opencharts/medium-mwp-probability.ipynb

{
    "cells": [
        {
            "cell_type": "markdown",
            "id": "755e5ec3",
            "metadata": {
                "tags": [
                    "open_data",
                    "probabilities"
                ]
            },
            "source": [
                "<div class=\"output_png output_subarea output_execute_result\">\n",
                "<img 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\" width=\"500px\"/>\n",
                "</div>\n",
                "\n",
                "# \tProbabilities: Mean wave period"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "224f7469-7ad8-4910-8a7f-583df109f649",
            "metadata": {},
            "source": [
                "This notebook will provide you guidance how to explore and plot ECMWF open dataset to produce the map from the ECMWF open charts web product.  \n",
                "The original product can be found on this link: https://charts.ecmwf.int/products/medium-mwp-probability  \n"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "374a552c-6803-4965-9b32-d80c18c345a7",
            "metadata": {},
            "source": [
                "<div class=\"output_png output_subarea output_execute_result\">\n",
                "<center>\n",
                "<img 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\"/></center>\n",
                "</div>"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "ead0d413",
            "metadata": {},
            "source": [
                "The full list of available Open data products can be found [here](https://www.ecmwf.int/en/forecasts/datasets/open-data), and more information can be found in the [User documentation](https://confluence.ecmwf.int/display/DAC/ECMWF+open+data%3A+real-time+forecasts+from+IFS+and+AIFS).  \n",
                "\n",
                "Access to ECMWF Open data is governed by the Creative Commons CC-BY-4.0 licence and associated [Terms of Use](https://apps.ecmwf.int/datasets/licences/general/).  \n",
                "\n",
                "<sub> In applying this licence, ECMWF does not waive the privileges and immunities granted to it by virtue of its status as an intergovernmental organisation nor does it submit to any jurisdiction </sub>\n",
                "\n",
                "To find out how to obtain the access to the full forecast dataset at higher resolution please visit our [Access page](https://www.ecmwf.int/en/forecasts/accessing-forecasts)."
            ]
        },
        {
            "cell_type": "markdown",
            "id": "e0ed2744",
            "metadata": {},
            "source": [
                "## Retrieve Data\n",
                "This product takes in input 1 parameter:\n",
                "\n",
                "* [Mean wave period](https://codes.ecmwf.int/grib/param-db/140232)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "96f51623-95e0-41aa-b9d5-a80d3c3fde06",
            "metadata": {},
            "source": [
                "In this example, we will use: \n",
                "- [**ecmwf.opendata**](https://github.com/ecmwf/ecmwf-opendata) Client to download the data\n",
                "- [**Metview**](https://metview.readthedocs.io/en/latest/) library to read, process and plot the data "
            ]
        },
        {
            "cell_type": "markdown",
            "id": "5d84c0eb-32dc-4bb7-83f8-42d9c9a3e448",
            "metadata": {},
            "source": [
                "First we need to install them in the current Jupyter kernel:  \n",
                "<div class=\"alert alert-block alert-info\">\n",
                "<b>Note:</b> If you are running the notebook on MyBinder or already have the libraries installed, go directly to importing the libraries.\n",
                "</div>\n",
                "<div class=\"alert alert-block alert-info\">\n",
                "<b>Note:</b> If you don't have these libraries installed, click on three dots below, uncomment the code and run the next cell.\n",
                "</div>"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 1,
            "id": "5c1b0e50-36d1-496e-bf1c-5577844cc9fd",
            "metadata": {
                "jupyter": {
                    "source_hidden": true
                },
                "tags": [
                    "install"
                ]
            },
            "outputs": [],
            "source": [
                "#!pip install ecmwf-opendata metview metview-python"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 2,
            "id": "4395a25e",
            "metadata": {
                "tags": [
                    "import"
                ]
            },
            "outputs": [],
            "source": [
                "import metview as mv\n",
                "from ecmwf.opendata import Client"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 3,
            "id": "7c429eff",
            "metadata": {},
            "outputs": [],
            "source": [
                "client = Client(\"ecmwf\", beta=False)"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 4,
            "id": "db6fd2e8",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/plain": [
                            "'medium-mwp-probability.grib'"
                        ]
                    },
                    "execution_count": 4,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "parameters = ['mwp']\n",
                "filename = 'medium-mwp-probability.grib'\n",
                "filename"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "52985b87",
            "metadata": {},
            "source": [
                "To calculate the probability of Mean wave period > 8 s , we need to retrieve all the ensemble members at the given time.  \n",
                "We need to put both **cf** and **pf** as type **type** to download all 50 ensemble members as well as control forecast."
            ]
        },
        {
            "cell_type": "markdown",
            "id": "5e9a3248-51d5-4983-95ab-e529b3f1f1f4",
            "metadata": {},
            "source": [
                "Setting date to 0 will download today's data. \n",
                "Removing date and time altogether from the request will download the latest data.  \n",
                "Try commenting out date and time to download latest forecast!"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 5,
            "id": "51a980a6",
            "metadata": {
                "tags": [
                    "download"
                ]
            },
            "outputs": [
                {
                    "data": {
                        "application/vnd.jupyter.widget-view+json": {
                            "model_id": "",
                            "version_major": 2,
                            "version_minor": 0
                        },
                        "text/plain": [
                            "20241223000000-12h-waef-ef.grib2:   0%|          | 0.00/38.5M [00:00<?, ?B/s]"
                        ]
                    },
                    "metadata": {},
                    "output_type": "display_data"
                },
                {
                    "data": {
                        "text/plain": [
                            "<ecmwf.opendata.client.Result at 0x183d49850>"
                        ]
                    },
                    "execution_count": 5,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "client.retrieve(\n",
                "    date=0,\n",
                "    time=0,\n",
                "    step=12,\n",
                "    stream=\"waef\",\n",
                "    type=['cf', 'pf'],\n",
                "    levtype=\"sfc\",\n",
                "    param=parameters,\n",
                "    target=filename\n",
                ")"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "65f5dd51",
            "metadata": {},
            "source": [
                "## Reading and processing the data\n",
                "Now we can use **Metview's read() function** to read the file."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 6,
            "id": "5e7ceda3",
            "metadata": {},
            "outputs": [],
            "source": [
                "data = mv.read(filename)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "cfc536bc",
            "metadata": {},
            "source": [
                "The **describe()** function will give us the overview of the dataset.  "
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 7,
            "id": "61e65089",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "  \n",
                            "                <table>\n",
                            "                <tr><th>parameter</th><th>typeOfLevel</th><th>level</th><th>date</th><th>time</th><th>step</th><th>number</th><th>paramId</th><th>class</th><th>stream</th><th>type</th><th>experimentVersionNumber</th></tr>\n",
                            "                <tr><th style='text-align: right;'>mwp</th><td style='text-align: left;'>surface</td><td style='text-align: left;'>0</td><td style='text-align: left;'>20241223</td><td style='text-align: left;'>0</td><td style='text-align: left;'>12</td><td style='text-align: left;'>0,1,...</td><td style='text-align: left;'>140232</td><td style='text-align: left;'>od</td><td style='text-align: left;'>waef</td><td style='text-align: left;'>cf,pf</td><td style='text-align: left;'>0001</td></tr>\n",
                            "                </table>"
                        ],
                        "text/plain": [
                            "<IPython.core.display.HTML object>"
                        ]
                    },
                    "execution_count": 7,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data.describe()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "c2bddc76-50ea-44cc-8728-506be1232235",
            "metadata": {},
            "source": [
                "And an overview of one parameter, where we can see more information, such as units or type of level."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 8,
            "id": "9ac51194-5380-470a-83ba-1d351c2cfeca",
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "  \n",
                            "                <table>\n",
                            "                <tr></tr>\n",
                            "                <tr><th style='text-align: right;'>shortName</th><td style='text-align: left;'>mwp</td></tr><tr><th style='text-align: right;'>name</th><td style='text-align: left;'>Mean wave period</td></tr><tr><th style='text-align: right;'>paramId</th><td style='text-align: left;'>140232</td></tr><tr><th style='text-align: right;'>units</th><td style='text-align: left;'>s</td></tr><tr><th style='text-align: right;'>typeOfLevel</th><td style='text-align: left;'>surface</td></tr><tr><th style='text-align: right;'>level</th><td style='text-align: left;'>0</td></tr><tr><th style='text-align: right;'>date</th><td style='text-align: left;'>20241223</td></tr><tr><th style='text-align: right;'>time</th><td style='text-align: left;'>0</td></tr><tr><th style='text-align: right;'>step</th><td style='text-align: left;'>12</td></tr><tr><th style='text-align: right;'>number</th><td style='text-align: left;'>0,1,10,11,12,13,14,15,16,17,18,19,2,20,21,22,23,24,25,26,27,28,29,3,30,31,32,33,34,35,36,37,38,39,4,40,41,42,43,44,45,46,47,48,49,5,50,6,7,8,9</td></tr><tr><th style='text-align: right;'>class</th><td style='text-align: left;'>od</td></tr><tr><th style='text-align: right;'>stream</th><td style='text-align: left;'>waef</td></tr><tr><th style='text-align: right;'>type</th><td style='text-align: left;'>cf,pf</td></tr><tr><th style='text-align: right;'>experimentVersionNumber</th><td style='text-align: left;'>0001</td></tr>\n",
                            "                </table>"
                        ],
                        "text/plain": [
                            "<IPython.core.display.HTML object>"
                        ]
                    },
                    "execution_count": 8,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data.describe('mwp')"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "6c03429c",
            "metadata": {},
            "source": [
                "We can use **ls()** function to list all the fields in the file we downloaded."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 9,
            "id": "f955b02e",
            "metadata": {
                "scrolled": true,
                "tags": []
            },
            "outputs": [
                {
                    "data": {
                        "text/html": [
                            "<div>\n",
                            "<style scoped>\n",
                            "    .dataframe tbody tr th:only-of-type {\n",
                            "        vertical-align: middle;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe tbody tr th {\n",
                            "        vertical-align: top;\n",
                            "    }\n",
                            "\n",
                            "    .dataframe thead th {\n",
                            "        text-align: right;\n",
                            "    }\n",
                            "</style>\n",
                            "<table border=\"1\" class=\"dataframe\">\n",
                            "  <thead>\n",
                            "    <tr style=\"text-align: center;\">\n",
                            "      <th></th>\n",
                            "      <th>centre</th>\n",
                            "      <th>shortName</th>\n",
                            "      <th>typeOfLevel</th>\n",
                            "      <th>level</th>\n",
                            "      <th>dataDate</th>\n",
                            "      <th>dataTime</th>\n",
                            "      <th>stepRange</th>\n",
                            "      <th>dataType</th>\n",
                            "      <th>number</th>\n",
                            "      <th>gridType</th>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>Message</th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "      <th></th>\n",
                            "    </tr>\n",
                            "  </thead>\n",
                            "  <tbody>\n",
                            "    <tr>\n",
                            "      <th>0</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>37</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>1</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>1</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>2</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>19</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>3</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>cf</td>\n",
                            "      <td>0</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>4</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>28</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>5</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>46</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>6</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>2</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>7</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>10</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>8</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>29</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>9</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>47</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>10</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>38</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>11</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>3</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>12</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>39</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>13</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>11</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>14</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>48</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>15</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>20</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>16</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>21</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>17</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>49</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>18</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>12</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>19</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>30</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>20</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>4</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>21</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>5</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>22</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>31</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>23</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>40</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>24</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>22</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>25</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>13</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>26</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>41</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>27</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>50</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>28</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>32</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>29</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>14</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>30</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>23</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>31</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>33</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>32</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>42</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>33</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>24</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>34</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>6</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>35</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>25</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>36</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>15</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>37</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>43</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>38</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>44</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>39</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>7</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>40</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>16</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>41</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>26</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>42</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>27</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>43</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>8</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>44</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>17</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>45</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>34</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>46</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>18</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>47</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>35</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>48</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>9</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>49</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>36</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "    <tr>\n",
                            "      <th>50</th>\n",
                            "      <td>ecmf</td>\n",
                            "      <td>mwp</td>\n",
                            "      <td>surface</td>\n",
                            "      <td>0</td>\n",
                            "      <td>20241223</td>\n",
                            "      <td>0</td>\n",
                            "      <td>12</td>\n",
                            "      <td>pf</td>\n",
                            "      <td>45</td>\n",
                            "      <td>regular_ll</td>\n",
                            "    </tr>\n",
                            "  </tbody>\n",
                            "</table>\n",
                            "</div>"
                        ],
                        "text/plain": [
                            "        centre shortName typeOfLevel  level  dataDate  dataTime stepRange  \\\n",
                            "Message                                                                     \n",
                            "0        ecmf      mwp      surface     0    20241223      0        12      \n",
                            "1        ecmf      mwp      surface     0    20241223      0        12      \n",
                            "2        ecmf      mwp      surface     0    20241223      0        12      \n",
                            "3        ecmf      mwp      surface     0    20241223      0        12      \n",
                            "4        ecmf      mwp      surface     0    20241223      0        12      \n",
                            "5        ecmf      mwp      surface     0    20241223      0        12      \n",
                            "6        ecmf      mwp      surface     0    20241223      0        12      \n",
                            "7        ecmf      mwp      surface     0    20241223      0        12      \n",
