwv7059Lxvz179539RZPpQ9mvZAG9VPLcCRjIwqyswAAb7zxBgIDA5GcnGzzuO2t8uuvexUmsLS3o/LrrxHx/PMOioqIXBXzAkSuw7nuepKoAgMDkZiYyJvHJGhpaRG2x3o4182z7vH0d/OUaDQ4ePAgtFotAMA3NBTeEybYtD/voCD4hoZCW1kJrVaLzz77DKmpqQO6ViKRYMWKFZg5cyZ+9rOf4fz5832e16bXo/zUKUyIisKEyEhI3EbewlSW9nbcLi3F7cuX73ueh6cnJsbEwDsoCG5SqXC83WyGvqkJuoYGNFRVQddRmUKr1WL16tXIzs7Gnj17EBoaatPHQUS9ndqwAVXHjyP0xz/G41y6m4hcDPMCdC/mBYicH/MCrol5AaKRiTkBIiIabcrKyoTtoIdUorYdHDkFVZcKYbFYUFZWhtjYWFHbJxrJysvLkZ6eLuwv+OVWzFmyfsDXyxVeeGbTDoyfNBmHt78GAEhPT8fcuXMRHh4udrgOdb2f1WduHDvGyRBENGjMCxC5jpF314GI+mXstiS9u5tzDXroHo/BYHBgJESOY7FY8OGHHwr7gRERdum3ez8ffvghLN0qEQ5EVFQUzpw50yMB05fbly+j/NQpGDuW7RwpjDodyk6deuCAh4DJk/Hw3LnwDQnpMeABANykUij8/OAfHo6H5sxB5BNPwLfbAIejR48iLi6u34ElRGQbuupqVB0/DgCo/POfobt928ERERERDQ/zAkTOjXkB18S8ANHIxJwAERGNRt0/j8sV4q7cIBvTVb1eP4CV1IioS1paGnQdn6WnP5c8qIkQ3c1Zmo7pz1lXg9DpdHj55ZfFCtEpGLRa3P7b3/r8XnVBAYyNjXaOqG9NTU3QaDQ4c+YMNBoNmpqaHB0SEfWBeQEi18KVIYhGEZlMJmyb2gd3U9PWuscjl8sdGAmR4xQWFqKkpAQAoBg3DmN8xFl69kHG+PhAMW4cdPX1KC4uhkajgVqtHlQbcrkc/+f//B/MnTsXK1asQG1tbZ/n3a2vR+mJEwidOhW+EyeKEb5DaW/eROW338Lc1tbvOe4yGSbFxQ2qmucYHx+EqdXwCwnBjaIimPR61NbW4sknn8Tx48dZCZLITm58/XXP/a++QtTixQ6KhoiIaPiYFyBybswLuB7mBYhGLuYEiIhoNOr+edygaxa1bWNr12qVnp6eorZNNJIVFxcjPz8fAOAbHIb5698dVnvz17+Ly6fyoL1Vgfz8fJSUlCAmJkaMUG2qqaICxR98AMN9JjQYGxthMZn6/J7FZMKf16yB7D65FrmPD1S/+AW8w8KGHe+9SkpKsGvXLhw7dgylpaW9vh8ZGYl58+YhNTXVJf4/iEYD5gWIXAtXhiAaRby8uqot3G1zrkEP3eMZO3asAyMhcpyzZ88K234hIXbtu3t/3eMYrAULFqCoqAhz587t9xxzWxsq/v53VBYVob2fZISzazeZcOPbb1Hx97/fd8CDV0AAIp98clADHrrzDgpC1JNPQjFuHACgsbERCQkJuHnz5pDaI6LBuXHPUrr37hMREbka5gWInBvzAq6DeQGikY85ASIiGo0iuq0aV32lWNS2b5VeAABIJJIe/RDR/e3evVvYnrM0HXKF133OfjC5wgtzlq7vs31ndikrCxVHjqD69Ol+v+ovXrxvG/UXL973+oojR3ApK0vUuMvLy5GQkACVSoWdO3f2ORECAEpLS7Fz506oVCokJCTg6tWrosZBRIPHvACRa+FkCKJRJDo6Wti+2eRcNxqrusXDWc40Wp07d07YVvj52bXvMb6+fcYxFMHBwcjLy8NvfvMbuLv3vwjVnX/8A6XffINWF1v2sbWxEaXffIP6ior+T5JIEPzoowifORMew6xu4y6TIXzmTGHgQ21tLX75y18Oq00iejD9nTuoLSzscay2sBD6+noHRURERDR8zAsQOTfmBVwD8wJEIx9zAkRENFp5e3sjMjISgHXygr65/wrsg6FvbhQmV0RGRkKpVIrSLtFocKxj8K3UQ4a4JHEqksclLYHUQ9ajfWc38fHHAYnEtp1IJNZ+RJKVlYUpU6YIK3sA1v/H0OhpmPbMSsx+8d8x7ZmVCI2eJvx/AEB+fj5UKhX27NkjWixENDjMCxC5nv7vRBDRiNN9efvKZucd9NA9TqLR5Pz589YNiQSe3t527XuMj481eWCxQKPRDLs9Nzc3/OpXv8Jjjz2GxMTEfs8zNDfjyl/+gokxMRj/T/8Eia0TGMNgsVhw59o13Lx4EZb29n7PkykUCJs2TdSBK1J3d/xw+nRcPn4cJr0ef/7zn0Vrm4j6Vvn1171+1y3t7aj8+mtEPP+8g6IiIiIaHuYFiJwb8wLMC/SHeQEi+2JOgIiIRrN58+ahtLQU5jYjNLmfYdYLacNuU5N7EOY2o9A+EQ1MU1OTsJJAcOQUeCp9RGnXU+mDoIdUqLpUiNLSUjQ3Nzv9JKUfJCTgxz4+OPM//gdaa2pEb39MYCBmvfsuJkyfLkp7W7ZswebNm4V93+AwzFmajrikxX3+P+qbG6HJ/QwnD2yH9lYFdDodkpOTcfv2bbz++uuixEREA8e8ANlaTU0NCgsLcfHiRbS0tMBoNEImk8HLywvR0dFQq9UIDAx0dJguhStDEI0igYGBCA0NBQBUNZnRbrE4OCKrdosFVc1mAMCkSZMQEBDg4IiIHKOurg4A4CGXw00qtWvfblIpPORyAMCdO3dEazcuLu6B51ja21F14QL+8be/wWQ0ita3mExGI/7xt7+hqrj4vgMexvr7I/KJJ2xSwdNdJsOkxx4TvV0i6tv1firhcPlLIiJyZcwLEDk35gWYF7gf5gWI7Ic5ASIiGs1SU1OF7ZMHtsOgaxlWewZdC04eyOizfSK6v7KyMmE76CGVqG0HR04BYJ34370fZxY0Ywbm//73CHniCVHbDXniCcz//e9FmwiRlZXVYyLE9OeSsf6L85j1Qlq/E1o8lT6Y9UIa1n9xHtOfSxaOv/HGG8jKyhIlLiIaOOYFSGxmsxk5OTl4/vnnMWnSJEyYMAELFizAq6++il//+td455138Otf/xqvvvoqFixYgAkTJmDSpEl4/vnn8ac//Qlms9nRD8HpcTIE0SgzY8YMAIDBbMHlujYHR2P1fV0bDGbrAIzpIn24IHJFxo4b/hI7D3joJHGzvi0wGAwO6b+puhqlx4+jpWPwh7NoqatD6fHjaKquvu95Cj8/RMyeDamHh81i8Q4Kgm/H4DUish2DVovbf/tbn9+rLiiAsVGcpcGJiIgcgXkBIufFvADzAg/CvACR7TEnQEREo11MTAzi4+MBANpbFTiSsXFY7R3J2AjtrQoAQHx8PKKjo4cdI9Fo0f3zuVwh7soNsjFewrZerxe1bVvy9PPD4zt2QL1pE9xksmG15SaTQb1pEx7fsQOeIhU1KC8vR3p6urC/4Jdb8cymHZArvO5zVRe5wgvPbNqBBem/EY6lp6fj6tWrosRHRA/GvACJqa6uDu+88w4mT56Mp556CtnZ2aisrBzQtZWVlcjOzsaiRYswefJkvPPOO0JBJerN3dEBEJF9LV++HNnZ2QCA05V6PBIwvA8HYjhzo+uD1YoVKxwXCJGDyTo+rFscNJuzs7KhvKMSpK1MmTIFFy5c6PN7bXo9yk+dwoTISEyIihIGYjiCpb0d1Zcvo6Zj6dEHCbVTdcbAiAhoB/jGmIh6a6qoQPEHH8BwnySFsbERFpOpz+9ZTCb8ec0ayHz6X4pY7uMD1S9+Ae+wsGHHS0REJDbmBYicF/MCzAsMBPMCREPHnAAREdHAZGZmQqVSQafToSA7C+MnTcacpekPvvAeJw9sR0G2taK5QqFAZmam2KESjWjdP58bdM2itm1s7Vr1xdPTU9S2bU0ikSBq8WIEqtU49eqraBrCRAHv8HDM3rYNflFRosaWlpYGnU4HwLoixJwl64fUzpyl6bhzoxwF2VnQ6XR4+eWXkZeXJ2KkRKMT8wJkLxaLBfv378e6devQeO/Pm1wOhIQAoaHAxInA2LGAuztgMgF37wI3bwKVlUBVFdAxMbKiogKbNm3C1q1bkZGRgWXLlkEikTjgkTkvToYgGmXmz5+PsLAwVFRU4HJdG+7ozBivcEy1OQCo05lx+Y61EmVYWBgSExMdFguRo/n7++PmzZtoMxjQbjbDzY6VINvNZrR1vIEaP368Tfs6fPgwtm/fjvfee6/fc26XlqK5rg5hajVkCoVN4+mLUadDRWEhdPX1AzpfMW4cxtznw46Yxvj4QDFu3IBjI6KeLmVloeLIkWG1UX/x4gPPkcrlmPEf/zGsfmjksVgsKCwsxNmzZ3Hu3DmcP38edXV1MBqNkMlk8Pf3R2xsLKZNm4YZM2ZArVYziUFEomNegMh5MS/QhXmB/jEvQDR0zAmQozEvQESuIjw8HNu3b0dKSgoA4PD213DnRjnmr393QNXNDboWHMnYKEyEAIAtW7YgPDzcZjETjUQRERHCdvWVYlHbvlVqLVIgkUh69ONK/B5+GIn//d/If/FFaAdYyAAAfCMjEf+738F9zBhR4ykuLkZ+fr61j+AwzF//7rDam7/+XVw+lQftrQrk5+ejpKQEMTExYoRKNGoxL0D2UFVVhZSUFOTm5nYdlEiAqChg1izrv/crAqRWW/9tbwcuXwZOn7b+a7FAq9VixYoV+OKLL5CVlYWJEyfa9sG4EMeVVSIih5BKpULSwgIgr1zn0Hjyy3WwdGynpqZCasebvETOJjY21rphsUDf1GTXvlsbGwGL9bcxLi7Opn3JZDJs27YNR48eRWBgYL/n6errcfn4cbTU1to0nnu11Nbi8vHj9x1UEBgYiLS0NGHfLyTEHqE5rD+ikWTi449bP2jakkRi7YeoQ3NzMzIzMzFlyhT88z//M37xi19g3759uHDhAm7evIm6ujrcvHkTFy5cwL59+/CLX/wC//zP/4wpU6YgMzMTzc3iVnwiotGNeQEi58W8QE/MC/SPeQGioWFOgByFeQEickXJycl48803hf2C7CxkPB+L05/vhL6572rK+uZGnP58JzKej+0xEQIAli5datN4iUYib29vREZGArBOXujvd2+w9M2NwuSKyMhIKJVKUdp1BImbG1qqqgZ1TUtVFSQ2yEHu3r1b2J6zNH1Ak8fuR67wwpyl6/tsn4iGhnkBsrVTp05BpVL1nAgRGwu89hrw0kvAI4/cfyJEd25u1vNfesl6fef9AwC5ubmIiYnBqVOnRH4ErouTIYhGoTVr1sDX1xcAcL7aiIs1RofEUVJjxPlqa9++vr5YvXq1Q+IgchbTpk0TtnUNDXbtu1Wr7TMOW0pISEBRURHi4+P7PafdZMK1v/0N5rY2u8RkbmvDtb/9De39LHkHWOO+cOEC7t69KxxT+PnZIzzBmI7XcCIavB8kJODHH32EMfcZdDUcYwID8ZOPP8YPEhJs0j65FovFgo8//hg/+MEPkJaWhpKSkp4nSCTw8PSEbOxYeHh69kq+lZSUIC0tDT/4wQ/w8ccfw2KxgIhIDMwLEDkn5gV6Y16gb8wLEA0NcwJkb8wLEJGre+ONN7B7924oOlZr096qQM7WdLw1NwQ7lszEoTdTkPPbV3DozRTsWDITb80NQc7WdGhvVTg4cqKRY968eQAAc5sRmtzPRGlTk3sQ5jZjj/Zd1a3Tp2Hq9vl8IEx376L69GnRYzl27BgAQOohQ1zSYlHajEtaAqmHrEf7RDR0zAuQLR07dgzz5s1DQ2duX6kEVqwAXnwRGO5qzOPHW9tZscLaLoCGhgbMmzePfx86cDIE0Sjk7++PjIwMYf/Qdy3QtbXbNQZdWzsOfdci7L///vvw9/e3awxEzmbGjBnCdsMgqxcMV/f+usdha0FBQThy5Ah++9vfwsPDo89z2k0muw0C0TU09DvgwcPDA9u2bcPhw4cxYcIEnD9/3voNiQSe3t52ia/TGB8f289WJxrBgmbMwPzf/x4hTzwharshTzyB+b//PSZMny5qu+SaKisrsWDBAqxevRraboMLFePGIUSlwkOPPw5VUhIeTUjAI3Pn4tGEBKiSkvDQ448jRKWCYtw44RqtVovVq1djwYIFqKysdMCjIaKRhnkBIufEvADzAgPFvADR0DEnQPbCvAARjRTJyckoLi7uMYnZ3GZE1aVCnPvjXpz+zw9w7o97UXWpUBhcTUTiSU1NFbZPHtgOg67lPmc/mEHXgpMHMvps3xXdGOIA0KFe15+mpiaUlpYCAIIjp8BT6SNKu55KHwQ9pAIAlJaWcsUwIhEwL0C28Ne//hVPP/00WltbrQciI4ENG4DoaHE7io62ttuxclRrayuefvpprhABToYgGrWWLVuGpKQkAECz0YLPiltgardPRRlTuwUHL7SgxWjtb+HChVwWkwiAWq1GTEwMAEBXX4/WRnGWuXyQ1sZG6OrrAQAqlQpxcXF26beTm5sbNmzYgNOnTyMgIKDPczw8Pe0Si3s//QQGBuL06dN45ZVX4NaxXFldXZ01NrkcbjZYRvN+3KRSeMjldu2TaKTx9PPD4zt2QL1pE9xksmG15SaTQb1pEx7fsQOedq4IS87p/PnziIuLw9GjR4VjvqGhiHziCTw0Zw78w8Oh8PPr9ffDTSqFws8P/uHheGjOHEQ+8QR8Q0OF7x89ehRxcXFdA++IiIaBeQEi58O8APMCA8W8ANHwMCdAtsa8ABGNNOHh4cjLy0NxcTHWrl2LqKgoSO6ZnCuRSBAVFYW1a9fim2++cVCkRCNPTEyMMBlJe6sCRzI2Dqu9IxkbhdVb4uPjES32IE07am9rQ9Xx40O6tvLPf0a7iKtQlpWVCdudkxfEEhw5BYB11bHu/RDR0DEvQGKqqqrCU0891TURIiYGWLkS6FhdTXQKhbX9jr/hra2tWLRoEW7evGmb/lyEu6MDoKHrvNlCQ9fXcziante3334bp06dglarRemdNhy80IwlU5Rwd7NdVTHrgIdmXKm3fqjw9fXF22+/Paqe9+EY7T+ztuJMz+vSpUvx2muvAQBqysoQplbbvM+abh+Yly5dKupjH8xzGxQUBL1e3+u4TKGAvGOJL1vzVCrhMWYM2jrfoHZobW1FUFAQamtrhWMGgwEAILHzgIdOEreec1r5WjB8zvRaMNI483M7Lj4e/xIejuI338Td69cHff3YsDCoNm+GcvJkuz8mZ35eXdlwn0ONRoMf//jHaOwYvOju6YlJU6fCe8KEQbc1xscHYWo1/EJCcKOoCCa9HrW1tXjyySdx/PhxxMbGDitWcn38nR++0f5ayryA6xntP7O24kzPK/MCzAsMFPMC4nOm14KRxlmfW1fOCQDO+7y6OuYFyJXwd374+Fo6OBMmTMDmzZuxefNmNDc34x//+Af0ej08PT3xwx/+EF5eXgD4vNoSn1vbcPbn9a233sJf//pX6HQ6FGRnYfykyZizNH3Q7Zw8sB0F2VkAAIVCgbfeeqvH51yx2fp5vfP3v8PY1NTn9wL+v/8PD6Wm4kpmJmr7qJZtbGpC6VdfYfy0aaLEUl1dLWzLFeLmMGRjvITtW7duITQ01Ol/Zl0Vn1fbcObnlXkB6stgnkOLxYKUlBQ0dK5sHBkJLF4MuNt4aL67O7BkCbB3L1BaioaGBiQnJyMnJ6fXpOXRQmKxWOxT8o2Gpba2FoGBgY4Og0aByPEeWKzygsJD/IVjdG3tOHihRRjwQEQP9sPp0+EdFGSz9puqq3GtoMBm7YshYPJkTOyojGkPVSUlqCsvH/D5Hp6eeDQhwYYR9e1SXh7a+hgkQkRDI5NI8L9/+EOEDaLibIVej/997RqM/Eg14tXU1PRbpbi7yspKxMXFCTcPFOPG4YfTp8N9mBVFAMBkNOJaQYFQtTkgIAAajQah3SpE0sjGvADZC/MCRM6FeQHmBfrDvACReJgToAdhXoCcAfMCRETU3fTnkjF//buQK7weeK5B14IjGRuFiRAjxargYPzknirsxvZ2HLx9G193DkoFMNfPD4snTIDsnqICX9fX45NukxjEMu2ZlXh2827R2jv0ZgrO/XGvaO0RUW/MC9CD9JcX2LdvH1asWGHdUSqBDRtstyJEX3Q64Le/BVpahHiWLVtmv/6diPh3NYnIpZXeacO201pcrDGK2m5JjRG/Pa3lgAeiQbpRVASTUdzfx04moxE3iops0raYfCZOtGt/vsHBgzq/zWBAu9lso2j61m42o62jAiURicMCINDDY1DXBHp4oN024ZALslgsWL16dY8BD+EzZ4oy4AEA3GUyhM+cCcW4cQCsN8DXrFkD1jcgIrExL0DkXJgXYF6gL8wLEImLOQESA/MCREREZE8F2VnIeD4Wpz/fCX1zY5/n6Jsbcfrznch4PnbETYSQAJh2zyqSlXo9Nl+71mMiBAB81dCAzdeuofKeggLTvL1hi9rZ1VeKRW3vVukFUdsjot6YF6ChqKurw7p167oOPPusfSdCANb+nn1W2F23bt2oXR2EkyGIqJdmowWfFjXjd8XNuKMb3o28Op0Zvytuxr6iZrQYmZAlGiyTXo9rBQUwm0yitms2mXCtoAAmJ68g6O7pCcU91RxsTTFuHNzl8oFfYLFA38/ym7bS2tgI8CYXkahixo7FGKl0UNeMkUqhGjvWRhGRq/nkk0+Ql5cHwPr364fTp0Mq8vKXUnd3a0XJjqokR48exd69rAZEROJjXoDIeTAvwLxAX5gXIBIXcwIkBuYFiIiIyN60tyqQszUdb80NwY4lM3HozRTk/PYVHHozBTuWzMRbc0OQszUd2lsVjg5VdOM9PODT7b3WV/X1eOPaNdzop3DADYMBb1y7hq87VtkCAB93d4wf5ODngbhVeqHfCSqDpW9uFH1yBRH1xrwADcWePXvQ2Njxeh8bC0RHOyaQmBhr/wC0Wi0++ugjx8ThYJwMQUT9Ol9txG9OafGxpgmXao1oH+ANtnaLBZdqjfhY04Stp7Q4X22b6nVEo4Wuvh5Xz5wRrRKkyWjE1TNnhOW0nZlPcDAkElvUY+ifRCKBzyCrQOruqS5ha61arV37IxoN/sXbe0jX/fMQr6ORpbm5GRs2bBD2J02dKlrlx3u5y2SY9Nhjwv4rr7yC5uZmm/RFRMS8AJFzYF6AeYF7MS9AJC7mBGi4mBcgIiIiRzK3GVF1qRDn/rgXp//zA5z7415UXSqEuW3k5uTutLXhr1otbuj12H7jBvZWV8P4gNyl0WLBJ9XVyLhxAzf0epzUanGnTfxVbM1tRmhyPxOlLU3uwRH9/0jkLJgXoMEym83YtWuXdUciARISHBtQfLw1DgC7du2C2c4rGTsDcctRkF1dunQJ/v7+jg7DpdXV1eHRRx/tcWy0P68WiwX/9V//hddffx1NTU2wAPj+Thu+v9MGuVSCEKUUId7uCPF2x1gPCdzdJDC1W3C3zYKqJpP1q9kMg7n3h4x33nkHq1atsvsNzJGEP7O24azPa3FxMX7605+iqakJuvp6XD5+HJOmToX3hAlDbrOpuho3ioqEyo/e3t74wx/+AJVKJVbYPQz0ud2wYQP279/f63rfiRNtEteD+E6ciDv/+Eev48uXL8dvf/tbAMC3336L+Ph4AEBDVRX8w8PtFl9DVVWvY87wM+vqnPW1YCRw9ue23WTCX376U5iGcOP4J5Mm4c1z5+AmcqW/gXD259VV9fW8PsjBgweh7RiQ5hsaOqy/1QPhHRQE39BQaCsrodVq8dlnnyE1NdWmfZJz4u/88PG1tDdb5QW8vb3xH//xH/jXf/1X5gWGgT+ztuGszyvzAswL9Id5Adtw1teCkcCZn1tXzQkAzv28ujLmBciV8Hd++Phaaht8Xm2Hz61tuOrz+t1332H//v34y1/+gvLycli6TQaQSCSYPHkyfvSjH2H58uV4+OGH7R6fvZ7XVcO49k3RorD+f/zoRz8CAJw8sB3qp5ZBrvAacnsGXQtOHsgQ9r/55hvh/9FVf2adHZ9X23D255V5AbrXQPICR44cwfXr1607UVHA+PF2iOw+/P2tcXz/PSoqKnD06FEkJSU5NiY742QIF+bv74+AgABHhzEkNTU1KCwsxMWLF9HS0gKj0QiZTAYvLy9ER0dDrVYjMDDQIbG58vMqll/84hf42c9+ho8++gi7du1CRYV1yTyD2YKrWhOuak1Davell14a9c+tLfBn1jac4Xn98Y9/jBMnTiAhIQG1tbUw6fW4dvYsfENDERgRgTE+PgNuq7WxETVlZdBWVgrHAgICkJ+fj6lTp9og+v7d+9yazWYcPXq013nuMhnGOujN4tjx4yGVyWC+p+rm0aNH8fHHH0MqlWLu3LmIiYlBSUkJdPX1aG1sHNT/yVC1Njb2Wb3TGX5mRyI+r7bjTM/trVOn+k1uhP7kJ5j6yiv4dts2VP75z72+b2puRvu1a5gwa5atwxwQZ3peRwuLxYIPP/xQ2A+MiLBLv4EREcLf9Q8//BApKSkcXDwKuervvDPnBADXfV7FZIu8QEFBgUNuuo4G/Jm1DWd4XpkXYF6gL8wL2BefV9txlud2JOUEAOd5XkcT5gXIkfg7bxt8Xm2Dz6vt8Lm1DVd4XgMCAvD4448DAJqamlBeXg69Xg9PT09ERERAqVQ6OMLeXOF5HaqAgADEx8cjPz8f2lsVOJKxEc9s2jHk9o5kbIT2ljUvGx8fjzlz5tz3/JH83DoSn1fbcKbnlXkBGop9+/Z17TjL///MmcD33wMAPv30U06GILIFs9mMw4cPY//+/Th79iwqu910609oaChmzJiB5cuXY/78+ZBKpXaIlDr5+/tj48aNePXVV3HkyBHs27cPBQUFuHHjxgOvnTRpEqZOnYqcnBw7REo0ssXGxkKj0WDNmjXCwABtZSW0lZVQjBsHv5AQjPH1xRgfH7h1e51sN5vR2tiIVq0WDZWV0DU09Gg3MTERe/bsQWhoqF0fT19OnTqFmpqaXse9g4OHdPPGYrGgpa4O+qYmeHp7w8vff9DtSNzc4BMcjPqOQV+dbt++jdOnT2POnDmQSCRIS0tDWloaAKCmrAxhavWg4x2smrIym/dBNNrcOHas1zE3mQzq115DxL/9GyQSCeb83/+LK59/Ds3WrWi/Z0DUjWPHEOwsH3DJ7goLC1FSUgIAUIwbZ5cBcAAwxscHinHjoKuvR3FxMTQaDdR2+DtENBTMCbim4eQFQkJCUHVP1fLxjq6KQ+SimBdgXuBezAsQiYs5ARou5gWIiIjIGXh7eyM2NtbRYYx6mZmZUKlU0Ol0KMjOwvhJkzFnafqg2zl5YDsKsrMAAAqFApmZmWKHSkQdmBegoTh79qx1Qy63rsjgDB5+2BqPwYCCggJHR2N3nAxBNlVXV4c9e/Zg9+7dQhXBgaqsrER2djays7MRFhaGlJQUrFmzhsv42JlUKsXChQuxcOFCANYKnhqNBiUlJbh79y4MBgPkcjnGjh2LmJgYqNVqBAQEoLa21qGVPIlGktDQUBw+fBh79+7FK6+8Iiy3rauv76oEKJHAQy6HxM0NlvZ2tBkMQLdlMDv5+vrivffew8qVK52mStShQ4f6PO4zceKg2zIZDLh+/jyab98WjiknTMAPYmPhLpcPqq2+Bj0A1ng7qy4sWbIEmzZtglarhbayEn4hIfAOChp03APVVF3do4onEQ1fu9ncq4qDz+TJmL1tG3wjI4VjEokEkT/7GQLVapzasAGN5eXC9yq//hrTXn+9x+AzGj2ERAcAv5AQu/btFxIivBc4e/YsBz2Q02FOYGQYSl4AAHMCRCJiXmDgmBcgosFgToDEwLwAEREREXUKDw/H9u3bkZKSAgA4vP013LlRjvnr34Vc4fXA6w26FhzJ2ChMhACAjIwMhIeH2yxmotGMeQEaipqamq7CbyEhgJubYwPq5OZmjefqVdy4cQO1tbWjapUQToYgm7BYLNi/fz/WrVuHxsbGHt+TSyUI8ZYiVOmOid7uGOshgbubBKZ2C+62WXCzyYTKZhOqmswwmK037CoqKrBp0yZs3boVGRkZWLZsmdPcrBttAgMDkZiYiMTEREeHQjSqSCQSrFq1Cs8//zw+++wz7Ny5U6g2BQCwWNCm1/d7vUqlQlpaGhYvXuxUy2G2t7fj97//fa/jUg8PeA1yoFtzbS2uFxbCZDD0PH77Ni4fP44fqNVQDuJNnldAANzc3dFuMvU4/vvf/x7bt2+HRCKBUqnEtm3bsHr1agDAjaIiRI0bB3eZbFCxD4TJaMSNoiLR2yUa7Vpv34b+zh1hP+Lf/g1xr74K9zFj+jzfNzISCf/1X9Bs3Yqy//5vAID+zh203r6NsUMYrEWu79y5c8K2ws/Prn2P8fXtMw4iR2NOYGQbSF6gtrbWjhERjQ7MCzwY8wJENFjMCZAYmBcgIiIiou6Sk5Nx+/ZtbN68GQBQkJ2Fy6fyMGfpesQlLYGnsvdKYvrmRmhyD+LkgQxob3UVZtiyZQvWrFljt9iJRhvmBWgoCgsLu3acYOXlHjomQwDWOEfTGF9OhiDRVVVVISUlBbm5ucIxCYAofw/MCvVElL8H3O4zaEEdbK3Q1W6x4HJdG05X6nG5rg0WAFqtFitWrMAXX3yBrKwsTOQfESIaZZRKJVJTU5GSkgKNRoOzZ8/i3Llz0Gg0uHPnjlCVdfz48YiLi8O0adMwY8YMxMXFOeWAsb///e9ds2W78Q4KgtsAZ85a2ttx67vvUFtW1u85JoMBV0+fRuBDDyHo4YchGUDbbm5u8AkKQsM98d24cQN///vf8S//8i8AgFWrViE7OxtHjx6FSa/HtYIChM+cCam7eG+zzCYTrhUUwNQxsOUnP/kJvv76a9HaJxrNxkyYgH9atAgN332HKWvXYtK8eQ+8xn3MGPzL//pfCJo5E8U7d8Lv0UehsGH1V3Ju58+ft25IJPD09rZr32N8fACJBLBYoNFo7No3UX+YEyAisi3mBXpjXoCIhoo5ARID8wJEREREdK833ngDEyZMQHp6OnQ6HbS3KpCzNR2Ht7+GoIdUCI6cAtkYLxhbW3Cr9AKqrxTD3GYUrlcoFMjIyOBECCIbY16AhuLixYtdO852r7LbipUlJSWcDEE0VKdOncKiRYvQ0NAgHIsNkiFhsgLjFYNbCshNIsEjATI8EiDDHZ0ZeeU6nK+2vvHLzc1FTEwMcnJyMHv2bFEfAxGRK5BIJFCr1S6/7HV2dnafx30G+GbRcPcurp87B51WO6Dza65cQUttLX4wbRrkY8c+8HyfiRN7DXoArHF3DnqQSCTYs2cP4uLiUFtbC119Pa6eOYMfTp8uSiVIk9GIawUFwnLnAQEBeO+99zB16tRht01EgJtUilnvvjuka38QH48fxMeLHBG5mrq6OgCAh1xu9+VP3aRSeMjlaNPrcadb1RIiR2FOgIjIfpgXsGJegIiGgzkBEgPzAkRERETUl+TkZMydOxcvv/wy8vPzAQDmNiOqLhWi6lJhv9fFx8cjMzMT4eHh9gqVaNRiXoCGoqWlpWtnADlmu+oWz927dx0YiP0NrLQS0QAcO3YM8+bNEwY9KGUSrHhMiRdVykEPerjXeIUUL6qUWPGYEkqZtYJZQ0MD5s2bh2PHjg07diIisj+LxYJDhw71Ou4mlUIZEPDA6xsqK1F64sSABzx00mm1KD1xos/BDPdSBgb2eQPr0KFDsFgswn5oaCjy8vLg42Nd0lJXX4/Lx4+j6fbtQcV2r6bqalw+flwY8ODj44O8vDxWQSYiciJGo3VwtsTOAx46dVY1NhgMDumfqBNzAkRENFjMCzwY8wJERM6PeQEiIiIi6k94eDjy8vJQXFyMtWvXIioqqtfKnRKJBFFRUVi7di1KSkqQl5fHiRBERE6sMw8AABBxdWBRdItntOUJOBmCRPHXv/4VTz/9NFpbWwEAkeM9sGGWL6IDh1/5qrvoQBk2zPJF5HgPAEBrayuefvppnDp1StR+iIjI9r799ltcu3at13HvoKD7VtAym0y4rtHgemEh2k2mfs8LDQ3t93vtJhOuFxbi+vnzMN+nDTepFN59LGd39epVFBUV9TgWGxuL48ePI6BjwIZJr8e1s2dRUViI1sbGfvvoS2tjIyoKC3GtoAAmvR6AtfLjiRMnEBsbO6i2iIjItmQd1X4tZrND+re0twMA5HK5Q/onApgTICKioWFeoH/MCxARuQ7mBYiIiIjoQWJiYvDBBx/g+++/h1arhUajwenTp6HRaNDY2Ijvv/8eH3zwAaKjox0dKhERPYCs+2rA98ktO0S3eEZbnoCTIWjYqqqq8NRTTwmDHmICZVg5VQmFh21+vBQeblg5VYnogK7BD4sWLcLNmzdt0h8REdlGX9UfAcDnPtUNheqNN270e45MJkNGRgYqKiqwfft2eHh49Htuw/XruPKAKpI+wcF9Hu8r/tjYWGg0GiQmJgrHtB2VKq+cPIm6q1dxt74e7ffcGGs3m3G3vh51V6/iyjffoPTECWi7VahMTEyERqPB1KlT+42TiIgcw9/fHwDQZjD0en23tXazGW0dFR3Gjx9v176JOjEnQEREQ8W8QBfmBYiIXBfzAkRD19TUBI1GgzNnzkCj0aCpqcnRIREREdmct7c3YmNjMXPmTMTGxkKpVDo6JCIiGgQvL6+unbt3HRdIX7rFM3bsWAcGYn+cDEHDYrFYkJKSgoaGBgDW6o+LVV5wd5M84MrhcXeTYMkUpVANsqGhAcnJyT2WJiciIudlsViQnZ3d67hEKoUyMLDP82vLy1H2zTcw3ueNZGRkJM6ePYt169bBzc0N69evx9mzZxEZGdnvNYa7d1H2zTeoLS/v8++IcsIEYanx7vobtBEaGorDhw/j448/hq+vr3BcV1+PquJilJ08ieLcXFzKy8N3x47hUl4einNzUXbyJKqKi6Hr+JsKAL6+vvj4449x+PDh+1a0JCIixxEq81os0Nv5hm1rYyPQ8bcrLi7Orn0TAcwJEBHR0DEvwLwAEdFIwbwA0eCUlJRg7dq1iIqKgo+PD9RqNWbNmgW1Wg0fHx9ERUVh7dq1KCkpcXSoREREREREvfRYxcfZirVVVQmbMTExDgzE/jgZgoZl//79yM3NBQAoZRK7DHro5O5m7c9LZu0vNzcXBw4csEvfREQ0PJcuXcLly5d7HfcODITU3b3HsTaDAdfOnsXNkpL7DnBbtWoVCgsLu24+dYiLi0NhYSFWrlzZ77UWiwU3S0pwraBAqKTVSeru3udAjO+++w6XLl3qsz2JRIJVq1bh+vXryMzM7P0G02JBm14Po06HNr1euGHVSaVSITMzE9evX8eqVasgkdjnbysREQ3etGnThO3uA9fsobVbBePucRDZC3MCREQ0VMwLMC9ARDRSMC9ANDDl5eVISEiASqXCzp07UVpa2ud5paWl2LlzJ1QqFRISEnD16lU7R0pERERERNQ/tVrdtdNtdV+n0G0yRI84RwH3B59C1Le6ujqsW7dO2H/2ES8oPOw7v0bh4YZnH/HCvqJmAMC6deuwYMECYUlaIiJyTv1VT/SZOLHHfnNNDa5rNDDdMxChO29vb+zevRsvvPBCv+d4eXnhk08+wbx585CamtrvUsvNt2+j9Phx/CAursdAB9+JE9FUXd3n43j00Uf77VepVCI1NRUpKSnQaDQ4e/Yszp07B41Ggzt37sBgMEAul2P8+PGIi4vDtGnTMGPGDMTFxXGgAxGRi5gxY4aw3VBVBf/wcLv13dAtmdE9DiJ7YE6AiIiGg3kB5gWIiEYK5gWIHiwrKwvp6enQ6XTCMamHDMGRUxD0kApyhRIGXTOqrxTjVukFmNuMAID8/HyoVCpkZGRgzZo1jgqfiIiIiIhIEBgYiNDQUFRWVlonH7S3A32sLGx37e3CZIhJkyYhICDAwQHZFydD0JDt2bMHjY2NAIDYIBmiA2UOiSMmUIbYIBnOVxuh1Wrx0UcfYePGjQ6JhYiIBqavQQ8SNzd4T5gAAGhvb0f1d9+htqzsvu3MmDEDv/vd7/DDH/5wQP3+7Gc/w/Tp0/Hiiy+ioKCgz3NMBgOunjmDgIgIBD/yiDWuoCBIJJJeFSgPHTqEN95444H9SiQSqNXqUTfrlohoNFCr1YiJiUFJSQl09fVobWzEGB8fm/fb2tgIXX09AGvl4Li4OJv3SdQdcwJERDQczAsQEdFIwbwA0f1t2bIFmzdvFvZ9g8MwZ2k64pIWw1PZ+3dF39wITe5nOHlgO7S3KqDT6ZCcnIzbt2/j9ddft2foREREREREfZoxYways7MBgwG4fBl45BFHhwR8/701HgDTp093cDD25wTTUcgVmc1m7Nq1CwAgAZAwWeHQeOInK9BZJ2vXrl0wm80OjYeIiPp39epVXLhwoddxr4AASD08YLh7F2UnT953wINEIsGmTZvwzTffDHjAQ6fw8HCcPHkS/+N//I/7VlmsLStD2cmTMNy9C6mHB7y6VYTsVFRUhPLy8kH1T0REI4tEIkFaWpqwX/OAAXti6d5PWloaKweTXTEnQEREw8G8ABERjSTMCxD1Lysrq8dEiOnPJWP9F+cx64W0PidCAICn0gezXkjD+i/OY/pzycLxN954A1lZWTaPmYiIiIiI6EGWL1/etXP6tOMC6e7MGWFzxYoVjovDQTgZgobkyJEjuH79OgAgyt8D4xVSh8bjr5AiarwHAKCiogJHjx51aDxERNS/P/3pT30e9w0ORsONGyg9cQKtWm2/1wcHB+Orr77Cf/zHf8DDw2NIMXh4eODtt9/GsWPHEBwc3O95Oq0WpSdOoKGyEj79nNdXNUsiIhpdlixZAl9fXwCAtrISTdXVNu2vqboa2spKAICvry8WL15s0/6I7sWcABERDQfzAkRENNIwL0DUW3l5OdLT04X9Bb/cimc27YBc4TWg6+UKLzyzaQcWpP9GOJaeno6rV6+KHisREREREdFgzJ8/H2FhYdady5eBO3ccG1BdnTUOAGFhYUhMTHRsPA7AyRA0JPv27RO2Z4V6OjCSLjMndcXx6aefOi4QIiK6r/4GPTTeuoXrGg3aTaZ+r124cCEuXLiAH//4x6LE8pOf/ARFRUVISkrq95x2kwnXCwvRdOtWn9/Pzs4WJRYiInJdSqUS27ZtE/ZvFBXBZDTapC+T0YgbRUXC/nvvvQelUmmTvoj6w5wAERENB/MCREQ00jAvQNRbWloadDodAOuKEHOWrB9SO3OWpgsrROh0Orz88stihUhERERERDQkUqkUKSkp1h2LBcjLc2xA+fnWOACkpqZCKnVsITtH4GQIGpKzZ88CAORSCaL8h1Z9S2wP+3tALrUuAVtQUODgaIiIqD/ffvttn8ebbt/u9xqZTIb/+3//L/7f//t/8Pf3FzWegIAA5OTk4P3334dMJuv3vP7i+/vf/y5URiYiotFr1apVQoUFk16PawUFMN9nIN9QmE0mXCsogEmvB2CtOLFy5UpR+yAaCOYEiIhoOJgXICKikYh5AaIuxcXFyM/PBwD4Bodh/vp3h9Xe/PXvwjfYWnU1Pz8fJSUlw46RiIiIiIhoONasWSOsEonz54GLFx0TSEmJtX9YV49cvXq1Y+JwME6GoEGrqalBZcfSqyHeUrhJJA6OyMpNIkGI0jqj6caNG6itrXVwREREJIaHH34Yf/vb3/CLX/wCEhv9zZFIJPj3f/93FBQUICoqatDX//73v7dBVERE5EokEgn27NmDgIAAAICuvh5Xz5wRrRKkyWjE1TNnoKuvB2AdtJeVlWWzv41E/WFOgIiI7I15ASIicgXMCxB12b17t7A9Z2k65AqvYbUnV3hhztL1fbZPRERERETkCP7+/sjIyOg6cOgQ0LE6nt3odNZ+O7z//vuiFxNyFZwMQYNWWFgobIcq3R0YSW8h3l3xdI+TiIhc0+rVq3Hu3Dk89thjdulv6tSpKCwsxEsvvTSo6w51e2NJRESjV2hoKPLy8uDj4wPAOvDh8vHj961yPBBN1dW4fPy4MODBx8cHeXl5CA0NHXbMRIPFnAAREdkT8wJERORKmBcgsjp27BgAQOohQ1zSYlHajEtaAqmHrEf7REREREREjrRs2TIkJSVZd5qbgc8+A0ReJbJfJhNw8CDQ0gIAWLhwIZYuXWqfvp0QJ0PQoF3stpzLRG/nHfjA5TGJiFyXj48P/uu//gt79uzB2LFj7dr32LFj8dFHH+Hzzz+Ht7f3gK45deoUbt26ZePIiIjIFcTGxuL48eNCJUiTXo9rZ8+iorAQrY2Ng2qrtbERFYWFuFZQAJNeD8Ba+fHEiROIjY0VPXaigWBOgIiI7IF5ASIiclXMC9Bo19TUhNLSUgBAcOQUeCp9RGnXU+mDoIdUAIDS0lI0NzeL0i4REREREdFQSSQS7N69G35+ftYDpaXWCQq2nhDRORHiyhUAgJ+fH3bv3j2qV4/kZAgatJaOmUQAMNbDuX55usdz9+5dB0ZCRERDNXPmTHz77bf413/9V4fG8W//9m8oKirCjBkzHniuxWLBH/7wBztERUREriA2NhYajQaJiYnCMW1lJUpPnMCVkydRd/Uq7tbXo91s7nFdu9mMu/X1qLt6FVe++QalJ05AW1kpfD8xMREajQZTp06110Mh6oU5ASIisjXmBYiIyNUxL0CjWVlZmbDdOXlBLMGRUwBY33t174eIiIiIiMhRQkJCkJOTgzFjxlgPXLwI7N0L6HS26VCnAz75xNoPAIVCgZycHEycONE2/bkI5yrhRy7BaDQK2+5uzjXwoXs8BoPBgZEQEdFgSSQS/M//+T/xv/7X/4K7u3O8Rfmnf/onfPPNN/j1r3+Nt99+GxaLpd9zDx06hLS0NDtGR0REziw0NBSHDx/G3r178corr0Cr1QIAdPX10NXXW0+SSOAhl0Pi5gZLezvaDAagj781vr6+eO+997By5cpRXc2BnANzAkREZCvMCxAR0UjCvACNVt0/j8sVSlHblo3xErb1HaulEBEREREROdrs2bPx5Zdf4umnn0Zra6t1hYht24BnnwWio8XrqKQEOHQI6Chep1Ao8OWXX2L27Nni9eGiuDIEDZpMJhO2Te393/xxhO7xyOVyB0ZCRESDMXHiRHz99dfYsmWL0wx46OTh4YG33noLX3/99X1n0f71r3+976AIIiIafSQSCVatWoXr168jMzMTMTExPU+wWNCm18Oo06FNr+814EGlUiEzMxPXr1/HqlWrOOCBnAJzAkREZAvMCxAR0UjEvACNRt0/jxt0zaK2bWztWq3S09NT1LaJiIiIiGgAamqATz8FXnvN+m9NjaMjchrz5s3DsWPH4OfnZz3Q3Gx9jn73O+DOneE1XldnbWffPmEihJ+fH/Lz8zF37tzhtT1CONddBXIJXl5dFRfutjnXzZ3u8YwdO9aBkRAR0UA99dRT+Pjjj+Hv7+/oUO7rySefRFFREVatWoWcnJw+zzGZTPDw8LBzZERE5OyUSiVSU1ORkpICjUaDs2fP4ty5c9BoNLhz5w4MBgPkcjnGjx+PuLg4TJs2DTNmzEBcXBwHOpDTYU6AiIjExrwAERGNdMwL0GgSEREhbFdfKRa17VulFwBYJxp174eIiIiIiOzg2DFg8WKgtrbrWECAdZA+B+QDsK4QUVxcjJSUFOTm5loPnj8PfPstEBUFzJwJPPww4DaAdQza24HvvwfOnAEuX+5RQCEpKQlZWVn3Ld4z2nAyBA1adLdlW242maAOdp5qi1VNJmG7V3UVIiJyKnK5HO+99x7S0tJc5oaOv78/vvzyS+zcuRMbNmzosdzz6tWrOeCBiIjuSyKRQK1WQ61WOzoUoiFjToCIiMTCvAAREY02zAvQaODt7Y3IyEiUlpbiVukF6Jsb4an0GXa7+uZGYXJFZGQklErlsNskIiIiIqIBqqsD/vVfAa225/HaWuvxK1eA8eMdEpqzCQkJQU5ODvbv349169ahsbHROpHh+++tX3I5EBLS9TV2LODuDphMwN27QFVV11e3/DMA+Pr64v3338fSpUtdJqduL5wMQYPWPUFX2Wy6z5n2133gAxOJRETO6cknn8TkyZORnp6ORx991NHhDJpEIsHatWvx4x//GNu3b8eNGzfw5JNP4pVXXnF0aEREREQ2x5wAERENF/MCRERERCPbvHnzUFpaCnObEZrczzDrhbRht6nJPQhzm1Fon4iIiIiI7Gj79t4TITo1NAD/5/8A//Efdg3JmUkkEixfvhxJSUn46KOPsGvXLlRUVFi/aTAAV69avwYoLCwMqampWL16tdOvsOwonAxBgxYYGIjQ0FBUVlaiqsmMdosFbk4wy6jdYkFVsxkAMGnSJAQEBDg4IiLHsVgsKCwsFJZaPn/+POrq6mA0GiGTyeDv74/Y2FhhqWW1Ws3ZgmQ3//Vf/zUiXqMfffRR7Nmzx9FhEBEREdkVcwJEroF5AXJmzAsQERERjWypqanYuXMnAODkge1QP7UMcoXXkNsz6Fpw8kBGj/aJiIiIiMhOLBbgv//7/uf8938Db70F8D5DD/7+/ti4cSNeffVVHDlyBPv27UNBQQFu3LjxwGsnTZqE6dOnY8WKFUhMTIRUKrVDxK6LkyFoSGbMmIHs7GwYzBZcrmvDIwEyR4eE7+vaYDBbAADTp093cDREjtHc3IyDBw/iww8/RElJSb/n3bx5ExcuXMC+ffsAADExMUhLS8OSJUu4rCwREREREd0XcwJEzot5ASIiIiIicrSYmBjEx8cjPz8f2lsVOJKxEc9s2jHk9o5kbIT2lrWKanx8PKKjo8UKlYiIiIiIHuTCBaCs7P7nlJUBxcXAlCn2icnFSKVSLFy4EAsXLgQA1NTUQKPRoKSkBHfv3oXBYIBcLsfYsWMRExMDtVo9IgoK2RMnQ9CQLF++HNnZ2QCA05V6pxj4cOaGXthesWKF4wIhcgCLxYJPPvkEGzZsgLavJakkEnjI5ZBIpbCYzWgzGKyzNjuUlJQgLS0NmzZtwrZt27Bq1SpWhCQiIiIioj4xJ0DkfJgXICIiIiIiZ5KZmQmVSgWdToeC7CyMnzQZc5amD7qdkwe2oyA7CwCgUCiQmZkpdqhERERERHQ/hw4N/DxOhhiQwMBAJCYmIjEx0dGhjBicDEFDMn/+fISFhaGiogKX69pwR2fGeIXjlmGp05lx+U4bACAsLIwvEjSq3Lx5E8uWLcPRo0d7HFeMGwe/kBAo/Pzg6e0Nt25LJbWbzdA3NUHX0ICGqiro6usBAFqtFqtXr0Z2djb27NmD0NBQuz4WIiIiIiJyfswJEDkX5gWIiIiIiMjZhIeHY/v27UhJSQEAHN7+Gu7cKMf89e9CrvB64PUGXQuOZGwUJkIAQEZGBsLDw20WMxERERER9WEwkyF+/WvbxkLUD06GoCGRSqVISUnBpk2bYAGQV67Diyqlw+LJL9ehs5ZdamoqpFLHDcIgsre5c+eirq5O2PcNDUVgRATG+Pj0e42bVAqFnx8Ufn7wDw9Ha2MjasrKoK2sBAAcPXoUcXFxyMvLQ2xsrM0fAxERERERuQ7mBIicC/MCRERERETkjJKTk3H79m1s3rwZAFCQnYXLp/IwZ+l6xCUtgaey92cWfXMjNLkHcfJABrS3KoTjW7ZswZo1a+wWO9FI09TUhLKyMhgMBsjlckRERMDb29vRYREREQ1JTU0NCgsLcfHiRbS0tMBoNEImk8HLywvR0dFQq9UIDAx0dJgjw/ffA5cuDezcixeBy5eBqCjbxkTUB06GoCFbs2YNtm7dCq1Wi/PVRjw2wYjoQJnd4yipMeJ8tREA4Ovri9WrV9s9BiJH6hzw4O7piUlTp8J7woRBtzHGxwdhajX8QkJwo6gIJr0etbW1ePLJJ3H8+HEOfCAiIiIioh6YE/j/2bv3+CjLO///r8mZIWeSgCRICQhSEiEJ+w3I2hbXQBDRbtWtlYNAOTW1i1T96ZdvdWv9fpeuh4KrchSRU9fW0K0bOQSq2FUh2SWJQFCIHBZIEJKQM5PjZH5/TDJJIIQc5pTk/Xw88nDumfu+rs+MNzNzf+b6XJeI+1BeQERERERE3NULL7zA4MGDWbFiBSaTibJvz5P2ygr2rH6OIXfEctvou/AZ4E9ddRXf5h3j8jfHMdfX2Y43Go2sWbNGhRAi3ZCbm8v69es5cOAAeXl5Nzw+evRokpKSWLZsGTExMS6IUEREpHPMZjN79uxh27ZtZGRkkN80qU9HoqKimDRpEk888QQzZszQRFrd1dlVIVrvv3KlY2IR6YCHqwOQ3issLIw1a9bYtnd9XYWpvtGpMZjqG9n1dZVt+4033iAsLMypMYi4A2NoKGOmTu3WgIfWAocMYczUqRhDQwEoLy9n+vTpnfoSKSIiIiIi/YdyAiLuRXkBERERERFxV0uWLOH48eNMmzbNdp+5vo6Cr7I48uctHPq3Nzny5y0UfJXVphBi2rRpHD9+XIUQIl105swZpk+fTmxsLG+//Xa7hRAAeXl5vP3228TGxjJ9+nTOnj3r5EhFREQ6VlxczKpVqxg5ciQPPvggqampnc5V5+fnk5qayqxZsxg5ciSrVq1qs8KydFJ3iiFEXEDFENIj8+bNY+bMmQBU1lnYebyKhkaLU/puaLSw41gVVXXW/h544AHmzp3rlL5F3IkxNJToyZPx8rHPLKxePj5ET55sG/hQVFTE4sWLsVic829bRERERER6B+UERNyD8gIiIiIiIuLuoqOjSU9P5/jx4zz55JOMGTMGg8HQZh+DwcCYMWN48sknyc3NJT09nejoaBdFLNI7bdy4kbvuuov9+/fb7vP09iFq3EQm/nABUx7/Ryb+cAFR4ybi6d2SR9i/fz+xsbFs2rTJFWGLiIi0YbFY2Lp1K6NGjWLlypWcP3++5UFfX4iOhu99Dx57DH76U1i61Prfxx6z3h8dbd2vyfnz51m5ciV33HEHW7duVa67s86ehZycrh2TnW09TsTJvFwdgPRuBoOBDRs2EBsbS2lpKXlX69lxrJI5dwXg5WG4dQPdZB30UMk3JfUAhISEsGHDhhsSJiJ9nZefHyMSE/H0su/buaeXFyMSEzl18CANNTXs27ePLVu2sHDhQrv2IyIi0hUWi4WsrCwyMjI4cuQIOTk5FBcXU1dXh4+PD2FhYcTFxTFx4kQmTZpEQkKCvh+KiDiQcgIirqe8gIiI9CfKC4iI9H4xMTG8+eabAFRUVHDmzBlqamrw8/Nj1KhRBAQEuDhCkd7r5Zdf5sUXX7RtB982nHvmriB+5mz8AoJu2L+mspzs3Tv5bPtqyr49j8lkYsmSJVy5coVf/epXzgxdRETEpqCggKVLl7J79+6WOw0GGDMG7r7b+l+PDuaAT0iw/rexEU6dgkOHrP+1WCgrK2P+/Pl88MEHbNy4kaFDhzr2yfR23V3l4U9/gmeesW8sIregYgjpscjISNLS0khKSqK6upoTRfVs+bKS2bH+GL3tv/iIqb6RHceqbIMejEYjaWlp+nCSfqGqqqrN9rAJE+w28+P1vHx8GDZ+POcyMwF4+umnefTRR5WEFBERp6usrGTHjh2sXbuW3Nzcm+536dIljh07xtatWwHrD2spKSnMmTNHn18iIg6inICIcykvICIi/ZHyAiIifVNgYCBxcXGuDkOkT9i4cWObQojER5Yw46nf4mv0v+kxfgFB3P1YCgkPzmPvmufJTN0IwAsvvEBERARLlixxeNwiIiKtffHFF8yaNYvS0tKWO+PiYPp0GDSoa415eMDYsda/q1chPd22ysHu3buJiYkhLS2NKVOm2PEZdKywsJCsrCxOnDhBVVWVbXIHf39/xo0bR0JCAhEREU6L55a6Wwyxa5eKIcTp7P+rtPRLU6ZM4cMPP2TAgAEA5F2t57VDZZworLNrP7mFdbx6qKzNoIcPP/zQqR9KIq70wQcf2G4HR0UROHiwQ/sLHDKE4KgoAMrKyti5c6dD+xMREWnNYrGwefNmbr/9dlJSUm4c8GAw4O3nh8/AgXj7+VlnhGglNzeXlJQUbr/9djZv3qzlLkVEHEQ5ARHnUV5ARET6E+UFRERERG7t3LlzrFixwrZ9/y9f4Ycr3+qwEKI1X6M/P1z5Fvev+BfbfStWrODs2bN2j1VERORmDhw4QFJSUkshREAAzJ8Pjz/e9UKI6w0aZG1n/nxru0BpaSlJSUkcOHCgZ213wGw2k5aWxqOPPsqwYcMYPHgw999/P88++ywvvfQSq1at4qWXXuLZZ5/l/vvvZ/DgwQwbNoxHH32Ujz76CLPZ7LDYbik/H5omSuqyjAzr8SJOpJUhxG6aPxyaq/Mq6yy8d7SSuCE+TB9pZJDRs9ttF5vM7D9jIudyy0CKkJAQp1fnibiSxWLhvffes21HjBrllH4jRo2irOkLytq1a1m6dKmWFhcREYfLz89n8eLF7Nu3r839xtBQQiIjMYaE4BcYiIdny3fMRrOZmooKTKWllBYUYCopAawD9xYtWkRqaiqbNm0iqmlAn4iI2I9yAiKOp7yAiIj0J8oLiIiIiHTOc889h8lkAqwrQtwz56lutXPP3BVcvXiGzNSNmEwmfvazn5Genm7HSEVERNr3+eef89BDD1FdXW29Y/RomD0bjEb7djRuHIwYATt3Ql4e1dXVPPTQQxw4cMCuvzcVFxezadMmNmzYwPnz57t0bH5+PqmpqaSmpjJ8+HCWLl3K4sWLCQsLs1t8nfKnP/Xs+H//d/jFL+wTi0gnqBhC7GrKlCkcP36cpUuXsnv3bgByLtfx5eU6xgzyZvIwP+4M88ajEz+YNlosnCyu5/DFGk5draf1fD0zZ85k48aNDB061EHPRMT9ZGVl8fXXXwPWH3wGBAU5pd8BQUEYQ0MxlZRw/PhxsrOzSUhIcErfIiLSP+Xk5DB9+nSKiops9wVHRRExalSHn38enp4YQ0IwhoQQFh1NdXk5hadP2wbv7du3j/j4eNLT07X8uoiIAygnIOJYyguIiEh/obyAiIiISOd9+umnAATfNpwZT/22R23NeOq3nPoinbJvz7N//35yc3OJiYmxQ5QiIiLtKygo4MEHH2wphIiJsRZCeDloaLPRCAsWwI4dcOIE1dXVzJo1i9zc3B7/7mSxWNi2bRvLly+nvLy87YO+vhAZCVFRMHQoDBxofY4NDXDtGly6ZF1NoaAAamsBOH/+PCtXruSVV15hzZo1zJs3z3kTFaWm9vx4FUOIE6kYQuwuMjKStLS0Nm/sFuDk1XpOXq3H19NAZIAnkYFeRAZ6MdDbgJeHgYZGC9fqLRRUNFj/Ks3UmtsuWRwcHMwbb7zB3LlzNQOd9DsZGRm22yGRkU7tOyQy0jaLVkZGhgY9iIiIw2RnZ3PvvffakgNefn4MmzCBwMGDu9zWgKAghickEBIZycWjR2moqaGoqIipU6dy8OBBpw18sFgsZGVlkZGRwZEjR8jJyaG4uJi6ujp8fHwICwsjLi6OiRMnMmnSJBISEvRdV0R6LeUERBxHeQEREekPlBdQXkBERES65565K/A1+veoDV+jP/fMfYq0V1YAsGHDBt588017hCciInIDi8XC0qVLKS0ttd7RvCKEowohmnl5wZw5sGUL5OVRWlrKkiVLSEtL6/b1eEFBQZvJwgAwGGDMGLj7but/PTxu3kBzzr2xEU6dgkOHrP+1WCgrK2P+/Pl88MEHzpks7PJl+PzznrXx2Wdw5Qp0I58j0h0qhhCHMBgMPPHEE8ycOZN33nmH9evX25b8qTVbOFvWwNmyhk63N3z4cJYtW8aiRYucv+SPiJs4cuSI7bYxJMSpfQ8IDm43DhEREXvKz88nOTnZNuDBGBrKiMREvHx8etRu4JAhjAkN5VxmJqaSEsrLy5k+fTrZ2dlERUXZI/R2VVZWsmPHDtauXUtubu5N97t06RLHjh1j69atAMTExJCSksKcOXMICAhwWHwiIo6inICIYygvICIifZ3yAsoLiIiISPd4evsQP3O2XdqKnzmHPaufw1xfx4EDB+zSpoiISHu2bdvWUjwQEOCcQohmXl7W/l59Faqq2L17N9u3b2fevHldbuqLL75g1qxZLUUdAHFxMH06DBrUtcY8PGDsWOvf1auQng45OQDs3r2bmJgY0tLSmDJlSpfj7LQ//xkslg532Td6NMl5eTffwWKxtrN0qV1DE7mZDkqNRHouLCyM559/njNnzpCWlsYjjzzCsGHDOnXssGHDeOSRR/joo484c+YMzz//vAY9SL+W0/TFBoMBv8BAp/Y9ICjIWq2KdWYuERERe7NYLCxatIiioiLAOuAhevLkHg94aObl40P05MkYQ0MBKCoqYvHixVhucRHfHRaLhc2bN3P77beTkpJy44AHgwFvPz98Bg7E28/P9hnbLDc3l5SUFG6//XY2b97skBhFRJxBOQER+1JeQERE+jLlBVooLyAiIiJdddvou/ALCLJLW34BQQy5IxaAvLw8Kisr7dKuiIhIa8XFxSxfvrzljocfBqPRuUEYjdZ+myxfvpzi4uIuNXHgwAGSkpJaCiECAmD+fHj88a4XQlxv0CBrO/PnW9sFSktLSUpKcmzB4q5dHT5c5+nJ0kceoc7Ts0ftiNiTVoYQp/D09OSBBx7ggQceAKCwsJDs7Gxyc3O5du0atbW1+Pr6MnDgQGJiYkhISCA8PNzFUYu4l+YvW96+vnjc6suEnXl4euLt60t9TQ1Xr151at8iItI/vPvuu6SnpwPg5efHiMREPO0864OnlxcjEhM5dfAgDTU17Nu3jy1btrBw4UK79ZGfn8/ixYvZt29fm/uNoaGEREZiDAnBLzCwzWd5o9lMTUUFptJSSgsKMJWUAFBWVsaiRYtITU1l06ZNDp2tUkTEkZQTELEP5QVERKQvU15AeQERERHpvubiBXu5bfRdFHyVhcVi4fTp08TFxdm1fRERkU2bNtlWhiQuDsaNc00gMTHW/nNyKCsr45133uH555/v1KGff/45Dz30ENXV1dY7Ro+2rjZh76KOceNgxAjYuRPy8qiuruahhx7ij3/8o337AetqFAcPdrjLgTvu4EJICH+54w7uP3ny5jsePAglJdA0MYWII6kYQlwiIiKC5ORkkpOTXR2KSK9RV1cHgMHJAx6aGTysiwnV1ta6pH8REem7KisreeaZZ2zbwyZMsNvMj9fz8vFh2PjxnMvMBODpp5/m0UcfJaBpJoWeyMnJYfr06bZZLAGCo6KIGDXKOpvyTXh4emIMCcEYEkJYdDTV5eUUnj5NWX4+APv27SM+Pp709HT94CAifYJyAiLdo7yAiIj0VcoLKC8gIiIiPeNr7Pl3mdZ8BvjbbtfU1Ni1bREREbPZzPr1660bBgNMn+7agKZNgy+/BIuF9evX8+yzz+J5izx8QUEBDz74YEshREyMtRDCzhM72BiNsGAB7NgBJ05QXV3N3Llz7d/Pf/wHmM0d7rIrNtb23w6LIRoarO3Nn2/HAEXa5+HqAEREpHN8mn78sdziC4ejWBobAfD19XVJ/yIi0nft2LGDsrIywDpIIHDwYIf2FzhkCMFNsymWlZWxc+fOHreZnZ3N1KlTbQMevPz8GDFpEsMTEjoc8NCeAUFBDE9IYERiIl5+fgAUFRUxdepUcnJyehyriIiI9E7KC4iISF+lvEBbyguIiIhIV9WaKu3aXl11le22X9P3EREREXv5+OOPuXDhgnVjzBgYNMi1AYWFWeMAzp8/f8Nqj9ezWCwsXbqU0tJS6x3NK0I4qhCimZcXzJlj7Q9suRS7Sk3t8OEGDw8+bFrF48Nx42jwuMUQ9Fu0J2IvKoYQEeklwsLCAKivraXRyQMfGs1m6ptmfhzk6i+gIiLSp1gsFtauXWvbjhg1yin9tu5n7dq1WCyWbreVn59PcnKybRlPY2goY6ZO7fHgjcAhQxgzdSrGpmUjy8vLmT59OvlNM0OKiIhI/6K8gIiI9EXKC9yc8gIiIiLSWZe/OW7X9r7NOwaAwWBglJO+n4mISP/xhz/8oWXj7rtdF0hrkyfbbr733nsd7rpt2zZ2795t3QgIcE4hRDMvL2t//v633rerysvhwIEOd/k0OpqSgQMBuDpwIH+Nju64zQMHoKLCXhGK3JSKIUREegnb8tcWCzVO/pJQXV4OTT8GxcfHO7VvERHp27KyssjNzQWsgwW6Oltidw0ICrINJjh+/DjZ2dndasdisbBo0SLbzI/G0FCiJ0/Gq2nm5p7y8vEhevJkW6xFRUUsXry4R4M0REREpHdSXkBERPoi5QU6pryAiIiIdMa3eceoqSy3S1s1leW24orRo0cTEBBgl3ZFRESaZWVlWW/4+tpWZHC5O++0xgNkZmbedLfi4mKWL1/ecsfDD4PR6Ojo2jIarf3a20cfQX19h7uk3nVX2+3Y2I7brKuztiviYCqGEBHpJSZOnGi7bWpeZstJqlstq9U6DhERkZ7KyMiw3Q6JjHRq3637ax1HV7z77rukp6cD4OXnx4jERDztPOuDp5cXIxIT8Wpainrfvn1s2bLFrn2IiIiI+1NeQERE+iLlBW5NeQERERG5FXN9Hdm7d9qlrezdOzDX1wGQlJRklzZFRERau3TpkvVGZCR4uMkQZg8PazzAxYsXbZMeXG/Tpk22lSGJi4Nx45wVYVsxMdb+7WnXrg4fbjQY+PN1z/ffY2JoNBh61K6IPbjJO4mIiNzKpEmTbLdLCwqc2nfr/lrHISIi0lNHjhyx3TaGhDi17wHBwe3G0VmVlZU888wztu1hEybYbebH63n5+DBs/Hjb9tNPP01VVZVD+hIRERH3pLyAiIj0RcoLdI7yAiIiInIrn21fTa2pZ98Pak1VfLZ9jW172bJlPYxKRESkA1FRro6grVaTJthWr2jFbDazfv1664bBANOnOyuy9k2bZo3DHqqqYO/eDnf5/Dvf4UpgYJv7rgQG8sV3vtNx23v3wrVrPQxQpGMqhhAR6SUSEhIYO3YsAKaSEqrL7bPM5a1Ul5djKikBIDY2lvj4eKf0KyIi/UNOTo71hsGA33UXzo42ICjIlhzIzs7u8vE7duygrGmW5OCoKAIHD7ZneDcIHDKE4KaEUFlZGampqQ7tT0RERNyL8gIiItIXKS/QecoLiIiISHt+8IMfAFD27Xn2rnm+R23tXfM8Zd+eB2DatGmMc9Vs1yIi0j8MHerqCNpqVQyRm5t7w8N79+7lwoUL1o0xY2DQIGdF1r6wMGsc9rB3L9TUdLjLrtjYLt1vU119y0ILkZ5SMYSISC9hMBiYP3++bbvw9Gmn9Nu6n5SUFAz2qigVEREBiouLAfD29cXD09OpfXt4euLt6wvA1atXu3SsxWJh7dq1tu2IUaPsGtvNtO5ny5YtTulTRERE3IPyAiIi0hcpL9A1yguIiIjI9V555RWMRiMAmakb+Wz76m6189n21WSmbgTAaDSybt06u8UoIiLSroEDXR1BW63iudbOSgZbt25t2bj7bmdEdGuTJ9unnV27brnLn25S9PCnmBi7tC/SEyqGEBHpRR599FHb7bL8fCouX3ZofxWXL1OWnw9AcHAws2fPdmh/IiLS/9TV1QFgcPKAh2YGD+slUW1tbZeOy8rKss0GYQwNtc4m6QQDgoIwhoYC8PXXXzulTxEREXEfyguIiEhfo7xA1ygvICIiItf7zne+w+rVLQUQe1Y/x5//+UlqTVWdOr7WVMWf//lJ9qx+znbfmjVriI6OtnusIiIibXh5uTqCtlrF016eICMjw3rD19d+KzL01J13WuPpiZoa2L27w10ybr+d/ODgdh+7GBJC5rBhHffx0Ue3XHlCpCfc7N1EREQ64u/v32b74tGjjAkNxcvHx+59NdTVcfHoUdv266+/TkBAgN37ERGR/s2n6TPMYja7pH9LYyMAvl1MENgSHUBIq+UynSEkMhJTSYlT+xQRERH3oLyAiIj0NcoLdJ3yAiIiInK9JUuWcOXKFV588UXAukLEqS/SuWfuU8TPnINfwI2FmzWV5WTv3sFn29dQ9u152/0vv/wyixcvdlrsIiLSjzU0uDqCtlrFc32eoLCwkPymiYOIjAQP+89D72U2890rVwjsatFAaCh8+y0A1/btI/w73+na8UeOQFXHRZS7brIqROvHEy9evPkOVVWwbh1MnNi12HoqMBC++13w9nZuv+J0KoYQEenFGmpqOJeZSfTkyXjasVrW3NDAucxMGpq+XM2YMYMFCxbYrX0REZFmYWFhXLp0ifraWhrNZjycOBNko9lMfdOMDoMGDerSsUeOHLHdNoaE2DWuWxlwkxkXREREpP9RXkBERHo75QW6TnkBERERac8LL7zA4MGDWbFiBSaTibJvz5P2ygr2rH6OIXfEctvou/AZ4E9ddRXf5h3j8jfHMdfX2Y43Go2sWbNGhRAiIuI81665OoK2WsUzcODANg9lZWW1bERF2bVbj8ZG/s/HH/P8wYMY6+t71ti8efYJ6jqdKYZ4Zc+ejhv55S/tGFEXDBgAzz8P/+f/gItWJhXHs395koiIOJWppISzhw/TUFd36507oaGujrOHD9tmlgoPD2fjxo0YDAa7tC8iItJaXFyc9YbFQk1FhVP7ri4vB4sFgPj4+C4dm5OTY71hMOAXGGjv0Do0ICgI9LksIiIiTZQXEBGR3kx5ga5TXkBERERuZsmSJRw/fpxp06bZ7jPX11HwVRZH/ryFQ//2Jkf+vIWCr7LaFEJMmzaN48ePqxBCRESc69IlV0fQVkGB7WZMTEybh06cONGyMXSoXbtd/R//wW/27+95IYSD5AwdyrlbTCJxNiyML2+7zUkRdVF1NfzTP8GKFa6ORBxIxRAiIn2AqaSEUwcPUnHlSo/aqbh8mVMHD9oGPAQFBZGenk6UnStaRUREmk1stQyiqbTUqX1Xl5W1G0dnFBcXA+Dt6+vUWSsBPDw98b5uWU4RERHp35QXEBGR3kp5ga5TXkBEREQ6Eh0dTXp6OsePH+fJJ59kzJgxN0xwYDAYGDNmDE8++SS5ubmkp6cTHR3toohFRKTfys93dQRttSqGSEhIaPNQVVVVy8Z1q0b0xMjiYn5+6JDd2nOEW60K0dX9XGbtWjh92tVRiIPYb+10ERFxibCwMIqLi2moqeFcRgbBUVFEjBplnR2qk6rLyyk8fZqyVl8yw8PD2b9/PxMmTHBA1CIiIlaTJk2y3S4tKCDMicn20lbJjNZxdEZd08zLBhcto2jwcF1de0NNDSUnThA6bhxefn4ui0NERESslBcQEZHeTHmB7lFeQERERG4lJiaGN998E4CKigrOnDlDTU0Nfn5+jBo1ioCAABdHKCIi/dXQoUO5dOmStfigsRFceI1r09hoK4YYNmwY4eHhbR6ua70ys5f9hl1PuHQJz6ZVK91Vp4sh7rqLl/fvd3A0PWA2w9GjMGqUqyMRB3CDdxEREemJv/zlLyQnJ9u2y/Lzyfv0U7757DOKz57lWkkJjWZzm2MazWaulZRQfPYs3/znf5L36adtBjwkJyeTnZ2tAQ8iIuJwCQkJtiUmTSUlVJeXO6Xf6vJy24zHsbGxxMfHd+l4Hx8fACzXfcY6i6Wx0SX9AnzxzDP8Zd48Dj37rMtiEBERkRbKC4iISG+mvED3KC8gIiIiXREYGEhcXByTJ08mLi5OhRAiIuJStlUXamvh1CnXBtPs5ElrPEBiYuINDzfnAQBoaLBbt14uvL7vjBODB3Ny8OBO7fv14MF8FRHh4Ih6qL7e1RGIg2hlCBGRXm7o0KHs2bOHLVu28PTTT1PWtLS3qaTE9mMOBgPevr4YPDywNDZSX1sL7VSVBgcH8/rrr7NgwYIblsoUERFxBIPBQEpKCikpKQAUnj7N8OuWnHSEwlbLH6akpHT5cy8sLIxLly5RX1tLo9mMhxNngmw0m62f5S5gunyZgoMHAcj/5BNMV65g7GTyQ0RERBxDeQEREenNlBfoOuUFREREREREpDf78Y9/TFpamnXj0CEYO9a1AQEcPmy7OX/+/Bse9vf3b9m4ds1u3e4fPZp6Dw+83bQoYkMXV9LcMGkSb/zHfzgomh7y8oLp010dhTiIVoYQEekDDAYDCxcu5MKFC6xbt842k5aNxUJ9TQ11JhP1NTU3DHiIjY1l3bp1XLhwgYULF2rAg4iIONWcOXMIDg4GrDMZV1y+7ND+Ki5fts18HBwczOzZs7vcRlxcnPWGxUJNRYU9w7ul6vLydgcvOsPFjz9uu/2Xv7gkDhEREWlLeQEREenNlBfoGuUFREREREREpDf7u7/7O4YPH27dOHUKrl51bUDFxbYVKoYPH95mJeZm48aNa9m4dMluXZcajfx/M2farT17yhk6lHWTJ3fpmLV3303O0KEOiqiHXn0VQkJcHYU4iIohRET6kICAAJYtW8axY8c4cuQIb731FvPnz+euu+4iMjKSsLAwIiMjueuuu5g/fz5vvfUWR44c4ejRoyxbtkzLYYqIiEsEBATw2muv2bYvHj1KQ12dQ/pqqKvj4tGjtu3XX3+9W59/EydOtN02lZbaJbbOqm6a7dkVLh440OG2iIiIuJbyAiIi0hspL9A1yguIiIiIiIhIb+bp6cnSpUutGxYLpKe7NqD9+22TDixbtgzPdlZ/TGi9imXTBAv2suZ73+OXDzxAvYd7DOe+4u/P2smT+duf/5yGLq6E2eDpyd/+/OesnTyZwoEDHRRhF3l5we9+B0895epIxIG8XB2AiIjYn8FgICEhoe0XMRERETe2cOFCUlNT2bdvHw01NZzLzCR68mQ8vex3yWJuaOBcZiYNNTUAzJgxgwULFnSrrUmtloMsLSggLDraLjF2RmlBgdP6aq3m6lWKsrLa3FeUlUVNSQl+oaEuiUlERETap7yAiIj0NsoLdJ7yAiIiIiIiItLbLV68mFdeeYWysjLIyYHx46H16gvOkptr7R/r6pGLFi1qd7eIiAiioqLIz8+HggJobAQ7Fi+s/v73+Sw6mn/buZNRXVwpo2TAAJY+/DCfjRjR4zjMHh4UDxwIPVg92uTjw89/9CN+/vd/T9i1a3g2NvY4rnvOnWPDrl2EVld37cCRI+Hf/g3+5m96HIO4N/coJRJxgcLCQj6+bjlfgLfffpu9e/dSWFjogqhERERE+ieDwcCmTZsIDw8HwFRSwtnDh+02E2RDXR1nDx/GVFICQHh4OBs3bsTQzYv4hIQEYmJibLFWl5fbJc5bqS4vtz2HsWPHOqXPZvkff4zlukSFpbGR/Ha+U4uI9AbKC4iIiIi4D+UFOkd5AREREREREekLwsLCWLNmTcsdu3aByeTcIEwma79N3njjDcLCwm66u21ihNpaOHXK7uEcGTaM+KeeYnt8fJeOC62u5v2dO1mSmUmRvz9XAgO7/Vfs79+jQog2DAaKexrPwIEszcjg/Z07u14IMXeutdBFhRD9goohpN8wm82kpaXx6KOPMmzYMAYPHsxPfvKTG/Z76aWXuP/++xk8eDDDhg3j0Ucf5aOPPsJsNrsgahEREZH+IyoqivT0dIKCggDrYIJTBw9SceVKj9qtuHyZUwcP2gYLBAUFkZ6eTlRUVLfbNBgMpKSk2LYLT5/uUYyd1bqf7s5e2V0XDhxo9/6LN7lfRMTdKC8gIiIi4t6UF7g15QVERERERESkr5g3bx4zZ860blRWws6d0NDgnM4bGmDHDqiqAuCBBx5g7ty5HR7yxBNPtGwcOuSQsCr9/Jj3k58w97HHqPT17fRxnhYLv9m/n082bCCqrMwhsTlbVFkZn2zYwEsHDuBpsXT+QH9/2LbN+hcQ4LgAxa2oGEL6vOLiYlatWsXIkSN58MEHSU1NtS5X1An5+fmkpqYya9YsRo4cyapVqyguLnZwxCIiIiL9V1xcHAcPHrTNBNlQU8O5jAzOZ2V1eZbF6vJyzmdlcS4zk4aaGsA68+Onn35KXFxcj2OdM2cOwcHBAJTl51Nx+XKP2+xIxeXLlDV9jw0ODuaRRx5xaH+t1ZaVceW//qvdxy5nZlLnpBkwRUS6Q3kBERERkd5DeYGbU15ARERERERE+hKDwcCGDRsICQmx3pGXZy1QcHRBRHMhxDffABASEsKGDRtuuXrkjBkzGD58uHXj1Cm4etVhIe5ISCB++XKOdHEih++fPcvR3/2OHx4/7qDInOPvjx/n6O9+x/fOnevagRMnWleDuEVhi/Q9Xq4OQMRRLBYL27ZtY/ny5ZRfl4T19TQQGehJVIAXQwO9GOhtwMvDQEOjhWv1Fi5VNJBf2UBBhZlas7Wq7Pz586xcuZJXXnmFNWvWMG/evG4vnywivZfFYiErK4uMjAyOHDlCTk4OxcXF1NXV4ePjQ1hYGHFxcUycOJFJkyaRkJCg9woRkS6Ki4sjOzubxYsXs2/fPsA6qKAsPx9jaCghkZEMCA5mQFAQHp6etuMazWaqy8upLiujND8fU2lpm3aTk5PZtGlTj2Z+bC0gIIDXXnuNRYsWAXDx6FHGhIbi5eNjl/Zba6ir4+LRo7bt119/HX9/f7u0XXH+PMfffJPaDgYu1JWXY7lJ0snS0MAnixfj0zRzZ3t8g4KI/cUvCGxODomIOIHyAiLiCMoLiIg4nvICN1JeQERERERERPqiyMhI0tLSSEpKorq6Gk6cgC1bYPZsMBrt36HJ1KYQwmg0kpaWxtChQ295qKenJ0uXLmXlypVgsUB6Ojz+uP1jbHI6PJy7f/5z/t++fTz71792+rjQ6mr+fds21k6ezNOzZlHj7e2wGO3Nr76e3/3Hf/CzjIyuH/zss/B//y84IC8j7k/FENInFRQUsHTpUnbv3m27zwCMCfPm7ig/xoR549HBj5AJt1mXGGq0WDhVXM+h/BpOFddjAcrKypg/fz4ffPABGzdu7NQHoYj0fpWVlezYsYO1a9eSm5t70/0uXbrEsWPH2Lp1KwAxMTGkpKQwZ84cArT0lohIp0VFRbFnzx62bNnC008/TVnTUo6mkhJMJSXWnQwGvH19MXh4YGlspL621pp0uE5wcDCvv/46CxYssPtAtIULF5Kamsq+ffuss1VmZhI9eTKeXva71DI3NLSZxXLGjBksWLDAbjOTf7VxI+f37u1RGyUnTtxyH09fXyb9v//Xo35ERDpLeQERsTflBUREnEt5gRbKC4iIiIiIiEhfNmXKFD788EMeeugha0FEXh689ho8/DCMG2e/jnJzYdcuqKoCrIUQH374IVOmTOl0E4sXL+aVV16x5ilycmD8ePvGeJ16Ly/+vwce4C933MG2999ncFPsnZFy+DDfO3uWx+bM4cSQIQ6L0V7GXb7M+zt2EHPlStcOHDwYtm2DadMcE5j0Ch6uDkDE3r744gtiY2PbDHiIG+LDc1OC+WlcIGPDfToc8NCah8HA2HAffhoXyHNTgokb0lI1tnv3bmJiYvjiiy/s/hxExH1YLBY2b97M7bffTkpKyo0DHgwGvP388Bk4EG8/P7ju/SU3N5eUlBRuv/12Nm/ejKWdH+NERKR9BoOBhQsXcuHCBdatW0dMTEzbHSwW6mtqqDOZqK+puWHAQ2xsLOvWrePChQssXLjQITPyGgwGNm3aRHh4OGAdlHH28GEa6urs0n5DXR1nDx+2DfQIDw9n48aNdn0uQ7/3vRs+v+zOYLD2IyLiBMoLiIg9KS8gIuI6ygsoLyAiIiIiIiL9Q1JSEgcOHCAkJMR6R2UlvPce/P73cPVqzxovLra2s3WrrRAiJCSE/fv3c99993WpqbCwMNasWdNyx65d1tUmHGz/mDHc9ctfsm/06C4dF3PlCv/9xhssPXy43Qkk3ILFwrJDh/jvN97oeiHE9Olw9KgKIUQrQ0jfcuDAgZYKQSDAx8DDY/0ZF9HzpW8GGT15PDaA8YPr2PV1FZV1FkpLS0lKSuLDDz8kKSmpx32IiHvJz89vsxR7s+al2I0hIfgFBt6wFHtNRQWm0lJKCwpsP1KVlZWxaNEiUlNT7boUu4hIfxAQEMCyZctYunQp2dnZZGRkcOTIEbKzs7l69Sq1tbX4+voyaNAg4uPjmThxIpMmTSI+Pt4hAx2uFxUVRXp6OlOnTqW8vBxTSQmnDh5k2IQJBA4e3O12Ky5f5uLRo7aZH4OCgkhPT7f7Z8jt06dzb1AQh//3/6a6sNCubQMMiIjg7t/+lsGJiXZvW0TkesoLiIg9KS8gIuIelBdQXkBERERERET6vilTpnD8+PG2K3/n5MCXX8KYMTB5Mtx5J3h0Yg74xkY4eRIOH4ZTp9oUAsycObNHK3/PmzePDz74wBpjZSXs3AkLFoAdV4lsT2FAAPc/8QQrVq9mVXExnf3la0BDA+v/9Cem5eWx6NFHKTUaHRpnV4SYTGz+4x/5+06sONmGtzesWgUrVnTufJA+T8UQ0md8/vnnbQY8jB7kzexYf4ze9n2zGxfhw4iQYHYeryLvaj3V1dU89NBDHDhwoEtLJomIezt+/DiPPfYYRUVFtvuCo6KIGDWKAUFBNz3Ow9MTY0gIxpAQwqKjqS4vp/D0acry8wHYt28f8fHxpKenExcX5/DnISLSlxgMBhISEkhISHB1KDeIi4vj4MGDTJ8+naKiIhpqajiXkdGpz47rXf/ZAdaZH/fv38+ECRMcED0MmTSJGX/6E5m/+hUFn35qt3Yjf/ADEv/v/8WveQYPEREHUl5AROxJeQEREfejvIDyAiIiIiLupqKigtOnT9sKdEeNGkVgYKCrwxIR6bUiIyNJS0tj27ZtLF++nPLycmshw8mT1j9fX4iMbPkbONBahNDQANeuQUFBy19tbZu2g4ODeeONN5g7d26PJk8wGAxs2LCB2NhYSktLIS8PduyAOXMcWxDR0IDl97/nd8XF/BX4g4cHIxsbO334j3Jz+ZuLF5n9+ON8Fh3tuDg76Z6zZ9n5+98zrLy8aweOGgXvvw9umB8S11ExhPQJBQUFPPjgg7YBDzERPsyO9cfLwzEz/hi9PVgwIYAdxyo5UWQd+DBr1ixyc3O7XTEoIu7l7//+76moqADAy8+v27N4DQgKYnhCAiGRkbZZvIqKipg6dSoHDx7UwAcRkT4kLi6O7OzsNrMHl+XnU5afb5s9eEBwMAOCgm6YPbi6vJzqsjJK8/MxlZa2aTc5Odkpswf7hYTwvbfeIu/3vyfntddorKvrdlsePj7EPfMMox9/3CmzcIqIKC8gIvamvICIiHSV8gItlBcQkd6ssrKS8PBwV4chIm4sNzeX9evXc+DAAfLy8m54fPTo0SQlJbFs2TJiYmJcEKFIW4WFhWRlZXHixAmqqqqoq6vDx8cHf39/xo0bR0JCAhEREa4OU8TGYDDwxBNPMHPmTN555x3Wr1/P+fPnrQ/W1sLZs9a/Tho+fDjLli1j0aJFhIWF2SXG5qKNpKQk629TJ07Ali0wezY4YuUFk8lacPHNNwB8bTSSt2ULn//4xzzRhWaGlZdzcP16Xr7vPv7v3/0d5lb5CWfxNJt54S9/4Vcff4xnqxU7OuWJJ+DNNyEgwDHBSa+lYgjp9SwWC0uXLrVW2dEy86OjBjw08/IwMOeuALZ8WUne1XpKS0tZsmQJaWlpSuyK9AHNAx6MoaGMSEzEy6ezi4u1L3DIEMaEhnIuMxNTSQnl5eVMnz6d7Oxsh/+IJSIizhMVFcWePXvYsmULTz/9NGVlZQCYSkowlZRYdzIY8Pb1xeDhgaWxkfra2jbLcjYLDg7m9ddfZ8GCBU77fmkwGBgzezYRCQl88eyzVHQhidQsMDqaKa+9RsiYMQ6IUETkRsoLiIgjKC8gIiLdobyA8gIi0js0D2RuLl5rbeTIkRrILCLtOnPmDCkpKezfv7/D/fLy8sjLy+Ptt99m2rRprFu3jmg3mIFb+g+z2cyePXvYtm0bGRkZ5Ldade5moqKimDRpEk888QQzZszA0wUDpEWuFxYWxvPPP8+zzz7L3r172bp1K5mZmVy8ePGWxw4bNozExETmz59PcnKyQ87pKVOm8OGHH7asWp6XB6+9Bg8/DOPG2a+j3FzYtQuqqgAwGo18+OGHjB8/ngjgALAO6Gx5gKfFwq8PHODe06eZ85OfcNGJqzkOKy1l57/9G/ecO9e1A/39Yf16a7GJSDs8XB2ASE9t27aN3bt3AxDgY3DKgIdmXh7W/vx9rP3t3r2b7du3O6VvEXE8Y2go0ZMn93jAQzMvHx+iJ0/GGBoKQFFREYsXL8bS1SpXERFxawaDgYULF3LhwgXWrVt3449lFgv1NTXUmUzU19TcMOAhNjaWdevWceHCBRYuXOiSAbUhd95J8h//SPDo0V06Lnj0aJL/+EcNeBARp1JeQEQcRXkBERHpDuUFlBcQEfd15swZpk+fTmxsLG+//TZnzpxpd7/mQcyxsbFMnz6ds90oDhORvmXjxo3cddddbQohPL19iBo3kYk/XMCUx/+RiT9cQNS4iXh6t+QR9u/fT2xsLJs2bXJF2NLPFBcXs2rVKkaOHMmDDz5IampqpwohAPLz80lNTWXWrFmMHDmSVatWUVxc7OCIRTrH09OTBx54gA8++IALFy5w5coV9u7dy6uvvsqvf/1r/vf//t/8+te/5tVXX2Xv3r0UFhZy4cIFPvjgA2bOnOnQ4p6kpCQOHDhASHNBQWUlvPce/P73cPVqzxovLra2s3WrrRAiJCSE/fv3c99999l22wnEAf/Vxea/d+4cR1ev5m8uXOhZnJ30NxcucHT16q4XQvzN38CXX6oQQjqklSGkVysuLmb58uW27YfH+mP0dm6Nj9Hbg4fH+rP1aCUAy5cv5/7777fbkkoi4hpefn6MSEzE08u+H5WeXl6MSEzk1MGDNNTUsG/fPrZs2cLChQvt2o+IiLheQEAAy5YtY+nSpWRnZ5ORkcGRI0fIzs7m6tWr1NbW4uvry6BBg4iPj2fixIlMmjSJ+Ph4t5hR3ODhQVVBQZeOqSoowKCZYkTEiZQXEBFHUV5ARER6SnkBERH3snHjRlasWIHJZLLd5+ntw22j72LIHbH4GgOoNVVy+ZvjfJt3DHN9HdAykHnNmjUsXrzYVeGLiAu9/PLLvPjii7bt4NuGc8/cFcTPnI1fQNAN+9dUlpO9eyefbV9N2bfnMZlMLFmyhCtXrvCrX/3KmaFLP/L+++/zwgsvUF5e3vYBX1+IjISoKBg6FAYOBC8vaGiAa9fg0iXIz4eCAqitBeD8+fOsXLmSV155hTVr1jBv3jy3uEYRaRYREUFycjLJycmuDgWwrhBx/Phxli5dapu8i5wc6wD+MWNg8mS4807w6MTvV42NcPIkHD4Mp061mUBh5syZbNy4kaFDh95w2Bngb4GyJ5/E+NZbnY49pLqa3e++y/gVK/g26MbPNHu5rbyc3e++S0h1ddcOfO45+M1vwE4TFknfpWII6dU2bdpk+xIXN8SHcRGuedOLifAhbogPOZfrKCsr45133uH55593SSwiYh/DJkyw28yP1/Py8WHY+PGcy8wE4Omnn+bRRx8lIKCzC5aJdI7FYiErK8v2Q2tOTg7FxcXU1dXh4+NDWFgYcXFxth9aExISlMQQcQCDwUBCQgIJCQmuDqVLvj10iIZr17p0TMO1a1w+dIjIH/zAMUGJiFxHeQERcRTlBaQvUF5AxD0oLyAi4noayCwi3bVx48Y27x+JjyxhxlO/xdfof9Nj/AKCuPuxFBIenMfeNc+TmboRgBdeeIGIiAiWLFni8Lil//nHf/zHlg2DwToA++67rf/taAB283VKY6N14PWhQ7YB2GVlZcyfP58PPvjgpgOwRcQqMjKStLQ0tm3bxvLly62/XVks1sKGkydbCpOa/64vTCooaPlrKkxqFhwczBtvvMHcuXM7zN3VA9defBHjrFkwbx5cudKp2MOvXeOxL79k9fe/35OXoEM/+fJLwruSYxg8GLZvh6Qkh8UkfYuKIaTXMpvNrF+/HgADMH2k0aXxTBtp5MvLdViA9evX8+yzzzp0iSURcZzgqCgCBw92aB+BQ4YQHBVFWX4+ZWVl7Ny5k2XLljm0T+k/Kisr2bFjB2vXriU3N/em+126dIljx46xdetWAGJiYkhJSWHOnDkahCMiXDxwoNvHadCDiDiD8gIi4ijKC0hvp7yAiNiD8gIi0ldoILOIdNeZM2dYsWKFbfv+X77CPXOe6vTxvkZ/frjyLQYNG8me1c8BsGLFCu677z6io6PtHa6IVVwcTJ8OgwZ17TgPDxg71vp39Sqkp1tntgd2795NTEwMaWlpTJkyxQFBi/QNBoOBJ554gpkzZ/LOO++wfv16zp8/b32wthbOnrX+ddLw4cNZtmwZixYt6tpq5NOmwbFj8MQTsG9fpw6ZmJ/f+fa7IaEr7c+YAe+9BxERDotH+p5OrLsi4p727t3LhQsXABgT5s0go2sHGIQZPRkzyBuwLhe2r5MfJCLiepZWS4oBRIwa5ZR+W/ezdu3aG+IQ6SqLxcLmzZu5/fbbSUlJuXHAg8GAt58fPgMH4u3nZ50RopXc3FxSUlK4/fbb2bx5s85JkX6ssb6egoMHu3Vs/ief0Fhfb+eIRERupLyAiNiL8gLSVygvICL2oryAiPQV7Q1k/uHKtzoshGiteSDz/Sv+xXbfihUrONuFQWwi0nulpKRgMpkAayFVVwohWrtn7goSH7EWUZlMJn72s5/ZK0SRFgEBMH8+PP541wshrjdokLWd+fOt7QKlpaUkJSVxoJtF0yL9SVhYGM8//zxnzpwhLS2NRx55hGHDhnXq2GHDhvHII4/w0UcfcebMGZ5//vmuFUI0i4iA3bvhd78Db+9b7n7FwROjdKp9b29YvRo++kiFENJlWhlCeq3m2aoA7o7yc2EkLSYP8+PkVWuC97333mPmzJkujkhEOuPo0aO228bQUAYE3bgcriMMCArCGBqKqaSE48ePk52d3euWShf3cenSJebNm3fDoDtjaCghkZEYQ0LwCwzEo9XsxI1mMzUVFZhKSyktKMBUUgJAWVkZixYtIjU1lU2bNhEVFeXU5yIirnflv/6LuoqKdh+L+ru/Y8LTT/Pla6+R/8knNzxeV1HBlf/+b267+25Hhyki/ZzyAiJiL8oLSF+gvICI2JPyAiLSV9hzIPPVi2fITN1oG8icnp5ux0hFxN189dVX7N+/H4Dg24Yz46nf9qi9GU/9llNfpFP27Xn2799Pbm4uMTEx9ghVeoHCwkKysrI4ceIEVVVV1NXV4ePjg7+/P+PGjSMhIYGILgz8zcjIaHvH6NEwezYY7bx68rhxMGIE7NwJeXlUV1fz0EMPceDAAa0QIdIJnp6ePPDAAzzwwAOA9b0gOzub3Nxcrl27Rm1tLb6+vgwcOJCYmBgSEhIIDw+3XwAeHrBiBVRWwj/9U4e7Hh4+3H79tiPj9ttvvdOvfgVPPeXQOKTvUjGE9FrNX+x8PQ2MCbt19Zoz3Bnmja+ngVqzhczMTFeHIyKdlJWVZbsdEhnp1L5DIiNtPzRnZGRo0IN023333UdxcbFtOzgqiohRozocxOPh6YkxJARjSAhh0dFUl5dTePo0ZU3L0+3bt4/4+HjS09OJi4tz+HMQEfdxsZ1ZXTx8fEh47jlG/fjHGAwG7vnXf+Wb998n+5VXaKyru+F4DXoQEUdTXkBE7EV5AekLlBcQEXtSXkBE+oLjx49rILOIdNu2bdtst++Zu6LTK8rcjK/Rn3vmPkXaK9bVajZs2MCbb77ZozbFfZnNZvbs2cO2bdvIyMggv+k6uyNRUVFMmjSJJ554ghkzZuDp2f5KyAUFBcybN6/ljpgYayGEl4OGgRqNsGAB7NgBJ05QXV3NrFmzyM3NZejQoY7pU6SPioiIIDk5meTkZOd2/PHHHT5c7eXFnjvvdGgIe+68kxovL/waGm6+0yefwIsvOjQO6bs8XB2ASHcUFhbavihGBnricd1y3q7iYTAQGWD9Mnrx4kWKiopcHJGIdMaXX35pu20MCXFq3wOCg223jxw54tS+pW9pHvDg5efHiEmTGJ6Q0OXZTAcEBTE8IYERiYl4+VlnVy4qKmLq1Knk5OTYPWYRcU+NZvMNMzsGjRxJ8h/+wB2PPYah6bu3wWBg9E9+QvIf/kDQyJFt9s//+GMazWanxSwi/Y/yAiJiT8oLSF+gvICI2IvyAiLSV2zYsMF2254DmdtrX0T6nr/+9a8AeHr7ED9ztl3ajJ85B09vHwAOtFN8Kr1fcXExq1atYuTIkTz44IOkpqZ2qhACID8/n9TUVGbNmsXIkSNZtWpVm0kPACwWC0uXLqWsrMx6R/OKEI4qhGjm5QVz5lj7A0pLS1myZAkWi8Wx/YpIz125Ap991uEu6WPGcM3X16FhVPn5kd70HnJTn30GhYUOjUP6Lq0M0Ytd/4WnP/mkVRI2KsC9TuPIQC/Ollkr2D755BPuvfdeF0fkGu2dn/35nLUXva6OYRv0YDDgFxjo1L4HBAWBwQAWC//1X//V5wZL6Zx1jJu9hsbQUOuABR+fHrUfOGQIY0JDOZeZiamkhPLycqZNm8Zf/vKXPj27g85Xx9Fr6xiOel2rL1+m5upV23bUgw8yOiWFej+/9j+nQkJIePttTr39NgVpaQDUXL1K/ldfMWDIkB7H42w6N6U36c/nq/IC7k2f/Y6j19YxlBdwHJ2zjqG8gGPofHUcvbaOobyAY+jclN5E52vH9u3bB9h/IPOe1c9hrq9j3759fe77u73os99x9No6Rnuv4ZkzZwC4bfRd+AV0rdD8ZvwCghhyRywFX2WRl5fHuXPn8PfvWaGWO+tP56vFYuEPf/gDv/rVr6ioqGj7oK8vREZCVBQMHQoDB1qLCxoa4No1uHQJ8vOhoABqawE4f/48K1eu5F/+5V94+eWX+XHT6mzvv/8+u3fvtrYbEOCcQohmXl7W/l59Faqq2L17N2+//TY//vGPndO/E/Snc9aZ9Lo6TmdeW7/t2wm4ReFSamysXeO6aT933cVDX3118x0aG6ncvp2a1qvfuIDOz97JYFGJXq9QVFRERESEq8NwS4/F+JNwm2Mr07oi69ta3s+tcnUYItIN3n5+fHf6dKf3+1V6OvU1NU7vV/oWY2go0ZMn42nHZIe5oYGzhw9jKimxW5si4v4MwLKhQxnu50dqURFHKis7fezfBATwcHg4/1NTw4ZLl+grF5uFhYWEh4e7Ogzp55QXuDnlBUTEXpQXkN5MeQERsRflBW6kvIC4A+UFui9q3ER+vv2Q3dp7a85kCr7Kslt7IuLeJv5wAQ+/aL+VYHb9ZilH/rzFbu2JmzIYYMwYuPtu6389PG59TGMjnDoFhw5Z/3urIZ3z58O4cXYJt0tyc2HrVuf3KyLdkg5M6+DxOk9PIv7pnygfMMDhsQRVV1P40kv4dLCSZDqQ7PBIuk55AffnXlPniXTDQG+Dq0Now93iEZHOM3h6uqbfzlz4inTAy8+PEYmJdh3wAODp5cWIxEROHTxIgwbmiPQbFmDdpUvdOva/Kyv57y4MkhARsQd3uw53t3hEpPOUF5DeSnkBEbEn5QVEpK8Zcod9Z7q9bfRdKoYQ6Ud8jQF2bc9nQN9dCUKaxMXB9OkwaFDXjvPwgLFjrX9Xr0J6OuTk3LwPVxRCAMTEWPu/WWwi4jZCgVutXf6XO+5wSiEEQPmAAXw8ahQzTp266T73AiFAqVMikr5Ev7JIr+fl4V6DDNwtHhHpPEsHlacO7bex0SX9igsYDHj7+eEzcCDefn7WGSHsYNiECXj5+Nilret5+fgwbPx4h7QtIiIiYg/udh3ubvGISOcpLyAOp7yAiIiIiNNpILOI9EStyb6FnnXVWlG2zwoIsK7W8PjjXS+EuN6gQdZ25s+3ttuawWAttnCladPsltMQEcd5kFvPlr8rtguFwxYLM7/6ij3vvMORNWvY8847zPzqq1uvZNOF/ryxxi3SVVoZQnq9hkb3WmTX3eIRkc6rr62l0WzGw4kzQTaazdTX1jqtP3E+Y2goIZGRGENC8AsMbHN+NZrN1FRUYCotpbSgAFNJSZfbD46KInDwYHuGfIPAIUMIjoqiLD/fof2IiIiIdIe7XYe7Wzwi0nnKC4gjKC8gIiIi4loayCwiPXH5m+N2be/bvGN2bU/cxOjRMHs2GI32bXfcOBgxAjZsgObV28aM6XmxRU+FhVnjOHnStXGISIcevsXjDR4efNjJVWYGXbvGu3/8Iw9+9VWb+2ecOsV/fPe7LPyHf+DqwIG3bOfDcePYsGsXnh0UUDwMbO1UVCItVAzRi3311VeEhYW5OgyXePvtt3nppZcAuFbvXoMMWsfzT//0T/z85z93YTSuU1xczHe/+9029/Xnc9Ze9Lo6xpIlS/jzn/8MFgs1FRUYQ0Kc1nd1ebmtQvaxxx7jX//1X53WtzP0l3P2+PHj/PjHP6a4uNh2X3BUFBGjRjEgKOimx3l4emIMCcEYEkJYdDTV5eUUnj7dZnBBWFgYf/jDH4htqo62WCz87d/+Ld988w0AEaNGOehZtRUxapQtrrFjx/Lpp59i6GOzPfSX89UV9No6hl5Xx2jvdRVxV/3537zyAu5Nn1GOo9fWMZQXcJz+cs4qL9A39Jfz1RX02jqGXlfHUF5AehP9m7+5yspKRo4cCThuILPBYODMmTP4+2uliOvpM8px9No6Rnuv63e+8x3+53/+h2/zjlFTWY5fwM2v7TqrprLc9p40atQoDh061OM23VlfPV+//fZbvv/971NWVma9IybGWgjh5aBhmEYjhIa2FEPcfbdj+umqyZNtxRCzZs1i8+bNLg6o5/rqOetqel0dp6PX1lBZyaCxY6Gu7qbH/zU6ulMFDD84fZod//ZvRFZUtPv4g199xdHf/Y45P/kJn94iV1ns789fo6O598yZm+7zgI8PRV9/jeX6lXGcRHmB3knFEL1YWFgY4eHhrg7DJRITE223L1U0kHCbrwujaaugosF2e9KkSf32/1F7+vM560h6XXsuMTHROugBMJWWOnfQQ/MFMvC3f/u3/eL/ZV87Z7Ozs/nRj35EeXk5AF5+fgybMKFbszIOCApieEICIZGRXDx6lIaaGoqLi/nRj37EwYMHiYuL48iRI7YBD8bQ0A4HVdjTgKAgjKGhmEpK+Prrr7l48SIJCQlO6duV+tr56k702jqGXleR/qU//5tXXqD36c/nq6Ppte055QWcq6+ds8oL9G197Xx1J3ptHUOvq0j/on/zNxceHs7o0aPJy8tz2EDm0aNHM2LEiB632V/ofHUcvbaOce+99/Luu+9irq8je/dO7n4spcdtZu/egbneOig1OTm5X/5/6+3nq8ViYcGCBS2FEM0rQjiqEKLZxYvW//r6WldkcAd33mmNp7aWL7/8slf/f+1Ibz9n3ZVeV8exvbYHDnRYCAGQ2jT5ys14mc38ev9+/vfBg3h0sJIDQGRFBR9v3Mg/33svLyUl0dDB6supd93VYTGEoa6OsMxM+MlPOuxTpDUPVwcg0h2tf2TJr2zoYE/naz3ooT/8GCTSF7T+t1paUODUvlv3N2nSJKf2LT2Xn59PcnKybcCDMTSUMVOndmvAQ2uBQ4YwZupUjKGhAJSXlzN9+nTy8/PJyMiw7RcSGdmjfrqqdX+t4xARERFxNuUFRMSelBeQ7lJeQERERMR9JSUlAdgGMttD64HMze2LSN/0xBNP2G5/tn01taaqHrVXa6ris+1rbNvLli3rUXviGtu2bWP37t3WjYAA5xRCVFVBU96ByEjwcJPhnh4e1niAixcvUlRU5OKARKSNXbs6fLjRYODfY2Ju+vh3Skr4z7Vr+T+ffHLLQohmHhYLv/r4Y/66bh3DS0puut+/x8TQeKsVZ28Rv8j13OTTUaRrPDw8bEtwF1SYaezkG66jNVosFFSaARg2bJgqGEV6ieZlcgFMJSVUN19IOlh1eTmmpi9/sbGxxMfHO6VfsQ+LxcKiRYtsF/XG0FCiJ0/Gy8fHLu17+fgQPXmybeBDUVERixcv5siRI7Z9nDlbKcCA4GDb7dZxiIiIiDib8gIiYk/KC0h3KC+gvICIiIi4t9YDjTWQWUS6auzYsUybNg2Asm/Ps3fN8z1qb++a5yn79jwA06ZNY9y4cT2OUZyruLiY5cuXt9zx8MNgNDq+4/z8lttRUY7vrytaTZqQlZXlwkBEpI1r12Dv3g53+eI73+FKYGC7j/3Dl1/y5erVTL5woVvd333+PF+uXs2jR4+2+/jlwEAODR/ecSN791qfh0gnqRhCeqVNmzZhaRroUGu2cKq43sURWZ0srqfWbI0rMTHRxdGIyK1YLBY2b958w2CDwtOnndJ/635SUlJsg7mkd3j33XdJT08HwMvPjxGJiXjaedYHTy8vRiQm4uXnB8C+ffv4+OOPrQ8aDPjd5MLEUQYEBUHTeZqdne3UvkVERERaU15AROxBeQHpCeUFlBcQERER9xYTE2MrfNZAZhHpjnXr1mFsGuyembqRz7av7lY7n21fTWbqRgCMRiPr1q2zW4ziPJs2bbKtDElcHDjrc+Dy5ZbbQ4c6p8/OalUMkZub68JARKSNvXuhurrDXXbFxt5wn7Gujnf++Ef+sHMnQTU1PQohuKaGP+7YwaYPPsBYV9ep/tswmWDfvh7FIP2LiiGk1zGbzaxfv77NfYfye/bmay+HL7bEMX/+fNcFIiK3lJ+fz/3338+iRYtaLliblOXnU9H6gtIBKi5fpqypgj84OJjZs2c7tD+xr8rKSp555hnb9rAJE+w28+P1vHx8GDZ+vG27oKAAAG9fXzw8PR3S5814eHri7esLwNWrV53at4iIiEgz5QVExB6UF5CeUF5AeQERERFxfxs3buTMmTO2bQ1kFpGuio6OZvXqlveNPauf48///GSnV5qpNVXx539+kj2rn7Pdt2bNGqKjo+0eqzhWm5y0wQDTpzuv89aDiAcOdF6/ndEqnmuawV3Efezadctd/hQT02Z7fEEBWWvW8NP//m+7hrLov/6LrDVrGN+U07T1f6tiCOjU8xBppmII6XX27t3LhaYleLyazuBTxfVcNZldGBUUm8ycumqdiXL48OEkJye7NB4RubmcnBzi4+PZ16qCNDgqisFjxti2Lx49SkM7lan20FBXx8VWS4G9/vrrBAQEOKQvcYwdO3ZQVlYGWM+dwMGDHdpf4JAhBDctedk8A7LByQMemhk8rB++tbW1LulfRERERHkBEekp5QWkp5QXUF5ARERE3NuZM2dYsWLFDfdrILOIdEVFRQUTJ05k8eLFtvsyUzey5tE4Dr3/NjWV5e0eV1NZzqH332bNo3G2QiqAl19+uU1b0nu0zkkzZgwMGuS8zs2t8t52XpGyx1rFozyBiJuoqYGPPupwl8xhw7gYEmLdsFj4xeefk/nmm9xZVOSQkO4sKiLzzTf5xeefQ1Nu80JICP81bFjHB370Eei9RTrJzT4hRW5t69atttvjB/uQ9W0dFiD9jInHY133o+H+MyYsTbeXLVuGp4t+jBKRjmVnZ3PvvffaZn308vNj2IQJBA4ejMViwVRaSmVhIQ01NZzLzCR68mQ87XhBaW5o4FxmJg1Ny4nNmDGDBQsW2K19cTyLxcLatWtt2xGjRjml34hRo2yzhgJYzK4Z7GdpbATAt2kmSBERERFnU15ARHpCeQHpKeUFlBcQERER95eSkoLJZAIg8ZElBITfxl/WvQRYBzKf+iKde+Y+RfzMOfgFBN1wfE1lOdm7d/DZ9jWUfXvedv+oUaM0kFmkn5g8eXKb1WVaK/v2PGmvrGDP6ucYckcst42+C58B/tRVV/Ft3jEuf3Mcc33LBAtGo5E1a9bo/aMXa52T5u67ndt56zxzQ4Nz+76VVvEoTyDiHnz++leo6rjwd1fTqgxhVVVs+eMfeeDrr7vWia8vzJkD27e3Xb2mo0PMZv71ww9Jystj4T/8A8X+/uyKjeV/Xbx484MqK+HAAXjgga7FJ/2SiiGk18nIyADA19PAzDuMfFVUT3WDhZzLdYwfXMe4CMcsR96R3MI6ci5b39gNBgOLFi1yegwicmv5+fkkJyfbBjwYQ0MZkZiIl4/1fcNgMBA1YQLffPopDXV1mEpKOHv4cJt9eqKhro5zmZmYSkoACA8PZ+PGjRgMhh63Lc6TlZVFbm4uYD2HBgTdmCR3hAFBQRhDQ23nT31tLY1mMx5OHGTXaDZT31R1PciZs12IiIiItKK8gIh0l/ICYg/KCygvICIiIu7t+PHj7N+/H4Dg24Yz46nf4mv0JyB0MB+9/gz1NaYuD2TGYACLhdOnT5Obm0tMTIyLnp2IOMvNCiFaM9fXUfBVFgVfZd10n2nTprFu3TqtKNPLNeek8fW1rgzhTK1zUteuObfvW2kVz8CBA10YiIg0873FqhBgLYa495tv2P7++wytqOhaB3feCe+/D+PHwy9+AY89BidPdvrwWV9/zdHVq5nzk5+wKzaWf9mz5xbB7lIxhHSKh6sDEOmKwsJC8ptmv4oM9CTA15MHxxhtj+/6ugpTfaNTYzLVN7Lr65ZqOovFYluqXETch8ViYdGiRRQ1LellDA0levLkGwYz+AwYwIjJk/FomvXRVFLCqYMHqbhypUf9V1y+zKmDB20/WAcFBZGenk5UVFSP2hXnsyU6gJDISKf23aY/i4Warl6U9FB1ebltybr4+Hin9i0iIiICyguISPcpLyD2oryA8gIiIiLi3jZs2GC7fc/cFfga/QH4Xw8v4qk/ZnPHpCTb480DmY/8eQuH/u1Njvx5CwVfZbUphLhjUhL3Ll7Zbvsi0jds27bthvs8vX2IGjeRiT9cwJTH/5GJP1xA1LiJeHp3PFmCwWBgzJgxPPnkk+Tm5pKenq5CiF6udU6ayEjwcPJwyyFDWm5fuuTcvm+loMB2U4WCIq7nDfjs29fhPrmDB/PT//5vDmza1PVCiMWL4cgRayEEWP975Ah0cYKwoRUV/GXjRhb+939zYvDgjnf+8EOor+9anNIvaWUI6VWyslqqqaMCrKdvwm2+HLtSx9fF9VTWWdh5vIoFEwLw8nD8jGoNjRZ2HKuiqq7tIIesrCySk5Md3r+IdN67775Leno6AF5+foxITMTTq/2PQWNwMCOnTOHc4cM01NXRUFPDuYwMgqOiiBg1qksz/lWXl1N4+jRlzRfHWGd+3L9/PxMmTOjRcxLXOHLkiO22MSTEqX0PCA5us20qLXVqDNVlZbbbEydOdFq/IiIiIs2UFxCR7lJeQOxFeQEr5QVERETEXR04cACwDmSOnzm7zWOhUdEsXLuby6dz+a9d73A68y8Un/+mzaQGBoOBsOF3MCrxPhIfWczgkeOoqSznr1texVxfZ2tfRPqGl19+mRdffNG2HXzbcO6Zu4L4mbPxC7jx+r+mspzs3Tv5bPtqyr49b7t/8eLF/OxnP2PUqFEEBAQ4JXZxjtY5aVwxqUXrPlvll9xCq2KIhIQEFwYiIgBTAY+mVZFv5ruFhcR0deKfoCDYtAkeffTGxwYOtD6WlARLlsAt+m/mYbGw8pNPaLzVqsmlpXDwIEyb1rWYpd9RMYT0KidOnLDdHhpoPX0NBgMPjx3I64fLqW6wkHe1nh3HKplzl2MHPlgHPFTyTYm18szHE+rM1sdyc3M16EHEjVRWVvLMM8/YtodNmHDDzI/XMwYHc8cPfkD+l19SWVgIQFl+PmX5+RhDQwmJjGRAcDADgoLw8PS0HddoNlNdXk51WRml+fmYSkvbtJucnMymTZs082MvlpOTY71hMOAXGOjUvq8fcFNaUECYE2cSKW2VzJg0aZLT+hURERFppryAiHSH8gJiT8oLWCkvICIiIu6ooqKCvLw8AG4bfVe7A5kBhoyK4cHn1gBQU1VBSf4Z6mtr8fb1ZdCwUfgObDuQ2S8giCF3xFLwVRZ5eXlUVlZqsLNIH7Bx48Y2hRCJjyxhxlO/ta0o0x6/gCDufiyFhAfnsXfN82SmbgRg06ZNTJw4kbi4OIfHLc7VOifN0KHOD8Df3zoQubzcWnzQ2Oj81Sna09hoK4YYNmwY4eHhLg5IRB7uxD4eXV3Z/O674fe/h+HDO97vH/4B/tf/gscfh8OHO918p+LZtUvFEHJLKoaQXqWqqsp2e6B3y4CGID9PFsQFsCmrgvpGOFFUz5YvK5kd64/R2/5fAE31jew4VmUb8ODtAdOiB/DRN9UAXLt2ze59ikj37dixg7KmmeuCo6IIvNUSW018BgxgxKRJlFy4wLcnTmBuWnbLVFKCqaTEupPBgLevLwYPDyyNjdTX1kI7X9SCg4N5/fXXWbBgAYZbVbWKWysuLgbA29e3zYAXZ/Dw9MTL15eG2lrAei5Wl5d3aVbS7qouL7ed97GxscTHxzu8TxEREZHrKS8gIt2hvIDYk/ICyguIiIiI+zp9+rTt9pA7Yjt1jJ9/IEPvvPXg5dtG30XBV1lYLBZOnz6tAc8ivdyZM2dYsWKFbfv+X77CPXOe6vTxvkZ/frjyLQYNG8me1c8BsGLFCu677z6inVi0Lo7XOifNwIGuCWL4cDh2DGpr4dQpGDvWNXG0dvKkNR4gMTHRxcGIiAfwQ3s2aDDAr34FL74IN1lh+Qbf+Q7853/CSy/B//t/7ebJu+XPf4a1a8HJuVjpXdygTFCk8+rq6my3r5/dcUSwN/MnBNA8xiHvaj2vHSrjRGEd9pRbWMerh8raDHiYPyGAyEBv2z61TV/2RMT1LBYLa9eutW1HjBrVpeMNBgODhg9nbFISkXfdhd/1s7xYLNTX1FBnMlFfU9PuF7mhQ4dy/vx5Fi5cqAEPfUDzZ5HBRV+yrx9oUdgqse9IrftJSUnRuSwiIiIuobyAiHSV8gJib8oLKC8gIiIi7qv19biv0b4rN/gMaJkpvqamxq5ti4jzpaSkYDKZAOuKEF0phGjtnrkrSHxkCQAmk4mf/exn9gpR3ETrnHSnBwTbW0JCy+1Dh1wTw/Vazfw+f/5818UhIgDcA0TYq7HISPjkE/jNb7r+vuflBS+/bD3eXqvpFBbC55/bpy3ps1QMIb2KT6vl6xsab/xhcfQgHxYnBDLAy/pDTGWdhfeOVvL745VcNZl71Hexyczvj1ey9WglVXXWvgd4GVicEMjoQT5t4vH19e1RXyJiP1lZWeTm5gJgDA3t9kx5nt7ehI0YweipU7nj+98nMjaWkGHD8AsMxNvPD08fH7z9/PALDCRk2DAiY2PxCwwE4NKlS3zzzTd2e07iWs2fRRZzzz5XusvS2Nhmuyw/n4rLlx3aZ8Xly5Tl5wPW2Uxnz57t0P5EREREbkZ5ARHpKuUFxN6UF1BeQERERNxX6+vxWlOlXduuq26ZGdzPz8+ubYuIcx0/fpz9+/cDEHzbcGY89dsetTfjqd8SfNtwAPbv32/LQ0jf0DonTUODa4K4804ICbHePnUKrl51TRzNioutcQDDhw8nOTnZtfGICI/Yq6GHHoKjR+EHP+hZOz/4gbWdBx+0R1SQmmqfdqTPclG5okj3+Pu3zLZwrb79ZXRGBHvz9OQgdn19ja+LrbM05lyu48vLdYwZ5M3kYX7cGeaNRydmrmq0WDhZXM/hizWculpP6x7Hhnnz8Fh/gvw8bohnoKuWRRORG2RkZNhuh0RG9rg9g8GAMTgYY3Bwp/YvOH7cFkdC62p96bXCwsK4dOkS9bW1NJrNN8zI6EiNZjP17cwyfPHoUcaEhuLVOhFjJw11dVw8etS2/frrrxNw/UyoIiIiIk6ivICIdJXyAmJvygsoLyAiIiLua1SrleAuf3Pcrm1/m3cMsF4TjOriinMi4l42bNhgu33P3BX4Gv072PvWfI3+3DP3KdJeWWFr/8033+xRm+I+WuekuXbNNUF4eMCkSbB3r3VV0vR0ePxx18QCsH+/bXXUZcuW4emi1TNFxMoA/Kinjfj6wu9+Bz/7GdhrRdiwMPjzn2HtWnj6aejJqup/+hO88Yb1/VCkHSqGkF5l3LhxttuXKhpIuK39mRaD/DxZMCGArG9r+fCUiZoGCxbg5NV6Tl6tx9fTQGSAJ5GBXkQGejHQ24CXh4GGRgvX6i0UVDRY/yrN1JrbDq4Y4GXgwTEDSbjNp81S4AUVLdW/MTEx9n3iItJtR44csd02NlfKO8mAVgMjWschvVtcXBzHjh0Di4WaigqnnlfV5eW2pEJrDTU1nMvMJHryZDztuDSnuaGBc5mZNDQt9zxjxgwWLFhgt/ZFREREukp5ARHpKuUFxN6UF1BeQERERNxXYGAgo0ePJi8vj2/zjlFTWY5fQPdWh2utprLcVlwxevRoFYeK9HIHDhwAwNPbh/iZ9ln5Ln7mHPasfg5zfZ2tfekbWuekuXQJXDXZRWIifPopVFdDTg6MHw+tY3OW3Fxr/1hXj1y0aJHzYxCRNiYBQ3vSwHe/C++/D7GxdoqoFYMBfv5zuOceeOwx+Prr7rVz6RJkZsLkyfaNT/oMFUNIr9J69rT8yo6XHjMYDEwc6sfYMB8yC2rJyK+htMa6hHit2cLZsgbOlnV++bIQPw8mRfmRGOnLQJ8bK8xaD3rQLG8i7iOn6SIMgwG/wECn9j0gKMj6pc5iITs726l9i+NMnDiRrVu3AmAqLXXuoIeysps+Ziop4ezhw4xITLTLTJANdXWcy8zEVFICQHh4OBs3bmwz4E9ERETE2ZQXEJGuUl5A7E15AeUFRERExL0lJSWRl5eHub6O7N07ufuxlB63mb17B+b6Olv7ItJ7VVRUkJeXB8Bto++yS8EUgF9AEEPuiKXgqyzy8vKorKxU4VQf0SbXm5/vukAGDoQHH4Q//MG6vWsXjBgBRqPzYjCZrP02eeONNwgLC3Ne/yLSrod7cvDSpdYVIRz9XnLXXXDkCKxYARs3dq+NXbtUDCE3pTVDpFeJiIggKioKgIIKM43tzIJ1vYE+Htw7YgDP/20wCyYEcFeED8F+nTv1g/08uCvCh4UTAnj+b4O5d8SAdgc8NFosFFSaARg2bBjh4eFdeFYi4kjFxcUAePv64uHkpfk8PD3x9rXOVHv16lWn9i2OM2nSJNvt0oICp/Z9q/5MJSWcOniQiitXetRPxeXLnDp40DbgISgoiPT0dNtnsIiIiIirKC8gIl2lvIDYm/ICIiIiIu5t2bJlttufbV9NramqR+3Vmqr4bPuadtsXkd7n9OnTtttD7rDvDNi3jb4LAIvF0qYf6d1a56QpKIDGRtcFk5AAY8dab1dWws6d0ND5CX96pKEBduyAKuvn6gMPPMDcuXOd07eIdKhbxRDBwZCaCuvXO6+oymiEDRvggw+s/XfVrl3trporAloZQnqhSZMmkZqaSq3ZwqniesaGd26WKw+Dge+G+/Ddpv2r6hrJr2jgcpWZOrMFcyN4eoCPp4Eh/p5EBXrh384Ah/acLK6n1mx9o01MTOzeExMRh6irs87SYnDygIdmBg/r+0htba1L+hf7S0hIICYmhtzcXEwlJVSXl1tn+3Sw6vJy2yCEsWPH8vV1S8eFhYVRXFxMQ00N5zIyCI6KImLUqC7FVl1eTuHp05S1mtEiPDyc/fv3M2HCBLs8DxEREZGeUl5ARLpCeQGxN+UFRERERNxbTEwM06ZNY//+/ZR9e569a57nhyvf6nZ7e9c8T9m35wGYNm0a48aNs1eoIuICra/PfY32XbnBZ4C/7XZNTY1d2xbXas5JU1sLp061FCQ4m8EADz8Mr78O1dWQl2ctUJgzB7wcOAy0uRDim28ACAkJYcOGDVo9UsQNTAC+08Vj6hIT+eJnPyPr3Dmqfv1r6urq8PHxwd/fn3HjxpGQkEBERIT9g232yCPwN38Ds2fDF190/rj/+R/48kuIi3NUZNKLaWUI6XWeeOIJ2+1D+d2/ePD38eDOMB9+8J0BTBtpZMYdRqaNNPKD7wzgzjCfTg94ADh8sSWO+fPndzsmEbE/Hx/rQCeL2eyS/i1NswL4Ns0EKb2fwWAgJaVlSeVCJ83q0bqfBQsW3PD4X/7yF5KTk23bZfn55H36Kd989hnFZ89yraSExuv+HTSazVwrKaH47Fm++c//JO/TT9sMeEhOTiY7O1sDHkRERMStKC8gIl2hvIDYm/ICIiIiIu5v3bp1GJtmuM1M3chn21d3q53Ptq8mM3UjAEajkXXr1tktRhFxjdbX57WmSru2XVfdshKNn5+fXdsW12qdk+bQIdcFAhAUBAsWWAsjAE6cgC1bwGRyTH8mE7z7rrUfrJ+HaWlpDB061DH9iUiXdKVMtxH4XUAAxsxM7p0/n2effZaXXnqJVatW8dJLL/Hss89y//33M3jwYIYNG8ajjz7KRx99hNkRufXhw+HTT+HFF8GjC8PYv/rK/rFIn6BiCOl1ZsyYwfDhwwE4VVzPVZNrfshsVmwyc+pqPQDDhw9v84OTiLheWFgYAPW1tTf84OtojWYz9U0zSwwaNMipfYtjzZkzh+CmJdvK8vOpuHzZof1VXL5sG4wQHBzMI488csM+Q4cOZc+ePWzevNkWG4CppISC48c5/dlnHN+9m6/S0/n6wAG+Sk/n+O7dnP7sMwqOH8dUWmo7Jjg4mM2bN7Nnz56WJT9FRERE3ITyAiLSFcoLiCMoLyAiIiLi3qKjo1m9uqUAYs/q5/jzPz9Jramqg6Na1Jqq+PM/P8me1c/Z7luzZg3R0dF2j1VEnGvUqFG225e/OW7Xtr/NOwZYi+hb9yO9X+ucNKdOwdWrrg0oIAAslpbtvDx47TVbwYLd5ObCq6/aVoQwGo18+OGHTJkyxb79iEi3+d96FwAuAj8Anq6spDNZ8vz8fFJTU5k1axYjR45k1apVFBcXdzvOdnl5wUsvwSefQGdzkFWd+z4v/Y+KIaTX8fT0ZOnSpQBYgPQzDqps7aT9Z0w0f71ctmwZnp6eLo1HRNqKa14ay2KhpqLCqX1Xl5fbLkDj4+Od2rc4VkBAAK+99ppt++LRozTU1Tmkr4a6Oi4ePWrbfv311/H3b/9yxmAwsHDhQi5cuMC6deuIiYlpu4PFQn1NDXUmE/U1NW0TJEBsbCzr1q3jwoULLFy4UMtaioiIiFtSXkBEukJ5AXEE5QVERERE3N+SJUv4zW9+Y9vOTN3ImkfjOPT+29RUlrd7TE1lOYfef5s1j8bZVoQAePnll1m8eLHDYxYRxwsMDGT06NGAtXjhZu8HXVVTWW4rrhg9ejQBAQF2aVfcQ+ucNBYLpKe7NqD9+2+8r7IS3nsPfv/7nhdrFBdb29m61TbwOCQkhP3793Pffff1rG0RsavOvBv9CRgPfAbg6wvR0fC978Fjj8FPfwpLl1r/+9hj1vujo637NTl//jwrV67kjjvuYOvWrViuyyn22Pe/D19+CT/84a33nTbNvn1Ln+Hl6gBEumPx4sW88sorlJWVkXO5jvGD6xgX4eP0OHIL68i5bP2RKzg4mEWLFjk9BhHp2MSJE9m6dSsAptJSjCEhTuu7uqysTRzStyxcuJDU1FT27dtHQ00N5zIziZ48GU8v+329Mjc0cC4zk4aaGsA648SCBQtuWW0dEBDAsmXLWLp0KdnZ2WRkZHDkyBGys7O5evUqtbW1+Pr6MmjQIOLj45k4cSKTJk0iPj5eAx1E+jiLxUJWVpbtfSEnJ4fi4mLq6urw8fEhLCyMuLg42/tCQkKC3hdExC0pLyAinaW8gDiK8gIi0tsoJyAi/dELL7zA4MGDWbFiBSaTibJvz5P2ygr2rH6OIXfEctvou/AZ4E9ddRXf5h3j8jfHMde3FLkajUbWrFmjQgiRPiYpKYm8vDzM9XVk797J3Y+l9LjN7N07bO8fSUlJPW5P3E/rnDQ5OTB+PIwb5/xAcnOt/d9MTo51UPGYMTB5Mtx5J3h0Yr7sxkY4eRIOH7auftFqsPPMmTPZuHEjQ4cO7Xn8ImJX/wO8BTzZzmPVwApgA1jfC+6+2/re0NF7QkKC9b+Njdb3gkOHbO8JZWVlzJ8/nw8++MD+7wmDBsGf/gTr18MvfwlN+dA2fv5zGDHCfn1Kn6JiCOmVwsLCWLNmDfPnzwdg19dVjAgJxujtvMVOTPWN7Pq6ZdmdN954g7CwMKf1LyKdM2nSJNvt0oICwpy4fG1pQUG7cUjfYDAY2LRpE/Hx8RQVFWEqKeHs4cOMSEzEy6fnA/Ea6uo4l5mJqaQEgPDwcDZu3NilHyANBgMJCQkkNF+siEi/VVlZyY4dO1i7di25ubk33e/SpUscO3bMNmAwJiaGlJQU5syZo1mMRMStKC8gIp2lvIA4ivICItJbKCcgIv3dkiVLuO+++/jZz37G/qaZtM31dRR8lUXBV1k3PW7atGmsW7eOaCdeQ4iIcyxbtoy3334bgM+2rybhwXn4Gttfga8zak1VfLZ9TZv2pe+5PifNrl3WQblGo/OCMJms/bbjX//1X3nhhRcob16p9ORJ65+vL0RGtvwNHAheXtDQANeuQUFBy19tbZs2g4ODeeONN5g7d64KpUXc2HLgKvALIBRoBD4EXgBOxMXB9OnWYoOu8PCAsWOtf1evWlfEaSrE2r17NzExMaSlpTFlyhT7PRGDAX72M7jnHnjhBfjwQ+v7WUgI/OIX8OKL9utL+hzn/UIsYmfz5s1j5syZAFTWWdh5vIqGRjsvwXMTDY0WdhyroqrO2t8DDzzA3LlzndK3iHRNQkICMTExAJhKSqgut88yl7dSXV5u+7E6NjaW+Ph4p/QrzhUVFUV6ejpBQUGA9Rw7dfAgFVeu9KjdisuXOXXwoO0cCgoKIj09naioqB7HLCL9i8ViYfPmzdx+++2kpKTcOOjBYMDbzw+fgQPx9vOzJhhayc3NJSUlhdtvv53Nmzfbf8lLEZEeUF5ARDpDeQFxJOUFRMSdKScgItIiOjqa9PR0jh8/zpNPPsmYMWNuOqjzpz/9Kbm5uaSnp6sQQqSPiomJYdq0aQCUfXuevWue71F7e9c8T9m35wFrIdU4V6wWIE7ROidNZSXs3GktKnCGhgbYsQOqqtp9+LHHHuP06dOsWrWK4cOHtzxQWwtnz8Jnn8H778PmzbBhg/W/779vvf/s2TaFEMOHD2fVqlV88803zJs3T4UQIm6uEfg1EAlEAeHAjwICODF/Pjz+eNcLIa43aJC1nfnzoWmyhNLSUpKSkjhw4EDP2m5PTAz8+79DURFcvGgt1nrpJfD0tH9f0meoGEJ6LYPBwIYNGwhpWto+72o9O45VOnzgg3XAQyXflNQDEBISwoYNG/TFT8RNGQwGUlJalrUsPH3aKf227iclJUXvEX1YXFwcBw8eJDw8HICGmhrOZWRwPiury4NsqsvLOZ+VxbnMTBqalnwLDw/n008/JS4uzu6xi0jflp+fz/3338+iRYusS/Y2MYaGEhkbyx3f+x6xM2fy3enTGXvffXx3+nRiZ87kju99j8jYWIyhobZjysrKWLRoEffffz/5+fkueDYiIjdSXkBEOkN5AXE05QVExB0pJyAi0r6YmBjefPNNTp48SVlZGR9//PEN+6xatUoDmUX6gXXr1mFsmtE/M3Ujn21f3a12Ptu+mszUjQAYjUbWrVtntxjF/VyfkyYvz1qg4OiCiOZCiG++AawrNrQnLCyM559/njNnzpCWlsYjjzzCsGHDOtXFsGHDeOSRR/joo484c+YMzz//vFZCFullaoACoGT0aHjmGbD3d9px46ztjh4NQHV1NQ899BBffPGFfftpNmgQREXBgAGOaV/6FC9XByDSE5GRkaSlpZGUlER1dTUniurZ8mUls2P9MXrbv9bHVN/IjmNVtgEPRqORtLQ0hg4dave+RMR+5syZw8qVKykrK6MsP5+QyEgChwxxWH8Vly9T1vSjUHBwMLNnz3ZYX+Ie4uLiyM7OZvHixezbtw+Asvx8yvLzMYaGEhIZyYDgYAYEBeHRqlK50Wymuryc6rIySvPzMZWWtmk3OTmZTZs2aeZHEemynJwcpk+fTlFRke2+4KgoIkaNYkDTrLXt8fD0xBgSgjEkhLDoaKrLyyk8fdr2ubZv3z7i4+NJT0/XYCwRcQvKC4hIZygvII6mvICIuBPlBEREOicwMJDY2FhXhyEiLhIdHc3q1atZunQpAHtWP8fVi2eY8dRv8TX63/L4WlMVe9c8byuEAFizZo1WlOkHrs9Jc+IEbNkCs2dDU4GNXZlMbQohjEYj27dvZ9asWe3uXlhYSFZWFidPnmTcuHHccccd1NfXU9qUcwgNDcXLywtfX18GDhxITEwMCQkJtkkeRKSXi4mxvh95OWhouNEICxZY35dOnKC6uppZs2aRm5ur38rEpVQMIb3elClT+PDDD3nooYeorq4m72o9rx0q4+Gx/oyL8LFbP7mFdez6uoqqOusMk0ajkQ8//JApU6bYrQ8RcYyAgABee+01Fi1aBMDFo0cZExqKl4/93iOaNdTVcfHoUdv266+/TkDTEmHSt0VFRbFnzx62bNnC008/bZtxzVRSgqmkxLqTwYC3ry8GDw8sjY3U19ZCO8vLBwcH8/rrr7NgwQLNHioiXZadnc29995LedMstF5+fgybMIHAwYO73NaAoCCGJyQQEhnJxaNHaaipoaioiKlTp3Lw4EENfhARt6C8gIjcivIC4gzKC4iIOzh27BgPP/ywcgIiIiIinbBkyRKuXLnCiy++CFhXiDj1RTr3zH2K+Jlz8Au4sZC0prKc7N07+Gz7Gsq+PW+7/+WXX2bx4sVOi11c6/qcNHl58Npr8PDD9p2JPTcXdu2CqiqgJSc9fvz4G3b96U9/Sk5OTqdWc4uKimLSpEk88cQTJCUl4dlq4gaR/qK5cOjEiRNUVVVRV1eHj48P/v7+jBs3joSEBCIiIlwdZocs1+cVR492bCFEMy8vmDPHWgiWl0dpaSlLliwhLS1NuUxxGRVDSJ+QlJTEgQMHmDVrFqWlpVTWWXjvaCVxQ3yYPtLIIGP3v7QVm8zsP2Mi53Kd7b6QkBDS0tI04EGkF1m4cCGpqans27ePhpoazmVmEj15Mp52/AJobmjgXGYmDTU1AMyYMYMFCxbYrX1xfwaDgYULF/Loo4+yc+dO3n77bXJzc1t2sFiobzo/2hMbG0tKSgqzZ8/WYBkR6ZZLly6RnJxsG/RgDA1lRGJijwf6BQ4ZwpjQUM5lZmIqKaG8vJzp06eTnZ2tWWpFxC0oLyAit6K8gDiD8gIi4mqPPfaYcgIiIiIiXfDCCy9gNBp55plnACj79jxpr6xgz+rnGHJHLLeNvgufAf7UVVfxbd4xLn9zHHN9S57QaDSyZs0aFUL0Q9fnpKmshPfeg7g4mD4dBg3qfuPFxbB/P+Tk2O5qnZNuvQpcs7S0tE43n5+fT2pqKqmpqQwfPpylS5eyePFiwsLCuh+ziJszm83s2bOHbdu2kZGR0eXCoRkzZrhd4dAf/vCHlo2AAOcUQjTz8rL29+qrUFXF7t272b59O/PmzXNO/yLXUTGE9BlTpkzh+PHjLF26lN27dwOQc7mOLy/XMWaQN5OH+XFnmDcenag+a7RYOFlcz+GLNZy6Wk/rGrqZM2eyceNGLesj0ssYDAY2bdpEfHw8RUVFmEpKOHv4sF1+DALrzI/NPwYBhIeHs3HjRlW89lMBAQEsW7aMpUuXkp2dTUZGBkeOHCE7O5urV69SW1uLr68vgwYNIj4+nokTJzJp0iTi4+N1zohIj6xYscKWADWGhtp1gJ+Xjw/Rkydz9vBhTCUlFBUVsXjxYvbs2aP3LhFxC8oLiEhHlBcQZ1JeQERcpbi4GFBOQERERKQr5s2bZyuGaGaur6PgqywKvsq66XHTpk1j3bp1REdHOzpEcVPt5aTJyYEvv4QxY2DyZLjzTvDwuHVjjY1w8iQcPgynTrVZSbJ1TtpisfD++++334avL0RGQlQUDB0KAwdaByw3NMC1a3DpEuTnQ0EB1NYCcP78eVauXMkrr7zCmjVrmDdvnr7jS59SXFzMpk2b2LBhA+fPn7/1Aa24c+FQcXExv/rVr1ruePhhMBqdG4TRaO1361YAli9fzv333+8Wr4/0PyqGkD4lMjKStLQ0tm3bxvLlyykvL8cCnLxaz8mr9fh6GogM8CQy0IvIQC8Gehvw8jDQ0GjhWr2FgooG61+lmVpz22WEgoODeeONN5g7d66+9In0UlFRUaSnpzN16lTKy8sxlZRw6uDBbi8T3qzi8mXbMuEAQUFBpKena1YsN2WxWMjKyrINRMjJyaG4uNi25F1YWBhxcXG2gQgJCQndft83GAwkJCSQkJBg52fRPmc+NxFxTwcPHgTAy8+PEYmJdp3pGMDTy4sRiYmcOniQhpoa9u3bx5YtW1i4cKFd+xER6S7lBUSkI8oLCPTdvIDFYuHIkSPKCYiIcgIiIiIidjBq1CjOnDmDpdWAdIPBwOjRo0lKSmLZsmWMGzfOhRFKdzgiJ9BeThqLxVrYcPJkS4FC89/1BQoFBS1/TQUKza7PSRcUFLQtvAAwGKyFF3ffbf1vR4UXzfmJxkZrwcWhQ7bCi7KyMubPn88HH3ygyYCkT7BYLG3/XbbWBwqHNm3aREVFhXUjLg5c9ZkUE2PtPyeHsrIy3nnnHZ5//nnXxCL9msHS+lubuK2ioiIiIiLa3FdYWEh4eLiLInJ/xcXFvPPOO6xfv77LVX2tDR8+nGXLlrFo0SJVrXWBzlnH0OtqHzk5OUyfPr3N0oHBUVFEjBrFgKCgTrdTXV5O4enTlLVaOi08PJz9+/czYcIEe4bca7nTOVtZWcmOHTtYu3Ytubm5nT4uJiaGlJQU5syZQ0BAgAMj7Lz2Xtd/+Zd/Yfv27b3+ubmSO52vfY07vbZ9qWiovde12YhJk3o0oO9WKi5f5lxmJmBNxF64cKHPvI+40/kq0prOza5TXsB1dL46jl5b+1BewHnc6Zzt63mBsWPH8vXXX3e6DXd8Xq7mTudrX+NOr21/yAsoJ9Az7nS+irSmc9Mx9Lo6hl5Xx9Fr6xg3e119fX05c+YMNTU1+Pn5MWrUqD71vcfR3Ol8dVZOwJE56S+++IJZs2ZRWlrasmNcHEyfDoMGdbsvrl6F9HTrihZNQkJCSEtLY8qUKd1vtxdyp3O2L3HF69rjwqFm7RQONXPlKuJms5no6GguXLhgfV7PPdez94GeKi6GV14Bi4Xhw4dz5swZPD09XRdPD+m9oHdSMUQvoX9g3Wc2m9m7dy9bt24lMzOTixcv3vKYYcOGkZiYyPz580lOTu7Vb86uonPWMfS62k9+fj6LFy9m3759be43hoYSEhnJgOBgBgQF4dHq33+j2Ux1eTnVZWWU5udjan2RCSQnJ7Np0ybN/NiKO5yzFouFd999l2eeeYaysrIbdzAY8Pb1xeDpicVspr62ts0FTLPg4GBee+01Fi5c6PIfQDsaAN1GL3xuruQO52tf5Q6vbV8a+NTsZu8FwVFRDHfCzLPns7JsA//WrVvHsmXLHN6nM7jD+SrSHp2b3ae8gPPpfHUcvbb2o7yAc7jDOdtv8wK98Hm5mjucr32VO7y2/SUvoJxAz7nD+SrSHp2bjqHX1TH0ujqOXlvH0OvqGO7wut4qJ2Dw9MA7xIiHtyeN9WbqS01YzI037NfVa2d756QPHDjAQw89RHV1tfWOgAB4+GH7zgR/4gTs2gWVlQAMGDCADz/8kKSkJPv14ebc4Zzti5z9uvaHwqGPPvqIWbNmWTfuvBN++lOn9t+uzZutq+FgjW/mzJkuDqj79F7QO9l3fVQRN+Tp6ckDDzzAAw88AFjfmLKzs8nNzaWwsJBXX321zf5fffUVY8eOdUWoIuJEUVFR7Nmzhy1btvDLX/7StiSaqaQEU0mJdafmH409PLA0Nnb4o/Hrr7/OggUL+v2Pxu7mVoNbjCEh+AUG3jC4paaiAlNpKaUFBbbzoaysjEWLFpGamurWg1v68nMT6Y6eDnzKzc0lJSWFlStX9poBQhGjRjmtn+aBD2vXrmXp0qVu/9qISP+kvICItEd5gf6hr+YFLl261O79vf15iThCf8sLKCcgIiIiImJ1s5xA4NihhH1/DAF3DGHgd8Lw8GkZPtlY18C1/ymm8pvLFP31JJVffwt0/dq5o5z0tWvXqK2txdfXl4EDBxITE0NCQsJNB9l+/vnnbQshRo+G2bPBaOzuS9O+ceNgxAjYuRPy8qiuruahhx7iwIED/W6FCOm9HFo4NGgQPP44jB9vKxwqLS0lKSnJ6YVDW7dubdm4+26n9duhyZNtxRDvvfdery6GkN5JxRDS70RERJCcnExycjJFRUU3DHpoXl5MRPo+g8HAwoULmTp1KtHR0TfuYLFQX1Nz0+NjY2NJSUlh9uzZbjcrmEBOTg7Tp0+nqKjIdl9wVBQRo0YxICjopsd5eHpiDAnBGBJCWHQ01eXlFJ4+bftxb9++fcTHx5Oenk5cXJzDn0d7jh8/fsN9feW5idhTXx341BFjaGiH7wP2NCAoCGNoKKaSEo4fP052djYJTph9UkSkp5QXEJFmygv0bX01L5CTk8O0adPa3NcXnpeII/S3vIByAiIiIiIiVu3lBMK/fyeRD0/Ef8TNZ/b28PEiYPQQAkYPYejMCVSdLaTgT1kU/dU6wLe7186tc9JdUVBQwIMPPtgysDsmxloI4eWgIZ9GIyxYADt2wIkTVFdXM2vWLHJzcxk6dKhj+hSxk/5UOJSRkWG94esLY8Y4pc9buvNOazy1tWRmZro6GumHVAwhIiL9nr+//w33PfbYY3z11VdcvXrVVpU/aNAg4uPjmThxIpMmTSI+Pl6zXbmp7Oxs7r33XtvMnl5+fgybMIHAwYO73NaAoCCGJyQQEhnJxaNHaaipoaioiKlTp3Lw4EGnDxDIzs7m7//+723bfem5idhTXx34dCshkZFO7695YEhGRoYGPoiIiEivpLxA39NX8wJ99XmJOEJ/zAsoJyAiIiIicuO1s0/oQEb9IonQiSO63JZ/dARjnplB+PfHcPqtv1BXcs1p184Wi4WlS5dSWlpqvaN5YLejCiGaeXnBnDmwZQvk5VFaWsqSJUtIS0tTHkzcVn8qHCosLCS/KUdBZCR4eDi0v07z8LDGc/YsFy9epKio6KYr3og4goohRERE2vGv//qv+lLWS+Xn55OcnGxLbhhDQxmRmIiXj0+P2g0cMoQxoaGcy8zEVFJCeXk506dPJzs722kzwTU/t4qKCqBvPTcRe+rPA4SMISFO7W9AcLDt9pEjR5zat4iIiIgjKS/Qe/XVvEBffV4ijtBf8wLKCYiIiIhIf3f9tXPg2KGMfeEhvAP8etRu6N9EE/fWPL5++UMqvr7klGvnbdu2sXv3butGQIBzCiGaeXlZ+3v1VaiqYvfu3Wzfvp158+Y5p3+RLuhvhUNZWVktG+6Wu2sqhgBrnF1dDUekJ9ykLEhERESk5ywWC4sWLbLN+GYMDSV68uQeDwxo5uXjQ/TkyRhDQwEoKipi8eLFWCwWu7Tfkb783ETsqb0BQmOmTu3WgIfWAocMYczUqbZ/I81JTtusC+7AYMAvMNCpXQ4ICoKmZE52drZT+xYRERERuV5fvXbuq89LxBH6bV5AOQERERER6eeuv3YOHDuUcb/5UY8LIZp5B/gx7jc/InCsddZ3R147FxcXs3z58pY7Hn7YOhO9MxmN1n6bLF++nOLiYufGINIJblE41LTycHPhkCOdOHGiZcPBq1B0WasVK3Nzc10YiPRHKoYQERGRPuPdd98lPT0dsM74NiIxEU87X+R4enlZZ170syZN9u3bx5YtW+zaR3v68nMTsZf+PkDI29cXD09Pp/bp4emJt68vAFevXnVq3yIiIiIi1+ur18599XmJ2Ft/zgsoJyAiIiIi/V3ra2ef0IGMfeEhPP287dqHp583Y194CJ/QgYDjrp03bdpkK/AmLg7GjbN7H50SE2PtHygrK+Odd95xTRwiN9EfC4eqqqpaNgYOdFg/3dIqnmvXrrkwEOmPVAwhbq2wsJC9e/fy2muv8etf/5qVK1fy61//mtdee429e/dSWFjo6hBFRMRNVFZW8swzz9i2h02YYLcfOq/n5ePDsPHjbdtPP/00lZWVDukL+vZzE7Gn/j5AyODkQQ+2fj2sl5W1tbUu6V9E+i7lBEREpCv66rVzX31eIo7Qn/MCygmIiIiISH92/bXzqF8k2W1FiOt5B/gx6sn7bNv2vnY2m82sX7/eumEwwPTpdmu7W6ZNs60It379esxms2vjEWmlPxYO1dXVtWw4awWMzmoVj/IE4mxu9q9B+juz2cyePXvYtm0bGRkZnVpeOCoqikmTJvHEE08wY8YMPF2U8BUREdfasWMHZWVlAARHRRE4eLBD+wscMoTgqCjK8vMpKytj586dLFu2zCF99eXnJmIvrhggdC4zE7AmOR999FECAgIc0l9nWVyUfLQ0NgLg2zQbpIhIdyknICIiPdFXr5376vMSsbf+nhdQTkBERERE+rPW187h37+T0IkjHNpf6N9EE/79Oyn660m7Xzvv3buXCxcuWDfGjIFBg+zSbreFhVnjOHmS8+fPs2/fPmbOnOnamERw08KhL78Ei4X169fz7LPPOuQ3K5/WuY6GBru33yOt4lGeQJxNK0OIWyguLmbVqlWMHDmSBx98kNTU1E4NegDIz88nNTWVWbNmMXLkSFatWuXQpYak/7FYLBw5coS33nqL+fPnM378eCIjIwkPDycyMpLx48czf/583nrrLY4cOeIWS2KL9DcWi4W1a9fatiNGjXJKv637Wbt2rUP+/ffl5yZiT64aIATYkpyuVl9bS6OTBz80ms3UN83qMMjVyVgR6bWUExB3p7yAiPvrq9fOffV5iThCf88LKCcgIiIiIv3V9dfOkQ9PdEq/kT9KsN2257Xz1q1bWzbuvtsubfbY5Mm2m++9957r4hBpxW0Lh8BWOOQI/v7+LRvXrjmkj25rFc/AgQNdGIj0R1oZQlzKYrGwbds2li9f3rJkURNfTwORgZ5EBXgxNNCLgd4GvDwMNDRauFZv4VJFA/mVDRRUmKk1W79Qnj9/npUrV/LKK6+wZs0a5s2bh6FpqS6RrqqsrGTHjh2sXbuW3Nzcm+536dIljh07ZrsgiYmJISUlhTlz5rh8hmiR/iIrK8v279QYGsqAoCCn9DsgKAhjaCimkhKOHz9OdnY2CQkJtz6wC/rycxOxF1cOECprGqy7du1ali5d6trvnhYLNRUVGENCnNZldXk5NCV34+PjndaviPQNygmIu1NeQKT36KvXzn31eYnYm/ICKCcgIiIiIv1W62vnwLFD8R8R7pR+/aMjCBh7G5Vff2vXa+eMjAzrDV9f28Bql7vzTms8tbVkNq2QJ+Jqbls4dPIkYC0ccsQqKuPGjWvZuHQJ3ClnV1BguxkTE+PCQKQ/0soQ4jIFBQXMmjWL+fPn2wY9GIA7w7xZOCGA30wN4WcTg5g1ZiAJt/lyZ5gPo0K9uTPMh4TbfJk1ZiA/mxjEb6aGsHBCAHeGedOcYi4rK2P+/PnMmjWLS5cuuew5Su9ksVjYvHkzt99+OykpKTcOeDAY8Pbzw2fgQLz9/KxLbbWSm5tLSkoKt99+O5s3b9bMaSJOYEsIACGRkU7tu3V/reOwl7783ETsxdUDhABbktPVTKWlTu2vumnWTYCJE50z046I9A3KCYg7U15ApPfpq9fOffV5idib8gJWygmIiIiISH/U+po17PvOLR4I//6d7cbRXYWFhS2rJkdGgoebDO308LDGA1y8eJGioiIXByTi5oVD4LDCoTZFV51cZd1pWhVDaGIVcTatDCEu8cUXXzBr1ixKWyVm44b4MH2kkUFGzy615WEwMDbch7HhPlw1mUk/YyLnch0Au3fvJiYmhrS0NKZMmWLX5yB9U35+PosXL75hqSpjaCghkZEYQ0LwCwzEw7PlPG00m6mpqMBUWkppQQGmkhLAOgBn0aJFpKamsmnTJqKalswWEfs7cuSI7bYzZz8DGBAc3G4c9tKXn5uIvbh6gFDzZ39GRobLL+pLCwoIi452an/NJk2a5LR+RaR3U05A3JnyAiK9U1+9du6rz0vE3pQXsFJOQERERET6o9bXrAF3DHFq3wGjBrcbR3dlZWW1bLhbLjEyEs6eBaxxJicnuzgg6c/cvnDo7Flb4VB4uH1Xq4mIiCAqKsr6/AsKoLHRPZ5/Y6OtGGLYsGF2f94it+IG/wqkvzlw4ABJSUm2QQ8BPgbmjw/g8diALg96uN4goyePxwYwf3wAAT7WWflKS0tJSkriwIEDPY5d+racnBzi4+PbDHgIjopi9A9+wB333ENYdDTGkJA2Ax4APDw9MYaEEBYdzR333MPoH/yA4FYXJfv27SM+Pp6cnBynPReR/sb278tgwC8w0Kl9DwgKss0E64jZ3/rycxOxFw0QamEqKaG6aYZ1R6suL7cN+IiNjSU+Pt4p/YpI76acgLgz5QVEeq++eu3cV5+XiL0pL2ClnICIiIhzVFRUkJ2dzeHDh8nOzqaiosLVIYn0a83XzgZPDwZ+J8ypfRu/Ew4e9rt2PnHiRMvG0KE9bs+uWhWe37CSroiTuX3hUJM2cdqRbUKC2lo4dcohfXTZyZPWeIDExEQXByP9kYohxKk+//xzHnroIaqrqwEYPcibZ+4OZlyEj137GRfhwzN3BzN6kDcA1dXVPPTQQ3zxxRd27Uf6juzsbKZOnWpbys3Lz48RkyYxPCGhy0tqDwgKYnhCAiMSE/Hy8wOgqKiIqVOnauCDiIMUFxcD4O3re8PAJEfz8PTEu2mZu6tXr9q9/b783ETsRQOE2io8fdrp/aSkpGBoeh1ERG5GOQFxZ8oLiPRuffXaua8+LxF7U16ghXICIiIijpGbm8uTTz7JmDFjCAoKIiEhgbvvvpuEhASCgoIYM2YMTz75pAYIi7iA7do5xIiHj5dT+/b09cIndCBgn2vnqqqqlo2BA3vcnl21iufatWsuDEREhUNPPPFEy8ahQw7po8sOH7bdnD9/vuvikH5LxRDiNAUFBTz44IO2QQ8xET4smBCA0dsxp6HR24MFEwIYF94y+GHWrFlcunTJIf1J75Wfn09ycjLlTTMmGUNDGTN1KoGDB9/iyI4FDhnCmKlTMYaGAlBeXs706dNblukSEbupq6sDwODkgQHNDE1LztU2VTnbU19+biL2ogFCbZXl51Nx+bJD+6i4fJmypu80wcHBzJ4926H9iUjvp5yAuDPlBUR6v7567dxXn5eIvSkv0EI5ARHpizQLv7jSmTNnmD59OrGxsbz99tvk5eW1u19eXh5vv/02sbGxTJ8+nbNnzzo5UpH+q/na2cPbNdfOHl7Wfu1x7dz8XADwcm5hxy21ikd5AnG1/l44NGPGDIYPH27dOHUKXJ2PKC62rVAxfPhwkpOTXRuP9Etu9qkpjlJYWEhWVhYnTpygqqqKuro6fHx88Pf3Z9y4cSQkJBAREeGw/i0WC0uXLqW0tBSwzv44O9YfLw/HzhTj5WFgzl0BbPmykryr9ZSWlrJkyRLS0tI0S40A1nNz0aJFtpkfjaGhRE+ejKedLiq8fHyInjyZs4cPYyopoaioiMWLF7Nnzx6dgyJ25ONjnU3YYja7pH9LYyMAvk0/fNpTX35uIvaiAUI3unj0KGNCQ/Hyse9s6wANdXVcPHrUtv36668TEBBg935ExL5cmRdQTkDcmfICIn1DX7127qvPS8TelBdoSzkBEekLcnNzWb9+PQcOHGh38Pno0aNJSkpi2bJlxMTEuCBC6Q82btzIihUrMJlMtvs8vX24bfRdDLkjFl9jALWmSi5/c5xv845hrrd+J9m/fz+xsbGsWbOGxYsXuyp8kX6j+dq5sd41186NDdZ+7XHt7NP6O3xDQ4/bs6tW8ShPIK7W3wuHPD09Wbp0KStXrgSLBdLT4fHHHdJXp+zfb40DWLZsGZ4uys9I/+Zm7wRiL2azmT179rBt2zYyMjI6NeNcVFQUkyZN4oknnmDGjBl2fVPatm0bu3fvBiDAx+CUQQ/NvDys/b16qIyqOgu7d+9m+/btzJs3zyn9i3t79913SU9PB8DLz48RiYl2G/DQzNPLixGJiZw6eJCGmhr27dvHli1bWLhwoV37EenPwsLCuHTpEvW1tTSazU6dAa7RbKa+6QJm0KBBdm+/Lz83EXvRAKEW9957L5988gkNNTWcy8y062BOAHNDA+cyM2moqQGss04sWLDAbu2LiP24U15AOQFxZ8oLiPQNffXaua8+LxF7U16gLeUERKQ3O3PmDCkpKezfv7/D/fLy8mwz8U+bNo1169YRHR3tpCilP3j55Zd58cUXbdvBtw3nnrkriJ85G7+AoBv2r6ksJ3v3Tj7bvpqyb89jMplYsmQJV65c4Ve/+pUzQxfpd2zXzqUmGusa8PBx3nBIc20DdSXWmd/tce3s7+/fsuGgGeW7rVU8A91tJn7pd1Q4BIsXL+Zf/uVfrCte5+TA+PEwbpzD+rup3Fxr/1hXj1y0aJHzYxABPFwdgNhXcXExq1atYuTIkTz44IOkpqZ2asADQH5+PqmpqcyaNYuRI0eyatUq29LCPY1p+fLltu2Hx/pj9HbuqWf09uDhsS1fGJcvX26X5ya9W2VlJc8884xte9iECQ6ZKQmsM0EOGz/etv30009TWVnpkL7cgcVi4ciRI7z11lvMnz+f8ePHExkZSXh4OJGRkYwfP5758+fz1ltvceTIESxN1aEi3RUXF2e9YbFQ4+TlkavLy20VzvHx8XZvvy8/N5H/n71/j2v6yvfF/1cIBIyEmwEvYBkphTqAFeIcbw93xx5RLDp2T+3Z3fXuKFDqjDJ1Tx0f1emp/U07tt3SXRXBWmvV2Z1v7Zx6GFSwe7TbqcoZCVVQEQEHBaVcA8EQEkJ+fwQ+BETlkjuv5+PRRz+JyVor4ZbP67PWe1mKXC4HAGGCkC052gShf//3f0dgYCAAQNPYiIoLF9BhXhljGDp0OqGqNQAEBgYiKyuLVa2JHIyj5QLMBMiRMRewHuYCZGuueu7sqq+LyNKYC/Tofi+YCRCRM8rKysKUKVN6LYQQe0gQEjUN015Yg9mv/ArTXliDkKhpEHv0nLt1V+Hfv3+/PYZNLigrK6vXQojpS5Ow6ctCzHo5td+FEADgJfPFrJdTsenLQkxfmiTcv23bNmRlZVl9zEQjWfe5s9HQifv/sG3uq/lHHdBpuXPnKPOJzHfvDrs9i6quFg65KxPZGxcOmc7/d+zY0XPHV18BZrtZ2YRGY+q3y0cffSTkEkS2xsUQLsJoNOLQoUMIDw/H1q1bUVlZKfybp1iEMH93/NMTXng52hu/iJUhWeGDX8TK8HK0N/7pCS+E+bvDU9wTWFZWVmLr1q146qmncOjQoWFdkNy/f79pBRqA2HESRAVZ56Ly40QHSRA7ztS3SqXCJ598YpdxkOM4cuQIVCoVAMAvJAQ+Y8datT+fcePgFxICwPQ9ePToUav2Zw9qtRoZGRmYMmUKfvKTn+CXv/wlDh06hCtXruDu3buor6/H3bt3ceXKFRw6dAi//OUv8ZOf/ARTpkxBRkaGS08EIeuaNm2acKxparJp321dv0f6jsNSXPm1EVkKJwj1mDBhAnJzc+Hra7ogo2lsxI0zZ9Dyww/DarelpgY3zpwRJj34+voiNzcXIV2fbYjI/hw1F2AmQI6MuYDlMRcge3HVc2dXfV1ElsZcoMef/vQnZgJE5JR27NiB5ORkaLomcPmND8Xi36TjzW+q8drh83hxeyYWbf4AL27PxGuHz+PNb6qx+Dfp8BsfCgBCFf533nnHni+DXEB5eTnS0tKE28//eide2LobnlLvRzyrh6fUGy9s3Y3n0/4g3JeWloaKigqLj5WITMzPWdU3a2zat7qs57O2Jc6dFQpFz40BFjmyGbPFEL3GSWQHXDhk8i//8i89N9Rq4OhR2+2U0dEBHDkCtLYCABYtWoQVK1bYpm+ifnAxhAuorq7G4sWLsXr1amGCgQjA03IPrJ0qw9tz/fHqNF8sjhwNxXhPPC2XIDzAA0/LJVCM98TiyNF4dZov3p7rj7VTZXha7oHu6Q8qlQqrV6/G4sWLcXcIfzgMBgP27dsnjGnBk1LLvOghmv+kVHht+/btg8FOWyaT/RmNRuzdu1e4HRQebpN+zfvZu3evy1Q+NBqNOHDgAJ544gmkpqaiuLi49wNEInh4eUEyejQ8vLyAPtWiiouLkZqaiieeeAIHDhxwmfeFbGfGjBnCcZPZiYUtmPdnPg5LceXX1h9WkKWh4ASh3mJjY3HmzBlhh4gOrRa3Ll5EZUGBaZLGILQ1N6OyoAC38vPRodUCMFV/PHv2bM9kEyKyO0fNBZgJkCNjLmBZzAXI3lz13NlVX9ejMBegoWAu0CMmJoaZABE5HVbhJ0eSmpoqLMqZvjQJc5ZvGlI7c1akCd+bGo0Gr776qqWGSER9mJ+z1n97w6Z9131b0u84hiooKKhn0XF1NdDZOew2LaKzU5jgPXHiROF8wxqYC9BAcOGQyQO7NZaWmhYoWHtBRPdCiJs3AQD+/v7IzMzk7pFkV+72HgANz3fffYfFixejySzcjR0nwYInpRgjFQ+qLTeRCJMDJZgcKEGDxoDccg0Ka0zb5+bk5CA6OhrZ2dmYPXv2gNs8efIkbt++DQCIlHsMekyWJpeKETnGAyUNelRWVuKvf/2rXcdD9lNQUCBcmJcGBGCUb/9BmqWN8vWFNCAAmsZGFBUVQalUOv2K6aqqKqxfvx6nTp3qdb80IAD+wcGQ+vvDy8cHbuKen/9OgwHalhZomprQVF0tVJRSqVRYt24djh07hv3797OyFA2YQqFAdHQ0iouLoWlsRFtzs01+rtuam4Xv35iYGKtUf3Pl12ZOrVbjyJEj2Lt374MTp8yYV5EFTCvpU1NTsXz5cshkMquOkRxX3wlC8rAwm/VtrwlCjxMbGwulUtnrb7Sqqgqqqirhb/QoPz+M8vV94G90W3Mz2lQqNFVVPTCJJCEhgX+jiRyMI+cCjp4JnDp1Cv/jf/wPu46J7Ie5gOUwFyBH4Krnzq76uvrDXICGg7lAb8wEiMiZ9FeFfzCTz7ur8I+Z+CRO7HoDgKkK/7x58xBmw78H5BqKioqQl5cHwLQ7ycJN7w2rvYWb3sON73KhuleJvLw8FBcXW71CNNFIZH7u3HL9Llpv1cF7kvUm63drraiF+vo9AJY9d54xYwaOHTsGtLcDN24AkydbpN1hKSkxjQfA9OnTrdIFcwEajO6FQ1VVVT0Lh9wcoC68DRcOPdTVq8DBg8CyZYDUCkXKNJpeCyGkUimys7MxYcIEy/dFNAgO8BuAhurs2bOIj48XJjzIJCKsfkaGV2Jkw55gMEYqxisxMqx+RgaZxLRiq6mpCfHx8Th9+vSA2+n+4AEAs0K8hjUmS5k5sWccX3zxhR1HQvZ08eJF4dg/ONimfZv3Zz4OZ1RYWIi4uLheEx78QkIQ8dOf4qk5cyAPC4PU37/XBRUAcBOLIfX3hzwsDE/NmYOIn/4UfmYXUE6dOoW4uDgUFhba7LWQcxOJREhNTRVu15aV2aRf835SU1OtssrZlV8bwAqyZBndIScAYYKQLdhjgtBghISE4MSJEzhw4AD8/PyE+zWNjaguKkLZuXMoysnBtdxcXD99Gtdyc1GUk4Oyc+dQXVTUa9KDn58fDhw4gBMnTnDSA5EDcfRcwNEzgc8++8x+AyG7Yy5gGcwFyFG46rmzq74uc8wFyBKYCzyImQAROQtW4SdHkpmZKRzPWZEGT6n3sNrzlHpjzopN/bY/0rS0tECpVOLChQtQKpVoaWmx95DIhfQ9d67+6pJN+q3+c4FwbMlz51WrVvXcOH/eIm0O24ULwuHq1ast2vTjcgGR2A0SuTe8xvtCIveGSNx7uitzgZFLKEjQvXDIEdhg4dCAlJYCH3xgWhhhScXFwPvv91oIcfz48UEVVyeyFi6GcGKrVq1CW1sbACBijAc2z/JDVJDEon1EBUmweZYfIsZ4AADa2tqwZMkSfPfddwN6fvcFXU+xCJFyD4uObaielnvAU2z6AKpUKu08GrKXS5d6Tn6k/v427XuU2YUH83E4G6VSiblz56Kurg4A4O7lhUkzZiBUoRh0hbpRvr4IVSgwafp0uHuZJifV1dVh7ty5nPhAA7Z8+XLhwp6qqgotNTVW7a+lpgaqru32/Pz8sGzZMqv15aqvraqqCs8//zzWrVsHlUol3C8NCEBwTAye+qd/QkxiIn68YAEmz5uHHy9YgJjERDz1T/+E4JgYSAMChOd0V5B9/vnnTav/aUQZCROEhkokEmHt2rW4ffs2MjIyHqw6ZTRCr9VCp9FAr9UCfQLCmJgYZGRk4Pbt21i7dq1DvkaikczRcwFHzwTy8/PtPBqyJ+YCw8dcgByNq547u+rrApgLkOUwF+gfMwEicnTWqMLvNz4UAIQq/ESD0V0AROwhQVyiZT4HxyUuh9hD0qv9kaK4uBgbNmxAZGQkfH19oVAoMGvWLCgUCvj6+iIyMhIbNmzgzypZhPm5c923JWj8e4VV+2v8ewXqvi0BYPlz54ULFyI01PT3DDduAA0NFmt7SOrrhYnmoaGhSEhIsFjTD8sFfCZPQFjKXDzz4b9i5v/3Gv7HwfWYlrUW/+Pgesz8/17DMx/+K8JS5kI2ebzwHOYCI89IWzg0UEJBBLUa+Owz4I9/HP7vkfp6UzuHDgGtrQAAf39/5OXlYd68ecNrm8hCuBjCiXVPeIgOkmDNVBmkHtb5cko93LBmqgxRgT0THxYvXoy7d+8+8nm1tbXCh4tgHzHcHCQkdROJECwzVaOrNtu+mEYW4UK6SAQvHx+b9j3K11eoYOasC3KqqqqQkJCA5q4KW9KAAETOnQufsWOH1a7PuHGInDtXuJDZ3NyMBQsW8ESFBkQmk+GDDz4Qbt+5fBkdOp1V+urQ6XDn8mXh9ocffmjVLRdd8bWxgixZmitPELIEmUyGlJQUXLlyBZcuXcLu3buxevVqTJkyBcHBwZDL5QgODsaUKVOwevVq7N69G5cuXcLly5eRkpLCbWWJHJQj5wLOkAncuXMH9fX1dh4R2QtzgeFhLkCOyBXPnQHXfV3MBcjSmAs8HDMBIjLnSNXZWYWfHElLSwtKS0sBAOMjpsBLNrhF/g/jJfPFuKdiAAClpaVQq9UWadeRlZeXY8GCBYiJicGePXuE97Wv0tJS7NmzBzExMViwYAEqKqw7eZ1cW99z57Ld30Cv1lqlL71ai7Ld3wi3LX3uLBaLkZycbLphNAK5uRZre0jy8oSF0ykpKRCLh7crdbf+coHAZ5/G1P9Yjik7/wUTEqdCFjEObhL3Xs9zk7hDFjEOExKn4pmdL2PqR8sQ+OzTwr8zFxg5RtLCocH49ttvkZiY2HNHYSHwhz8ABw4A164BnZ0Da6iz0/T4AweAnTtN7XRJTExEcXExd4Qgh8LFEE4uYowHlsV4w93NupMK3N1EWD5FJlSCbGpqQlJS0iO3lioo6NkOLETm/tDH2UOwj2ONh2yve8KLh6fnAxfUrM1NLIaHpycAoMHeH8SGwGg0Yt26dULlR2lAAMJmzoS7xDIVaN0lEoTNnClMfKirq8P69eu5lR0NyNq1a4UTig6tFrfy82Ho6LBoH4aODtzKz0eH1hSeLFy4EGvWrLFoH/1xpdfGCrJkDa46QcjSRCIRFAoFXnvtNRw8eBCXL19GVVUV6urqUFVVhcuXL+PgwYN47bXXoFAoWPWRyAk4ai7gLJnAlStX7DgSsifmAkPHXIAcmSudO5tztdfFXICsgbnA4zETIBq5HLU6O6vwkyMpM9vxqXvxgqWMj5gCwHQ+XWajHazsJSsrC1OmTBF2fQFMP+MhUdMw7YU1mP3KrzDthTUIiZom/KwCpt1cYmJisH//fnsMm1yE+bmzrvE+ru84DoNWb9E+DFo9ru34GrrG+wCsd+68fv36nuruhYXA1asW72NAiouFCdB+fn5Yt26dRZrtmwtIAkbjx797AZGbF8J7UuCg2vIOC0Lk5oX48fYlkASMBsBcYKQYKQuHBmv8+PHIzs7GZ599Bt/unM1oBEpKgIMHge3bgYwM4P/+X6CgwHR/WZnp/wUFpvszMkyPO3jQdH/X6/Lz88OhQ4eQnZ2NCRMm2OX1ET0MF0M4MZlEZJMJD93c3Uz9eUtM/eXk5ODw4cMPffxVsw9iExxs8QEXQ5Cu6yKIyE4fPERupl+/7e3tdul/OD799FPkdn2AdPfywqTp0yF2t+zPlNjdvdcFzFOnTuHgwYMW7YNck0gkwv79+xEYaDpB1jQ2ouLCBYtd+OzQ6VBx4QI0jY0AgMDAQGRlZdnkwqCrvDZWkCVrcrUJQkREj+PIuYCzZALXr1+340jInpgLDB1zAXJkrnLu3JcrvS7mAmRNzAWIiHpz5OrsrMJPjsb8/NxTatlFjpJRPbueaLXWqVTvCHbs2IHk5GRoNBoAgN/4UCz+TTre/KYarx0+jxe3Z2LR5g/w4vZMvHb4PN78phqLf5MOv/Gmqt4ajQZJSUl455137PkyyIn1PXduuX4XV7f/2WI7ROjVWhRv/wrq6/cAWPfcWS6XIz09veeOr74Cun62bEajMfXb5aOPPoJcLh92s31zAZ/JExC7eyUCpk0aVrsBPwlD7O6V8JlsmqDNXGBkcPWFQ0MlEomwatUqlJWV4d133+3ZQQMA2tuBigrg3Dngiy9MOz9kZpr+/8UXpvsrKkyP6xIaGop3330XN2/exMqVK1k8gRwSF0M4sRcne0PqYdsvodTDDS9O7jlR27hxo1BJr6/W1lbheLSHY/0CdLTxkO1JuqoVGg0Gu/Rv7NpyyrOrEqSzUKvV2Lx5s3B74tSpFqv82Je7RIKJzzwj3H799dcZWNKAhISEIDc3V1jhrGlsxI0zZ9Dyww/DarelpgY3zpwRJgb4+voiNzcXISEhwx7zQHW/Nh8fHwDO99pYQZaszZUmCBERDYQj5wLOkglobH0BiRwGc4GhYS5AzsBVcwFXeF3MBcjamAsQEfVw9OrsrMJPjsb8/LxdY9lzT11bT07m1bXo39VkZWVh+/btwu3pS5Ow6ctCzHo59aGLnbxkvpj1cio2fVmI6UuThPu3bduGrKwsq4+ZXFPfc+eW63dRuOFzNF66Nax2G/9egcINnwsLIWyRCaxcuRKJiYmmG2o1cPQoYOHF3g/V0QEcOQJ05fyLFi3CihUrht1s31zAZ/IERL39c3jILPO70UPmhai3fy4siGAu4PpceeGQJcjlcmzZsgXl5eXIzs7G0qVLMXHixAE9d+LEiVi6dCn+8pe/oLy8HFu2bHGY10XUHy6GcFKx4ySICrLOhcbHiQ6SIHacqW+VSoVPPvmk38fpzMJlW1WpHChHGw/ZXvcfZ317OzptPPGh02CAvmv15JgxY2za93AdOXIEKpUKAOAXEjLsim2P4zNuHPy6Th5VKhWOHj1q1f7IdcTGxuLMmTPChc8OrRa3Ll5EZUEB2roqDAxUW3MzKgsKelV8CwwMxNmzZxEbG2vxsT9ObGws/s//+T/CbWd6bawgS7bgChOEiIgGwtFzAWfJBHQWmhhHzoe5wNAwFyBn4aq5QPfr6v4d5myvi7kA2QJzASIi56jOzir85GjCw8OF45qbRRZt+17pFQCmhZvm/biK8vJypKWlCbef//VOvLB1Nzyl3o94Vg9PqTde2Lobz6f9QbgvLS3NJrvUkGvqmwnoGu/j2v/+Gjc+OInWitpBtdVaUYsbH5zEtbePQ9d4H4DtMgGRSITMzEz4+/ub7igtNS1QsPaCiO6FEDdvAgD8/f2RmZlpkUXg5rmAJGA0Jm9bArGXx7DbNSf28sDkbUsgCRgNgLnASOCKC4csTSwWY9GiRfjyyy9x+/Zt/PDDDzh58iTef/99vPXWW/jtb3+Lt956C++//z5OnjyJ2tpa3L59G19++SUSExMhttMO20SDwcUQTsJgdlFWBGDBk1L7DQbA/Cel6P6Is2/fvl7j6yYxq+bU0elYKywdbTxke8JJidEIbUuLTftua24GulYdx8XF2bTv4TAajdi7d69wO8hGQY15P3v37uWKbRqw2NhYKJVKJCQkCPepqqpQevYsbp47h/qKCtxvbHxg4lOnwYD7jY2or6jAzf/+b5SePQuV2daJCQkJUCqVmDp1qq1eygNiYh6skuTor40VZMmWXHXiExGNbM6WCzhLJiCx0ucRcnzMBQaPuQA5G1fNBWJjY/HNN9/0us8ZXhdzAbIl5gJENJI5S3V2VuEnR+Pj44OIiAgApsULWvXgPjM8jFbdLCyuiIiIgExm2cU/jiA1NVVYfDV9aRLmLN80pHbmrEgTfgdpNBq8+uqrlhoijUD9ZQJ135bg+41Hcfk3X+BuzvdQ37gHQ3vvCdOG9g6ob9zD3ZzvcfnfvsD3G4+i7tsS4d9tnQkEBwcjOzsbo0aNMt1x9Spw8KD1Kt9rNMCnn5r6ASCVSpGdnY0JEyYMu+m+uUD4L+MttiNEXx4yL4RvmCfcZi7g2lxx4ZC1BQUFISEhAZs3b8bvfvc7/P73v8fvfvc7bN68GQkJCUKeQuRMLFtyh6zmv/7rv4TjSLkHxkjtu9pKLhUjcowHShr0qKysxKlTp3pW2HXx9u5Z5X1f71gXKR1tPGR706ZNw6FDhwAAmqYmSLs/ENlAW1cFxe5xOIuCggIUFxcDMG1hP8q3/8DU0kb5+kIaEABNYyOKioqgVCqhUChs0jc5v5CQEJw4cQIHDx7E66+/LlQw1TQ2ClXcIBLBw9MTIjc3GDs7TRVa+5lc4+fnhw8//BBr1qxx6JMXR31t9qogq6qqEirIpqSkWLVPcizdIef69etx6tQpAKYJQqqqKkgDAuAfHIxRfn4Y5esLN7NKBp0GA9qam9GmUqGpqgqapqZe7SYkJGD//v2s/EhENudsuYCzZAJSqX0XlZD9MBcYPOYC5IxcNRd42CQER35dzAXI1pgLENFI1F919sFMSu6uzj5m4pM4sesNAKbq7PPmzUNYWJhFx8oq/OSI4uPjUVpaCoNeB2XOUcx6OXXYbSpzjsCg1wntu5qioiLk5eUBMO1Cs3DTe8Nqb+Gm93Dju1yo7lUiLy8PxcXFiI6OtsRQaQR6WCagvn4P6uv3TA9yE0ESMBpu7mJ0dhhMuz/0U9zHnpnA7Nmzcfz4cSxZsgRtbW2mid4ffAC8+CIQFWW5joqLga++EircS6VSHD9+HLNnz7ZI8+a5QOCzTyNg2iSLtPswAT8JQ+CzT6Pu2xLmAiNA98Kh+Ph4089J98KhZcsAa1wH0mh6LYSw5MIhIhoa7gzhJP70pz8Jx7NCHKN6wcyJPeP47LPPHvj3KLMPXHdbbLT10ABVO9h4yPZmzJghHDdVV9u0b/P+zMfh6C5evCgc+wcH27Rv8/7Mx0E0ECKRCGvXrsXt27eRkZHxYGBmNEKv1UKn0UCv1T4wMSAmJgYZGRm4ffs21q5da/cJDw+zc+dOh31trCBL9tIdch44cAB+fn7C/ZrGRlQXFaHs3DkU5eTgWm4urp8+jWu5uSjKyUHZuXOoLirqNeHBz88PBw4cwIkTJzjhgYjswtlyAWfJBCZPnmzHkZA9MRcYPOYC5KxGSi7wwN80B3pdzAXIXpgLENFI40zV2VmFnxyR+STZc4d3oV3T+ohHP167phXnDqf3276ryMzMFI7nrEiDp9T7EY9+PE+pN+as2NRv+0RD8dhMoNMIXX0rtDXN0NW3PrAQwlEygfj4eJw+fbqn8r1aDXz2GfDHPwINDcNrvL7e1M6hQ8JCCH9/f+Tl5WHevHmPefLA9M0Fgl+0TYGY4J/3FFRhLuD6uhcOCTupdC8c6trpxGKKi4H33++1EMKSC4eIaGi4M4STKCgoAAB4ikWIlHvYeTQmT8s94CkWod1gRH5+/gP/bl6hrUrtuBMfaGRSKBSIjo5GcXExNI2NaGtutklFw7bmZqE6W0xMDOLi4qzep6VcunRJOLZlxUwAGGV2ocp8HESDIZPJkJKSguTkZCiVSly8eBGXLl2CUqlEQ0MD2tvb4enpiTFjxiAuLg7Tpk3DjBkzEBcX57ATHcytXr0amzdvdsjXxgqyZE/dIedLL72Eo0ePYs+ePcL3IwBhgtDDxMTEIDU1FcuWLeOFMyKyK2fLBZwlE5gyZYodR0L2xFxg8JgLkLNz9Vzg7NmzuHPnjkO+LuYCZE/MBYhopHDG6uyswk+OJjo6GvPnz0deXh5U9ypxMn0LXti6e8jtnUzfAtW9SgDA/PnzexUPcRWnT58GAIg9JIhLXGaRNuMSl+PErjdg0OuE9omGyxUygdmzZ6OoqAjJycnIyckx3VlYCHz/PRAZCcycCTz9NOA2gNrYnZ1ASQlw4QJw40avAgqJiYnIysqyaIV781zAZ/IEeE8KtFjbj+IdFgTZ5PFQX7/HXGCE6F44tHjxYjQ1NfUsHIqNBRYsAMaMGXrj9fVAXp7p566Lv78/srOzuRCCyAFwMYQTqK2txd27dwEAwT5iuDnIhyw3kQjBMjEqVB24c+cO6urqEBjY82ElKCgIISEhqKqqQnWLAZ1Go0OMvdNoRLXaAMC0RVK1jav/kWMQiURITU1FaqopVKstK0OoDT7w1paVCcepqakOc9I0EIXdH+ZEInj5+Ni071G+voBIBBiNUCqVNu2bXI9IJIJCoXDJk1xHfW32riDbPdns4sWLDvfekO24QshJRCOXM+YCzpAJTJw4EXK53M4jInthLjB4zAXIVTjqufNwOfLrYi5AjoC5ABG5OmtVZ8/emSa0//HHHw+rzb5SUlKwZ88eAKYq/IqfrRzWuEdCFX6yvoyMDMTExECj0SD/WBbGTHwSc1akDbqdc4d3If9YFgBTxeiMjAxLD9XuWlpaUFpaCgAYHzEFXjLLLHr2kvli3FMxqL5WgNLSUqjVai5KJYtx5HPngQgODkZ2djZ2796NX/3qV6Y7jUbTwoaSEsDTEwgO7vlv9GjA3R3o6ADu3weqq3v+a2/v1bafnx8++ugjrFixwuLnQOa5gPzZSIu2/TiBzz4N9fV7wjic9WtPA+fMC4eIaOi4GMIJdFd/BIAQmWN9yYJ93FGhMlVULCgoQEJCQq9/nzFjBo4dO4Z2gxE36vWYHCixxzB7KanXo91g+sMUFxfHxRAj2PLly7F161aoVCqoqqrgHxwMn3HjrNZfS00NVFVVAEwnEcuWWaYygq3U19cDADw8PeEmFtu0bzexGB6entBrtWgY7hZ/RGRzrCBLjsTZQ04iGpmcNRdw9Exg+vTpdh4N2RtzgcFhLkBEQ8VcgBwJcwEiclXOWJ2dVfjJEYWFhWHXrl1ITk4GAJzY9QYa7pRj4ab3BrRYp13TipPpW4SFEACQnp6OsLAwq43ZXsrMCj6MeyrGom2Pj5iC6msFMBqNKCsrQ2xsrEXbJ3JmIpEIL7/8cs9iCHPt7UBFhem/AQoNDUVKSgrWrVtnteJB5ufjsqesl7/2RxY+tt9xkGvrXjj0+eefY+PGjWhubnaKhUNENHQDWN5E9nb16lXheIKP40166NZrW+Euq1atEo7PVz18m2FbunCnZxwvv/yyHUdC9iaTyfDBBx8It+9cvowOnc4qfXXodLhz+bJw+8MPP3S66gW6rvdGZOMJD91EXSty2/t8yCQix+cQFWQBVpAlIiKn5ay5gKNnAqtXr7bfQMghMBcYHOYCRDRUzAWIiIisy9rV2QEI1dktLSMjA1KpFACQfywL5w7vGlI7I6EKP9lOUlIS3n77beF2/rEspL8Ui/Nf7IFW3dzvc7TqZpz/Yg/SX4rttRBix44dWL9+vdXHbA/m5+eeUstmHJJRPQtPtFrHyBWJHN3ixYsxceLEAT124sSJWLp0Kf7yl7+gvLwcW7Zsseouyt25gEjshtE/su1uzdIfBQJuzAVGIpFIhFWrVqGsrAzvvvsuQkNDe/6xe+HQuXPAF18ABw4AmZmm/3/xhen+iopeCyFCQ0Px7rvv4ubNm1i5ciUXQhA5GMe6gk79am1tFY5HezjWL1Hz8dy/f/+Bf1+4cCFCQ0NRWVmJG/V6NGgMGCO1zwVTAKjXGHCjQQ/A9Afqueees9tYyDGsXbsWx44dw6lTp9Ch1eJWfj7CZs6E2N1yvx4NHR24lZ+Pjq6T9IULF2LNmjUWa99WJBJTFVejwWCX/o2dnQAAT09Pu/RPREPHCrJERETD46y5gKNnAgkJCWhsbLTbeMgxMBcYOOYCRDRUzAWIiIisy5mrs7MKPzmqbdu2YezYsUhLS4NGo4HqXiWyd6bhxK43MO6pGIyPmALJKG/o2lpxr/QKam4WwaDvKbAglUqRnp7usgshgN7n5+0ayy6W0rX15KFeXl4WbZvIVR04cACBgYGora2FUqlEcXEx7t+/j/b2dnh6emL06NGIjo6GQqFAYGCgTccm5AL+UrhJbDtdVezpDknAaOjqW5kLjFByuRxbtmzBv/3bv+HkyZM4dOgQ8vPzcefOncc+d+LEiZg+fTpWr16NhIQEiO1UKIiIHo+LIZyAzqwinbubY016MB9Pf1XZxGIxkpOTsXXrVhgB5JZr8EqM/are5ZVrYOw6TklJ4R8ogkgkwv79+xEXF4e6ujpoGhtRceECJk2fDveui/zD0aHT4VZ+PjRdE2wCAwORlZXllKtD5XI57t69C317OzoNBpteuOw0GKDv+h0zZswYm/VLRJbBCrJERETD46y5ADMBcgbMBQaOuQARDRVzASIiIuty9ursSUlJ+OGHH7B9+3YApir8N77LxZwVmxCXuLzfnS606mYoc47g3OF0qO5VCve7chV+sr2kpCTMmzcPr776KvLy8gAABr0O1dcKUH2t4KHPmz9/PjIyMlx+UU54eLhwXHOzyKJt3yu9AsCU25j3Q0SPFxQUhISEBCQkJNh7KILuXMDNwz65gJu7qV/mAiObWCzGokWLsGjRIgBwyIVDRDR0XAzhBCRmF147Oo2PeKTtmY/nYVXZ1q9fj507d0KlUqGwRodnxuoQFTT8i8mDVVyrQ2GN6cOVn58f1q1bB6PRsd5Pso+QkBDk5uZi7ty5aG5uhqaxETfOnMHEqVPhM3bskNttqanBncuXhcqPvr6+yM3NRUhIiKWGblOxsbG4cuUKYDRC29ICqb+/zfpua24Gun5e4+LibNYvEVkGK8gSERENjzPnAo6cCRB1Yy4wMMwFiGiomAsQERFZlytUZ2cVfnJUYWFhyM3NRXFxMTIzM3H69GmUlpb2mmsiEokQERGB+Ph4pKSkICoqyo4jth0fHx9ERESgtLQU90qvQKtu7nfx0mBp1c3C4oqIiAjIZPYrrkJEltGdC3Tq7ZMLdHaY+mUuQOYcceEQEQ2dm70HQI/n7d1TbeG+3rEmPZiPZ/To0f0+Ri6XIz09Xbj91fVWaPSd1h5aLxp9J7663hPUfPTRR5DL5TYdAzm22NhYnDlzRljR2aHV4tbFi6gsKDBdcB+EtuZmVBYU4FZ+vjDhITAwEGfPnrX41rG2NG3aNOFY09Rk077bVKp+x0FEzqH7b253BVlbYgVZIiJyBc6cCzATIGfBXODxmAsQ0VAxFyAiIrIuV6nOnpSUhKKiIsyfP1+4r7sK/6WvD+L8f36MS18fRPW1gl4LIebPn4+ioiIuhCCrio6Oxscff4ySkhKoVCoolUqcP38eSqUSzc3NKCkpwccffzxiFkJ0i4+PB2D6WVXmHLVIm8qcI8LPeHf7ROTchFygSYNOXYdN+za0d0DXeB8AcwEiIlfGxRBOwPxk6W6LbT8QPE612Xiio6Mf+riVK1ciMTERAKDWGXG0qNVm1Sw7Oo04cqUVrTpTf4sWLcKKFSts0jc9nNFoxKVLl7B7926sXr0azzzzDIKDgxEYGIjg4GA888wzWL16NXbv3o1Lly7ZZBeP2NhYKJXKXis+VVVVKD17FjfPnUN9RQXuNzY+cMGu02DA/cZG1FdU4OZ//zdKz56FqqpK+PeEhAQolUpMnTrV6q/BmmbMmCEcN1VX27Rv8/7Mx0FEzkGY8NVVQdaWWEGWiIhcgbPnAswEqD/MBZwPcwEiGirmAkRERNbVXZ0dgFCd3RLsUZ29uwp/UVERNmzYgMjISIhEol6PEYlEiIyMxIYNG1BcXIzc3FyEhYVZfWxE3Xx8fBAbG4uZM2ciNjZ2RO9ckJKSIhyfO7wL7ZrWRzz68do1rTh3OL3f9onIeXXnAkZDJ+7/o96mfWv+UQd0MhcgInJ17vYeAD2eQqEQjqvUjjvpwXycfYlEImRmZiImJgZNTU0obdDjyBU1lk+Rwd1N9NDnDZdp0oMaNxv1AAB/f39kZmY+EJiQ7ajVahw5cgR79+5FcXHxQx939+5dXLlyBYcOHQJgmlSTmpqK5cuXWzVMCAkJwYkTJ3Dw4EG8/vrrUHVVHtQ0NkLT2Gh6kEgED09PiNzcYOzsNFUW62dShp+fHz788EOsWbPGJb7nFAoFoqOjUVxcDE1jI9qamzHKd/jbXD5OW3Oz8N7HxMTw5ITICU2bNk34fa5paoLU399mfbOCLBERuQJnzwWYCZA55gLOi7kAEQ0VcwEiIiLri4+PR2lpqVCdfdbLqcNu057V2bur8ANAS0sLysvLodVq4eXlhfDw8BE9+ZzIkURHR2P+/PnIy8uD6l4lTqZvwQtbdw+5vZPpW6C6VwnAtOvLSNtpg8hVmecC6ps1kEWMs1nf6rIfeo2DiIhcE3eGcAJBQUGYMGECAKC6xYBOG1TCG4hOoxHValMlvIkTJyIwMPCRjw8ODkZ2djZGjRoFALhap8fB79XQ6DutMj6NvhOfFqpxtc406UEqlSI7O1t4L8n2jh49iieeeAKpqakPTngQieDh5QXJ6NHw8PIC+kwSKC4uRmpqKp544gkcOHDAqhUhRSIR1q5di9u3byMjI+PB6qZGI/RaLXQaDfRa7QMTHmJiYpCRkYHbt29j7dq1LjHhATC9L6mpPcFpbVmZTfo17yc1NdVl3k+ikYQVZImIiIbHFXIBZgJkNBpx4MAB5gJOjLkAEQ0VcwEiIiLrc+Xq7KzCT+TYMjIyIJVKAQD5x7Jw7vCuIbVz7vAu5B/LAmDK8jIyMiw2RiKyL/Pz8fpvb9i077pvS/odBxERuRbuDOEkFAoF7t69i3aDETfq9ZgcKLH3kFBSr0e7wXSxd/r06QN6zuzZs3H8+HEsWbIEbW1tKG3Q44PzKrw42RtRQZZ7TcW1Onx1vRWtOtP4pFIpjh8/jtmzZ1usDxq8tLS0XrelAQHwDw6G1N8fXj4+cBOLhX/rNBigbWmBpqkJTdXVQgVAlUqFdevW4dixY9i/fz9CQkKsNl6ZTIaUlBQkJydDqVTi4sWLuHTpEpRKJRoaGtDe3g5PT0+MGTMGcXFxmDZtGmbMmIG4uDiXvTC/fPlybN26FSqVCqqqKvgHB8NnnPVWbLfU1EBVVQXAVFFz2bJlVuuLiKyHFWSJiIiGzxVyAWYCI9u//uu/4q9//Wuv+5gLOB/mAkQ0FMwFiIiIrI/V2YnIXsLCwrBr1y4kJycDAE7segMNd8qxcNN78JR6P/b57ZpWnEzfIiyEAID09HSEhYVZbcxEZFvmuUDL9btovVUH70mPLrpsCa0VtVBfvweAuQARkavjYggn8S//8i/Izs4GAJyv0jrEpIcLd7TC8erVqwf8vPj4eJw+fRqLFy9GU1MT1DojPrusRuw4CRY8KcUYqfjxjTxEvcaAvHINCmt0wn3+/v7Izs7mpAcH4hcSgqDw8Ede8HITiyH194fU3x/ysDC0NTejtqxMuAB+6tQpxMXFITc3F7GxsVYdr0gkgkKhgEKhsGo/zkAmk+GDDz7AunXrAAB3Ll9GZEAA3CWW/53UodPhzuXLwu0PP/yQlV6InFR3BdnuKrK1ZWUItcHvVFaQJSIiV+IquQAzgZHLfCEEcwHnxVyAiIaCuQAREZFtZGRkICYmBhqNBvnHsjBm4pOYsyLt8U/sg9XZyR5aWlpQVlYmFB4IDw+Hj4+PvYdFA5SUlIQffvgB27dvB2DaIeLGd7mYs2IT4hKXw0v2YAakVTdDmXME5w6nC4uvAGDHjh1Yv369zcZORNbXNxeo/uoSIjcvtHq/1X8uEI6ZCxARuTY3ew+ABuZ//s//KRzfqNejQWOw42hMEwxuNOgBAKGhoUhISBjU82fPno2ioiIkJiYK9xXW6PCH71Q4oGzBtTodOo3GAbXVaTTiWp0OB5Qt2Pmdqtekh8TERBQXF3PSg4Nw9/LCpBkzEKpQDLry1yhfX4QqFJg0fTrcvbwAAHV1dZg7dy4KCwutMVx6iLVr1wo/8x1aLW7l58PQ0WHRPgwdHbiVn48OrWly1cKFC7FmzRqL9kFEtrV8+XL4+fkBAFRVVWipqbFqf6wgS0RErsaVcgFmAiMXcwHXwFyAiIaCuQAREZH1dVdn73Zi1xv4+vcb0K5pHdDz2zWt+Pr3G3Bi1xvCfazOTtZUXFyMDRs2IDIyEr6+vlAoFJg1axYUCgV8fX0RGRmJDRs2oLi42N5DpQHYtm0bMjMzIZVKAQCqe5XI3pmGd+YFY/fymfjq7WRkv/86vno7GbuXz8Q784KRvTNNWAghlUqRlZWFN998054vg4isxDwXqPu2BI1/r7Bqf41/r0DdtyUAmAsQEY0EXAzhJMTinsqIRgC55Rr7DQZAXrkG3dMSUlJSeo1voIKDg5GdnY3PPvsMvl0XwI0AShr0OPi9GtvPNCHj7834vzfuo+BeO0rqdShr1KOkXoeCe+34vzfuI+Pvzdh+pgkHv1ejpEEvjMnPzw+HDh1CdnY2JkyYYJHXTINz9+7dXrelAQGInDsXPmPHDqtdn3HjEDl3LqQBAQCA5uZmLFiwAFVdF7bI+kQiEfbv34/AQNOWdZrGRlRcuIAOne4xzxyYDp0OFRcuCFvYBwYGIisriyu0iZxcdwXZbncuX7bY742+WEGWiIhckavlAswERh7mAq6DuQARDQVzASIiIttISkrC22+/LdzOP5aF9Jdicf6LPdCqm/t9jlbdjPNf7EH6S7HCjhAAq7OT9ZSXl2PBggWIiYnBnj17UFpa2u/jSktLsWfPHsTExGDBggWoqLDuxFkavqSkJBQVFWH+/PnCfQa9DtXXCnDp64M4/58f49LXB1F9rQAGfc/5wPz581FUVMTfOUQurG8uULb7G+jV2kc8Y+j0ai3Kdn8j3GYuQETk+tztPQAamsIaHZ4Zq0NUkOW3oH+c4lqdUGnRz88P69atG3JbIpEIq1atQmJiIj755BPs27cPlZWmVd/tBiMqVB2oUA28slxoaChSUlKwbt06yOXyIY+LhsdoNCItrWfLVWlAAMJmzoTY3TK/ctwlEoTNnClcGK+rq8P69etx4sQJXhi3kZCQEOTm5mLu3Llobm6GprERN86cwcSpU4c1saWlpsZ0IbSr8qOvry9yc3MREhJiqaETkR2tXbsWx44dw6lTp4QKspb8+wCwgiwREY0crpALMBNwXcY+O3swF3A9zAWIaCiYCxAREdnGtm3bMHbsWKSlpUGj0QjV2U/segPjnorB+IgpkIzyhq6tFfdKr6DmZlGvSclSqRTp6emclExWkZWVJXxvdhN7SDA+YgrGPRUDT6kM7Ro1am4W4V7pFeF7My8vDzExMfzedAJhYWHIzc1FcXExMjMzcfr0aZSWlvbKi0QiESIiIhAfH4+UlBRERUXZccREZCvmuYCu8T6u7ziOqLd/DrGXh8X6MGj1uLbja+ga7wNgLkBENFJwMYQT++p6Kyb5+0HqYbsNPjT6Tnx1vWcbzR07dsBoNKKurm7Ybf/iF7/A6tWr8V//9V/405/+BKVSierq6sc+Lzg4GHFxcXj55Zfx3HPPQSwWD3hM9fX1A7qPBufo0aM4c+YMAMDdywuTpk+36AUtABC7u2PS9Om4ceYMOrRanDp1Cv/xH/+BV155xaL9OBpH+p4NCQnBn//8Z/zLv/wL6uvrTRcwL16EX0gIgsLDMaqruutAtDU3o7asTNi6HgDkcjn+9Kc/ISQkxCK/Yx7Fkd5XV8P31jqc+X197733cOnSJdTX1wsVZCdNnw53yfAncnbodLiVny9UkJXL5Xj33XcH/N448/vq6PjeWgffV+vge0jOxJVyAXtkAgB/l1pLVlZPJVHmApblSN+zzAVoIPjeWoczv6/MBUYmvrfWwffVOvgekjN51PfrP//zPyM2Nha/+c1vcPbsWQA91dmrrxU89Hk//elPsXPnTvzoRz+y+udwR8DfpdbxsPf1ww8/xB/+8AfhPr/xoZizIg1xicvgJXvwHFKrboYy5yjOHd4F1b1KaDQaJCUloaKiAr/+9a+t+hoclTN9z44dOxbbt2/H9u3boVar8Y9//ANarRZeXl6YNGkSvL29hcfa+/eNM72vzoTvq/U483trngu0XL+Lq9v/jMnblsBD5jXstvVqLa7t+Brq6/cAMBdwFHxfrYfvrXXwPXROImPfUm3kkOrq6hAUFPTA/RFjPLBmqgzubtavetfRacSnhWrcbNRbvS9yHZNmzBhWRcDHaampwa38fKu1T0MnDQiAf3AwRvn5YZSvL9zEYuHfOg0GtDU3o02lQlNVFTRNTXYcKRHZm7uXl8UryBIRWVJtbS0CAwPtPQwa4ZgLkLNiLjByMRcgooFiLkBEjo65ADmCh+UCRM5q+tIkLNz0Hjyl3o99bLumFSfTtyD/WNZjH0tERM5HEjAa4b+MR8C0SUNuo/HvFSjb/Y2wIwQRkSUxF3B8XAzhJB4VbkQFemD5FOtOfOjoNOLIFTWu1nHCAw2cX0gIQhUKq/dTWVDQq3IgOSCRCB6enhC5ucHY2Ql9ezvAPz9E1IelKsgSEVkaww1yBMwFyBkxFyABcwEiGgDmAkTkqJgLkCPgYghyJc//eifmLN806OedO7wLJ3a9YfkBERGRQwh89mkE/1wB77CBf+ZprahF9Z8LUPdtiRVHRkQjHXMBx2fZ/enJLq7W6XHwezWWxXhD6uFm8fY1+k4cudLKyo80aEHh4Tbrhxe7HJzRCD2rshHRY6iqqqCqqmIFWSIiokFiLkCOirkACZgLENEAMBcgIiIicn3TlyYNaSEEAMxZkYaGO+XcIYKIyEXVfVuCum9LIJs8HoHPPg1Z+FhIfxQIsWfPFFdDewc0/6iDuuwH1J0tgbrknh1HTEREjoKLIaygtrYWBQUFuHr1KlpbW6HT6SCRSODt7Y2oqCgoFAqLV20obdDjg/MqvDjZG1FBEou1W1yrw1fXW9GqY6U2GhxpQMCgKngNxyhfX0gDAqBpbLRJf0Q0AN1VP8ViGA0GVv2kQdE0Nvb8TmcFWSIickLMBYiYCxCNaPYBxwQAANrlSURBVMwEaJiYCxARERG5Jr/xoVi46b1htbFw03u48V0uVPcqLTQqIrI0kdgNHv5SuHmI0ak3QN+kgdHQae9hkRNRX78H9fWuRQ5uIkgCRsPNXYzODgN0jfeBTuYCRETUGxdDWIDBYMCJEyfw+eef4+LFi6gaQCW6kJAQzJgxA6tWrcLChQshNqtsNFDXrl1DeXk5VqxYAZVKBbXOiM8uqxE7ToIFT0oxRjr4NrvVawzIK9egsEYn3Ofn54fDhw9j+vTpQ27X0dTX1+PHP/5xr/uuXbsGuVxupxE5twMHDuC3v/0tAMA/ONimffsHBwsXyN5991384he/sGn/tsLvWevg+zo4d+/exa9//Wv89a9/7XV/d9U+qb8/vHx8Hqjap21pgaapCU3V1Q9MUnruuefw7//+75gwYYJNXoOzc8Xv2dbWVhw7dgwHDx7E9evXe/7hMRVkJ0+ejDVr1mDp0qXw9vYe1hhc8X11FHxvrYPvq3X0974SPQ5zAefF36WWxVzA+vg9ax18XweOmYBjcMXvWeYCro3vrXXwfbUO5gLkTPgzP3z8XWodD/tdOmdFGjylw/vM5in1xpwVm5C9Mw0A8Itf/ALvvvvusNp0JvyetQ6+rwP3sFzAZ/IEyJ+NhOypcRj9IzncJD1TEjt1Hbj/j3qob9ag7tuSnknuXZgLDJ4rfs8+NBfoNEJX3/rQ5zEXcHx8X62H7611MBdwTlwMMQz19fXYv38/MjMzUVk5uFXnVVVVOHbsGI4dO4bQ0FAkJydj/fr1g/pFJJfLMXnyZBQXFyM5ORk5OTkAgMIaHb6v0SFyjAdmTvTC03IPuIlEj22v02hESb0eF+5ocaNBD/M1lImJicjKyhoRHzzlcjkCAwPtPQynVFJSIhxL/f1t2vcoPz/h+MaNGyPqa8jvWevg+9q/wsJCLFiwAHV1dcJ9fiEhCAoPf2TVVzexGFJ/f0j9/SEPC0NbczNqy8qg6poo+Ne//hXx8fHIzc1FbGys1V+HK3L279nAwED827/9GzZv3gylUomLFy/i0qVLUCqVaGhoQHt7Ozw9PTFmzBjExcVh2rRpmDFjBuLi4iAawOecoXL299WR8b21Dr6vRLbFXMA18Xfp0DEXsA9+z1oH39cHMRNwbM7+PctcYOThe2sdfF+JRhb+zFsH31frEHtIEJe4zCJtxSUux4ldb8Cg1+Fvf/vbiP968XvWOvi+Pqi/XCDw2acR/OI0eE96+HvlJnGHLGIcZBHjMCFxKloralH95wLUfWvKEpkLWIazf88yFxhZ+L5aD99bGqm4GGIIjEYjPv/8c2zcuBHNzc29/s1TLEKwjxghMndM8HHHaA8R3N1E6Og04r7eiLstHahSd6C6xYB2g2laQWVlJbZu3YqdO3ciPT0dK1euHNQf6eDgYGRnZ/cakxFASYMeJQ1605hkYgT7uCO4nzFVt3SY/lP3jKmbn58fPvroI6xYscKqHxzINRQWFpoORCJ4+fjYtO9Rvr6ASAQYjVAqlTbtm2ikUCqVeO6554S/fe5eXpg4dSp8xo4ddFujfH0RqlDAPzgYdy5fRodWi7q6OsydOxdnzpxhyDGCiUQiKBQKKBQKew+FiIjooZgLEPWPuQCR62ImQLbCXICIiIjINY2PmAIv2cMXUQ+Gl8wX456KQfW1ApSWlkKtVkMmk1mkbSLqX99cQBIwGuG/jEfAtEmDbss7LAiRmxci8NlIlO3+BrrG+8wFSMBcgIiIhoKLIQapurq6V7VFABABiJR7YFaIFyIfU21RMd4TgKna4o16Pc5XaXGj3lRtUaVSYfXq1fjyyy8HXW1RJBJh1apVSExMxCeffIJ9+/YJVSnbDUZUqDpQoeoYcHuhoaFISUnBunXruG0ODVh9fT0AwMPTE25isU37dhOL4eHpCb1Wi4aGBpv2TTQSVFVVISEhQQg3pAEBmDR9OtwlkmG16zNuHCIDAnArPx+axkY0NzdjwYIFUCqVCAkJscTQiYiIiCyKuQDRwzEXIHJNzASIiIiIiGi4xj0VY9H2xkdMQfW1AhiNRpSVlXHyNJEV9c0FfCZPwORtS+Ah8xpWuwE/CUPs7pW4vuM4Wq7fZS5AREREQ+Zm7wE4k++++w4xMTG9JjzEjpPgjdl++EWsDyYHSh454cGcm0iEyYES/CLWB2/M9kPsuJ4LRzk5OYiOjsZ333036DHK5XJs2bIF5eXlyM7OxtKlSzFx4sQBPXfixIlYunQp/vKXv6C8vBxbtmzhhAcaFJ1OBwAQ2XjCQzeRm+lXWnt7u136J3JVRqMR69atE7a7lAYEIGzmzGFPeujmLpEgbOZMSAMCAAB1dXVYv349jEbjY55JREREZFvMBYgejbkAkethJkBERERERJbgKbXszg2SUd7CsVartWjbRNSjby7gM3kCot7++bAXQnTzkHkh6u2fw2eyqTAQcwEiIiIaCu4MMUCnT5/GkiVL0NbWBgCQSUR4cbI3ooKGf9FnjFSMV2JkeGasDl9db4VaZ0RTUxPi4+Nx/PhxxMfHD7pNsViMRYsWYdGiRQCA2tpaKJVKFBcX4/79+2hvb4enpydGjx6N6OhoKBQKBAYGDvu10Mgm6boIajQY7NK/sbMTAODp6WmX/olc1aefforc3FwAgLuXFyZNnw6xu2U/Qojd3TFp+nTcOHMGHVotTp06hYMHD2Lt2rUW7YeIiIhoqJgLED0ecwEi18NMgIiIiIiILKFdo7Zoe7q2VuHYy8syk7KJ6EHmuYAkYDQmb1sCsZeHRfsQe3lg8rYlKNzwOXSN95kLEBER0aBxMcQA/O1vf+s14SFijAeWxXhD6mHZjTWigiSY5O+Ho0WtKG3Qo62tDUuWLMHp06cRERExrLaDgoKQkJCAhIQEC42W6EFyuRx3796Fvr0dnQYD3GxYCbLTYIC+q/LjmDFjbNYvkatTq9XYvHmzcHvi1KkWq/7Yl7tEgonPPINb+fkAgNdffx0vvfQSZDLLVoohIiIiGizmAkQDw1yAyLUwEyAiIiIiIkupuVlk0fbulV4BAIhEIoSHh1u0bSIy6ZsLhP8y3mI7QvTlIfNC+IZ5uPb2cQDMBYiIiGhwLHvV3gVVV1fjZz/7mTDhITpIgjVTZRaf8NBN6uGGNVNliAo0raJta2vD4sWLUVNTY5X+iCwpNjbWdGA0QtvSYtO+25qbga5t8uLi4mzaN5ErO3LkCFQqFQDALyQEPmPHWrU/n3Hj4BcSAgBQqVQ4evSoVfsjIiIiehzmAkQDx1yAyLUwEyAiIiIanpaWFiiVSly4cAFKpRItNj5PInIk90qvQKtutkhbWnWzsLgiIiKCk6WJrMQ8Fwh89mkETJtk1f4CfhKGwGefBsBcgIiIiAaHO0M8gtFoRHJyMpqamgD0VH50dxNZtV93NxGWT5Hh4PdqlDbo0dTUhNdff92qfZLt1dbWoqCgAFevXkVrayt0Oh0kEgm8vb0RFRUFhUKBoKAgew9zUKZNm4ZDhw4BADRNTZD6+9us77auE7DucRDR8BmNRuzdu1e4HWSjqipB4eFQVVUBAPbu3Yvk5GSIRNb920tERETUH+YCZE3MBSyLuQCRZTETICIiIhqa4uJi7Nu3D6dPn0ZpaekD/x4REYH4+HikpKQgOjraDiMksg+DXgdlzlHMejl12G0pc47AoNcBAOLj44fdHhE9qG8uEPyibfK24J8rUPdtCQDmAkRERDRwXAzxCJ9//jlycnIAADKJyCYTHrq5u5n6e/+8Cq06I06fPm2Tfsl6DAYDTpw4gc8//xwXL15EVddFvUcJCQnBjBkzsGrVKixcuBBisdgGIx26GTNmCMdN1dWQh4XZrO+m6up+x0FEQ1dQUIDi4mIAgDQgAKN8fW3S7yhfX0gDAqBpbERRURGUSiUUCoVN+iYiIiIyx1yALIm5gHUxFyCyLGYCRERERINTXl6O1NRU5OXlPfJxpaWlKC0txZ49ezB//nxkZGQgzIbnTkT2dO7wLih+thKeUu8ht9GuacW5w+nC7ZSUFAuMjIj6Ms8FfCZPgPekQJv06x0WBNnk8VBfv8dcgIiIiAbMzd4DcFT19fXYuHGjcPvFyd6Qetj27ZJ6uOHFyUM/CSTHUF9fj3fffRdPPvkkfvazn+HYsWMDmvAAAFVVVTh27BgWL16MJ598Eu+++y7q6+utPOKhUygUQgUTTWMj2pots83l47Q1N0PT2AgAiImJQVxcnE36JXJ1Fy9eFI79g4Nt2rd5f+bjICIiIrIV5gJkKcwFrI+5AJHlMRMgIiIiGrisrCxMmTKl10IIsYcEIVHTMO2FNZj9yq8w7YU1CImaBrGHRHhMXl4eYmJisH//fnsMm8jmVPcqcTJ9y7DaOJm+Bap7lQCA+fPnIyoqyhJDI6I+zM/H5c9G2rTvwGef7nccRERERA/DnSEeYv/+/WjuumAbO06CqCDJY55hHdFBEsSOk6CwRmeX/mnojEYjPv/8c2zcuFH4XurmKRYh2EeMEJk7Jvi4Y7SHCO5uInR0GnFfb8Tdlg5UqTtQ3WJAu8EIAKisrMTWrVuxc+dOpKenY+XKlQ63FZxIJEJqaipSU01bW9aWlSHUBiu0a8vKhOPU1FSHe1+InNWlS5eEY6m/v037HuXn1+84iIiIiGyFuQANF3MB5gJEzoyZABEREdHA7NixA9u3bxdu+40PxZwVaYhLXAYv2YO7a2nVzVDmHMW5w7ugulcJjUaDpKQk/PDDD3jzzTdtOXQim5JKpdBoNMg/loUxE5/EnBVpg27j3OFdyD+WJbSXkZFh6WESURfz83HZU+Ns2rcsfGy/4yAiIiJ6GC6G6IfBYMC+ffsAACIAC56U2nU885+U4vsaHYwP+ffa2loUFBTg6tWraG1thU6ng0Qigbe3N6KioqBQKBAUFGTTMY901dXVSE5ORk5OjnCfCECk3AOzQrwQKfeA2yMuzCvGewIAOo1G3KjX43yVFjfq9TACUKlUWL16Nb788ktkZWVhwoQJVn41g7N8+XJs3boVKpUKqqoq+AcHw2ec9U6MWmpqoOqqqOnn54dly5ZZrS+ikaawsNB0IBLBy8fHpn2P8vUFRCLAaIRSqbRp30RERETMBWi4Rnou8Nvf/hbNzc3MBYicGDMBIiIiosfLysrqtRBi+tIkLNz0HjylD9/l0Uvmi1kvp0Lxs5U4mb5FmNi9bds2BAUFISkpyerjJrKHt99+G5s3bwYAnNj1BhrulD/256Vbu6a1188LAKSnpyMsLMxq4yUa6bpzAZHYDaN/JLdp39IfBQJuIqCTuQARERENDBdD9OPkyZO4ffs2ANNF6jFSsV3HI5eKETnGAyUN+l73/+IXv0BhYSGqui74PkpISAhmzJiBVatWYeHChRCL7fuaXNl3332HxYsXo6mpSbgvdpwEC56UDvp7yU0kwuRACSYHStCgMSC3XCNUA83JyUF0dDSys7Mxe/Zsi76G4ZDJZPjggw+wbt06AMCdy5cRGRAAd4nlq6h26HS4c/mycPvDDz+ETCazeD9EI1V9fT0AwMPTE242/rvhJhbDw9MTeq0WDQ0NNu2biIiIiLkADQdzARneeustpKWZKjwyFyByTswEiIiIiB6tvLxcOO8BgOd/vRNzlm8a8PM9pd54YetujJn4JE7segMAkJaWhnnz5nGCN7mklStXQqPRCAuI8o9l4cZ3uZizYhPiEpc/YieVIzh3OB2qe5XC/Tt27MD69ettNnaikUjIBfylcJPYdnqh2NMdkoDR0NW3MhcgIiKiAeFiiH4cOnRIOJ4V4mXHkfSYOdHrgUkP2dnZA35+VVUVjh07hmPHjiE0NBTJyclYv3495HLbrt51dadPn8aSJUvQ1tYGAJBJRHhxsjeigoZ/wX+MVIxXYmR4ZqwOX11vhVpnRFNTE+Lj43H8+HHEx8cPuw9LWbt2Lf74xz/ir3/9Kzq0WtzKz0fYzJkQu1vuV46howO38vPRodUCABYuXIg1a9ZYrH0iAnQ60yQrkZ0myonc3AAA7e3tdumfiIiIRi7mAjRUzAVMXnnlFWFSEHMBIufETICIiIjo0VJTU6HRaACYdoQYzEIIc3NWpKHhTjnyj2VBo9Hg1VdfRW5urgVHSuQ4tm3bhrFjxyItLQ0ajQaqe5XI3pmGE7vewLinYjA+Ygoko7yha2vFvdIrqLlZBINeJzxfKpUiPT2dCyGIbKA7F3DzsE8u4OZu6pe5ABEROYK6ujpcunQJV69eRWtrK3Q6HSQSCby9vREVFQWFQoGgoCB7D3NE42KIfly8eBEA4CkWIVLuYefRAEajEWqdod9/8xSLEOwjRojMHRN83DHaQwR3NxE6Oo24rzfibksHqtQdqG4xoN1gBABUVlZi69at2LlzJ9LT07Fy5UqIRCJbviSX9Le//a3XhIeIMR5YFuMNqYebRfuJCpJgkr8fjha1orRBj7a2NixZsgSnT592mEqQIpEI//7v/46pU6cCADSNjai4cAGTpk+3SCXIDp0Ot/LzoWlsBAAEBgYiKyuL38dEFibp+nk1Gvr/G2Rtxs5OAICnp6dd+iciIqKRi7kADQVzgR59v5+YCxA5H2YCRERERA9XVFSEvLw8AIDf+FAs3PTesNpbuOk93PguF6p7lcjLy0NxcTGio6MtMVQih5OUlIR58+bh1VdfFX6ODHodqq8VoPpawUOfN3/+fGRkZHDnFCIb6c4FOvX2yQU6O0z9MhcgIiJHEBUV9djHhISEYMaMGVi1ahUWLlwIsZ0KDY1UXAzRR21tLaqqqgAAwT5iuNn5Iuo9dQcOX1GjTtMp3CcCECn3wKwQL0TKPR45RsV404fCTqMRN+r1OF+lxY16PYwAVCoVVq9ejS+//BJZWVmYMGGClV+N66qursbPfvYzYcJDdJAEy2K84e5mne8fqYcb1kyV4cgVNa7WmSY+LF68GMXFxQ7zdew7Dk1jI26cOYOJU6fCZ+zYIbfbUlODO5cvC5UffX19kZubi5CQkGGNl4geJJfLcffuXejb29FpMMDNhh/SOg0G6LuqPIwZM8Zm/RIRERExF6ChYC7weMwFiJwLMwEiIiKih8vMzBSO56xIg6fUe1jteUq9MWfFJmTvTBPa//jjj4fVJjmPlpYWlJWVob29HZ6enggPD4ePj4+9h2VVYWFhyM3NRXFxMTIzM3H69GmUlpbCaDQKjxGJRIiIiEB8fDxSUlIGNAGNiCxHyAWaNOjUdcBNYrsphob2Duga7wNgLkBERLZVX1+Pjz76aEjPraqqwrFjx3Ds2DGEhoYiOTkZ69evh1wut/AoqT9cDNFHQUHPSvMQmf3eHqPRiFPlGvz1lrbX/bHjJFjwpBRjpIO7+OQmEmFyoASTAyVo0BiQW65BYY1pS7OcnBxER0cjOzvbYSoIOhOj0Yjk5GQ0NTUB6Kn8aK0JD93c3URYPkWGg9+rUdqgR1NTE5KSkpCdne2wlRA7tFrcungRfiEhCAoPxyhf3wE/t625GbVlZVB1TUoCTJUf8/LyhB0oiMiyYmNjceXKFcBohLalBVJ/f5v13dbcDHQFnnFxcTbrl4iIiIi5AHOBwWIuMHDMBYicBzMBIiIiooc7ffo0AEDsIUFc4jKLtBmXuBwndr0Bg14ntE+uq7i4GPv27RMWAfRlvgjAlXcJiY6OFhb+tLS0oLy8HFqtFl5eXggPD4dMJrPzCIlGru5cwGjoxP1/1EMWMc5mfWv+UQd0MhcgIiLbMRqN+Pzzz7Fx40Y0Nzf3/kdPTyA4GAgJASZMAEaPBtzdgY4O4P594O5doKoKqK4Guor8VFZWYuvWrdi5cyfS09OxcuVKh7125yq4GKKPq1evCscTfOzz9jRrDTh0WY07LT1bjckkIrw42RtRQZJhtz9GKsYrMTI8M1aHr663Qq0zoqmpCfHx8Th+/Dji4+OH3cdI8vnnnyMnJweA6etkiwkP3dzdTP29f16FVp0ROTk5OHz4MFauXGmT/odKVVUFVVUVpAEB8A8Oxig/P4zy9e1VYa7TYEBbczPaVCo0VVVB0zWppFtCQgL279/Pyo9EVjRt2jQcOnQIAKBparLtxAeVqtc4iIiI7OnAgQMoKSlBYWEh6uvrodPpIJFIIJfLERsbi2nTpmHGjBlQKBQMMVwAcwHmAoPFXGBgnnvuOfz1r38FwFyAyBkwEyAiIurBXIDMtbS0CJPXx0dMgZds4Iu8H8VL5otxT8Wg+loBSktLoVarORHcBZWXlyM1NRV5eXmPfFxpaSlKS0uxZ88ezJ8/HxkZGQgLC7PRKO3Dx8cHsbGx9h4GEXUxzwXUN2tsuhhCXfZDr3EQERFZU3V1NZKTk4VrfQAAkQiIjARmzTL9383t4Q0oFKb/d3YCN24A58+b/m80QqVSYfXq1fjyyy+RlZXlsLu7uwIuhuijtbVVOB7tYfuw6pZKj0+ULdD1zHcQKgpKPR7xAzUEUUESTPL3w9GiVpQ26NHW1oYlS5bg9OnTrAQ5QPX19di4caNw+8XJlv86PY7Uww0vTvbGoctqAMDGjRvx/PPPO+T2Ounp6Xjrrbeg6rqgqWlshKax0fSPIhE8PD0hcnODsbMT+vZ2oQKcOT8/P3z44YdYs2aNwwbKRqMRBQUFuHjxIi5dusRwnJzWjBkzhOOm6mrIbRiyNlVX9zsOIiIie/jtb3/b7/13797FlStXhAsC0dHRSE1NxfLly3mx2okxF2AuMBjMBQbuP//zP/GXv/wFr7/+OnMB5gLkBJgJEBER9WAuQObKysqE43FPxVi07fERU1B9rQBGoxFlZWWcGO5isrKykJaWBo1GI9wn9pBgfMQUjHsqBp5SGdo1atTcLMK90isw6E07eubl5SEmJgbp6elYv369vYZPRCOM+fl4/bc3MCFxqs36rvu2pN9xEBERWdp3332HxYsXC7u/AwBiY4EFC4AxYwbXmJsbMHmy6b+GBiA3FygsBADk5OQgOjoa2dnZvAZrJba9OusEdDqdcGyrKn7dSht0yLrUe8JDdJAEa6bKrHYhXerhhjVTZYgK9AAAtLW1YfHixbh7965V+nM1+/fvF7bFiR0nsUiFzqGIDpIgdpypb5VKhU8++cQu43icV155Bbdv30ZGRsaD23kajdBrtdBpNNBrtQ9MeIiJiUFGRgZu376NtWvXOuQkAbVajYyMDEyZMgU/+clP8Mtf/hKHDh3ClStXcPfuXdTX1/cKxn/5y1/iJz/5CaZMmYKMjAyo1Wp7vwSiXhQKhfCzqmlsRFvfbcCspK25WZgQFRMTw60viYjIZoxGI44ePfrwB4hE8PDygmT0aHh4eZkqQpgpLi5GamoqnnjiCRw4cADGfibxkuNjLsBcYDCYCwycSCTC2rVrmQswFyAnwUyAiIhGIuYCNBDt7e3CsafUsoteJKO8hWOtVjvo57e0tECpVOLChQtQKpVoaWmx5PBoGHbs2IHk5GRhIYTf+FAs/k063vymGq8dPo8Xt2di0eYP8OL2TLx2+Dze/KYai3+TDr/xoQAAjUaDpKQkvPPOO/Z8GUQ0gpjnAi3X76L1Vp1N+m2tqIX6+j0AzAWIiMi6Tp8+jfj4+J6FEDIZsHo18Morg18I0deYMaZ2Vq82tQugqakJ8fHxOH369PDapn5xMUQfEknPReuOTtsFVLea9DhYqEaHWZfdlR+tPfnC3U2E5VNkiBhjmvjQ1NSEpKQkBnSPYTAYsG/fPgCACMCCJ6V2Hc/8J6Xo/k7Zt28fDAbDIx9vLzKZDCkpKbhy5QouXbqE3bt3Y/Xq1ZgyZQqCg4Mhl8sRHByMKVOmYPXq1di9ezcuXbqEy5cvIyUlxSEr6RiNRhw4cABPPPEEUlNTUVxc3PsBDMfJSYlEIqSmpgq3a82qHVmTeT+pqakOOcmJiIhcT1VVFZ5//nmkpaX1ul8aEIDgmBg89U//hJjERPx4wQJMnjcPP16wADGJiXjqn/4JwTExkAYECM9RqVRYt24dnn/+eVRVVdn6pdAwMRdgLjBQzAWGhrkAcwFyDswEiIhopGEuQAPl6ekpHLdrLLugWdfWs1ull5fXgJ5TXFyMDRs2IDIyEr6+vlAoFJg1axYUCgV8fX0RGRmJDRs2PHieQjaTlZWF7du3C7enL03Cpi8LMevlVHjJfPt9jpfMF7NeTsWmLwsxfWmScP+2bduQlZVl9TETEfXNBaq/umSTfqv/XCAcMxcgIiJr+dvf/oYlS5agra3NdEdEBLB5MxAVZdmOoqJM7UZEADAVpVuyZAm+++47y/ZDcLf3AByNt3dPtYX7ettceGzWGnDw+94THmQSkU0mPHRzdzP19/55FVp1RuTk5ODw4cNYuXKlTfp3RidPnsTt27cBAJFyD4yRiu06HrlUjMgxHihp0KOyshKnTp1CYmKiXcf0KCKRCAqFAgqFwt5DGZaqqiqsX78ep06d6nW/NCAA/sHBkPr7w8vHB27inu+PToMB2pYWaJqa0FRdLVS76w7Hjx07hv379yMkJMSmr4WoP8uXL8fWrVuhUqmgqqqCf3AwfMaNs1p/LTU1UHVdHPLz88OyZcus1hcREVG3wsJCLFiwAHV1PZWN/EJCEBQejlG+/V+QBAA3sRhSf39I/f0hDwtDW3MzasvKhL9lp06dQlxcHHJzcxEbG2v110GWwVyAucBAMRcYHuYCzAXI8TETICKikYK5AA1GeHi4cFxzs8iibd8rvQLAdL5k3s/D/K//9b9w9uzZRz6mtLQUpaWl2LNnD+bPn4+MjAyEhYVZYrg0AOXl5b0WWT3/652Ys3zTgJ/vKfXGC1t3Y8zEJ3Fi1xsAgLS0NMybN49fRyKyOvNcoO7bEgQ+G4mAn1jvd0/j3ytQ920JAOYCRERkPdXV1fjZz37WsxAiOhpYtgxwt9J0eqkUWLMGOHIEuHoVbW1tWLx4MYqLizFhwgTr9DkCcWeIPqLMVvbcbemwen9GoxFfXb+Pto7eEyxenOwNqYdtvzxSDze8OLln0sfGjRtRX19v0zE4k0OHDgnHs0IGVpnD2mZO7BnHZ599Zr+BjBCFhYWIi4vrNeHBLyQEET/9KZ6aMwfysDBI/f17TXgAesJxeVgYnpozBxE//Sn8zCY4dIfjhYWFNnstRA8jk8nwwQcfCLfvXL6MDp3OKn116HS4c/mycPvDDz90yKqvRETkWpRKJebOnStMeHD38sKkGTMQqlA8csJDf0b5+iJUocCk6dPh3lW9r66uDnPnzuVnOyfCXIC5wEAxFyDmAuTqmAkQEdFIwFyABsvHxwcRXVU975VegVbdbJF2tepmYXFFRETEgD4LmS+EEHtIEBI1DdNeWIPZr/wK015Yg5CoaRB79OyAmZeXh5iYGOzfv98iY6bHS01NhUajAWDaEWIwCyHMzVmRJuwQodFo8Oqrr1pqiGRlLS0tUCqVuHDhApRKJVpaWuw9JKIB65sLlO3+Bnq11ip96dValO3+RrjNXICIiKzBaDQiOTkZTU1NpjsiIqy7EKKbuzuwfLmwQ0RTUxOSkpK4U7gFcTFEH+bV6KrU1p/0UHCvHdfr9b3uix0nQVSQ5CHPsK7oIAlix5n6VqlU+OSTT+wyDmdw8eJFAICnWIRIuYedR2PytNwDnmJT1dD8/Hw7j8a1MRynkWTt2rVISEgAAHRotbiVnw9Dh2X/Rho6OnArPx8dWlN4snDhQqxZs8aifRAREfVVVVWFhIQENDebLlpLAwIQOXcufMaOHVa7PuPGIXLuXEgDAgAAzc3NWLBgAaq6KkOSY2MuwFxgoJgLjGzMBWikYCZARESujLkADVV8fDwAwKDXQZlz1CJtKnOOwKDX9Wp/IPzGh2Lxb9Lx5jfVeO3weby4PROLNn+AF7dn4rXD5/HmN9VY/Jt0+I0PBWCaSJ+UlIR33nnHIuOmhysqKkJeXh4A09dp4ab3htXewk3vCV/HvLw8FBcXD3uMZB3FxcXYsGEDIiMj4evrC4VCgVmzZkGhUMDX1xeRkZHYsGEDv4bkFMxzAV3jfVzfcRwGrf4xzxocg1aPazu+hq7xPgDmAkREZD2ff/45cnJyTDdkMtsshOjm7m7qz9tUmC4nJweHDx+2Td8jABdD9BEUFCRsQV/dYkCnFVfe3Nd14vgNTa/7RAAWPCm1Wp8DMf9JKURdx/v27YPBYLDreBxRbW2tEFgG+4jhJhI95hm24SYSIVhmqjZ4586dXtv5kuUwHKeRRiQSYf/+/QgMDAQAaBobUXHhgsWqQXbodKi4cAGaxkYAQGBgILKysiBykN+tRETkmoxGI9atWyd8ZpYGBCBs5ky4SywzAd1dIkHYzJnCZ7u6ujqsX7+e1R2cAHMB5gIDwVxgZGMuQCMJMwEiInJVzAVoOFJSUoTjc4d3oV3TOqz22jWtOHc4vd/2u33++ecP3Dd9aRI2fVmIWS+nwkvW/6JsL5kvZr2cik1fFgo7CwDAtm3bkJWVNaxx06NlZmYKx3NWpMFT6v2IRz+ep9Qbc1Zs6rd9cgzl5eVYsGABYmJisGfPHpSWlvb7uNLSUuzZswcxMTFYsGABKioqbDxSooHrmwu0XL+Lq9v/bLEdIvRqLYq3fwX19XsAmAsQEZH11NfXY+PGjT13vPgiILXxNVmp1NRvl40bN6K+vt62Y3BRXAzRjxkzZgAA2g1G3Ki37GpWc/nV7dB29A68IuUeGCMVW63PgZBLxYgcY6poWFlZiVOnTtl1PI6ooKBAOA6R2Whl2AAF+/SMx3ycZBkMx2mkCgkJQW5uLny7KpxqGhtx48wZtPzww7DabampwY0zZ4RJD76+vsjNzRUmIBIREVnLp59+itzcXABd1bynT4fYwlUfxO7uvap8nzp1CgcPHrRoH2QdzAWYCzwOc4GRi7kAjUTMBIiIyBUxF6DhiI6Oxvz58wEAqnuVOJm+ZVjtnUzfAtW9SgDA/PnzERUV1evfd+zYgc2bN/e67/lf78QLW3cPeIK9p9QbL2zdjefT/iDcl5aWxknYVnT69GkAgNhDgrjEZRZpMy5xOcQekl7tk2PIysrClClThN1AANPXPiRqGqa9sAazX/kVpr2wBiFR04SvIWDa5SMmJgb79++3x7CJBqRvLtBy/S4KN3yOxku3htVu498rULjhc2EhBHMBIiKypv379wtFrhAbC/Q577KZ6GhT/wBUKhU++eQT+4zDxXAxRD9WrVolHJ+vssxK1r46jUZc6KftWSFeVulvsGZO7BnHZ599Zr+BOKirV68KxxN8HHfSA7dVtDyG4zSSxcbG4syZM0LVhw6tFrcuXkRlQQHauj8sDlBbczMqCwpwKz8fHVrT38PAwECcPXsWsV0f+IiIiKxFrVb3uoA8cepUi01i7ctdIsHEZ54Rbr/++utQq9VW6Yssh7kAc4HHYS4wcjEXoJGKmQAREbkS5gJkCRkZGZB2VRHNP5aFc4d3Damdc4d3If+YaYcGqVSKjIyMXv+elZWF7du397pv+tIkzFm+aUj9zVmRJuwQodFo8Oqrrw6pHXq0lpYWYVeA8RFTHrpzx2B5yXwx7qkYAKbdBfj7xDHs2LEDycnJ0GhMO8D6jQ/F4t+k481vqvHa4fN4cXsmFm3+AC9uz8Rrh8/jzW+qsfg36fAbHwrA9LOYlJSEd955x54vg+iR+uYCusb7uPa/v8aND06itaJ2UG21VtTixgcnce3t49A13gfAXICIiKzLYDBg3759phsiEbBggX0HNH++aRwA9u3bB4PBYN/xuAAuhujHwoULERpqOum4Ua9Hg8by32gl9XqotJ0AAPeur4KnWIRIuYfF+xqKp+Ue8BSbftjy8/PtPBrH09ras9XpaA/H2prNfDz379+340hcD8NxIlPIoVQqkZCQINynqqpC6dmzuHnuHOorKnC/sRGdfT6kdRoMuN/YiPqKCtz87/9G6dmzUFVVCf+ekJAApVKJqVOn2uqlEBHRCHbkyBGoVCoAgF9ICHzGjrVqfz7jxsGvq5KRSqXC0aNHrdofDR9zAeYCj8NcYGRiLkAjHTMBIiJyFcwFyBLCwsKwa1fPAogTu97A17/fgHZN6yOe1aNd04qvf78BJ3a9IdyXnp6OsLAw4XZ5eTnS0tJ6Pc9vfCgWbnpvWGNfuOk9YRJ2Xl4eF9JbQVlZmXDcvXjBUsZHTAFg2rnQvB+yj74LlqYvTcKmLwsx6+XUhy6C8ZL5YtbLqdj0ZaGwOAkAtm3bhqysLKuPmWio+ssF6r4twfcbj+Lyb77A3Zzvob5xD4b2jl7PM7R3QH3jHu7mfI/L//YFvt94FHXflgj/zlyAiIis7eTJk7h9+7bpRmQkMGaMfQckl5vGAaCyshKnTp2y73hcABdD9EMsFiM5ORkAYASQW66xeB8Fd9uF4w7T3AcE+4jhJnKMC+huIhGCZWIAwJ07d1BXV2fnETkWnU4nHLu7OcbXrJv5eNrb2x/xSBoshuNEJiEhIThx4gQOHDgAPz8/4X5NYyOqi4pQdu4cinJycC03F9dPn8a13FwU5eSg7Nw5VBcVQdPUJDzHz88PBw4cwIkTJ7jdJRER2YTRaMTevXuF20Hh4Tbp17yfvXv3wmg02qRfGhrmAswFHoe5wMjEXICImQARETk/5gJkSUlJSXj77beF2/nHspD+UizOf7EHWnX/u2dp1c04/8UepL8UK+wIAZgqy69fv77XY1NTU4VK893mrEiDp9R7WOP2lHpjzopNwu3MzMxhtUcPMj8f95TKLNq2ZFTP11+rtc6OpjQwfRcsPf/rnXhh6+4B/4x6Sr3xwtbdeD7tD8J9aWlpqKiosPhYiSzlYbmA+vo9VOw7g8ubv8CF/7Ub/2/Nflxa/yn+35r9uPC/duPy5i9Qse8M1CX3hOcwFyAiIls5dOhQz41Zs+w3EHMzZwqHn332mf3G4SK4GOIh1q9fL3xoK6zR4Wqt7tFPGKTKZtMqWHezr0CIzN2ifQxXsE/PeAoKCuw4EscjMav619HpWGGl+Xg8PT3tOBLXwnCcqDeRSIS1a9fi9u3byMjIQHR0dO8HGI3Qa7XQaTTQa7VAn+/dmJgYZGRk4Pbt21i7di1EDjLpj4iIXF9BQYFQ7U4aEIBRvpbZov5xRvn6QhoQAAAoKiqCUqm0Sb80dMwFmAs8CnOBkYe5AFGP4WYCkydPZiZARER2w1yALG3btm3IzMyEVCoFAKjuVSJ7ZxremReM3ctn4qu3k5H9/uv46u1k7F4+E+/MC0b2zjSo7lUCAKRSKbKysvDmm2/2areoqAh5eXkAADex6fxc7CFBXOIyi4w7LnE5xB6mc9vTp09bpE3qYX4+3q6x7C5/urae3Ue8vLws2jYNjvmCpelLkzBn+aYhtTNnRZqwQ4RGo8Grr75qqSESWcVjc4FOI3T1rdDWNENX3wp0cq4AERHZ18WLF00Hnp7Cjgx29/TTpvEAyM/Pt/NgnB8XQzyEXC5Henq6cPur663Q6Dst0narrhPN7aa2fDx7vgQTfBx30gO3xuzN27tnJf99vWNdhDYfz+jRo+04EtfiKOH4lStXbNIv0UDJZDKkpKTgypUruHTpEnbv3o3Vq1djypQpCA4Oxph+thU7ffo0Ll++jJSUFMhklq2GQ0RE9DhC0AHAPzjYpn2b92c+DnJMzAWYCzwKc4GRh7kA0YMelwnI5XKMHz/+geedPXuWmQAREdkNcwGyhqSkJBQVFWH+/PnCfQa9DtXXCnDp64M4/58f49LXB1F9rQAGfU+xhfnz56OoqOiBHSGA3rs1dBpMBRXGR0yBl8wy5yJeMl+MeyoGAFBaWgq12rIT9ke6cLOF7TU3iyza9r1S03mhSCTq1Q/ZlvmCJb/xoVi46b1htbdw03vwGx8KAMjLy2MWR06BcwWIiMgZ1NbWoqqqynQjOBhwc5Bp825upvEAuHPnDurq6uw8IOfmIF9Vx7Ry5UokJiYCANQ6I44WtVqk2l9VS4dw7O3Rs7p1tIdjrXQ1H8/9+/ftOBLHExUVJRzfNft6OoJqs/E8sPqahsxRwvFLly7ZtG+igRKJRFAoFHjttddw8OBBXL58GVVVVbh+/foDj33mmWdY3YGIiOzG/POU1N/fpn2PMtsymp/rnANzAeYCD8NcYORhLkD0cA/LBOrq6nD58uV+H09ERGQvzAXIWsLCwpCbm4uioiJs2LABkZGRD3zuEYlEiIyMxIYNG1BcXIzc3FyEhYX12173bg1u7j2FCroXL1jK+IgpAEw74ZWVlVm07ZHOx8cHERERAEyLF7TqZou0q1U3C4srIiIiOJHYjswXLM1ZkQZPqfcjHv14nlJvzFmxqd/2iRwd5woQEZEjKygo6LkREmK/gfTH7PpPr3HSoHExxCOIRCJkZmbCvysIK23Q48gV9bAnPtS0GoTj0ZKeL4G7m2N92DMfT3t7ux1H4ngUCoVwXKV23EkP5uOk4XGUcLy/C8hERERENHCFhYWmA5EIXj4+Nu17lK8v0BXyK5VKm/ZNQ8NcgLnAwzAXGHmYCxARERG5BuYCZG3R0dH4+OOPUVJSApVKBaVSifPnz0OpVKK5uRklJSX4+OOPey2y76ulpQWlpaUAgDETeyr/e0otO/FdMqpn8rZWq7Vo2wTEx8cDMO0Sosw5apE2lTlHhN1Futsn++hesCT2kCAucZlF2oxLXA6xh6RX+0REREQ0PFevXu25MWGC/QbSH7PFENwZbHi4GOIxgoODkZ2djVGjRgEArtbpcfB7NTT6ziG3qTP0TJrwcu+ZWGCJ6pKWZD4eT09PO47E8QQFBSGka5VYdYsBnUbH+Np1Go2oVpsm1UycOBGBgYF2HpHrcJRw/MqVKzbtm4iIiMjV1NfXAwA8PD3hJhbbtG83sRgeXedWDQ0NNu2bho65gAlzgd6YC4w8zAWIiIiIXANzAbIlHx8fxMbGYubMmYiNjR1wFX/zXRrkoU8Jx+0atUXHp2trFY69vLws2jYBKSkpwvG5w7vQrml9xKMfr13TinOH0/ttn2zLfMHS+Igp8JL5WqRdL5mvsANMaWkp1GrL/swTERERjUStrWafw0ePtt9A+mM2nvv379txIM6PiyEGYPbs2Th+/Lgw8aG0QY8PzqtwtVY3pPYMZvMlPMU9kx7u6x3jwnk38/GMdrRfAg5gxowZAIB2gxE36vV2Ho1JSb0e7V2TaqZPn27n0bgWRwnHm5qabNo3ERERkavR6UzncSIbf6brJnIznYazyr5zYS7AXKA/zAVGFuYCRERERK6BuQA5A/PvD5/AnsqlNTeLLNrPvVLTYmuRSITw8PDHPJoGKzo6GvPnzwcAqO5V4mT6lmG1dzJ9C1T3KgEA8+fPf+TuImRd5guWuhcvWMr4iCkAAKPR2KsfIiIiIhqa7hwAAODubr+B9MdsPMwJhoeLIQYoPj4ep0+fhr+/PwBArTPis8tq/LFIjQaNYVBtic3edR/Pnht3WzosMlZLqTYbT3R0tB1H4phWrVolHJ+vcoxtQy/c6RnH6tWr7TcQF+Qo4XivP85ERERENGgSiWmbcaNhcOdxlmLsNM2CZ5V958NcgLlAX8wFRhbmAkRERESugbkAOQPz7w+DXifsDnGv9Aq06maL9KFVNwuLKyIiIga8awUNTkZGBqRSKQAg/1gWzh3eNaR2zh3ehfxjWQAAqVSKjIwMi42RBs98opqn1LI/O5JR3sKxVusYeRMRERGRM+vOAQAAHY51LdZ8PMwJhoeLIQZh9uzZKCoqQmJionBfYY0Of/hOhQPKFlyr06HT+PgqjhKzqo9SSc9xldqxftDMJz0oFAo7jsQxLVy4EKGhoQCAG/X6QU9+sbR6jQE3GkyVKENDQ5GQkGDX8bgaRwnHe/1xJiIiIqJBk8vlAAB9ezs6bfzZrtNggL7rQtmYMWNs2jdZBnMBMsdcYGRhLkBERETkGpgLkDMw36Wh5mYRwqfPA2BaGKHMOWqRPpQ5R2DQmxZbx8fHW6RNelBYWBh27epZAHFi1xv4+vcb0K5pHdDz2zWt+Pr3G3Bi1xvCfenp6QgLC7P4WGngzCeqtWvUFm1b19bzveHl5WXRtomIiIhGIm/vnsWmuH/ffgPpj9l4Ro8ebceBOD8uhhik4OBgZGdn47PPPoOvry8AwAigpEGPg9+rsf1MEzL+3oz/e+M+Cu61o6Reh7JGPUrqdSi41266/27P6u1GTSd8u6pAVrcYBjRpwhY6jUZUq00B4MSJExEYGGjnETkesViM5ORkAKbvgdxyjV3Hk1euQfd3T0pKCsR2qlToqhwlHO+uQktEREREQxMbG2s6MBqhbWmxad9tzc1A1zlfXFycTfsmy2EuQN2YC4wszAWIiIiIXANzAXIGPj4+iIiIAGDaDSJ24b8K/3bu8K4BT6R/mHZNK84dThdup6SkDKs9erSkpCS8/fbbwu38Y1lIfykW57/Y89CdPrTqZpz/Yg/SX4oVdoQAgB07dmD9+vVWHzM9Wt8FS5Z0r/QKAEAkEvXqh4iIiIiGJioqqufG3bv2G0h/qquFw+joaDsOxPlxMcQQiEQirFq1CmVlZXj33XeFKoAA0G4wokLVgXO3tfiiuBUHCtXILGjBgUI1vihuxbnbWtTc7xQeX6XuQKivu/DcG/V6m7+e/pTU69FuMIVx06dPt/NoHNf69evh5+cHwFQN9Gqtzi7jKK7VobDG1Lefnx/WrVtnl3G4MkcJx6dMmWLTvomIiIhczbRp04RjTVOTTftuU6n6HQc5H+YC1I25wMjBXICIiIjINTAXIGfRvVuDQa9D1XUlnpphuq26V4mT6VuG1fbJ9C1Q3asEAMyfP7/35CCyim3btiEzMxNSqRSA6euYvTMN78wLxu7lM/HV28nIfv91fPV2MnYvn4l35gUje2ea8HWSSqXIysrCm2++ac+XQV36Llh62KKWwdKqm4XFFREREZDJZBZpl4iIiGgkUygUPTeqquw3kP6YLYboNU4aNC6GGAa5XI4tW7agvLwc2dnZWLp0KSZOnDig53ZX56tuMSBufM/29uertA97ik1duNMzjtWrV9tvIA5OLpcjPT1duP3V9VZo9J0Pf4IVaPSd+Op6T/WPjz76SKhWSJbjKOH4M888Y9O+iYiIiFzNjBkzhOMms3DBFsz7Mx8HOS/mAsRcYORgLkBERETkGpgLkLMw363h3OFdWJj2B3h4mSbS5x/LwrnDu4bU7rnDu4SdBqRSKTIyMoY/WBqQpKQkFBUVYf78+cJ9Br0O1dcKcOnrgzj/nx/j0tcHUX2tAAZ9T7GF+fPno6ioiDtCOBjzBUvKnKMWaVOZc0T42ne3T0RERETDExQUhJCQENON6mqg07bX8R6qs1NYDDFx4kQEBgbaeUDOjYshLEAsFmPRokX48ssvcfv2bfzwww84efIk3n//fbz11lv47W9/i7feegvvv/8+Tp48idraWvzzP/8zAAhVFv29TF+KG/V6NGgMdnstAFCvMeBGg6kSZWhoKBISEuw6Hke3cuVKJCYmAgDUOiOOFrWio9Nok747Oo04cqUVrTpTf4sWLcKKFSts0vdI4yjhOCsFEREREQ2PQqEQtpjUNDaaqm3bQFtzMzSNjQCAmJgYxMXF2aRfsg3mAiMbc4GRgbkAERERkWtgLkDOIjo6Wpg0r7pXifwv92HR6x8I/35i1xv4+vcb0K5pfVgTvbRrWvH17zfgxK43hPvS09MRFhZm2YHTI4WFhSE3NxdFRUXYsGEDIiMjIRKJej1GJBIhMjISGzZsQHFxMXJzc/l1ckB9FywN9GfxYdo1rTh3OL3f9omIiIhoeIRrPO3twI0b9h1Mt5IS03gATJ8+3c6DcX7u9h6AKwoKCkJCQsIjJwusWrUKx44dAwBcrG7HjBAvnCzTwAggt1yDV2Lst91dXrlpHIDpBKu7WiX1TyQSITMzEzExMWhqakJpgx5HrqixfIoM7m6ixzcwRKYJD2rcbDRNUPH390dmZuYDYQlZRnc4XlxcLITjo3x9rd5v33B8ypQpVu+TiIiIyJWJRCKkpqYiNTUVAFBbVoZQG2w5WVtWJhynpqbyc7uLYy4wsjAXGBmYCxARERG5BuYC5EwyMjIQExMDjUaD/GNZeD7tD5j36u/wTcb/BmDaIeLGd7mYs2IT4hKXw0v24DmKVt0MZc4RnDucDtW9SuH+HTt2cKcBO4qOjsbHH38MAGhpaUF5eTm0Wi28vLwQHh4Omcx+uRANTPeCpby8PKjuVeJk+ha8sHX3kNs7mb5F+BmdP38+oqKiLDVUIiIiohHP/Loszp8HJk+274AA4MIF4XD16tX2G4eL4M4QdrJw4UKEhoYCMFV9fCrAHaPcTaFXYY0OV2t1j3q61RTX6lBYY+rbz88P69ats8s4nE1wcDCys7MxatQoAMDVOj0Ofq+GRm+dLXU0+k58WqjG1TrThAepVIrs7GxMmDDBKv1RTzjezTy0tiaG40RERESWt3z5cvj5+QEAVFVVaKmpsWp/LTU1UFVVATCdZy1btsyq/ZFzYC7gWpgLuD7mAkRERESug7kAOYuwsDDs2rVLuH1i1xtQ193Don/7d3h4SQGYdo3I3pmGd+YFY/fymfjq7WRkv/86vno7GbuXz8Q784KRvTNNmGQtkUiQlZWFN9980y6viR7k4+OD2NhYzJw5E7GxsVwI4UQyMjIglZp+FvOPZeHc4V2PeUb/zh3ehfxjWQBMGU9GRobFxkhEREREva/L4sYNoKHBvgOqrxd2qAgNDX1kgT0aGC6GsBOxWIzk5GQAgBHAudta/CxSKvz7V9dbrXbB/GE0+k58db1n676PPvoIcrncpmNwZrNnz8bx48eFiQ+lDXp8cF5l8QksxbU6vH9eJVR+lEqlOH78OGbPnm3RfuhBDMeJiIiIXINMJsMHH3wg3L5z+TI6dNaZeN6h0+HO5cvC7Q8//JAXNAkAcwFXxFzA9TEXICIiInINzAXImSQlJeHtt98Wbucfy8LfjnyEOSvT8ORPfircb9DrUH2tAJe+Pojz//kxLn19ENXXCmDQ93xvh4eH4/r169wRgshC+luw9PXvN6Bd0/qIZ/Vo17Ti699vwIldbwj3paenIywszOJjJSIiIhrJzK/LwmgEcnPtO6C8PNM4AKSkpEAsFtt3PC6AiyHsaP369cIF1MIaHbzEIkyWewAA1Dojjha1oqPTaJOxdHQaceRKK1p1pv4WLVqEFStW2KRvVxIfH4/Tp0/D398fgOnr+NllNf5YpEaDxjCstus1BvyxSI1Dl9XC18nf3x95eXmYN2/esMdOj8dwnIiIiMh1rF27Vqiw0KHV4lZ+PgwdHRbtw9DRgVv5+ejQagGYKk6sWbPGon2Qc2Mu4HqYC7g25gJEREREroO5ADmTbdu29ToXUd2rxF+z/n/4x/fnERT2YwRNmoxRMr+HPt/d3R1vvfUWbt68yUnWRBbW34Kl9Jdicf6LPdCqm/t9jlbdjPNf7EH6S7HCjhAAsGPHDi5WIiIiIrIS8+uyKCwErl61z0CKi039w1QIa926dfYZh4vhYgg7ksvlSE9PF27/ueQ+nn9KilHupu3uSxv0OHJFbfWJD6YJD2qhoqC/vz8yMzMhEoms2q+rmj17NoqKipCYmCjcV1ijwx++U+GAsgXX6nToNA7sa9ppNOJanQ4HlC3Y+Z0KhTU9F9gTExNRXFzMyo82xnCciIiIyDWIRCLs378fgYGBAABNYyMqLlyw2KTWDp0OFRcuQNPYCAAIDAxEVlYWz7OoF+YCrom5gGtjLkBERETkGpgLkLNZuXLlA/cZ9DrUVlxD7a3raFOr+n3e/PnzcePGDfzud7+z8giJRq5t27YhMzMTUqlp11fVvUpk70zDO/OCsXv5THz1djKy338dX72djN3LZ+KdecHI3pkG1b1KAKZdP7OysvDmm2/a82UQERERubS+12Xx1VeARmPbQWg0pn67fPTRR5DL5bYdg4tyt/cARrqVK1fiyy+/RE5ODtQ6I7JLNVj5jDc+LVRD3wlcrdPj4PdqLIvxhtTD8mtXNPpOHLnSKkx4kEqlyM7OxoQJEyze10gSHByM7OxsfP7559i4cSOam5thBFDSoEdJgx6eYhGCZWIE+7gj2Mcdoz1EcHcToaPTiPt6I6pbOkz/qQ1oN/SeIOHn54ePPvoIK1asYGBqB93heFxcHOrq6oRwfNL06XCXSIbdfodOh1v5+QzHXZzRaERBQQEuXryIS5cuobCwEPX19dDpdJBIJJDL5YiNjcW0adMwY8YMKBQKfg8QERFZQUhICHJzczF37lw0NzdD09iIG2fOYOLUqfAZO3bI7bbU1JiqhXdNYvX19UVubi5CQkIsNXRyIcwFXBNzAdfFXIAsgbkAERGRY2AuQM4uPDwc5eXlMJotuBeJRIiIiEB8fDxSUlIQFRVlxxESjRxJSUmYN28eXn31VeTl5QEwLViqvlaA6msFD33e/PnzkZGRwV1bRhjmAkRERPZhfl0WajVw9CiwZg3gboOp9B0dwJEjQGsrAGDRokVYsWKF9fsdIbgYws5EIhEyMzMRExODpqYmlDbo4eEGrJgiw+ErpokPpQ16fHBehRcneyMqaPgXVbsV1+rw1fVWtOpM4cioUaNw/PhxVhS0EJFIhFWrViExMRGffPIJ9u3bh8pK08r+doMRFaoOVKgGXjkwNDQUKSkpWLduHVeD2RnDcRoqtVqNI0eOYO/evSguLn7o4+7evYsrV67g0KFDAIDo6GikpqZi+fLlkMlkthouERHRiBAbG4szZ85gwYIFqKurM1X5vngRfiEhCAoPxyhf3wG31dbcjNqyMqiqqoT7AgMDkZeXh6lTp1ph9OQKmAu4LuYCrou5AA0VcwEiIiLHw1yAnNn58+fh6emJ8vJyaLVaeHl5ITw8nJ8ZiewkLCwMubm5KC4uRmZmJk6fPo3S0lIuWCIBcwEiIiL76ntdFqWlpgUKy5dbd0FE90KImzcBAP7+/sjMzORiRwuyfElBGrTuaoGjRo0CYKr6+Lc7Wqx8RoZR7qZvdrXOiM8uq/HHIjUaNIZh9VevMeCPRWocuqwWJjzIZDKcPn0a8+bNG96LoQfI5XJs2bIF5eXlyM7OxtKlSzFx4sQBPXfixIlYunQp/vKXv6C8vBxbtmzhhAcH0R2Od2+f3B2OVxYUoK25eVBttTU3o7KgALfy84UJD4GBgTh79ixiY2MtPnayPaPRiAMHDuCJJ55Aamrqg8GGSAQPLy9IRo+Gh5cX0OeDTnFxMVJTU/HEE0/gwIEDvQIzIiIiGr7Y2FgolUokJCQI96mqqlB69ixunjuH+ooK3G9sRKeh97lYp8GA+42NqK+owM3//m+Unj3ba8JDQkIClEolJzzQYzEXcG3MBVwTcwEaDOYCREREjo25ADkzHx8fxMbGYubMmYiNjeUkWSIHEB0djY8//hglJSVQqVRQKpU4f/48lEolmpubUVJSgo8//pgLIUaQx+UCIrEbJHJveI33hUTuDZG493Q+5gJERESW0/e6LK5eBQ4eBDQa63So0QCffmrqB4BUKkV2djYmTJhgnf5GKO4M4SBmz56N48ePY8mSJWhra0Npgx731B1YFCFFca0O1+v1AIDCGh2+r9EhcowHZk70wtNyD7gNYHVQp9GIkno9LtzR4kaDHuYfi6dPn44///nP/OGyMrFYjEWLFmHRokUAgNraWiiVShQXF+P+/ftob2+Hp6cnRo8ejejoaCgUCuGCOjmm7nB8/fr1OHXqFABTOK6qqoI0IAD+wcEY5eeHUb6+cBOLhed1Ggxoa25Gm0qFpqoqaJqaerWbkJCA/fv3s/Kji6iqqur1PdKt+3tE6u8PLx+fB75HtC0t0DQ1oam6GprGRgCASqXCunXrcOzYMX6PEBERWVhISAhOnDiB//iP/8CmTZuE+zWNjcLfYohE8PD0hMjNDcbOTujb24F+Ljr4+fnhww8/xJo1a1jNgQaMuYDrYy7gepgL0EAwFyAiInIOzAWIiMgauhcs0cj1sFzAZ/IEyJ+NhOypcRj9IzncJD1T+Dp1Hbj/j3qob9ag7tsSqK/fA8BcgIiIyFL6XpdFaSnwwQfAiy8CllywWlwMfPUV0NoKwLQQ4vjx45g9e7bl+iAAXAzhUOLj43H69GksXrwYTU1NUOuM+PLafUwd64HEp6T4r1tt0HYYYQRQ0qBHSYMenmIRgmViBPu4I9jHHaM9RHB3E6Gj04j7eiOqWzpM/6kNaDf0DuNEIhG2bt2KHTt2MIizg6CgICQkJPSqMkPOpzscP3jwIF5//XWoVCoADMfJpLCwUNhau9tAttZ2E4sh9feH1N8f8rCwB7bWPnXqFOLi4pCbm8vwjIiIyIJEIhFeeeWVXpMeejEaoe+q2N2fmJgYpKamYtmyZazCR0PCXGBkYS7gGpgL0KMwFyAiInIuzAWIiIjIkvrLBQKffRrBL06D96SHF0Fxk7hDFjEOsohxmJA4Fa0Vtaj+cwHqvi0BwFyAiIjIEvpel4VaDXz2GRAbCyxYAIwZM/TG6+uBvDygsFC4y9/fH9nZ2VwIYSVcDOFgZs+ejaKiIiQnJyMnJwcA8P0Pelz+QY8n/d3h6+WGiqYONGk7AQDtBiMqVB2oUHUMqp/IyEgcO3YM0dHRFn8NRCONSCTC2rVr8dJLL+Ho0aPYs2dP720NGY6PSEqlEs899xyam5sBAO5eXpg4dSp8xo4ddFujfH0RqlDAPzgYdy5fRodWi7q6OsydOxdnzpxhwEFERGRl7777Lm7cuAGlUomGhgahevuYMWMQFxeHadOmYcaMGYiLi+PkVRo25gJEzoe5APWHuQAREZHrYC5AREREg9U3F5AEjEb4L+MRMG3SoNvyDgtC5OaFCHw2EmW7v4Gu8T5zASIiIgvo77osCguB778HIiOBmTOBp58G3Nwe31hnJ1BSAly4ANy40asoVmJiIrKysjBhwgTrvBDiYghHFBwcjOzsbHz++efYuHEjmpubYQRQ1mSa2CBxA8aOdoOhE9B0GKHRP1hJ7mFGjx6N3bt3Y9WqVQzjiCxMJpMhJSUFycnJUCqVuHjxIi5dusRwfASqqqpCQkKCEGxIAwIwafp0uEskw2rXZ9w4RAYE4FZ+PjSNjWhubsaCBQugVCq5BSYREZEV/eIXv0Bg4MOrNBFZGnMBIufEXIC6MRcgIiJyLcwFiIiIaDD65gI+kydg8rYl8JB5DavdgJ+EIXb3SlzfcRwt1+8yFyAiIrKA/q7Lwmg0LWwoKQE8PYHg4J7/Ro8G3N2Bjg7g/n2gurrnv/b2Xm37+fnho48+wooVK3gdyMq4GMJBiUQirFq1ComJifjkk0+wd+9e3LlzBwCg6wR+uN85qPZCQ0ORkpKCdevWQS6XW2PIRNRFJBJBoVBAoVDYeyhkB0ajEevWrRO2upQGBCBs5kyI3S3zJ9ddIkHYzJmouHABmsZG1NXVYf369Thx4gQ/NBERERG5EOYCRM6LucDIxlyAiIiIiIiIaOTqmwv4TJ6AqLd/DrGXh0Xa95B5Iertn+Pq9j+j5fpd5gJEREQWYH5d9qOPPsI777zT84/t7UBFhem/AeJ1WdsbwN4dZE9yuRxbtmzB//t//2/Qz504cSKWLl2Kv/zlLygvL8eWLVv4g0VEZGWffvopcnNzAQDuXl6YNH26xSY8dBO7u5sqSnqZKkecOnUKBw8etGgfREREROQYmAsQETkX5gJEREREREREI5d5LiAJGI3J25ZYbCFEN7GXByZvWwJJwGgAzAWIiIgsRS6X41e/+tWQnsvrsvbFnSGchFgsfuC+L774Anfu3MH9+/fR3t4OT09PjB49GtHR0VAoFNyulYjIxtRqNTZv3izcnjh1KtwlEqv05S6RYOIzz+BWfj4A4PXXX8dLL70EmUxmlf6IiIiIyL6YCxAROT7mAkREREREREQjV99cIPyX8fCQeVmlLw+ZF8I3zMO1t48DYC5ARERkTVevXsXt27dRXFzM67IOioshnNhzzz3HHyAiIgdy5MgRqFQqAIBfSAh8xo61an8+48bBLyQEqqoqqFQqHD16FCkpKVbtk4iIiIgcB3MBIiLHwlyAiIiIiIiIaOQyzwUCn30aAdMmWbW/gJ+EIfDZp1H3bQlzASIiIisKDAzEj3/8YyQkJNh7KPQQbvYeABERkSswGo3Yu3evcDsoPNwm/Zr3s3fvXhiNRpv0S0REREREREQ9mAsQERERERERjVx9c4HgF6fZpN/gnyuEY+YCRERENFJxMQQREZEFFBQUoLi4GAAgDQjAKF9fm/Q7ytcX0oAAAEBRURGUSqVN+iUiIiIiIiKiHswFiIiIiIiIiEYu81zAZ/IEeE+yzY6+3mFBkE0eD4C5ABEREY1c7vYeABERDZ/RaERBQQEuXryIS5cuobCwEPX19dDpdJBIJJDL5YiNjcW0adMwY8YMKBQKiEQiew/bpVy8eFE49g8Otmnf/sHB0DQ2CuNQKBSPeQYRERERERG5EuYC9sdcgIiIiIiIiGjkMs8F5M9G2rTvwGefhvr6PWEczAWIiIhopOFiCCIiJ3fw4EEcPnxYqDLQn7t37+LKlSs4dOgQACA6OhqpqalYvnw5ZDKZrYbq0i5duiQcS/39bdr3KD+/fsdBREREREREro+5gGNgLkBEREREREQ0cpmfj8ueGmfTvmXhY/sdBxEREdFI4WbvARAR0fC88cYbD054EIng4eUFyejR8PDyAvpUeywuLkZqaiqeeOIJHDhwAEaj0YYjdk2FhYWmA5EIXj4+Nu17lK+v8DXmtpdEREREREQjC3MBx8BcgIiIiIiIiGjk6s4FRGI3jP6R3KZ9S38UCLgxFyAiIqKRiztDEBG5CGlAAPyDgyH194eXjw/cxGLh3zoNBmhbWqBpakJTdTU0jY0AAJVKhXXr1uHYsWPYv38/QkJC7DV8p1dfXw8A8PD07PXe24KbWAwPT0/otVo0NDTYtG8iIiIiIiJyDMwF7Iu5ABEREREREdHIJeQC/lK4SWw7HU/s6Q5JwGjo6luZCxAREdGIxMUQREROpKio6IH7/EJCEBQebqoC+BBuYjGk/v6Q+vtDHhaGtuZm1JaVQVVVBQA4deoU4uLikJubi9jYWKuN35XpdDoAgMjGEx66idxMmz21t7fbpX8iIiIiIiKyPuYCjou5ABERERERETmKlpYWlJWVob29HZ6enggPD4ePjXcxHGm6cwE3D/vkAm7upn6ZCxAREdFI5GbvARAR0cAolUr88z//s3Db3csLk2bMQKhC8cgJD/0Z5euLUIUCk6ZPh7uXFwCgrq4Oc+fOFbZvpMGRSCQAAKPBYJf+jZ2dAABPT0+79E9ERERERETWxVzAsTEXICIiIiIiInsqLi7Ghg0bEBkZCV9fXygUCsyaNQsKhQK+vr6IjIzEhg0bUFxcbO+huqTuXKBTb59coLPD1C9zASIiIhqJuBiCiMgJVFVVISEhAS0tLQAAaUAAIufOhc/YscNq12fcOETOnQtpQAAAoLm5GQsWLEBVV2VIGji5XA4A0Le3o9PGEx86DQbouyo8jBkzxqZ9ExERERERkfUxF3B8zAWIiIiIiIjIHm7duoUFCxYgJiYGe/bsQWlpab+PKy0txZ49exATE4MFCxagoqLCxiN1bUIu0KRBp67Dpn0b2juga7wPgLkAERERjUxcDEFE5OCMRiPWrVuHuro6AKYJD2EzZ8K9q7LAcLlLJAibOVOY+FBXV4f169fDaDRapP2RIjY21nRgNELbNTnFVtqam4Gur1dcXJxN+yYiIiIiIiLrYi7gHJgLEBERERERkT3MnTsXeXl5wm2xhwQhUdMw7YU1mP3KrzDthTUIiZoGsUdPjpCXl4eYmBjs37/fHkN2Sd25gNHQifv/qLdp35p/1AGdzAWIiIho5OJiCCIiB/fpp58iNzcXAODu5YVJ06dD7O5u0T7E7u6YNH063L28AACnTp3CwYMHLdqHq5s2bZpwrGlqsmnfbSpVv+MgIiIiIiIi58dcwDkwFyAiIiIiIiJ70Gg0AAC/8aFY/Jt0vPlNNV47fB4vbs/Eos0f4MXtmXjt8Hm8+U01Fv8mHX7jQ4XnJSUl4Z133rHn8F2G+fm4+maNTftWl/3Q7ziIiIiIRgouhiAicmBqtRqbN28Wbk+cOtVilR/7cpdIMPGZZ4Tbr7/+OtRqtVX6ckUzZswQjpuqq23at3l/5uMgIiIiIiIi58ZcwHkwFyAiIiIiIiJ7mb40CZu+LMSsl1PhJfPt9zFeMl/MejkVm74sxPSlScL927ZtQ1ZWlq2G6rLMz8frv71h077rvi3pdxxEREREIwUXQxARObAjR45A1VXdzy8kBD5jx1q1P59x4+AXEgIAUKlUOHr0qFX7cyUKhQLR0dEAAE1jI9qam23Sb1tzMzSNjQCAmJgYbntJRERERETkQpgLOA/mAkRERERERGQPz/96J17YuhueUu8BPd5T6o0Xtu7G82l/EO5LS0tDRUWFtYY4IpjnAi3X76L1Vp1N+m2tqIX6+j0AzAWIiIho5OJiCCIiB2U0GrF3717hdlB4uE36Ne9n7969MBqNNunX2YlEIqSmpgq3a8vKbNKveT+pqakQiUQ26ZeIiIiIiIisi7mAc2EuQERERERERLY2fWkS5izfNKTnzlmRJuwQodFo8Oqrr1pwZCNP31yg+qtLNum3+s8FwjFzASIiIhqpuBiCiMhBFRQUoLi4GAAgDQjAKN/+t7O0tFG+vpAGBAAAioqKoFQqbdKvK1i+fDn8/PwAAKqqKrTU1Fi1v5aaGqiqqgAAfn5+WLZsmVX7IyIiIiIiItthLuB8mAsQERERERGRNV27dk049hsfioWb3htWews3vQe/8aEAgLy8PCGHoKExzwXqvi1B49+tu9tG498rUPdtCQDmAkT/f/buPTzK+s7//2tmksmJyYkEkESQGAgIAZLgAroWaasErWu/dttt6wkoKE2xrYu79ueqbbXfbdeFaluECkWKh24PaPXrcgjYArUVqCExEDmJQSDhkITJYcJkMslkfn+EDElIQg5zTJ6P6/K6Zib3/fm8cxMzmdf9OQAAhjYmQwBAkNq7d6/ncUJKil/7bt9f+zrQM4vFohUrVnieny4uVrPT6ZO+mp1OnS4u9jxfuXKlLBaLT/oCAAAAAPgfuUDoIRcAAAAAAPjSK6+84nl8y/2PKiJ62IDai4geplvu/67n+UsvvTSg9oa6zrnA8VXvqsnm8ElfTTaHjq961/OcXAAAAAxlTIYAgCBVUHB528TohAS/9h11abWCznXg6hYtWqTc3FxJUrPDoRP79snV3OzVPlzNzTqxb5+aHa3Byfz587Vw4UKv9gEAAAAACCxygdBELgAAAAAA8JXdu3dLkkzhZmXf6Z1dALLvvE+mcLMkaceOHV5pcyhrnws4rRd1+Nm35XI0ebUPl6NJh559S07rRUnkAgAAAEyGAIAgVVRU1PrAYFBkbKxf+46Ki5MMBklSYWGhX/sOdQaDQevWrVNycrIkyW61qnTPHq+tBNnsdKp0zx7ZrVZJUnJystauXSvDpX8vAAAAAMDgQC4QmsgFAAAAAAC+UFdXp08++USSdM2EqYq0xHml3UhLnEaNz5QkHTt2TDabzSvtDlWdc4G6w2f00dNvem2HiCabQyVPvyHb4bOSyAUAAAAkJkMAQNCqqqqSJIVHRMhoMvm1b6PJpPCICEnShQsX/Nr3YJCamqr8/HzFxbUGUHarVUd37lTd+fMDarfu3Dkd3bnTM+AhLi5O+fn5Sk1NHXDNAAAAAIDgQi4QusgFAAAAAADedvz4cc/jtskL3nLNhKmSJLfb3aEf9E/nXKDu8BkVLXtF1oITA2rX+kGpipa94pkIQS4AAADQiskQABCknJdWDDT4ecBDG4Ox9S2isbExIP2HuqysLO3cudOz4kOzw6ETe/fq5P79aqit7VNbDbW1Orl/v07s26dmR+uKEcnJydq1a5eysrK8XjsAAAAAIPDIBUIbuQAAAAAAwJvafz6PiLZ4tW1z1DDPY4fDOzsYDHWdcwGn9aIO/fAtHV2xVfWlFX1qq760QkdXbNWhZ96W03pRErkAAABAe2GBLgAA0DWz2SxJcrtcAenf3dIiSYq4tBIk+i4rK0uFhYVasmSJtm3bJkmqKStTTVmZohMTlZCSoqj4eEXFxXVY5bPF5VJDba0aampUXVYme3V1h3Zzc3O1bt06VngAAAAAgEGMXCD0kQsAAAAAALyl/efzRrvNq207G+o9jyMjI73a9lDWVS5QufuIKncfkWXSNUqeM1GW9JGKvi5ZpojLQ/hcjc2yf1op2/Hzqtx1RLYjZzu0Sy4AAADQEZMhACBIJSUl6cyZM2pqbFSLy9Xhprivtbhcarq0ssTw4cP91u9glJqaqi1btmjDhg1avny5ampqJEl2q1V2q7X1IINB4RERMhiNcre0tF57t/uKtuLj47Vy5UotXLhQBoPBj98FAAAAAMDfyAUGB3IBAAAAAIA3pKenex6f+/igV9s+e+yAJMlgMHToBwPXXS5gO3xWtsOXJjkYDTInxsgYZlJLs6t194cWcgEAAIDeMga6AABA1zzbGbrdctTV+bXvhtpaz0337Oxsv/Y9GBkMBi1atEinTp3SmjVrNGXKlI4HuN1qcjjktNvV5HBcMeAhMzNTa9as0alTp7Ro0SKCDQAAAAAYAsgFBg9yAQAAAADAQMXGxur666+X1Dp5wWGr9Uq7DlutZ3LFhAkTZLFYvNIuLrtqLtDilrOqXo5ztXJW1V8xEYJcAAAAoGfsDAEAQWrGjBnauHGjJMleXa3ohAS/9d1waTWCtjrgHRaLRUuXLtXDDz+swsJC7d27VwUFBSosLNSFCxfU2NioiIgIDR8+XNnZ2ZoxY4ZmzZql7OxsAg0AAAAAGGLIBQYfcgEAAAAAwEDMmTNHn3zyiVxNThVufl03fTVvwG0Wbn5NrianJOm2224bcHvoHrkAAACAbzAZIoRVVVUFuoSQ19U15Lp6B9d24DIyMjyPq8vLlZSW5re+q8vLO9RRWVnpt74DIRA/r2PGjNGYMWP0la985arHhvL/O/wu8A2uq29wXX2Ha+sbXFff4BoilPDzOnD8LvUNrqt3kAv4D7mA7/D7wDe4rr7BdfUdrq1vcF19g2uIUMLP68Dxu9Q3uK6+c/fdd+vll1+WJL336vPK+acHFBE9rN/tNdrr9d6rL3ief+UrXxn0GUBXyAV8g98FvsO19Q2uq29wXX2Ha+sbXMPQZHC7O+25jaBUWVmpESNGBLoMAAE04dZbFRUX5/N+GmprdWzXLp/3AwAAECoqKiqUnJwc6DIwxJELACAXAAAACAxyAQQDcgEAXZn5zw/pi0+s6vf5b/3nMu3btNaLFQEAAAw+5ALBzxjoAgAAvVNx/Pig6gcAAAAAAPQeuQAAAAAAAGhv36a1eu/V5/t17nuvPs9ECAAAAAwKTIYAgBBRU1amunPnfNpH3blzqikr82kfAAAAAACg78gFAAAAAABAZ1uef1xv/ecyNdrre3V8o71eb/3nMm15/nEfVwYAAAD4B5MhACCEnC4uVrPT6ZO2m51OnS4u9knbAAAAAABg4MgFAAAAAABAZ/s2rdULX87S+799UQ5bbZfHOGy1ev+3L+qFL2exIwQAAAAGFYPb7XYHughcXWVlpUaMGNHhtUOHDikpKSlAFQ0OVVVVuuGGGzq8xnX1Dq6t97jdbn3ta1/Tn//8Z0lSdGKi0mbPlikszGt9uJqbVbpnj+xWqyTpc5/7nH7zm9/IYDB4rY9gxs+r73BtfYPr6htcV9/h2voG19U3urquFRUVSk5ODlBFQCtyAd/gd6lvcF29i1zA9/iZ9R2urW9wXX2D6+o7XFvf4Lr6BrkAghW5gG/wu9Q3uK6+09W1jYqKUkNDg+e5KdysUeMzdc2EqTJHDZOzoV5njx3QuY8PytV0eYGF6OhoPfvss7r//vv9Vn+w4mfWN7iuvsO19Q2uq29wXX2Ha+sb5AKhyXt3zOB3SUlJ/A/mA1xX3+Ha9t/GjRuVnZ2tyspK2a1Wle7Zo3EzZyrMbB5w281Op07s2+cZ8JCcnKxf//rXVwSqQw0/r77DtfUNrqtvcF19h2vrG1xXYGjh/3nf4Lr6Btd1YMgF/I+fWd/h2voG19U3uK6+w7X1Da4rMLTw/7xvcF19g+vqO7t379aTTz6p7du3S5JcTU6VH9qv8kP7uz3n9ttv15o1a5SWluavMkMOP7O+wXX1Ha6tb3BdfYPr6jtcWwxVxkAXAAC4utTUVOXn5ys2NlaSZLdadXTnTtWdPz+gduvOndPRnTs9Ax7i4uKUn5+v1NTUAdcMAAAAAAC8g1wAAAAAAAB05brrrlN+fr4OHjyoZcuWKSMj44qdHg0GgzIyMrRs2TKVlJQoPz+fiRAAAAAYNNgZAgBCRFZWlv74xz/qc5/7nCSp2eHQib17FZ+aqhHp6YqKi+t1Ww21tao4flw1ZWWe15KTk7V9+3ZNnz7d26UDAAAAAIABIhcAAAAAAADdmTJlin7xi19Ikurq6vTJJ5/I4XAoMjJS6enpslgsAa4QAAAA8A0mQwBACMnMzLzitZqyMtWUlSk6MVEJKSmKio9XVFycjCaT55gWl0sNtbVqqKlRdVmZ7NXVHdrIzc3VunXrWPkRAAAMKm63W/v379fevXtVUFCgoqIiVVVVyel0ymw2KykpSVlZWZoxY4ZmzZqlnJycQJcMAECPyAUAAAB6j1wAADBUxcbGKisrK9BlAAAABBS5wNDBZAgAGCTsVqvsVmvrE4NB4RERMhiNcre0qKmxUXK7rzgnPj5eK1eu1MKFC6/YKhMAAAReTx/Ow8Ku/Djn7uL9fiiy2Wx67bXXtHr1apWUlHR73JkzZ3TgwAFt3LhRUuvKWffff7+/ygQAwKvIBQAAGHzIBfqHXAAAAAAAMBiQC/QPucDQw2QIAAhxzz33nF555ZWOb9xut5ocjm7PyczMVF5enu699162wwQAIAj19sN5Z7feeqseeeQR3XfffUPyPd7tduvll1/WY489ppqamisPaBsYajLJ7XJdMTC0pKREjz/+uP8KBgDAC8gFAAAYfMgF+odcAAAAAAAwGJAL9M/VcgGDyajwhGgZw01qaXKpqdout6vF83VygdDFZAgACHELFizQY489psLCQs8s0MLCQl24cEGNjY2KiIjQ8OHDlZ2d7dnSKTs7mxUfAQAIQgO9aX/48GHl5eXpiSee0IoVK7Ro0aIh855fVlamJUuWaNu2bR1ej05MVEJKiqITEhQZGyujyeT5WovLJUddnezV1aouL7+8mjYAACGEXAAAgMGDXKD/yAUAAAAAAKFuoIP5yQWuzAViJ41W0pwMWcaPUsx1STKaLw+bb3E26+KnVbJ9fE6Vu4/Idvisv8uGlzAZAgAGAYPBoJycHOXk5AS6FAAA0E/evGlfU1OjxYsXa9OmTVq3bp1SU1P9+r34W1FRkebNm6fKykrPa/GpqRqRnq6ouLhuzzOaTIpOSFB0QoKS0tLUUFuriuPHVVNW1uG4gwcP6rOf/axPau9pa1Oz2aykpCRlZWV5Bq/m5OQMmcAKANB75AIAAIQ+coH+IxcAAAAAAIQ6bw7mJxeQkudMVMqXZmjYuORuzzOaw2SZMEqWCaM0+s7pqi+tUPmb+1W5+0iH48gFgh+TIQAAAAAgwHx1037btm3Kzs5Wfn6+srKyfP59BEJhYaE++9nPqra2VpIUFhmpa6dPV+zIkX1uKyouTmNzcpSQkqLTxcVqdjgkSf/n//wf7dq1y6vXsLdbm545c0YHDhzQxo0bJUlTpkxRXl7ekN3aFAAAAAAGI3KB/iMXAAAAAACEOl8N5h+KuYA5MUbpj9ymxBnj+tzWsLQRynhsvpLnZOj4qnfltF6URC4QCoyBLgAAAAAAhrLCwkLNnTvXE2yERUZq3KxZGpuT0+OAh6603bQfN3OmwiIjJUmVlZWaO3euioqKvF57oJWVlSk3N9cTbEQnJipj7tx+DXhoL3bUKGXMnavoxERJUl1dnebNm6eyTitD9ofb7db69es1ZswY5eXlXRlsGAwKj4yUOSZG4ZGRUqdVHUpKSpSXl6cxY8Zo/fr1crvdA64JAAAAABA45AL9Ry5ALgAAAAAAoa5zLmBOjNEN3/+iMh6b3+NEiK60Dea/4em7ZU6MkTS0coHYSaOVteqBfk2EaC/xxjRlrXpAsZNGS/JvLmAwGWVOGqbIa+JkThomg6njMH9yga6xMwQAAAAABEhXN+3HzZypMLN5QO3GjhqljMREndi3T3arVbW1tZo3b54KCwsHzRaYbrdbixcv9oRC0YmJSps9W6Yw73zMDTOblTZ7tkr37JHdalVlZaWWLFmiLVu29Hvbye62No1OTFRCSoqiExIUGRsro8nk+VqLyyVHXZ3s1dWqLi+X3WqVNPS2NgUAAACAwYhcoP/IBcgFAAAAACDUdTWYf9JTdyvcEjmgdtsG8x9+9m3VHT4zJHKB2EmjNfmZe2SKDPdK++GWSE1+5h599PSbqjt8xqe5QOyk0UqakyHL+FGKuS5JRvPlbKPF2ayLn1bJ9vE5Ve4+Itvhs5LIBTpjZwgAAAAACIDubtoPdMBDm7ab9m2rGLZ9OB8sKwO8/PLLys/Pl3Rp1cyZM7024KGNKSysw2qa27Zt04YNG/rVVlFRkbKzszsEG/GpqZpw660af8stSkpLU3RCQocBD5JkNJkUnZCgpLQ0jb/lFk249VbFtwsy2rY2HYwreQAAAADAYEYuMDDkAvLURC4AAAAAAKGnu8H8A50I0aZtMH/b7gaDORcwJ8Zo0lN3e20iRBtTZLgmPXV5lw1v5wLJcyZq+s/v09Tn/kWj75wuy4RRHSZCSJLRHCbLhFEafed0TXvuq5r+s3uVPGei5+vkAq2YDAEAAAAAARBqN+2Dic1m02OPPeZ5fu306V4bLNJZmNmsa6dN8zxfvny5bDZbn9rovLVpWGSkxs2apbE5OYqKi+tTW1FxcRqbk9Ph33Uwb20KAAAAAIMVuUD/kQuQCwAAAABAqAu1wfzBpHMukP7IbV6bRNJZuCVS6cs+73nujVzAnBijG77/RWU8Nl/DxiX3qa1haSOU8dh83fD05X9XcgEmQwAAAACA34XaTftg89prr6mmpkZS6yqKsSNH+rS/2FGjPKsu1tTU6PXXX+/1uZ23No1OTFTG3LkDrjl21ChlzJ3rWeGzbWvTsrKyAbULAAAAAPA9coGBIRcgFwAAAACAUBZqg/mDTftcIHnORCXOGOfT/hJvTPPsxjDQXCB20mhlrXpgwDUn3pimrFUPeHb+GOq5AJMhAAAAAMDPQummfbBxu91avXq15/mI9HS/9Nu+n9WrV/dq+9DOW5tGJyYqbfZsrw1wCTOblTZ7tmfgw2Db2hQAAAAABitygf4jF7iMXAAAAAAAQlMoDeYPNp1zgZQvzfBLvyn35Hge9zcXiJ00WpOfucdrE1/CLZGa/Mw9ngkRQzkXYDIEAAAAAPhRKN20D0b79+9XSUmJpNZBBFFxcX7pNyouzjO44ODBgyosLLzqOe23Ng2LjNS4mTNlCgvzal2msDCNmzlTYZGtgclg2doUAAAAAAYrcoGBIRfoiFwAAAAAAEJLKA3mD0btc4HYSaM1bFyyX/odljZClknXSOpfLmBOjNGkp+6WKTLcq3WZIsM16am7ZU6MkTR0cwEmQwAAAACAH4XSTftgtHfvXs/jhJQUv/bdvr/2dXSl89am106f7rWVHzsLM5t17bRpnueDYWtTAAAAABisyAUGhlzgSuQCAAAAABA6QmkwfzBq/3k8aU6GX/tu212jcx1d6ZwLpD9ym9d2hOgs3BKp9GWf9zwfirkAkyEAAAAAwI9C5aZ9sCooKPA8jk5I8GvfUfHxXdbRlfZbm8anpip25EgfVibFjhql+NRUSaG/tSkAAAAADGbkAgNDLtA1cgEAAAAACA2hMpg/WLX/PG4ZP8qvfVvSL3+270sukDxnohJnjPNlaUq8Mc3z7zsUcwEmQwAAAACAH4XKTftgVVRU1PrAYFBkbKxf+46Ki5MMBknqcaWMzlubjkhP93ltnfsJ5a1NAQAAAGAwIxcYGHKB7pELAAAAAEDwC5XB/MGqLRcwmIyKuS7Jr31HX5csGfueC6R8aYbPa5OklHtyPI+HWi7AZAgAAAAA8KNQuGkfzKqqqiRJ4RERMppMfu3baDIpPCJCknThwoVuj2u/tWl0YmLrdfeDqLg4RScmSgrtrU0BAAAAYDAjFxgYcoHukQsAAAAAQPALhcH8wcyTCyREy2gO82vfpogwmRNjJPU+F4idNFrDxiX7pb5haSNkmXSNpKGXC/j3JwEAAAAAQoTb7db+/fu1d+9eFRQUqKioSFVVVXI6nTKbzUpKSlJWVpZmzJihWbNmKScnR4ZLAwp6Egw37Zscjh4/nAczp9MpSTL4+dq1MRhb1xRobGzs9pj2W4ompKT4vKb2ElJSZLdaPXXk5ORc5QwAAAAAQFfIBYITuUDPyAUAAAAAwDt8ngsEcDC/s6o+5HMBY3hgcgFjWGu/vc0FkuZk+Lym9pLnTJTt8FlPHUMlF2AyBAAAAAC0Y7PZ9Nprr2n16tWe2fpdOXPmjA4cOKCNGzdKkqZMmaK8vDzdd999slgs3Z4XCjftg5nZbJYkuV2ugPTvbmmRJEVcWgmyK+23FI1OSPB5Te1Fxcd3WQcAAAAAoHfIBYIbuUDPyAUAAAAAYGD8lQsE82D+YNaWC7Q0BSYXaGlu7be3uYBl/Cif19SeJX1kl3UMdsZAFwAAAAAAwcDtdmv9+vUaM2aM8vLyrgw2DAaFR0bKHBOj8MhIqdOqDiUlJcrLy9OYMWO0fv16ud3uLvsJhZv2wSwpqXWr0KbGRrX4+Rq2uFxquhQKDR8+vNvj2rY2lcGgyNhYf5TmERUX5/nZHErbXgIAAADAQJELhAZygZ6RCwAAAABA/1wtFzCYjDInDVPkNXEyJw2TwdRx+HVfc4FgHswfzDy5QLVdLc5mv/btamyW03pRUu9yAYPJqJjrkvxSW5vo65Il49DLBdgZwg8qKiq0f/9+ffTRR6qvr/dskzNs2DBNnjxZOTk5GjFiRKDLBAAAAIassrIyLVmyRNu2bevwenRiohJSUhSdkKDI2FgZ263a2OJyyVFXJ3t1tarLy2W3WiVJNTU1Wrx4sTZt2qR169YpNTW1Q5tJSUk6c+aM56a90Y8rQfb2pn0wy8rK0oEDByS3W466Or+usNhQWytdCq2ys7O7Pc6ztWlEhF//fSXJaDIpPCJCTQ5HyG5tOhiRCwAAAADBjVwgdJAL9IxcAAAAAAD6rrtcIHbSaCXNyZBl/CjFXJcko/nykOsWZ7Muflol28fnVLn7iGyHz0rqQy5waTB/+zZ9rbeD+YNZWy7gdrXo4qdVskzw384L9k8rpZY+5AIJ0X7995UkU0SYzIkxclbVD6lcgMkQPuByubRlyxa98sor2rt3r8rKyq56TmpqqmbNmqUHH3xQ8+fPlylAW+MCAAAAQ01RUZHmzZunyspKz2vxqakakZ7euppeN4wmk6ITEhSdkKCktDQ11Naq4vhx1Vz6+3/btm3Kzs5Wfn6+srKyPOeFwk37YDZjxgzPVqP26mr/Xr+amg51dKdta1NDgD7XGYytq5CE6tamgwG5AAAAABA6yAVCC7nA1ZELAAAAAEDvdZULJM+ZqJQvzdCwccndnmc0h8kyYZQsE0Zp9J3TVV9aofI396ty9xFJV88FgnkwfzBrnwvYPj7n1+tnO36+Qx3dacsFjOGByQWMYa39DqVcwHj1Q9BbVVVV+vGPf6zrr79e//RP/6RNmzb1asCD1DqzbNOmTbrrrrt0/fXX68c//rFndhAAAAAA3ygsLNTcuXM9wUZYZKTGzZqlsTk5PQ546EpUXJzG5uRo3MyZCouMlCRVVlZq7ty5nm0QpY4fiu3V1V74Lnqvtzftg9msWbM8j6vLy/3ad/v+2tfRWdvWpm5XYLY2dbe0SArdrU1DGbkAAAAAEFrIBUIPucDVkQsAAAAAQO90zgXMiTG64ftfVMZj83ucCNGVYWkjlPHYfN3w9N0yJ8ZIunouYPv4nBe+i97r7WD+YNb+83jV7qN+7bttokvnOjprywVamgKTC7Q0t/Y7lHIBJkN4gdvt1saNG5Wenq4nnnhCJ0+e9HwtwmRQWkKYPjMmUl+dMkzfyLLo4ZxYfSPLoq9OGabPjIlUWkKYIkwGzzknT57UE088ofHjx2vjxo1yX1qhBQAAAID3lJWVKTc3V7W1tZKk6MREZcydq9iRIwfUbuyoUcqYO1fRiYmSpNraWs2bN88zIDoUbtoHs5ycHE2ZMkWSZLdaW1e19IOG2lrZrVZJUmZmZo8rZSQlJUmSmhob1eLngQ8tLpeaLq3wEKpbm4YicgEAAAAg9JALkAv0BbkAAAAAAAwunXOB2EmjlbXqASXOGDegdhNvTFPWqgcUO2m0pJ5zgWAdzB/M2ucCdYfPqP5E5VXO8I760grZDp+V1IdcoNquFmezX+pr42psltN6UdLQygWYDDFA5eXluuuuu7RgwQLPL0WDpIlJ4Vo03aJn5ibomzPidFdGjHKuidDEJLPSE8M1McmsnGsidFdGjL45I07PzE3QoukWTUwKV9vwh5qaGi1YsEB33XWXzp3z7wwwAAAAYDBzu91avHixZ4WH6MREpc2erbBLM/QHKsxsVtrs2Z6BD5WVlVqyZIncbndI3LQPZgaDQXl5eZ7nFceP+6Xf9v3k5eXJYDB0e6xnm1O3W466Ol+X1kFDba3kDu2tTUMNuQAAAAAQesgFyAX6ilwAAAAAAAaPzrlA7KTRmvzMPQq3RHql/XBLpCY/c49nQkR3uUCwDuYPZp1zgfI3CvzSb/mb+z2Pe5sLuF0tuvhplc9ra8/+aaXUMvRyASZDDMDf/vY3ZWZmavPmzZ7XskaZ9fjN8fpGVqwmJZtl7OEHvj2jwaBJyWZ9IytWj98cr6xRl8PWzZs36zOf+YzX6wcAAACGqpdffln5+fmSpLDISI2bOVOmsDCv9mEKC9O4mTMVFtkamGzbtk0bNmwIiZv2we6+++5TfHy8JKmmrEx1Ph4kXnfunGourdQRHx+ve++9t8fj228paq+u9mltnTXU1HRZB3yDXAAAAAAITeQC5AJ9QS4AAAAAAINL+1zAnBijSU/dLVNkuFf7MEWGa9JTd8ucGCOp+1wgGAfzB7v2uUDl7iOyflDq0/6sH5R6dtXoay5g+9i/C97Zjp/vso7BjskQ/bRjxw7ddtttqr4UYFnMBi2YZtHXMy0aHm0aUNvDo036eqZFC6ZZZDG3/sKpaRdcAQAAAOg/m82mxx57zPP82unTvbbyY2dhZrOunTbN83z58uWy2WxBf9M+2FksFq1YscLz/HRxsZqdTp/01ex06nRxsef5ypUrZbFYejyn/Zai1eXlPqmrO+37C9WtTUMFuQAAAAAQmsgFyAX6glwAAAAAAAaXzrlA+iO3eW1HiM7CLZFKX/Z5z/OucoFgHMwf7DrnAsdXvasmm8MnfTXZHDq+6l3P877mAlW7j/qkru60/Tt3rmOwYzJEP/z1r3/V3XffrYaGBknShOHheuymeE0e4d2gdPIIsx67KV4Thnt3xhkABJrb7VZBQYFWrVqlBQsWaNq0aUpJSVFycrJSUlI0bdo0LViwQKtWrVJBQYHcl7Z0BgDAG1577TXPoOL41FTFjhzp0/5iR41SfGqqpNbBzK+//nrQ37QPBYsWLVJubq4kqdnh0Il9++RqbvZqH67mZp3Yt0/NjtbgZP78+Vq4cOFVz2u/tandalVDba1X6+pOQ22t7FarpNDe2jQUkAsAwMCQCwAAAolcgFygt8gFAADwPjIBAECgtc8FkudMVOKMcT7tL/HGNCXPmSip+1wg2Abzh4L2uYDTelGHn31bLkeTV/twOZp06Nm35LRelNS/XKDu8BnVn6j0al3dqS+tkO3wWUlDLxdgMkQflZeX65/+6Z88Ax6mjDBr4XSLosN9cymjw41aON2iyckMfABwdcEeHNhsNq1Zs0ZTp07VjTfeqEceeUQbN27UgQMHdObMGVVVVenMmTM6cOCANm7cqEceeUQ33nijpk6dqjVr1shms/m1XgDA4ON2u7V69WrP8xHp6X7pt30/q1evltvtDuqb9qHAYDBo3bp1Sk5OltQ6uKB0zx6vDR5pdjpVumePZxBBcnKy1q5d26vtQjtvbVpx/LhXarqa9v2E+tamwYxcAEAwIxcAAKBn5ALkAr1FLgBfqKurU2Fhofbs2aPCwkLV1dUFuiQAg0ww5wJkAgCAYNA5F0j50gy/9JtyT47ncVe5QLAN5g8FnXOBusNn9NHTb3ptUkmTzaGSp9/wTC4YSC5Q/kaBV2q6mvI393seD7VcgMkQfeB2u/Xwww+rurpaUuvKj/dmDlOY0bc/MGFGg+6barliJUhmPwNoE+zBgdvt1vr16zVmzBjl5eWppKSk4wEGg8IjI2WOiVF4ZKTU6Y24pKREeXl5GjNmjNavX8/vPwBAv+3fv9/zPhSdmKiouDi/9BsVF6foxERJ0sGDB1VYWBjUN+1DRWpqqvLz8xV36d/RbrXq6M6dqjt/fkDt1p07p6M7d3quXWxsrPLz85V6aSXP3mi/tWlNWZnqzp0bUE1XU3funGrKyiQNjq1NgxW5AIBgRS4AAEDvkAuQC/QGuQC8qaSkRMuWLVNGRobi4uKUk5Ojm266STk5OYqLi1NGRoaWLVt25d/IANAHwZwLXC0TMJiMMicNU+Q1cTInDZPB1HEoG5kAAMCb2ucCsZNGa9i4ZL/0OyxthCyTrpHUfS4QTIP5Q0XnXKDu8BkVLXtF1oITA2rX+kGpipa94rl2A80FKncfkfWD0gHVdDXWD0pVufuIpKGZCzAZog9eeeUVbd68WZJkMRv8MuChTZixtb9h5sv9/f73v/dL3wCC2+uvvx7UgwnKysp0xx13aPHixZ4txqTWG00pmZka/5nPKPPOO3XDvHma9PnP64Z585R5550a/5nPKCUz03ODSGrdKmzx4sW64447VHYp1AcAoC/27t3reZyQkuLXvtv311aHv27ax8XF9fnDeajIysrSzp07PSFRs8OhE3v36uT+/Wqore1TWw21tTq5f3+HVTMl6Y9//KOysrL61FbnrU1PFxd7bUBLZ81Op04XF3ueD5atTYMRuQCAYEQuAABA75ELkAv0hFwA3vTJJ59o3rx5yszM1Isvvqhjx451edyxY8f04osvKjMzU/PmzVNpqW8HyAAYfHrKBQI90aC7TCB20milLZ2raSu/ptm//5b+YcMSzVi7SP+wYYlm//5bmrbya0pbOtczaFQiEwAAeEf7XCBpToZf+06eM/GKOvw1mH8o5QJO60Ud+uFbOrpiq+pLK/rUVn1phY6u2KpDz7zt2U1D8k4ucHzVu16b6NJZk82h46ve9TwfirlAWKALCBVVVVX6zne+43n+pUnDFB3u37kk0eFGfWnSMG0sbp2R/eSTT+qrX/2qkpKS/FoHgODy6KOPdngenZiohJQURSckKDI2VkaTyfO1FpdLjro62aurVV1e7rkR0hYcbNq0SevWrfPaHz5FRUWaN2+eKisrPa/Fp6ZqRHp6jytuGU0mRSckKDohQUlpaWqorVXF8eOeVY22bdum7Oxs5efn9/kPDQDA0FZQcHn7weiEBL/2HXVp1n/nOto+nLe9Z7bdtO/Ne2Znnd8zpdYVHrZv367p06d749sISllZWSosLNSSJUu0bds2Sa2rLtaUlXn+NoqKj1dUXNwVfxs11NaqoaZG1WVlsl9a7b+zzMzMftW1aNEibdq0Sdu2bWv9d923T2mzZ8sU5r2P4q7m5g6DNAbT1qbBhlwAQLAiFyAXAAD0HrnA4EQuQC4QbNauXatHH31Udrvd85op3KxrJkzVqPGZioi2qNFu07mPD+rssQNyNbVOlNm+fbsyMzP1wgsvaMmSJYEqH0CI6ZwLxE4araQ5GbKMH6WY65JkNF9+32lxNuvip1WyfXxOlbuPeAZI+iIX6CoTSJ4zUSlfmtHjKtxGc5gsE0bJMmGURt85XfWlFSp/c79npWMyAQDAQLT/PG4ZP8qvfVvSR3ZZR+dcoG0wf/KciUq5J0fD0kb0uo/O75vS0M0FKncfUeXuI7JMukbJcybKkj5S0dclyxRx+W8jV2Oz7J9Wynb8vCp3HZHtyNku2/dGLuC0XtThZ9/W5GfukSkyvF/tdcXlaNKhZ9/yTN4YqrkAkyF6ad26daq9tHpI1iizJo8wB6SOKSPMyhplVtE5p2pra/WrX/1K3/ve9wJSC4DgEmyDCQoLC/XZz37W87szLDJS106frtiRI69y5pWi4uI0NidHCSkprasnORyqrKzU3LlztXPnTkIOAECvFRUVtT4wGBQZG+vXvqPi4lpXY3a7VVhY2OFrvrppn5ub69UBjcEsNTVVW7Zs0YYNG7R8+XLPKlN2q9Uz0FMGg8IjImQwGuVuaVFTY6Pkwy2127Y2zc7OVmVlpexWq0r37NG4mTMVZh74Z8pmp1Mn9u3zfH+DcWvTYEIuACDYkQsAAHB15AKDF7kAuUCwePbZZ/X00097nsdfM1a33P+osu+8V5GWK/9Wd9hqVbj5db336vOqOXtSdrtdDz30kM6fP68nn3zSn6UDCHHBNNGgcyZgToxR+iO3KXHGuD63NSxthDIem6/kORk6vupdOa0XyQQAAP3WlgsYTEbFXOffxcair0uWjAappXe5gDcG85MLSLbDZz0TQGU0yJwYI2OYSS3NrtYJBC3+ywXqDp/RR0+/qUlP3a1wS+SA22+yOXTo2bc8399QzgX8u4RhiHK5XPrlL38pSTJImnd9dEDruf36aLX9qP7yl7+Uy+UKaD0AAissMlLjZs3S2JycPq0QJV0eTDBu5kyFRba+wbYFB56bQv1QVlam3NxcT7gRnZiojLlz+zXgob3YUaOUMXeuohMTJUm1tbWaN28e22ACAHqtqqpKkhQeEdFh8IA/GE0mhUdESJIuXLhwxdfbPpyvX79e8e1Wi7RbrSo/eFDH33tPBzdv1qH8fB3esUOH8vN1cPNmHX/vPZUfPNhhwEN8fLzWr1+vLVu2DIlgo43BYNCiRYt06tQprVmzRlOmTOl4gNutJodDTrtdTQ7HFQMeMjMz9dxzz3m1ps5bm9qtVh3duVN1588PqN26c+d0dOdOz4CHwby1aTAgFwAQzMgFyAUAAL1HLjC4kQuQCwTa2rVrO0yEmPnPD+m7fyjSTV/N63IihCRFWuJ001fz9N0/FGnmPz/kef2pp57S2rVrfV4zgNBnTozRDd//ojIem9/jRIiutE00uOHpu2VOjJE08FygcyYQO2m0slY90K+JEO0l3pimrFUPKHbSaElkAgCA/vHkAgnRHXZP8gdTRJjn/bYvuYDt8FmV/nKnih/7rfZ8ZZX+vnCdCpa8rL8vXKc9X1ml4sd+q9Jf7uwwEYJcoJtcoMUtZ1W9HOdq5ayqv2IihD9ygbrDZ1S07BVZC04MqF3rB6UqWvaKZyLEUM8FmAzRC1u3btWpU6ckSRlJ4Roe7d9wtLOkaJMyhrduk3Ly5EnPTDBgMKmoqNDWrVu1YsUK/eAHP9ATTzyhH/zgB1qxYoW2bt2qioqKQJcYEGfOnOnwPBgHE7jdbi1evNiz3WV0YqLSZs/2yipHkhRmNitt9mxPrZWVlVqyZIncPly9CQAweDidrVvOG/w84KGNwdj6EayxsbHrrw/wpv2kSZO0Zs0anTp1SosWLRqSM/4lyWKxaOnSpTpw4IAKCgq0atUqLViwQFOnTlVKSoqSkpKUkpKiqVOnasGCBVq1apUKCgpUXFysBQsWeL2etq1Nk5Nbb0Q1Oxw6sXevTu7fr4ZLN4R6q6G2Vif379eJffvU7HBIal3hYdeuXayA5UPkAgCCBbkAuQAAYGDIBYYGcgEEwieffKJHH33U8/yOf31OX3xilSKih/Xq/IjoYfriE6t0x6P/5Xnt0UcfVWlpqddrBRC6OucCwTbRoHMmEDtptCY/c49XVj6WpHBLpCY/c4+nTjIBAEBfteUCxvDA5ALGsNZ++50LXGUwP7lAq2DPBZzWizr0w7d0dMVW1Zf2bRxsfWmFjq7YqkPPvN26s4XIBSTJv1ObQtTGjRs9j29K9c4f6AM1+9pIHbnQJEn69a9/rTvvvDPAFQED43K5tGXLFr3yyivau3dvrz5Up6amatasWXrwwQc1f/58mQJ088Jf3G53hxC1bTCBKcw7v8rbBhOU7tkju9XqCQ62bNnSpz+MXn75ZeXn57e2GRmpcTNneq3GNqawMI2bOVNHd+5Us8Ohbdu2acOGDVq0aJFX+wEADD7mS4Pw3AFaRd3d0iJJiri0EmR32j6cP/zwwyosLNTevXtVUFCgwsJCXbhwQY2NjQoPD9fZsx23udy1a5dGjBjhs/pDjcFgUE5OjnJycgJdSpdbm9aUlammrEzRiYlKSElRVHy8ouLiOqxO2uJyqaG2Vg01NaouK+uw0qc0tLY2DSRyAQDBgFzgMnIBAEB/kQsMLeQC8Ke8vDzZ7XZJrTtC3HLfd/vVzi33P6oLpz/Rvk1rZbfb9c1vftPz9zWAoa1zLtA20cAUGe6V9tsmGnz09JuqO3ymX7lA+0zAnBijSU/d7bX62pgiwzXpqbtVtOwVOa0XyQQAAH3Slgu0NAUmF2hpbu2XXMA/gj0XqNx9RJW7j8gy6Rolz5koS/pIRV+XLFPE5XsqrsZm2T+tlO34eVXuOtJhBxCJXKANkyF6Ye/evZKkCJNBGUne/SO9vyYmhSvCZFCjy619+/YFuhyg36qqqrRu3Tq99NJLOnnyZJ/OLSsr06ZNm7Rp0yaNHTtWDz/8sJYsWaKkpCQfVRtYL7/8snbu3CkpeAcT2Gw2PfbYY57n106f7rWVHzsLM5t17bRpOnHpd+Dy5cv15S9/WRaLxSf9AQAGh6SkJJ05c0ZNjY1qcbk63Fz2tRaXS02XVngYPnx4r87p6cN5ZWXlFUHGUF3ZIVS0bW26YcMGLV++XDU1NZIku9Uqu9XaepDBoPCICBmMRrlbWlp/ZrpY1So+Pl4rV67UwoUL+Xf3A3IBAMGAXKAjcgEAQH+QCyCQyAUGr4MHD2r79u2SpPhrxmr+d38yoPbmf/cnOvq3fNWcPant27erpKREIwe4GxyA0Nc+FwjGiQadM4H0R27z2o4QnYVbIpW+7PM69MzbksgEAAC958kFqu1qcTbLaO45Y4+vsWt2wQmNLbPqZGqi9swYp5r46H717Wps9qzkTy4wNHWXC9gOn5Xt8KVJDkaDzIkxMoaZ1NLsav2ZaSEXuBpjoAsIdhUVFZ4V6lNiTTIGyQ+N0WBQiqU1oD19+rRnizkgVLjdbm3cuFHp6el64oknOkyEiDAZlJYQps+MidRXpwzTN7IsejgnVt/IsuirU4bpM2MilZYQpgjT5f8fT548qSeeeELjx4/Xxo0bB902iIEYTNBm+fLlstlsvTr3tdde87xJx6emKtbHwWzsqFGKvzSrsaamRq+//rpP+wMAhD7PtoButxx1dX7tu6G21nPzOjs72699I3hcdWtTt1tNDoecdruaHI4rBjxkZmaytamfkQsACAbkAl0jFwAA9BW5AAKNXGBweumllzyPb7n/UUVEDxtQexHRw3TL/d/tsn0AQ1MgJhq06W0u0D4TSJ4zUYkzxvmkvjaJN6Ypec5ESWQCAIDea8sF3K4WXfy0qsdjZxSd1CvLXtETP9uue98o0BM/265Xlr2inA/7tuBzG/unlZ5B7eQCQ9dVc4EWt5xV9XKcq5Wzqv6KiRDkAl1jMsRV7N+/3/M41RJcG2mkxF6up32dQLArLy/XXXfdpQULFqi2tlaSZFDryqaLplv0zNwEfXNGnO7KiFHONRGamGRWemK4JiaZlXNNhO7KiNE3Z8TpmbkJWjTdoolJ4Wr7lV5TU6MFCxborrvu0pkzZwL2PXpbKAwmcLvdWr16tef5iPR0n9XXXvt+Vq9ePegmwgAAvGvGjBmex/bqar/23XDpvbxzHRia2rY2PXDggAoKCrRq1SotWLBAU6dOVUpKipKSkpSSkqKpU6dqwYIFWrVqlQoKClRcXKylS5eywpUfkQsA/uV2uzv8Xpw2bZpSUlKUnJyslJQUTZs2rcPvxaHyGZBcoHvkAgCAviAXQLAgFxhcduzYIUkyhZuVfee9Xmkz+877ZAo3d2gfwNAV7BMNOmcCKV/yz986KfdcXiWbTAAA0BvtP4/bPj7X7XFxtQ165r82K6G2ocPrCZdej61r6ObM7tmOn++yDgxN5ALeFVx38YPQRx995Hk8Oja4Llf7QQ8lJSXKzc0NYDVA7/ztb3/TXXfdpep2NxmyRpk17/poDY/u23bURoNBk5LNmpRs1gW7S/mf2FV0zilJ2rx5s6ZMmaJ33nlHN998s1e/B38L5GCCmksr4K5evVoPP/xwjzMJ9+/fr5KSEklSdGKiouLi/FJnVFycohMTZbdadfDgQRUWFna5NRgAAJI0a9Ysz+Pq8nIlpaX5re/q8vIu68DQ1tPWpggO5AKAf9hsNr322mtavXq157NlV86cOaMDBw5o48aNkqQpU6YoLy9P991336ANfskFekYuAADoC3IBBBtygdBXV1enY8eOSZKumTBVkRbv/B0caYnTqPGZKj+0X8eOHVN9fb1X2gUQegI50aBy9xFJV88F2mcCsZNGa9i4ZL/UOCxthCyTrpHt8FkyAQBAr7T/PF61+6hG3zm9y+O+8nahLBcbu/xabH2j/uWtQq17oG9jEtveVzvXgaGNXMA72BniKtqHCjHhwbWdSPt6Ll68GMBKgN7ZtWuXbrvtNs9ECIvZoAXTLPp6pqXPEyE6Gx5t0tczLVowzSKLufX/jerqat12220hv1pKoAcTSPIEBz3Zu3ev53FCSopPa+usfX/t6wAAoLOcnBzPNoN2q1UNl3ap8rWG2lrZrVZJrdsWsu0lEDrIBQDfcrvdWr9+vcaMGaO8vLwrJ0IYDAqPjJQ5JkbhkZFSp5vuJSUlysvL05gxY7R+/fpBuQIgucDVkQsAAHqLXACAtx0/ftzzeNT4TK+2fc2EqZJaPzedOHHCq20DCB2BnmggXT0XaP9ZPGlOhs9ra69tB4vOdQAA0JX2uUDd4TOqP1F55UFut+b+9ViP7cz96zGpD/cj6ksrZDt8VhK5AOALTIa4CqfT6XkcZgyuQQ/t62ls7HoWGhBMHnzwQTU0tG4RNWF4uB67KV6TR5i92sfkEWY9dlO8JgwPlyQ1NDTo7rvv1t/+9jev9uNPoTKYoKCgwPM4OiHBZzV1JSo+vss6AADozGAwKC8vz/O8ot3NSl9q309eXl6PqyoDCC7kAoDvlJWV6Y477tDixYtVU1PjeT06MVEpmZka/5nPKPPOO3XDvHma9PnP64Z585R5550a/5nPKCUz0zNQX5Jqamq0ePFi3XHHHSq7tJvBYEEucHXkAgCA3iIXAOBt7T+PR0R7d7c6c9Qwz2OHw+HVtgGEjlCYaND+s7hl/Cif1tSZJX1kl3UAANCVzrlA+RtXvndc/2mVrj1b02M7156t0fWfVvW63/I393sekwsA3sdkiKswmy8P1G5uCa6V5drXExEREcBKgN5pmwgxZYRZC6dbFB3um19B0eFGLZxu0eTkyxMi7rrrLp05c8Yn/flaqAwmKCoqan1gMCgyNtaHVV0pKi7Oszro1VaqBADgvvvuU/yl97iasjLVnTvn0/7qzp1TzaVBmfHx8br33nt92h8A7yIXAHyjqKhI2dnZ2rZtm+e1+NRUTbj1Vo2/5RYlpaUpOiFBRlPHnSSNJpOiExKUlJam8bfcogm33qr41FTP17dt26bs7OzLn1EHAXKBqyMXAAD0BbkAAG9q/3m80W7zatvOhsu7VUZGRnq1bSBU1NXVqbCwUHv27FFhYaHq6uoCXZLfhcJEg7ZMwGAyKua6JJ/X1V70dcmSkUwAANB77XOByt1HZP2gtMPXb/3bx71qZ877vTvO+kGpKncfkUQuAPgKkyGuYtiwy6stXGwKrkEP7euJiYkJYCVA700YHq57M4f5fEXVMKNB9021eHaIqK6u1kMPPSR3H7anChahMpigqqp1tmt4RMQVg1V8zWgyKfxS2HzhwgW/9g0ACD0Wi0UrVqzwPD9dXKzmdiu/e1Oz06nTxcWe5ytXrpTF4t0V4gD4FrkA4H2FhYWaO3euKitbt58Oi4zUuFmzNDYnp/VzaB9ExcVpbE6Oxs2cqbBLg4MqKys1d+7cQTMhglzg6sgFAAB9QS4AwJvS09M9j899fNCrbZ89dkBS6+q148aN82rbQDArKSnRsmXLlJGRobi4OOXk5Oimm25STk6O4uLilJGRoWXLlqmkpCTQpfpFKEw08GQCCdEymsP8UlsbU0SYzImt2SiZAACgNzrnAsdXvasm2+Wd2Ho7yWHO+1ffbbLJ5tDxVe96npMLAL7BZIirmDx5sufxmbrmAFZypfJ29UyZMiWAlQC9YzEb/DIRok2YsbW/YebW/jZv3qxXX33VL317U6gMJnBeullk8HONbQzG1re09tsRAwDQnUWLFik3N1eS1Oxw6MS+fXI1e/fvfVdzs07s26fmS1vYz58/XwsXLvRqHwB8j1wA8K6ysjLl5uaqtrZWkhSdmKiMuXMVO3LkVc7sWeyoUcqYO1fRiYmSpNraWs2bN09ll1ZhDmXkAr1DLgAA6AtyAQDeEhsbqwkTJkhqnbzgsNV6pV2HrdYzuWLChAkdFmsABqtPPvlE8+bNU2Zmpl588UUdO3asy+OOHTumF198UZmZmZo3b55KS0u7PG6wCIWJBm2ZgDE8MJmAMay1XzIBAEBvtc8FnNaLOvzs23I5mjTmtFXjTlt71UbaqQu6tqz7Y12OJh169i05rRclkQsAvsRkiKvIycnxPC6zBe+gh/Z1AsHqS5OGKTrcv792osON+tKky+Hgd77zHU9YECpCZTCB2WyWJLldLp/X1BV3S4ukjtsRAwDQHYPBoHXr1ik5OVmSZLdaVbpnj9dWgmx2OlW6Z4/s1tbwIzk5WWvXrpXB4J9JoQC8h1wA8B63263Fixd7doSITkxU2uzZCrv0eXKgwsxmpc2e7ZkQUVlZqSVLloTkLpHtkQv0DrkAAKAvyAUAeNNtt90mSXI1OVW4+XWvtFm4+TW5mpwd2gcGs7Vr12rq1Knavn275zVTuFmpk2doxhcX6uavf1szvrhQqZNnyBR+OUfYvn27MjMztW7dukCU7RehMNGgLRNoaQpMJtDS3NovmQAAoLc65wJ1h8/oo6ff1C27DvepnVu72R2iyeZQydNvyHb4rCRyAcDXmAxxFSNGjFBqaqokqbzOpZYguXna4nar3Nb6x/y1117r+aUMBKusUWZNHuGdwQ19NWWEWVmjWvuuqanRr371q4DU0V+hMpggKal1S86mxka1+LnWFpdLTZfCl+HDh/u1bwBA6EpNTVV+fr7i4uIktQ58OLpzp+rOnx9Qu3Xnzunozp2eAQ9xcXHKz8/3fK4AEFrIBQDvefnll5Wfny9JCouM1LiZM2UK8+6KhqawMI2bOVNhkZGSpG3btmnDhg1e7cPfyAWujlwAANAf5AIAvGXp0qWex++9+rwa7fUDaq/RXq/3Xn2hy/aBwejZZ5/Vww8/LLvdLkmKv2as7vr3F/Tku+X61qvv60tPv6QvPLZCX3r6JX3r1ff15LvluuvfX1D8NWMlSXa7XQ899JB+9KMfBfLb8JlQmGjgyQSq7Wpx+ndBGVdjs2fFbTIBAEBfdM4F6g6f0cw3CvrUxpz3P77iNesHpSpa9opnIgS5AOB7TIbohVmzZkmSGl1uHa1qCnA1rY5UNanR1ToAY+bMmQGuBriSq91Nb4OkeddHB64YSbdfH622eZW//OUvO9QX7EJlMEFWVlbrA7dbjro6X5fWQUNtrXRpUFp2drZf+wYAhLasrCzt3LnTM4i42eHQib17dXL//tb3lz5oqK3Vyf37dWLfPjU7HJJaV3jYtWvX5fdJACGJXAAYuPr6ej322GOe59dOn+61HSE6CzObde20aZ7ny5cvl81m80lf/kAucHXkAgCA/iIXAOANU6ZM0e233y5Jqjl7Ultf+N6A2tv6wvdUc/akJOn222/X5MmTB1wjEKzWrl2rp59+2vN85j8/pO/+oUg3fTVPkZa4Ls+JtMTppq/m6bt/KNLMf37I8/pTTz2ltWvX+rxmfwuFiQZtf+u4XS26+GmVX2prY/+0UmohEwAA9E/7XGCcpCxXS5/Oz/ikQtecq5Ek1ZdW6OiKrTr0zNue909yAcA/mAzRCw8++KDn8ftljgBWctme05frWLBgQeAKAbrxpz/9yfM4Iylcw6MDs2Vjm6RokzKGh0uSTp48qW3btgW0nr4IlcEEM2bM8Dy2V1f7tK7OGmpquqwDAIDeyMrKUmFhoXJzcz2v1ZSV6diuXfr4vfdUVVqqi1brFYMPW1wuXbRaVVVaqo//8hcd27VLNWVlnq/n5uaqsLBQ06dP99e3AsBHyAWAgfvDH/6gmkuf3eJTUxU7cqRP+4sdNUrxl1ZZqqmp0euvv+7T/nyJXODqyAUAAANBLgDAG9asWaPo6NbF4fZtWqv3Xn2+X+289+rz2repdTB3dHS01qxZ47UagWDzySef6NFHH/U8v+Nfn9MXn1iliOhhvTo/InqYvvjEKt3x6H95Xnv00UdVWlrq9VoDKRQmGrT/LG77+JzP62rPdvzyrl5kAgCA/mjLBZ7IyOjf+ev/ouJ/+60+/M7rqtx9xPM6uQDgP0yG6IX58+dr7NjW7fWOVjXpgj2wK8pX2V06eqF1JcqxY8d2CGeBYPG73/3O8/im1MgAVnLZ7Gsv1/HrX/86cIX0UagMJmhbLVeSqsvLfVVSl9r3174OAAB6KzU1VVu2bNH69esVHx/ved1utar84EEdf+89Hdy8WYfy83V4xw4dys/Xwc2bdfy991R+8GCH9+j4+HitX79eW7ZsYatLYJAgFwAGrv3n8BHp6X7ps30/q1evlvvSoP5QQy5wdeQCAICBIhcAMFBpaWl6/vnLEyC2PP+43vrPZWq01/fq/EZ7vd76z2Xa8vzjntdeeOEFpaWleb1WIFjk5eXJbrdLat0R4pb7vtuvdm65/1HPDhF2u13f/OY3vVViUAiFiQbtP4tX7T7q05o6az/olEwAANBfqamp+ka7PKAvbt37iWxHznqekwsA/sdkiF4wmUx6+OGHJUluSfmf2ANaz/ZP7Gq7dbt06VKZTIFdcR/oyv79+yVJESaDMpLCA1xNq4lJ4YowGSRJ+/btC3A1vRcqgwlycnI0ZcoUSa03iPq6hXh/NdTWym61SpIyMzPZ+hIA0G8Gg0GLFi3SqVOntGbNGs/7mofbrSaHQ067XU0Oh2eV5DaZmZlas2aNTp06pUWLFslgMPixegC+RC4ADNzhw4clSdGJiYqKi/NLn1FxcYpOTJQkHTx4UIWFhX7p19vIBXpGLgAA8BZyAQAD9dBDD+mZZ57xPN+3aa1e+HKW3v/ti3LYuv772GGr1fu/fVEvfDnLsyOEJD377LNasmSJz2sGAuXgwYPavn27JCn+mrGa/92fDKi9+d/9ieKvaV3MZPv27SopKRlwjcEiFCYatM8E6g6fUf2JSp/XJkn1pRWyHW4dfEomAAAYkLIyGfo5nnC2pBSRCwCBxGSIXlqyZIlnJZiic059VOEMSB0lFU4VnWvtOy4uTosXLw5IHUBPKioqdObMGUlSSqxJxiB5YzcaDEqxtA4SOn36tCor/fMBfKBCZTCBwWBQXl6e53nF8eM+ra+rfvLy8vhDEgAwYBaLRUuXLtWBAwdUUFCgVatWacGCBZo6dapSUlKUlJSklJQUTZ06VQsWLNCqVatUUFCg4uJiLV26VBaLJdDfAgAfIBcAvCMhJSVg/e3du9evfXsLuUDPyAUAAN5GLgBgIJ566im99NJLio6OliTVnD2pd557VD/6fIpW3TdbbzzzsN757+V645mHteq+2frR51P0znOPqubsSUlSdHS01q5dqyeffDKQ3wbgcy+99JLn8S33P6qI6GEDai8iephuuf+7XbYf6kJhokHnTKD8jQKf1ydJ5W/u9zwmEwAADMibbw7o9Pcfe4xcAAggJkP0UlJSkl544QXP8zcO18ve1OLXGuxNLXrj8OVtNH/0ox8pKSnJrzUAvdG2K4QkpVrCAljJlVJiL9fTvs5gFkqDCe677z7PALGasjLVnfPtNp11586ppqxMUusWY/fee69P+wMADC0Gg0E5OTn61re+pQ0bNqi4uFhlZWWqrKxUWVmZiouLtWHDBn3rW99STk4OITswyJELAN4RnZDg1/6i2m1rXVDgnxvx3kYu0D1yAQCAL5ELAOivhx56SAcPHtTtt9/uec3V5FT5of0qeGuD3v+fX6jgrQ0qP7RfrqbLiy3cfvvtOnjwIDtCYEjYsWOHJMkUblb2nd75LJd9530yhZs7tD8YhMpEg/aZQOXuI7J+UOrL8mT9oNSzcwWZAABgwDZtGtDpY/7+d3IBIICYDNEHDzzwgO68805Jks3p1usH69Xc4r7KWd7R3OLWawfqVe+83N9XvvIVv/QN9NVHH33keTw6NngnQ4TS1pihMpjAYrFoxYoVnueni4vV7PTNirnNTqdOFxd7nq9cuZKZtQAAAPApcgFggAwGRcbG+rXLqLg46dINiMLCQr/27U3kAlciFwAAAEAwS0tLU35+vg4ePKhly5YpIyPjisFRBoNBGRkZWrZsmUpKSpSfn6+0tLQAVQz4T11dnY4dOyZJumbCVEVa4rzSbqQlTqPGZ0qSjh07JpvN5pV2g0EoTDTonAkcX/WummwOn9TXZHPo+Kp3Pc/JBAAAA3LunPTXvw6sjffek86f9049APqMyRB9YDAY9NJLLynh0gp2xy406bUDNp8PfGgd8GDTx9amK+oBglF9/eWVSmPCg+vntH09Fy9eDGAlfRNKgwkWLVqk3Nzc1rYcDp3Yt0+u5mav1uhqbtaJffvU7GgNT+bPn6+FCxd6tQ8AAACgM3IBYGDCIyJkNJn82qfRZFJ4RIQk6cKFC37t25vIBToiFwAAAEComDJlin7xi1/oyJEjqqmpUWFhod5//30VFhaqtrZWR44c0S9+8QtNnjw50KUCfnO83U6EbZMXvOWaCVMlSW63u0M/oS5UJhq0zwSc1os6/OzbcjmarnJW37gcTTr07FtyWlvHe5AJAAAG7K23JHfP9/r2ZY/tuQ23u7UdAAHBZIg+SklJ0TvvvKOoqChJ0keVTdrwoU32phaf9GdvatHLRTZ9VOndDweALznb3YwPMwbX4Jz29TQ2Ngawkr5btGiRPvvZz0oK7sEEBoNB69atU3JysiTJbrWqdM8erw3SaHY6Vbpnj+xWqyQpOTlZa9euZSAYAAAA/IJcAOg/g58nQnj6NbZGoKGWA3RGLtCKXAAAAAChKjY2VllZWZo9e7aysrJYxRxDVvvP5xHR3v3/wBw1zPPY4fDNZIFAaZ8LBOtEg86ZQN3hM/ro6Te9NnGjyeZQydNvyHb4rCQyAQCAl7zxRo9fbgoz6r+/9Xk1hV1luPVV2gHgO0yG6Iebb75Zb7/9tmfgw7ELTVrxfo0+qvDuamwlFU799/s1V6z8CAQ7s9nseezrFVL7qn09EZdWhgwVBoNBP/3pTz3Pg3kwQWpqqvLz8xUXF+ep9ejOnaob4HZgdefO6ejOnZ4a4+LilJ+fr9TU1AG1CwAAAPQFuQDQP26XKzD9trROVgq1HKAzcgFyAQAAAAAYDNp/Pm+027zatrOh3vM4MjLSq20HWudcIFgnGnTOBOoOn1HRsldkLTgxoPqsH5SqaNkrnvrIBAAAXnHhgrRzZ4+HFEwfq/MjYlUwbUzPbe3cKV3KrgH4F5Mh+um2227Tjh07lJCQIEmyOd36dbFNvzlo0wX7wG7sVtld+s1BmzYW21TvbB24HR8fP9CSAb8ZNuzyagsXm4JrMkT7emJiYgJYSf+MHj26w/NgHkyQlZWlnTt3elZ9aHY4dGLvXp3cv18NtbV9aquhtlYn9+/vsDplcnKydu3apaysrH7XCAAAAPQXuQDQd02NjWrx84SIFpdLTZdWnBw+fLhf+/YFcgFyAQAAAAAIdenp6Z7H5z4+6NW2zx47IKl14kD7fgaLzrlAsE406JwJOK0XdeiHb+noiq2qL63oU1v1pRU6umKrDj3ztmfHCjIBAIDX/L//J13lvsWum1r/pth90/ie22pubm0PgN8xGWIAbr75Zh08eFB33nmn57Wic079199qtL6wTocqnWpx924geIvbrUOVTq0vrNNzf6tR0bnLK7rdeeed+stf/uL1+gFfmTx5sufxmbrmAFZypfJ29UyZMiWAlXhPMA8myMrKUmFhoXJzcz2v1ZSV6diuXfr4vfdUVVqqi1brFYNhWlwuXbRaVVVaqo//8hcd27VLNWVlnq/n5uaqsLBQ06dPH3CNAAAAQH+RCwB95HbLUVfn1y4bamulS/8fZmdn+7VvfyEXAAAAAACEktjYWE2YMEFS6+QFh61vn2W747DVeiZXTJgwQRaLxSvtBrtgnWjQVSZQufuIPvzO6yr+99/qzOYPZTt6Vq7GjmNKXI3Nsh09qzObP1Txv/1WH37ndVXuPuL5OpkAAMCrNm3q8cvNRoP+OvN6SdJfZ16vZuNVdky6SnsAfCMs0AWEupSUFL3zzjt65ZVX9J3vfEe1tbVySzpyoUlHLjQpwmRQisWklNgwpcSGKSbcoDCjQc0tbl1scqu8rrn1P5tLja6OAyTi4+P1s5/9TPfff7+qqqoC8w0C/ZCTk+N5XGYL3skQ7escDGrKylRTVqboxEQlpKQoKj5eUXFxMppMnmNaXC411NaqoaZG1WVlsldXd2gjNzdX69at8+pWkqmpqdqyZYs2bNig5cuXq6amRlLr6pVtK07KYFB4RIQMRqPcLS2tq3Z2MWgsPj5eK1eu1MKFC/u8HScAAADgC+QCQN/Yq6sVfWlHFX9ouPQZVJJmzJjht34DgVwAAAAAABAqbrvtNh07dkyuJqcKN7+um76aN+A2Cze/JleT09P+UFO5+4gqdx+RZdI1Sp4zUZb0kYq+LlmmiMtDw1yNzbJ/Winb8fOq3HVEtiNnO7Th7Vygu0zAdvisZxcKGQ0yJ8bIGGZSS7OrdVJGC5kAAMAPamulHTt6POTDzFTVxUa1Hh4XpeIpqco5cLr7E3bskOrqpNhYb1YK4CqYDOEFBoNBDz74oO6880796le/0i9/+UudPHlSktTocqu0plmlNb0fED527FgtXbpUixcvVlJSkq/KBnxmxIgRGj16tM6cOaPyOpda3G4Zg+DDaIvbrXJb60qD1157rWdLxlD3wgsv6Ac/+EFQDyYwGAxatGiRvvzlL+v111/Xiy++qJKSkssHuN1qurQCZVcyMzOVl5ene++9d8is4AEAAIDQQS4A9F51ebmS0tL82l+bWbNm+a1ffyIXAAAAAACEmqVLl+rFF1+UJL336vPK+acHFBE9rN/tNdrr9d6rL3Rof6jonAsE20SDq2YCLW45q+q7PZ9MAADgM//7v1JTU4+H7Lp5/BXPe5wM4XS2tvv1r3ujQgC9xGQIL0pKStL3vvc9/du//Zu2bt2qjRs3at++fTp9uodffpdce+21mjlzphYsWKDc3FyZ2q3YBoSinJwcnTlzRo0ut45WNWlSsjnQJelIVZNnpdWZM2cGuBrv+frXv65FixaFxGACi8WipUuX6uGHH1ZhYaH27t2rgoICFRYW6sKFC2psbFRERISGDx+u7OxszZgxQ7NmzVJ2djarOwAAACDokQsA3Zs0aZIOHz4su9WqhtpaRcXF+bzPhtpaz6SAzMxMZWdn+7zPQCAXAAAAAACEmilTpuj222/X9u3bVXP2pLa+8D198YlV/W5v6wvfU83Z1sVJbr/9dk2ePNlbpQa9HnOBIJpoQCYAAAg6b7zR45dbDNJ7s9I7vPaX2el69Jd/lvHKuYUd22UyBOBXTIbwAZPJpC984Qv6whe+IEmqqKhQYWGhSkpKdPHiRc8f8DExMZoyZYpycnIGzQr1QJt/+Zd/0TvvvCNJer/MERSTIfacvnzzf8GCBYErxAdCLTgwGAzKyclRTk6O3/sGAAAAfI1cALjSggUL9Pjjj0uSKo4f11g/fB6sOH7c8zgvL29Q3zgnFwAAAAAAhJo1a9YoMzNTdrtd+zat1fBrr9ct9z/a53bee/V57du0VpIUHR2tNWvWeLvUoBdKuQCZAAAgKNTXS1u39njIgRtSZE2I6fCaNSFGByeN1rRDZ7o/cetW6eJFKSam+2MAeBWTIfxgxIgRys3NVW5ubqBLAfzmc5/7nOfx0aomXbC7NDw6cCubVtldOnqhdVursWPHDtr/HwkOAAAAgOBDLgBIX/7yl/XjH/9YNTU1qikrU0JKimJHjfJZf3XnzqmmrEySFB8fr3vvvddnfQUTcgEAAAAAQKhIS0vT888/r4cffliStOX5x3Xh9Cea/92fKCJ62FXPb7TXa+sL3/NMhJCkF154QWlpaT6rOdiRCwAA0Etbt0o97KosSbtvSu/m9fE9T4ZoaGht/5//eSAVAugDY6ALADA4mUyXJz64JeV/Yg9cMZK2f2JX2+5US5cu7VAfAAAAAADwrWHDhmnFihWe56eLi9XsdPqkr2anU6eLiz3PV65cKYvF4pO+AAAAAABA/z300EN65plnPM/3bVqrF76cpfd/+6Icttouz3HYavX+b1/UC1/O6jAR4tlnn9WSJUt8XjMAABgE3njjqof8Zfb4Ll/fPbvrSRJ9bR+A97AzBAC/KDrn1LSRTk0eYfZ73yUVThWdax1gER8fr8WLF/u9BgAAAAAAhrpFixZp06ZN2rZtm5odDp3Yt09ps2fLFOa9iNLV3KwT+/ap+dKKTvPnz9fChQu91j4AAAAAAPCup556SiNHjtSjjz4qu92umrMn9c5zj2rL849r1PhMXTNhqsxRw+RsqNfZYwd07uODcjVdXmAhOjpaL7zwAhMhAABA7zgc0ubNPR7yUcYoVSR3vchSxYhYHZowSjccO9d9A//7v639REYOpFIAvcRkCAB+88bheo1LiFd0uP82pbE3teiNw/We5z/72c+UlJTkt/4BAAAAAEArg8GgdevWKTs7W5WVlbJbrSrds0fjZs5UmHngiyc0O506sW+f7FarJCk5OVlr166VwWAYcNsAAAAAAMB3HnroIX3+85/XN7/5TW3fvl2S5GpyqvzQfpUf2t/tebfffrvWrFmjtLQ0f5UKAAC8palJOnRIqqvzb78FBVJ9fY+H7L6p610hLn89vefJEPX10po10owZ/amwV8JravSPnV4zlZRI//iPUni4z/oFghGTIQD4jc3p1usH67VwukVhRt8PRGhuceu1A/Wqd7olSV/4whd0//33+7xfAAAAAADQtdTUVOXn52vu3Lmqra2V3WrV0Z07de306YodObLf7dadO6fTxcWeHSHi4uKUn5+v1NRUb5UOAAAAAAB8KC0tTfn5+SopKdFLL72kHTt26NixY3K73Z5jDAaDJkyYoNtuu01Lly7V5MmTA1gxAADoF5dLeuYZ6Sc/kRoaAl1Nl3bdlH6Vr4/XN3/9154b+dd/9WJFV4qX9F7nFz/7WSkqSvre96T/+A/JZPJpDUCwYDIEAL86dqFJrx2w6b6pvp0Q0ToRwqaPrU2SpISEBL300kusBgkAAAAAQIBlZWVp586dmjdvniorK9XscOjE3r2KT03ViPR0RcXF9bqthtpaVRw/rpqyMs9rycnJ2r59u6ZPn+6D6gEAAAAAgC9NmTJFv/jFLyRJdXV1+uSTT+RwOBQZGan09HRZLJYAVwgAAAYi5qmnpF/9KtBldOtYWrLOjorv8Zgz18Tr43HJGn+i0j9F9UVDg/T970tVVdLPfx7oagC/YDIEAL+JiopSQ0ODPqps0oYPbbo3c5iiw41e78fe1KLXDtR7JkJER0frnXfe0ejRo73eFwAAAAAA6LusrCwVFhZqyZIl2rZtmySppqxMNWVlik5MVEJKiqLi4xUVFydju5WLWlwuNdTWqqGmRtVlZbJXV3doNzc3V+vWrWNHCAAAAAAABoHY2FhlZWUFugwAAOAl10uKevnlQJfRo903je/lcenBORmizerV0re/LaX3vMsFMBgwGQKA32zcuFEPPvigGhoadOxCk1a8X6MvTRqmySPMXuujpMKpNw7Xq97ZulVmdHS03n77bd18881e6wMAAAwtzQ6HrB99pMTJkxUWGRnocgAAGDRSU1O1ZcsWbdiwQcuXL1dNTY0kyW61ym61th5kMCg8IkIGo1HulhY1NTZKbvcVbcXHx2vlypVauHAhu0ICAACvIhcAAAAAAMA7pksytLQEuowe7b6pd5MHdt80Xotf3+PjagbA5ZKKi5kMgSHB+0uyA0A3br31Vu3YsUMJCQmSJJvTrV8X2/SbgzZdsLsG1HaV3aXfHLRpY7HNMxEiISFB27dv1+c///kB1w4AAIauvz32mN594AG9/2//FuhSAAAYdAwGgxYtWqRTp05pzZo1mjJlSscD3G41ORxy2u1qcjiumAiRmZmpNWvW6NSpU1q0aBETIQAAgNeRCwAAAAAA4B3Bvnr7iWsTdfLa4b069tMxw/XptYk+rmiAmpoCXQHgF8H+uwXAIHPzzTfr4MGDevjhh7V582ZJUtE5pz4851TG8HDNvjZSE5PCZezF4IUWt1tHqpq057RDRy80qf1wiDvvvFNr167V6NGjffSdoD232639+/dr7969KigoUFFRkaqqquR0OmU2m5WUlKSsrCzNmDFDs2bNUk5ODgNUAAAhwX7unMp37pQklf35z7KfP6/okSMDXBUAAIOPxWLR0qVL9fDDD6uwsNDz+bKwsFAXLlxQY2OjIiIiNHz4cGVnZ3s+X2ZnZ/P5MgiQCwAABityAQAAgJ6RCQAA+mK7JHdYmAzNzYEupUtv507t4/GZ+s663T6qZoDCwqR58wJdBeAXTIYA4HcpKSl655139Morr+g73/mOamtr5ZZ05EKTjlxoUoTJoBSLSSmxYUqJDVNMuEFhRoOaW9y62ORWeV1z6382lxpdHVeEjI+P189+9jPdf//9fID2A5vNptdee02rV69WSUlJt8edOXNGBw4c0MaNGyVJU6ZMUV5enu677z5ZLBZ/lQsAQJ+d/tOfOj5/911l3HtvgKoBAGDwMxgMysnJUU5OTqBLQS+QCwAABjtyAQAAgK6RCQAA+qNa0sWnn9awp58OdClXOJaWrLfu6NtkiD/eMU3z/3RIE0orfVTVAPz3f0sJCYGuAvALY6ALADA0GQwGPfjggzp+/Lh+/OMfa+zYsZ6vNbrcKq1p1nunHPptSb3WF9n00v46rS+y6bcl9XrvlEOlNc0dJkKMHTtWP/7xj/Xxxx/rgQceYCKEj7ndbq1fv15jxoxRXl7eleGGwaDwyEiZY2IUHhkpdfr3KCkpUV5ensaMGaP169fL7e44qQUAgGBxeseOHp8DAAAMReQCAIChglwAAACgo6tlAgaTUeakYYq8Jk7mpGEymDoOTSMTAAA0LF0qrVzZunNBELDGR+uP86fqW//1L3KFmfp0rivMpG/917/oj/OnqjouykcV9lFYmPTTn0rf/W6gKwH8Jjh+mwAYspKSkvS9731P//Zv/6atW7dq48aN2rdvn06fPn3Vc6+99lrNnDlTCxYsUG5urkymvv0xgv4pKyvTkiVLtG3btg6vRycmKiElRdEJCYqMjZWx3b9Hi8slR12d7NXVqi4vl91qlSTV1NRo8eLF2rRpk9atW6fU1FS/fi8AAPTEceGCKvfv7/Ba5f79clitikxMDFBVAAAAgUUuAAAYKsgFAAAAOuouE4idNFpJczJkGT9KMdclyWi+PBytxdmsi59WyfbxOVXuPiLb4bOSyAQAYMj713+VbrlF+trXpE8+6dOpdcMi9N/f+rwOTE4ZcBktRoNqYqOuWNCnLxyR4fpp3uf0029+VvF1DTK2DHyi39SPyvVvL76r2PrGPp3nuu46mX7/e+nGGwdcAxBKmAwBICiYTCZ94Qtf0Be+8AVJUkVFhQoLC1VSUqKLFy+qsbFRERERiomJ0ZQpU5STk6Pk5OQAVz30FBUVad68eaqsvLy1V3xqqkakpysqLq7b84wmk6ITEhSdkKCktDQ11Naq4vhx1ZSVSZK2bdum7Oxs5efnKysry+ffBwAAvVH2pz/J3dLS4TV3S4vK/vQnpX/5ywGqCgAAIHDIBQAAQwm5AAAAwGVdZQLJcyYq5UszNGxc92M3jOYwWSaMkmXCKI2+c7rqSytU/uZ+Ve4+IolMAACGtBtvlAoLpW99S3rttV6fFlvfqB/89xb9+quz9MpX/kEtnXYhChiDQTVx0QNqwuRq0f2/36cFv90nUx8nVbwi6Y4//1lJ48YNqAYgFDEZIoRVVVUFuoSQ19U15Lp6x0CvrcFgUE5OjnJycro9pv2H7KEikD+zBw4c0D333KO6ujpJUlhkpK6dPl2xI0f2ua2ouDiNzclRQkqKThcXq9nhUGVlpW699Vb98Y9/VGZmprfL7xG/C3yHa+sbXFff4Lr6Tqhe20+2bOn69c2bFXfrrf4tpguhel2DHdcQoYSf14Hjd6lvcF19h1zAN/iZ9R2urW9wXX2D6+o7oXptyQWGJq4hQgk/rwPH71Lf4Lr6TqCubedMwJwYo/RHblPijL4PthyWNkIZj81X8pwMHV/1rpzWiwHNBCR+Zn2F6+o7XFvf4Lr6Rq+u609/qohZszTs8cdlvHixV+2aWtz6xm/2KKf4lJ5dPl8VyRZvlBtQIyptemrlVk3/qLxP59