                            "8        ecmf      mwp      surface     0    20241223      0        12      \n",
                            "9        ecmf      mwp      surface     0    20241223      0        12      \n",
                            "10       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "11       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "12       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "13       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "14       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "15       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "16       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "17       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "18       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "19       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "20       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "21       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "22       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "23       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "24       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "25       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "26       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "27       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "28       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "29       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "30       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "31       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "32       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "33       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "34       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "35       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "36       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "37       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "38       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "39       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "40       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "41       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "42       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "43       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "44       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "45       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "46       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "47       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "48       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "49       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "50       ecmf      mwp      surface     0    20241223      0        12      \n",
                            "\n",
                            "        dataType number   gridType   \n",
                            "Message                              \n",
                            "0          pf      37    regular_ll  \n",
                            "1          pf       1    regular_ll  \n",
                            "2          pf      19    regular_ll  \n",
                            "3          cf       0    regular_ll  \n",
                            "4          pf      28    regular_ll  \n",
                            "5          pf      46    regular_ll  \n",
                            "6          pf       2    regular_ll  \n",
                            "7          pf      10    regular_ll  \n",
                            "8          pf      29    regular_ll  \n",
                            "9          pf      47    regular_ll  \n",
                            "10         pf      38    regular_ll  \n",
                            "11         pf       3    regular_ll  \n",
                            "12         pf      39    regular_ll  \n",
                            "13         pf      11    regular_ll  \n",
                            "14         pf      48    regular_ll  \n",
                            "15         pf      20    regular_ll  \n",
                            "16         pf      21    regular_ll  \n",
                            "17         pf      49    regular_ll  \n",
                            "18         pf      12    regular_ll  \n",
                            "19         pf      30    regular_ll  \n",
                            "20         pf       4    regular_ll  \n",
                            "21         pf       5    regular_ll  \n",
                            "22         pf      31    regular_ll  \n",
                            "23         pf      40    regular_ll  \n",
                            "24         pf      22    regular_ll  \n",
                            "25         pf      13    regular_ll  \n",
                            "26         pf      41    regular_ll  \n",
                            "27         pf      50    regular_ll  \n",
                            "28         pf      32    regular_ll  \n",
                            "29         pf      14    regular_ll  \n",
                            "30         pf      23    regular_ll  \n",
                            "31         pf      33    regular_ll  \n",
                            "32         pf      42    regular_ll  \n",
                            "33         pf      24    regular_ll  \n",
                            "34         pf       6    regular_ll  \n",
                            "35         pf      25    regular_ll  \n",
                            "36         pf      15    regular_ll  \n",
                            "37         pf      43    regular_ll  \n",
                            "38         pf      44    regular_ll  \n",
                            "39         pf       7    regular_ll  \n",
                            "40         pf      16    regular_ll  \n",
                            "41         pf      26    regular_ll  \n",
                            "42         pf      27    regular_ll  \n",
                            "43         pf       8    regular_ll  \n",
                            "44         pf      17    regular_ll  \n",
                            "45         pf      34    regular_ll  \n",
                            "46         pf      18    regular_ll  \n",
                            "47         pf      35    regular_ll  \n",
                            "48         pf       9    regular_ll  \n",
                            "49         pf      36    regular_ll  \n",
                            "50         pf      45    regular_ll  "
                        ]
                    },
                    "execution_count": 9,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "data.ls()"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "0fcdc285-8aa2-4eb0-9f19-cab8f1d4c815",
            "metadata": {},
            "source": [
                "We can mask where the mean wave period is equal or greater than 8 s.  \n",
                "This will set values at 1 where the mean wave period is >= 8 s m and 0 where it is <= 8 s.\n"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 10,
            "id": "197e98ef-8cba-4e0d-86f0-753767e43263",
            "metadata": {},
            "outputs": [],
            "source": [
                "mwp_mask = data > 8"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "0607e807",
            "metadata": {},
            "source": [
                "Now we can calculate the probability:"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 11,
            "id": "2a6df14f",
            "metadata": {},
            "outputs": [],
            "source": [
                "prob_mwp = (mv.mean(mwp_mask) * 100)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "d48c59e5",
            "metadata": {},
            "source": [
                "## Plotting the data\n",
                "And finally, we can plot the data on the map. "
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 12,
            "id": "03f7aa46",
            "metadata": {
                "editable": true,
                "slideshow": {
                    "slide_type": ""
                },
                "tags": [
                    "open_data"
                ]
            },
            "outputs": [
                {
                    "data": {
                        "image/png": 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mzYKniImJ8fT05PF4gwcP/vfff6GZ5LGCgsKOHTv8/f0pFMrChQv19fUFjzZp82MwGEEDMBiMoDC0tLR0G/rIzQ3etWvXL7/84uPj09DQcPny5YMHDwoe/e+///i1Tp48yc8/wGfUqFGCtTAYjOBmB78vFJTvBJXUQukh6HR6Q0ODYNBHv0ZInbmDVFRUdPwOCGkZU6lUCQmJ1o62hpAwdAdr8UEQpLS0VFlZWahv16laXWsEBeV7QB0bCgoKCsqAAp1jQ0FBQUEZUKCODQUFBQVlQIE6NhQUFBSUAQXq2FBQUFBQBhRouD9K5zh8+LCJiYm7uzsAVFZWrlu37uzZsyQS6datWx8+fDh27BgAREZGRkVFrVq1il+lvLx8z549x44di4+PP3z4MAAQCAQ9Pb3ly5dLSko2tfzrr7/W1tY2bTo4OEyaNIlfMSws7PTp0/v27VNTUwOAkJCQs2fPHjhwoLa2du/evU1VjI2Nm2sttlZXSE+rDfz9/WNjYy0sLFxcXEgk0oMHDz5//mxhYeHu7o7D4fhl2r607+HevXtycnIuLi4dryJoMJlMDg0NDQ8PNzIy4utnCh0FABqNduTIka1btwq18/r1axUVFf6i7+a1hLh79+7z589pNJqdnd0ff/yxevVqoW/T0dFR6Mvy9vbm78FgMCYmJnPmzFFWVu74ZaKgtAbaY0PpHDo6Oo8fP+Z/DggIkJGRIZFICILcuXMnNTWVv6aKSqUWFhY2VWGxWPyVwm0L/u7cufPIkSNKSkpjx449cuTIrFmzmiq2pkdMp9OJROKB/7N06dLmBqNaxl3QMqbRaKdPn967dy9f1rLFWoJkZ2c/fPjwyJEjp0+fLikpCQgIaP5tNv+y6HQ6gUA4ceLE4cOHGQzGhQsXOnVnUFBaA+2xoXQOV1fXQ4cO1dTUSEtLv337dvr06QAQExMjJGHcGs0Ff5vWZqFaxn1HyxgAVFVVmzTGhNps/rV2ROe6+ZeVnZ3dJHVtbW395MmTFr8+FJTOgvbYUDqHqKiog4PDu3fvKisrs7Ky+AJLzSWM26VJ8LeD50W1jHtSy1hMTMzb25s/eNu8zeaX3BGd6xa/rKysrDVr1ixbtuz06dN8JczmXx8KSmdBe2woncbT0/P69etcLtfV1ZVIJDaXMO5gO3zB346fF9Uy7jEt4+YI1mp+tF2daz5CX1ZMTIyKigp/LlZdXZ0/Ydni14eC0ilQx4bSaWxtbXft2nX//n3+w4svYbxv3z4AuHXrlp+fn7Ozc7uNNAn+dvy8bm5uS5YsAYB2tYzl5OTarcvXMra0tOygljF/sO7gwYOjRo1ydXXV1dUtKipq+9JMTEw0NDSWLl2akpKSkJBQW1ubkZFhbW199uxZY2NjoaMIgnREy1hdXV2wVvPCQgbzZYhdXV2FtIz5RydNmsQf7xXSMm77JjQnIyPj3bt327dv5+tcX716tbWmhBAREdHS0hLc0+LXh4LSKVDHhtJpcDicu7t7UFCQubk5tCRhbGdnFxoa2iQxfPLkyaa6zQV/Ow6qZdxjWsZC90GozdmzZ//33383btxoKtmuznWLX9b8+fObC0i2+PWhoHQKVCsS5acG1TLuAjU1NefPn2/uvQaYzjVK/wV1bCgoKJ2jsrISi8V24YUABaVnQB0bCgoKCsqAAg33R0FBQUEZUKCODQUFBQVlQIE6NhQUFBSUAcXP6NiysioCAtJqa9sRCUQRhEZjhoVl8Xg89O51irq6xuDgz1wugt63TlFbS09PLwP0r7WTZGVVAACDwQ4Pz0IQHpeLpKWV9rZRvcDP6NgePIhDEB6BgOttQ/oTFy+Gxsbmxcbmo3evUxw69Lq0tC49vQy9b53in39excTkhodnofet4wQFZezf7w8AR48GFBXVPnoUv2+ff2hoZkiI8GLHAc/P6NhUVCQ/fiz48CGntw3pTyxd6picXMxmc9G71ylSU0vz8qqLimrR+9YpNDXlIiKy8/Kq0fvWcZycdAcPlgGA2bNtYmPzHBy0EQRxczPIzKzobdN6mp/RsZWU1LHZXCkpSvtFUf7Pnj1+amrSGAx69zqHi4seh8OVkCCj961TMBhsAwNlZ2c99L51gdWr78rLi5eXUyUkRK5dixwxQru3LeppftJ1bGw2Fx3c6CwsFodIxAN69zpJ0+1C71unQO9bt8DhIHj8T9eB+UkdGwoKCgrKQOWn8+QoKCgoKAMb1LGhoKCgoAwoUMeGgoKCgjKg+EnzsYWFhTm7u7Pp6KrPTkOSlGfW/XTRw9+PiKhaY0NBb1vR/5ARUa9uzOttK/ofomSJhKRYbe2fLh6Sz0/q2OLj43EmJuzIyN42pP9BdPqN6XSit63ofxBPL2psuNjbVvQ/FIgzVzXm9rYV/Y//QCsvL++ndWzoUCQKCgoKyoACdWwoKCgoKAMK1LGhoKCgoAwoUMeGgoKCgjKgQB0bCgoKCsqAAnVsKCgoKCgDCtSxoaCgoKAMKFDHhoKCgoIyoEAdGwoKCgrKgAJ1bCgoKCgoAwrUsaGgoKCgDChQx4aCgoKCMqBAHRsKCgoKyoDiJ1X3V1FRQTIyRHR0etuQ/gejmiGS6t/bVvQ/GFSeiAj6e+s05Y1wCr1vnYfOrZaWlu5tK3oNDI/H620beofw8HA6mo+t8+DxeA6H09tW9D/Q+9Y10PvWNaSkpKysrHrbil7j53VsKCgoKCgDEnSODQUFBQVlQIE6NhQUFBSUAQXq2FBQUFBQBhSoY0NBQUFBGVCgjq0FTpw4ceHCBQBgMBjLly8fNWqUv78/AKSkpKxevfru3buOjo5paWkA4OnpeejQIQA4ffr01q1be8vgmpqaOXPmjBo16tq1a62Z/fDhw75mdg/QkTtz9+7d+/fvDx482Nzc3Nzc3MLCgsvl9rbh7f8I+6DNfRkej7dx40Y7O7vTp08DelcHOqhjEyY2Nnbv3r3l5eUA8O+//5LJ5CNHjqxevRoAbt68uXPnzpCQEBsbm9DQUDqd/vnzZz8/PwB4//69nZ1db9l88uRJDQ2N+/fvHzx4sLCwsEWzIyIi+prZPUBH7kxISAiHw5k7d25CQkJCQkJ8fDwOh+tdszvyI+xrNvdxrl69WlVV9fLlS/46H/SuDmx+0gXardHQ0PDnn39u2bKlrq4OAD58+LB582YTExMNDY3s7OzFixfv3LnTy8uLx+PdvXtXRUVlwoQJoaGhNBotOjr64sWLvWW2p6enlpYWAHA4HAqFImh2bm4u32wPDw82m92nzO4B2rgzgl9odXV1REQEvxerpqY2ffr0XrS5gz/CPmVz3yc0NJRKpc6bN2/27Nn95ZeA0mVQx/YNq1evnjt3Lo1Gq62tbWxspNPp8vLyACAtLU2n042NjQ8fPgwADQ0Na9eulZCQGD9+PJFIvHLlioqKiqioaG+ZbWlp+ezZs23btu3atUtGRkbIbENDw75pdg/Q9p1p+kJv374tLS2tra0NAHJycr1rcwd/hH3K5r5PcXGxoaHhsmXLpk6d6uzsjN7VgQ3q2L5BVVU1PDw8KyuLSqX6+PgMHTo0JSVFQ0MjKytLT0+vqZioqKisrOzz588PHjxIIBCmTp26fPnyXjT73r17169fDwwMlJKSAgBBs3UEZMP6mtk9QBt3RvALBQB9ff0JEyb0ipFCdPBHCH3J5r6Pqqqqra2ttra2qqpqTU0NelcHODyUZty7d2/v3r08Hi8xMdHQ0HDo0KF//fWXUJkdO3aMGzeOx+Ox2WwJCYmQkJBeMPT/eHt7Gxoa2tnZ2dnZJScn9xeze4AO3plbt24pKysP+z+1tbW9ZXAT7f4I+6DNfZnk5OSRI0d6eHisWLGCh97VgQ4qqdUOLBaLSqX2u0GJfmp2D9Af70x/tLlvUldXJykpyf+M3tUBDOrYUFBQUFAGFGi4PwoKCgrKgAJ1bCgoKCgoA4r+FxXZ2Njo//JZb1vx04AAh9HbNgwUeDzAYFrYz0EAwQLCBTwA/tsFwY2NwAPAkoHJAQDAEIBHADwWCDgAADwA8cebjfLTgsfhx3p64/H9z030P4v37dwSEhYmKynSu2YgPB62xafUD4ZGZ3K5CAAPAIMgiAiZRCZ9+RJ5gMFgCULleQAMeoMIpYuL1Vg0YA/IbKwYQHANWE6PruETdGwIAMIDLg94ADwsIAAYAOABBgDDA34pHgAPADDAxQCPv0EAIAOwASsFAIBpBPlW/g4aGxuJBBwADwOAxbb0Q8XgANOyrAajsYFMEv4hDWDYbA6PxyMS+9wlM5js3v0iSqtoJSVFS5f91os2dI3+59jYHLat6eB9G6b1og0cDvLP8auujla2Via9aMbCzQ8JeN7Zv6fwN58FfsqsoPy+9k/BMi/un6eISzqP6eLtersewg5+r519kwqX+bKhl7A9OBpPFIfiRojFAhuAiQEqByq40PZrAwaDmOreqKFq5teOgJEAQwGSAKYBzAIA0NwB73e0XDEkOPj1K796Wj2C8Gpqqp2Gqi2aYtN0ND61SE7PS01dq8W6i+b5XNw9uWvX2Pepo9IkJcSEdpaUV0VEJZkYaOkMGdwrVjUnu6AyIbVwkrt5bxmAILzpv55gM5m9ZcD3gM6xdYin/iH5hSVNm3g89q818+KTP1+/97K3TKqopnF5WA0V6aY9Xs5GqcnRkZERgsWSEsJGuk/pcev6AeRSm0atxz180nAMRLIghgVJTMhrz6uRiNThpkcKSu2KakaADZCVAZcMMBO01V8RGulQC1hOq3VHODru2rP/6LH/jp84df3GndxK3Klb4U1HUz4Xh4ZHtlgx4O2bIWqSXbu6vs+ntOz8orLm+5UVZCeNc6LS6A+fBVbXUHvesOY8epUw3tW0Fw1ISs0ik0i9aMD3gDq29klM+ZxfWDp4kLLgTiwWu3z+JCV56QPHr9MZrJ60h85grdrj+8u2++5jPAiEb75BPQ356qrqps3a6goRETEsttPfMqseni2BZ0sgJ+j77e2jiKctalR79SNaRgBqAGoAygCyATKxkEiASCLcZEEtFzq4vEZOKm2owfmYlKU1bG3eLwDmwGaDyGOA6VBXONz11/9GXkR2d1jIcNee/Sl5DR/TivibepqKWZ8/t1jy+rXLa+Y5drTdfgWbzUnNyDUxGNJagaFm+t5jRiQkZ/i9jWD07B+1EFwuIikugsP15vM5M7uA0PeGZzsI6tjaoayi+sXr8BULWx6ZcXO2nTFp1OET11PTc3rMJBaLQ2tgMpgsR0fH3KIawUNJmRUenp5Nm0/vnXEbN6sLp6CVQeojiLsAxdHfa60gdWaHeXhad7b4PSBEDPC61x46BlIJ8BILfgAvAPwAXgO8QiCQDcEs+KwO2YhAaRwACUAEQBJAAoACQAaQABAHfaPHSmoJ4YV/sGTFefMBAYA44G4Dvq0inyQu75y6XvPKjM4MhO8/cPjgpff8z8Z6Kjk5WQCQnZ19795dDudL1+/OnduDFEQo5IEZkvLmfbTziKFtlyEQ8C4jrIZbGfu9DY+OT+2tZb5YLIbTqxlzyitrFOVletGA76T/zbH1JHQG6+yVx38sn9FGp2fwIOW/Vs/778rDhE+ffSa594BVUhKUS3tn3HwW++TxIzaPlJZdpq+lCABxnwqUlNUES5bkZxsuG94DJnUQjng+D8vphZCbVqDkeVENLksmddvceB4BwlnQAFAtsJNABCweeBhgUwEkAcQBFAAIAMoASgDyAq+XLCDi6i0rLuRIuJZhTaEGoBHgM8AQgG0AOgDxAFUgjgUlVQ11LYOIoOfDncZ10DYxMTGXUWPP3AlfNsOOTMSb68guXegjJUbUUZdbNO++hJQcwuPJUDhblrt1193oU5SUVYqQSbLSHRpllZYSnzTOKTe/5N7jgGEWBloaqj/aPCE4XKSD3bV/zr8rKq/b+dtoKQlKNxrwIfaTu7PNJd/YbmyzJ0EdW6sgCHLszO2508eKibXzi8ET8auXTn/1LnL/sWsrFk6SEBeemv4RzPIaOnv9nVNnLy1dPO/avukAcORqyH9nrzQVyM9OkVVU6WyzbDpwmcDsE7MMPxyRXC+688JubJDH++rVyKKAiAAoAMsQQApAHsTFoZ4J2HIgVgLwgIcAFAHkfanIkwUZyUSdyreJ9YtZFAmSLHCGAKIHvNEApQDZQPYF5UDYOQ+GrwYAMDIfHvz6YVpytL7xsA6at3DRklkzpiyeYovHY3+bY9+0f8m04ZU1NGp9o9Zg+W68G30HHo8XFBo3fcKoTtXSGKysrqYUGZOcmJLlMmKohHjPxdC+DUtzsdVrvxzAyGFaJ27HbDj88uzf3Rbvw2SysBgMqd+OQwLq2Nrg1KWHTnaWGoOV2y8KAACjXWxNjXSOn3vgZG/uYGveLTbsPhNAJuLXLRzZ4lF3uyE3b1xd/fufW46dq61nzJ6/VEJCouno07vnps7/vbNnvGQP9AoAAFZ9V43uV2DY4hzxPHy9ehfqyuqB9rdddM1akCMCjgIAUM4Bhf/3pl6kQe4naKgAbCbg3ICxDkAEgA4gDSADAIBlcE1P3ORkSYav/AMRmuHKBIPTsMwbFDXB2R0UBJ6uju6Tn9w5LSOrqKDc0Vi+aT6zD1589dcvrkL75aTF5KR74oWsVwj7kGhnY4rt/JQVBoMZPsyEwWC9C40lkQgjh5v3zKKuorJadweDjpS0Nde44htTS+vO2MXI2E82Q426scGeB3VsLfPgaaCSgtxw685F8ysrym5ZO//KredxSRnLFkwifvffAJPJDovNTskqW7fA0VBbSejo3AnD5my4PWfugksXeHii6OjRYwSPNtTXKSp3+nmNwQG16Lts7l+Ipi6kGZyXitrdhboi0jDmuPDOuS2VNNSGtXKA2AFjECBk4aNSxXlGL+8mz55R15J/In2CrbPBx6JlG7ymLr139V/v6csoouIdsXn8+Anv3r5etPkOjiDCZjFX+thamfSVAPcfRC2VRqXR1QcJ//l0HDKZ6DFqeEVV7WO/YB0tNTNjnfbrfB90BqvjkSN/LBgx989reUXV6qrdMCvG4/Eqq2rlZKW+v6leBHVsLRAV+6m8smbFwkldqz5/5rj0rPx/jlz1cLcfaqb/PZbsWj3m0sMPr8M+/7rzweV9M5v/cFf6DN+8acPhIyeEZgEjQ/yG6Jt9z6l/EkhVZvWmR3/0WZbpQp4uHGu2H8NDDF89wLFZEfPXIhgcsP4vJVIGUAJiYSBfAcwycDvcastYHG6Cz4qnd89OmbMai2t5wbUQx06colKpEhISDAZj2dKFs6h0N/vv+pX2cV6/+zDBoxviPOVlpaZ4u6Rm5N57HOBga6ai9APTAuA79lXy0dVQXDzdQVa6e+bYktOyjfVbXuDYj0AdmzAFRWVv3kf9tWbe9zSiN2Tw5rULLl5/Gh6VtGTeeDKxo2Fmi7fcmTjK1NPJsGnPwsk2c8cP8/nz1tFrIUf+Gi9U3tZc44pvNJPJ5KcDbiLszePl6w913OC0R5B8DwCAUdNe0QEHnjaYqRRJKrVtt+RnDDAwQMDAMFXAYaEpcj8pKfHMqZOMxgYraxsLy2Hnz54e5TZaTl7h/NlTk6ZMlZCQcnd334vHPwWoB4BiYFwEMgfkWHmqVXcLpCZUk3W14oA/xEhvBBEJkCHD0CEw0hm8DFs1pgmyiKiLx4ynd89MmLmyg5fMH7Imk8kXLl1bs2ollcaaPLo3l0z9OKLjU82MtLtRVcRAV0NfRz0mPjU67pOL4zDx9ibguwCHi+DxnRs1XTyl22LEUtNzp4536a7WegvUsX0Dnc64fPP5Hyt8urD2SwgsFrtk3oTUz7kHjt9wcxzWwVFNHA7vF1EckZC7e41H086Y5HxDQ6Pc7JYXHuFw2IyMdEHHxmGxEB5CEZNosXyLfLoPn+52vPiAQvzTitqhu9t2bLl4oAF8RKAWAQwZ1r2CoQKdnNP/Hd+82FZVUWr+X3fi4+JOb/G49CgqLYG6cbHjxQdPDYYozr923mf2gk/jvAEAVIC7iRP48h4Az3nsHzhcy3+DJSUlQUFB12LYtPo6JpMJALJysgBYERGKi4uLrKysYGEpGYWrt31DIyLHTV7k5ORUVlYWExPt6dl+wCQejz9+8vSCOdMHpGOj0ujFpRXDxnbzsjwMBjPM0rCBzngXHC0pKe5g3ZXZuzaIiM+2NdfsxgY7TlFJxeBBipjeEAvsXlDH9hUEQY6fu7to3vh2wyA7joGOxpY/5t948Co8OmnRHG+pZlo+gtAZrBpqI7O8tgCDm7fxjqejbiOTHZ9aSm3kHT955rHvw2PXQlbPHSFUy8FS88Txo/b2Dk17Xj25ajW8cwFgPzM4uiIPT0MAaUNeKwYDZWyoA2CRgaAA9fU5+/becBgxcsQIRwAQIYscuvR+z+9jqTSGBJZEa2Qtm2HHr2hppAYA9kOLrvm98RznDQDZGUlPH1xR1jA1NrN6/vyFp6dn83iEebN95KWJhlpyinLicpJNT5kGAKguo/+9+UlDIwdPIFfX1EhLigBgMRisipKCrYHs+6fnb107SyHhZaVE/J4/PfHfmXZf0bBYrIqaRlJ6sYlep2No+zivAiK8Rgv/vXQXohSy15gRZeXVD58HGuhoGBu2uu67s5SUU420Oxqz1r1Ex6WMG+PQfrk+D+rYvnLiwn23kdaqit08dI7FYudOG1tSWnHm8iMtdZVpzWKOD14MjErMkxAXbWRycXjS7/NtsTjs+ftRd/0/8Xg8DIa3dNmvYmJis+fMWzBXWMFr6bYHEtLKV67eENyZlBC2ftel7r2KgQ2pzLpR67FodquzqiQsVPA/qQN+KBw/vGmC/aC/d2xfvGTJ5UuXXvj5T5nkjSAIg9FYW0e76xe/3MdesPqxa6Enz1xuoFHfPruhqKL+OiTZkV6fnhSOx/ISP8Zt3fY3v1jw+6A7t2800mmuNupzJ7QaxD97/DAAqK6ji4kQicRv/oRJr0KXmOqpKMsDwJuw9Fk+Uw8cOqqm9s3qRjqdTqF88+r2x9r1f61beWF3b+qvdjtRcSmmhtrkH7zYXFFBZup414/Jnx8+C3S0s5DvjpiLskqqhHgviLzXUWliYpROTe/1WVDH9oUHzwLV1VSGWnQoxLYLKCvJb1w99937mD2HLnt5OpoK6PosmWojTiEm59Gp9cXbVrjxX5wdrb4UKCqr3X/Fd/To0QBAIH4TUVdUVpuUmmttgduyacOhf7+EJnRQRuukLgiKKrAbu+Ea+y/iaYsqR/zWmmN7h4UaDgCA6GBwXcKi4sJna8+6cOrk9OkzPkRGjBymFRAQICcjIUYh+51fvmTr/cT0EsHq917GK6sO/hj1rrK8aJTXbFExCYmTF0aPMDh5KxIwBGfXIXv37MrLzVFQkGfRyg787i5G6dCzWEayhXGFce729x8HjHWzExejuNnrWRoOWr9lbSMTuXLtFvH/E72TJ02UlZO5ceM2AISFhSV+TLCxtbUePvL3/U+PbPTuzG3ru9TW1ZdXVFtbdmCKsjswM9YxNhwSGvmxjkpzd7Yhk7ruTYvKapXkJfC9IaYVEvnR2d6y58/7I0AdGwBAcERCdQ116Vzh0Ixux2WkleNw8yv3/N4Gfpjn4yErLQUAUhKUZT72p29HpKc37Dj1VkKUZKqrtGSajRiFDACBH7K0NL84OQ77m9UquUXVy2eNJJPwVOzXsP4OymjxeFCd2Y1X1s/5v7wWhtPCWDEdA9k4AAp4LwEPhbsxYX4vExArI9WwkCASWWTMGJMLvvcx2C9/Sit8bLccfQEANDrj9O2I5MwKTXVVC/1Bahq62kY2Bw78U1VZISpCkJEURRBudV19TPjr7Pxyc8PB8fEJz84u+c7rwGAw3mMdH/sFTRnvisfhZKVFL+6eFhydtfmv9QcPH+WX8X38hEwmA8DOHVuZ1EI7C/Vdf2/F43AsNru7QsZ7Fx6P9yYoaoJHy6s/fxA4LHaknQW1vsE/IFJRXtrWyrhrM1Xp2WV6Wordbl678LUxRUV7OR1Yd4E6NsjMLQyPSty4usUFSN0PnohfPNu7rKL68s0XUlLic2d48Je7LfcZPm2M6Y1nsZ8yy8MTCj9llo2y04lIyMstqLz74DEAMBgM0rdfl72llr2l1tJtD/498VfTzr4mo9VfoOR51RtclEha3fJhAsByGDwcYp5G/rnYVVVRCkGQ5btfAvAsjdS4dz+wWF/kFi0M1WZ6DQOALUdfZuaUqMoS8nLo8YkZp689JeBxw80Gb1o0QkVBEgAu753R1HxeUfX0kKRuuRAymejmbPP0ZcikcU78PY7Dhtx+kVBUVKSqqgoAZDJ52dKFjfR6W1O15Ys8AUBzkLyKgnj3ajL1IiERCdaWhgRCLzzcJMRFJ3g45heW3n8cYGmur605qFPV6Y2smOT8VXOdfox1bREWnWg3rDeTcHUvP7tjq61ruHXv1fpVXVEK/h4U5WXW/TorMTXr0IkbukPUJ40byWBxzt6LyC2u4yIIFstT09CtRZS37FxDIBD479cJCQnqKlLC9lPpGLyImNiXfkZ+doqMQgsLUUvjIPTAN3s4P/fYY3PakNeSwAKegEh9CmTM1BsxwnHzkXtX9vtU19FFKBR6Qz0ArF3oWEv9mmh86hjzhobGUVYKXg6DHO0sb79IOHMrSF5Gcuk0W11NheeBSUunC8/PU0SI40eZd9e1yEpLmhnrBIbGOTt8GVka46Dj9+LFkqVL+ZtcVsPVfV9TAxhq90IX4QdRUlbJ5nDU1Xon+ILP4EFKaqqKMfGpjz4FOTsMlZbq0Np5Ko1x5nbILzMcej65KIfDqa+ny0h3Io66j/NTOzYOB/nv/L3lCybxPUfPY2owxNRgSGBo7L5/r+aUMUXk9BobWRwuR0/faLDGkNqaKhqNpqn5JfC3rq5OQpTUZPnBiwF//eJ24cGHKdN8mhp8dv/8pNmrmp8o683PG83fCVqR11rgAuPc/3369GnlP8o3G+olxEQAQEqcQquvx2IQANDVUGgqnPK56Or9AAIeO3Gsg7nhYBwOO3f8UH1NWXN9tXX/PORwkekeLQjMy8uI/fVLd6oPD9FQraquS0zJNDXUBgAdDYXYd7lNR3mt5M7u73A4nPfh8dPG935IMH9JgJmxTmBoLBaLdbK3bLcHeft59MrZI0VFWpifa2hk5RdXGwzpunhK20REJ/fYfGTP8FOnrTl29o6nu728vHT7RX8kzg5DN69boKshh6tPXjRB7/bhOR7WMpLcLDM11o7N6x4+uM8vZmpqmpxZzv988GJgWnY5AKRmV7m5fdUrpNXVKqv2zgqYAYB4+nyawfnm+8PKL31OidXSGFRWXkmlNZKIeADA47E8LpPL/RqBw2KxA0Ni7z4JXLvUa8famdQG1qUHERfuhR288EZJToJIxA01Hjx6hIFkTwW8WVsaFpVUFBaXA4D2YLmK8q8JNrG4gZmYxv/dB3cnGyy2ryzDIhIJo11sLc30nvqHxH5Ma7uwhqpsbHIe//OrkJS7L74o6yemFZ29HRKfUhCVmPsjjES4SHllzQ8VUul5fl7HdvO+v762urmpbm8b8oX1K6f8u3NlZWXd3iNXGmlVk0abu9jqXv3HJyrkxYULZwFAWVlZTErx2uMoOoP19G38bG8rDgfB4r8+oVAZre+EWGHBERUWyvysfJHEI4iQCAwWMnqEAZfL3fP7WP4h3P8foEwWOzA07sbDt7HpFfa2QxXkpPE4rLOt7pLp9oun2a9dOOrGkygmi11eVd+1USYOB9l69EUXKo5xsY2K+0Sl0YlEPJf7Nd/2AFiB25yk1CwVJbk+OJ4mKy052ctZQoxy73FAQVF5a8VGjzDkcnln74QgCC89p6ykog4Angcm5RZV/b7ApbKGpv1jci9EJ6R+p/JfH+QndWzv3scw2WzP0fbtF+1BsFjsFG/njavn1tTV7/n3st+bcAD4Z924+Kj3QYHvAGD/gcMNuMHzNt4VFaWQiPgXQZ+GWn3Vywh789hj0jezRI3VcEQNjmlC1MkevpT+Cp42mKYU+QgDT3HwDgdG02HkMA+aYrqRpQOPx/2cW0oRITep4M/wMNNVl3gTFOX/NtzEcAgHK7520ejmouwPXiUoyUtcfxI1Z7xNF63CY1+FfHoXmdHZihgMZpy7w4vXYWwOV9CZcViMNmr1R2qptKycIkvTDqV66RV0hgyeOt6luKT84bNAKo3eYhlnW101ZZn9Z195OhlzOMirkBQWm+vtahoQkW5jpikj1f15c3g8Xn5hacdzmPQXfsY5ts/ZhTEfU9evmtPbhrQMFoud5OkEnk7+ARF7j1zR0hh0+M9xK3aeLiku9pk1e/mKX5ev+JVGo+3csbWionz/gRX8WhwWiwc8IRkthA0IB6iFvXEZ/ZOo9F/VzHZVlNuWAODI8P4OACgvQnauWLZETpJQUEpT/P/AdW1dPaO+wngweZilIV9QBkF4zXtCkR/zLj+MmOhmisNiZaW7/mDyHmV27l6ki22nBxiIRILHqOE37r8SF/+SY/PjxwQZiQE1FMnj8V4HRE7w7NH4/i6AwWBsrIxNGhmBIbEUioijnTmu2XpTj5FGHiONAMDb1aSimjZ6hGF5VX12fuXSGT9EECQ+KcOiD78NdJmfrsdWS6Xd9X37xzKf9ot2iamrLjFYnPbLdYAxrsM3/T5fY7DysbN3hungc1Lez5/jc+3qFQ6HIyYmduDQkctXbyoqfolne/Xk6lC7gZn7uCehM+QZ+PoSQEAelJYBAFCp1EUL5ooSWMc3T1JXliwsqQqJ+uT7PCj2Y5qTg6Wnu32TTBqCIEKtZedXrNv3UFJSGofFSoiRC0q6ojB93/9jUVnttLHmeFwXxw8lJcQyCplNoQfHjxza/uuA+qm8CvzgaG/RjUrHPxSKCNnT3d5IT+OZf2hiSquLSXU1Fe2HDgGA54FJM707mku2U/B4vNz84s6uSegX/FyOjcPiHD93b/mCiXjiD+mqXnr4obSS6v/+Uze2aTvUaMPquWNd7SiYWiOVxqrsEO9xYzkcYd+ZlBA20n1K02bkUXi2BF6tBYTdjbYMcMRVQYwAVfXWhpq+oAdlGVBWVjZpovcUN73DG8dzEcRntLa+Ki7uU763h6Or4zCKiFAwrbDjEREh4vF4SSkpN3u95IxiDVVZ6DyZ+VWTfz0fEpN742AXxxgQBCmp4VoMtYmLfAcAODyOv/Z/YJD2OVdaUlxJoSv3thdRkJeZ4OGIxWDvPwkoK69uoySNziT9mOdV4qdME4Nuk7jsU/xcju3oubtTx7vIykj+oPYDo/OOHz8RmdidY38Igvy262FwXH5aMeZzpVhKRp6uMubBtaMMOq2pTG11BUVUXFBGK+U+xF2ApJtAr+pGWwY4g+0hhAa7Dxrr6L4SVUrRZP3K4XC8vLzvvozbe+LBc/8QJUXZ47uWrF4wtvkIEgDISolWVNME95y//2H/PwcqykojEnIlxUUQQRGzDvPXUhdPZ7Prj6M+fS5pv3RLXPGNHjHSxdLWpaqiOC87FTOAYv2ra6jpn/P6b7pnYwOtSV7OWbmFj/2CaQ0try2d6Gbu+zqh20/N4/EysvJ1hgzMNLM/0RzbxZvPTE10DHQ0hPYXldXuPRtwYsvE70lVU11H9wtKUVRUsrCwOP5vyzPDXWDWuut6mgo1DQCSJgZmKqtX/87fHx3+5uT+3zEYrIvHdAsblye3T4/ymNldJ22RRkJ5ptIVKbqhWlX7yVD6KQwufeuWXbGxcfIi9ZK0ZLwmNjzoRUrMawwHeRNV8cvssW1PkhnrqqRmlcjLfE2vnF1QbWtrq6isetU3etkMuw8JOfzBpc6ydYW7vpa8kU5XZvjziqoDo/Ov3zwIAKPGzXp04ziX3W2/z96Fw+G8Cvww1du5tw35LnBYrJ21aT2NHhAcLScjNXyYidByBTVl6eeBDbHJ+ToaCgAgLkrqlqDWhKQM8x+fCry3+CkcW3xKwdV7AeZ6cu4jrZsfFRclZ+ZVbD3mv+d3j+ZH24DF4mw6+rK+EUF4IEIRMzExO3BoKQDo6BndexlPJOCeB6We2TG1rIqqqijV8WY/fS45eTOcSMQ3MLhW1nbGppYrLCzk5L5ZZTLMzm2YnRudRn18679XT6+VlxS4e88WLPAwDfSxICE86dNFKiWi0lXOSNGMKcyBltlEEITH9X/19pdffgl/c9dHwzdawvTtu8A6BvHOkbnXHkfTGSxZaMux6WoqnL6V5jjsy8OCw0FyCsqC3wclJ6ec3TVdUU4i6EOnwxqbmDrGogu1KmtoGw77/XfmIn8Tg8F4z1j+yu8pk8Um9ZMZqTZ48TpstLNN86Q//RFxMcr4sY6FRWUPnr4zN9HVHfJNQoYl0x2iE3PfhqfxeLzC0trV877Xl/N4vMycwqnjXb+znT7LQPhNNOfx26TAqKzD6735iWiLSkrr6mpexxL0DXJtzTX4ZZ4FJkclFbrb6Zy7Hz3K1SU2Lj44OtNxmHYHT3HsWkhUUuGKX9fYOwgnfNq0ZduWTRvy8jINDc0Wb38sISmJ49L2rfUktzdQTqUxjl59n55TMWveEjs7eykpqbbLU8QkZi79Kzsj6fn9s4/vnKqvrVZS0/ScvFhWXrl6CLxLBDKAGQ+UWR28ppapFvuYPOiwQdFvsvWWeGSAyAkKIq0JKtYAACTbNKNw8VD/69pGw4ozYyGpUsFs8NkdkwGgjSQyTRDwOHUV2dyiKv5cGh6PfXlh+dhFWzycjPW1FAEwZZXUH3wpX2GxOEeuBqfm1Pxz6JhgVlIMBsvASDx9GTzF26Vfr2aLiE7S1Vbvg6vWvodBqorTVBXjEtMfPgt0crCUlf4yaYLHYYdbaPE/n7sbiiC8FhehF5fXkYh42Q6sCoj9mDbw1q4JMjAd28M3n2bMnDv/rys3Ds6sqKqNi0/CimlcOnNx25a/rj6O3ffHWCkJSnZBVWBEamkNV1FJNTkxzsZY2dygo9FBe8++RYiKN+8ca63A7r3/CG4GBb7789+79IYGIhHP4bAJWJ6eppyirKjBEEVxCklrsHx2QWVUYv7jgOQFi1euWDdUqH/WNn4PL05f+KeisjoAJMeF3Ty/t5FGU5PXfE1YUEdToxPBngCK3xFCIkMzG5lyGzNwp2O5CmmUaeHMRnpWUdlIO8usguo6OkJnMEeaq0Un5nWqKYMhStn5lU1BIhQy8co/czQHfdmUlxGPTsobZiIs2dWcN2HpKgoSnR175HCQY9eDU7IqsDgiYLATJk7ZsNNLqAwejx812utd0HMCIXSCx49KwvmjyS8sZTJZBroavW3ID8HSVM/EUDsoNBZBECeHoUJ9awUZ8dJKKl9HuwkqjXH2ToiOukJ5Vb2pvmrbCbgRhJebX2Jl/qNSdPUFBqZjw+MgJyfL02vSvA3XRaGKiVfCk4hkMvnAoSMpKSm/7flbQhRXW0ffunXbpfOn18y0NNIR/guPTy2yMFBt3nJMUv6/V0O8vCf7zJrd/GhrODm7ODm7NG1WVlYmJycXFhY8Dk2n0Wi1teFy8kq6egYnTv0uL99pcQF6Qz3fqwGAsaW9saU9AJhaRNqa/UsiUhuZMsl5kwmltjLczjb8lU55tYnXQauVEQ6EuKsigaJoCABQ/gkUvp3yfzQbct512cbOwcOyWPLxLNmPPCyHTNRz9fQhkUT+2rihEUcNj8ue6GYaW86xMGAxmOxZ667dPNTRzA/PA5OE1hs1eTUAmDrW8qpvZE5BJR6PI5MIbvb6BHwLcRwB4ek7TrxQkJPyPdmyKHNzEAS59zLhaWDa9Jlz126b0HbhufMWWg2zPXZg+4vgS8Ms9GePt6L84Gyc3UsdlRYdn9qUu2BAQsDj3Jysa6m0N4EfpCTF7W1Mm7rXhaU13q6mgoUzcsp833xcMctRXJQMADefRrPY3DYGnyJjkvpvuE0HGZiObcNi5yt+Ob/+9ntO4mv70UtGunyNdzA0NLx+8y6VSt21c8fzR9cOrPNoMQHVrzvuhN1dK7iHw0G2n/CnccjnLl5vUtPvGnJyck5OTt/TQhORIX5aul+TTbwH2H8ZdBSBOtE27agtlwrilBxz3dsVeueZPKxYmaVo9lQs48eKwp169lfB7UT+5y1btlhYWPz++++fP39et27dmDFj4qqTju+/YGdnl/ex9tqaEzExMWQyeceOHUOHDsWThbsX3Q5HLJ+p+IErUoFBCOTqoarURcDDiWCBRAIEQdJTk8Y6GkhJiv02x/HRq3hqfT2tgb57zUwAYHO4YbFZVibqYhRSG+2LUohtF5g30ba4vA4AWGzOiWtBNmYazcNJXO30bMzV+aFMtVT6m7D0qWO/mWBjsTgIwPoDz0QpRAUZ0dziujoax87B8drNnR2ccDI0NDx75b7/42ullXVLtvlOHmUwyd20/Wp9AC6C+AdETvQc2a/HUTuIlITYuNEO2blF9x8HWA814uuD4PE4wXFIv6BkagNj+cwvXg0AZnkPe/gq/mNaoZl+C0NQHC63rLzazrp/fN1dZoA4tiVbbp/YNrVpEuvEzfBtu/49c2i9zUgPQa/WhISEhKKifHZtyc3nsYkZ5bKS5H/WeW095nfkrwkAEBCejscTUjJLDLWVAeDG05in71KIJOKceYtHjx7Tg5fVPqFvfFesP9y0eRkgsAHenQDWMIBfAa5CfZnm+9hNAGAqwrFSfc4a9jcPR8cgZFKpDSXXG8uS6naTFk1aq+LApFKp8+fP19fX//fff8lk8pEjR6ZMmZKenu7rf3vnvzs3b96sTNGvqanZs2fPrl27mExm85V53QWHUsKWj+OI5QEArkGNXOyEa5QHALIUzIkAuf9PNLx580aEjHse+InvUYaZaopQGhWkCPwu15lbISOGaZ+5FTJptLmW2jdvBsHRn8uraINVpMUoJDa7/X5x0yDSHwtdI+Kz/70UMGm0udASNzEKOSWzZMuxlySyqISEZGLGy9VzRxSU1l71jamhMjA4UmFR0e+/r9XR1SsoKJhpbNy0Tr9TjJkw9/Gt/9RVlZIySvuLY3viF+zubNNf1mJ3C1oaqprqKvFJGTEJqa6Ow/gOPSm9qKSCWlhaq6up4OFkLFRl8miLM7dDWnRsoZEf7WwGvqLsAHFsVXWMNXuenPl7Mn+TzeHFhj2TkpZ39ZjRWpV1f/6VmZm5fesmGo1OoYgu3nI/r7Bkxd+POAg0NLLPnju3Z9d2EhGHwxN09QzvPXzaU5fSCTgsFgAIyWgxfwWcFRA2AwwG9gJAngAuHbiNkNiIh4IJRoUT9BiAEGl09efVNlswWBYPMIRafZHCUcSq7kkzKC0hp6oK27dv3717t7S09IcPHzZv3mxiYqKhoZGdne0zYeHOnTu9vLxiAj6vWbPm2rVrM2d280IFHpbDkUpnyXxCiDU8DIKnqxArLETyPFsrz+FwZkyfgsXwOFwslkAyGSLLYnEOrPeuqaVyOF++dzKJMFhF5o+FrjeeRKVllTY9SrhcJCG1cKbXsNIKamUNzdWucxPywy20hhoPvvIwsrlgUsynYmsT9cLSWklZOVsHh32XX3MRZNWfO5WUlCiUryE8urrfpeLtNf0Xvxdjju1Y8D2N9BjvQmLMjXU6mN5sIIHBYCxN9Qx1NQNDYyrLS45dCTDQVtFWlzcYoqSm3HJykhY7tEwmq55GV+ztfCY9wABxbKqKUp9zK3z+uEYkEihkIgkPmWkfV2060XYtbW1tAJ6lpeXO3fsA4MWLF87Ozk1Pjes3+3oGs5dPrljZuzffz7UFbgAQLgDhNiAjAMED4ROwGyGRCUAEBRxIs8TEPs8Q+zwDAHhYDkP5fYPW/TqTYwCAQ4j4akNymR2+whzb1YCRqqqqoqIiNzc3AKDT6fyJQ2lpaTqdPljF4PDhwwAQE/CZTCafOHFi+fLltra27bTYJjwckyORxZJK51JKAQCDEAh1uuTCUThGC4PMzXn69IkEBXdpr8/IWcc8nE3DYrMy8ysNtZWkpSQA4TKY7Iv3w4vKank8HhaLmTvRJiI+++bT6GEm6ln5FSmZJVPHWspJizUpI3cWIgHfTLEEAGDu+KEAkJReHJGQ88L3VgODy2SxFRQUGhsbBR3bd4LD4VkYiWcvQ6ZOcO3jg3vJqdniohQtjRZmvn8SyGTi2FF2wyzrgkLjJEQQoZGDjhAUFuc43PwHmNbnGCCObd8fnmv3+06bvczZ2bmkKPfKya2/bjxycwxUprdUGgvT7oKyFQDAzdv3m3Z7erb6Ut83SU2IXLfrAgDEFYPDJVAUg7p8IFUB8wiADLAXA8wFwmQAe8BggZgILAaksECKBC4CA2YYBC9S5CpS9CXeA8HTmcrBdPUXHMOzPAwXy8NhuGR8rT6p0pRYaYbhdOjxfefOnXnz5vE/Dx06NCUlRUNDIysrS09PryLxm5JOTk5Dhgy5ffu2jU1Hle8RYh1HrIArnsdPMcPDcLEcCp6qSS4bjqO3lYlRVheUBOaqsHgQVwEAePXyhaGOCgDg8biRVpobFn9dJGSor7Xpn5s+E5xrqPQ7z2O8XEwHq0gPt9DC43GFpTX6Q5SGW2hJSfyQ/GosFsdx1hFLC7OiwvxT26eoKkpFfsz7ddn8soqaBYt+KS4qqKwo19HVnzV7ThcWcn369OnG9StVleUY4GmpyY+wM/d7E+7p3reSXQiSV1haXFrh7tzF9AgDCTkZySnezmmfc+89DnCwMVVRbiHcLCWzREddQWhnHZXGA5CU+K74gP7CAHFshaU19Y2IjY0Ng0G/eGTTmh2nsFg8woXa3JbLP14AC0OB9KOktXqC2uoKsqgof0KIjQBCh3IAugRgMED0AYw1MHcBEIF9HwjjgOUI+GwABnAAaG2u2sZyKCIFY0QKvk4lcslVTMUPDKWIep3bgGVjgMcDDAYAy5DGNwzG0lTw9ZqEenXB6bobN248f/6c/3nWrFkzZszYvn27u7s7gUAAEJ6FOnjwoIHBN5HHPOAhpFoeqQYh1XBFyrgilTwcAzAI8LAAgGVJ4WmDCFVm5PyxGF4n+pTiKjDlztfNlJSU0hpRdQl1AgHv42E2b8NNPB7/KbOsaaUjAHi4DE//nB+RkL1qrrPLcL0H/nFP3tIcrbWtjAf/6P4NkYgXF6VQayoIRMrZO+E7V3vYmqnbmqlvPPw8Le6NvYW6mtXg6KSMJQt8FJUH791/sDXdnDu3bwS8fY0BHgaLV1fXLK8or60sVZIXmz9xmL7WVz+hqV4f9iHR3qYvzrTVUmlRsZ+meLu0X/SnQV9HQ1drcGhUYuzHNBfHYaLfin++i0hfOkM40jswNG6M63cNjfQjBohj238+6NyFqxQK5Z9NC+eu2Coh0c4YVHky3JsKs1+1PBLdLxCU0WLkAXIUWKKAHQ6IJbCGA6EYCOOAfRlAHtj3gTAZ2NMBdxW4NKgGSCWBAbOjJ8IxZCl5HpAnLMvCkcxkS+RwxXIb5ZJopCrA03mAAQCWzG8RERFNxUxMTOLj46lUKn9xHlekEkARAObN9RlkLAsAMjIyZWVlAHDx9ct6wwJ+LSxLEsuUxjXKEWqMyEWKGG73i/b+s/dvApF04dI1BQWlLUeeGZoNl8v/tGjKN30CPBGPxQABCwCAx2FneFpxuEh4XNaZ2yE8HpCIeCaLM2WMhYLsD5n1eXNlJQBsOPTUPzhZXUVm0VRbANi/9mswlK6G4iyvoU8Ckvbs/nvrtr9bbOSJ74Pbh2cDAIIgcZ8KSUQpEz2n5sUM9TSDw+PTMvP0tdtfZteTNDKY/m/D+/ty8h8BFod1HG5Ob2SERCTgcDgnB0s8DgcAL99/MtRWJhK+WUlSUlYpIyVOJvWndR3fQz92bAwW5+6LeC6ChMblmphbkXFiuxasVSFOTTtuxM/BXl/cVvX8ELjjBdJaX/dgieD8NxC6P5nfD6G0KMfQfPjevVBaCmVlgOECrxIwrwAXAdwlwFYBkAbCDEB2A3c4cM4AaTUwDQD3EXJZIEkEXYDvlMLF12nj61pYK0NsplROJBKblpzjGr98wDKE5dhF8seKp3yfTR2GSqVieBwSSRIArG1sKquqjIyMSWzh9NkAYGdt5hcU27SJx2Edh+k06WYxmOzj1wIdhmrbWWo1r9strJrjuH6RaxsyleNdTR79da+1o9IychXVNHkZMSwWa2XSluKto53FU/8QGSkJBbm+ElzA4XKfvAz2Hus4MHSzfgQUEfJoF9vi0spHz4Iq6rhYAtlMf1DzX2NIxMfJ/VxUs1P0159L3KeCAxffm5oNJRBwl64dBIBb/51oyFAujvRs0519hcOAjBfCO6s/w4wn3WzqjyA7I0lGQQkArl+HtLSv+xEWYKqAcB7YKwBEgO0AxL+B6w88XcDYAKEIOJkALKjiQg4etH9MgP2j2YBvpX9VY71NMm4tliMJ8P8BTQF6LBEBjUZ7+PChhCheS1cfQZAxYz3HjPWMiYlJoLcgPjbc2vjOk6CI+OwmTSNByCTCmvmuYbFZR6+8WzFrpNBrcgdhMNsShhESGp217toEVxOhlW16GjJhYWH29l8myR49vF9eXrps+W8AwOZw6I0dFVUb5+7w8Nk7T3f7Zhl5egEej/f0ZYibk3VfMKaPo6IkN22C65ELL6UINM1BwlMsaZl5+jqDW0xJMVDpl46tuLLh7MPEC5dvNC2Ujgl9VVGRK//58HfqlucEQMhuGLHl+238sfg9vDh1/u8A0Py3yuMBUIF0E5izATAAskC4A+wZwNgBhDHA8wDMQyhiQDIBtH5M1qLG1nNL1VXWYUt52O/Trvx+Nqxfl5ubo6ooFf0hdPrU9woKisdOnDp/7vSfc634BYI+ZLDY3KKyWiaLIy1BIZEIHHarQ7dEAs7ZVjczrwKgK1lpAMB1uP7RK+/mTrCR+VblD0EQDgchfisxykXgzN0IbQ15CwEFOKMhCimfPjU5trt3bldXV5mYmNs7jNDT1TtyNXiyu8kIqy8rwV8EpcQkF/4+31FCTNhhYLEYrzEjnr4MmeLljMX18nPwZUDkMAvDJr1ElHZZOc/tyOV3yalZ8YkZLg5DyWQiACAILzHp87SJo3rbuh6lX/pwFbUhZ89fbvJq+dkpb17cmjPn4Pe3zGqA6FOQE/D9Lf1YBGW0msNmAaYEyM8AAFjaAF+03YFzFEg1wJMEHkAhAiFtSWQMWAoKCnKys2Z7Dc0rqtTTkGU0MkQJzLmzfUYNU9FWlweAwtLanMIqbXX56R5Dl/mMcLPXn+zllPG51UzHfByshryL6KJ4v5GO8tLpDtefRCWlfzMWunKn7+wNd9Kyy/ib/MzsK3zsSASsic43aRYsjdSCg14dO/ovf/Pi5WvLV65SVFICgHXr/1q2ektoKmveX/e2Hnv5z/mAV1EloycuXLrtfnZBZXNjyCSik73FizdhXbuW7iIoNHaIuoqaqnBoH0obEAl4JxtdaRnFkcPNA4KjA0PjEIQX+uGjzTDhFdwDnv7XY2PWQelHOPP/6C0ES80YvFM7/8zdF1hWQze0Ty2BJ4uALAEAkFkNb2jAUYWqKlBQgLJqYLFArVlIOZcLJ0+C8w8bweYy4YwF4P7/XVVL+DHIJl6iUDAYylt4NAEAMOhATAcYCSABGFnAvAfeSODpAxgDQQrYvlDZCOU4qMSAXBe7Gf0GigJouQAWBwpmAABbN2+Y6GY63cP8zO1gDpdnZqCamV8lIUriItwpqy6Li5Iu7fWhN7KaFgnJSInaWOgFBX9o+ywGQ5Revv80xtGwi0aKEFfPc771LLqhkdWkYMviwKUrNxYvmLNthSu1gXnocggey5vgauR3fplQdTVl6ev/+Nx+Hjdn1owjx07KyclNmjS56ai+vv5fm7YCQHx8fHFx8QZPTwA4efriyuWL7/7bguSpgryMvq5GaORHB9vekaj4EPtJUkJMT6dvhbH0fXxfJ0Ql5q2Y5SgqKuLpbp9XUHLn4Wsmh/OTrF0TpP85NoQLbDqUJQMAIIBUua6QCt1WVSPVXe1jAOryoA4AAMQBpAiQngZlCJR9eW+G2ooWav36KwQFQecVjDsEwgUWDahfAgahcuQT6ZDD+QCJaW3V4jQCMRxYY4ClBqSHwBwJAMDcB4QxAGaAi4UsFgwigVyHwyP7KQQSjL8E+P8vNhMTE/MLyYhILJGTkRrnZJiYXqisZXH79p3CMipFBL9/7TgMBiMmSqLSGIIjdUqKsqnpOQZ6bYmmD1KSPnsnZJK7hbxMF5cKzfQa9uh1wq1n0dM9huJwWBtT1TW/LRUXF738KKqksv7Y8f8UFRW3bN4YscfX2nTwLK+hQtV9xlnamKr9tuKXqzduE4ktxL9ZWFhYWHyZnJOTkyOTRVgsDrGlbEo6WmpV1XXJKVnGhl3JjPo9fPyUyUUQC1O9Hj5vf+fl+08KsuJLZzgMUpLi71FXU/74KWuQuOij50HODkN/KsWW/ufYBKl1WCOWNo9Q08XX5I7gxAYaAUgYqOBCy5nbAQAgJQWmToWAAMB9Z6xhu2BZgEGoLDFuewOJCAKYHAAAEAVoGkjDAucUEH8FkAFGGVR+h+R/P+XkqXMA8Nj30esX92QkRR69TrIaJvLr7JEGQxRMdFX4q8E0B8kWldVKiH3tm4/3GHntrl/bjm3KGIuGRuatZ9G/NFtC1C4xSfl/Hng8zWPoch/7vKLqw5ferprrvHSa7dJpXwokpRf/s2t9TV0jkUii1tfffh7jaKXVXE5Ja7D8r7NsZ0yf/Mj3WdtnTEpKUpIhtejV+NhaGT9/HSYnJ6WkIBy/+uNIy8yrqq51GWHVY2ccGLyLSOdwESFB7dLyKglxiqO9BYvFDgyNxWAwzg5DCYT+/czvIL1wkSdOnBAREVm8eDGDwRDUfU9JSTl79qydnd1///137tw5fX19T09PZ2fndevWnT59uri4eNeuXYLt1Jkcw9caiBS5/VBrsQAebCjCQgkJyriABcAAYDGAxwKPB1gMELHAQwAHAJFwYzQoCjhZLB4ctwFZ6uuewG3ArO20DVwOIP+Pm6s3uCJS4F6Kg6oOpFjDNMU9CnTLeNqAsQNEFgjPgMmAOixIdlOi7b4JjwccxtceGwCs/m0FBU+vqWvYdPT1f6fPrVyx3GTwML5i7P2XcfUNjFpq4+zx3yRbl5IQozc0IgjS2jpoAMBiMSJkIpfblbupMUiGwWDpacoDgLqqzOJpDsevBa2e50z6v+Mx0VM5vnliR5qyt9RMzS7ft2fXX5u3AsBfG9ZVVJSSSJQxY8d5eXsDQHDw+5d+zzM/f147X1igUghPN7t7jwM83OzExXoiwWx2blFefuloF1RepH2oNIZ/cEoNtQEAMBiMlpqcl4uw1mtweAI/xJ9IJIx2sa2uoT71D9EYrDywU4zy6WnHFhsbu3fv3t9++w0AhHTfb968uXPnzs2bN9vY2ISGhg4ePPjz58+NjY3r1q17//59k0QTn0b1FwilRPrD/h6wGQ+gjoB6B4bscgMg99vAk/JkmCWwDPzjNajrWOpKXxwQBTp/OAAdLNDxIK0Ynhd2qRwHNR2ILeQ1OTY8QBl/YTQAAHMbEEcDGEBmPOCx4I30zyCijkEtgl+Gw9U0AIC8vLysrCw8Qisopc2Zv8x99Oi5s6fLS5FP3Qx2sdHmIgiDyZ7pNSwtu6z5cKKhvlZoxEdHe4sWzvF/8DjsICXpoA8ZTjad0CaO+5T/LjKLQhFx+P/yIxlJysIpw8/cDlk9ryszt4un2Jy5E7504SwsFmtnPmjfrxMYLM6xq/4P79/CYnjag6WXeJlpDW7ff2AwmPFjHX1fBE0d7/KjV5LlF5amZOSO68OyXn0HDhc5cztk/iTbNpQB4pMyjPQ1BUP8ZaQlJns55+aX3PV9a21pqKmu0lrdAUCPOraGhoY///xzy5YtdXV1ACCk+7548WK+7juPx7t7966KisqECRNCQ0NpNFp0dPTFixeb2uERaA1aD+QCL/ek8V0jLxjebgC3A182MVgAAAQglATlCGAABmFhGFPYr3AAeDiIFnBdBIAcADy+wpojFsHE0jp4eg5ABYA8IGIAqV8dGwCAF/DigZsKhTQII8CI70ix3dfhQUIW7NoFIuR9qUkxOYVVstKSixYvHTPWc/WqlcMMFedMsPb65QyDxX72LmneRFsyidBiLvUxo4YfO32nbccGAN6upoGRGdd8P8yd2KGeB43OWn/gCZXW6OVqKTgwiMVgmKyurzRcNsNOcJNMxG9Y0hVJKjKZ6O5i8/xV2ATPkV02pl2KSipiElInejr9uFMMJB74x00YZdqGV2OzOdm5RZO9Wngr0hisrK6mFB6VlJiS6eIwVFy8nwhSdJIedWyrV6+eO3cujUarra1tbGwU0n03Njbm6743NDSsXbtWQkJi/PjxRCLxypUrKioqoqJfvwAMlyQTcrjV0/QlOEyIvwSDbMFgEgCAXwVUkoCFQDUCxWwAgFoCVBDAlQ2CSroNAMi3i5fZAGUAIw1Px2bM6qhXA2AzAPcZuPLAFgV8OnCcvh5irQDiWAArqI+AYg7k4UH9RyVE632wWDh1iqWnE6WsiOzff8Da2hoAMjIy0tLSY+mNK2c57ljlVV5Vj8VingclH7/2frCKnLXpYM+RBvwFAHyIeDwWg2EwGGRyO+uFnW11z90N5XIRXAeWgolRiE/P/lJWWS+YaxsAqmobpMS/kVcuKqvdctQ/O79s/mTbOd7D8Pge6mbLSkuaGA4JDI1zdrD8Ee0Xl1ZGxX6a6OmEimZ1hPziai6Xp6vZVga+gJAYZwfh2KImMBiMvY0pk8V+HxaH8HijHK0GnrBLjw5BqaqqhoeH+/r6BgYGpqWl8XXfeTweX/e9qZioqKisrOzz588dHBxGjx69e/fuUaO+XV2IELCcnhj07xYaq8B/DezSgBHSEE2AOCYks794NQAoYEMSG+KlwXQWGEyHtzjwxcFbHJSxATCAEQGsCOBEAEcEAJASz8kvHd7xU/N4gKMCAIAY4ISGQLGAcQSeNrApkMqB2ObixAMIHg8I+P+qa9kfPx3dOMo6bD8AwPmzp/7bNtn/4koiET/aQc/CUA0Apo6xmOVtraYsnZheMmfdlcm/XRRsx87a7PnriBZPIYSZ/qC4lIL2ywEAAIVMFPJqAKCjocDhctmcr1/L2v1P84srvV1Nz90JcZ5zLCO3DHqKIZqDKCKkxE+fu73lkrLKDzHJE36OjNjdgrKCZGVNWy+35ZU1RAJeRlqijTIAQCIS3J1tLEz0fF+8T07J6lYbe58eddR///03ANy/fz8zM9PCwgKPx3+r+/4VV1fXmJgYIpE4fPjwxsZGV1fXnrSz26EWQAARolkCMRwEAAoADoANTA7EqcDEGwAAr3fB5UOA8AAwAPLA8wKeJAAA7gWolCbRGjqXjIooAkz+yBke4P+iLNJngVQAjVZQtxkIowCcgPgSCpgQQgSn3tYE+UGMRCBELOlzzh4aTVOECLQyAICGBtodv/j4lMKHJxYCAIeLsFgc+HYQr2lxNJ/h1sYHj1/vyBk1B8mGxmYNM/mulVgOVtoR8TmOw7QjE3J3nfIvr6zd+8d4NweDtQt7QfTPZqjRy7fhMtKSg1S6bdF0SVllZHRf9GqHLgaumTeyx/rEnYKAxxHwbcVeB4XETuqwLKSivPTU8a5tJ8Hpj/RCD3Tq1Kn8D0K674Js376d/wGPx/Mn5Po7XAx8E31CBOwiIOQCRxy4ymD9/1CDC1uBZQq3zgAXA4ABKAIoADwDsPJgoncxJvZ3sigwOr4Onfj/eTU8APX/+0qgZDdobYC68YDsBsIB4JKhphEqMJBJBO2B6NtkuCBf68pgmRQDcP4ftDhx0tR79+7R6Kzf9z2ZO94yNjl/0mjh+TN9LeEBHxEKuaKiRr69HMQsNhf73Q9rLTW5Sw/Cy6vqp4yx2L/We+nWW9KSnZsRue+fQG9kKcmLj3YwaL90e4xxHf7g6bsxLrbdMjFTVFIRFfupr3m1289j9bUUHr2O+2PBD5xT7DJRiblJ6cUyUq2OV0XHpZgZ6+A7uepIX0dDZ8jgkPD4uKQMlxFDm4tz8ni8v/76Kzg4eM6cOcuXL28toB2Lxa5du1ZGRgYAMBhMTEwM7oevf2qZXn4lEdR9/3nAYIEgA+QSEN0B5NGAr4A8WvGiBbN/WbIgKSnx0niQfwmkAyA5HGT0QdwbOM+BfQBEaPVV49VBF0gdG4XFYIDX9PvEA8L48pEFgPBgxkggvAeuLSAY4NgDjgifmJAIba3V69fYlc6ywGIdCaCHA4IIAICpmTmLXqM/RCkiLqOymjZYRSY9u/3BPY9R9k/9Q9otNkhJKreoSnAgsQuIUUhTxljisBgAMNFTCbn1h6A8/+M3Hx1nHt353+s2Wrjrn4yI68Vm8RZsurPv7NtFm78rKTwGg5ngMfLl2wgO53vnYwuKyqLjU/uaVwOAkNicVbsfYDAYDqfPLYK55xdLb2TN8h42w7PldX70RkZRSUXXFFtwWKyTw9CRdhZvgqLCPiQiyDeKRFevXq2qqnr58mV4eDidTm8KaF+9ejUA8APaQ0JCOBzO3LlzExISEhIS4uPje8urQa87tp8HLQS0/j/aShaBO1eg4ApkmsBr008btXb7erMLi8rkJTD79/6NB4gDkA6AwvVQtRN+UwDx66BT9aJktCnhAzA8AUyASAEC8f8KyDgAAmDwgMUBTgRAAkAaQB54BsCa9eWMxE/A/n8aLx4OOAjsHAMyDwAQYP8NRAIAEQCgkgNlA/cX4WYN98rgWgk47QQAuHXz2tzxQ49tmnD4rymyMuLuDgZFZbWZeS3pygigpaFSWV3bkdP5jBt26mZwWOx3zV7ISYt+zqsoKKn59LkEh/vqA54FJh84/0ZrsOKU0W2lBuVxWffv3rGxHa5naPE6LE1FoZ15l3YhEPDurra+L97zeF2XYsvJK/6Y/Hn82BF9zasBwKntU9YvduNwOIVltb1tyzcgCK+yhuZko0smEVor8yYoapSTdWtHO4K4GGX8WEctTdUHT999Sstu2h8aGlpXVzdv3rzx48dTKJQPHz74+Pg0D2gHgIiIiEOHDh06dOju3e96i/pOBlowTJ9Fmw2fCAAAJBHgaICKLsgQYfNf6wMC349zMbtz9SoRD+VV9Vqq0sHvgxxHOpWs/lJxzxgIPwIScY9f7zrMdQLCCmCOBDAHqABgAzQCiAGIA68G8AjgDaCxmZwTMRcwBgBfBoABVwV4LGAxsGserL0O9fOAwwFwBNwbqGdDDQk0BqjIFgYLZIERxIT4+IQY5q5TrxrojU/PLgOAmV7Dzt8LFYyEbBElRdmUtBxD/bZUSABAUU589Tzn648/yMmIVdbQa+sZniM7PR5IJOB/nT3yVUgKiYjPzKsYP+qLG/NyNvZybl/Z9tT2KaIU8uajVzPzKiREiVuXd4OagZSE2DALw4DgmFEjh3WhekZmflZe0bjR7awN70VehqQTiYTmqQ96l9yiKlXFtgbAc/KKlRRkxURF2ijTQZQVZKdNcI1LTEe4X4YciouLDQ0Nly1bNnXqVGdn59YC2m/fvi0tLa2trQ0AvTsUN3Dfz/seRhjQwgNgAFygqqI8LCwsOjZu8VS7WV5Dk5I+YnGkhVNst690v3ThrFDFVytY0vU8yhEJRA3YD4DwEXBEABMASwB7ADMALYChgLMFJn9lCxPw+UAqAFI+EMMBow3MPV+aEr8Nq7wAiwEAWDIMVDMA6gCzHnhEwIlCA0DtQNdEbsLU3ILOYM2bZBN4Y7WyvCQA5JdU8z+0jfeYEW+Cozp4lkmjzbcceXH0WugV3+hDFwPvvIiprutcbiWKCHGiu7mHk3FecacT1iE8HgBybNOEF2eXGGireC8/hyCtjrA9ep3A6tjKOY3ByrLSEjEJqZ21JzEls6CkfKxrJyJ7e5jMvIrEtHwykSAn3UXBzx/EPb9YN/tWFUM4XG5UXIq1ZXeKC1qa6mH/P5aoqqpqa2urra2tqqpaU1PTWkA7AOjr60+YMGHChAkODr357oL22HoObRbgVOGzDmBkMh6fP5mdligpLjJ6hKGyvKSNsdLjtx+TPxfbmqlTSJja2lopKammiq+eXpk/dfQaU9iYBOThwH0GkX9CbTxgASiDgFgHrEagAXCYwMMADgGsOHB8gMMXk7QBEHjPk02CbXu/bp5fAh53oX4pYLcD1xggHGg/h2Pbt2cnNJZcPziLLLAmOjAyY5pHq6t/mpCWkmikM9qW1+JwEGoD46/DL5gI3nW0l4yM7LBhw7Kzs4uKin7Z/uj09gldeG7qqCtcehA+ZLC8haFaR/oTU1ddwRFIAMiOlaP0tRT3rx03f+PNAxcCNy5tIca4qqbh3L2oV6Gfz+6c2vxocyxM9V4HfsjNL9EYrNxB+6PjUlhsjmvf1oHcfsLf2VZv12qP3jZEGBkpUYpIC8LWfALexziPGPrjhnbXrFmzcuXKy5cva2hoaGtrz5o1q7WA9kuXLr1+/WXe982bN5KSvZNOD3VsPcoEV8gyPRgZ+i6ppHrv2vH/Xg66+zJh3UJnTyfD/JLa+RNsAMDbWW/b1s3HT/zXVOtTQvj6XZewWPDnP0MIwDkKIwAiAcYD3AMAgKMA2wGohcAlAbe1sbQ8MP82C7SDBpCLoR6AoAdMKpDioJoB2STQGqCjkXw4HE5S4sdbh3yE9tMbWaKtPzsEaUNeKywu59/L77B4UiOdfujf4/r6+gBw5swZTU1NTU1NAFBVVbn44FEXdEDGjjSqrqOXVtSdvhW8ep5zG3MtAPAsMHmIrsH+fw7ev3/vxA3f/7ZNBoDDGyYcvBTY5JIFfbOstKiupkJadmllDa01p5uRW97QyGpKcOrmZP3oeZCUlLiURPtOOjgigSJCsrdpa0aw17nqG5OTX773d8/eNqQFhKI5BCkpqyQQcApy7UTqfg9GRkZBQUF1dXV8R9VaQLuPj4+Pj/CfVa+AOrae5vff1/6a+dlYR0VeWuzOkfliFCIA6GspHvu/xC2BQCSTv0j3v3r18uHdG0ZDpIU6B3iARwCC8chrACIAHgyCFkeaSHFAegOcZNj2j/AhCg8AgO0F+BuAYCEHASkeaAzoQeqbN66LUzA0Oot/8/lU1TZ0PN2Mh8vwY+futujYktKLHUa6//7774I7586d2/TZ1XXUjavnu2Q4yEhSZCQpkuIifu8/8QDHZjOlxEXHOLYwdeflbPw6zPeXRbOVZEWObfry05q59qqSosLy3S+ZTCYA4PE4JqNx8y/O/FUNh/4cF/kxp42u5MGL7+kM9tV9M/gLvDAYjPdYxwdP300e50QktupleTzeq8AP6oOUDHQ1unbVPUNadtnD14nmRprqqjK9bUsLaKvLRyflNV8ZiSC892Fx08b3RIJswe5XHw9oRx1bT4PFYo8eO7l181/3gkpqqj81NjbW1lav8LF3Ha4DAI/fJoXH5450n8IvfOv6ZSXRBhlV+8iIiAvnz/AQtobmkK3bdwGAMsBhJsRnAJgAACyYN0sUByaDZtRyvTBk4DUCRQS4dCCKAIkEg2TgyFJQFANKs+cPf0US4gqEE8AiAACUI/CJCCYDcUEbHzaHXVpJK62gaqt//csMj8u2FerPtg6eiIdW5LXM9FUeBOYI7aRQvlmiYefgtPX4q12rRnfedgAAZXnJqpqGvJK6oA8ZIiRCi44NAE5sEc4GsGuN59FrYVIy8lVVFRJiFCaDPcrdY9fp5zcPzgQAIhHvOEynjfPamA1+H1e85ajf/nVfQmwJeJynm92Tl8FTvF1aHAfjIsgTv+ChZnrqah0dsewtdp0OUFJWWje/KxExPcAoO/1zd0ObO7b3YXEjhltgOyDe9lOBOrZegEgk/nPwq9YlgiA+0ydzuJzRDgZvwzNkVbQ9x3kBQFFRkZQ4kYipyyuoePv26MVdk/F47OKtD9esWlFVVbFs+SovhxG2ShUIIovFYok47tm/p8z769rVG16dMsbBCNI+AmIGQAAeEQCgiAPlHRqQ65fEx8eHBr56cmqx0P6cwsrmiT8AYOXOh8ryEpt+cRXqNNvbmDx/HTGlmcTDFd8oMyun1s7+6pX/v4cPzp+/MC2rtPnRgpKaz3kVLra6V32j6QzOcp+WgyyYLA6RiNu9xiMi3vDYteD41CILgw5J0libql/br3bg/OuDB2fzBZfX7n+CJYi8i8xwsW0/HcHiKTYAkaPtvwkWkBAXtbUyeR0Y1TzdDJPJeuwX7OJoJS8r1RHzepHsgko8gYxDGrUG913pjeZLLMora9gcjupAkQvpRlDH1vtgsdjtf+/566+NLDZXXIxkZmZ+6MD+Dx8ilZSVJjlpZ2dhX8cnKMhQ+OM/oiK4ysrKK3umLv37TFl52b3b12TlVWRkZNRVpAGATMAyGAwajXb+3GnHkc729u0HJm10g7tXoM4MAA8gB9BzAoS9Q2xsrIttC1mhzQ3UElILhXT9/YJTYxKzNDU1H79JmjTaTPCQrZVJi/JapZX1Z1eubO3sHDZbXk42Pi6Gi3CFwk84HGTptnuKioqvQ9PK6jD5ebmiIriRw7Sbj4wFfshQU5IGgOEWGsMtNNq/5m9JziwfvfC/X+c4qypK4LC8EQ4jzt55YaStpCjX/iq3xVNsm+9UU1WorqVGx6cOs/jad6yj0vzeRniNduiWAPQfx4nrwWQiLiAqb868Rakxfr1tTqu8DU8zGKIkuIfH470LiZk6vn/LDf4gUMfWo3C47Pv3H0+cOLFJTptKpS5bukBZVtRrpI7rcN3oxIL379+L4xvGOOhW1jZ8SkmdOt7V0LhOY9CXp5uPh9maPQ/weKyMGD4qxO/Ov3MfvvqoJC9mb2kJAN4uxsuXLmig1ddQGygUSkccm7QIYJgAADw8gAZg0oDHhQGcxCY35/N050EAwGJx6huYstJf1KGy8ivcm+lOaahIu48w+Zheeu/VRyHHBgAiFHJZRbWi/FfHs+Lvh6PHtBV64DnOKyMjTYxXemD1QqFDeDxWQVZy419bYmNjP167LCYqcvNpjLK8VHPHNspO721Y2snrQUQiXlFWQk1ZSk9LqSNhL9PXXJGVFj+43nvzkZf336SWlZZisDicaNaGzX+vP3zQylB+5SyHNkI9Bdl37l1KdqWkKOH45vFYLNbMSDsgJCY7t0hLQxUAikoqwj4kTvFy7uP5mukMVi214U1Y+rnzF7KyskTJbcXj9DxsDrekvC4tuyw1q9RMX1VooPh9eLyDtSmuY9/Xz0af/tkNPD4kB3DEfd/6+7LY3AY6S1RU1Gv8JAKeqCArKkImUsjEQUqSKWHp947O4z9f/jl2TVFeRvDRqSAjJipCAoBDG74MOU4WeOB6OhmMdtDzWXfj/gNfwQUDbUDGA4bvx0QARAFHBE4jsPqcIkS3McptzPO3d/NLag6cf2trofXPOq/84pqnAR+tTNRVFaWEChtqK+1aPXb36TcJqQXeyy+Z6ivvXj226ajHKPtnr0IXz/Zu2lNdQ83KymzbgJRPyed3tDxcfGj9uC0HdlRUN7jb6/2+oFUdWyIB7+FkDAA8Hq+ssj6/pPqhf3xdfeOMcVZtx7/8OnvEw9dJM36/7DJcPyoxf/fefW9ev/J7+WrBwiVXb9y+c/vWrD9vzfay8HQyavsSAGDqaJM/Dz4vr2RtPea/53cPAHAdYfXUP0RKUrykrDKvsGzq+JZn3foUdfWNQVGZjQymuLh4akqygYpUb1v0hbTs0oDwdAIep6Ysraup0PyVq6y8msViD1JtK3nNzwzq2HoUQpZJgYiypFG5pCju2F9eWCz2xpMQPA55HZbGnxaeMsZ8yhhzvleLjEkaoqkm1ILWYPknZ5a2cQo8HisjKXrq5NFNW3Z0xCQyHihsqAHAiAOwoc8/i74LGo3m5OR87OiRp28TzAw19v3hCQA3n0b9sdCVRGz1b2HLcjcanTV64UkW6xthey0NlftPagX33Dg0b8GW+23bgMW2eovlZcTO/j2ljbqHLgUaaMq72uuTifhPn0uMdJSV5CWU5CWsTTXojazHbz/yeDDLu9XwhxFWQ0ZYDUnLLlu95xGLzZGXV9jx965GOp2v/TjDZ+akyVOOHzviu81XW01yY5sLErTV5X1PLgiJyTp8KbBpp4eb3fGzd4eZG3qM6rtLsAVRlpcMuPpbRm7Z1s0bFixa+vjOeU+n9vVceoC7L2LXzHeRFG95FBdBeAHB0dMndYOOzEAFdWw9CommOjTz8Lg/gTUkYeXufVqqEn8uGrnMx75pukVG8mv4XGhk4oqFk5s3IkZpZ3Huic3jV+x50XGrRPlPWvGvGQAGKu7ubo4jHBRlKOd3LmuKa7cx08jIKTPRayv+QoxCfHPlVwpZeLhPSUFOUF4Lj8eKtJeG9HtUFksraWHxhc9C84HHzckr2rZytL2lJgC4zT95bMvkmV7Dzt8NazfBqb6W4quLy6vr6Cu2rL92455gHBORSFz35wYA+GXJgozcMl2NdjoEfE/J/8xFkBevw0Y5Dkv5nIsgvDb8d19DV0ORgMdcOPvf2b+F40h7i6ljLZ8GJDYy2bO8rZsPMr8LiXEeMRQdhGwD9Nb0NPRKuP87EDjm12/etXOdsuWoPwA0n9jgsDgAQGnPh7XIws139A1NOy7Bzu+l8SgA/Fw5AANSfoTKriDg8YmJSWVVVMHVWo7WOuHx2W1U5NPcqwHAeE/HtyHRTZsV1TQRUfG22+Gyu776/dB6Ly8nXVpDw6DBWrIyUluOPH/4KpHF4nC4vPfRWQCgoyGfntOh+J+oj3m5+SX37t6Nj4+Pi4sLCgpKSUlpOrp3/6Hj18M6bhitofHe4wA7a1NTY52R9pav3nUoHWvfgU5vpDU0JKYVtiE59kNBEN6zd0mnbwVfehB+7m5oaGxWLbXRWEflzK1goZIFRWUEAl5Zse+uIesLoD22XiCvAGaOgehiyMnO1BzU8mrQl0GRVpZdzKHl42lx72Xoq1eGnp4d0lBoRAAAMJ8BMMDjAgB8R6ei7yJBkNcdop2dnbPSx0lwPx6H7fJskJSEGKOR2dThLiyrZTHbibz5zhVHCyfbjHcxTkgtNFA2yMxXOHE98NbzGBIRz0MAAEz1B70NSzXUbn/R2BhHAztLTd83ib633ouQiWQitraemVtUY2s3cvnK3+7fu+No1Y7KcxOFxeXhHxJH2A0FDD4+pSCnsFqSQomMSba16hPDeh1h9yr3+RtvbDv+esevbrbmXy88OCZ7kIL4D1oDwOPxbj+PodIYGAxgMJiR1jqCC04QhPc2PG2wyjfPBzaHGxaVOH1CTyzH7tegjq0XEOcBiwpLlsCyZZa7dj55/Drebqj2nm+FfD6lZq//bXbX2vd0Mrrq++Hq5fPycrLWNi3EZwtB5z/VGwCygcNop3C/5vyFy4vmz/Rspov/PcOD+roawZEJTnaWAGBhMMhII/fgP/v+3PBXi4VjYmKU5NrXNykqq5299qqOptK5XdObH5WVFh1hNcR7+TkSiXRu94zFm27dPbaQL98sI0mpre9oTj0JMfK8iV+znNDorEYG69StsIcP7icnJe79bUSLtTJyy/aeDcLhsAfWeshKi8Z+TKusqps6wdV72bmyilqyCFlRUbGivGznCsfPWfk6Qwa32EhfQ11V5uD6CZefp/93O1LQsR26GDDdw+IHObbwuGzNQbLDLVqWBcBiMc1jRvzfhrs72fT9qJxeBx2K7AXEAAgAT57Ax482ImTSw/+WCHm1WiqNQiF3MPC6Re4dW3jjnxl7dv8tOL7UGkjTn0nxl/8HXoeNg2uIqr6VlJQkL0VqfpTH67pv83AZHhP3Vef+19kO5YVpZ06fbLFwZES4rZlwQFBzVBWlzu+ZyWKzZ/x+pWkngiB0xhc9GCIRr64qA1j83/+9/efPCU1JCRoZbHLr6lZtEByd5b3s3PwN1wPCU+7cuZ2VnfsuIr3FkjtPBR4/dXHNui0bDj/zexOOx+NHu9hgMJhnZ3+JerTh2JbJk1111i8Z5WhnkZKRW15Z0wVjegU6gy0rK2NgaHbzWWzTztq6BmmJH7IOL7+4+sPH3Na8WoukZuQqK8nJSH9vUr2fAdSx9ShyBmAwCUwngb4BuLjAS7+g4pJK71/OlFTUCRZ74vd+1IjvlfbB47HqKjIMRjtdsFVPgKMNAAAIABcAgAAgNoA8G0Ue9McD3i4mh+h3986NueMtm5dRkBWvqKZ1rX08EQ8AdPrX+3xwvVdUZMsTVJmZ6Upy7UzCAcCb0NTC0tpTO6blFJQHR3+O/Ji3eo/v6EWnDl38GoKYnl1GrauVliBjBF6AyqvqFWTbb785HC6XSCRyebB8ltNvM4ed2j5pgpvwuj0AQBCERKa8C3i7d+dmax3KUDN9MyNtwQIWBoNmeA71GGkEAF7uDu+Co+mN/WMQwC84beq0mRwup2n+lUZnSEpKpmSVd+NZ+FrGDCb7nl/cr3NGtlu+iXoaPS0j18q8i9MTPxvoUGSPojoMJlyFGdMmLz283NV11IULnyND1M7tnCLUOSstq2o3j2W7ZORWlFQ1Wlq28BwX5HEsUHcCAAD7i2PDAogOoBceAhkm3wa8yEiAkb8sWWCoPQwAGCyOYMIaLAbzPdOKDsPN/QIipnh9WXkWn1qooKjSYsn62ipLo1YXqPHhcJBj14Mrqqh3ji60tdDZ+d8rRTmJ7PxyETKxqqahqdiYkSZhMZ9zC6vO3IsvKq2bPNoUANJzynQ1FYSuriPwJbWcrLXbHifAYrH66hIpUU8njVTzHutAarN3iMVhvcc6PvMPnert0vfFDH+bbb9251YOwvtjxlQanVVVQ7v6OHrkSKek+PA7L2InuZkRifiUzJLNR/x8/1vUtVNk5JQ9e5fEzz4zb5ItscOr13k83su3Ed5jWx4cRmlOX/+1DTxqa2tJeOTO9fOL5k1nV6df2D1N6FGSnVssJyPVDSeiNoqLtz+dw+OfvBEAAeAAAKjiYaBKRfJ4PARBHr3+uGTLHcH9VbUNTRIkXcB2qFFOTmHT5lXf2N9W/9G82OlTJxws259zyi6sYLPYWCymqoZGIeNtzbUaWRgREREZaamY5Nxrj6M5HAQANi5xkRCnqA4aLCktU1hWy6+bX1ydlVfpMvvYm7CWBxLbwMVWt93Rbx6PN1RXzNFSbep457a9Gh+KCNnV0covoB8ESaoqSp3YMoFKpS3d/mTl7uc7z4bVMCjr/vyzvhG59ODDq7C0nMKqZdvuyn5HAtJ3kRmr57ssn+m4fKZjx1NJAEBIRIK1pSGZNFD/Lrsf1LH1KAgXGhsbWRyMtITIX0uclvvYNS/j9zZs3JhuSD6Lx2HZrPYjy78kfw8HRAyADYY4cMCA5QDNx+bpNWH0ojMHL7yZ8q0+FofLxX9fl4Ivr8X/3Mjiqqq2sCouJipywSTr5vub8A9OO3UzNDqp8MX5FQqykusPPA6JzjTWUfp7pauRthJg8IOU5W6/+Dhy1hH3Bae2HvffusIdeFwRMjEsNnvxlrsAgPB4bg76biOM217K1jUaGhrvP3mnrTnIwbaFUcrWkJOV0huiFvYhsdvt6XbkZcQu7/MRp+BFSaAiiydjqFMneVkOHWpmoGZlrLbuwHM5WYlzHUvE2iJYLKYLP7OikgouF+l4QlcUQIcie5iCMHCiKd++9ygtLe3s+TOV5UFS4sTC0pozO6Y29Rga6QxBDa2u8elzyf6LITt37Wm7WEk90MUAAIhvgIUF4IE4BrQGqFIkh8O5d/eWgpyEnpbyeNdvhPzbyOLYQZrLawnx6OF9BekW4lYEeRuREZOUx+awH/jH3z4yb83uB/mlDbdfxD05tfj3+SNnrb0yxtHkXUTqn4td38fkvg5OXDzZWpqC8HjAA5g46usVbf7FdcnWu9FJBZn5FWZ6qr/O7ob3pM9Z+R8/ZXqPHdFav4HDQZ6+Sx45bEjzvq/OkMHllbWpGbl9PCUbAKgqSp39+6sqAo3O+mX7fToD+XX3MwMjUxK34ntCuroAk8UOiUxA4/s7S790bFyRskaNZyK5ncvP0heozYWHM2FBMOjr6x88fBQAsrOzL188F5dS6GavBwCRMUmaGoPaaaVN3oSli1GIJ2+GHTx0hJ+yuQ3qGMATBygBbgyAAgACmAEUNiIIgiC/LFn46wzr5nL4xeV1KgpS39m+oLxWi4t83755vfc3p7YbMdBSiP+Ut23NuH+vhjnNOoLFYmWlxErK6i89jHwe+AkAwhPyuFxEf4hySUV9JXXI4s23WGyumnJdZTX1+tNYW7Mvybo+ZZXq6JvLqyo7jjX+nJHusfScsoI0DgssFodMIrjYak8ba97xS0MQ3tv3UWKiIlO8WxXZQhBk0aabqZnFZNI4fuSIEPY2pk/9QyQlxFSU+tPKYjEK8ebBWfEpBVcex6YkxvC+Y4gLQXiNjE6/M/q9DvNws0fj+ztLv3RsuEYFhkIUQ+W9VOR+DNLPLqE4FnznwtT/CwpqaWlt/3v3tKmT3kdnLZpiExaZuHJxCzJaHef0nUgTU9Otf+9v16sB37GRAPYB1wzgAWDZgMN9z8n7IjQonT3nV4oYZYydmpBXexOWsfeM/wirIRPcTL//RHx5rbpGDEmkhYDswsIiKQlK8/2CLJpqu2iqLYIgu/7z19VSBh4PwYmVVdbhcBh1VTnNQXIaqtJ3X8RsPf7K3sH5752r1/6xeuevbjJSlBV/PzY0MsvI/RK/JylKKioq2LJtOwAMH243d96CplMwGIw9u3cEbLu/eq5DR9ZxV9XUvQmKcrK3VFKQbaPYr7t8U7OK5WTEhxq1upjBa7TDvccBHm524mLt3Ie+hoWhWlpOZUxi1sW9nV5aSm9kPfCPp9Iaa+sbp3sM7VTdyJhkfV0Nif52u/oC/cwr/B+MdNQupkpQhescybiNpKpOjPj3PjzIeg0XbAAAEC5Muglyevj/Tp2dP2/2kqm2ANA8KXPHufY42traZuOmLZc/gRYXiO15qVIqcMQB8gFMAF8PIgBdCRXvqwwaDuLK4Jd3DY/nFRUX33hS6jHSQFBps6Sy3s3BMCmt4Led9xysdP9Z911jAOM9Ha/d9YvP4Z0+30KeNnFx0ZKKuqYFZ22AxWJFyCQOh1dXT8diGSQigcWGI3+N5x/V11I4/yAuPjYyNTmGyWBuOuK3YJK1tJT4589pWxZMTc4oBoCDl96rqOu12DiZTN61e39VVdVvK39ZNNHc1U6/DUui4lIqq2qneDk3ZVlqjfoGhs8MHwDejjPhbFYjDsPVHiyrqy4bl1q8faU7f/gOg8GMH+vo+yJo6gRXfH97gdJQkb68f46uhkL7RQXIyq94/ObjvEm2ctJiLDaXSOjEVReXVlLrG/qRekufop86NgAAUrGTfLlVlf06BlVdMr5loYe+CZMKRVFfPj+cCQtDQFlZWUN9cGBo1DALw463w2JxnrxLCo3La6CzxCjEmnqWobH5xk2bAOAfDKzbDVg2KOHh43ZoTZC2gQmcXAA8YJ4CgQMYAMIAGvOwXAIWC2AarAeArVs2ZWV8EtKPnjt+KADQ6Mw3oalXHn0YPvUgkUgQpZC5XOT0jqmd1ZuQkhBLyyq1sZ/a/NUEQRBsZx7lZBKhtKKW1tBIJBL0tFSWTP2anNrNXt/N/os3uu//8eT1oKRC3sLFv9y8era6rkFakgIA9XTO1m1/t9G+rKzsuQtX/vh9NcLDuNm34AIb6IyXb8ONDbSsLTv0gzTXV/H3f6k5SKaqjnH/4RMOhxMeHp6WmqJlqPnngeeHN36ZeiSTiW7ONs9fhU3wcOzgregjdCGhKwBIiosMUpLmL4zrlFdjstjvw+PRqbUu048dGwBgOGJy78806NyucJ0tFbWLUP+9a796ntJ4eOgDM57Azt37d/w+/WM2y2G4WbsT1CwWZ8sx/0oqx87BcdvuP2RlZYuKigQj8WQNIX07AEBtEphvh8SdLbfDRQApA6gH+AyNjdC30ix2H29ev6ouy711eE6LR8UopInu5o1M9girIUwWt7i89tLD6NV7fZ+1mR6oOdV1dB5eUk/rqyJ+fHyc/0s/IokY8yF83nirjnTX+Dw6ufD07fDLD0KlJCir5rbsAxAEuer74fff/3j+7PGpUyc8HLRTMksNtZUQBOEhbKHfQ3MoFAoG4H10VnPHlpyanZGV5+FmRxHp6OCBqZ5yfmndsU0TTt4M8x439vzFK46Ojo6OjhkZGYnR7wRLyslImhhovQ+PH2ln0cHG+y9y0mI1VHoXKj5/FTrOza4fZUjoa/Rvx8ZH9LMPucC9Zvh6YqWpRNLq3jank/AgOwCeLQEJA6yKuImp7YQFm079t22iYN/iTVja/dfJPB7wEC4Wi8NioIGJrFi5erid/e0kuJ0FkAUAqlD0tdXszwATAESBYwKf68B6NwRtAMq3jiurGuKyAXgA+cBrBCKAGh4kBlzwCIfDuXTx3M0DLYguCmJtqpGeUz7KTl9bXd5xmI7XsnNXfT/Mm2jTdq0mXrxPOXj+zZKFi2LD3ziPmcbfGR8b88j3iamJ4cJJ1m72up0ye9Fk68sPQlfOGmFhoMpgcT7nlJvofVn0HRSViSCIrblGZXXdpYtnGxuZb66sBIBrvh+sjAff80+ormNISrbvRJnMRjvLb4YiGUyWf0CkuprSpHHtrCL/phaLc/pWqIy0+J0XsW/C0lVVVZoyS+TkZIfFZqRll+kL+PshmoMqq2oTP302NdJppcmfmpDIBFMjbXHxri+sRBkIjg0AcAxZucCLNIMLFS7zpaK396+uG7sB4i5A7bBTIgUzSz8M/+OC0srduzSUxVf4DE9MLy0oqX7+Pv3eA98W5zk2PYXcfIBSADqAKoDGl/3YEiDdBCADeyEwxkGcDGjuACkcGAyCY9NAXQoGrwLqEGCpAFcWgAUAIAFgygMdbs9deM+w9vffls+wbrcTXFffKJjX0WOk4cnrQUwWd+n0FtYaNudJQMrlK9c0NTUPbQuj06gUMQkAWLh46dz5Cy+cPxuTnNRZxxYal83jIbX1TAA4eyf0um+kjJSY/8UVWCy2orrh2JUAbQ1lcVEKBhA8kUBnsChkYkMjkyJC9HYx/pxbufa3RUwODLWy/W317y22j8Vif1+74dzJfzwcvww2pqTnpGbkujvbdDa4g0zEm+irfc6r/O9GMAaLmbdgMRaLvXz5Eo1aJyktpaIgo6shPKhrY2X88m24nIyUivIP0RfuOxAJOAaTTSZ1dDQkN7+Ey0V0tNoXFEVpgwHi2PiIpS4WyfOqsdlEqDaU/Li2t83pHGzxHKnS4aWlkLrT6OrTO8HB7/devgfAU1PTOHZidWuz97XHgdQAHCZwOUASAcADQgAEB1wCMPUAjIB0HbgXgfMblO+BcoCMXHh/GnB1wHYH6jgAABgHwAQVPEgB/BC1116FwWA01Fc7Wrm2eLS6tuHG0ygSEc/l8sRFSdMEgtaW+ziQCPgrjyIVZMUmjGonZrKyhsZkcflhqA6uE/weXZoydw3/EB6Pp9FoNmYdErkPjs7MLa7jz/yFxuYqyMu9Dk2b5TX0/ss4TQ11Gxtbnz+ueToZBn74rKQoX1nToKmllZmZSW9kLtn2WGuQpLKsCABQyMStK9z5DV548GHp4vnnLlxp8XRmZmYNDAQA6I2MVwGR6mrKk7060VET5O/fRvM/5BVVvwoN3f3ywYih6pU11Os3on6d69LiW8UY1+G+L4JGOdkM7Kg/XU3FjJxyU/22hoWbqKfRo+NT2lhWgdJBBpRjAwAcXVEu8CJN91rFqNlSsZsINZ2IxehFmLIfCbQvy9ey30LQ3+C0faSjY/saqYMlIKMciABEAGYj8AC+rpQpBYgEpjjAFMCcAd4FgBsAGlArGGczA0AOgAoyPJjEHYA6NKdPnRg38sscEp3BamxkNy0fRhDehfvhq+Y6tfY2vXCK7cIp7Sf9odFZU1dd2rJlK3/TdqTnP5sWCBZIS03+Y1o78ZafPpcY6Sh/+Jh7zy+W79j+WOA0at4xB0v1pPRiLgepqa58/vxpA53hOnzCuTuhsnJytIaGqVOnj3Ry+vAhsqKiPDLwqaG28EDF4ik2JeVvfl+zavqMmba2X6/lzOmT0R/CeQh3lK1WfGJ6Tn7JaGcbUdFueLFRV5UR7OPOHGehqijVYkkMBuM1eoTv86BJXk7tRl32XzJyymd6WXWkJILw/N6Ej/dwRFetfT8D8/ckljGXkutda7sJw5CVjtkOfX6tW4PBJYmPX9QF2Y0QcxrSH3eookkBDBIItuJggQZQz4MMDjARgEaARsBfBXAErgZgRwNvMyBOXwrjtgDggVsFGDrg+r+6msQgkBdYGYxwQUS9LuFN5O//+AAAjc6Y/9ddOr3R7/wyfoGPaYUOQ4d0fIyoNc7fi/ht1RrXUW5Ne0TFJctK8hSVvyyXxmJayJAuyJ//PP7wMYciQq6qqePxICI+Z7iF5qM3iaoqys/eJaZklnERRJQioqOhKCFGlJcWc7LRex2aLCoi8ub1y527dnp6jE36GOtirWFn2UIOlK0r3JLSi0+c/ffRA9UDh44AAIPBiAwNvLLfp6a2/u37KBJJZtI4p++8Ca3RmlfjQyDg3ZxtnvqHTPR0GqhPcxab08Hf2Mu34U4OQ1FByG6hrz/xuwyWJSUTfKpR9U2F61yxtAUiBW7t1+k9EAIVX6/etNlQBg1lHaooPPnOBQCgA4gQgQWQygImAKcByCEAkcDVA8J/gDkAAAA4AEVgVQE2EhAudFILvi9CkoTZ/t/s8fePsDL+MgR090UCk81TEXjOfviYu2iq3enb4TeeRJzfPctQW6lr533+LnGP20zBPR6TFz27d27x6i96ZqqD1IOiMp2stVuqDQBgaaxeUEYtKKqQkhAfP8qkoLR2OAABh6HRGmb6+OSmRddQpR2shvy56Ms44folro1Mdmp2maUOJS6ekPwxdvtKV//glNbU4k30VM7tnPboddKiBXN37/1HUVGRB5igsLjGRsb4sY7ELuVv6y6kpcQtTfUDgmNGjfzePE19kw6qtUXHp6oNUlSUl/7R9vwk9PfX9HYQKXKTD7jGVA6uGvkLQqnobXNahj74BbHSvBsbpAB4sMCdBUYE0MSBLACPBpwagFhgvQJmDDDjgRkHTF/gBQJS241n7lvcuHZphueXrD0mesqiFAoG86V7y+EiCIIQ8LjyqgYyiaQ9uOs6T67DdWOiowT3aOmaVJUVN21u3rrjzN1IoZR7gvh4Wtw6NBuPx61f4vrrbEd7S82oxHyfcUNX+Ni9CwwkEHHPzy75c5Hz47dfdIQlxMiHN07wO/dLPY0BwLtxcKaUOGWQUjvPxEnuJn/MGfbriiVh71/LSWCKK5hjR9n1rlfjozFYWUZKIiYhtf2i/Y2k9KIhHfhpFRSV1dbVmxq2+uqD0lkGuGMDAEDwUlG7JBI2VNn+WWd+EIEWdPx6F7rmU/HULmZ4agMKwDg2uHJhNAHM8GCEhSEIQD1ABUApQDGQq0GPDUYYMMMCvs/dlQ6DAaIoEEWBwwAAiIyIyMvLA4BPnz7JSRL4yUGyCypX77ovQYFjm7/od1RW0/jLZreucLUy0Ziy6iJ//x2/+DN3wl+Fdughm5Re7LHkTGxq2YqVvwkdUlbT/JQYyf+Mx+O37di7as9TBovTWlMvg1M4HK6bvT6CIL9svRv4IRMA3kVl7d69Jy27EgDyiqr3n30lWOWf8wGXH4SZG6oDQEpmicEQpf3nAiI/5rVhsLqKlLed0oG9O2poPGf7PjT9bGmmV1VNzc0v6W1DupmwuGyX4S1LwDTR0ND4IfbTQO2w9hb9fwSqYxDqtOTfXWkYcr/KbbZYyiKRopbD5HoBLAsDPAyn60me2mobYBAAsEEXAAHIJgAZC2Vs4Hdd1QngyAZVAOjPa9fwJJh4AxRNAU+GXTu3+7964+I8ctfufVJSUpHxWf+cfzd1jOmmo6/U1ZTP7ZzWVEtGSpRGZwEAFov9Z924pv3XH0eNGOny75V32flVy2e2I4pvoqciJipy7OTZ5lNo3tOXXzuz08j0S7yGoaHhWA+vZwFJU8e2vCrZUFuZyWInpRdLiJFLK2qGmQwCgG3L3ZZt2YAnEB1nHmUwWTwezz84bYzjl5VnG5a4bljy5Wf8ObeijsasYYr+feLlywvLmpqNTy1MzymfNMoUj8eFRX2sra2fOt5pvIdju6qVPY+7s/XDZ4FSUuJSEj/kb6FXGOto5Pv64zSPVpP9crjcp69CJ40bsFOMvcVP0GMTQDRrqlzANaZKcKXTEo54W++2PQbV4JJIwegeOBEWQJsNI9ngRIChRDAlApsLnVO+66tIqIK0FoirAJfLVZCXrSzJGe/t8cealVPGWPq+jl22/QGFItbIYFbXfdWASMksMRii2LypM39PqyhIRTjsRR2IhwQAcwOVyxfPN98vJSNPb6gXlPl3GOEYl1rcvCQfdRVpWWnJY9dDYj8VaKgp8PNZy0qL3jw4S14Sj8Fg9v85wdpc+3FAcovVP+dV3HudunXbDjl5ueU7Hhy+FFhRTdt39u25h8lMks4vW28t33RWRlraa8wIigi5D3o14CtJeox8+SacyRo4aZPUVWUqa2htFHj+Kszd2bojKVtROsXP5dgAAIPgpaL/lorZUWu5t8ZmIw/P6F17WIoR5OyJPXY6eQAjNnixwJMF05EBpaFVVFREJBCnjzE+vWOKjITIqtl26xa5bPvNQ11V+tx2ryenFspIfn2gqypKpeeUN29ETVn68EZvLBYT+TG33TPmFVWnZpVPmDSlxaNG5nbvXz9o2tTV1a2mwfn7kS0WxmKxFkaDFGXFIj/mV9c2ZOdX8vcTiXhPJ0N6I4PN4S6abO1k04JUR3B0ZnJW5dVrt8TExK7fuLP7wH9GNuN2nAk3tfXcunVzVnIwkUCgsiUamH29Y07A4zzd7Z++DObx+rqpHQePb/UZGxQaa6irISvdUaE1lI7z0zk2Pniaqtz7s5Q8r8qRi+tMTvSWGVxKGbDFsb3xLZAA2sl62a+4fPnCL0vmk8giD96kvwhKvrzPx95SCwA8HI3O75re/OEiLyOGw2KKympbbM3ZVj8upajFQ01QaYx5G26MGTfR0LDlyaqx4+fHhL0W3HP2/OVPeY0vglKESqZklrnOOxEYkZqeUy4pRmygM3afeVNR/eVN39PJOPrRhtEOBpZGajM8viSyiErMA4AjV4IXbfW9+TL94cOvwjSysrJjxow9eOhQeMDD7RuXG+ko/7dj+u3DM61NNdq+or6AhLiorZXJ68Co9ov2c5JTs8lkkq52h1buo3SWn9Sx8SGV2ssH3MAxZCpdZ9G1HvW8AfVGZ8Q/z+r58w48nJxctXV083KzFGXIwy1aWM7VHJfheh9a6ZZtXOq6Zl47q+MlxMgm+oMZja32+PFEIhaDpdOogjv/PXLi5ouPgoOiALDt2It5E239zq90sh6SmF4sIUYpr6rfeOhpG2ffcPDx47dJn4voF6/cPHv+sojI17XVHDbrnd+dgBd3Kuu55/ctnu5h2UanoQ+ipqqgqiwfHT8AgySbKCmrLCguQ1PS/Dj60y/+ByH2eZZMwHW2RHaFy/xGlZCePDVHLJdUOrwnzzhQ0dTUPHrsv3pqzX/bJgkOObYBFvu98/Untkx488qvjQL2bhP8Hl369qRYcQnp9OyvqxSjEnNxWMzcCcNkpUV/ne149+iCN1dWPj+79OLemc3aAwBgsTgcDsLjQWB8xakzFwQPIQgSGez39O4ZHSMrsrRmbS21xRb6PsYGWlRaQ3ZuO53mvs+zd0n84FtBqDR6aOTHMS4dmsRF6RqoYwMAwAJWMmGdXPAZ5qBXVc4LWbJJPXBSpuxHXMOgHjjRAANH/BLfz/+HJcDHT7GzZkxeNHdqRlbB8h0PBEM22kBZXrK08nsf/RISbUmw247wyM4Q/i3NnTf/ZUh60yaNzpo9wbrjZ9xy1G/skrObN289dvxU004ej5cQFfTw+lHlQZqTZq+698D3xcNLp3d8Vyr23sV1hFVyWnZ1TX/1zXzsLLXKq+rfRXz9utlszovXYd5je0g36/KjqKXb7u8+/SansKoHTtd3QB3bVzAcslTUbqmIQzS9q1Ujl7Kk037o6RoMLkmkdC7jFwoAKJrD/Pdf/s0O4FRO3fYk+NDVfdMv7pl+ctvUnIKKBRtvdbCp7w9SaPfhJCouUVKUI7jH3t6hqOLrUKSLra6Xs1Gzei1TXUeXEBeZOMHbzd29aeenhPD7V49QRMWnzvtDXctg0YI5YaEhY0cadrDn2mfxcLN7HRjJZLJ625CuIyslusxnhCiF9O+lgJCYTC4Xeez33tPNrmfCIC89/JBfTTxz8fYo7wV/HXmdmddHFSp+BKhjEwbHkJEJPyQdvYdmdLpq5C8cycwfdCKEQMXR0OQUnQaHB+WhX/7dDT48bBj7zN+T8XgsgiCSYv9j76zjouqaOD57N1mW7u7ukAZBMBAVuxW7Wx+7u7seu7sRGwlBQJEOCZHuXJbtvfv+gSIisTQ8r9+Pf7h3zz13Ftg798yZ+Q3p1cX5y6a1LB5di62ZRsiXb+0xRoiA5OTkNDPAa9Ss5/fPNTiIxREFXFbWB0XRpbueFlZiFiz60XQwOS7i/tXDAJix01boGv1oTSAlJT1/nO1AJ4PWzt/TwGGxQwc6P34RJKAqVY/F1kx9xQx3YSHihv03HGxMRbuk0dqJ6yFJ2awt23YiCGJnZ7fvwOFNx1+Fx2R2waV7An8dW+MgdBnJkGNin7dSTU6U9Z3LkWiYydZOOlxG6/+TmOjIrPyquZvvz9xwt++koxuPvQAAC0OBHhcyskvO3A79FJvZnvumpBhp04Z1zQxQ1zYqLy5scBCDAS631Y5tya6nEybPOHn6LPxcpfF4vDE+K4zMf9um3b33wPVn0W37UDR6N1e/NEBYWKivo+Xr92HdbUgHwKBVKMnLiot3UXJ/TErhwcPH616qqantPXDc92Pxwh2PqLSe9VvuDP46tubA0RUkQ45JfN5JNTxX4jqLLRPVUTMzNJ52hoxW+5E1BoORv/5J2UAMAhEIJHb3XwpJAnSHgsFIUPqpPZSTk5NfUPo5sVBdxyS/uGqJj/utQz6CT6iqKPUtq9jWTD0hrcm66RZJy67Ys+9A82PklTSSYn67Nbt7DLj4MKJVF1p76Lmiqq7nYM/oTwH3rx7GYJAxPsuNLRppgurn95zD5Ry98r5V828/9Wba+odjll4LjmzXErbDUZCVUlGSD/+S2N2GtIuo2BQCAY8lkIWFuki8H4ttGCZXU1PbtWf/wmUbF25/3DU2dCP/L5Ja7QGhy0iFHuWRyqlm+6nGJ4RTJ7dTkYuPY6IYtJNktNqJuDqMffjbkReO8PEjSAFwcWDWpNhhp4MjwbALIPxTK2X1qmUoq2LdnH5SEsJUGrMgW0ZbVbJVE36Oz2JzeSoKEolpBaZ6AvWB/BMSASss3EJkyXvC/KuntxnWW1eNHTdh0viHc8ehLfb1ruWf/b4ObkMVpIQe3Thh1qfvGJ8Vf46h0Wh79+zIzfpuZSj/z0zXguImNZcbJa+YevTE2ds3r970/ehirdWqczsbYwPNwNColLQsPR21lkf3AMJjvkclZhMJeC6Ph8FgqFWVbBZTWlZeUbaLlmt7z/lzeI3/aRkaGo4aO2nLiZd1vWH/k/x1bIKCZUpKROxFcXSq6eEa/Wuk7AGUtpagVetdEc727FjzOo97r8HeHhISgIiCDAKKPUAuuaioKDY2jkIR8gvmHl0/AgBcbXVbOwkWi/C4PARBqmiMNlvibqd5+fLFpUuXNzNGXFKGxaCj6G9uzGOg5+lboQwWz1xfwc1WB4dDvueWaShL/Xn6kSsBFeWlwChUVhtg19er7nhqaurLl35J8bEsZg2RgAOAacMt7ef1AYC4r3kSrdHNYrK5VTTO1auXgwLePToxveUTuhxXR8unL4IkJERlpXtBY5fYr7kLJv3Y6M0vKImKSxkysAXd0Q6hqJT67uPXt2EZg4aMXLGpcUEcABg+YqTv00c0OpNCJnWBVd3CX8fWOhAuWTxqIwoo3eBiqbsPvlxfJH4pwm1d+hlbLozy/nInWdghpKenb9m0zsnJ5WtK6oGDh65cITj0g69UwGJhCEAXfxvwZMBggM8DAOByuQvnz6ZRK5gsjom+yvq5bV86WxqqSEuKpmeX0GpYbZ5kvJfVtPX3WxxmYG4X9OaB26BfKswP7j9gs1jOzo4HLwVcfBRdVFzMQ9Enp+cERqSNHPBDXiS3oHTbkYcq6lr7j12UlP7VLi49PX3r5nXKshR3W82FGwb/WX+tpSbz5G1so31HG4XL5aopiOhIURcfa0Ust4sZMsj5/lN/b08XIVJP18wRESaVVdZIiQtXVFaHf0kY4eXaBRe9+CAiOCrXvb/nlh3zNTQa9lJvwMQp045evb9xfo/uUtke/jq2toAAQkmeTUmezVB5W+G8CMMREY1diqsW6D6CkksQtli3yGgJyKeI8IcPH0iKEFISwiJjM6Oiouzs7Mg6UPkFqnhQWtsxoAuxnA1mUwDBgbAsHDxwyNNeeXh/r5ZPawkcDnl+bi4ApGQ0TO5oFWIUfE5OjopKcxkrnt7Tju5cWN+x7dy169HD+5u37ti8cV1Obj4eh4iSxa4+/vwiKOGpf6K7jWpcYlpZNXf+8m02tg030lJSvkqJEfeubPyHUFBStfXkm7KK6nGDrQTUHKGQSfVbHPRMsAgybJDzs5cfxni7I0iP1sL39jA7dSNowhDL0PCo0cP6dUHJ2uqDz5U0TK9eb2G7tw53d48b1y6XlNNkJCmXH30Kjco4u3Vs71KoaZ7/zifpFoRy+ksFXBKNXUo1O1bmNoOh7tviKVSjk8LpjYtK9BCqqqiRkZ+T0nLDotKPHjtmZ2cHALyfrbK6/i9GVAkUrEDODJYtWfDl08fh/c06dn4JUfK1xxFtThWbO9b25PEjzY/BEQgYwNSX17KwsNyxcw8ATJw81aaP9bz5C9XUVZPT8zWVxNxd+vgFJoCI1uU7rxt4tQ/BwT6Tx30JebZnxeBGL1RSTlu+12/kuBkDPb03HG1OFaU3QhYiubtYv3z3sbsNaQFhIcLsMQ7nr/uNGNwXh8V29uVodHY1E7t0WSM7r82weevOxbue+qy7RwUFGp37X/Jq8NexdQi4ak3JkGNSQWc5Yt9K+/lUWm9HCZVNDeZSsomFPVpNp/+AAf7vg5avXCUvJ9unz48cxD76AACIACXJnQetuvL24SkdPu3YwVaDXAxvPP0UFp3RhtMNtRUK87NptOa6kwCAiU2/Z/f+bXAwLy9v5oyZyclJjvY2A5zNdLTUNu84ZOU8LKuwesGiZfVHoij69OnTC2ePXdwxavOCAWRS48l1/94NW7r8HwUFBT19Ay4i+t+rW5KWEtfVUgkJj+1uQ5qDw+W9fh8qr6RKJHZFDuSjN7F9XT1aexaVSuXx+MNHjg0LDT7wTweEQHoUf0ORHQdKEI1dBgAs+bBy+7UYQMkZY4Ryfoti9yIZrS+fP1Gp1JM02L4dNGUgIQ4AQBgP5G7qllVWVlZJZTqOPwx8vrqqvKwkBYtFohMzF07qO3KAaTsnl5USWTDJ5cbTT/IyYo1mcDTPxCFm58+dWb7in2bGnDh7VVao6tmbiFt3fvWykZSUmDtjLIWEfEuJHTBs6pAxJABQAvD1fS4jI1P/9P37dnOqMs9sG9X8k7Wbrdapk0e3bd/95s2bDZu2Ll4wy8ZUVcDcy96CjpZqcWllcmqmga56d9vSCCjKf+IXOMDN7u7LmK65YnZBpZeTfmvPUlJSYjBZD+5ev7BjHIXcRUUIXcZfx9bxEAvtiYX2KIFWbXSKpnMTT1MWSZqPpSkBAM3gklhs6yIG3cWGTVsYzHXR/lDOgJLjAKUAAFgEuusbcP7cWUczuX7zXIrLap74J+YVVVHIhMVTXId7mHTUJYx0FErKq9vg2Nzt9G5vujd+zHBhEfHi4sIjR09qa2vXHxAdFVVaVqmhQ6qhMysrK/89e3r8mBFxkcEA0M9jsLJ6w5TOBl6ttLT0U/jHRydntGiJo6Wmtqr0snUrVq/beuXKFRk5hbyiKhWFXpBJ2CocbU2fvfogJkpRlJfublt+g8/nP/YLdHOykpQQRVE+m8Mj4Ds9FFlZzTIxafW3ICDA38pI+b+a9P/XsXUWCJsiFr0GAFgy0ZUWewFXQyh0BHw1rrp31OKMGzfm3LkLU/YB7wbAz7RBTPcFr3X19HOSC830lQGgv6NeZ1wiK69cwJY3DcDhkCt7xgPA25CvVib9Vu9Yz0Fx3iNGjRz5Q4Y4Pj6OSMBXsoWUZXCPb/+bHh+cb28+aOR0PL7l5wQ2m71l0zoHK0Fry+SkRf/dNmbO5q197JwLCwv/e16tliEDnO4/9fca4EgRFmp5dJfA5/OfvvzgYGMiLSUOAMPcTe88j5w6wrZTL0qlMXOLqHXd+ASkvLz8ycM7Nw/8Z3tm/adiFD0TYomF1IcTEgEXeJTvXKGC0r5zGWp+3W1U0/xUYqooL3/8+FF5FhCrQIcFBgjYEoDA64am27VKxSNHjkrKovsGJDQ1LDSqLTtkddz1+5JTUCEp3i7h4P5O+pJi5As7x17eOdzvye309B9Co+PGj9u/a73XQA8C8EaMn3H+5iv7voMF8WoAsHzpwile+qumCyqACQCiFNKdw1OYFekZ33PWHHzus+7eyr3P6MxerCb8JwiC8R7s8vz1B17rVTc7Cb83oVZm+gpyPxaRKgoSFGFi3NfObb5TWFqlrdNIX/VmQFF0xbJF2xYNaHlor+Xviq2LQADhChfJvrnPR4Cmd5HuNoPPJYt8G03Md+1u036jIBoKIkHBGlauXCkqKm6XDCUI2PFAAwDpphtj4h2wWQR4Mjg7u+z/95yns+Gf+0xlFTUbj/gGXF/a5quUlFcvnuraLkPrgSDIxvn9D+zdVEOjeg3yoIiKmVm72DgNYjFpud9TxSVkWp7iJ3Q63dygLcIoG+Z6EPHYl0HJCxctkpaWWrDtRO2y8j8DiUjwcLX1fRUyfLBLd9sCL96FGeppqCjJ1j84coD5hXuhH6MzeDx0sKtxG6LcLSJGEWqm222jrFyxdEx/A221VvwR9jr+rti6CoQNfATDpSBsimj8UqmAS5JftjDlwkrdppc6L2IpBna3fT+ozoenM4BFBa8hw5xdXNRKQQIB+W79QymIgYcTAQDev3v94fby+l6trKJm87GXAFBBpTNZnB2n37b5KtKSlOz88nYbCwDA4fJiE9JiYxM87eSmelv7+X8aPHKGkqo2AAwbN9//xe1Wzebq5n7hfniLw/ZdCFx7uGF+/6oZbgsnOT6+e+nsySOilJ4SsutApCXFTAw0gz5Gd68Zr96Ha6sraao38vwxa6zjvAnO8ye6PH3XKZmcOQWVUtKt2GgsKytj15R5ufb65g/N83fF1kVU618Uyvltnxahy4hFrwMAlFxSrXeJpncNeESh7EHkbC9Au/P3UhQP90bD5NeAwYCJHAztpjTIX/Ah4w0EbefhiUKR8dnWJqoZOaVvQlLyiqllFbTPcRmvP8QjCCIhRulr05YdslpGDbQ4fjVg5cxWp03XwWCyEpIzcvOK8AS8kZ6G9+AfzSTvv/1aUlJSmw8iLinDYNAayGv9SWBgwIH9e1VVVNau3zTI02vlUl9nK/Xa/cWmoNGZUYnZeUWVSnLi9Y+PHGCGw2JkpUTszFtQo+ilaGkol5ZVxiWlmxpqtzy6E3gb+ElDRUFXW7WZMQiCIXeO/DGdyRIwpl3Llk3rx3m2N4u45/PXsXURLLlPkgEXG30LocvUppnwCdRq3ZslLvMAgFRsJZw+AWGLd6WRdWR/gPM2gOCAWdEt128IhwFPL4d9VUrbU1rGYtKLSyslxEVEKWQWm3No/eicgsprj8NfnJ/Xnkvgcdi+Njrvw1L62bcuM6W0vCo+6VsVlSZEIhobaPax+O1ZuLyKzuAg9bMcTcwdg17dcxvcZFSQyWSeP3d2/6oh0hLCy1avuH334eixk1fvP/n60sJmzNixZNDaQ35/OjYAyCuqHOb+X76X2Vobv3gXJi0hpqjQ1eG1wJAvKkqygqgzy0hQGv3ttJMXwSmTZq4UfDyDXu3Sp3ueALqSv46tK0DJJQhHpEUZLQxbVDRhPgAAwqWr+lXYbuBjmViWNPn7iC6u6eYyoSCyKy/YMtIsEzNjaw47V0tNaWR/E02VX+GXNjTtbBRrE7XTN4MFcWxcLjctI/fb91wejyctJWFlptdU98gjVwMdnX7L+xjo7XN058JmHNuoUSNQLudLUn5cSr6VdR/fZ0/evnsjKSlZu1oFgPiU/Mfv4tfOdicQfvv+NiWy9f+Ap7vd/Sf+nh72Il3SxrMW/w+RinLS+jrqggx2sNR6H54yYYh188M4XN4z/zgRYZK6kqS8jJgopTll1ozsknIatCrXX0tb76l/gre7seCn9Eb+OrauoNUyWiiOnOlNzvQGAK5YOk3rTrXBeT4fQ6wwFv426v+z7zYRxKwt7PC8qAlDG94aEASZNNSqQ67STPkzn8/PLyz9mp5VXU3H4bA6Gsqe/R2wjUUUw6Iz34Wlb1rgkVdUGRGTzeCJ/HaJn/JaZIpooxfy83sJADOnT2Uy6VoGwidPnuKwWatWrz1x56ZPDdNUT/H07Y8yitovg5O8PUwBIPV7UXRSrp6mHIVMJOBxyvLidVKKn+OzSsppRaXVu8+8GuNpqakijcX+N7fVMRjMiCGuj58Hjhzq2trc97YREBKlKCcteJG4nLQIrYZVXkWXFGsy85ZKY569HTx2sBWK8jNzyyITsquqGRgMBsFgTPQUTfSUKOTfBKAPXv6wbMXGVpm9dv2mmT4T/jq2v3QA7ZHRwlVpi0dtBAAUUJaKf5XpMR6hEsPHEkvMhTKH4+gKHWppB6DiAJRfSvTABz4XW4PnUQCg2sBMSPqH7+CyAff71kB2KNQUNTezro7em7fvAKBWvLXDLQeAPxtPFxSXpaVnV1RVA4CSgoyNhaEIpfEbU1RidnRS3seYTAYLaHRGJZU+Z9M9AgFfUdEwJ8Wx//AXjy6NnrqsGUtGjhp9/coFIjv75sFJszfeKSrKv3jp6ratmx4FhCmo6IyfOOXCyd3eHqaP3sRUVNEtDJXpDHZ+USWXh9578cXRStPeQjMsOiO/uMreQrOfnS6fD6FR3x6+jp4wpI+aUusa1/UW8HhcfzfbZ68+jBzi1tnXehMQoaoir6/duprUScP6HLsaMGW4LY+HBn1Kq2GwbM3ULY1+bM5l55ffffFlwaS+td6rfkyCw+XFp+Q9eh1Do7OIBNykYX1IRDwA5BZWKiu3TskIQRAC8bdVYHkVXVyE9B+Tp/nr2DodllQsrqaNfSzrgwAilNP/h0YXwmaovq62OMjFVyF8BFelK5Q1mFBh2P6rtJ/hV/n7L6wLDg6eMmXK/PnzmUzW8uX/pKWlrVq1auygGYH34x+HXHBwcMiNrbz27ERkZCSJRNq6dauVlZUic2has7K9JsZmR88Uvw9P3XbCL+D60rqvIoqiqZkl+ppy7TceRVEeiubkFn3LyqPR6BgMRk5G0tRIW1xMpJmzwqK/bzv1WkVFxcHRxdZRZ8bMWXfv3hq1+BKJRDTXk5dWafh0bOc8eN/L5prdlJSU/Hv2zLMzMwEgI6dUUUll+vRZAFCrm1xLVQ3nRWCCsBBh5ADzBqd/jMo4dydEXkZ01ECLuoMeDvpWRqqvQ5L+q44NACTERazMDd5/iOzn3ELErz28fh+upqrQWq8GAGQhwsqZ7k/exlHIhCH9TCREhXzfx5dX0T0c9Nkc7i3fz//M6t/okhqPw1oaqda6wFu+n3MLK2uT9YVIuOrqalHRxpf+TZpBEblwP4yAx2bmVxYUU6MSvt85OqMzShG6kb+OrdOpMbgk2uEyWihBKHOoUOZQAACEy5IPqdG+UyWcjwE+liNOKOwjlOeBMLtHbeje86tlZWUvX75ctGiRj4/P0aNHSSTSkSNHRo8enZKS8vjV7e2Ht2/YsEGBrF9RUbFr164dO3awWCwuV6Dm3AsWL1+7du3JzWNrvRqXi5648eHpuxgZKdH7x9reIbOsoiorpzAzu7AoP+fVuzAVJVlbSyMBJS02n3j9KjBWU02Jw6wOCXzFx+CTkxOrKiv0tRRPbR558OJ7FquRAkCKmHhB3ncFpUYyFcPCwlavXvXv9h+x6yNXQ1au2f7nsBo6k0ZnjR3cSAzWwVKz0WZsohRSRRVdkA/Ve1FTli8rq/oS+9XKrNXyiS3C5/NfvP2or6uu1VhmvyAQ8Lixgy3rXg5zN30RlHj6ZjCVxvByNW4+UMzh8g5eeNfXRkdbTSY9qyQgPFVSlLBr5/bTZxqKazfPocPHb1y/TiAShzjqBgUGmOop/Me8Gvx1bF0Aiqd2rowWiiPmu9YVenPJBUzVV5XW21EcAwAQtjihxIqU17fLgpZhn0IYXKqPj8/kyZPJZHJERMSGDRtMTEzU1dUzMjImDJ+xffv2oUOHRvqnLVu27Nq1axMnCrr7GB0bdfjEgXVzB1ga/dhlHLv0ckFxubiYSKu8Gp/PLy2vyskryi8srU08kRQXFRampOYyls4Z2cwWSKOY6cp52IzQUJWuFa8qq6gpKqs21JYHgIyc0uiUkipq5pq16xqcNXTM7Of3z81etufPCe3t7XW0tWQkhQtKqtYdfmVgZKap2YiXIhDJ/Rxad+/GYhE+n//4TcxAZ8NOyj7vCVia6b1+H56ZXaCu2pF/83w+//mbUBMDrY6ddnBfI4ENAJTPz8wri0zI0laVmTrCdoCTwf6rn1t7RQRBpvr45OXlPXhwLyIs+Mb+/6Cw1l/H1rnQVf0IpeZdeUUcXYHydTrAjxs9l5LHVPSnWuzn42oAAACDo2oSSs1JRfYYdusiGAJSUJRvamE4b968MWPGuLm50en02mR3CQkJOp2uqmhw6NAhAIj0TyORSCdOnJg/f35ty7eWPxoWW1BUHBKdNbSfCQDcexldUFKxdFq/tx9Tmz+RWl2TX1RaUFhWTasBAAwGIy0ppqIoa2asU5f9cfH+xxUzPQj4VnwjbjyN/JyYW1ZJ/55VcGj96FrHJiUhLCUhDAAl5bQNR18ePXFOTq6RGKmqpmF5cZMNTnW0tVcffFlcUrZ73yEzs8b7z63fuOWfbWsv726dmIijlRaK8o9fC1gwqW/zGXe9mgFutg99AyTERcREO2YvFuWhj18E2Vsbd31FQR0EPHbtnAFUGlPi57MXhUzEYgX6i128aD6CYI4dP1370u+5771bl8cNNlt8cNJ/bHetlr+OrXOhazyTCj3UjQbgaEqU1KmQOrX2JR/hsmUjmTKfGWp+KJaFAT4fMAhbglCpjS8zxpebItx2iSUCgKK8kp2dnba2tpKSUkVFhZWVVVJSkrq6+rdv3/T09Erifhvs6uqqpaV1+/ZtW9uWtWJ1dPTweDyVgVu6+4mprsKHL1nGemrO1lpqir8CKXQGs6S0oqSssqSsksvl8fl8DICYKEVeVqqPhUEz0UUWm9sqr3bu7se7L6JGjBiVH/j23vGZDeqTuFx02e6nq9dtbdSr1aKgqpkQFWps6fjnW+s2bEZR1MnJsbS0tKnTtbW1jc1sHr2JHzmgFdnetVXeOuqyF+9/dLDU7GPSXCyBzeH5f/xaw2A7WGrKS4uyOdzanIWeDwaD8R7c98FT/1FD3QiE9trM5fEePw/s62AhK9PN25NYLCJRL6Jw7t7HQYOHtXjWvj27rKxtmIzaR1vIyMi4c/Py1b3j/5MurZa/jq0zQdgAgOF2Sv5e28CgOGKhXYMUTa5IFlsqhqkURNO7zke4GOADQK3Dw1Wr4aiquGotQpUmoAIFrxbMXrZ668LLly+rq6tra2tPmjRp/PjxW7ZsGTBgAB6PB+A1GH/gwAEDA4EEfkhEUkhI6MzpU8uoVB6HWVxY4NJHMyExhc1mP3uVgwEADEaYTJKWEldWlDU31mkm7TsqMfvgpYBbh3xqX6Iov9FiuOjk3LO3wyqodDKJOG1kH1ebXxL7c8Y5TBthc+LGh4P/DPmz6nbLiVez5y22sLCAphk2dsHVU5sbdWwAkJmZyefzVVSaK+1YvmLVlIljWuXYaqGQiUt93C49+ChGIelqNO56v2YUvghMHNrPRExEKPhzenEZtbyKvmbOADyu0/uwdAh4HNZrgOPTl8Gjh/WrlYBpGyw257Ff4EA3Ownx5hKIuoWkbyXaZjUtCtmoqaufOXNWRIQyZuwEKSmp7Vs3HF3nXXtKaQUtLiXf1Ub7P+bk/jq2TuRPGa2eCa5aDVetBpneDY5zxDK4oqkc0UyWXASVXAwAGED5GD7wEQwAHwDDFcKyxTBscSxLEmGLYFgiWLaUtqZ+YGBgVVWVmJgYAJiYmERHR1OpVOnfFe2mj12kaA0AICkpWVRUBADXr5dzKTQUXwM4Ooqr4ePpKL4aJVQDhgMALArm9UsMnoQirEIfL5MbvrEy0mLTRztLiIu04ZFcW002I7u47iWCYLg8lM/n178DvgpOPHIt5Nq1GxISEpmZmdfP7a/v2ACAQMCtnNFIZnnw52+l1eDq1q95G8QlpZgMOopyEaSRr6GmpuazZ74yMjJlZWWbN67fd+AQhdLwCQlBECeXfo/exLWt1er0UfYHL777Z1Z/JovD5vDYHO61xxHCZAIWQWaMdnj0Ombt3IG1JXGjB1kAQEZO6avgpNo4cK9AVETYztr4beCnAW5t7B1DZzCfvfrg1d+xqRqP7mXtbLcFW49raGhaWzeXBTp+wiQ9fcP8/HwpKSkAAJRbGy2/+CDiQ3S+iZnZ9edPKCTMEFf9/g56/w0P99exdSLNyGj1CvBVmvgqzWZSA1FSKU+4iEss45NKURwNFclm4RilxRRJVd1ar1YLgUCo82o8oVIAOQBASWUAv+VicSW+csRrMDwihkdCmDJINQXhCGM4ohgUBwAUBRjoCcKy8OTF+/jvNcpa5umpiRNW3di9YpiduXprP9rus+9kZKSz8srrct9tTNUjE7Lrh+ZUFaVMjAxrY4kpKSlBEckAg5qftpJKv+Ub9SE65/rNu4KYYWzpFPTqQVMqJDIyMhkZGevXrpw5wnLWjCmOTn1nz5lHIv22MSYhIVldkiXItf4Eg8GICpNuPP2UU1AhI0nJzCtbP28QWYhw89nnE9cDh7mb1hV616IsL37neWR/R/3eEpAEABUlubLyqs/RyQ2kzgShsqr6lX/YcC9XErGHJtocvRby8NETaQFEkC0sLOriB7b2Lgu3P+LxUA0dkyvXDtQeLCgouHvn1v1tvlgMH0V5GAx/8pDm4g09nL+OrbPgkgswXEqLMlq9GoQpjTClG9zk8p6BCAIKllBZWcFisZkpcoyyH2+xpeKYSXo1KQAA1QVStLTfTuTEOAjltnzRkrLKnPwyS0tzBIdfNNm1DV4NAOaMtd10Kmj/pcBTm0bWHrG30Dh/N7TOsRWUVMV+zasoLSgrK5OSkvLy8rp57VLd6WfvhumoSrnb/+p8TaOzB886xWRxyEKkZcuWCSh+MXDYlCPb5zfl2OLj43Zt33x260hxUXJ/J4Mn7+Lmz56iq2+ybsPmujGvXz0/tbGNSlpV1QwCAdfXRkdKXLh+kuSkYX0yckrrFwjXQsDjpo+2P34tYOpwO3mZTsk86gzMTXT9gz9nZOY1qr7fFIXFZUGh0aOG9sO3Zue1i0EQjCBerQHzFy5OTR0oJCRUP9CtoKCwbPkvzUk2m71q5bLKXlsc0nN/Z72daqMzlLT/YB5tiwTvgIgTMOAAWM6SAIDLoyE75MdbZU4XJT5tQ9jE5s5vCQJRmEhgT+qvih2kZqitcOL6ByU5sdbG4sTFhKWlJZWVlFcf8NXXkNZVl3Oy1oR665Ptp95Z2rrmFkQc2L9n776DCIJQfooQcrno6w8peTpy9R0bhUy4eWiagozYuXvhYR9Dho8Y2czVqVTq9+/fzczMcAQCgmCbktfavmXD5T0TKOQfLme4h+lwD9Mztz/u3rlt/cYtABAYGCArjieT2rie+JKQ7WCp2WiL7T+9Wi0KMmLTRzl8iEz/syq8J+Pu0ufpy2BxMRFJCYH8cUZmXnxS+hhv9wZr1h5IixtsjaKrq9v8AAKBcPzE6THeLYQoeix/HVtnwaPkdLFycVeCJYCqE+Dqeajyb1Ca+sM1sCoheAfE3wAAoOZ08KVdXV21JStM9BQB4MiVoIevvry6tKC1kzwPSLR3cB4/fkJ0dPSuXTvP3w25un8qn/9DT+vJu/iM7KIzF+fa2Noy6AwAoNPpgP7o33PmdsgUn+lPH9xsMGeth0jJLJkxrzm19crKyokTxmlpaZ44eQYAnPuP9Ht4cYzP8gbDioqK1JQk67xaHfMnOBy6HDR31hQul08ioEfWtJwU1xTpWSUuNq1rvgwAWATD5faUptWC49Xf4f6zgJFefYktxRXjEtOy84q9B7eiZXm3wOWiNUxep26JidTbUOhd/HVsnQJLKhZb0zoNt94FgocBh0De/NeRrCB4MAFoBT9eVmVDVXanXDovL2ewpSaTzd149OXHyNRTW8dSyILWYx29GpSQVrBl4cCHb2Jv3t4EAAYGBhSKyKxxLteeRPT9eZen1TAQLB4AzMzMASA05MPJ44c3zf/Rqi0+rXj+au8b1680eoldyzwX7dx35Xrj3UQzMjIWLpjLZLGWLvvh/GycBwW+bkReKzIyUletcT2IldM74J7LYHLyiio5HB6ulbLIkuLCuYUVF+6FCpEII/qb9ZZCbxwON2yg0+MXQWO9PZpZh4VGxCEIZsiAxlNVexTXnn6Wk1dmMpkNtl3/An87aHcSNQaXRJLa1R6sF0Gn09esXqXkyDWeSSN0fs8QDpstQhGau+n+6EnzDHTVLAxb0evA2934e07Z0j3Pdu/9kWRIIpEuXLgQEpW1c/mw/o4/8gsmDrUWExHKysqMivqybu0/J44dur5vgqH2z7R4DPb69Sv97RpvakUhE5p6hmYymWv/WbZujruaspK29q/TKaLiBXnfGwwWERGh1rAE/2g/LsHi+AUm1C09G4XOYJ+5FXz9ScSc8U5CpLakgayY4T59lL2milTgp7Tmr9WjEBYW6uto+Tqg8XbkfD7/TUCEmIiwfZ9ekPYZlZjzLjyjsqJs/Pix3W1LT+SvY+sU+PhqHK0DhI97BSQSKTk5efy4sZte9xN3yofO25XgAwCYmpkv2+PrPmiInZ09l9ewKq4ZUjOL1x15fePmrUePfY2MfukY4XA4PJFcP7yGIIi1kVJcXNz+PTtJ/Kqxnma/tbPBIF8+f54yvMlGOUQcUKnUP4/fvHFt9EATWSkReQXF+seHjJ75/P65BoOdnJxSs8qglVx+GCYhSj52NeBjVMaVR+Gnbwb9e+fDx6iM6hpm3ZjwmO/u9npzxju1p+klFotYGauy2dyDF9+V954UAwVZKRVFufAviQ2Oc7ncR88DDXTVjQ21Gj2xR/E1o2jbyZfGJuYXL1978OBRd5vTE/kbiux46OpP8SWWLY/rDYgoweCTQKhXQBV6ADLe/Hp55tSJkA9BM2bOSk/9eu36jaqv5MsfgNMJNzp6MbzfCEPPw1Sf6VN9pmdkZGzauK6Syliy8xGPxzu1ZUyLM3zPLZOUklZQaETor4+N3aO3sWM9f+Q3c7nox5jMyOTrE7xMvd3/eH7HIBgE08xDIZ3Jrqqq+lNzPezjh5MbvEgEXG5uYP09/0bltRAEAWhFKTSK8p8HxMtLizpYahrrKmbllY33siIR8TwempCW//hNLJXGcHfQ5/PhU1ymcx8PwWduCgIeN7y/GZ3BvvviCwaDYXO4HA5vynDbHq7UZWygGRgalZKWVdf2ms5gPnsZPMDNTsDUkm5HSlzYQFuJxWIAQNc0n+t1/P2hdDx09edSIUe624oOQ70vkOrlzSlawyVHqPpZOhUe/tFAU+Lqlcv79h8kk8nUTluuoTxIfADKdmAxEwDg7u2b+gq8yhKxqMTMJ6dnt3g6l4tefhx14dL1Rt+dNHnqikUz6hwbk80WIuJM9aQb8WoAGATLYjL/TOuoQ1iISCA08i4f5ZIIOAAw15XZv2/P2nUb6t76U16LSqViMS3kaPD5/LTMkg+R6Rwuj8niDHIx1NeUBwBRCslE70fAAItFzPSVzfSV2RxeSGR6ZTVdXUmmA9VDyEKE6aPsa/9fUk57GZQoLUlJ/V4EAEpy4sPc21I53tm4Olo+fREkISEqKy1RXFIeEBLVk4vV/kRGkrJ3pdeMDQ+625Cey99QZAfDxzGhh8lodSwkcfC+BNif+ZDFJWVRyUUcNuvBvcbTJToQViUE74SyWsVjDOhpyJ/YOCLk9nJpiZZ/2kt2PVm6bNWf4h21kMlkBgfZe/597UsKmXTz4JQ1s90bn4vP53GYjb8FAACj+htdudxIYb6EpMzXjCIAKCyr8Zk2o/5bw8Yu8Pe7Vf/I1SuXhrjqNXF9/puQ5Ievo09cD8wuKJ8wxHreBOdl0/rVerWmIOCx/ez1Rg6wqKyuaWZYe5CRpBSVUUUppPkTXeZPdOHy0LO3P1x+GNYD9+GGDHJ+H/w58WvGx88Jo7379SKvVoelofyxo92pQ9uT+evYOphq/ctC2Z7dbUWrEZYD9b6//aM03bZTyRb67QZhWQAAE2MjRUWl6hrGyw9bBg+GmV7A5XSinZWZ8HwuAICxsVlYTKaAZ70N/SqtoG7v0Fyq29Xrt9JzKgWZjUajCRGb++K4O+jFxUQymQ2dn6eX972XMaUVtNyi6tqOB3WIS0qxmIz6epU6unrp2b/tsfH5/KT0gssPw05cD1SUFVNTlFwy1c3DQb+1eYlsDvfG00/+YSmtOktAlkx1qytyHznAfN4EZy4XLSmndca12gMWQeTlpF+/jxg2yBnbO0WkFk1yivoc1qjG6V965W+0J8OW+SSUMby7rWg1JHHwCfz1r8/pJOlhabh6eyVv37xe88/K0tLSkpISADCcQk/MDr927RoASEpKnD9/oaoAXr6EzALgd6ZjAwAeGwBg6LBh4fEFtQugFrnyJGrzlkZ6dTZAXEI69mtei8OMtaS9+zVsit0AXTXpb9++vX3zpv4ztbu7e24pd81B35mz5/+5NWJk4Rj06l7dSw+P/vFpv9Qs6Qz2gQtvi8uqx3tZL5nqZqyraN2sMH8zjPeyNjdQrqY1t+jsQNgcrqxUz5IPRlH+i3dhkhKiU8d5vvIP625z2o6rjeaNG9e624qeyF/H1pHwyEUYjmivltEqKSlZtWLpqSM7Q9HdGv0A/dnX+ub1S5620ssWzV68YNbMqWPXrpjz/vkVYXbKvJF6WRkpysrdULR37MSZ0/cT1h7ya37Y0t1PRo4aL8ge+9btu4/d/Hzs2ofmh62b697fsQXhhvxiqp6e3ocPgRHhvyWXnzz9b0JKjlhjda8Dh02JDHtX9xKHw2HxZBqdCQA0OuvkjaC5451dbXXblqBfn+Ky6jchyQbazcUtO4pKKkNctGfJB9MZzPtP/S1NdU0NtaWlxHU0ld8EfC6t6HFrSkHwGW4d9P5td1vRE/mbPNKRUI1OUdIndLcVbYTL5T56+ODRw3trZjrHpwnxhLVHjYLThj/exSJ8V1sdV9tGhCoIRBKZTOZXQuM7Qp2GtLT08ZNnnjx+NGXtbQUpsrAQccuiAfUHlFXUbDr+so+jx6gxAtX6UCiUS1duzPTpgN8gDocUFRXRa2oaCEOw2Wx5OTlLy0aSZv+U1xoydMTlh+8WT3G59ODj3PFOYiLN6FG3guDPaStmNLF92NE8eBXVo/JHiorLA0K/DBvkTBYiAQCbwxOXkPzwKPRjTNb6RcNb1ZCvJ4AgCBbDq6ysFBcX725beha9eG3RA+nVMloHD+wNDXimIC0MAC+CUqdPn0UUhQVJEJ/+edqU8TX0xiNX20+/MTIxBwBcIQwD6IJi0fJvkP7y18vhI0Zev3l/2rw1yRnF09bcov6MsN15EbVwx+MpM5dOnz6rVfOTKWLn70e008i1s9327dnBQ1ERkd+icBQK5ekz36aWj337j3z+4Hzdy6HDhn1JKgj+nGZlpNpRXo3LQ2sY7A6ZqikqqYyT1wOPXws4cS3Qyli1+Tikf1jK7eeR+cVVnWpSLfHJ3yJjkge5Ox29Enj6ZvDhS/63fD+/CUleNW+4lrLo/n9fdo0ZHQu1mub/7u+irSG97AmlJ9PbZbSEhUU0laWW+vQds+TSvEU/BJ+IovDo4b2lk23/FPigM9nztz70HDJy/IRJACCMB+FO3l2rpaYIXi4Bn0AQrVcBb2hoqKyiWk2jL9j+WERElM5gOjq53Li9vb4L0TkHh11gqP5vsyUmJty6cX3Xnn11R06cOjtz+pQJXuxmEvpbREVBgsViMquqSKRWOCRrp4Hv622zAYCuvsmTt3GH149qsyUNuPoofMKQPh01W6Pcfxk1dYRdi9Vs33PLnvnH2VtoWBurvgpOYrI5U7xtO0l0mM/nP38TlvitWEpK5tzdDwsm9RWlkOpfa9Ko/ncev33+PnbOeJfOMKDzUFGQsu5j091W9Dj+OrYOg2ZwSTxmVXdb0XbGjhs/ZdL4ajpHUlrO2dm57jibxfozWzsju2T9sTfrNmypVVMEgIGKgKZ3kanl6fBgHEwLhPodOg8ePt78WYqzYMZyiNoOKj93uGJjY/9Ztdzxj2xJn+mzZq0/cGH3eMFVKP+Ez0dZDBqF0rq8CbKwSF5OhpKKZu3L1WvXz54+sc02/AkPRZXlxTtwwj+RlhCuqKI379i+JGQnphXMn+hCwGMBYJyX1ffcslM3gggErImukoOlZpuvnl9cVVxWrasuW5cs6hcQF/E5VlpGdvH0wcJNZJAiCGakl+vOY3e4PEcctne0CK+FxeFJSDTSn+H/nL+hyI4DX42ltUK3sEeAAXlLULIDEQVYv3Y1Fouo6tn+e/5yXX3xksXzi4qKNh/7LUEjPiV/06mAU2cu1Hk1ANDQAiU7ULIDcqv7Q7WFvHC46ABXXH/9u+YOjMYkqK7EgMEBEFsJqQyQ3wT7v/w4vnbNytuXj+5dOaSgoGEmpItLX+/REw9cDGqPhRw2R1xUSEiodSHEYePmvHj4KxqJw+EkpeXTs0raY0l9sAjCZHXuytrdQf99eMrpm0FJ6QWNDuDx0KBPaVNH2NZ6tVo0lKUWT3WdPdbp3cevbA630RNbBEX5N599ojPYF+6HPnoTk51fkfY9PyExechApyXTBzbl1Wopq6LraGs9fx3atkt3Fw7mqufPnQWAp0+frFqxdNWKJcuWLnz06GHtu8eO/XeUIlrF3xVbx8BQ98WV9r6GsxgMeB6FQ/cX0KqrXd08TM3MzMzMqVQqDocjk8l37tw2VBWat3pMg1qZ2JR8URHRH23mfzL51Y//vFwEX87/SMrvPFAe5H9uePDeaJj6DjC/P3A/ewSp1wAsQHI3xO8C6AcAUFBQQC0rOL1lJABwboUDQFTUlxPHj56/cLk2ejlhwkSfF75lFTVSEm3RdabRmWwOqqEoXkxtXVb9n/Jaq1avW7VswdW9E37Tq2wrnn2NnvnHjx3ciZJvohTS9FH2KMo/ePGtvqZ8/YhfXlHl84B4Doc3foh1o+d+isvU15RvkMTBYHJIRBwG03KU8tqTCG93M10NWQdLzdzCypf+n8oqqlTVtCyMVFs8NyA8VUyUkvYt5/ytV7Mn9po+ZOO9LFcffO4zeay5ntzS8aYkIh7BYG77BU8af2vU2An37t0XoVBmzGxZmuc/xt8VW8dQo/5MNHl6d1vRRjhsNpNOpdGoZmbm165enjxp/IJ5swAgwP/tjJE28EO38Bd0BldMTIzL5fr5+QUGBjaYbdBxULbvKtN/JzsEXi5teFCxHNAsgFdAq5dycvbMyRkjf9xbFWREkpKSbt+8LkQi1t+T275z78p9vm2zJPjzN20dXT6fz+G02sMrqGgkRP1aNygoKFjaOCzd/bhtljRAXlqUSmN0yFTNgyCY8V59dp99haK/AtmP38TMHOO4aIqromzjjb4sjVTYHG7w51+91VO/F5+8EXjoov/+82+aT+4I/pyuqSKtqyELAFweLzom3t5Ca+2iMROHWgsiITZxaB9zQ2UOH6ciLxWX1FVR9Y5g/6ohV/eMXT6tr4qChIwkRUpCeNFk5+v7xqXFvMfjcBcuXKLTe41KdUfxd8XWESBs4CO9V0Zr4eLlIiIiqqqqJ08c+fgh8NHxaQt3PgEAFptz8UH4/IlODcY/fB2tra01Z8bEPsZKVBrrxuXTfD4fh8PxAcPj8bg8zLGb124NIJQkdfUHQbmQcAdkDUHJFgBA2gDwZGCngT4AMIH3s+UpiqKZ39KsZ/9YYZdV0hUVFQ8cOtpgNjU1Na/hYzYff7V9Sauf30sraEbGfV77peEIra7iGjZu/tXT2+rrRioqKN67dz8s+ru9hUZrZ2sAgmCqa5gl5TQZyU7/c1VVlBjR3/zVh6TBfX/0UlCUEy8pr1aQabJ9JQGPm+xtc+1xBIebwufzM3JKcVhk1UwPNodHZ7AvPfg4tJ9pretqQEUVPSE1f8EkFwCoqKx+/T7Mo6+NtJS44NYiCEZdSUpMRGhQvz4v3oVJS4oryndJVL1zQBBkzex+I/obLd3xcNWKpafPnm/5nP8Qfx1bB0A1vEjOGdjdVrSddWtWGRkb79l7gMPmKMmJ0ehMlI/JyckhYdl/ejUAOLxuuIKsmKRY47fsF8GJF24d0bNf0/WODQAYZfB6JSA44KMw+CSYT4dVe8DBEuhMUDCCDx+CA96/S035OtHrl3QID7BNlQGNGTOuqLBw4Y7HpzaNaJUZbA4qSiCIiEu1QSZRXFKGSa9BUS7yMzdGVU1dSlLy/us4CTEhPQ252qAci819GZSYllU83MNMR72Re32jFJZQk78VXX8SMX6IdVPLpg7ESEfhU1zm7eeRowdZ4HHY0goamdRyrunUEbaHL/m72up4OPz48yMScEQCbvl093svvxSWUl36aANAfnHV84B4Lhel0hgqCpJWxqoAEJeUnpVdMHpYv7bJ3ivLSxy7GsDj8UrLIkd4uYhQelZ1eWvRVZd7eXHB2bthq1ct37v/UKe22+5R/HVsHQBb5hMloBHR294Cj8uRkpIGgOUrV4eHh289eRKP8P89eyq/hJaeVaKtJtNgvJFOI51f6lBXlHwdkazXeV3ZWoL7c1er1qXoWoKuJXz6FHHm5FGZOALK4y6ZZGtj+kuPittsT7dFi5feu3N7xvo7q2b0NdRu7oPXp7qGrSEicvDQsbZJ+RlbOgW9euA2eHzty6TEBATBJH8rSs8qDf2SweZwcVgsn88f5GLk5Wb8KjjpZXDikqluLU5bu+jxcNDPK6oQxMF0CNNH2Ucn52474ackJ25lLGhBXqMl5AiCGe9lvf/8W0NteWkJyp3nkfMnutRJsaA89F3QZ3ExytBBzn+eKyDeHqYAwGRx9px5deHGi8Wzhv8H+sLMG2fvF5g0Y9rkS1du/J/4tl7/O+t2eruMFpfLlZWTd3L+Ub5jZ2f3/OmjxKTEPsaccDr94Zv4NbP7tWrCnWffnz1/NWhlJ9jaDo4fPXhu24jTt0JF5U0vPAio79iwLf3qxo6fYG1ju23Tmqt7xzU/MqegYv/FQDqTX8NgLd3g1uabyMBhU47sWFDn2OLiovu69FVUVi4ri585xqHB4KH9TM7dDWlxThabe/9V1PD+ZoK75w7BLzChrKJm08LBRELH3G3mTXB+FZyUW1jRx1StzquVllW+Dfrcv2+fVoUfm4JExC+Y7Hrj2cfnr0OHe/Vt/4TdjperIYfLW7fmn5mz5xYVFdnb2/8HHHYz/Jc/W9fQq2W0AGDB+onTloyws/uR7/H+vT+TxbK0sn70LsLY2MjNVr1Vsz15F+fg5PZnj81uoeJnBkBgYICRphSZRPj6vXTbrCFfPv2Wx4+01PYMAB49uEshNynSSKUxV+7zRTEEKSnp+Us3GBoaNjVSQHAEAoJB6uS1EhKTly5bpaysvHT+c58RjZRXIxgMj4dim3XRT9/FmeopdbFXu/8yis+HqSNsO3BOUQqpQVZnZExyUXH5GO9+HViCJictoqkspyhD9v8Q6e7ceA5n72K4hwmN/uXO5UMEHHLq+EF7JzdhYWE1NXUNDQ1NTc3/2Erur2NrL71aRouPwqDCewPr3SopFAqHy1m3ftPVK5fivgTbmKq3asK3H9O37l7csUa2mdhroO8Nijbg/+71WFfDpPTCb5kFq1csJBJ+u/1JihIfPXqor28QHR09YcKERr/hFBERdSXJpi707uNXDJ588fzlDjTeuf9Iv4cXx/gsj4+Pr6lhXDh/tqK8TFejYVi4Fl0N2YS0fDP95oRv2lwc1mbSMotFhEmDXNrr5puBxWK/fBemo6XiNaC5nkRtw91B/5bvZxtD2diENDPjRlRSex2Th1nV/gdF0YevY/AIkvYl0d+vsqKKAQgOBUReQcl7+OiiosLwsFCvQf2A31t74vx1bO2CLRPdq2W0AKAqEx5NgWmBP3qH2tjY2tjYcrlcX1/f/atalw1IZ7KZXGyDTmPdCDUXns2G6cEwfcacTRvWiItLiIpQbh6c3GDYrmWeh68ERH98SSHjDh/KWfXP2gYDoqK+3L5919q0cTmMR2/i30WWzJo9r2ONt3Ee9O75rZXLlxQX5V3ZN4WAx4mJGDeVyuhkpb3pyDO/gAQCHkcRJupryrn00alfQPYqOEleRvRPXbROJTGtwM68vWmczZCVUxARmejpYS8i0pZawxYRpZCoNIaJkbZ/8GexbIq6apcudjsVBEHGeDZSy5iUXvjg4TkZcTLCqrRSLAdeZ/Wk7Wz+OrZ2Ua13pVfLaNWS9wmezIBRN+GFn5+klASK8lf/88+00Q666nI0OvvGs8h54xvu6zTKwYsB4ydM6WxrW0VRHDwYD+9kNwuTsLTqKjnpRgSuEARZNcMVAKISs5+HVzR4l0ajxURHKyspers3vvJ4+j7p8vW7nRHJycrJmTRK18WmOfVCGp3l/zElK7+sj5n6EDcTHBbh8/lxKXkX73+cPc6xtIJ278UXLg/VVpP1cNBvZp7OoLi8Wl6mU4LSfD7/Q3gsm80ZM9xdkMLttnHX74u1sRoehx3oZvvQN0BCXERMtLeW9AiIobb8Zm15AAj+nJb0rXHhmF7BX8fWPnqjjNYf8FEo/AIA8O+/Z729vd+8fEYkEvrZaielFy3cdtfJWqAgTHRyXlEVpv+AAS0P7VqKE4GgQPh323Aand1Uj4Kzd8OSvxUVlVYfOnq6/nEmkzl7po+3m46EMH/f+QBlOTFNlYa1TQSSUCftTyhomH/4GFlayaquYTfYWqMz2B8i01O/F1OEie72+rW5fLVgMBgzfeW4lPzTN4MQBPEZad+8lFTnIcjOXxsoLa96Fxjh4mDZeXVmTBbn4v2PDpaatWtcDAbj7enywDdg9FA3fG9rbdM2HCy1Lj342N1WtJ3/i19SJ9FLZbQapTYz/ukz37y8vJd+T90dDOZsuqunqyMtJbFpfn9BZjh8JfjMuaudamTbwABgMAiXi1LIhKYE+6OSCuYv/kdVVbW+TlhBQcHuXdsXjLdxttYqKac79x+1/sidrYs89DXl6p+L8DlJSUntTxj5E009C/+Hoa8/l+1cNqT2SA2D/eFzenpWMVmI4GytPdC5yYuOHmh+9ErA2rkDOm9B0yJKcuK5hZVqTe9NtoGwz/GVVdWjvd07T6o4PiXvbejXqSNspSV+rc/weJxXf4cnL4JGD+vXjT/SLoPL5fW67nT1+U9lwnQxdDXf3iuj1RQJCXFEIn7OWFs1FcVxEyaZ6soRms3SZrK5b0OS5265P9hrBIXSQwM1UtIyGbnN6QhjEERVVfVb+i8lpyWLFyyYO0NbRz8xrRAAfEbYBLx7deHy9f1/KCMf+Mdr/54d7THv9evXb9++ZbMbim+Fh4UwUWSoi46xrsLjNzGnbgTdfxmloy6zaIrrjNEOzRdlC5EIw/ubPX0X1x7D2om9heYdv8i6DnnthFpdc++Jv4y0hKeHQ6cK8AdEpK6Y4V7fq9UiKiJsZ238NvBT51265xCVmGNu0IuzB/46tjbCxzH5GH7vldFqitzsLCJJeMeFTzNmzb166fw/s5orYrv25LPbpKPbT7+eMHX+hEmTAaA6H657wK3BkN2TRNIN9I3DorOaHYL5/v37kiVL61T1qirKJgyxfPvmtaG2HACQSYSUtG9RXyLxxIb1xQwmW4jcFn0KFEX37d09ZeLor5F+Z08dcnJ0HDtmVP13Y+MSqlhCRflZb0KSbM01Fk7uO22knZaqoLk5BlryDBYnITW/Dba1HxqdRRbCL5jk0iERrS+xXwNDo7wHu2hrdPrdtpl6OxUlORlpiciY5M62odvJL66Sl+4RRTttoxcvNruXav3L5GzP7rai45k5e97M2fO4XG5RURGC4RJwyOId91dM76ehLPXnYHd7nWH9jDhcdO6Wg66urgBQUwQ5YcDpYZqro0ePm7/gqc+Ixvsxes46a93H2tTUFMEiZDL5zOkTkREfna1UR/Y3y86vsDFTB4BZG+9JS0kzmAwAhMtFcTjka0bRvguBKOBJJNKadRsAIDo6esO61SoqynPnL7K0tGrepPDw8ONHDoweYLRm33gAmDjEcvGuZ9t37ql9l8vlTp/mw2Zztq0bGRgYPNbTsm3beBOGWJ+7G0LAY3U15Foe3XGEfvkWk5yLwQAeh6PRWe2ZqppGf/0+3Ehfc1g79EQEh8/ns9m/SdEkphUYaMnV/fwtTHTfBX3OyMzTVFdqbIL/CK62Ov4fU7rbirbz17G1kd4uo9UMlZWVEyeMpVBE7E0Vh849Z2WsuumY3+aFA3XVf90ca2/uSnLie/71/5pZ3uJ9vHvB4XAEYpN9L/F47D+r1xMIhMDAoMrKSgkJSTIJO2u0LQCsmtkPAJhsLh8h3H94CwAiwkLnbn2ExWEJROEDR85IS//KXxASEtLRkN2y0G3FvgNXrt9pxp4d2zdXFWde2j2G9HNxICNJWTbFYduWDUO9RxYVFQb4vy0qKfd0NbM1Uy8tyg8KjXJra43wrDGOx68FiIuSZaVa1/K0VWTllWMwoKooyeOht59HiosKLZzcFwDKK2tIxCYL21skMiY5L794yEAnErGL8l9u+UYOcDaoe3nsWkhaHrO8LGDJFEc7sx9qNR59+zx9GSwhLioh3ok/0u5FWoJSVtlbc/3hr2NrG71dRutPeCwAgNTU1Du3byQlJVVRaTra2t+yS3h8TE4Rlcsnnr4VdnT98NrBJeW0cUsvaanL81C+tY3THE/ryspKOp1OblNErotoYsP/woMw7+GjHty/6//2FZvDw2GR2/cepaZ8fRX8dZDLj/x4EgHnZKE4f+7MM/9e3Lx1Z1NX0NfX19C1XHXwrY1NcwX7+/bskiBQN60Z1uC4nbm6tpq0X2C0tgR59qHJwZ/Sa0ubB7raHPn3TpsdG4JgFkzqe/TK+2XT3DopHQBF+fdfRslJi1DIxNzCyiH9TOrW95Libawwq6LS3gREmBhqeQ/uUkWrSipd7+fq9n14atK3ggNHz4d8+OAX8KjOsQGA1wDHR88CvAe7ELvK43YxHyLTO6lUo2v469jaQrXRaUpqzyrYEhBZE3BY0chxkjgAwLIlC/uYqubk5k+aMO7Ll0giwjc2Npk+Y+bunVuEhfAoitYGZGQkKfeOz7jjFx2XWhQRHpr/PVZDSWL+rcsm5n0WzflHXBMpToCekzdWUwrHZwMINWIRk819H5ElLl6pp0K5eWACAJy5/fHatctLlq3cvHZRnWMDABkJYQymssVrLVvenERmWVnZ5o3r5CWQNfM9Gh0gLUGpi5fWCXbgCDgsFqHTmWRyk4vO5iHgsZO9bW4/j/QZ0cESOVwempCaX1RK9exrZKSjkPK9yEhHsdGoteDw+fywz/HlFdRhni5EQttXe21DS1UmJjnX3EB5++m3/qEJZmamoqKit29dubp7TP1hOCzW08P+2asPvTpJMvZrbkUVnctDiQRcaTkNi0U8HPT5AHeeRyrIiI4cYP7cP6q7bWwjfx1bW+BSsonFvVI+Di8EZtMaf4vNZktKy+QUVOnraC5YtHTG9KkZOSUTnAcaGBgIk7C7lnvVHywtQVk0+bc9j5lj7O+/il2xZs7GSxfujgJqDvQQuAy4fAc8V3jM3Hhv7tjfdf25XAqFwuVwlk798VnmT3DwWXd/6tTp5dWcLSdeVlCZy6Y4YbHYB+9Sr12/2U5LVq9atmaGXf2IroA42Zo9fxMydnjj7lAQFGXFcFhsYQm1ox7DGUzO+XsheBxWW00mMCJt00JPANBr905ecWlFwIcvNpaGDjamLY/uBAY6G6w58IRMIiR9K7K0tDp0+Ki//ztDDak/9zhFRISd7MxeB0QM6tdDFfUYTI5fYIKztXYDXQI+nx+TnPspLhOLII5WWsJCRBqdqaMmy+Zwrz+NwGGxw/ubSbV1qd1D+O8E07oMllRsb5fRahQCgbB9+04MTnjl6nUZGRkiJJTF4oYEvIiPj6fSWGx2y0qDYwaZaSqQ3iZecvwHCD0pjIHFgq/v5H/W/fs8vGzpnmd1xylkEvCYahraT/3j6w7isPw7d26fPPXvAO8Z67YcPHApWE5GlEjAe7i7DRzQdtdSUFBAJqBt8GoAYGNllJndXhmIEf3NngfEtzyuCdicHykVdAb73cevF++HjvW0mj/Rpb+jwZ5V3uR214CjPPRDeExMfOqooa4aaortnK3NYDCYf2b1v/Hsk56+0ZGjxwHg0oWzi6c00pUQABTkpFUUZT9+6s6aiqaoYbBPXA+0M9e45furPoHHQ68/iThz64Pv+/hh7mbTR9kbaMmrKkoYaivIy4iqKkrOHe88c4xDb/dq8HfF1gZoBpd6kYyWtD4Q6/kYyu9ydzdvXvPwGCgn9+Nuq6mpefHyVQDYtHGdnISQuLhY3z6aXyIjJ02Zcfr222U+Le92rJrhOmvjPe3ZOip2zt/edODnaBd8Pnz9CqtXSzx7tnv2TJ/azJfat3BYzLTpM1f/szwyIXeQsy6KAp3Ju3jhwvjxExwdHQGAjeK4XDQ7J1dIiLRs+W+/95ycHBUVQXVn9u/bPWNU42mZgiAsLJRXVKok13atDZTP5/JarWlLpTFjknOjErNxWESYTGQw2UQC/kVQwsOTc9psyZ+kf8+Nivnq6mQpK9OR1dxtI7ewIi615M69swBw7Mghbzc9StNBYCN9zcDQqPTvuV1Qh9AiHC4v+HN6Qmo+iYhDUf68Cc6iFJK5gYrv+3gGk11aQeNwUW8PU3UlqdvPI/E4pMNFYXoOfx1bq+Hjqb1IRstoLLhu+/WyoKDA1/dzUVGx/7vX4mLiFWWFzx4/OnjkRIMbdHZmBsrjbN2+4/TJY2vWzfP1faKqICHgFc9uHT194/Gxql2RnC0gJghwiFBdDQAgJiYRmZBtZ64OAFQas7C05sH9u6am5gMGer5984rH5SooKPIBpvtMYrMYmtp6isqqS3c+lBATuXX3Yf0WVrGxsRvWrpKWkZm3YHFd059G+fQp4tTxw9aG8hYGbU8Q9+rv5Pc6dM5U77adjqL8M7eCZ49tfOVRHx4P/RSXmfytiMXm8PkgJiJkbqC8ZKobgmBKymlEAu7PrjHtoaaG8Tbos6K89NgRDVfDczbfk5GgTPG2aiD10qkcuhyUUcC6cesuiUQCgPT0NEmDFnytq6PlkxfB4mIi0pKd3pG8eW4++2yko7DU57eWs662Ol8SstWVpeqXnJdX1uQWVpKIeDaH9zkuM7+4ysNBX0Xg73jP569jax109aeEkh6d2t4MpaWlC+fP6merrSgr0q+Pyp3nX15emL9w+4OpU6cY6uty2AwuD+1jYzd/weLJU2cwmUwzM/N/z18uLS2Nighduk/QnnM4HEIh4bgoG6CnJIzpsCAHD8xcuHL5UklxiRBJvfY4DofYmyn7PvdVlhXNy82Jjo3X19OuplbJyStUV5Zf3zc+NiX/e07p12R034EjDRozhn0MnTHazlhX/tjVy005Ni6Xu2HdGiat6N9tI0jta7OpripfUVHV5tMfvYkZNdBCXLS57tWVVMbL4MTScpqjleaU4TZ4XEN1j7reAiLCbUxjqQ+fz//0JTEnv3iQuz1FuKFhbDZXSUakpIZw5cX3wvxgTSXRBRMd/1QD6Vh2nnknJKlx6sya2pdMJlNWVjY4MsVnRAsb6kMHOd174u/t6UwW6oCfTBtgMDlXH4cXl1UbaMk3eAuDwVibqDU4OH2UfXjM90df80hEXB9TdVdb3ZPXA1fObHukvafx17G1Drr6c6mQI91tRRvZtGHNwX+GaKrKAMCy3Y9xOOy6Q8/Ss0rWzPZwsNQQpZC4XHTtId/w8PD+AwbWnbVl0/p1c1vXRFtXXTonKhnArIM/QDtw5UABB+7du6eto3vwYuCEIRZKcmIGWgrWxsphsd9FJFUmTJzwzxrV+Li4575PXJxdAWD21mcEhEdjcJwcHTU1f/SsodFoYWFhJBKJyWIxULaEqPC3b+nBQYEufV0bXDE8PPzo4X1zxvTp1+x6TnAUFWRiEtLNjbXbcG5pBe1P+eY62BzutccReDx2cN8mO+N0LFk5BWGRCfZ9TGytjesfP3P7Y2RiAY5AwuHw8grKK+dP09DQAIAnTx4v3X395oGJnWtVYc353WvqXq5ZvWKYo5L7rBbapgMAFkGGDXJ+9urD2GHuSHfE924/jxzjaSn43hhZiNDPXq/+EXFRMpeH4v4rwcm/jq0V8HFMDB/TM2W0bBaDYmPxIY2fLik6Oqq0pFjzpyDTyP4mUYpiCyf35aP8OjVIHA4ZNcD0/bs3dnY/Er1ycnIQtKa1sSBHS7VnWf7ismY1xW36MJ0AAqDLg4RybnR0lIQYxVhHIb+46uL9UFsz9TNbxt72i7pz+8axE2dUVFQGe/3I/7S07iMhIUEmkwmEX0vP5UsX6qkIY7HYiNhMajXD931iHxtbOv23UlYURbdt3VRRnHVlz7h2LtTq4+3V9/JN37Y5tmYy0pPSC/wCE6YOt2u0p0+HQ6th+Ad9kpGWGDfc489EeRaHx+NxUCYXJ0QqzP22Z8cGlI/h84GIQ3GdfMvlctH6P6ZXL18wqsvcHQR9pBMmk9wcrV68+zhkYMvx3o6FzeFxuNy2ZXzw+fzIhOzY5NzaIs4Ot627+OvYWgFN/5JQTut6b3YZ6m5gMKLJd1etWMphlF2tF06UlaLIy4j+GW6yt9A4dfsOl8vF4XA0Gm3GtKmnto5urTHWxqrnHvq6TYfwY8DtGAncDiAjF2q4K6X0D6qoqj1+l7h0qnNdG8xlPn1nbrxff/CLF367d+/qY2115OiJuoPBwUHyErhaORIu13nt4ecp30urqiqvX7v66NHDZctXGRoaVlZWLlo4d7SH/vDZwzvWflFhMovJrqsmbBU4LPbs7Q8YDNiYqte1G6XSmFcehemoya6c4VG/K2kngfLQDxGx1dU1/d1smwrZLZvabVuzc7c88Jm5oPb/TCZz//59F3aOL62gPfOPl5cRNdFVbHELSk5WUldbLTQiztG2S2sVPkZ9c7TUatu5r4KT8HjstFH2/yWvBn8dW6tgyn6Sen+pu61oC/0Hel69dG7lXl9JMSFvd8MrD8M9HPXHev62WUijs2u7uswabb1t68YdO/cSCARVJWkqjR2dlGNhqPI9t0xBVoyAQ64++fwuLINWwywrrzi6YbS1iWqDyyEIwudx+u2BwjhIf9l1H7NFGGWeDKbE9h26WzatfRua2t9Rt/Y4nclOy8ibPHGsuLiEjp6ej8+MsNAP1laWs+fMrzsXRdHTJ49e2vWjUBeHQw6uHkajM2vo7Lyiqnmbb506vKO0ionHIdsX928m7tcejA00A0Kj3Z1bvcs7c8yPVrFnbgVrqcqIUkgAEBiROnKAhbK8eMca2ShJKd8Tkr45O5grtCOxs1VsOvbye27Z8Y0jJcVaFsS54xdl0cexLp5MIpEuXrpy5ND+qqoKT6/hWeVlgfeSvkRFX9s/WUlOvJl5dLVUyiuqvqZl6uuod8BnaJqSclp8Sh6dyR7iZhKTnNsgYaR5ikqrn/rHmugqJqQWiImQxg7urUkDzfDXsQkKj1yEZYv1WBmtqszm3h04cJCjo9PdO3diP79P/V6sriw1coB5/QG3n395Gpiupya+bfHAC/fDRSXkURQlEAiiknK7zr5TVlamXg0hCYuVlBRhEWTQ4GGr1kw4tH/n7cOLyKTGM0RkJYWSk5NG3za84QlcBgAALR/KOujDtg08ABEDsbF2M9fDriVLjx7YVufYyCRC4I0lOQWVKJ+flF6wevncUQNM77zMrOuytmXzhqzvadO8rRp8XgqZRCGT5KRFVRRl8oqr2ByeirLiqv2+j050Sj+jAW72R87caoNjq8PWTCMhNd/BUhMAOrBeuxmKisuDw6L1tFX/zHvsVJZMcZ675eGinU/nj7Nxtm5hQRMQ8e3U+e31j2hoaBw/eabu5czpU6aPsmveq9ViZ23s++qDhLiYnExHJhmyOVw8Dsvm8CJiv0cn5SrIiJkZKIV+yTh9M6iPiZqA6idV1Yybzz5JiguPHmiRkVM6Yag1hUzsQCN7Dn8dm6BQjU4J92AZrYgToDcUsmti9u/ZKSRERBAMYHCTp/hY97Elk8lv37y+cunsQEddSVHiMHfT2gf2+vgFfzU1tZQRqgKAQU56CWkF/549PX/BogMHjwYHB/Xr595g/MzpU85uHdmUVwOAsZ5mt25e27lr78yfTUsCNkN2cEd+5NYiCSAFUMSGwCdha6quXts4pP67CILUtsTUUJbycjVOSi8Spvy46e/ZtUNfgb9t9thmJj++ceT2U++q6aySkpKKyurUzKK21WI3Dw6HIEi75LUsDJXP3Ap2sNSsYbA7O1mghs4MCY/BYrEjvPo2yCntAsQoJLIQ8cr1O2NHj2jese08866imtWMhX6+T7OycydvF7TWwqu/4/1n74cOcuqQJMnyypobzz6RCHg6k00hE23N1BdPca0NHWuqSLPYXMGd070XUVNH2NWOb7OMZ6/gr2MTFB4lpyfLaFV+hwcTQXljUTWNdvPAeADgctHp60+cPnFESEiouJw6b6zN0H4mIV++fYrL9HD4oYL4JiSZweR4e5huXuDxJiR19hhnAJjs3cduzAEzBg4AcDjcn16toKBACM9rpmoVACwMlK88/rJz+7bVa9fVJl+4bYc3Izvjo7eCvmyoxMO3GrnEIqPFh4Nvbmtyx/TI1SANHZMF82arqqlnpCWs2zGmqZG1KMmJ/7t9NAAcvxYwb7xz891Z20NfB4v2yGthMJjqGtbef19LiVMarNo7EA6XF/wxisFkuzlZCbfVB7eH8JjMY9dDV65ev2vHFq+++s2M3POvv4quzcbdM5oZ8+TJo6H9jAXf3USwiPdgl8d+QWO8+7WnJ2p1DTMwIi0pvWDJVDchUiOymXgc9s9t8mZA+eh/dYnWgB4aWOtpsKRicT1YRosPAACJX2OvbPkgTBF7H54KADgccn3/xDtHpl7ePWbLAnc3Oz0AcLLSiknKzcwrA4CKKvr33NKySloNg62rLlen/YiiqJioyNJlv6ls+Po+43J/qGpVV1fX7sY1z7H13ra6uOlTxz95/Kj2iLwFSBt20GduEwiABxcUGJqZGYtDayx5TWs1713hZaUJ+5f3ddBDjm1oRVm0o6VWaFRGRxjbONYWBu2U13K00qIz2LPGOnRGHJLP54d/SfR9FWxmrDtkgGO3eLWDlwI3HPEjEonnTh+SEqLPHG3bzODU7Eqfac15NQDo5z5AmExoVc4OiUjo72rj+/KD4Kc0gEpjnrn1wdxAefXs/o16tTZQWlFzy/fzvRdf6Az2ubsh/975cP5uKIfLa/nM3sbfFZtA1BhcFIv5p7utaBIMgOVsENZWu/yelpmbKyHaUJXVxlS97v9LfNxuPP3E4XIrqYwJQ/rwUPTf2x+WTetXG9yopNK3nHyjqqJUt70EAEePHAoKeEMgEAcOHAgAurq6eSV0QR5g+zvq9XfUm73pjqqamqWlFYID4/EQHNNBH7uVyJmB1SxAUaiIgiGOEBufx2FLYQmNP/BKSQgPdDIAAJc+Oq26ipWx6pHL/s59tDsvytdOeS0nKy0hIv5t6NcBTgYtj24NcUnpKWlZNlZGdlZGHTuz4MzaeIfJxVsaqR5YPbT5kUnpRXvOvR8xpmXlgXHjJ8yb6TurldnB0pJixgaawR+jXRwsWncmAIryL94PXTDJpQMXWAHhqca6ikY6CtuO+5VX0ccNtpIQI199HF5dw5IQFeq9PQoa5e+KTSBQfE0Pl9HS9oR+q8Wvvjjs6TlozUG/28+/NDWSgMfOGG0/a4zjUh83VUUJDWUpEhEXEfv94evohLT8bafejp+68PzFq3XjAwMDMr5GqSjKKCv/WrOOHTd57/n3Atp2YtPI/Xt30mg0AGhTI+iOQUgC+iwC2yVw8QpsHFW+a8KQMUsuD5hx+rZfdMdeqK+NbmR8VsfOWZ+hAx1fvAppzwyWRirpWSWBEakdZVLat+x7j9/hcbgx3u5qyg3FL7qMiatuWNu5oVzWnhVezY+kM9k7zrw7c/7qyJEt+ysEQdp229fRUiUQCXFJ6a06q6KKfuSy/9B+ph3o1VCU/yUh28JAOSuvvL+jwbwJzhJiZACgM9hbjj3/ll1aO4zOYL8PSykuq+6o63YXf1dsLVOj/oTYS2S0kpOTY75ETB5mMbRfC4/MWOwvCdRJw2xSMopvPY9iczFeXoPt7X9Tyrh44TzKqbF3cjMy+jXn0GHDXr/ym7vlQVU149bBSc0v3UgE3IY5bvPmzLA2lOsJf3FUKnXa1IkKMmIWhsoO5ipHrgTSGezmA1atQkpcOPlbYUfN9ieqygrlldT2zIDBYBZMcgmP+f7vnQ9zx7erdCwrp+BTVJKWuvKY4e7d/tQvQiaamZm/e/sK11I5923fqJFjJlAogoot8FB+20yyszJ6/iZUSkJMSUGm+ZEsNreotDo9qzghLX/+RJf2N0yoz9XH4SMGmKkqSqoq/iZ96eVqzENR/7CvL4ISUJQvLkq2MVW7+ezT8ukNd9Z7Fz3gNtPjYaq9kAg92t1WtAA1Cx7ev/v48aPScurEIX1a/GLXR0xEyFBHTlpG/t/zl/989+KlK7m5uXWaUnUcP3kmLy9v+9aNguw9mOgpulqrxMUn2dkDFg88juDWtRpx9R99Uxsg/PPGkpSU5GipuWb2D1EJJ2utMUsuJX8r3L7Us5k8T8GJiP1ua6bR/nmaQVFBJi75m6lBG8tya7Ez1xClkA5dfDfM3VRHXba1p+fmF0d8SVRWkOk5zTZPbR41de1haQHy/T4l5B5b0GQz9D9RVdeZu+XBv9taLVYAAF79He4/8ff0sBcRadwwHg99HpCQU1CuqSKtrizVQOyqnfB46KUHYYba8lqqDT1rdHLu6w8pid+KCURhYYowj8tDcgunjbSLSsi++zRgnHcrauN6Gn8dWwvwcUwAQLgt13h2L+HH4Kvzx2WTbf8slxYECpmEclmNvkUgEP70agCAIEjUl88ERFAfFZtSqKambjQWkm92bt6/vDmMe/zr5YUL5yLCQoHPBT7vzsiabTv2BgUFfM8trxtAIZN8z857/DYG10Fx0uKy6trKgc6jVl6rnY4NAAy1FShk0usPSa1ybPkFJWGRCQpyUsO9+mK7Mbj8BzgcQmcw9TVbbuHNRZFa/X4BWb9x66TxbfFqAIDBYLwHuzz2Cxzt7V4/STKvqPJt6Fc2h8vjoe72+t4enaJXculB2EBngwYLNQAor6Kv2vvEwsLSY+CwMWPGkMnk2NiYc6cOpGcWJSQmrJw/ms5gs9md+QTamfx1bC1A079Eyhrc3Va0TGUmqEku3nRskY2p4po5Hm1YeWAwrQ62+D1/cm6LoCn84web3Xn8HoPA+MdwxQWKE1t7tdZx7Ohhl76uVVVVafGh/272ql1WUmnMccuXS4oSK6mM+oNxOGSMZ4e1YqEIk/wCEzxdjDpPp0pUmMxksNomr9UAOWkRGp2ZU1AhSNeS3PziT1GJcjI9zqXVwUNRfLMZ9tFJOb4ByULk1gljLl44d9nUtotAEomEQR4Oz1+FDPf60dQw+Vvhy6DEeROcOzbk2IDkb4XSEsJ/ejUAkBQjr57twWSyq6iJc2c90zMwTYiLOrtt1MFT9+UV1V4GfUX5fJTXxgBst/PXsbUAU/aTVEJPl9HiA2AA2NHaIwZfLRb995/9vruWeYqLtm6VKS8lHB8fb2JiIvgpUtLy915Gj/VsIenrjl8Ujc4kEQlMJr28vFxVXdzzODyaDNWNZa23s9sNH/h51FQAPSEhIR0d3fXr/tk6173u7i9KIakpSkwb0ScyIbsdF2mBaSPtktILjl55P9jVSF+zszIpTAy12iav1QAiAbdkqtuZW8GLprg2MywrpyAy5quivLT34B7q0mrB43GV1YxmBsR8zf+aXU0QLFb/+vXrwoKC4uIiWTGMvYV6ewwTF6VYmOoGhESZGOne8v2srSpTl4r8J2w2t7YYvz1XRFH+i8CEFTOa3C0b6PSjwm/qcJvAiNS5Q4e/fBu6bsm4uiKN4Iik9hjQjfQ+x8bgQCUCDHVfXJkxvrpzdzK45AIsW7THymjVgQEwmQQyhiAsI2c5e/PFC+e2/BtOrapSkSNvXzyw5fMBAIDPByKxdVlY+blZ22Y3Lb38EwTBxKeVRMVnqEnzjh09fOjoSfV+IG/e0LGFkqCCD2w+YDFAAtAA0G08OPoDRSvQHwkAwOPxskvS3sReIhPEFMV1Imgv58ziA5/z/t1rHh8pLKmqrxZ4dtsYAKhtNNp5GGorGGjJ7/33zbp5neXYBvS1PXL2dvsdGwBgsQge3+QqJy0jJyY+VVVZfoSXaxdoJbcTUQq5gtqc8HYNnSUiIlJRVtLiVE8ePzp18piWqswAJ4NhYwa0OJ7LRf0CE6toDIoQQYRCkhIni4uSJcXIdY+YaioKZeXUS3f8l870ItYr4f8Ul/XvvQgSiUxnMIUICIvDxWBJXC5XU5GyeWHL122Kyw/DRg60EHD708FC47Ff0NCBTnVejctDK6tq+NArF229z7EBHuh8SKg21TQ/yEfYIgkLiGWd1fer2uiMcOrUTpq8YzEY9Uvdf7DX0HdvXolSiCY6rbirFpVVq6ur/3kcRdF9e3YRiISVq9Y0eAuHxQgisTHW02Ksp0V5FX3V9nMe/X9+URHgAxQCFBEhkw8AQEUhg/3rrCoicIhg1LRvkzEG5/Xg++zZwYMHzc1NLYaqRX7+SNLNnW+m42ChSSDgaHTm0l1Pd5x+ffvwtBaN7HAwGEzbOokICI6AQ7DY9shr1cJicy/cC61rdFAHn8+PT/6Wkpalq6Xac9JDWkRChABN190DQER8AYlMsbLu09QALpd76tTxiLCPw0eOGTR4WHrS55EDzACgrKJGQkyobhW151xARk6pprKEm622kpzY5cefv+VU2Tv2lVGUo9XUZBeUML7V0BnFFeUVTEYNBnjARylkgpQ4OTuzcMWeBywOwuWhAACAUVBWP3bqUm2KZlFRkZSUVK2+16NHDyb9c3PLQo/m5dmKSqtFhImV1QwhIr6ymqGhLPXwdXRaVvEAR0MBG9+zWOzHfoFDBjrX7/jq6x8nTCZimv1h9lh6oWMDoPOhoFqNGnGiL1JWbb6v2vSocOpkobyOz0/t4TJaTbF86aJj64bISbdOV4KAx7LZ7Pq9x2rJy8vL/Z6ooSK1edP6tes2RkZGksnkF8+flZWXJ6dmvg1N6e8oUBKXpBjZTFfxxtULNnaOUlJSAFACEIAFKhcKG5M+SGIBjgjCRFBv2rdt2bxRXV09IDBw7eoV9LK0m/sn1I/eUMiki7vGnbvbrpKv9mBtonb+bujMMQ6dtNBpp7xWLUGf0twd9OqHTLk83ueopPzCUmN9zTHevSzt+8A/Q5sJ4G07+YZOZyxdscbSsvEtVRRFp02dOLq/vvM0hxefvyYlxlvqy01ffw9PFBIRESsrK1WWITlZqgV+ziSLK/176URYWFhA0PuqkAKvIZM3O7s0b1t5eXlWVhafz0/+8tZr1HRxyUYSduTkfvmwkSNH9+vnsXrVcl0V4VUzXBudMyY5NzI+C0X50pIUAKik0h9TGYNcDBXlxCPjsz7HZ6Iof9RAC1mpJvcUWWzO0xfBtV7tW3aJhJgwDoukZ5V8yy7F43ulg4Be6tgA4DsbUDykoVIG4ftRHL3a7ChN77pQvhvlq09HXaKHy2g1RVZWFhGPaa1XAwANJYmoqCgXl4ZfTikpqbIqur25+pM7QTmZabpqkjwU3G01j1z5Mm6I9bGrgY5WGgLmqiAIZu1st+1bNx07cVpEERR0QYoG4sqgCsDnQ1IS1PzWsBPiWAAEwOFAmfvroJgKUBQAAPCKVUwWy2fajPj4eAynctPS30SN6xAXEaqkMsRFhRp9t1OxNFKh0ZlRidnWJmqdMb+1hcH7D5HtnCQlo6hOgoTBZH38FFddTbe2MLDv04rd1p7Dn4UuKIr6BSYVlNCe+scymGwSibhxw7rrN27JyDRSWHbp0iULPZnhHqZ0JvvUnah+Hv3FxCRWbf2lf/3p06ewsNBxPkssLCwAwNHR0dHRUUDbJCUlJSUlAcDE2OjBtaPR+ksjEkk5D4BeAlgiiJaBdCGI4ADHhyXnwGMcAIC4uPi5C5evXb08efUdT2edSUMbRp7TMouHuZs26rfszTUAgMHknL0dPH6ItYKM2J9jWGzOU7+gwQMcKcJCcSl5UYk5XC4vv7hqkIvhsun95qy/IuBH62n0VscGAPkcyCOAAQDCJYt9WY8CSte/Wurug6vSEotZ0f4+1zSDS+IxqzvE1C7jxvWrr188O7JuKAD4BiQMdTMW/FyyEIHBaGTXnUwmjx3vc+LEsXM7xhtqK9Qdr+1tuHSqa6ss1FCWolEjAGDoORgKsLHeWyNGwIuXwMMBjgesn7sk8WzgEkCIAHoA2mxAAERVYEYoAMB0nwUIgqXRaCuWL584rMmtJh7K5/O7bZ/AwVLr+NWATnJsAEChkAsKSxTkWyj+bYqCkqpaxciSssrwz/FYHM6hj7G4WFe00m4bkfHZpnqKrdKYRlE4fPn9VJ+pOrqM1JSUqVOnBQcFjBs72tXVdeOmLfWX+EsXz5cT46+Y7goAZBKBy2FMmzazgeq/jY2NjY1NOz8FnkD0HDXj9Z2zoS+WYsUx7GiAGshnAhkAD4AHKF4L9kNA+Gcke6rP9MlTfPbt2bXnX/91c3+toekMdlEplUZnNbMgEyLh5453vvcyatrIhkp7SWl5T/yC5RVVHr6JpZCJkQlZa2YP7JZHwA6nFzs2DkA1BugAtTuzCCCUr9MpX6ezFAPLnJdiuGSxuKW4Ku02z8/H07A0pY6ytguY5jM1+WsKWYi0cu8zBpOdU1D2+G3cpd0TBTz9W06527BG7r95eXn37906umFUfa/WZlgcHpPVeHHMzZugMwXyTQB7FjAsqHVGfIAkNgBAGQ7S8OBR71SKiKiKqrr3sKEeHu6f45JmjmpcOoRKY0gI0Gqyk8BhEYpwJ+qpDxno9Px16Gyf4W07PSA8VVdF7KFvgLSU+AA3WyKxE1PPO4Rn7xPXH/Y9umGkIH+NGTmlG4+9ERUVU1NTi4mOycvNqqpmHD9xQlNdWUxMzPf5i7fv/HV1tDdu2qKhoZGUlEQA+vq5PxQmfQMShYTFOq/bjriEDH6Qp5HyzYTIyQQasJUBPgE9B7BswAF8zoaJE+Hp01/jEQRZt2HT3Nkz8ooqa9vCfYzKiErMHuNpJSfdwoMIWYiQU1BOZ7DrlxY8D4iLjo6fOnaArLT46w9J2QUVwkIkv8D4qmoGAAiTiWb6ynR6s+lbPZhe7NgA4BsLYojg8PsPn5jvSsx35YpkVZse5xHKyd+HkzNboc5eSy+S0aqFj6LGxoZcNs3KUInF5kqJk/U1Ze3/yAhoitTMIjqHoK/fsMEHnU6fNWOatCTl7L0oMeHovSsbD/cJzqp9vitXb3jy6OHrV354IlFCQtLG1t7TczCCIGQy+J8Fz5uQ6QP4M8D5Xa8ukwtFACw8eOb/OFJDoxI5edrqcrNmzz24f/eAGWeen53957N8t2c9sFjclge1FVUlubbJa7HZnM/RyclJX021HEYOce2ynxKbwyW0Y+dm+1LP237Rszfeurx3cl1KRXpWibZaI2vWGjobg+Ez6DQhIqaqNO/Q6mGp34tfh3zdu2oYm8utqmb4BSVde/xp1swZPBQVFiJe2zcJAGh05r93I0rppNNnL7TZTkEgYPW4n/I1ld6k7x9APA2gAKgxcJSARweiL7x6Cxs2wMyZADxQUQI8GQBg3ITJd/werpzh9u7jVzaH13yFRn3mjnc+e/uDnqbcQGdDHBb5FJPx5Uvc6kVjhEhEACitoM2f6Fy/Aw6TxfkUl9VMrmwPp3c7NhpAZRNv4arVJEIPAcKuMjpT0m8anqolGrccYQsan6SrP5cOOdoxVnYmCpagM5yTkhstYqQVcz/8xoHJbZvnzO3wdRt2/3kcRVHrPtYLFi6Rk5ObNW1c+4wFJptTRWPSaDVPH9++vHt8eRW9sIT6PvztxCsXN23dYWRkrC8DKjjIJAA6EIh+wPo9MsoAiOeA+M/QEQ5Bl051ySuqXLViyfWbd+fMmtrAq4XHfI9JzpWWaG9Qup2IUEhJ6QUdst5tFEUFmZiEdHNjQYMTxaUVn6KS+Ciqr6tpaGRgbNhe+ZJGeROSnJFTiqJ8EhGvLC+emVempyEXlZhNFiKw2Fx9TfmI2O9jB1vpabS6HesEL4tKKmPl3qe+Z+cAQHhM5qp9j0Jur6g/hstFcTjk3ut4cVHysXXedRtvakqS/Z30AQCHI5BJhFmj7eNTi2uYPCwG9XTWfxuW9vJDujBFREdHd8/mTu/mcUoVsla6Xbl+0+9CQuxsY7Y5IK+BcAmADSwfwIfCoSNw7hyIs8BFDS7GAwBoaGi8eUb/nlv2JSF7zZxWVALISomsmOGellm8as9DDSUJJq10zaIxJNKPWMIAJ4P7L6MmDv2VKUoi4l36aF950K2tgdtB73ZsAIC28DZBLH4pADAUgyvsV/ABEUmZRixsGGtueBKOjgFM+3fpugCCcsXJqCku1hrrtuW3ZyepopqlotJI+wIKhbJj554fLzDt/WshEfD7Vva79PjSoTXDAEBSjCwpRjbUlp82krlw2+Zl/2y0sLDE2gJxD7BMAfcZ8AXAYf82Ax+AKw8AwOVyMcAHAN/AZElJKQDAYomuk48tmNR3rKd57eCE1PxJw/oIC3VzZ0WfEbanbwZ3nmMbOtDlyp3nLTo2lIfGJqV/z8qTkZLo37cPkUgICE+1NOqUnhVP38Xh8dh5E5wBgMdDE9Ly+5iofYhM7+9oYKyrSKOz4r7mbVzgeeTye3UlKWLrm7LOn+Dw5F3szE2PeDxueRVdV+O3LYNHb+Jvv4gVExOxsbFTwWCvPI6YNca+qamOrf8Vzpm9+eHVG3daa0x7UBOHzYsmGt04seuObKKQLMcT2J6AvAfiUWA5AyEOSkuhFMD6Z+RFRUUlLbMwITV/waQWMjAbRUdddtPCge8CP42cPLp+xqOqoiR8+ZadX96oRklvpKeXHrdIC47tJ0L5LlJB5yQidjOU35T286kyP8jH0ZoaXKN/hZzt2VEWdioIBqekpBKXVo4B9ObBKW2b5Oi1YEfnfi0Oq6mht23++ijIiO5ZMUTy900vCpl0YtPIc2dPAYBSH+ATAOjA8gGMFOCa6LCYnZ0tKSYEAPEpBTt27Z09c5qjqZSRtqL/x5S6MSMHWtz1+7Lj1ItuTB4BAAwGY6yrePiSf0ZOaWfMLy4mzGaxUbTJr0JZRdVL/7Bnr0PERIRHDnFztjev3UtLzyr5Uxi3/QSEp7LYnMF9f/SCwGIRM31lCTHyMHdTY11FAKCQiQ6WmhgMZpCLYXjM91ZNTmeyXScf3XbytaqKsqOzG5eLuvXROL7xl0rAocuB7z7n3X/45MKl63PmLYyJjqytQhMEHk/A20lHgsFghk+Yv1r/uvo5BjYVAADtB6AESCnw+gNRGAAA8/MZG4fDSUmIDe1nIiLcluLF4tIK/6DPo4a6/pnHj8Niab12R+1Per1j4/JB8P6vWKakeORm6fdXCWUmpU7LSvvOZSkG/jmMKfuJlDG8w0zsTEh4MgbBYPicycNaV29HozPLq+gAEJWYHRFfOHvOvObHM5nMVjWhby2iNteOZAABAABJREFUFBL6U/OffRgI0QAYYM8CRBLwQoAjAZ4MRsZgYgLi4gAAMTExmso/ni6XL1s8fqAencFJSMs/tO7XPU5SjDxrrKOakhSb0809gvva6Cz1cXv4OrqTXKyxgWZAaMOuclwuNzIm+dHzgPikb30dLIYPdtFU/21lw+XxOrYbalxK3uFL/mIiQmMHC7Q/rach19r+PhVVdClpmYJKSE/PuHLlKp1OXzzZua6f+z/7fcUVTev2xoqKirgsmqRgqUOxX3NlFbqn5yIOhx86ZuZ2s3OD/FHFlYBkAOsY4FKApwvwu/+Kjo6Wl25jJKmguOxDWMyoYW5/ZsTcexGloiDeeUGFrqfXhyJ5ANUA4q08SyhnoFDOQJRQWW1yulr/MpamKpKwAEdXAAAeuQjLFuv5Mlq1vPx+ZLiXjLd7P/i5r9D8+ODIjJu+UVwul1rNqKymq6sq8jgsErHlp7+tWzbOGtPeLOfm+dXyShFgFBADgaUP7Hk/9lGlAd7vAtmfCdAB799snGkDAM7Wmrd8I3ecykD5/Ct7J9fd42phMDml5bQ2BLs6HCwW0dOQyyuqUpYX7/DJB7jZHzlzq05eKyevOCY+BeXzzY11rM2bbJPN4Xawv7//Iqp2TSYgWCyiqih57m4Ij4diMJixg62ad0IXHkQERWbt23egtLQ05WuytLT0vn175217xOfzhcmkahrTzWPQVJ/ptYO5XO6yJQt2LxN0Iyo+JV9NrXMl+pqBIiLe12OoROR1lVE+9veBuhAw4gAA8PvD5KOH98YObEsTgKzcwpj41KayhNgcbk5BpapipYKMWM9XTROE7v/CtxMqF6oREG9TCAFhi4t9WQ8AbJmoSqtdGBydUOjIpWQJp7Yxptf1GEkMuP9m57OAlJRvOQrSIrePzGjg20oraGQhAplEyMgu8Q1MikwquXj5GoIgNBpNvHbt0xKRkZHnzp400hBztWl77USLBH9O19bRAwA+FwAH7HlAYALhJfAMgScOAICv95xKo9FoVWW1RejjB5uPH2wOTfj149cCZo8VtH62sxGlkOgMdsvjWk+tYG5RSXni14zKKpqKouwgD4cWV9g6arIfozIcLBvpSdQGnr6L09OUG+RiGPs17/Al/3FeVrVZ6c1TF7GspDIev42ZPqrJzbDbftHphej1m/cAQFlZ+fy5swQ8HkX5iSmZgwYM2LJte4Px165e9nLW0VBuuYUNAKw95MdAhbZsnSDI4E5CQVmztDi/OuUludiTCgDiAKyG6mC52Zkmeq3O1v6anpWZXeDt2eS23GRvm++5ZRGxmeWVNbN6zPelPfR6x1aDQhUBVNp3uyCUWEqXWKKAMrTusRQDUXIRSiwVyhnUQTZ2ImoSppaz5u7auUNPQ1ZfS6msktZAc+TYtQ+RCdn9bHXivpVPnjJ94Rr32kBEi16NTqffvXs76P1bVXnKlnlOgtyk2kPQ54whY+cDQJ8v8DwRqDOAvQxgBhCWAzYFAKBCDNCfX/J1a1at8GnY97nR1Soeh8V2aLStDZRW0KprWBrKUjQ669SNIDUlSQ8HfVP9DiuRZLM5sQlpQkKk63dfzprqLS4qaKjKs6/R0Svv7S002p/r/zY0WVKcXNtRzKWPtr2FxtVH4Xqacs7Wgj4MiYsKkUmE4M/pLn0aP+Xxu8R7D57U/p9EIjk42MfGxqxatWr4iMYbJ30ICri4Y7ggl97zr7+hpcvUqdMFNLXzMLF0Cnh5V5UeVQiWfA2AfODXu0OHh4fLiLc6EyouMa2sonpQvxYy5jSUpTSUpfzDUk7dCFKSEx/ev7MEeLuGXu/YUIHzR1oEAQRP1SPmu4rFrq42OF+jfRfDERVOnUQq7twQXHso+wqi1TBkiFdMTFx0Us7ogb9kkNKzSl59SEnOKD5y9EReXt4/21oh+rdz+5bMb8mufTQv7RzZ/o5fLcLloonpxetMTABgmS28i4aA90DvByAK7IswCMAZgFUG0mQAgLNnTipKYEz0mgx5sdjcl0GJslIiiWkFslIiYiLdrKSw/tAzJyutz3FZ+cWVGipSS6a6Xbgf+jE6A8FgAAOG2gpV1Yz0rBInKy0r40aaxNYw2MKNtexCeWhSamb691w8DmtmrLNgxsj9x68349Xyi6tKyqu5XFRfS75uQjN95etPPo0caE4htyt3lEjA1Vd8xuOws8Y63n8Z1aoV4TgvK9/38Rfvf2SyOBRhos+I3+7FIsK//R5nzprbzFRFRUUiZIHavlBpzK9Zlet2dr9Xq8V54Djyg9OiRbKsLGVlVRi+EWRLoH9/AICzp46e2zq8VbOFfY5HMBg3J0F7Dbrb67nb60Ul5lx+GNbg59+76PWOTRoHMh3X5bVa/5J49GqETRGLXQ4APEpetf5FmtEZhCVFSfEhlPU49byieBA+5T7trtWY0SO01JW3n/aXEhei0lg8FCMuKePo7PJg3VEA+LPyunliYqIeHOsw1c3mue0X/dQ/YeHilXV72s/ngfUOSJAClhkAQD+AfwDgZ0gpLCTw6t7xzUx46OK78UOscwsrpwy3IRGbyKrsKugMtrK8uIuNdlJ6IYVMmj7KDkEwc8b9aFnJ46ERsZkaylIWhipvQpJrHdvmo74KsmI8HqqvJZ+RU/o9p2zPql8p6SjKT83ITknNxCCIga66t6dz3XqLQiHnFZUqyUnXN4DD5T1/H59fXKUkJ66iIMHloadvBmmryohQSHw+P6egoqi0OjY519GqXdVsaZklehoNW0mM8bR8E5J8/FpAf0cDAy2BGk0M7ffjK/YmJDkxrcBI51c6AxZpRd7N9WtXhrsbvghODAjPUJITFSHjX4d+E5cQkxBG9q36TWQg9mueiam54DN3NuMuQ9j8OdbPD8flLJS3Fj4x+8dxNptNwEOrtMSCw2JEhIUsTAXSKK+PpZEKhUw4ePEdH+3OdOL20LsdGx4Axwfpjvvh83F0LO1XZhSWpiQeuRkAOGIZNIOLVNPDCEtaOGVy5zXKaQPZHyBqv/g7/wAAYLPZFRUV9QXC24aYmHgllS4uSvYPS41Kyps8zLJRBdUOIS2zeMq0Oc6/iy9/2giDTkDSPajUBv60XzsNoaGhLcpWSEkI47BIUxGtrqSwhHrtSfiSqW7iokLqSo1s9mCxSO2C5vi1ACerHwZ7e5h9yy4dO9gy5XuRrrrsgQvvmCxOaWVN0tfvNTQqi8011FUbOtAZ+SPEOmSg04tXIQ3ktV4GJWqpyowYYF53pI+JWkk5jcvjAUDq9+J18wTt2NcoDCbn/L0QWzONRoWdBjgZ9HfUf/w2NjI+a9RAC8G7RXs46J+4HvghMt3TxUhNSRIAhEi40tJSaWnpFs8FgJjoL2X5ZJywwoIVW7OysoqLi69c30kmk2/fvLH91Jv6Tc5q6ExhYYHm7BoScoA1E/dFY24f3zMM/oq6xPVjRw55uzWZB9QAPp//0j9cR1NZR7PlPM/yKvqqfc+mjbCu/5XR1ZCbM87JZ9W5NnyEnkAvdmymQiDCAysudNQzeTMyWvgqTYnwXQDAEcuo0btEMz0GbFHKt3HEwib3ursMLhOiL4OaM2gPBgKBUOvVvNcDTx+yckFyCkioAApQ8QmoL0BcFOQkQFYErNRAUwoAwEIJRP+IQq3bsGXhprV4LEZTx8DFdcyq/SdN9eTWzHJr1IAzt0KG9zdpredjsrmLdzzmIwQyWdjdvWGYFMHAmyUAAOc/g3opgAwAwOp/VgYFfyAQ8CduhCye7NTUzLPGOB669O6fWf27UUyrNhxaWEpdPt1dkDKJOeOcgj+nn7gWOHeCc15RpaKcGADoachxudzhbrrbD98GAEM99UoaKicj8erjd1OjX/cgHg8tKafJy4jWyWtRacyHr6OrqhlCJDyRgB/m/lseHYJgap0Qh8sTEqwtQ1OkZRY/fhsza6xTM9mMGAxm5ADz7Pzy288j8TjshKHWgvxAEtPyPV2MXgQl1G2RoiifRBK0eGvNuk2pKV9HjR4DABoav3IdJ0yaPMPnRf2R0ckFjgMa/8PuFuSMAAFgI2LfpcdYZ10EmA0AKIrGxX75Z2JzgYo6uFzukxfBDn1MFBUEKlJcvPOxrLzqn18WcVEhKfFeIFLRKL3YsQmh0L9DU8wY6r6SISeaH4Ov0hT/tBMAuJS8Gr2r1QYXMDwCKXugcPYQQLvth1lTBC+Xgo8ZiP7MSIi+B3lFgLoCMRyAB3xdYI8F2ATABCgBoAIuD7CZAHwQvw7CJOBUw0xX2PKzsZe2tvbN2w/q5s/K/H7zxrWk9OKxg0y8XA3rjucUVGw69rK0onrueIfW2owAcNicaXPmubo2d1uZ/VPl5+yZkxVlxTpa6rl5RRGxGbWOjcni1AoP1s9RxmIRJyvtqMScRresugAeD714/+MgF8PhKoKu7ElE/AAnAwtDlUMX36koSHg46H6KSsovKMHhcfo6arvWTql/30lIzT98yX+Im4muhiwA3H3xpbCEammk4mqrq6woGxn99X1kzrwJzqKUFtwADotw25Hx/yku8+u3olUz+wuSIK6qKDlzjENWXvnVR+FMFqe/k8GfYlocLq+gmEqlMQLCU7FYRElOfMpw27qtOxabRyYLKmZtYmJiYtL4xoGhsdn78NR+drq1L5MyStf90aqpGwkeAwAAEgAX1JLjTEP8nzi5D//37GkPO4FixSwW++nLDx59+0hKCNS4auOxV2MnTH10/46zdcNsLACA7tZZbTO91bGJ/HiI7zBQHB34OIQr6DcHR1OqLRXgE6jVOrdKXOYBALHMRDhtMpYpUIZxx1KeDg/GwbRAQHAAACpykPMNMO+AJQygCiALhGPAqwIeAoADEAWuJnCXAkhC0c8ZDt2EC6sBRwKMGtyfCfWXrj7TpvtMm46i6ML5c0hEvLu9TlJ64a5/3+MIQoUlVfePTW9tgkl6VsmTdwk1TI6qqqD9XKK+RGoqCrvamG484puaUXjlUXh+USUfoIbOKi6rPrdzUv3bKw9Fu7F27fi1ABM9JU2VVge4UB7HxkiKVl0TEh5rbKBlY2nY6DBjXUVDbYWDl96Z6Sm52elRacwVM9yDP6dtP/li7GDzuw9fD/PyaNGrAQAGg+FDG+P42fkV8Sn5M8e07oFGTUly1lhHPp9/9vYHBIPRUf+t0+bVR+El5bTqGub2ZUMbqRxHcB2Sx+TS1+3Z3bOuNtp0JnvNQb/BXsPbP2cnYWBqG/Tm4aols5hMxslNI1ocX0mlvXz7cZini7DATdVDPqeo6/chEXqrA2uK3ufY+FwQQcCECEYdqv9C079EzhrchhMxbFHRxHkAgALKVHtVZb0NxdVg2RLkzGHE/C59EswLB9+5MPAgAAApFfQBUCaUMKGiDCAZ2AQAPIAUgAWAJkApwBQAAkA/gMUAANWToHrSj6mmA4QANHjkQxDk1Jlzq1ctv/MqAYsj7j1w7J8Vix+emE4R+FtUx5GrQcUV7Ks37pLJZCaTWVNTU9tTu1GoVOqObZvZTHpIVP7Tt9EUipAwmfg9p3T5dHcxERKbw8vOLz929b2slKgohVSbfZCUXjB7bJOxyk7l/N1QaxM1wdPcORxu6rfsjKx8lMeTk5WysTAUobT8dHXHL1JOSoTL5R298n5EfzMAcOmjo68pv/HIM2EMXUWwGvCk9AIdtUaaODdKRRX97osvfD7f1kzD3ED56bvYuRMae8YXAAwGM3e889XH4SXltPo5kzQ6a6mPG5XGbFwPBdMxwjeWlpa+z+QW7HqFxeJ8Zi+zsWm821G3Q6PR7t298+7tS3t98thhri2Ozy8sDY2IHe0tUOi7DkcrHWUllQAGh8nmEnAC5ZH2CnqfYyNjQRYFk45WNWPLfBFNWNSeGRBAyFmDa70jR+Q7Xftetd5V4AO+wlj421hc57d2Q3mQfB+++wMAuNKBA0AHiMNCDgJfmQC1rTvLAPMdEDKAOPCtADUBzBcgeAKfAqAF7P4AzgAEiAe4AbDg58wZGRmvX70sKSkiEkkeAwYNGDAQRdGZ06fuXjawDV4NAE5tHn3bL3r5ohkIggAfzS+q2LP/iKFhIwuUs2dOhX54P83bMvBThaWBjJyUKAYDAJixg39kMBMJOB112fkTXVhsbvK3wpPXAx0staqqmaUVtGa6L3Y4KMoPiEjNyC5VUZAQxKvlFZQkp2bSahgEPE5HS8XLw+HPZJCmSM8qoZCJtTtnXm6/Am6yUiLndk568fZjTFyyh2vLNSpcHorDISjKbyaWWF3DTEov/ByXyeWhc8Y54fHYyPisUzeCbMzUCe3oaYIgmOmj7E9cC7Qz16i7uqqiZEJavo2p+p/jd5x+039Ax8i34nC4X7rePZKkpKT9e3YIEcDNVvPannEIgnno+95rgCNZqMnvWkpaVuq37NHD+rVqX/n0rY9EUaVBnoPJZPLSvddo1IqbBye1fFpvoPc5NsBAhy+beZQ8DEegkLSA4Ks1xKLXAAAKKEvFv9rsMA9fiUEJxEJ74czhGHZHXqs+rGpg/WxjhgUQAXDkQTQOUCKk/nwU4HOAVwVQBYQiwPgDSgKeEHDtAGiAvwTIIeBzgc+H/G0AP+NMmzeumTLU1E5Lgs5kR355+fjeNR6K+gwz12yHhO4EL4sJXha1/1976PmfeQFFRUVrV6+wMZS9vm8CANiYqYkIk7Lzy2t3XxoMJhHxJCLezlxDRUHi+LUAN1u9rvRqAHD0yvu+NjqzxzWn2lBeQf2anlVSUg4AigqydtbGFOFW19jx+fwnb2OX+DS5MTnAze7I6ZtNObZPcZk1dLaTtRYeh5UQJT98Hf0lIXvhZNf6Xurms89EAo7D5VVU0cVEhHQ1ZBdM6lvnfuwtNO0tOkasZJi76b2XX8Z7/ZA5HTnA/MytYC1VmfolcQDwNaOosBI2jRUodaK3Q6VSt29Zf2776PrB5KGDnB8/Dxwz3B2HbeRh4lNUEpPJGjqodQvowE/pqfmso8cOA4BLX1eXvq5zZ09rn+09iF7o2DqBasOzIimdUraFACKU018opz8A8HG0Go3n5bbr+FgmhkciFjoIZw3tPCdXhwUL6CQQJgKfD9UoULnAB6gAYNcu46oAADB5wMcCBwuAB8ACEICWAOAAvs+ePH70oK+12kCnH6nGjpYd2b6LRmdvPfGKxRdSV1evO5iUlPTg3p2YmMgja4fXpnoDQK2ceYttNT7FZg5xM/nwOX2QS+MbVB3O4Uv+MpIUaxO1RnNVKiqrU9OzCkvKAUBSQlRPW82hT7uqIV8EJQ52NWpmtYTDIVgclkajU+qFNKk0ZmkFzf9jirqypIKM2OFL/ioKEiw2d9PCwQXFVTeffSopp4mJkPA4nIOlhogw0cFSE0X5nf1woKYk+SIoof4RB0vNlIyi+vHJY9c/RH8tOXz0ZKda0nNYvHDu5gXuDbZISUSCh6uN35vQBrJYfD4/MDRaSkKkqe3YZvj3bsT1W/cBIC8vLzLyc9++rtXU6hbP6i38dWwAAFzhXEKJoMX5bQbDpVDSxlPSxgMASqikqz8vt12HYlkIiieUWQh9H1qrwtwZODJ//CcbBzV4QAFyeIABQDDARQDlAweFGgxk/czY53OAWw4A8OTRvQvbhnde5H3pricLl62xtLQCACaTuXH96oqyInkp4aFuhpIEzTboBadnl3i5Gcen5HW8rU2gqyH7JiR53M9lBwAUFpelZ+SWVVRhMBgJcREdTRVba+OOuhyTxZGRbMHfODtYPn/7cfwIDwBIzyp5EZQgLkKWlRIZNdBcUlwYAAy05IvKqhVlxQBARUGiVqERRflfMwrv+n3ZsMCzY1X/mwFBMPVjoYlpBf3sfisojv1acOHSrT8F6f+TrF61fEQ/3UZV9mWkxI30NT+Exzjbmdce4fJ4z14GW5npq6m05b6BxRFwOBybzV69apmpjvT7Vw/Xze7bHuN7FP8Xfy7Nw5aJxtG6Oi8cYYtTUidTUicDAB/HpCu/opofQglVAICjqQjluxILHTqjfkCV++M/RnWHeAAAUnqw6GvDwbGxMUIEaINXO30zlM5kD+6r31QjjK8ZRSduhNSwEAsLm1qvBgAzp09ZPNHWzvzHM2lhSdW37NLajHbBGTnA/PbzSASD+AUmeLl2mDtphiFuJt9zSu4+C5UWJ3A4HAyArIykoZ6GgPnWraW0gtaiKn8fc/33QZ9q//8iKGHRZNcGu2hYLFLr1eqDIBgmi+PuoN9lXg0A9DXlE9PyTfR+7EDXFuTVHzBnrO3kiWO279ynq6vbZVZ1C8FBgQi3YrhHk9FsbQ3l0vKquKR0U0PtGjrT9/WH/q42UhJtVE4gk5CbN6+9fP508SQHOzNBk5N7C38dG9D0LovFrOlGAzBcknDmcOHM4bUvWTLRTOU31brX+cDH8HH4ciOhXHdCRRcF1uoIDflw+uTh8zvG/PkWl4u++/g1NDpbTVFs2gjbWvVhOpMdHpPJYLBUDN3cvGdjsVgCgZDO5CAIhs8HDAbD5/O9phh8La+UwMuQ1PD7jvhQKL/KP6uqqoZ42NqZq9cd8fYwPXPrQ8iXb2WVNB01WQFVWbVUZWqbZ155FJ7yvejPYqkOgYeiefnFmdkFFVXVwOfrKpMRHCk+rXTFTI+WT24HKd+LFGXF//RJfyIiQqmV1yIR8QI2IqmoovuHpayY3gpN0fbjaKV15mZwnWPD/6FkbWemdm6b3JyNa85duCoq2ulx++6Cy+WePX3iyu5Gvm71sbMyev4mFIPBJH397u3pIkRqu8Knqa78t/iQG/u7s6FB5/HXsQGKr8F2fsqi4BBLLIglP7Iq+DgmUyGQrnObSi4EAOBjCZX6xAInfLFlp3aMe3j/3qMHt67unfinZP6hy0HJmVUmZhY+89Z+/hQxefUtK0PFkgq6lBjhQ3TuEK8huDLW8S3/AICYmNitW7eYTOby5cvT0tJWrVo1aNAgWmzs8ROnHBwcKisrT5w4ERkZSSKRtm7damVlpan+m5wgBoNZMMmlksoQFxU6dSOIz+e3KuPLyUrr3osvi6e6tq3XcAPYbE5ufnFufnEllQYAWARRUpAxMdSWEP8VFUzNDmr/hZqBzmA/eRu7UjDfOWSgo9/r0BFDGk83+JPEtIJ3H79O9rbp4mYIOCyipSodk5xrbqAMAA3atOQUVNz1+yJKIanKkg8fOrB1246utK3LKCsrW7l88bxxNoJIQWqqKT579WHBjNHt8WoAsGjSf6E9TVP8vzs2uuYjQknrek93JRguSShnUF0DHT6OyZQLZSi/qjY4DxgUABCGNLHclFTgVF/isp34PfcNePvk+v6JfwYhURSNSyu9ev127Uttbe2hw7z9/f1Hm5q+e/tmq/dsa+s+T548cXFxmTlzZu3phw8fJpFIR44cGT16dEpKyp27d7dv375hwwZ9ff2Kiopdu3bt2LGDxWJxudxGY57iokIA0MdU7dBFf0lx8tjBVgLq0GuryQx0NoxPyW9DvzEU5ZeWVeQVlBSWlHM5XD4AkYBXkpcxNdZpRj6/rLKmuobZIX60PmwO78bTT2wOl8/nzx3vLGCcUFVJrqys8vLDsGXT+gkyPuhT2tKmMy07ldruOYqyYtISFBr9Vx0Pj4fe9fuyfHq/Wl87fcPDbjGvU8nLy9u/bxejunz1dEdBGliHRsTxUHT5vPGPngeO8e73f7L12Ab+338udFW/FmW0eg4YLkkoz10o71ewiCuSwVQIoRqf4JEqgI8ABkVYUoQKA3yJOb7MpA2rupMnjqUkfDq+YXhFFePyo4i07AouD2Uy2TuXDdJQlnryLsHO/rcHPQqF4u3tDQCz5/xoI5Kenv7kyZOQkJDZs2cPGzYsIiJiw4YNJiYm6urqGRkZM2bM2L59+9ChQ9PS0pYtW3bt2rWJEyfWntjMLdvGVN3GVL2whHr9SYSVsaqclGhdtmRT0Ogs/7CUeQIUEXM43MLi8qKSspKySg6Hi8FgMAAy0hKK8tImhlqC3zuWT+935lbwyhkeHbvoeRea3NdGW0vgygoGk3PL9zOCYMqrOUPt5AWpNqPRWe0pSmsnGAxm5hjHey++TB9lj6JoVTVDTESIzmDf8v08apBF3Q9TSozw/fv3+sKPvZeMjIy9u7djgIdBOSumO+uqtxww56Ho89chBroauloqAODpYf/8dehwr/9OukfH8n/t2FAcHQARXEarB4Kr1qRU/7Yi4VFyWLKfGBpPacanAX4oJuEYMjiqFr7SgFBqjOE2vubYtmVDbvY3W1OVExtH7Dv/PjWneuLkaSvc3BAEKSgo2LxxnYo0Limj9EY9DclGMTc3d3R0VFNTc3Nzc3Z2ptPpMjIyACAhIUGn0w0MDA4dOgQAaWlpJBLpxIkT8+fPt7Ozg9/1HhtFXkZUVkoEh8V+js9KSMtvJjckIjbz8dsYn+G2DdKma2oYpRVVZeVVJaUVbA639np4PE5WWkJJQcbcRFfAwF2jiAiTxg22PnMreP5EFwF9W1U1g8dDE9LyDbUVJMWEK6n02qzFqmrGxfsfyUIEBMFUVNEHtyYLJuhTmrO1trqyFNXN4Mb91y72LVcXvAlJHuRi1OKwzgOPw7LY3C3H/aaNshMTEUJR/pbjz6cOt63f/3r0AOPbN6+v37i5G+1sP3l5eQcP7GVQS3YsHtCgJ3Az1NQw/N6E9nOxlpYSrz0iLiZiaqT9/kNkP+fODDjx/7at6Sr4PECwQBLvgKnKtS6JFQ/pkKl6EirC5SpQPqr+IbZIBlM0hqUeSDe4AcgP6Wg+ho9lS+AZSni6SgVD/0tkjIyMWGZexZYTr9UNbNdsnwUAydUgigElBYXzF6/4+vrOXGLZ4gomNzfXxcVFUVFRVlaWTqdbWVklJSWpq6t/+/ZNT69hayhXV1ctLa3bt2/b2tpWUZkAwo3OWceogRYAYKavdPLGjw2tZ/5x37JLltdLeWAy2QFhCaY6Ul9TM75nZvJ4PODz+QAYAIowWUpSVF5G0sRAC99i/5vWo6YkOczd9OztDyw2d5yXVfNtx79ll9x89llOWsTBQjMgPLWCShcRJpVV0AgEHJvNnTXWUZRCQlH+9pMvmpmkPjUM9tN3sWwOb4CTAYJgpCXF2Sw2iqIt5rVqqUp/zy1tQ3FFRyFEwi+c3Df1e9HLwEQhEh7l84e5mxrrKgJAXlHlzx8jpqKivLssbDN5eXk7tm3io1yUj0F5PBIeXTjRwVC7FSut3LyisMgE78EuROJvrRg01ZXKKqixielmRi0r3bSN8soalN9RjZy7lN7n2DBYQHnArOyAqehinyW/LGC2PLD3U6lJAM0/O5TwKDlssTSmeHqN9H1DkqqsOlpYWMjhcCqyPh/cHIEjEJJw0oXS0ksUZaSkZE0MtEQE6EYtLy8/YcIEGRkZOzs7JSWlSZMmjR8/fsuWLQMGDMDj8Txew1T1AwcOGBgYAIBLHy1gFjYzM5/PpzNYdAazpoZRQ6v8FJVUWk79FJWGx2GfvfpQG0LkoSiNzpWVIJnpKz/xT1w0xb2LO2irKkounNyXy0Mv3f9IESYO7WfS1K6bjKSItprMxKF9AKAuLbABCIJpkP7eFC+CEnMLKoa5m9Yfb2ygFfghql/fFh7qoxJzxg5uvGFTV6KrIaf7exbr25Cvu/99u3hKX3FRoavP4v89f6m7bBOEjIyM7Vs34PH4rdv3KCn9+IWuWbXs0GpPOWlRGp0JAK2VoPsS+7Xsf+ydZVwUXxfHz/ayLN2dkoJ0KSggio2BioGF3d3d+re7UFHs7kZAVFBAEZDubpZlc3b2ebGISC4NPn4/vmBn79y5i+z85t57zu+UlDfklWVtbvjy3WcZSTFVlTaO/s3IKb3zIoIiQsJiuqV7ZPcTtraCR83GcCTbNbaw64Ojq4nQ1SDbBQAI0WBtAY6nf7/LYtBdzmXk3co96pjnrfGDTguk08tYDAYAYLFYDAaLoiiK8ggEIg9BAIPB4DB8Hn/UpIXBwcEcDkcQzW9iYhIZGUmj0QQlIivpZeISMgAw1XsiVVwKAKSlpfPz8wHg09NTZYVJbDaXRCKwWRwikYDy+TweD4vBVH2rMRiKCIlCEaGIkKQkxEKjsimiIqvmeV64HTK8hp/Qo7dRTkZqakpSKkqKN5+FS4pRqo0lOww8DjtrfJ/CEvpJ/yBdDTkn6x5y0rVXgB+9jRKmAgCJiC8sodc9vSYsNjczt2T2+Nobiu6udgdPXm9S2LhcHoXcyaXG60VWRqyHrvblh+GKCvIXL1/tOha9Dx/cu3Hdf92GLdXFcRAE2bB25fGNI9gc7vq1S7R0jQYNHpabkyMhRhAsOTZX0vh8/pvAL7LSEgOcG7NpHuBse/dxQH8qRVKiLW1i8orK+9n2iI5Pb8M+O5L/X2FrPxutbgqXAV9OgootKP9+dqdmvzDK+GCUhoDMPjhgDhgcYBGQEOKvhkgk1vy5uvAxmVy12MivY9Zub2MCLGFDJEyNfi+/aKvJnb4e7GKnJ3je72Opc+Vh2OIpzpLiIt4etr53PgrZZ5sjJ01d5O1cSmM8fhclK0Ud6mxSvY/IRXhMFleYiM0Jw6yPXA5YNt21keAaIgFfyainOCEWi8ViMbXsteqC8vl8flesvWVuqALo55OnzlZPgLoCCILcvum/cY7zth1bZs2eb2VlFRoa6n/l0qLJDoKCq747xwV9SXx256ysJOXA6uEtuEQlg/Xk5QcnBzMlhSYefTAYzHB3x7tP3o8Z7tIsX//GESERKirb2mm+A/n/FbaOsdHqXtBy4O4EwNdYshxTAc/ZEP8Z/HbDdTzwdACjBmJ5QOaDtjjoaYAEGf4bCsJlAMOdK4eHjJqRU1xy+eJ5SVGsu6OBllqNajVcWsuGPaK/KYrynwT8eBIQPXeCk7SkqKwUVTDLCY/O6GPZXjsQwiBCJoiQJaaPcTjg+/bQxXdDnI1VFaVuPYtAUdSyp1AZGiQifrKHzdHLAUumuqB8fl15S80qfv3hp2aNOIua9LU3r7bXaggulydkEnfHoyBNSUlJ6VLCtnHDuhEuRka6isfXD7t0/+6DW746atIrp9oZ9/gdr+9k3cPJukfL+s/Kzg8J+zHMvU8jdv41IRIJg/rbP3oeNGpov9ZXjS8tZ4hSSLmFtFrV8roX/6fC1ik2Wl0fDACj8I8j4gBWeEDZkPYKeFhADQArCTRNKDGFHFf4QARCBrzbCt+2AAAc2L87Pj4ei8VyOSwXN/eJE71r9Z+blXrn9q0PQa+3VYeEsYvbZORYLGa4q2lJWeWRy++oFFJZBfPrj/S8IlpSeqG2mqxRD6WOtImqF3UlKSdr3eCvyZGxWf1sezSrDKmSnMSoAWbbjj9VkBXHYbEDHA01VWTyCmkhEck5+eWaqjLeI23JpPrXEi3NDd8EfWm8fxKp694HRg0wXbdz2/MXrzt7IAAAKSkpmzeuHeig5eneCwBkpagrprdx8l9YRGw5jT7Ww7VZEiUpTrWxMHob9LV/X+umWzdMUnrhk4AfBDyuqJTubNeNPcy67h90u0LXvygesbazR9E90EEgGw/ldMgDwHwDRASgHIAHcAvgEPAtaD8lxC22QcQm+Pkz5vxWDxYHQVF05cH3dYUNAALevvbdNaadhiotKbpq5gDB5CM2KbeXoeq00RIZOSUX73xqvKBMuxKblHv7eYSSvISCrPgYd/OWdaIkL6GmJD3D04HB5LwPS3wRFCsvI+ZopSuMAb+YGDU7t1BFqcFlXhTtulHd5oYqqsqdP3VAUXT/vj3J8d8PrR4kK9XYfmeLQXi8Z68/6miqtMCqHwDUVBSKSsq/RP60Njds8RjSc0oG9+2ppyV/0j+wDRc2O56ushnbwaCEyvaz0v/76INADxzY4sGcB0Z0wIQDXAJMAYitiNHxWsIxh58uMO0dGBv3ehYUQybiKWRiJb3+dUUpKak5m++cvxPaTkOtXlIz0lUSeCqqK0urKkq+Dvl5/lZIenYJm4M8ehtVWEJvpwHUBUHQgY5Gs8a1qqI3HoetZLIBgCJCHNzXeI6X46gBZkKWlRk6sPfT141tNLLY3NaMrb3BYDv5+fvWzeuTJ3jqyrLObvNsJ1UrLau4/eCtg42psUHLa92Zm+iV0+hpGbkt7uH7z6wemnIAgO/Oqgb/nzM2hvY9UmHnBzd3I7AArr+i9AvwgMdBFBsgCSryjdP6+5KGAGoCucvhhN38hXOnDXYyBgAHM9X5s6ew2FyyCFVERMShT9+hQ4eWlJTkF1aqKkg4mHWom/igvsYvgmJH9O/l/yhMnEp2tNK9/+obH/hYDJaLIG69DdtvO4HP53/+ljrEueV1Bt5+ii+jMWh0VouTx9VVFEpLyxt6Nzu/rMk6OJ0Lo7ISQZBOsY8KDg46e/qEpZHClb3j2i8mMyYuJSkls00sslydrO49eS8hTq3pYiokz95Huzrot36Xrivwfyls3cpGq6shj4AxDhAS/OQApgLYzwAMQJu7Jmu5DsVvpqy8yqfIVHtzrVlj7QTtEQTNzCt9HfJh4ZxbJF7h0bWTpKU64TYqqDtabZxYrWQIDz1380M7CVtRKd33zsfhrqaNZ2o3Qk5B+cM33916Gw53Na1VV7pZqCrLf4tKMDOtZ9ckMCxxmEurap+2N5OHm+/auW3T5m0deVEajbZ86UJ5Cdy5bSPJQngTtwwU5b9+HyomJjpicNuYY2EwmBGDne49ChgxpC+J2IwUjszc0ryiimZ53HRl/u+WIlE8A/j4bm2j1enos0EVA6YEMEJBnwXYSKDF2LNTqQCwZNnKu6//qImMx2O1VGVmjXM4s3VMDw3ZTvQkrJdHb6Pcerd8T6IRymhM3zsfF09xMdBWbLp1AyjJiW+YNygzt7SVGx7DBjsFfoyo9y0VBcnEtILWdN7eDOyjn5ESV1RU1JEXXTR/zuppdjuXDm4/VaNVVN56+Ma0Z49WFlWvBR6HGzyg95OXH/hCG2IxmJzrT754j2wsYa578X83Y6Mb+FLSB3f2KLou8j1BS4g4r+pvwO1goIoDV2LE8MEAAEQikd+FIxFqUV7BzC+i6Q4wa4/OnwT8mDrKntS62yIGg6FSSDQ6kyJS1zemiuLSShIJ13j+r7gohdmAvVZ2fll/B4PWDLIDGNpX//69OzNnzemYy509c9LWRFFXQ9isyhYQn5geE586cki/Zs2rhIQqKmJn1fPFu8+DXO2bbMxic0/4B84c26fTI4fbkP87YePIhYtHL+jsUXRdJDXB/WiD79JotG/fvmlpaampVeVguddpg3Yf49QnAdFeQ1sVHt0Ig/san7/9cfb4Pq309Pr0LdXJukdDNx0OB5mz9S6FhL+8d0Lj/Zga6b4L+tq/n03Ng+nZJVl5ZVISXX0Bw72v8fwdTztG2JKSkj4Gv7u0e3w79Y/y0NeBYZISYqOG9munSwCAipJcWXnFxy8/Gp8ORsRkBnyOnz7GodbfAIJ0S4vIav6/hI1HzcZw/9oivO1BUVFRQEAAhUKRlpZ+9PBeTmZKzx6Kd/NpfJzo0eOn67bH4XAIr9t8JSqZbEG9t/ZAWlJ0/qS+F+98XDC5X2v6sTbRePD6e0MeJRuOPKdVMBZNcmuynwHOdodO+tcUNr/7oTJSoj5je3epwG4mixsZm5mSWZRXSLPppaGqKJWaVRyTmMOglxcWFgoqRbQfRUVFG9atPLt1dNNNW0RpWcWz1yHOfSyVG86+aCuMDbQDgsMTkjMFlW5qgaL8c7c+6KjL1S1d+zrkp5VJ907z/f8SNto/Gy3hyM3N3bl9M4tRQSHjzA2VitlIFI051sXA3LBqDfLc7c+nTh6bO29hUlJSYWGhlJQUk8lISkzwHDu+tIKTW1iuJCfRuR+hKyAqQiwsoadlF2uq1G8LIgziVHJmXmlpOaPuvGrvuXeBoT93LPVwtNJpsh88HovD4wT2WnQG+9n76FIao4tsq7z68DM6IYdKISE8Hh6PszHVdLDQ1laTjYjJTEov1FKVcbbVc7XP27dn5/4Dh9tvGAiCLFowe++yQbWqHbUV36MT07Pyxo5067AnCWdHywfPgqQkxeR+1bup5uzND4OcjOvWNSyvYCamFcyb2L0rvf1/CRvvn42WcKxZtXTj7L6N7DHM9LSbufH2/Oho4NK0VKVLy5lff6RZ9NR48/IhoMinyPRRA0w7csAtg9cOk0s2BwkMS1SQFWOyuHEp+T5jez94/X2hd7/WdEjAYysqWTWFjcHirNj7+PvP9E0Lhrn1FtYhwsHa9ML1F1JyKtl5ZdNG28s2aqzcMSA89OyND1Ym6sumu9Z918L491TDuIdSWWl7pT8KWL92lc9oyyZr2LYALhd5/vaThqpiTbfujmGYe5/bD954DO5HJv/epk1IzVdVlKz3k959+W2yR5d43GkN/0fC9s9GS3jYLPbtF9+lJCjeHlYUcv1hCyc2jkzKKBSmnn3XpLyCKU5t43VIFOWHR2fEJOaQSeo4LNbSWO3hm+90RqvMZH3vfJw0wlaQbF7N5qMvMnNKti8Z5mInlCFhWFRaeHQGivKLi0rGj3S79jgsMjbTwlhdQbYzM9gYTM4J/8AJw6ybTIdISMvfcy5QWUWz/QaTnZ1dUZrrYufQ5j3n5hcFf/o+wNmmbQ34hQSHxQ5zd3rwPHDsiP7V9gUvgmMbmpMhPJ6oCKkDB9gu/B8JG13/osS31Z09iu7B8VPnJk2cwOMh0Qk5xzfV74BFJOK7r6oBQE5BuYpCm62XFpdV3n0RifBQUwOVBZP7Va81qSlJF5W23OUkIjYzM6/0+uMvtTZC9q9qhmc8g8n5+iNdcCM76VuM8NhLprqkZBa9+xzP5fLMDFVNDTrBYpjDRY5ffT/Hy0mYdb+NR16f8/UTF2/HDXK/y75eQ8zatk8+nx/4MZKHop4j6i+o1jGIUsjOvS2fv/k4ZEBvACgqpSvIiDcUjmRhpPYhPKnFDs5dhL8nvrNJUEIljt6FPMK7JmVpwCoDWVnZmT4+YlSRw+tGdfaI2osemvLJGQ2mRqVkFoVEpAjZ1fe4rKsPwyaNsJk30amPpU7NHRRJcZHWRI2HfE3etWyEs53evVffWtYDn8+/cPvjGPeqFfihA3s/fRmCwWB01OW8hlr1s9V7HPCjU7wiL937PHWUvZC7WZJSUu2qagAQG/NDmK1K4aHRGXcfB2hpKLs6WnW6nYeCvLS2psqHz98B4ElA9IA+DeZuWplofP2RUcmspwpSN+L/ZcbG0L5HLGyi3OI/AKAgGm57QobT1tiYb+aGqnj8X/vow+Xyau3hC6zNleUlsFjMgQtvUZSv30PdUEt24WQnHBYj8qsUp/+jLzQ6E4PB4LBY75G2bz/GZeaVLp7S1i7vUWmfv6WyOQiK8i2M1X8m55+98WGyh61IcyqCBn1J/BiRMmqAebWrZC17LXVlqUFORkFfEvvZdqiVe0pmkaKsuJBel2FRaapq7buJ4Hf5okMv1TbsMDIqPiM7f7i7I7Ed0tRahqGeZvCnb3EJ6UwWp/EEjxmeDieuBs7x6ujtwDbk/0bY/tloCU1GMGhoTU0irTPSbeN6812KwpKKWmWpX4f85PFQKxMNv/thjtY9xKkin75nfqrgPJh8eKCjkay0aH8HAyNdpUome+4EJwCIT833vfOxv4NBGxoRoSg/LiXv288sEhG/yLtKLFMyi4rL6IY6ireeh5dXMO3MtGxMNRvvh8PlvfoQGxWfvXb2wFrThVr2WuZGahduf0xMK3S01hGniijLS6Aov73Lsz0PjBH8DoVBTlqsrDSj/QaDIMirF0+v7mubxDUWm/MqIFRTTXHEIGE/YIfhaG926Ow9a7MmrHYkxETmeDlee/ylgs7smIG1Of8XwobiGRg+7p+NlpAgbMh7qLHy1JVdt8eoyIvFJuX1sdLW0/zbRE5Gihqfkm+ir1Jewfwel1VcWonDYdz6GGqryW5ZVOVNw+IgD19///qDumXRYCwWe8zvfVxKPgaqbvr6Wgr6WvX8WuJT88srmE1qTy34fP7dl99yC8p7Gar2dzCoOZuJScyVFKNUW389eht15UGoi71+IzEXF26HWJtqRifk1F0EG+bex/fa02phw2AwPmN70+isiJiM2KS8olJ6XiFt+hgHVcUGO28lLDaXQMAJr51aqjJFBTnt54N86MD+MQOM26Sr+MT0qNikQf0dqKLtlR/ZGhhMDp4snZubw2BqNV7FVJxKnuPl+PFrXIeNrW35vxA2uoGvSPqQzh5Fd6KyAN6uxk7Zu/xV+EtjE4fzDz/k5723NlZZMKlVtVe6FMWldDYX+fYzU1KcMtDRqF6LYTIRP26IZXEZXeBEtdC7n++dT+OGNFgaopLJufowlEImIjy0ucL27nOChop03YJtETEZADBpxO/E6uGupoUl9A9fk3IKymd4OuBw2FprqmFRaRJiIlY91VEUffXhZ60NFXExKovFrmWvJU4lV69GXrj9UbQ+B6/I2MycgnITPRV1ZalmfbSa8HjoqWtBk0Y0L6B8lJvx4UMHVqxs++AvOp0e8yNi5e5xreyHy0XeBH0RE6V4jqgnb6GLcPVR2MTh1hQRwqPnwWOGOWOb8tDqvsVr/i+EjSP/hRo9r7NH0c0oSYKM/3qvf98bR4TRo0cDwPnzZyevuUXE8ZdNdTLu0V3jIZMzCu+/+k4i4isqWUumujTiwSiAweSkZZdUv5w+ph7zvc/fUiNiMgH4ZBJhjLuFjKTo+VshX3+kW5kIW50np6D8R3x2dfGBaoK+JCamFU4fY19r4iUnTR05wKywhO7/6AsAFJdV2vbSpDPY6dnFGAxGT0thwjBrALAx1dxz5iUeh3Wx1695er32WtX00JRbe+Dh0mkuNeejYVFp2XllGioy2088O7dzopCfqyZchPc+NCEqLttzkIVcM1PoRriaTFx5vQUXbZLo6GgDrWZUM6+XlLTsr5E/B7jaSYp3fmpgQ3yMSNFSlZGWFAWAfn0sHr/60AUXS9uKv1/YeNRsLEcS+/8U/9lWZIfBk1kw4lLVSx+fWT4+s+h0+oJ5s0gEjDgFv3/VsM4cX4t4+CZqiHNPdWVpCpkgTKwai83l8dDAsETbXppkEgEACoorEB5anVj2MjiWgMfN8XKsubbmM7a33/3QsgqmioIkh4sQCXgOF2GyuAXFFVl5pZVMDpGAx2IwZBIB5aM8Hoqi/LrOWwGfE1hs7gzPBjOr5KSpgne5CC8ls4hCJg7ua1zrQ62ZPfDI5YBawubuanfw5PWGhM3MUO3tx4T3oQkZOSVMFjeviGZhpBb8JWnZdNczNz6c3NqMvSgeD41Lyf8el1VewcRhsY7Wui2rpRCTmEsVa5eoSHl5+bKKlu8kcRHem/eh4mJUTw/XTg99bISMnNIfCdmzx1fFg8jLShnpawV//uZoZ9ap42ov/n5hoxmdpv6z0WoRfB7EPQS1c2Ax8/dBKpV6ye9acXGxz4yp0zfc7Wet6T2iO1VttTPTKi1nGOoIW0pGWlJ0oKMhg8k+6Pt2tLt5Dw35S/c+8flg3ENJUpziYK4dl5Jfb0ik90jbqPjsnIJyMVESm4MAAJGAs+ypPqRfzyOXA7w9bJu0HlaUEw/9nibMIAl4XL27fQLszbVOXw9GUb68jJhgqROLxWJxWIG9Vt324lTy1sVDACApvZAiQlSWl3jzMc7DrRcGg7EwVjt380MfK11T/SYyZzJzS++9+iYqQtTTkh/qbNJKk6r7b6JnzJzbmh7qBUXRI4cPDrJtYZR/Slr2l8ifbv1spKW6tANtVFx20JfEWtE6PbTVikvKf/xMNjFsyySHLsLfL2z/bLRaA6sMgraDii0o/OmQJSMjc//BY7/LvjnJXztpaC2BweSEfk9dOq15uyAD+hgBQP/ehi+DY99+jB832OpxQJSFsXpGTsm5Wx8aSQmq9+5/7fGXEf1NhTHUN9RR/BSZwmRxmxXiXxcbU01xKvnJu+iac8q+dmZPXoWMH9WYe3J1Bl51XRsbU00zQ7WDF99+jEjBYMDaRMPC+I9A/Pyiih8J2QmpBeJU8vxJfduqEkp6brmVVRun66SkpGzasHqMm5G7U7MnkVwu8iYwTFyMOrZrT9RQlH/7eQQWi6nXidvOqufTVyGyMpJK8i33Mu2a/OXCxpb/+s9Gq5WUZ8LD6TAtEAh1oitoNFpqZvHCHfdLyxly0tTdy4e0X1XGNuHqw7ApI+1adi4BjxvqbFL9s6yUqLK8hJ2ZVnP7yckvj4zNwuGwwjgjszlIJZPdSmEDgPDozLGDLdSVf3sDWpobvgn60oKuiAScBJU8x8uRw+Ud8wuwMFYvr2AGfE7IKSjHYjEKMmI99ZTbvMAbl8OdM2uanr7hsuWr6paUaxYxMTHPnz1JiP+J4bGOrhsm3fySPQnJmd9+JHSWRZbwlJQzLtwOGelm1ohFwKD+Dncevh08oHfXDONsMV36NtR6KvX8xCPWdvYouj25EeDnBvJ/RkQ7rocFC5fQ6T43b1z7GRlEIuFX7Ll/fJNnJ42xCXg89PztEEMdJen6oh+FJyG14PG7KAkxkXefEtydjFrQw9yJTolpBaHf0hoXNi7CO3E1sJ+tnqxUs+MR+Hx+RExmKY1RXFpJZ7BHDzQf6dbL70GourK0rrqcnpa8oJmYGDU7t1ClmfVTWGxuJYMDAD/is+3NtW89i6ioZA10NGq/9AAAuLTHCwAevPkxyctz5Jhxnp5jW9BJWFjowf279bXkXO20l40d3AKBZLLYr959VlKUG+vRRUMfX4f8jEvOJxJxHA5PWlJ07gQnKqUx40csFjNisNO9J+89R7i0UzZFp/D3fJJ6QfGVeEZ3jd/rQvAh6xNkffrjWN53mBYIVCpVT88g4O2Lq/uaKHTZueQXVyjJSThZ67aynw/hyQsm98vOL1NTamHIu6gIMfR7apPTtW8/s8SpImaGzbDDiE/NV5KTePMxLq+w3MxQTVdDzsJYnUTEH70coKYk9SM+e5CT8bPA6GphE9hrzZrq0azxv/ucMKK/KQAY91C6ePeTW2/Ddq00XROP/iZD+xmfuv5hwvibBw+fUFQUdqMUAM6eORkRGuS3ZzyxpYsK36MTk9Oy3PrZitW3MdkVuPsyUk1JqrmlJEgk4gAX20cvgkcNbWP3nE7kbxY2hvY9YtE/G632IjccHk6H0dfB0cnp0sXzDBanoToAXYGKShaR0JK/9qj47KCwRO+RduJUMo+HmuorvwyOHe7aqqI8XkOtz938MNCx9oQP4aHVm1KWxurBX5Ia6QRF+YcvvRMTJSvKiRcUV3C4iJQEJYSZrKshP2qAWc2Ws70cC4ppE4ZZY7EYXI1NL3UVhdJyWnMHr6YomVtY3kNTnkwiCO8e0lbg8VgtVSl6JXPXzq1Hj51qsn1JScmZUycS4mPN9OVPb63fzrtJymj0N+/DDPU0u/Ktn8PlFRRXjB5YOw9SGGSkJMx66gUEhzs7dqdAsEb4q4Xtn41We8JHIeEpfD4IdssAUHZXVrWiUvrjtz8WT236rsTh8jJySmpOQVIyipzt9K89/mJhrPbhazKbgyA83jAXk9aEDIhTyeV0zqQVl5dPdzE3qio5xuOh09dcmTvB0dpUMzYxV1pSNLewnM1BSHVmGAwm5/L9zwiCerj1UpaXyMwtHeZi0sjlpCUogp0kPp/P5//hd6yiolDTXksYeuop7z//2qqnRpMpgG0FF+Fde/yFx+Nb9VQPiUg20VdZO2fgop0P/C5f9J4yraGzXr58cevGVRIOHetusta7hRWx+Xz+h9DvFRWMLuX6WC93X0aO6N+rxadra6oUl5RHxSSaGndvX38Bf62woXgG8PH/bLTaFU4FfLsMdssAsMSuXDX7+uOvC737FRRXHPEL7mWgPHpgr4aCXC7cDikpZ6yf6159RFJcBIfDOFrplpRXLpvuWlHJevsxvsWqll9Em7PlnryctLyCkqu7w46Td3cvH6qnpQAAIRHJ8yY6MVncI5feWfZUz8wrnTvBqVrVSsoZH74mWZloKMtLPAmIHj3wt69xD015Ia9eUExXkPkjMH34IMeLVx41S9gwGIyPZ+/jVwMXTu7X+qiWJmFzkEMX33qPtJMSp0TGZlavfB5d77H33Lspk19N8p7u6OhIp9NpNFpJSUlBQUF2Vubnz5+UpXFnNg1vjYt3ZnbBx7AoBxtTNRVhf8OdRWZuKYeL1Cra11ysLYxevPssLSmuqtLt/fP+WmGjG/hS0gd39ij+fgQTgG079mxYu/TCzpZs6bc3CA8lkfB3X0X5P46UkpYJvRHy9H3MtQPedVs+ehtlqq+SnlOSmVtavYX2Iz7HwUK7ehlTTJTs4dbC52IWB1l78NmmLdvMzS0AYPu2Lca6inyA/edfU8hEDRXpIf16YjAYZ7t6ZObqw9Ax7hYvgmLFREnZ+aVC+uLXQkpCpLissuYRcVEKk82pZa/VJNKSojM8HY5dea+rIWeqr9J+e2x8Pv/y/c8Th9sIbtkOFto1310906WknOH34NGDWxdxOIwElUylkMSpJCVZ0bi4+A0HptZUNQRB33yMEzLeh83mvAn8Ii4uKnw0/2G/YCIOM8fLoZVBmy3j9vOIRW1RX2Kgs+3dxwH9qZQuHvDZJH+tsP2z0epIVFRUFFU0P39LszPT7Oyx1AaLweQV0p7d+ayjoTiktxrXVkmhAVXIK6K52Ovbmmmdu/lBXkbMVF8Fi8WoK0u3bHOuFnQGx2fDzXkLlgpUrbCwMPzLJ1e7Hm8/xi2c3I9MIizZ/ehBQJIIEbN7mTuVUjudmUwiKMmJTx9jn5lbise3MKOWSMCTSYSzNz9oq8m62OkL0tpMjXTfB0e49G3ebrSMpOiqmW6FJfTQ76lPAn442+n1MmjLsi8AUFxWeenup0F9jRuJ05GWoCyZUk8l6CuPv20/+Wrd7P66GnKRP7Mu3AmLiE416qEijLBFRMWnZeS4OllLNMcfKye/jCimsuq/p/91uB1P6Pc0216abZIyiMFghrs7Pnwe1JUdL4Xh7xQ2HjUb889Gq0NAEeDzAIODtes3LZg7K/JnzlyvBi2gOgU6g52YXkTA4/z/mwQAxWWVAZ8T6m1ZyWBTyEQsFjN3glNOQfmZ68FGukpuDedfC8m9V1G+dz+KUcU2bd1lZFSVMyEnJycpKT1zfJ/qRdFKFrp1x77p06aMWnCxj6XOpvkDanaiICOeX1ShKCfe4mhMAROHWwPAj/js41ffmxupOVrpDnC2O3TSv7nCVvUppKlDnU14PPT41cA2F7aYxJxBfY2bW6W9pJxx4fZnbW2dUWPGXXz0oKgoTFxCsqiM7TO2z/TRTTgv5xeWBn4I79WzRwuCRFb5OG87F6qupj9j4z0ejzd5mJmrfUdsVr39FJ+cUThrXJu5kxOJhDHDa3uWCjh27JiIiIiPjw+LxVq6dGliYuKKFSvc3d1jY2PPnDnj4OCAxWKXL18uLS0NABgM5uvXrzhc59go/523fprRabF/NlodQkkiPFsAILDaunINJ6E7efX1W88iSsoZnT20KoK/JslJiy6e0k/wUkyUnJxRWFRKr25QXFbJ5/PffYo30Vep9uZQlpcY0d80OaPw3af41lw9Nav44fskcwuby1dvVquagKnTZ+4//676ZX5hycSJE6gUgoG2QnRS0WG/4JqNdTXkEtLyWzOSmshKU1UVpRLTCgEAj8fiCHg6veX/X1gspq0cRqrh8VBBwoOQ7R++/TFn852Zm+9vOvlBp5fr/gNH7O0ddu7et3zl2syMtI1z+jWuamwO9/mbj9FxyaNHuOj3ENa6uibSEhQ2i7Vi1boLl66dvXDl5vPvLehESIpK6Vcfhj19H33UL0BMlNSGqiag3tXX8PDwXbt2FRQUAMDBgwfJZPKhQ4cWL14MAP7+/tu2bQsODkYQxNvb+9u3b9++fYuMjOwsVYO/dsb2z0aro0ARiL4BKrZgNhUAYNbseRMmet++fXvV/ifnd3SJLbch/XoOqVEIlEjALZ7ifORywJwJjiVljMfvoqTEKZVMjo66bC1/XgtjdRTl66i3agMpM7fEtJfZ8hWr6r7Vz9nl/LlTNDpLnEoO/ppsY2MbEBAgLilLosrY6irG/oyq2dhAW+GoX2wZjdnKgEwB1x9/NTNUrc4K6Gtn9uT1x/Ej+7est5jE3Dav9hAQmlBRyU7NKhIhE+qtKFST9YeeicvrHj55iUz+Ywn32dOnN/19z24d3bhTZfj3uLSMXFcnq9ZsLGGxWEYl7fixo6a9zBgMBvpn9Gkb8jwwprCEPszFpJTGcLTSbaUJp5BUVlauXLlyw4YN5eXlABAaGrp+/XoTExNNTc2UlBQfH59t27YNGzaspKTk06dP//33HwCoqamNG9faYkAt5i+csXHkIv/ZaHUkrDII3AoliVUvqVTqtGnTcF3YxYCH8hEeeu3R15jEnFnj+kz2sJ3j5Viv67yViYYwpo6NoKUq++VLWEPvbtqyc9bmu0Wl9McBPydMnKyqoohymctWrH72/EVRyR8ZZjgcduk01x6a8gcuvI1JzG3NkABg6TSXUhrj9vMIwUtLc8P0jJyWdZWSWfTobVR10kKb8OhtFIryfTx7S1BFrjwITcksaqgli4Ocvh7CBurqNetqqRqNRrt25fzF3eMaufVn5RTcevBWjCo6ephz68Mlruz10hAvCQ+8lfr9xdYFjZlwtoacgvIx7uZSEhRtNdmOUTUAWLx4sbe3N5/PLysrYzKZDAZDTk4OAKSkpBgMhpaW1oEDBwYOHCg4oqurq6urq6LShE12u/IXChtd/6LYz1mdPYr/L8rS4LILHOsBhzVg36JLIR+CAbquM6zf/c/zJjjNneA41NlEUImm/VBTkvJ0M9q0sX5fNz09vb37Dy/Y/iAjt0xbW3vFqnXxyZmJiYlWVtYICluPv6rV3lBHcek0l8CwxDJayyutAAAGgxk90FxFQTL4a1UOuLi4aHZuYQu6evD6+5rZAyXE2tJpUENFOi2rWF6Gamqgssjb+dHbqHqbff6WNnXtLQlVqz37DtZ998L5cwwmy2fjnXqfA+iVzEcvglPTc8YMd9HTaTNVHubSc+nUfnMn9GmkuHlziYzNXL7n0YM3PwQvB/U1fvo+uq06FxIVFZWPHz/ev38/ICAgLi7O0tIyNjaWz+cnJyfr6/9REcnAwMDDw8PDw6NPn84sSvwXChtKqMTRO/Nh4f8TWhaUJEF5BpSW0NauXctF0M4eUYPY9tK89+pbh11u9EBTCqZ83hyfet/V0NA4cfrCidMXAMDExLS/S7/Lly5s3rIVh8W9CIoaMfd8SsYfeoPDYSeNsLn5rLVFFSJiMj9/S61eMBsyoM/TlyEt6EdWilpzw7JN6GWgam+u9SQgGgBKaQxcAwH0+y8G+V294TVhYr0mh4uXLLW2dUBRvqLsH6l7PBQNCY16E/jFuY+lo71ZzYoHXZOjVz8uWrX900/69aeRAKAsL5FXSOMivI4cw9atW8+ePTtnzpxRo0aZm5tPnDhx1apV1tbWbm5uBMIfj4a+vr42vxCsW3YKXXe9qGUwtO8RC//ZaHUmE4csirryjMnidvZAGkRQaeXp++iae2/typqZLj4bbzf0rozMb9/IHbv2IgiCx+PvP3g4f+7MH9GxPhtuGPVQWTS5t55mVdqsOJWsLC8ZGJbY16YlcXcl5YwHr79l5JSunTOwOgG8ZfZaAOBko/vmY5ygYHcboqsh/yE8GQBuPg2f3kCpVRlpKSKxfveTB/fv3bzhP86959rJf2zzRMUmxSWkOzmY9bZtlSlah8FgcUgiYhoaGnv3HZgxZZzXEHMAGDvY8pjf+96WOra9NDtyMJ6eVRbnJiYmkZGRNBpNVvaP4uNeXl5eXl4dOaSG+NtmbAz1p9S4f/GQnYytrU15eVmtqUaXwsJYHUHQF0GxHXO5EXPPq2sKK0LV848Tp86tXr2GLELOyC076BtYs80wFxMeDz3qF5CWXdzcwRSX0rkIb9b4Plcfhh2/8j6vsErPBPZaze1NU0VGS1XmzovI5p7YCGFRaYcuvh032BIAuAiPUp+/CY3OIhB+qxqNRnv8+DEAXPe/OnnCmPTY95d3eXr0/+00lptfdPvhWwAY6+Gq2H3Kj20++nLqtJkAwOFwCLiqyaWCrNiy6a5P30fT6KzOGhiRSKylal2Kv2rG9s9Gq4sww2d2bHR0VgFNu3Uhhe3KMBeTMzeCm27XFsjKymzasqMFJw4ZOiwoKEBTlj/Xq3ett1zs9ftY6Tx4/f19aKK3h63wS2pEAj4tqyQ9u3iGpwObg1x7/IXB5EiKU9hAufMsWFlFqbm2Jj005bPz22bRqaSs8uqjMFN9ldWzBgj8mvs7GNx5Eek5qHaQ8/3XUbZ2Vbs4KSkpixbMIRJwD+7f0VWmXNk7vmbLsvKK9yGRcjKSo4e5dP2Fx1qUVrDt7O0BICIiQkNZsvr4o7dRI1xNOyx4pNvxVwnbPxutLoKKioqmtvYx/9C07DLvEV3UL/zms/A2D1JvCBEiPz8/X0GheRZ8JSUlM6ZPI5FJX74UfP6efnD1CBmpPwLfiQT82MGWqVnF/114M6K/qb5W0/0LSipPHW0nJy0GACQiftpoewCg0Vl4HPbAieQP4Yl5hXRleQlhnMM4XOTM9Q+0Spa1SfPikAWXE9gooyifzmBTKaSsvNI7LyLneDnWtFc27qEUGFZ7HsniIC8+JF25tkvwUlVVVUNTG8crnzbawtzw9/46m8P9GBrFZHPcXe3IpK5r0t0QKIpWL+lHhH8xN/z951pUSm/ZQvT/CX+VsP2z0eoiIAiSl51GIWH87oeOcjOhUrrWPeXeq2/JGYXujkYm+h0UZOQ9wuL0yWObtzZv0iYtLT3Z2/vAgQMW5r2+f48eu+TioL7GS7z71jL21VKVWT7d9UVw7Iug2CH9emqoSBPwDSbG/kjItjfXqiuBgmd/a3N9PA7BKUjKSjeROsbhIlcffmGyOGMHWyrIir0PTTjqFyAlThGnijjb6TUyk+Dx0JCI5LDv6RgMKMpJlNEYBDyORMKz2FwREnHxFGfcn7neKMqveSQ2KU9MlPzfxfeLl616+vRJUmL88hWrz5w6UVledHzTqOq/NITHCwmNKiuv6NfbolnOWF0EOoNz9+X3Fx/ips6YKzhCIpFzCn5vgo4aYH77eYTP2Nrz+H8I+HuEjUfNxv6z0eoaBAYG9tJXWuzt6DbtxMO3UROHda1wnqT0gkXezu0d6F8TG1PNY/43WCxWrVyrJhk1anTv3n02b1x/+84dERGR4KDAOdtvYYE7faRVTVtOHA47pF9PLsJ7ExL39H20vbmWjalmQ302kt89wNl2zY6zFpZWvS0ai62oZHLOXA8eN8SyOqi9n61eP1s9FptLo7NOXQtaOLlfvUVtCoorLtz+OKiv8Qqf/gDAYHJodJainHjdlgCQmVtaUcki4vFaqrIAUEZjrD/yIjOPRiHwza0cIiO+5CRHGugoLpozydZU7dKequVHPp//NfJnRnZ+H9teCvLSjXyKrsbFe1/eh6XgCXgsFk8ii/Rxcr58dXt1dMxk7ykb1q1esuvhnhVDyET8z+TcnnrKnTvgrszfI2w0o9PUfzZaXYOwzx+dzTSwWKyDRY+wH1ldTdgme9j63vk0aYRNR25RzBtvu2Hd6v8OHmnuiQoKCqfPnhf8PGTosCFDh9HpdJ/pU/yMVM/e+vwlJodAIBAJGB6Px+FwZ4+1Wzi5396zrwx1FMVE6/l0335maas1uOePxWJlpalFJRWNjOfNx7ic/PLJHrZy0rVnQmQSgUwizBrX58jlgFEDzWrNC0vKKq88CB072KLazIUiQqypf9n5ZRk5pQFhKfnFdDoDkZKRp4iKRn3/PmmY2cp9jwvK2IuXrtq3Z3tFBSMpKUGKitm3YigATBz2e/tNEPRoY2FkbSGUi3/XITYpLzy+7LJ/g6GzRCJx33+HPn/+5L1qt++u8Xw+UES6dH24zuXvEbZ/Nlpdh4yMNIvxbgDg5qC7/cSLzh5ObZTkJPo7GNx6Fq6lJutqr9/0CW2BvblW2I+s+XNn7d77n7h4/XMUIaFSqcuWr5y97fiAAe6X107av3dXYnw0m8VOzSy4E5B5+UG450ATv/uhKgqSQ5x71lqWrKCzHK106+32v/NvLIzVeur3ePfxx9P3cnVzIYpK6RwuLy45b8Hkfo0MT0qCsmb2gHO3QmoKW1Ep/cLtjw3N5ABgw5EXNDZRQkJi5KiZampqAmMLAEAQZPPG9dPmrjYyMpoza7qbnda5myF+eyfU2m5MTM6IjEowMdYd69Etbel9731ZtmJzk83s7Oz1DXvuO/tSWUGyw5JVuiN/ibCx5b/+s9HqOvB4CJGIBwAna10DHaWwqHQb05YYy7Yfelry8jJifg8+d5iwAcCiyX2eBsQsnDtdRFTcxtZh6rTpLa7dZWNrZ2Nr9+sVP7+wDOGh7oMGlRQVZOXT/F8ksFmVPcqYP5PzFnr3o1JI1SeKU0WKSumyUrUnWyjKlxATiUnMFRcjy0oQpcQpB33f6qjLVW+YxaXkvQmJU5STsDPTanJ4GAwG+ZWhn5Re+CIohipKXjylweXfiJjMSkTk6LF66t3j8fidu/cCQGpqKhnH+RKdra+jUlPVUtNzvn77qaut5il07bQuSFEZW1tbu+l2AJqamuJ8jKe7eXsPqVvzlwgbXf+yRPi6zh7FP37B/207cmzj6E4cSCM8fhc1abhN420yc0u3n3pLIBBwWL6DmaquurxVM8P/apKaVXzp3qc7x2eyOMitZ5GTJ3j2ceo3e878VpamFKWK0yroBAL+3ds35ma93AcNunP7Np/PT0rJ4PPhe1y2ZU91Z9seFsbqWCxmjLv58auBCyb1rTVziknM0ddWcLLWBYCTvjkaSmIOFq45BeXnb4WMcTfH4bDvPsXPn9RXeOUQpRArKlkJqQU/k/PmTnDC1Wf//z4s6dydr6IUEheBYyfO1HwLRdEL58+79u9ffbt//eqlXS+1U9eCF/+qqJmRlRcWEauhpjRmuEv3lTQAiE3KU1UX9slv4iTvebO8/wlb4/wloRZ8HAPP6KDQ7X80SVFxaSPGtV2E4rJK6UZt43/E56w59Gr7niMnzl7ZvPMIm6z/8GPh1LU3771qYUUSbTXZi3snAwCZiPf2sPbf7yWJyZ3uPX72zGkP7t9rWZ8AMG/+woD3Qc+ev7K0MM/Ly7186TKLzdmydZtbf1cFedlKNiRms/ZfDB4x99ziHXe+RKVJiJErmZxanXyNzqieVQ8d2Ftgr6UsL7FoivONp18zc0rtzLSbJR4kIv7o5fexSbkThlnXq2oAcPlBxOUrN5RUNPgI+9LFczXfOnbsyI3rV3ft2Fp9ZNJk7+fBiQwm293JMCe38O7jgPTMvFFD+lmbG3ZrVQOAqPgsPT1hNwXJZLKYpGxXdj/oCvwNM7ZK7Xukgq4VnvB/TmFx2d7z785s7RJlaxpCVopaWs5oxLx/74XAM+cuU6lUAJCRkZkydRoAIAhy/NiRqetuk/AYDRXJycMtm1X5s1ZAh9dQC6+hFhwOsu3kk9yc7LnzF7b00wAAVFTQCATCocOHevfuAwDBQQHSUpKAwXiM8hw8eAidTve7fOnEjbcsZmVSeomlicb4wWYAUFLOOHvz0+uQn8Y9lAXaVtNeC4/DOtvpF5XQcwvLLYyFNQsuLKEzmJz189wbaZOeXSIqJonH4zPSUncvH7T20Jua7y5evHTUqDFKSkplZWVzZk0nEYmXr95gsHlKctTnr0OUFWVHDu6LbesicJ1Feg7NaZCe8O1XrV6/ZdM6FGEumGDftnUV/hr+BmFjqj+X+VDP6vw/OhJZfZAxAEBB0QzUVRS6uKoBwEBHo3O3Qob06ylI0+ZwER6PL/LLvWn3mbejPL0EqlYTPB6/ZOlyAEAQ5OvXrzvOn7Uzlp02qoklzcYhEvE7lgxevOvB61d6bgMGtqwTPB5/8vT5mkc2btpa8yWVSp03f8G8+QtKSkoCAwPfvHr++uMdJVnR4S7GHyJSVVTUtp54s2/FYMFvQ0VF4Vt0kllPXQDQUpV9HfJzjpeT8IMRFSGy2A2ahdLorLO3Pn3+nnnm3EUAGD9xyi7fB6vWbqzVTE1NDQC2btmIx/B0dHXTk2N7qFAlqWJ/k6QJyCmk9ejRjGxrFRWVcxcus1is6VMnrZ/Vt/18BuiVLB7add3MG6HbCxuKZwAfi0H+Wct0MnLGMPYuAEBmZqaKfGtLW3UActLU5dNdA0IT3n2Kx+GwGAxwuDzB/g2DxYnPKF+7Y0wjp+PxeDs7Ozs7u8kTx7ZS2AQcWDXce81pe4feddW0bZGWlh45cuTIkSMBIDIy4vDB/b3NtVQUxN59oinJSwjaDB/k6Hv1sUDYpCUoslJUaeHq0lVUshLTCt98jJs9vv6qJSXljGnrbixavGzJ+n4CV8yBA90HDmxwbrdw0dK46K+Vpdl5OemWTiMKkkNqqhqCoF9+pNubNx3P0pUpr2C3wHeRTCafPX9pts8U//3t5TvMYnG6nQmZgG7/4EM3PCeaPrSzR/GP34SFhRrqdF2LyJrgcNj+DgYLvfvNm+g0e7wj7td3ePeZtzNmzhGyEwtL6zYxU8bjsetnu6xZtaz1XQmPubnF5SvXlXWtQ6My9TRl8wrLBdGM4qIUNost+BmLxbDZCI/XxJN7TkH5gQtvHr39gfB4y6a7NlShTVqCIitJ/RD0vt5aMzVBEGT5ohnhwQ+UFGTHeC+2dRw0cuSokMjM6gaxSbmTV1/bcfpdm9fN6UjehyWpa7XQHItKpeobGAd9SWrbIQlIzSomEQmYLlxYsRG6/YyNLRcp/mNxZ4+ig8DiQaytTaBomTVjGNuA6Khvoxy737r/o7dRA/oYsTjIjpOvuVhxR8fGVt78cyBWGZQB5gPM8Jm9aslsd6c2yAg27qGE54fGxMQYGxu3vjfhmTJ1ur6Bkf/Vy/6vs37Gvry0e7w4lWxmovcu5OuAvjYAwIfqwm31Q2ewrz36stC7X3UdnEa4sHPs9HU3bt26+e7NKxkZmSnTfPT0/thh4vGQbeuXpib+KK3g/nfkfHVsCBaL7e3ofPflt9EDza4+Cg+MyDlz3m/p4nl1sxe6EefvhJ2/eK3Fp69YtWb6lAlWJuoUcpXx5t2XkUryEn0sdVo5sIDPCdT6cvy7Bd1b2BBqNo4j0dmj6DgIFBhzHWQN6n83Ozvr4+cPnqPH1/92faA8uDYEssPaZngCcnKyjXt0j2JX1aAoPzwm4/2XtLJKZMbMuY2rGgC8CYTrCoB1gTKA9eLiOBL164+M1mQCVLNp/oDl+3ZdvOzf+q6ahWBZFQAeP3rk9+DtgkmOrk42B09dEwhbfweDZ++jh7s2+N8aEZPh7mQkjKoJGD3AZOfhw0Z6mj9/5k+aNGnWrBk+PrMBAOFyQoOfx8dGpaYm6ej2iIhJLygoqGkebW5h+fqh77cjzzkYiXMXLgMAwmlVMfFOBEHQZXsfeo6fXK/Rmr+/X2pK6oaNTWRtUyiUtRu2+GzYcnS9h6wU9UN4kiiFFPY9jYDH9dCUF3IBuS58Pp/J4mC65zokdPelSLrRKWr81M4eRYdCEgey1B//nr69PXvR+NnzRx0/uba88NOcBWMOnthaq01D/yiy4HkLpFv7bPcHfBRpZWJWB8NgceZtvZtXhl25Yc8lv+tNqhoAXPQChafAZMEJgA8Ah46cOHA5pE0WxKQlKAaaEjeud7SwVVNaViIpJgIAeDyWgMfR6QwAMNJVSssuRtH6p20ID/0YkWKoo1j3LQ4HmbD8StCXxFrHrz2J3L59+/lL1+89eHL16lU9PQNGZcWbJ/5P7pzX1jedvmCjhq5pXhk6dPjomlVYAcDOzi6vHIMRUczKyjh/7hQA9NA3mbLmRlhUept8/A6jpJwxefW1gUPHjxgxsp53S0pOHD9pZCyUt0ivXmY7dh9csP3h3rOvKirZg/saa6vJipAJN558Cf7awlXKHwk5pgYdZBHeHnSnG1BdENFsYuH/daJiXFzco3v+F7aNurx3wqG1IxZMcry0ZzxSmXPs6GFUuHAmCQ0Y8B9Q2mhTDEVRPtp1a2fXBUHQmRtuz1646tyFiyoq9X+Tt3+GEyFQ8ufE4MpCkDwEuQAzAehE4sbN27efelPv6c1ltY/L88f3YmKi26S35lKQn6+hUpXA4Oxo/eRViODnEa69TlwNrLXTxuOhF+9+2nXqxWQP23qT1Vb+90RZTSciNqf6yLOgn7M33+WhcOXC8WmTPY8fOywtSaXlxwe+vG3Ve4CH1zwlFS0A2L5z76kzF2bOml13K27vvgPxP3/47xufFPtlmreXuYXlqXN+J69/bsNfQnuTW1g+b9v9XXsPDRk6rN4GmzaskZWR9PCoR/PqRVtb28//ZnhsvsBny8Otl6m+yryJfXMLyuNS8lowwk+RKfbmQjmhdE268VIkW/4rnq7Z2aNoX2R6gGyNvRsMAEUBPXL4sIKikpWV9dOnj75FhNtb6NSqY7Jpntv5O59mTvMi4HE8FMVgcFgcgQ+AIDxJSSkarUxcXGLr9t3V0Xf6HtA7ETJCWjVUXXcAgJCQEF217mSpvnj3g9nzFpub/3YZTUSh7yGQWA6lAIIbfLE+lH+G9Ydg4yxY/it4zUkTFtrCNy7wCfANwMXIiM5qs3WbE5tHzt+6ecKUmY2EC7YTtnb2Ac+uOlrpAIBZT92Xbz8KjmuoSA93Nd179tWcCU5YDIYiQoyIyQgJT/YcZKmu3GAmX1EZy//Uwe3bNs/a+hgDKMpD0jJyN23eZu/gsGHd6tL85E9v7/TUU3EbNolEFmrRLDIyYt/u7Sun93P1Pnb1gHdJGcNn3c6B7oMkpeWmrrstJUY6tHZ4m/we2o/XIfG+9yMOHTmppFR/mH52dnZ5aYGWtnazVj6IRGLdeFqbXpoJqQUG2vVMphsB4aEAgO/OORXdWNgq9C9Jhq/v7FG0L1RlGP/g98v/9u+Zsyh8WD+9yvzcy6ff2PVSX7yj/mc6nzH2PvUFq+cX0RRkxSNjM5cvmokClkgSnTJtho2NrcNKcFjZBgN+9fKpl6thG3QkNCwOgiAIldKSXe7Nx1727GXv1LdfzYNFWChaDrkAAJAvOCQFMAg4g4Dx5+nbXP54KSJCoTNYLRtJLagU8sXd49Yfvvnw/p2t23dXOwJ3AI6OThfOnqLRWQKLSHFx0ezcQhUlOQDQUJFeOs31pH+gvIxYckbhgD5Gy2f0b7w3Qy2ZkJCQmhl1kyaMPX3iP7+zIClBmTBpqoScppmZmfDDC/nwwVhH5s7LbxwEScksCvqSqqGhisfjDx89WVxcvHltqzLcWwaCoHdeRiamF1cyOQwWUslgY3F4PuAA+KJk7OLJvWuWU6DRWZcefrvif7ORoNBNG9YS8VifmXObNQwajUYm1F6kiU/JV1du9oPmx4gUe7NuPF2D7itsKKCAr/y/stF69vQpsyTlyt5xrelEQVYcAMyN1M5sVQOAknLGwYtnz5w8Ii0jP9pzvCB8oJr09HQVFZUvX76YmJgImVyVm5NlpNtxLjB3X0Y9CEhgs5hrZvY1M1StfsLNL6JxuLzGPUG2nXytoW8zfcbM5l4UQRAEQepu+A8b4bF4z3Ueh+G7a2zrdxmxWOzuZUNSMovWrJivoaW/YtVaCqX+OQ2DwXj16hWRSBw8uG3Kx/fp6/I6JG70QDMAGDqgz+OXH+ZMrXp+EiETBGL2IiiWwarty1UXc0OlqO/feveuqodZQSsdPczlxdNHQKDySQp93TyaO7Y5c+fdvnVTQlJK2yj9Y1x57wET1u6o2hNduXzxxtl9m9thaygpZxzwfZ9VyOjn4jbE01NBQUFCQqLmNyU9Pf3QwX200iIKGUfA42iVHMAQ1m/c2oiq7d65rY+ZYlB4pomJSbMGg6IogVC729Ss4oGOzY7X/RGfPW9iM/LxuyDdVdhY2veJBbadPYp2h8/7/fP9e7dObRjStv1LS1B2LBkEAKlZxdefXDp36hCeSEZRPhb4PB5XQpRYVsHUVZc5cih/8NAREyZMAoD79+9bWlrW60T++tVLSdEGaze3OQ/fRj8LSbvif6OwsPDk8SOn70TxuExpcXJGbqm8onJGerqGivQIl56u9vUkCSEImpBWvGl3lar5p0D6rw+UAcAHgHTArQc8B0AMKEsB1xNQAIFt8LKlC4uLivyv367RG3Lj+rW4nzEXLvq9eP7Me/X5KR6Wbr3boG6AtprshR1j335KmD97ioS0/IKFS3V1dasveufO7bevn2NQjq2JSnRSLpNROXqMZ+svOnLkqI2rFwqETU1Foby8nvJs7k5Gx/ze93doIEL3F852eot2vwCYn5YU+y0sgEIVcx08dqSXsDmCdcHj8V4TJtb7Vi8z8zM3Pu1YMriUxsgpKO/VnrEPZTTGrjPviit4c+cvsrKybqiZhobG4SMnAKCwsJDD4TS0iVvN40cPywpSFo8d8Dm62VaQFAqFXcftRVJcZOPhx9uX1L+TVy8sNleETOju9pvdVdgq1Z/Lfjje2aNodwp+QPhZsJwFAGBk1PP+mx+e7r3a40JaqjLrZje4rIQg6LUn4bNnTKxksF3tdE4HP80vqTQwNF2+cjWRSEQQ5OyZU6GfP1LJmGMbPNpjeHXZfvJ1JUq9cNEPAOTk5DZv3SE4npqaqqCgQKFQiouLRUVFZ0ybHJ+Sb2OqXh2LjyDo6RshIZHpc+cvERyZ8RluJ0JFtVKzgLQScMkg7QgxS4DGArwICOZKAj8VNostI0HKzc2t3iMZMtidxWIRCEQAcB80uL/bgHVrVn6NyV4768/Fypbiaq/naq+XlF547tiO0goOYPHA5/NRrr2p6qkNQwU7rGsOPJWUlGyTy8nIyLB5v2ecasrykT8SzE1qmxnyofHcNgAAAh6nSGXNmzrM02vasHGzcbi2v+GgKLp08Xwul7t1++6w0M8zN1//mZA826tfuwrb/O33V6zeWHNrtnGEWUx+/erlvdtXLuwYi8ViyXhkxbLFs+bMr5Xh1whEIpHO4nE4VRWjAKCikpWVWzammXUAAsMSnaxbmDDedehQYSstLV20aFFubq63t7e3tzeLxVq6dGliYuKKFSvc3d1jY2PPnDnj4OBw4sSJs2fPGhgYDBkyxNnZecWKFadOncrJydm+fXtVRxgelo/7f7DRYpVD0A5QtQMFU1i8dPksn6k5hRWLJ9dvVtR+4PFYbw9rb48/nkyfBcXMnzUZi8PzUZ6rnY6xlrhtL82SckZ7Z8syWJyF2+/3dR3sPWVa3Xe1tKrclQRh4mfOXfzw4cPjj8GH/IIFZckqKjmjPb38Vx+qXi0ssoOK6iVYOhBGAaIPPBsQoYCUCEj9aaCBIIiGhmZeZuz379+rhe3goSPS0tLVNy88Hr/vv0O+F85uOvZy28IWej/WRVdDbu+K+k12XofEAVHatb9bW12r5lrZ0MFOvlcf1xK21yE/zQwbS8MvKCr9EhHLQ9G5k5zLK3kHLt0I/56wYtWathphNRwOJz8ve9fSwWtWLpVXVOJwuYun9vca0r7B0kQCwVi4WHxhKCoq2r5tE4FfKVA1ADiybsTXHxnLly5+/PS58P1Mmeqz9/zdjfMGCF7ef/XdZ2xvSfH6LWAaIj41vwWrl12NDhW248ePa2pqHj161MnJycXFxc/Pj0wmHzp0aMyYMfHx8f7+/tu2bVu/fr2tre2HDx/U1dUTExOZTOaKFSsCAwOnTJlS3Q9CzRJJndWRI+9EaJnwYApMCwKiGNbS0rostw3cm9qEwU7Gg51+G2SgKD8uJe/czZC5E5ya+11qFgu3P1i0fH2vXmbCNKZSqe7u7u7u7gwGg0wmIwiCxWIb3OFAgTAOEBPgN2B1WVJSMstnKlWEYGuqmpqSUn28XqMQ1/4DJ/peysilEfCYPuYaU0Y2uGDVep4Exm3YdqidOq+216oZfJuaVTxzbO+6jXko+j06MS0jR05Gqn9faxKJCAAqABd2jD3iF7xrx9Z1G5quEy0MRUVF69euZDAYc+YtnL9wxcFLZ8wN5CNjU/33NcOgoMVMGGK6b8/uDZta+1m+f/9+9vQJDrN8iXefml7G159GPgmMP3n6bLN6cxsw8PaNS9UvGSxOc7+J5RVMKfEW5nR3KTo0oHPIkCHLly/HYDAIglAolNDQUC8vLxMTE01NzZSUFB8fn23btg0bNszV1TUkJOT9+/ceHh4sFotOp3/58sXJ6fdmJo4tRclo492mrkzedwjeDQDwLuBtbErB7RctrAfWrmCxGCNdJREyISYxp+nWLSX4a7KqZg8hVa0m2UzKzFtY/R1E0zy8KUDNf5EAkALEHUBwB9D8rWoVDHhUw5Nl6+b1K5bM2bd80KU9XrPH9w4MeNn4FdXU1I4eO37pys0zF65xKTrT1t4QMrOwBUwcarFiybzFi+ZdvOiblNQGzoFkEUpsUm71S4G9Vs0GfD6/1jZMQVHpszefnrz8IC0pPmqos6O9mUDVqlns7ShJKJ8yafz2bZtZLFbNt3Jzc0eNHFHzCIfTRGTKlk0bnC0Vjqwdcu7MSRKZjCDIgom9960YtubAU9+7oXEp+Q/fRB27Ehj0NaXxflqGW2+DxIQ2SDT0vXB2/ACdc9s9a6oah4M8+5Dif/2OoL5Bs+DXuKX3sdTZdepFQmq+8Ke/+Rjn2tS+abegQ2dsFhYWjx8/3rRp0/bt26WlpRkMhmD1RkpKisFg9OzZ88CBAwBQWVm5fPlycXHxESNGEInES5cuKSsri4r+rgmJ4Yh35LA7Hz6wKwAA/K/dunD+HIXcdWsMKstLJKYXfvmRbmOqaWem1ebW4H4PIw4cPdd0uxpweKA4HVBL4BgDc9uvo/lAPAeYMAAEAAMkEnCUgO/w690SIL6H8nRYdB4cv4KUFBw/dkRFkr15Z1UtHiwWa6qvFBYWZmPToK8/Fou1sLAQ/ODjM0tVRXX25kuH1npQKcSGTmkxNqbqNqbqhSX0oC9JF09+KChlAAaHw+F5KIhQKEpKyoOHDO/Vqxm7szt37Zs5Y8rOxW6CUHW3fjYHTlTZawkgEvAcLo9IwHG5SHhUfE5ugZyMlIujJZnU2KebN8FhHkDQ1+QZUyd4jBrrOXY8ANy6dVNEhCIn+4fDyMAB/TXU1bZu36WhUX9p6V179h06sC/o8AtFaWJmZmZxGWPe9od5+SUbNm//Fhl+6u43M3Mr7V62p/x8Hcw0ayV6tgkUEp5Op7eyFMOy5auO7d8oyBqs5kt0uqlJC7fScXgSi4OQiXgA6KmnHBWfLS/TjLtlbkG5svzfYFLYocJ269atK1euBAQECHa5LS0tY2NjNTU1k5OT9fV/h5CJiorKyMg8efJk//79BALB09Nz7tzmpXT8rRCJRHl5+ahvPwT+Al2QsYMtBT98+ZF+/nYIvZK90LsfAd9moZIYHFFcvBlf1OQS8NgD9DnAtf99kHgV+JcA0QO05t4/CpAAUATwDQiVgLAARSGdBp6e8OoVfA377PtnymB/e903r140Imy1cB80WFJKesnekyQcsnXhAFkpalxKXnMzZxtHTpo6eqCZIJqxGhqdFZuUe+fK0UP76eZWtjN8ZglzL6ZSqXr6BluPv7y8dyIAYLFYHA5Lq2SIi1IAICOnJLegPD0zNzY+BYvFWpjq21kK69qcnV/m9+CrtITIu5f3KRTKQPfBN675l5aVB7wPrNls2vRpF877hn4KaUjYxMXF12/cMnXyODlpUV1d3dv3Hle/JXieEFBcXHjjafikEW2/DjxukOmxo4fWrqtdRk54aDTa+XOn1ZRq55kFfkntO2hyy/q0tLJ99j521IAqV09dDTkCQdhvX05BubKCZMuu29XoUGHz9/dPSUkZMmQIAJw9e3bixInjx4/fvHnzgAEDCARCzZaurq5fv34lEon29vZMJtPV1bUjx9mVefzogYt1N/BwszbRsDbRyC0s33v2lbyMGIvNdajj0HP40jsiAUcRIbn1NlAR7hvFR3lNN/pFYApMPwQp8wBqpIzjfACtBKQPAADhB6DvAWUCAGAA+AjwuQAANYOmg4NhsReSW1pQWEIXZAEKsDHVPH//MTQHgdFwSkrKgjXL189yNtFXbtbpLUOcSrYz07Iz0wKAh29/rFk2i83lY3EEwOBmzp7XSKi6qqpaYU5y9eO/i5PN05cfvEYNyC8qPe33zNxQiU6vHDKgNx7XvKeW9Yef79x79O3bN5/eP46NiRkydPi9B4/qNvP2nubtXU9wUE3weLyKqmZabm7dlK+rVy4HBQbk5uZKSkrNHN32gSR+D79GxmYpqLV81Y7BYMyc7u0z2sqtj2XN4zQ6Kza5eF3vevYvhWHU6DHbNiypFjYbU03hz30d8tOjf7sEXXc8HSpsDx8+rHUkMjKSRqPVLbK3eXPVriwejy8vL++IwXUTCERiJRPp7FEIi5KcxIZ5gwQ/Pwn4kZ5Teul+KIGAx2KwkuIieBx23sS+DCbnWWBMbkG5mpLUQEcjMgnfSA4NAQcMBqOhVGUB16Ng0y1g4aBcGSqWAVQXoSwB4jTgywNXHwCAdBkwRcD9ZVzcUOg6iQOpr/Cy7lJoncotPKQlrpja2trnfa+sWLZISzFu9cy2yQcQkhGuJiNcqzSAxUFW7jt88QJl/sKlRkb1RMHNnDUnxLjn4j0XUB4Hw+dZGyunJ6fee/K+koWY9tTzHNrC2qpeQyxWrVy6avX6iIivkZFfZ8+cumnLziYTvBpi7/4DdQ8eOXwgJzVq1VS7LScD5OXl/J98s+mlQRa68kCT3Hv1IzaTt2L93hYPGwAePXzo7tjDrc8f0khncOZuubt+884WdysjI8NgN+PhryYVdFZDVfS6HZ2cx0YkEltQOrYKLAJod83DaxmbNq51t1MbPdCUzUEyc0tpdJaFcbepfDbU2SQ54efUkbZEEgmHxVQyOSJkAgBQRIiCVJtbz8JPXA0UIRPMDFV7N1BNakhfg//279m0eVu97x4KgeNvgIaFou3wR31EHpAWAz8JOD0BqADFQLgBKA24TVtngAYJbFWArqp29VHkyhn9qo9HxmYqKqkK/en/gEqlnj7r6+/vN3n19V1L3Bt3SGknyET8sQ0js/PLDp/aW1zB27l7f13rwt69+9jbO8T9CIuPCf/65Us5nWtraayiJLf79Mvs/DIhJ9m1GNhHX0NZcsbcOYoKspf3eDFZnKUrFkpIygLwEQTh8XgIh4EjUA4cOtritDxGZSUHI3742rdDR07IyclFRkbM3bxr4SQHDBbbS1+5pilMSETqsSuBNw5NrXk6i4NMXXNdVUHyv9X15DXHJOY+ep946UrLK6gBwL17d27f8vf/b1Kt4wu231u/eWe9zxnCg8W25K74Iz67p15HLCF0DN1YGCrVn7C0HmEYCmJxMwnl3dvZTEjycnPG9LU4fOmdtISosoJEfEq+pqpMi0sudTyCWBIiAQcAAivCmuioy4mJklMyi4K+JEpJUIx0lRhMDkWECAB8Pv97XHZIeDIWi/kWkZifn1+zRlc1vq8gZWOdP2oUiOOApwiIIFntAeASgcuoe3ZtpDCgQQQJAC1VmLD3wLTJf5iZ3Xz+3WfBBqE/ej1MnOjdv//ADetWYQGhknFLpjiqKUnRGaz07FJZKdHbL6J01WXdndomRI3B4gR8TjAzVK2lRioKkvtXDcvOL1u2eO7WHfuq04H5fH5q4o+Yb59RlGfQ09rDa65NX4+D+7YdOvvgv80zKSLE1oQYZOfTRETIHA57ye6HoiKEcYNMB/1KnEJQlEzExyTmrlm1/PTZC83t+fOnTwwmY+36TTUPmptbeHpNffjxE8Llbj/59tiGESoKkiXljI1HXhBFZXA4AgDceh75NjSNRCLxeDwWh7d2w9bv3yJmrL95ZqtnzcCT7Pyy7afenb94pcWfXYC9fe9b168Ul9Kr/zsiYzPP3wmrqGS1UtUAAIcnltEYks2M2g/+mjRzXEcnyLYf3VjYRNM8RNM8OFKxdOOTPFIxnq5O/TkLT+8G+08thsPhPQ+MXT2rKg83JbOIVcdEp/tioq/yOuTnhGHWEmIil+59fhkcK04V4SI8FEULS+h2ZlqzvRzxOGxfG711a1YKPEcETL4KMSlQwYJShT//orOAeBwgEvi6gMgCAJDOA1IIvD8naqp4kMWBCAAOgA/AAeDxQRRAGsCQDWSAyjzITM2rqGSeux0607PKyE2CSi4pKWnlR1ZQUBBUy0xPT9+xcyujooRAElNRVaXT6Y5O/UK/R779/Hj/qmb4IdULi4NMX3/bqa/L5T2P+1lpqSiI/0jMz8gt5/P5R9aPoJCJKgqSR9d7bDqw99SZCxkpcVERwQiHo61nMmjUNDyeAADBQUFnTx1ms1miGNqMdddc7Xu0zHKJxUGmrrmGAkGUKubs7OLu7p6WlhYTE3Vz/S0FKcq62a4yUqIIgjJZXBwww8JCbWyaYZt3+tTxq1evrVixou5bg4cMHTxkaGRk5N5dW8lEwoGL76MSilav25SYmFiQFJSUXvjyc9aZs5drJjj26mWmpKQyefVJSyNVURFCfFoRk83jorgjx0+3MhISAJSUlA4cPrl+7UoDDQlZKUpkXC4XJa5YtTU+Lq6VPQPAkGEe1x6/mTdRWJVKSi98/C7KykSjDYO8Op1uLGwCiKVGxI//AQBLPoxmto9HLCfQdMTipuP+RoXjI8zVszyqfubzGUxOfhHtdchPMVGyuZGalqoMALz68DMtq7iXoSoBjzMzVG3zgPv2g0jAVUd7Th9jz+Yg9VZkPnH9k5lZlc/ygSAIjYOnAIz1AIJvJQqY90D0BSgFwAFHE/iCeMgIwL0DPlJb1dSJoI8BGzb8Ebz0J3lR8HmF8roNWx7eOFV9UFNZMjk5SfioyMbR0NA4c9Y3Ozu75rbNqFGj/f391hx4umd5q7I2/e6Hjfb08vQcO33GzHfv3mWkp7mPGm5hYRETEz1r05ZLu8bj8Vg2sxJl5t3zP6auZTBg2GQi6Y/5NJ+Pony+CJmoqqArrajxPPjnqIHmLdi1QhDEVF+JgMcjCE+OkHvp9B4KmfgzpUBeUSU7L89r2SVNNXmET5CQlKpkcPbs3OrsOrCgIC8vN/fchUuN90yj0W7dumVsZOAxclRDbXbv2KynKbt8//PhIz2Xbxqdnp5+1e+ihCgOQRB7hz510/bdBgx0dnH9+PEjm80eM92sbWssqKioXPK79vTJYy6C7J3lJhBL4Q20GmHgQPcFd38Xqn33OeHm86gTG0d9jU6PiMmUkRR1ttP7mZwXnZAjJUEpKqWrKUot9Hbu1kVq6tLtha0acoENucAGANiKn8rN9qEEGp6uSY2biq+oP1y4O1JWwfoel9XLQBUAMBiMg4U2k8Ud425RyWAHhiW+CIrBYDDSEqKTPWzjU/MrKlnHr763M9NqVmRU16FeVQMADECvX4VO9j+B/DkAGr9U7SjAI8DKAVsbQBeABfAFIBqABcABHgtq7arrEEEJwJ7dlE8BH1Jeg7yFKRcn5bPh5vkd4wAg/Gfu/GWzW/cRa1M3GGHiRO/jJaW7zrwx0JTLK6oYOcBESa7Za4Bh0dmnl4wCADKZXLMCgImJ6fhx4+asOzfYUV9dTQGIMqMm1l/2xalvPwtLq1UrlwWGR9sa0qbPWjJn8wnfnc0uYkClkNfNru37JZiRK8iK7zn7NiG9BI/j5manDx466vGj+3mp4YP7GT9+lxsQELBvz055ORmdHnqbNm+v2zMWix0wYOCatfXUscrNzc3OzraystLTNySRyZcObAWAI4cPPH/2VESEwgXq608pN27tr3fAeDy+pjVEm9NQodHWgMfjuTWcAHg8NCOndPvJF70ttOZNdCoornj3Od5IR2n+pL40OktMlNTd/Y7r5e8RtmpIefakPHsAYMt/rTA9ihJLsQx5atJkQrGwqTZdFnk5KYGqCahWLFERouegP/xYzQxVAaBnD+XXIT+7qbA1xOG1IxbsvuLU1zm9DPgA8Gt3Fb8OeMnA7wM8APwLQBMAWMBnA78+uw9NAlABtDFgwRbqopxKiDxNdN09+U5BldsyrZJb7UvZtnB4cCETSjUBACYCeE2YtHb1SkUtDQ0TxfnbTq2b5Xri+icU5W+c66qrIdQcgg/4mtMRFEWT477FRX/l8RB1LYMJM1Zd8bsoElkmItqYZFKp1JOnzu7euS0h/NmXsE9ek31mbr4CfGTuONtqg+kXQT/VlaWMdJuXnIfFYgV5FGtmuVaPcNKqG8dPnr1/7+6lx2FYLM7e3l5PX6+8pCAs9NPr169MTXvl5OSYm/+O46dSqfWqGgCkp6ctW7asr5OjgoLcvXsPR48Z9+zJo9TEb5ISErJycgPdhwwaPASLxT5+9GjY8K5epFRI5BVVYxJzBW4mbr0NKpnc5PSCAX0MAUBeRmz8kKoFj7r73H8Nf6GwVUMqsCIVWAEARyqussdVnmkOcMUoqSNEsjs0xroNae4Dcn4xDY/HITz0b1pniEnKJZHJAGC/CQpXAABgkgC/AEAN+IaASwPMfcCwAW1AsSgAegQwwIAWB0jNuW5FDpDSe9k5DZy67o6KHIWPafvvTnIJOG4FthQwXIGlCQBwKQZkfIbt27fH0dGppKRk586ddwJzTpy5zOFw5syadmn3uCbXA8toDApVDAC4HHbs989pSTGAwegamFXvnwGAi9DuyWvXb3r5QAOLxbgNdB840J3BYGzasObE9c/GOrIRP/MtrW2vPH7nv39Ci38DArBY7GBHvXt3b8+dtwBgnuDgkaMnORzO+XOnT5w4npubJyst4eLSP/ZnzAVfv8Z7s7OzX7FihZKS0u4dW8zMTI2MjB7cuy0mrbJl15oL504zGZV4PH7ubJ/s7AxHJ6e2qpDQuQwaPOzZu5vVNl0e/U1uPg1Pzy7RUGle0VEuF+HXyXLpFvzNwlYNsdSAGLYDAHiUfLrelUo9f0