kk5Ul6TdIhh0PuITim0pv4/z40Gdxu98D3ZIHPVVZWasSIEYEuAwAkSdGJiRo3c6bCzOYBt9XsdOrEvn2yW61eqAwAAO+IMRq1OiNDYV1sh9nsduubR4/K3ml1SAxeFRUV7EqGgCMXABBMyAUAAIMduQDaIxdAMCAXABAsYieN1qSn7la4JXLAbTXZHDr87NuqO3zGC5UBAEJduqT/kTSjj+fVDYvQT759u96bne6DqvzjM+9/rMd/sUOx9Y19Ou8DSV+T9IlPqkIbcoHgx2SIEEG4ASBYRCcmKm32bJnCvLe5kKu5WaV79jDwAQDgFyPNZv1zcrIsJlO3x8SYTEqLiur266UNDbrocnX7dZvLpU2VlTrvdA6oVgQHwg0EA3IBAMGCXAAAEOrIBdBX5AIIBuQCAIJB7KTRmvzMPTJFhnutTZejSR89/SYTIgAAkqRwSf9X0r/149w/zp+qVd+YI2eE97JrXzM3NuuR9bv1xa0H+nzuc5KelNTk9arQGblA8GMyRAgydLEKDQD4Q1hkpDLmzvXKyo+dNTudOrpzp5odDq+3DQBAew+NHq058fE+72d3TY3WniG8D2V8XEawIhcAECjkAgCAwYBcAL1FLoBgRS4AIBDMiTHKWvWAV3aE6KzJ5lDRslfktF70etsAgNB0u6RXJI3s43mlY4brB/9+h06MTfJBVd417mSVfvDcFqWdutCn885JekDSDp9UhfbIBUKHMdAFAABCx7XTp/tkwIMkhZnNunbaNJ+0DQBAex/abGrx8YfWFrdbH9psPu0DAADA38gFAACDAbkAAABA36U/cptPJkJIUrglUunLPu+TtgEAoWm7pKmStvXxvLRTF7TuX3+ju7cWS8E6kN3t1he3FGvdv/6mzxMhtkmaJiZCAJ2xM0QIqqysDHQJAIaIDRs26PHHH5ckxaemamxOjs/7PLl/v2rKyiRJzz33nBYsWODzPgEAQ4+1sFAl//mfaqyq8nrbEUlJmvIf/6HErCyvtw3/YqtLBCtyAQD+Qi4AABisyAXQG+QCCFbkAgD8oX0mkDxnojIem+/zPo+u2KrK3UckkQkAAC5paVHUL3+pmP/7f2VoaurTqbtnp+u/HrlNNh9N5usPi82h7/18uz6z95M+necOD9fF//gPNSxdKhlZA99fyAVCB5MhAABdcrvdmjp1qkpKSiRJE269VVFxcT7vt6G2Vsd27ZIkZWZmqri4mO1+AQA+4aiu1r4nn1T5pfcdb0i59VbN/NGPFJmQ4LU2AQAAAoFcAAAw2JELAAAAdK1zJjD95/dp2DjfDwasL63Qh995XRKZAACgk4IC6Wtfk44f79Np55OG6dnl81U8JdVHhfXetJIyPbVyq0ZW1fftxPR06be/lfywWBEQqpgiBADo0v79+z3hRnRiol8GPEhSVFycohMTJUkHDx5UYWGhX/oFAAw9kQkJ+syqVcp54gkZzeYBtWU0m5XzxBP6zKpVDHgAAACDArkAAGCwIxcAAADoWvtMIHbSaL9MhJCkYWkjZJl0jSQyAQBAJzNmSIWF0gMP9Om0kVX1+tl/bNLC3+yRydXio+J6ZnK1aNHr7+tn/7Gp7xMhHnyw9ftmIgTQIyZDAAC6tHfvXs/jhJQUv/bdvr/2dQAA4G0Gg0EZ996ref/zP4pNS+tXG7FpaZr3298q4957WaEIAAAMGuQCAIChgFwAAADgSu0/iyfNyfBr38lzJnZZBwAAslikjRulV1+Vhg3r9WmmFrcW/c9evfAfmzSios6HBV5pREWdfvbEH7Twt/tkanH3/sRhw6TXXpN+/evW7xtAj5gMAQDoUkFBgedxtJ9XsoqKj++yDgAAfCVh4kTl/v73ip8woU/nxU+YoNzf/14JGf69GQAAAOBr5AIAgKGEXAAAAOCy9p/FLeNH+bVvS/rILusAAMDjvvukoiLpxhv7dNr0j8r162+/pknHzvmosI4mHTunX3/7NU07dKZvJ954o/Thh9K99/qkLmAwCgt0AQCA4FRUVNT6wGBQZGysX/uOiouTDAbJ7WbrSwBAj9xut/bv36+9e/eqoKBARUVFqqqqktPplNlsVlJSkrKysjRjxgzNmjVLOTk53a7SaDAaVV9e3qf+68vLZTCZvPGtAAAABBVyAQBAKCAXAAAA8L62TMBgMirmuiS/9h19XbJkNEgtZAIAgB6kp0t//avcTz4pw3//d69Ps1xs1HM/fEsLfn6fLgzv/e4SfTX8Qr2e++Fbslxs7NuJjz8uPfOMZDb7pjBgkGIyBACgS1VVVZKk8IgIGf18M8doMik8IkJNDocuXLjg174BAKHBZrPptdde0+rVq1VSUtLtcWfOnNGBAwe0ceNGSdKUKVOUl5en++67T5ZO20meff99NV+82Kc6mi9e1Ln331fKrbf2+XsAAAAIZuQCAIBgRi4AAADgO55MICFaRrN/h5aZIsJkToyRs6qeTAAA0C1PLrB1q66R9Iqk3u5lFF/XoM+/d1S/+2KOz+r7/F+OKr6uofcnjBwpvfqqdNttPqsJGMyMgS4AABCcnE6nJAVsVSuDsfUtqrGxjzNkAQCDmtvt1vr16zVmzBjl5eVdOeDBYFB4ZKTMMTEKj4xsXVG4nZKSEuXl5WnMmDFav3693G6352und+zoV039PQ8AACCYkQsAAIIRuQAAAIDvtWUCxvDAZALGsNZ+yQQAAJ11lQvskDRV0tY+tJPx8XkfVXip/eN9aH/+fOnAASZCAAPAzhAAgC6ZL2235Xa5AtK/u6VFkhQRERGQ/gEAwaesrExLlizRtm3bOrwenZiohJQURSckKDI2tsPKxS0ulxx1dbJXV6u6vFx2q1WSVFNTo8WLF2vTpk1at26dRo8cqfKdO/tX15//rJamJhnDw/v/zQEAAAQZcgEAQLAhFwAAAPCPtkygpSkwmUBLc2u/ZAIAgPa6ywViJ42WZU6Gnrh+pD7+qEzffO19hTe39NhWdXy0L0vtXfvh4dJzz0nf/rZkZF17YCCYDAEA6FJSUpLOnDmjpsZGtbhcHW4g+VqLy6WmS6s8DB8+3G/9AgCCV1FRkebNm6fKykrPa/GpqRqRnq6ouLhuzzOaTIpOSFB0QoKS0tLUUFuriuPHVVNWJknatm2bsrOz9caKFXLW1XXZRurnPqfpy5frwxUrVPbnP1/xdWddnc5/8IGuuemmAX6XAAAAwYNcAAAQTMgFAAAA/MeTCVTb1eJsltHsv+FlrsZmOa0XJZEJAAAu6yoXSJ4zUSlfmqFh45I9r/1h4jWKcbr0jd/s6bG9konX+KxWSfpo4jXS/yvq+aAnn5S++12f1gEMFUwnAgB0KSsrq/WB2y1HNzeBfKWhtla6tD15dna2X/sGAASfwsJCzZ071xNshEVGatysWRqbk9PjgIeuRMXFaWxOjsbNnKmwyEhJUmVlpX7z9NNXHGs0m3XjU0/plp/9TLFjx+qWn/9cM558UsZLKyK1d3rHjn58ZwAAAMGLXAAAECzIBQAAAPyrLRNwu1p08dMqv/Zt/7RSaiETAABc1jkXMCfG6Ibvf1EZj83vMBGiTU7xqR7bazSbtHfGOJ/U2mZPzjg1hl9lgaEuFlwA0D9MhgAAdGnGjBmex/bqar/23VBT02UdAIChp6ysTLm5uaqtrZUkRScmKmPuXMWOHDmgdmNHjVLG3LmKTkyUQdLUTlstx11/vXJ/9zuN/+pXZTAYJEkGg0ETvvY15f7ud4q7/vqOdf7pT2pxBWa7aAAAAF8gFwAABANyAQAAAP9r/1nc9vE5v/ZtO36+yzoAAENT51wgdtJoZa16QIndTGZIqL6oqYfKe2zz71nXqSHqyoUOvKkh2qy/Z4/t+aD33pMqKnxaBzBU+G8fMwBASJk1a5bncXV5uZLS0gbcptvtVkNNjezV1bLX1KihtlbNTqfcLS0yGI0KM5sVFRen+gsXuqwDADC0uN1uLV682LPCQ3RiotJmz5YpzDsfY8LMZqXNnq2affsU167N9K98Rdn//u8Ki4rq8rz4CRM073e/U+Fzz+n4738vSXJcuKCG8+cVM3q0V2oDAAAING/nAr3NBKLj41V18mSXdQAAhhZyAQAAgMBo/1m8avdRjb5z+oDbdLvdqj9+Xraj51T/8XnVl1aoua5BLc0tMoYZFRYbpWFpI1T7UVmXdQAAhp7OuUDspNGa/Mw9MkWGd3vOLXs/kdHdc7u7bh7vzTK7tfum8bplX2n3B7S0SG+9JT30kF/qAQYzJkMAALqUk5OjKVOmqKSkRHarVQ21tX3ecryNq6lJ1WVlunDihBw2W7fHNTscctTVeZ5HRERo3759mjBhgiwWS7/6BgCErpdffln5+fmSpLDISI2bOdNrAx7amMLCFD9jhv720UcaEx6uTZWV+ua11+ofuhnw0CYsKkr/8P3va9Ts2Tr44otKuOEGRY8a5dXaAAAAAslbuUBfM4Hq06c9r40ePVrjx/vnxhQAIPiQCwAAAARG+0yg7vAZ1Z+o1LBxyf1qq9nuVOWuwzq7pVj2kxe6Pc5pvSj7p1We54wVAAC0zwXMiTGa9NTdPU6EkKQ573/c49ebwox6/8aud5Xwtr/9Q5qawowKb27p/qA33mAyBOAFBrfbfZV5UACAoWrNmjXKy8uTJMWnpmpsTk6fzne73bKeOqWzH30kV1PTlQcYDAqPiJDBZJLb5VJTY6PUxdtSfHy8VqxYoUWLFnm2JAcADG42m01jxoxRTU2NJGncrFmKHTnSZ/3VnTunE/v2SWp93zl16hThOgAAGPIGkguQCQAABoJcAAAAILDaZwLJcyYq47H5fTrf7Xbr/I6PdOLlv8h1sfGKrxtMRoUnRMsYblJLk0tN1Xa5XVcOFiUXAIChqXMucMP3v6jEGT1PYoita9Db97+ksJbuh0TvyblO//6D/+PNUnv039//o2YVftr9AWFh0vnzUmKi32oCBiMmQwAAunXFDaeZMxXby9WtnA0NKvvwQ9kqKjq8Hp2YqISUFEUnJCgyNlZGk8nztRaXS466Otmrq1VdXi671drh3NzcXK1bt06pqakD+8YAAEFvoBPy+uPk/v2qKSvz9L906VKf9wkAABDM+psLkAkAAAaKXAAAACCwrhiE+vTdSrwxrVfnNlbZdPwX76q60+DP2EmjlTQnQ5bxoxRzXZKM5su7frU4m3Xx0yrZPj6nyt1HZDt8tsO55AIAMLT0Z1LeHe9+pP/vZ9t7POYnj9ymzbdP6V0Rbrdu+uCE/s/mYiXU2lUdF60/3jmtdWeJXk7Q+0L+QT2+6t2eD9qwQVqwoHc1AegSkyEAAD1av369Fi9eLKl1K/KMuXMVZjb3eI69pkYn9uxRs9PpeS0+NVUj0tMVFRfX674bamtVcfy45waUJCUnJys/P19ZWVl9/E4AAKHC7XZr6tSpKikpkSRNuPXWPr1/9FdDba2O7dolScrMzFRxcTGrDAEAgCGvr7kAmQAAYKDIBQAAAIJD+0zAnBijrFUPKNwS2eM59Z9U6KPvv6mm2gbPa8lzJirlSzM0bFxyr/uuL61Q+Zv7Vbn7yOV2yAUAYEjonAtM//l9vXoP+a8fvqWbCk50+/Vmo0FffOVh1cZFXbWtuNoGfe/n2/WPfy+94mt//Yc0/eTbt/eqnfhau956YK1MPexWoS98QXrnnau2BaB7xkAXAAAIbosWLVJubq4kqdnh0Il9++Rqbu72eHtNjT752988gx7CIiM1btYsjc3J6fMNq6i4OI3NydG4mTMVFtkaqlRWVmru3LkqKirq53cEAAh2+/fv9wQb0YmJfhnwILW+70Rf2n7y4MGDKiws9Eu/AAAAwawvuQCZAADAG8gFAAAAgkP7TMBpvajDz74tl6Op2+Prj5/Xwf/Y5JkIYU6M0Q3f/6IyHpvfp4kQkjQsbYQyHpuvG56+W+bEGEnkAgAwVLTPBWInje7Ve0i0vVEzPjzV4zHFU1J7NYEh68Bpbfj2q11OhJCkf/x7qTZ8+1VlHTh91bZq4qL14ZSr7Gq0fbtUV3fVtgB0j8kQAIAeGQwGrVu3TsnJrX9Y2q1WlXZa4bGNs6FBJ/bsUculQRHRiYnKmDtXsSNHDqiG2FGjlDF3rudGVG1trebNm6eydqtDAgAGj71793oeJ6Sk+LXv9v21rwMAAGCo6m0uQCYAAPAWcgEAAIDg0DkTqDt8Rh89/aaabI4rjm2ssumjH/xRrouNkloHr2atekCJM8YNqIbEG9OUteoBxU4aLYlcAACGgvafx5PmZPTqnJv+fkLmZlePx+y6eXyPXzc1u7Tklb/phSc3Kdl6scdjk60X9cKTm7T41b/JdLV+b+q5Xzmd0ubNPR8DoEdMhgAAXFVqaqry8/MVd2kFLrvVqqM7d6ru/HnPMW63W2UffugZDBGdmKi02bMVZjZ7pYYws1lps2d7Bj9UVlZqyZIlcrt72EYMABCSCgoKPI+jExL82ndUfHyXdQAAAAxlV8sFyAQAAN5ELgAAABA8OmcCdYfPqGjZK7IWnPAc43a79fEvdnh2hIidNFqTn7lH4ZZIr9QQbonU5Gfu8UyIIBcAgMGt/edxy/hRvTpnzvsf9/j1FoP0l9np3X79mnO1WvW9P+iBP/xdxl6+vRjd0oO//7t+8f/9QaPO13Z73Huzr1eL4SqNvfFG7zoF0CUmQwAAeiUrK0s7d+70rPrQ7HDoxN69Orl/vxpqa2U9dUq2igpJUlhkpMbNnClTWJhXazCFhWnczJkKi2wNTbZt26YNGzZ4tQ8AQOB5tjc2GBQZG+vXvqPi4iRDaxJRWFjo174BAACCWU+5wPmjR8kEAABeQy4AAAAQXDpnAk7rRR364Vs6umKr6ksrdH7HR6opPClJMifGaNJTd8sUGe7VGkyR4Zr01N0yJ8ZIIhcAgMGsLRcwmIyKuS7pqsdHOpo0a/+nPR5zcNJoWRNiuvzaZ987qpe/85qmHD3b51olKfPIWb38ndc1972jXX79QuIwlUwc3XMjW7dKF3vejQJA95gMAQDotaysLBUWFio3N9fzWk1ZmY7t2qWy4mLPa9dOn+611R87CzObde20aZ7ny5cvl81m80lfAIDAqKqqkiSFR0TIaDL5tW+jyaTwiAhJ0oULF/zaNwAAQLDrLhc4f/TyTR4yAQDAQJELAAAABJ+uMoHK3Uf04Xde1/EX3/W8lv7IbV7bEaKzcEuk0pd93vOcXAAABidPLpAQLaP56ovuzNp/QpHO5h6P2X3T+Ctei3Q06fGfb9cPn9uiYXZn/4q9xHKxUc88t0WP/3yHIh1Nveq/A7td2rZtQDUAQxmTIQAAfZKamqotW7Zo/fr1im+3ZbgubUEZn5qq2JEjfVpD7KhRik9NlSTV1NTo9ddf92l/AAD/cjpbgwaDnwc8tDEYWz8mNTY2BqR/AACAYNZtLiAyAQCAd5ALAAAABKduM4GW1rECyXMmKnHGOJ/WkHhjmpLnTJRELgAAg1VbLmAM710uMOf941c9Zvfs9A7P00sr9Kvvvq4v7Pio7wX24As7SvSr776u9NKKjv3flN7NGe288YZXawGGEiZDAAD6zGAwaNGiRTp16pRWr16tiEsrZUnSiPRe/PHmBe37Wb16tdyXJmMAAEKf+dJKwm6XKyD9u1taJKnD+xsAAAAua8sFTp48qdGjL2/vTSYAAPAGcgEAAIDg1dNYgZQvzfBLDSn35HgekwsAwODTlgu0NF09FzA7m3XTB6U9HnNowihVjIhtfeJ260v/r0gvLf+txpZXD7jWrowtr9ZLy3+rL/2/Is/iwudHxOrQ+KssJPS//yuxMAPQL0yGAAD0m8Vi0Y033uhZISs6MVFRcXF+6TsqLk7RiYmSpIMHD6qwsNAv/QIAfC8pKUmS1NTYqBY/D3xocbnUdOl9bfjw4X7tGwAAINQcO3ZMZ86ckUQmAADwHnIBAACA4Nd5rEDspNEaNi7ZL30PSxshy6RrJJELAMBg5MkFqu1qcTb3eOyMD08quqGpx2PadmWIr7Xrv555W99dt0vm5j7kDRER0je+IV2apNEb5maXvrtul37y7NuKr7VfqmN8zyfZbNKOHb2vC4AHkyEAAAOyd+9ez+OElBS/9t2+v/Z1AABCW1ZWVusDt1uOujq/9t1QW+tZnSE7O9uvfQMAAIQaMgEAgC+QCwAAAISG9p/Hk+Zk+LXv5DkTu6wDABD62nIBt6tFFz+t6vHYW/92/Krt7bppvHKKT2nDt1/TTQUn+lbMxInSvn3Sr34l/f3vrc/74OYPTmjDt19TdvGpq0+GkKQ33uhbfQAkMRkCADBABQUFnsfRCQl+7TsqPr7LOgAAoW3GjMvbKNurfbM1ZXcaamq6rAMAAABXIhMAAPgCuQAAAEBoaP953DJ+lF/7tqSP7LIOAEDoa/953PbxuW6PC2ty6R/3fdJjW6VjhusLO0r006feUJL1Yp/q+Oimm6SCAmnatNYXpk1rfb54cZ/aSbJe1PNPvaE73y3RiWsTez747belpp53ugBwJSZDAAAGpKioqPWBwaDI2Fi/9h0VFycZDJLE1pcAMIjMmjXL87i6vNyvfbfvr30dAAAAuBKZAADAF8gFAAAAQkNbLmAwGRVzXZJf+46+LlkykgsAwGDU/vN41e6j3R6XffC0LBcbe2zrutMXdP8fPpDR3fv+ayR9WZLj5z+XYmI6fjEmRlq3Tvrd76S4uF63aXRL9//hA40ts/Z8YHW1tHNn74sFIInJEACAAaqqat2OLDwiQkaTya99G00mhUdESJIuXLjg174BAL6Tk5OjKVOmSJLsVqsaamv90m9Dba3s1tbwITMzU9nZ2X7pFwAAIFSRCQAAfIFcAAAAIDR4coGEaBnNYX7t2xQRJnNi6wBVcgEAGFza5wJ1h8+o/kRll8fNef/jq7bVl0kQkvQ3SdMkHb1aLvCVr0gffijNnt2n9ntVzxtv9KlNAEyGAAAMkNPplCQZ/DzooY3B2PpW1tjY80xfAEDoMBgMysvL8zyvOH7cL/227ycvL0+GSysNAwAAoGtkAgAAXyAXAAAACA1tuYAxPDC5gDGstV9yAQAYXDrnAuVvFFxxjNHVolv2fuK1PlsM0soxwzVH0in1Mhe47jrpL3+RnnzSs4uxV7z1luRyea89YAhgMgQAYEDMZrMkyR2gP8LcLS2SpIhLq0ECAAaH++67T/Hx8ZKkmrIy1Z0759P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"text/plain": [ "
" ] }, "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([pmedian_from_cm, pmedian_from_gdf, pmedian_from_gdf_pre]):\n", " plot_results(m, P_FACILITIES, facility_points, clis=client_points, ax=axarr[i])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Capacitated p-median problem" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Based on the classic p-median problem, we further consider the location allocation problem with the facility's capacity, and the amount of demand at the demand point. Therefore, we add new functions to `p-median` function of `spopt`, to solve this type of problem. \n", "\n", "**Capacitated P-Median can be written as:**\n", "\n", "$$\n", "\\begin{array}{lllll}\n", "\\textbf{Minimize} & \\displaystyle \\sum_{i \\in I} \\sum_{j \\in J} a_i d_{ij} X_{ij} &&& (1) \\\\\n", "\\textbf{Subject to:} & \\sum_{j \\in J} X_{ij} = 1 & \\forall i \\in I && (2) \\\\\n", "& \\sum_{j \\in J} Y_j = p &&& (3) \\\\\n", "& \\sum_{i \\in I} a_i X_{ij} \\leq c_j Y_j & \\forall j \\in J && (4) \\\\\n", "& X_{ij} \\leq Y_j & \\forall i \\in I, j \\in J && (5) \\\\\n", "& X_{ij} \\in \\{0, 1\\} & \\forall i \\in I, j \\in J && (6) \\\\\n", "& Y_j \\in \\{0, 1\\} & \\forall j \\in J && (7) \\\\\n", "\\end{array}\n", "$$\n", "\n", "$$\n", "\\begin{array}{lllll}\n", "\\textbf{Where:} \\\\\n", "& i & = & \\text{index referencing demand nodes} \\\\\n", "& j & = & \\text{index referencing potential facility sites} \\\\\n", "& d_{ij} & = & \\text{distance or travel time between nodes } i \\text{ and } j \\\\\n", "& p & = & \\text{number of facilities to locate} \\\\\n", "& a_i & = & \\text{demand at node } i \\\\\n", "& c_j & = & \\text{capacity of facility at node } j \\\\\n", "& X_{ij} & = &\n", " \\begin{cases}\n", " 1, & \\text{if demand } i \\text{ is assigned to facility } j \\\\\n", " 0, & \\text{otherwise}\n", " \\end{cases} \\\\\n", "& Y_j & = &\n", " \\begin{cases}\n", " 1, & \\text{if facility is located at node } j \\\\\n", " 0, & \\text{otherwise}\n", " \\end{cases}\n", "\\end{array}\n", "$$\n", "\n", "_The formulation above is adapted from Church and Murray (2009)_" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the previous p-median problem, we have the demand value of each client point, which is the 'weight'. And in that condition, we acutally assume that the capacity of each facility is infinite. Now we can make this model more realisitic by considering the capacity. \n", "\n", "Again, we would take the p-median case with network distance as the example, to introduce how to achieve the capacity constraint by using the `facility_capacities` function." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Firstly, we need to create the facility's capacity, by assigning some random integers using `numpy` to simulate these values. We will simulate capacity in a range from a minimum of 60 and a maximum of 120." ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "execution": { "iopub.execute_input": "2025-04-07T19:08:08.134235Z", "iopub.status.busy": "2025-04-07T19:08:08.134163Z", "iopub.status.idle": "2025-04-07T19:08:08.136337Z", "shell.execute_reply": "2025-04-07T19:08:08.136141Z", "shell.execute_reply.started": "2025-04-07T19:08:08.134228Z" } }, "outputs": [ { "data": { "text/plain": [ "array([ 97, 103, 72, 68, 69, 71, 65, 75, 60, 76])" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "numpy.random.seed(1)\n", "cj = numpy.random.randint(60, 120, FACILITY_COUNT)\n", "cj" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "execution": { "iopub.execute_input": "2025-04-07T19:08:08.136695Z", "iopub.status.busy": "2025-04-07T19:08:08.136636Z", "iopub.status.idle": "2025-04-07T19:08:08.138771Z", "shell.execute_reply": "2025-04-07T19:08:08.138579Z", "shell.execute_reply.started": "2025-04-07T19:08:08.136688Z" } }, "outputs": [ { "data": { "text/plain": [ "np.int64(756)" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "facility_points[\"capacity\"] = cj\n", "facility_points[\"capacity\"].sum()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The sum of the facility capacity is 756, which is more than the total amount of demand, 579. It means the 10 facilities can accommodate all the demand. \n", "\n", "It also means we need to increase the number of candidate facilities in the final optimal solution, because the capacity is limited." ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "execution": { "iopub.execute_input": "2025-04-07T19:08:08.139171Z", "iopub.status.busy": "2025-04-07T19:08:08.139071Z", "iopub.status.idle": "2025-04-07T19:08:08.155099Z", "shell.execute_reply": "2025-04-07T19:08:08.154886Z", "shell.execute_reply.started": "2025-04-07T19:08:08.139163Z" } }, "outputs": [], "source": [ "pmedian_capacity_from_cm = PMedian.from_cost_matrix(\n", " cost_matrix,\n", " ai,\n", " p_facilities=8,\n", " facility_capacities=cj,\n", " name=\"p-median-network-distance\",\n", ")" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "execution": { "iopub.execute_input": "2025-04-07T19:08:08.155453Z", "iopub.status.busy": "2025-04-07T19:08:08.155393Z", "iopub.status.idle": "2025-04-07T19:08:09.544301Z", "shell.execute_reply": "2025-04-07T19:08:09.544040Z", "shell.execute_reply.started": "2025-04-07T19:08:08.155447Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pmedian_capacity_from_cm = pmedian_capacity_from_cm.solve(solver)\n", "pmedian_capacity_from_cm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "How many facilities are allocated? And how many clients will they serve?" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "execution": { "iopub.execute_input": "2025-04-07T19:08:09.544863Z", "iopub.status.busy": "2025-04-07T19:08:09.544758Z", "iopub.status.idle": "2025-04-07T19:08:09.546717Z", "shell.execute_reply": "2025-04-07T19:08:09.546548Z", "shell.execute_reply.started": "2025-04-07T19:08:09.544853Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "facility 1 serving 16 clients\n", "facility 2 serving 11 clients\n", "facility 3 serving 14 clients\n", "facility 4 serving 10 clients\n", "facility 5 serving 10 clients\n", "facility 6 serving 14 clients\n", "facility 7 serving 14 clients\n", "facility 8 serving 11 clients\n" ] } ], "source": [ "for fac, cli in enumerate(pmedian_capacity_from_cm.fac2cli):\n", " if len(cli) > 0:\n", " print(f\"facility {fac} serving {len(cli)} clients\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Capacitated p-median problem with preselected facilities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "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 $y_0$ and $y_1$ as already existing (they must be present in the model solution). This will lead to a sub-optimal solution. \n", "\n", "In the context of the capacitated p-median problem in `spopt`, it's also possible to consider facilities that have already been chosen beforehand. \n", "\n", "***Important:*** When using the `from_cost_matrix` method to solve capacitated p-median problem with preselected facilities, it is necessary for the user to supply a NumPy array as the `predefined_facilities_arr` parameter. This parameter represents the array of predefined facilities that are required to be included in the solution." ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "execution": { "iopub.execute_input": "2025-04-07T19:08:09.547149Z", "iopub.status.busy": "2025-04-07T19:08:09.547057Z", "iopub.status.idle": "2025-04-07T19:08:10.166143Z", "shell.execute_reply": "2025-04-07T19:08:10.165782Z", "shell.execute_reply.started": "2025-04-07T19:08:09.547142Z" } }, "outputs": [], "source": [ "predefine = numpy.array([0, 1])\n", "pmedian_capacity_predefined_from_cm = PMedian.from_cost_matrix(\n", " cost_matrix,\n", " ai,\n", " p_facilities=8,\n", " facility_capacities=cj,\n", " predefined_facilities_arr=predefine,\n", " name=\"p-median-predefined-facilities-network-distance\",\n", ")\n", "pmedian_capacity_predefined_from_cm = pmedian_capacity_predefined_from_cm.solve(solver)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "execution": { "iopub.execute_input": "2025-04-07T19:08:10.170945Z", "iopub.status.busy": "2025-04-07T19:08:10.170810Z", "iopub.status.idle": "2025-04-07T19:08:10.173301Z", "shell.execute_reply": "2025-04-07T19:08:10.173016Z", "shell.execute_reply.started": "2025-04-07T19:08:10.170933Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "facility 0 serving 14 clients\n", "facility 1 serving 12 clients\n", "facility 2 serving 11 clients\n", "facility 3 serving 14 clients\n", "facility 4 serving 10 clients\n", "facility 5 serving 11 clients\n", "facility 6 serving 14 clients\n", "facility 7 serving 14 clients\n" ] } ], "source": [ "for fac, cli in enumerate(pmedian_capacity_predefined_from_cm.fac2cli):\n", " if len(cli) > 0:\n", " print(f\"facility {fac} serving {len(cli)} clients\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the result, in total 8 facilities are allocated, and $y_0$ and $y_1$ are two of them. \n", "\n", "One more new function about preselected facilities, is that you can choose whether to fulfill its capacity. For example, the capacity of $y_0$ is 97, and you wish to assign 97 demand value to it. It sometimes happens when you need to meet specific facility requirements. \n", "\n", "The function name is `fulfill_predefined_fac`. Here is the example of how to use it." ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "execution": { "iopub.execute_input": "2025-04-07T19:08:10.174157Z", "iopub.status.busy": "2025-04-07T19:08:10.173965Z", "iopub.status.idle": "2025-04-07T19:08:10.798712Z", "shell.execute_reply": "2025-04-07T19:08:10.798369Z", "shell.execute_reply.started": "2025-04-07T19:08:10.174130Z" } }, "outputs": [], "source": [ "pmedian_capacity_fulfill_predefined_from_cm = PMedian.from_cost_matrix(\n", " cost_matrix,\n", " ai,\n", " p_facilities=8,\n", " facility_capacities=cj,\n", " predefined_facilities_arr=predefine,\n", " fulfill_predefined_fac=True,\n", " name=\"p-median-fulfill-predefined-facilities-network-distance\",\n", ")\n", "pmedian_capacity_fulfill_predefined_from_cm = (\n", " pmedian_capacity_fulfill_predefined_from_cm.solve(solver)\n", ")" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "execution": { "iopub.execute_input": "2025-04-07T19:08:10.799286Z", "iopub.status.busy": "2025-04-07T19:08:10.799202Z", "iopub.status.idle": "2025-04-07T19:08:10.801348Z", "shell.execute_reply": "2025-04-07T19:08:10.801083Z", "shell.execute_reply.started": "2025-04-07T19:08:10.799275Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "facility 0 serving 15 clients\n", "facility 1 serving 19 clients\n", "facility 2 serving 10 clients\n", "facility 3 serving 10 clients\n", "facility 5 serving 13 clients\n", "facility 6 serving 12 clients\n", "facility 7 serving 9 clients\n", "facility 9 serving 12 clients\n" ] } ], "source": [ "for fac, cli in enumerate(pmedian_capacity_fulfill_predefined_from_cm.fac2cli):\n", " if len(cli) > 0:\n", " print(f\"facility {fac} serving {len(cli)} clients\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the result, we can see that the number of clients they will serve is different. Because we set the constraint to fulfill the capacity of preselected facilities, we get the different solutions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "- [Hakimi, S. L. (1965). Optimum Distribution of Switching Centers in a Communication Network and Some Related Graph Theoretic Problems. Operations Research, 13(3), 462–475.](https://doi:10.1287/opre.13.3.462) \n", "\n", "- [Church, R. L., & Murray, A. T. (2009). Business site selection, location analysis, and GIS (pp. 209-233). Hoboken, NJ: John Wiley & Sons.](http://ndl.ethernet.edu.et/bitstream/123456789/22145/1/45.pdf)\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": "bcb02d4a8797ff5ebd92be15b60e9039bcb224cc71066b4afaa532ffd1d19559" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.9" } }, "nbformat": 4, "nbformat_minor": 4 }