Dx5HwHSpInFuk2IYUtQFdDPj275OjlgOGupkI+3XdxEtLyd58L9L10FQAQaeCrA+QBfiZwHQBygXQD+NnAodd/LgWAAqBCgMFcaLGr1bRpPtOm+YSFhUpLN7swcZMcC4T8qYAK5iGVAMsgvQB6Lf3o6AgAIC0t/f59IJFIBAAKhbJ46cotx841uf0WnZgliuc8vH6SQCIbmdoOHz+3lUtPbsMnHtg02224t2AY/x08SqfTjx09yufn/vgWZmHUxN72nnPvcgsrNJUlREiEQU6GX6OzPkSkjnTr6WSlQ6OzLt8PGzvITEFWfNIIq4krr02c5F3TaIZIJM6bv2jqNJ+0tLTS0tI7t65LSQi1MDtq1OhJE8dLSMns2fsfAFQbMa9ZtxEAdmzbbGMknSWNTU1NrTkL7L44ODhcuXiy5pEx7uaHLr5bNt1F+IdjGp1Fo7O66ULl/4WwVYNjKEh8WwEAgOVU6twt6b0MMFx8pTolaRyxtBtYfzb32QmPww50NDIzVHv6PvovELZjV4LD4wrPnr8kSNCmrAfIARgF3L4ALwAbC+wazro4ACkADIAMEYgAeAyI8UGRD8poy1WtGisr60EDB/TooTPJe1qtsuMthsaGq7cBrY4knwsgAZxe8PQVjPwM9w8CAAhUTYCUlDSXW3+qPp/PT03PiU9K53C4mQUVKlo9R3jNa5NBAgAWi8fh8bSyInHJqgxUKpXK4XKJeJg91tbevP7l2czc0tjkvB/xeam5zF17DoeGhtLpFUdvhmhqadn3Nbr2+EHPHkrT1lyj0Zk/M5hsZnl/O51VM5x2bNu8779Dc2ZN72VmPnde1f7fxAnj58ydN3Cge3Vh7osXfb28JtStaV6Tyd5TnZ1dav4CBSAIkpwYu2HXuG0nXrXq99KVwOPxKP+PezsOhx3R39TvQdjUUcL+uaZlF+O6T+hZLf6/hO03KFE00Us00QsA2HKRdL3LKKUAUIJITl9K6sguW+mNIipWWEKXk25GtHFCav7Dt1GLp3TX1VcBCWn5206+7efqfmndrIJKcNkJzMlQqA6YVwBGwMcA7ifwaqhaTxJI8kAJAyJ8oHCgZYaMVEVQqGkwxAdVWwAABoOxeNG8uRN6O1nrrDt4KCFhkLf31FZ8OACARz9hmS/Ql1RFwWBiAFsGPG0ABNjX4CUZzAN+Nyamw/wB4H3DQFJBe/qGu2IUfF8rzZTMkp8pub10JNUVqRgMaGkouzpZE4mEG08jOJQ2fqZxHjTuyZ3zE3yqiqvl5+eHfgyysrF7+CHv3uuY/atqF43bf+H9h4h0CwuLPo6jVri6AkCfPn2IROLYseOWLllYnvdz4jDzBTsezpyz4O2blwcOHkFR9NIl3z3nnsvKyQNAcXExjVZR7TizYMECQU1XAcHBQe9fP0xKiNu5ex8APH3y6OuXsOrCs9UMHOhe72fJzc2VkRABAAwGYqKjuvWMrZABkTQYoAgAYNLL/FlQTM3CUj005TNzS8Oi0oTcdDfVV5GUEG26XZfk/1XYakAqNCcVmgMASqQztO8W914MGATHlKOkepAK2uZhvK2Ql1PIzC0RUtiKSulXH4Zpq8kun96/GwX91wJF0R2n32QXcY+eOC9Y/bsZDhFWwFcHACA+B44+QDLg+L8jHuUBUB70b7XvGIECk14AALx79zYtJXm6T1UJwE0b1k4dZtTbQhsATm4ePXKB7/jxE+pOBZrF9NNQvA+qNv3ogF8EXFsAANxLwCLALIVvpb8bW5Ig5xmEHoaNm7YiXM6XTwHvXj+iilK9xo559e6DjBx14rDfkUSu9norD7z09p4CbYe5rcurh7+TlLFYbA9tpYz01Et+1/z9/TYcebFjsfu0tdccrXTsemnsOhuQkZXfz86AWZZ+y//8javngY+SiDgEQbk8KKtg9B9pufX4c/9rNxUUFIYOHQq/6iH4/PqF/3fwaFBQoJtb/8DAIDwe79q/qpBmenr6jOlTtbW1Vvn0P+pfVWHowIGDs2ZXRavS6fRXr16NGtVgAgAA0Gi0/OIKFEV/JBYsXT+6DX9LHc/3bBgTBj8nggqAz8zZSxfMqClsAOBsp3f40ru/LJqsXv4J22+wHCo1bgo1bgoAcKTiGFp3KozOAQChzICSOrormJtkZWXoju4nTMvScsalu58XTO5LJjWSoNUNmL7+1kjPSZtGePxxVPCZaAAVAFggvgPOr+maLA56YsC4Td00jxw+2L9/f8HPQYHvOYzi3haOgpdYLLa/veHG9av37m95nc+oPODqQ3UoC9ELuGYARIBYwMYC988UfBKAJAatwMc/vR6eBDRJVaKOQa/Vmw7hCUQA6D90wtTJXu599GWkqp615aSpw/rqzp4xEUFQHIE0eMjwRjK9hEdcSiY7I0lFXRcA5OTkimmIQIcmTvTekZyy6cizCgZSwpU5cStq739Hd21duW1R/ROmqt6o5MUL5ly7ebfeHSANDQ1Pz7G3bt6olWr2/NlTcSrRtf/A/ZceCkr0Xb1ymUAgjB/vJWiwZdOGT6FhHh4ejWwsGRsb6xmaXn/yVd/AoPWZ150LDgsoCp4A7wGoVCqWQKHRWTVDHzEYTG9LneeBMYP6dvsQ8cb5J2z1Qyw1IJZWGSYxlYPoRmd4pCIMH4cvMRFNHdVh/iYkMSBQgM8HHAEAgMNmCBOhG/A5ITYpd95Ep+6uasv3PPIYPWFELVWDqs1G0g7g6gI2BTC03++o4sCe01i2dQtwHzjIxs6ewWD8t293QU7y4bV/jGfh5N4bjzwPCgp0curbgs6TS8DrEFT4VL3EfgQgA18MAAXMy5rWX3xp8RRl+a9KIsWaKI5Xpof/NpzGFNebBRV5EPm+qpG6I2zYvH39rg2nt46pPnP0ANPRA0wBgMHinLz21ufxg/NNRRI2yVDPWY9vnZ2zYp/g5axZczZu3Djs65cVK1dv2LTl5cuXs3v2JJFIa1YtW71i8SzPJqrGOFrpsNi8CV6eVIqIpJTMth27a/lck8nkx0+ezZg2uUcP/TXrqr6Y3lOmSkpJe3p6jhtX5XbmMXL0eK+J1WcZ9+xpZm7WZLjEpMlTt27e8N/BI836DXRBcFjAoBAGMAfAF8BrovcJ/5trZ/ev2cbGVPPG06/CL0h2U/4JW9OI5DiJ5DgBAGARpsqbCtNDCLEMy8cSyoxE0oa360xO3hRG+gEAUBWBTqfjMUKVYP6ZnDd/Uktusl2B1KziOy+j4lILAUN0Hzy07vRioBFIXIEyV4A8QNUBmwZIDTMREraNVQ0AwsND0xK+lpQzxrr3cptRz3Rn/Vy32ZtPtUDYnA7BDxTKfYDfo+oIfjdwegEAEAOBz0LFJZOUZCPIpFIATClNOzXLDY9K23OqMsoLfsCzPzOqTbxg1DXdHkbmR/yCF3s71rochUxcMd15+8lXnz59sre3h1agpqlXXvK74G1mVjaHizx/8WLZ8pVYLHbgwIEA8O7dOxMdicXeQiWHufXWc+utBwCnrgWvXL70xKkzddvo6upZ29hcveJ39eqVFy9fUyiU8ePHA8Aoj+HGxobbd+6tNeWaNt2nbid10dLSuuTn33S7Lk9yIbDlgAfwAMABwKef86ULp+s2Gz/EasyiC0OcTaeNbPsydV2Ef8LWHFC8SKa7SKY7AAAWYSoF0I3O8EglfOAT6BoiWW6kvDbek8PiQeqXbq5Zum7qSCthzlKUEy8orpCXEWvbwbQrDBbn7M1PkXF5cvLKQ4d7rtzSr6GWerKALwcA4PUG7FdANYBEBF57VvLBYnG7lw1u5MGfTMTrqIoFBwc5OjbPpSK1FMqqCxVUAnEq4BXZMuwYhbwfxAomqospLu+RnDmAyZYGAGkc9MCAJa5RnxQMAMDyFatXLl9y6/m3sYPM6jbx8bTdfdGvlcIGAGqaepGh78xtXQDgou+5ZdNcngTG79i2edOWKmeQrKwsGSEcuqeuvYHH47FYrJqiuJ2pWlhs8ZlzvvW2XLt+IwDQ6fSUlKSaxz1GjoyNiW7lx/kL4CCAEgAASgHWPQXjXiAhJZNfRKtZR1AAH/CvQpKH9TOUlereq68N8U/YWgqKF8l2E8muymzlyEUwVV/S9X35GD4GoZDybSiZA7GsllbkqUNqaiq7ssjOTKj7ppgoqZIpREWWrgGNzlq25xGOQBnuMXrJhmY4DCHDgPQM2Oa//LTaDfvefbYcf9X4LpGspCiNViF8nwgKq58CnQAAIFaQo5DwQ+ZIGioGXBKxEDVOuOfJKP1DEtQIoAjgzgWccBK+/8DhKZO9nG1164YaKclJsCtLU1JStLVbtdgwdPxs36MbBcJWQWfefR1tqq/0Ljg4MzNTTU0NAF4+f3R519gm+8FhMes27dLW1j6wf8/tN3EXLvo1vnhIpVJr1S3ynjINAD59+qiuriF8jbQd27ZQxahLltZjmtxNQXiA/vou0K7AvAzY2H/o7RcvF0yqPXeXECNr6ppsPvbqxKY22HDtgvwTtraBWGhBLKwKReORi5nqz0utt/JxDD5gCJUqpJw+Irl9AW154NzJ40cWTBS2qC6bg3QXo24WB5mz5c6mrXsMDITNI0wvg6p0DGUAwV2+ff6KOZWQ/w0UzGDaNB/fC/z1h57tXDq4ocahP7JmrRgoTLeXwmH3NRqBH0vWiOuhzYDrQFNQLSD3zGK7sYyxAEC6BAjtj1MkADQAXLhNeVoC0LKAzwdBTu3qtRv3nNhzYE09K4GuttqPHz9cvHipMANuCHFxaTaDgSAIHo9/+vRpUmJiTm72jIVbBRWFysrKysrKbzwNnzSiifWuvSuGLF63YvyEKctXrmnyorm5uWtWLRs0eGjNvTQBD+7fjY2NffzkuZDjJ4uIBLx79zcJW14F8KUBAHQASANACgvSPQc8v3e5bsuFEx12ngtWU1H6/C3Nzkyzg8fZAfwTtrYHx5KhJkyiJlRVEeTI/GAqv2Po3kExPAxg8DQNUr6DSG6fZulcQX62gbawdShyCsqrbfK7MgiCTl19bdW6zcKrGgCcCYFygacgClV2PzW8jfFtZwBUmQ/3psD0ICBJwPQZM2fP/FhSzqi3+h2Kongipa49fDWMyoqM1LiMlLhDz+nlckB2Ei/QMyrSHoeQRAAAKgE/AhBrAABMFvCLgPenW7MmCZyadGoGAIDsMHi3Dlx3AwAYGRnRWJjcwvKavslP38deefxNXV1j05aZQvTXBGY2/QKeXXMb7i0rKyuoGLxh3erCokINdc0ly1Zc8b955crl+dvuergYufUxbKgTWSmq//4Ji3fdoVWUT5zo3fgV16xenpaepavbo+5bU6ZOz0hPF37wZLIIl8u+ePH8tGlCbcV1fULiAbwAABQBPkwXHMNfw9Wz6WxupKahIJqclhkahf8nbP9oCcRiE2KxSfVLtvxXllIgQ/emQOdwLHlSgQU5zwnLaDCL9unTJxaGzUgyRhBeZxrhiGoAvv6FeztXLFFGA8gUAAAUwWPxM2f5cIWpY12Dz4nAdwAAgK8A4gDM38KGByC0qbNdQRTcnQBeTwCDgeUr167cseHCznrW1rBYLIqwysrKqp0GiwpysjOScjKTuRw2AIhQqOpaBiSDkZ8yqeXz/zgXkwT4WcAzByABLgOwt4FTWbt/MgjrloKwINIXNJxAdxAAwLoNW5auWrpkiqNdLw0A+BSZ+igo7dqNO801HW0It+ET//tlryWAyWRoK5KkyKWjR418/uLl4sVLw8LCggID/Nbc7m+rOaXhaIUj60Ys3/MI4SJTpk5v5Iq7du+XkZGp12TEyMjYyKgZUeyTJnsHvn/7/Onjv0PYkkvgezHUY0aAqf//ev+qYQu23opOzP38PcOul3p7D6+D+SdsHU21NbMARCKJpRRcZrGDj2PyAQOAIZTrkgutROk2WIQiKB5WVlZGIQs7vUNRPp3RqRtsFDUgKx47dkxERMTHx4fFYi1dujQxMXHFihXu7qN+RH48f8nPwcGhrCjn2KkLX79+JZPJW7ZssbS0HDZMqA223GIAKQAA4lPgyAMmGwAFUVHg8UCcA8pCxY02g9QACNwK/baAnp4enihSb5vKSqazpeKx/RtMTYyxGCwASMspqWr2MOplV9Mjw2YR0OpUXCGsBI4dABGADnALuHVUTQkv+LjCUlkAL5bAdGugyIKWltbV63fmz5osELZzd76ePn+lrVQNALBYPP5Pe60Dh475Xjj35vUr/2vXBUdsbGwEVeu2b9t8xO/DYu8GFx4OrBm+aOcDBQVF90ENLvkKv4XWJJKSkstXrElI+NlWHXYuAQlAq72VJqD+/24sFmtrrn3j6fezN0P+Cds/2hh8uS61XPf3ayyHqRjK1/pK6HObj3KL8ZiD2zA/45JHuPYqo9ElxZsIYcrIKb39PHyMeyfbAoWHh+/atWvhwoUAcPDgQTKZfOjQoTFjxsTHx1+/cWfbtm3r169XVVYoLS3duXPn9u3b2Ww2gjQdFPEoDhZfgBLBU0EmoMEAToC5D5sPwrgBEBUFq71AjNVEJ80FYULW56qfWWw2n88vLavILyzJKyipoFdiMBg+n08VFZESJ2eUEUaMn9tIVywpgD89e0lHAChV0zHCzXpUDQDksWApXG2daooToTAGNPoCAOTm5pbRqvrFYLGtdEipi8uQiU/vXvCasbr6yPQZM6fPqGedc+OmrVMmjql7vCaH1w73Xn3ezt6hY1z27ezt7VodHdpFKGMAr77nLoqoaHFpZXXCfk2meNhIi4vgcN3VlqgR/glbFwMliuQ4imMd578AIhUA4OZ1//IyGopyr956zmZzAQCDAQKBoKIoq6Gq2ENXTVzst9p9jEz2HGSprtysR/w2prKSsXLlyg0bNpSXlwNAaGjo+vXrTUxMNDU1U1JSpk+btG3btmHDhn3+9GnJkiV+fn4TJghb5WSlP6TtBsAD5AJ4A2IPwAE0H5TVQVsbtLUhZCjgngC0nbbxRAp4oln5hKwnt/P4fCChJU9fhUhJiivKS1ubG1JFf99IMnNLP/xs4tmfAvB7Ks0D0hzAlAPLCACA9BowZcCt7yw+CJWZhwKkA5SQoACAD+DOBA2Ad+/eXr5w8r9VVVNheSlyTEyMsXFbuk6YWTu9vH9RmJYpKSlyUlU7lHQG5+DFgCVT+lYbDtDorAt3Ps0e33vMAOMb16/Nmdtmrs3/J+TTga9az3GEi5BIDYaSDXXuefp6cDsOq5P4J2xdGhaL9ejh3boFruh0RnxyRnpW3qfwaDabW7WhhsFIiFHP+cd5DrHVVlehUjunIs/iFRu9vb3pdHpZWRmTyWQwGHJycgAgJSXFYDAMdTUOHDgAADExMQQC4dixY3PnzhXSIJ+H+/UH6wdgCEAAOA1QY+1x/224PgISHjV7zCi5mEfJ41HyEEouH//b7QPLlMNXqkog1kPGKGAw2OjEvPtB0Rd21rOYpiQnUV5e1vhVFMhQxgIgAwAQjgHCA54RAAD2KvCz/yhNIICKAV08mNQ+XD8sgFA85LCBBoDBAEsEAODa1cvntnkSf9VsmzDE/NbNa1u37RSuS2Gpaa/VCNra2ln5NDqDQ6UQNxx+5uA8bObG6wbacpvnu2Gx2Fmb7niMHj993fX5Exz8r7zo5+zSrJCif5QxAer7xrPZTCqlQbsiwZJDOw6rk/gnbF0Ltd5AVQA+H/AkAIBNG9YumFDPUgmVSrHsZWDZ649vPoqi6dn5/neDY+PSAj9EcrgIn8/HAAAGg8ViZGQkZSTElZXl5OWlleSk23CjpRYqyoofP35MTk6m0WheXl6WlpaxsbGamprJycn6+vrAq4pkJxKJfD6/X79+Ojo6169ft7W1bbJnx6HQCyAB4OcH4FkA9hNAGQAW5Gp8n0f7w1lLKE6ofS4fx+GRilGRQpRcxBMpRInlAHw+BsXwcQB8LFsax1DE0zRJefaYOiX6yL8C6FeuXucxYhiKonV/e3g8tpEbBAuBjc8hO7FG5aHnwLMHACAGAS8LOPUtNmrjYRBX2GqoMUTgY4D254Kuvr7Rm8/x1U64H8JT1dQbjE6sCYLCwUC4FwpFTCAQAGFDfzM41YBF8FDPWY9unZm7Yn+T3W7austn4/pNc1179lBAUfTmnQcvX76YtOrM3uWDJSQlxo8fP3To0M0b15GIuBnTpwX8Kj7XViAI4uEx/MmTZ23YZ9dBQxZEYoBZ92GA38Qiv5SEaBmNKSle//5xN+WfsHUtzLzBosrTHGJjYyvL8+3NhU1fw2Kx0YlFY0f009OSr/UWi8PJySnKyi1Izcj5EvmTXsng81A+ABaH5aN8Pp9PwOMkxKniElQJcTEZCTFJSXFpGXFx0ZbM+bZuXAlkxdu3byclJZmbm+Px+PHjx2/evHnAgAEEAoHDQWsti+zfv9/QUKi77UUrAIBSABMzyH4O/Cgg6gM/kZ/0/YX36dNkEg5BuMOGe7zCUbWMaAQAwPAAAPg4wPCAR8KxZHEsGRxdnVBkjmO3ZLWWRqOJkLANPhPwGwxc6bcPIpyA/MtPAz8VMILcaBT4kcCrT9XU8WCCaVDV0kgQjgIeCxgAPACCQgkf0urEDDn27ff+6WWBsCWk5X+NK75wcVY93f0JjQ3WGyHFGZCFAL+2ZrLfwIPVYKYOj+cC/s9fgJqmHq2kqMluAcDIyOi875WVyxcj7ApKGmv8eK+BA9179jTZtWUliuIBgEqlHjh0tLi4uLS0tE1UTbB3i8fjURTduWMbls/9/PlzW5XQ61JscIXXB+HbMaBNBfhlOkSj0UpLy0rLGVINW8D0MlD5HpfV16aeDIruyz9h66JkZ2dv27L+9OaRTbb0vfORi/CIBLyYKLmkrHKYSz1rV2QiUVtTWVtTuaFOGCxOUVFxYXF5aSktKS2bVhHPYLLYbK4gUwyDFUz8MIJEAhwOy+OhJCKBRCbh8VgqRQSDwVBERPB4HAaHsXEzkySDp6enoGcTE5PIyEgajSbIc8rOK9PSkQOAObNn4wkEAJCWls7PzweAvOy00uICAGCzGDwewuWwuVw2i8ng8RAWk4HD4bFYLMrj0SvpQwuivvEtEF0RnARgnaC4uAgLbAlRsRGuvc7dfZKNvZidIDGU20CYcyuQlJSUkmjEqKxBYWNygNsHqtaD5gFKBkQBgAuEM8Cvr963IQkk+KDTcHBrJh/iuPXvydUkNfX3ttbe80EHjtRjwFgX07WQuRhQjT8/Qn9g9oe3oTD+ItyZUfsUNW39anutxqFSqafOXMjOzuZwqj6eiooKByWkpKZVT4WnTZ0sJSE2Y+Ycp77Owgy4IcLCQg/u3y1KFTty7NScWdMHOGgPmjfwzZtXf6WwAUDgMghJh9FrgbGzKkxp25YNK2e4+D0I7WvTw8ywvi04AANtxeCvH/4J2z/aHjwJsHhA+VWhuS9fvrjud+7QmqGS4k3PmRhMzryJfbkIr7yC2WJ/SAqZqK6qpK6qJPwpDAaLyWaVltP5CFpGZ/B4PCaDyeHy6sY3EolEgaoBgLh41QhZrEoqQbJmMy6HAwBkEQqFKkYiieDxBCKJjCcQRChUDAYLACUlJWtXL8cDW5QAfEXDb68HABYwk+HwLLBVXRcZGXn+7EkRqhQPL1nIh1AS2DczmLBBfq0fxsTEKMq2xFuPWTPcMR1QawAA7BXglQL6pxpKYUEND+oAVvWpGo4EODwAAMoFomiDyW0oyj9/bsMl3zQmg+67axwAMFgcPEFEmFDDM6FQZFdb1arh2kLAE0gtBa0/Z7zDx845f3idMMImoFbU/rkLl2NjY6unwvp6erKizJcvnrdM2BgMxqmTx+N+RhNxPL894xftfLB40YK546x01WXXHXo2ZMS4FvTZXeitAaE7YMEbgNGQnZ1NLyuw7eVk20vzwevvsUm544dY1S3NiMVieDw+n8/vzOTXtuafsHUJ1PqA214AADljAIAPwYHLp/WtaRjRCENdTHzvfPQZ27uDXY8pFDKFQpaRkqz9BrkcymPqtk/PLvnxM8VtSFWCM1Ws9olqWnqNXO7Hj6id2zfvWDRAV0Pu2JUPeWUXigyi89KHMEj6697Ca28wNzc/ceocAJiZQQ4Cam33p533DVLfgFZ/0NfXLyj+Y4aFICiLg3C4iLQEpcqBuA5FDMj7NXnEXQKcLHAA8OGALQLOn6pmKgJyKNiwa69AogDhRMBjwEgVFt4EABiLQlkDE9JvkR/v3jnu6Wbk97Cyn7WmIAPy9Yc4S2uhpilbrkPlgcYalMyBWVfg9aI/DlLFJdkspsBeS5ir1MXIyKj65917/7t9+5adXTMC8cvKyg4d3J+WkkjAARaL9ehvuHxclZfYziWDrj/5evF+OElEYu2mPbq6TQS5dHc0JOHxaOBwOKtXLt27rKooq4dbr+SMwgO+b6aMtKt7o7A21XjzMc6tt1A7At2Cf8LWJSCKgpJl1c8IgqQkxZvMtmz0jN9oqsigXSquiZFZ7+ENO25YGSn1cxtBIjd7m/revTuP79/w3ekpuE0vnNxnBovz8XvRzHPfMnH6H/xhvgecEuoxoCVUFsDThTA1AKiKRIT/h56MXuSrqKCIJxDZLLqmVj2LOc8SYe4Z4HgBAKDxgL0CHEcgvwQ0GjjM2o1FUXCsM8tEAN4TIB2FUgTKpWBXA38XCIK8ffs2/EtozI/IR6e8fiTmGBoZhscmAkBxaeWjgJhFy5suD/00DuhmTZlKq0B0dj2HzWyc3z65NtCjCU8sYcDj8V5eTSSBLFk0T0xMfPvOPQAQExO9feuGJZP72M2s7QuDIOi+CwEMHvng0XPi4rVN7v9WGAzG3Nk+C7xsVBQkqw/qqMstnuLsdz/USFfJweIP/2trE43jV97bmGpKiP0lIST/hK3L8fz5sz4Wv1eCQiKSe1voNH4KmUioVSq3q3HjWaSVjQOW2Qwrv2pev3oV8OLegdXDi0srKUpVy28UMvHqg6CbJ8/1XQ+sh3BHBNwAahqVt63WF8fBnXEw5R3IySu9DkkQVA4DAEUFuTPnLzVy4rn3kLEUQAXgG1QuAOgHkA5IFCCMP5rhAHoQoN49kO9ESECgAAUAwEvWf5WvX7/8t3dHHwvNARYaqyZ64fHYG0+/zZi/LjgoYMraWxKS0mMnzurVq1eTH3OpH9DXN9kKyu3h1CeY++eEym34hAObZreJsDWC55iRtrb2hQX5zIqi6Jifkyd5GRkaJcR9P799TN2g9uCvyaduhM6Zt8ipb792HVWX4tnTp1f9zq+Y5mRhrFbrLSIB7zO29/PAmBtPv44f8kcNrEkjbC/d+7x4ijMX4b1899ncRE9FqUGTv67PP2Hrcjx/+mjzbAcAoDNYoxdcUFOSblLY+vc2ePcp3sOt6TtXZ/Hkfbyf/60Te1tiJ6/bo0dOIX3etgdYHH7DLCcjXUUA+PwtTV1Lz0ZHassNWANQBLACYMFm4DwETjbIAai3tbdW5id4thDC4sK/fMVoqUrpashxOAiC8AEgphSM64uynHoLPnyv8qXFXQawAR4e8PdrqxoRQB0L/XigrwjydcyrednAEgO8OACAqWk9VwkKfH/qxOFLe7zIxN9f58Iytp6enp6e3gyf2cJ/RgbxdxhkIzCHwpGttYUNi8Xj/rTXanOu+1+h0Sq0pCoGW2kZ6doDQGRsZkEJfa33+FotaXTW5mMv8SIyfv63Wrw62h05dfJYWnz41X1ejeTzDOprHBGTeeJqoPdIWzHRqqcBSXEReRmxhOSsr5ExA5xtZWUkO2jE7cP/0X95t4DFYnGYVYUBp629YWWiuXPpkCbPUpaXYLA49159GzXArN2H2CJEqeItzpzT0tK6efseAPz48WPTto2D+xqOHWR+2C/o2MkLAKALgPsIuOeQNggIocBJAygHUQDRti49inIh5hbYDhxrMkR807H7VFFCBZ29cs0GALD3g0UGsKNG1ZqVz+BpEBQAFB8H4ADuHODjgdgH6BGA40KtoRmSoIwDIgBkaZhQX5JVcHAwn893cvpdjY9Opz+4fz8lJTEh/qeehtTl3eOJNVQtIiZDTaMltdY4Qk5z8cCsbz+xrr1W2xId/WPrQveabvRiouQXwfG3XkQDBgeAKadV7F855Nbz7z9TSxcvW2lubtFOI+mCLF+6qCA/R0FGtNpophEsjNV01GWvPAjT1ZAb0McQAPh8Pg6tfBvyfc7kwX9BFMk/Yeta5OTkMFnsz9/SHrz5gaB4M8MGA/RrMWGY9fEr79txZK0D4bYqQlHw0G1ubn7j9oNr164u2Pl09botAkMTAMAcA64UEPYDRw8gGDTxQAGg8BrtsUUwi0Hx8zz3beA1YVLN43KL4eg1OL4GxNlwZzmYKsLlYCjcAwAARwGeAKgB2xqQM0AoBPafW2tYABGAEfzaVrXVtQJmTPPWVREpKmVc8ztHFhWfNHna+4A3MVHh/e20RzgoGXt74vG1nxhefkgYNHRqcz8dgwtcYcy7AACgEgMoH2pF2Alvr9UyJk6eeu74bjszzZcf4u68ikb5WDkF5REeU9b+8ntMT09ft2al59jxq7f9nfUzG2LjhrU6ivgDy2rPXBtBQkxk3kSnLz/Sj/m9HzuoV0DwFwcb0/tvf/4Fqgb/hK2roa2tPXv+st3//cdhM+3NtT2FtjOOTshRkm+38IlWgwVEGJvjJsHj8d7eU729pxZUgm8FYMUgjAuYcuDrA0cSMMcBwwBpHAzlCVW9rAWUpsDtcSA9CeiSAACFeJAzhuJ8qBgHMAHKGeD+H4hlQml1IZQgAHvgfwHMfUArgPfn70AaD+oYsEVqj5bFYk3xnqAgrzB4yDBxEf7a2VWF2tOzS/zunjXSUVyxq7GYdTwe1wKfpNwK4Av9F8TWgcAUcK6zRi4uLZuZlqCm2ViAa4sxMjKSVtCcsfGuprbeqXNX664xamho+F+/1R6X7nTu3bsnJibm6upad+Vj5fIlRurEaaMcWtCttYlGJa3s4NmHc6cOVVeR1dUoSs4o1FHvxrtrAv4JW5cgLxLyIkDRAgDAyanvsyePZo/U01KVEfL0e6++sdjcCcOaKFXciVgYKT9/3rSV0YsXz58/ezx8+EjX/m6NNHM7BpFFUDIfMImAWQlgAsABvC9gOEACUMS0l6oJyA2HRz/gOwpZCOAIgNUHng3gDwJoAeIFpXOhlAWgBlAE8B0IdODGAfY9IEygiALjT2HD8kEFB1K/Eq2Lf6W7LZw/e+Oc/gQC7lngq/0rf68saahIb5w3oMkRFpdVCspYNwslMcCWCduYqQTxefUI2/Bxcx/fPD1nxb7mXl1INm6uU/jn/4DdO7d9CA4sKatcv27d5MmT3r17SyJgJSQl8HhSZWWljbHCtFE2Lei2spL5/O2nnobaO1ZPPnczxM5My623wYXbH+dO+Cds/2gLyjPh/rSqYs0AUFpaevhyEIONYrFYSyOlWWMby0AKj86QFBNx6aq7awLGDOy14fiDntqNZdpdvXL5e+ibMa49r9663riwRRRDyVYAANxIQFwAEgCeA68S+Gh1EZj2xZIDBQQoBmByAZcIuBxACcDjA+Es8CoB5QDgADCAlQSuMcA1QJgAALg6elvEg2wcmAKQAGJIkJQHgphEDJ9jZaIOAL0MWlJ+jEZny8vXtlVrEgoBKAiUCteYJwexKfUcV1HTLi8pbO6l/9EIjx89KslLdncy1rMcYm1tLS4uPtB90N4d685sGkZnsPB4fM2gIeGJiUuJiUsdMqC3KIUMAPMmOj16G5WWXUwhE9OySzRVpNv6c3Qo/4Stq1AQBbfHwsQXgMHA3v0HKysrVVRUXJz7ZmTlTR9lU3cfpZrwmIwpI7u6RZCcNFVFlpCZWX+Km4B7d29tmNN/n2/w6bO+jTT7TRzglADxBSgC4AAfgAIg1tZFtOsFC9CfC0w8YHHA4EJGCfAAMKXAxQMQAPAAWAAMoIL5WZ18tZokcyGSBAp8iAPA6gAA0Ol0Ir5V+xyDnPS3bN64Z+/+5gYENsMbVAXiP9T/jvD2Wv+oFwRBLvqej4r6xmYxgY+Ki2D2rRy699y7SxfP3/C/yEdRLIHsYK4FAI3Y9jcCi815+e6zhqriWA/XmseHu5qGfk+7+OHTzeffn52bXUZj0ioa/dvtwvwTti5EejC83wTO20FSUlIQOKCjpXpuaxN2kSw2l9SiR7YOZtM8tyWbziyYO2v5mg0mJvXErbsNcD91J/z0Wd/GnZ+WPwWeFgAAPhi44oApAz4HAEAfC+oYEOeDbjuEjdSFBDAGATYCpQDRBOBhgMGHAhbkMpo+tyYVfChAIQsgmgPaFZCfD6KiUFLOQBC0kaeZxhnm3DMlI2DjhnW79zRvSZAn/OBloKC4/neGjp114dD6f8LWYmbPnO5mq7pzfp+amakrZ7hgsSDYYPsRn2OiL2xYWS1+JqTFxKUMdLETq6+slW0vzccBsXiK/LoDj3poylEpQtaW6HK062bEP5oHwoTws5D8onln8fnA47V10lb7oKMmPcvT/OyZU/W+O3feQm0tnenTvIMC3zfSydMwKB8GsATgDqBlIHACJgKoE6A3D0xQYeu8tAkkAEWA/lwYyIFhXLAigGnzL1+IARoGACAlBTw9QUSEOmfeEu811x6++XHq2odFO+8HfUkqLq2vunbDzPC0L8xNu3XjmvCn3ImGoiYSJmuANuQgBuLi0hw2q01ihf7foNPp48d5yisomOgp1fJbwON/l5VomapxONyX7z4Xl5SPGe5Sr6r9AjN7zryCMva00fbYuqvn3YTuOu6/lcoCeLYIKnIAAL5//y5FbXoqNtS554vg2HYfWVuQW1Rx9vb3nbv2NtTAytpGVVWFXbfmJgAAFFQCxQOyDQBWAqCAGAC8Az4XAEAcQLJ9xiw8eABLNljxwZQIzXJKzuRAxi/L448fYd48cOrb7/zFa/kcRYUejhu3Hw5Lxuy+FDF59fWgL0lC9kmlkA+vG/7ixXMh25exYMFpoPk03bIKPJQ1XFzAzMY54FkzNPUfAIAgyPhxnvn5BUV56fpazY79aZy4xLRHL4IdrE362DVh4yApRiotLRURlczMFXK/tSvS/cqnLpmxKDsMekYf7eyBtCPqjjA1EObOnr51bh9BsnbjHPULIBMJU0bZddk1ydSs4p2n34riK3ce8qeKS7ask2+50O8GlC8FzBjgcwGeA3BBCwuyOJDEghkHRLvG3zIDDz8wUMIHBg4wfMBggM+HEoByElRUNH26tDQsXlxlMtKnD/yqiwB0Ov3o4YPJSQnA57jZ644dZIbFYmOTctlcnnl9FUlW7Hs8cfpiIZOUDdZC4nxA6y9s0sA4t0HmWqDUl/qGosiBTbNX7rjQjO7+v0EQZNJEr+SUNCtTnVNbxrRhz0wW+1VAqJqKgoWpvjDt07NLDl77Nn/BkrNHd5SUFFnausxfvKINx9MxdNH74P85ZanArQQE4cpICvXov8jb+cjlAAK+cfPaTuO/i4HJ2Yyd+47d8t3V4k6KGOC0Fuj7AACIbGBHVi1CSuJgSJN1yToWdR1Y4g8AsGE+fIkAPh8wWGAJvTJXUgKbN1f9bG8PgYFAIAAAUKnUdRs2AQCCIL4Xzs3a+piPovKKyiIiIgcufRja12D8YLOa/dAYPCFVLbcC8qSap2oAgChCQhGY1VfpCIvF44iEdrXX+pug0+k+072NtaX7WvSZPb4ZNQ2aJCYuJTY+dVB/B6qosO7GGirSFWVFqqqqReVcbHeb9lTzT9i6LjIycrmF5WpKjdV6RlH+pXufuQjiaq9ft9JSV+DU9U8IXuHUmQ2t7KeADlgb4MsDxAHgAX5tORG64Go6pqpWw7mP4OICgYFVh1tQVSgsDGbOhEuX/jiIx+NnzZ47a/bcmgc3rFt93P/Dgol9qo9wOSwGg0GhNB3qeDkMKpufA4mSoLzhoDmXgeOf3Dk/wWdNs/v9/yMiIsLOVGXJlL5t2Ce9kvkq4LOOlprnCNemW//JuEGmJ08cGzJ85LWLJ9pwSB3JP2HrujCZTBFyEx5Hl+59drLW1dXougmVYT+yLl5ptMCXcFRyACUBAJD2AVsRgAUAIAKAduFnSiwW7t2DPn3g588W9sDjwcOHcO4czJzZRMsdu/YePrh/9tZHAHwul0cgkhSUNIjEqqS+Ca8g/D1gcYDFgrwkGKrCeCtw0gIAQPlw8RkgW5s9NpFEsJ/U4Ltmtv1ePrzc7E7/L4mJ/tFDQ1g3BmGIiIpPScse1N9BtEX5AAP7GFxbc2vFytXnTx9uw1F1JP+ErWuh0AvIkoDBAI4IlRVlslKNLUU+ehuloy7blVVt+Z7Hg4c1ka4gJIV04IkCoMBNBlwl8NiggAVtHPSur9J0ByOtB2I1VuRINaZm0tJw7DgMGgXccmCiYGcPpBoJ5OnpkJbWROdlZbBjB/j6QnI56Cz7fTy1HLSW/7oiwAOAJctWNtRJ4gBI+OVYElsG79Ph6isQSwR9ZfiZBSVjoXnhLgAAIIMBYqOL3+JSMhkpseraRo01+r8nMjLy3dtXh9c27VwsDCWltAvXXg7qbz1meKvSLUz05J49fSohLoHyu0fEdS3+CVvXwmYeWMyq+rnxLbOiUnoZjTnctb5CJl0GGhPxHNsMY9ZGKKYDQgV4D6AC+B/A4wMVBybcFtyQ2x5VWxjp98eRhIQEERERNTU1AHB1AcfR8P4uAA4ePoeajp5XrsCSJVBS0kT/GRmQWwCYvvA5q+oILh3wRPhco804gBcNRuD/iSSAJFT0ggqAnAwAdWHOqUMeKDc1xxg+fl672mv9Bbx+9eqm/9lTm0c2/ggrDCjKD/oUWVHJ/BBTEZ4cssQbapZBaC7zJvRe/t89qpg4FtMF1/qb5p+wdVFev3qpqSzZSIOAzwmD+hp31HBaQmxSnpR0s42dGgMDcB9QFeB/BAAQxYFE18uV+vTp4+kTR5XlKOHRaUqKCiQilg/41+cujnbDBv0EMhkAgE6nnz51YtbsuZMni98JgJevADiAQYDPAwwB+BgAPgAbeGzAEQEIANLA7vtbgUgJgJoA+89QtUCA1QDN1pCWqRqA9FnwXdREm3/2Wk1y+dJZv91jW1zRqZqsnIKgj5F97HqpqyreeJV68crN2TOnV1RyqiviNhcKmcitW+K9+/BP2LoW1VFIfpd9z21rbBGPRMRzkQ7x2Ggpx/1D1m/9r616Q/nAB4BCAAPAMAAAsHzoKnXs+QAAsbGxB/bvlpPAndg4lEohT1lzXZQEJzeP3HT0RVxcnN8oI/VbwCcCAMyfO8tER/zokUMbNm6+dx4cL8GnjKqelBLPl8v3YUgYAAMgGRAlgD/jCnGlAADctbWHwAa4DKABUG9Mdxs/APBAEQENyaYb/rPXaoTXr14Za8u2UtXYHO7bwC9UKsVr9ABBxRmqqAiRSLxw0W/2zOkcLm9IP8OW9SxCxFTQu/QdphH+CVvX4so+MJkGz57eM+0h27i3qZQEpYzGUO6qpWoQBK1kY1RUWuLhWy8ueiAaAGWWgEkChA8AgGKA1Sx7wz8hS8Lw8yCp+fvIh73w8y7wURh4CDQcfx//dhHCzwOPDVZzwWJGPV1JaMCpk8eiwkP2LnWvXlM6sWm04JblaKnld9l3z97/cicBo6Rk9pqVQxy1xw4yGzH3PADgsNDTFD49BJAEEAeEK0lKy2HhDEAS0J5/ri1WAiEXIBvYDWRdFwAsaOlvo3mkg5muUA2Hj51z/vC6f8JWL9ev+R1fP7g1PUTFJMbGpw50sZeS/L2vKyspEhcXZ2BgcOac77q1K++9vjV/gr2FsVpzO3e01Lzx+EtrhteJ/BO2rkVYFkydirKZF617qvznG5CaVeLh2tPZtkdd20AxUTKd8bt6Z2EJXU66K+w3VYHHYyvp5UlJSbq6wt0Cm0JNAnAMgDWA9wC+GmCKIYENVCIMaEXwiJwxyBr8fjnaH3wzIDsUZHSr4vUFKFpASTIkvQAxpT+OV3P39q20+PBaebVUSlWUiFtv/Zjk4P17dy1dvspn2uTti92Neyi9CPppbVuVseRgBeeOAnwHCIdC8TFgA6APmPdAfANYBPhcAMGCpAKwvQHU/9feecc1dbVx/JcNIWwQkD0UFRmKAi4cuHcdFUfd1mrb12odVeuodVVrtXW0tXXUXbcV98aFW1kiiCzZIyEJIePem/eP2DQCyiYJ5vsHn+TmjOfchPvce87z/A5Qk0i3uoSZjE5VE9/imVnIpKUEQVRXjrnREx8fb2YMrlEN96Io4guvRD5o5e0ePqzsNkafhXeYt+Sb1n5tevbqs/aHDWKxeNHCeb/9fS800HVEvzZV3wqgf9eWh/6JqrycTmL4tekWNBrOnFF27BAUGBrC5XInenvv2/vXkVVnlaS8hbvV15O6AcgvEm/YdT0jR2RkxPn9yBM6HYRCnpVTeGHnTC1aLpbIv9kQIS4FaOCZcAmSCg7p7OHhUYddMAAYgW4FWTMwX0AqgYCGTBYc6yhBm87CiIP4M7jscRoNww9ie7sKqhAEsXXLL/HR93//7n1qEV+N7/LRl3/lfTNv7KBAn2YOAI5eit22fa/qU6USsAMGA4P/q6JsAfln1bPf9PHjUjc3wqreNxwxiUePMVUtrJLX6jV4fH1apH+sW7vyx7mVb61XHpKirt96pCDIof27slgVXMCdHSwP/TTuYUz6pYjdP/+0bvUPG37Z/KtUKj3899//W3OeRZN/P6uvlXnlMx08rpGFmbbvoWqKwbHpFnQl5ELG4+glo76BcQ/YLMG92V+rflyHDu4fN/8Qh81gG/E+/WxWmzZvba79/YplP+68PndyN21YjdPX4g6djflm8dIKZfvrCroQUIKYCfZ6yI0BCeJlYDLRnQFLEmZOsPOtRmuEDMblXICFOwb+DktPAIiPj1+5YgmXa2xubjVy1JjhB0LkwjfFXr16deH8uehnjwsL8kb1C5j1Xq+mYsGU0Kw88bDevgAIggKdrU4y6yRD8EaIpVAooZADAJ0JAYXCr4EqZzfRS0ubHDpU4uOjpNMLhwwhzMxAwHoxKEvw59epKKwSllloUeUck16Dx2xYOt3g2DTZueMP/2bWNYiETEpOf/QsoWvnQIcmlfwy2vm6tPN1KSqWzJw/++ctv9vZ2Y2fMGH8hAkJCQkzlyxcMK1bm5ZVWSbQ4SzR92JwbLpFJzmELERng8GHgIbcJHxyEkcAAOGjx4aPHvuuikuWfrf+h9Vrtl9d+GlDr2dcuPXi/N3MvQcO1z646/2sHos5v0IwE6xIsNlQXADEiCUAFnpRsDXHmMr36K6YhITna1Z9J5crZn+9oN2QdqqBCIVCFl3553dDM7L5Ww/8JpBsHzNu4qHVNxLio+2tTUID3cbM6vb7oVvD+1SiKqsiJMBd/frvc086dPxvEa+5EaLKBYNkFKPnWmQ1g3hMleYeKWPj5HXrbE6epMnlzmvXpqxebbEO+6dCIMWM+eCvrrMNWJlRGN6pGuXpdCaTxRYKi8zM9HvvyroiKurunchLf678uFq1BELx1cgHrs4O5ece34OVOXfNnH5Lv134+x9v9jhs0aLF7r0Hp02d9M3kjqrJg0aJQQRZ58hj4jYDz2RgGEPZEYz+WDMHX1deDwA2bfyRJsmYNb5L5UXriKJiyf9WR+zZd6gqXm3zmlmTPv+uxiLIAHr/jOshUASDMw2UAtQpKEVgkGjJhKcRjldBYrhCpkwav2FuT5mc2H446nWukFTSlBTV1Jb31fhQa0sTVZlX6fnHLsUGtGjaq9ObwMN1f1ycOrKTlYVJtfo6cz3+2JWk7X/uqsqy08k4fP0XcoNRMlQ1FVs53OfPFYXWpuebTO+C1X0A4FYahmxE0U9189xmOxepayrWPn4X0Y8iY5/c+QDltQiCOHPmTEZ66uvXGRKJhM1iikRiECWbv/2IXeW1LpKibt59WiwU9+keYlSjNbnVv1+hOPZzvp6n1lcTCoWfTpkwf0ro+4NKJi/YaRBBNlA3NCHgwUQpB4mlwD1QSqxUoP0ohLpVXver2XPDPx52cOT6bz7tPbRXlZ4kasnG3Te++N/s+n5WU3P+f/D8GumukP0O5ngwRoCIAI2PaBmSa3SHFhl5Y/tvW3t3cLcw4wJYMvOdt8MeLrbzpnRXv03P4jd3s6uuVyvklxw8F7vvwOEqlh/qg6HrsOEmdn8PoRJCMwg+rUR0UmLb0mMrziz7b7awsyt+m4qpayBcWFvfxrqH/m2q59UA+AWGnju2q1Yd6xuvXr3a/MtGfkFOsJ9jS1eb/oFe9rZm/GKJtSWv6uEbAJ4npsbEJ3ft1NbO9n2ase9n0fSwM9fjZn8xhc7iLl2+0sHBwczMbOdf+5ctWbT14H1LM7Zvsybe7nZtWzlV3d3qOI1kGI0Mfyky2WACpATKEgiyMfVXJL5zF7O3cHV1/2RQwIBuDaFjRFFURm5JSEhd6pG/HzoNcT/gDh2gA/sgeAmLhRAmwowJisq/fTsxNzc3Nye7oCCvqKhIUiJWKimSJF3dPL6aPdfM7L8NgIRC4Yrl3xYV5DVzsdiyeKDKq1WdYlHp32cfzppQ7Vnf7Yfvzvh8VnVrfd0FX3cBgNhc9FmE3P+BbPbu0sYwti67BjayNQpKsGYeit0g6gxla0DlnGRADuBaJTOMbsHtLP5cWV3zgQ9AXouiqF9+3pj44rmHZ7O42GfmXMb/Punk4fyWrnG1YiD5AtHt+9EOdtYfD622inF5BnTzGdDNJyObP3f2zC5de06cNIXL5a7fsAlAZmbmnTt3rkUn/HEsgkUnwvv7h7b3bLBb1XrC4Nh0lE4EZBw8kwHpgD0yZ+DTw9hehWn5gvzcrkEVxaTXA6t+u9x/wJCG6UsNl4We6jdeAJBrkrt86SK6stTF3sLW0tjV1qxjM0tHO3f14vzdJylffjapc7de0z79DMD+/XvORZxcOK27T7PQmtmQnlXEoNPlCoLNqt5WQSSlZLGq+byjQWs7JG9Ex9VIagLxR0CFu1GaINMCjzIR+HZwwIxgzAjG02zsjsKN0yiUQ0mHDQuudohOhZgJ0hiiYCiCAdVTqAwQAZbAa5hehFk6gtxwvKb7Dg0e9dk/h3+fMXd9DevrEs+ePfvn1PHUV8l0GqkEjcFkKZU0WWnJgK7Np87u9jAm/asRQ8vn51QdmVxx9eZDFpPZt0dw3aZJODtY7l8/9mDE41kzJ8oJevew3uM+Ge/o6Dhy5EhVgYKCgj9+//XghfNKigBISam+Jmgb1th0l/NsRMkBCzBCQP4Dy+9xdipCKtNAiomJXvX90kMb3q27/jZrfr+SmV9SKpWTJMnlGtFoNEIht7Pmjernn/q68F7Ma2sLbgsP22A/Vx7XaO7606UyKKH08bA2NWGnFbG/W7Gq6iOq/RobAIqiNv+yKS72mZIiASUdSiYTX08M9XCuZOuvLftvPYzLodHQ2stGlThRGwoFJRduxo8ZVL3tXl5lFGw7+vzHn36uZe83XmFlBJ6lo2gSyPLCakXouAO33ymJXDESBTZF4twTFJeCJGHMhI0Fcgrg7YrpoehRtcS19/DDokkLVuvrhKRcLj908ODNyKsUIXWyMxvUrWU735rKkb0bpVJ573F8VnZej9D2Fmb1m5ZKENTuk/duPUo3t7Lt3KVbv379ebyyPU4ePyowsL1hja0hoEjo611ENbGgwZIOvgIMc5D3wV+ET1YgqbJbZl9fP55Jlf4lCIL6et0/rdt0XriybMJUTEzMob/3N2liP3jUQKFQ+CLh+Ymfr5MkMWXqzJAOHQBs/nljXknJdytqu8tadUlLS1v0zddDunvPWlZtNXTNvcpqjzGHRVV/yxwPZxshPycuLtbHp3Vteu/qga7/g0SBMbtw8zCK5v/7mKWCjZScarfJZWFRGBbVwbxXxTh7eD+KuhIYUm8d1DUEQVy8eOHalUv8onw6yM5tXbcu6ld/q1Cp6dn3HsW1C2gREtgQGrBMJn3qiA5TR3Qo5JdEXH+4YPYJSalCQdGWr1hTV6IKWkT/HJsUKKDjFBs0oBUNXrLKq+gp7WXIZIJPQcEBPRNUJxBVm6K3tXOIS8quMJb32IVnF28nKSgai8WUSmVTps0M7dqtfDFfX19f37Xqtz16lF1M+nLW7KoPpDbEx8ffvnUzNvaZkiKUSppQUPjLwkHqSEUtIpMTnBpd4376ZsjUb7/9ZMKUXr37qFPZagaXhZOfIiYXw1ehmAkaHWwFzBiwMsPUqj6xNxyDP/7sj40LdcSxicXiu3fvtm/f3sLCovynV69e2bPrDw6L5t/c7n+jfN6/2W/tKeQXX7/12MXR7uOhYSq9x4bE2tJkwkdBEz4KAiCWyD9dvGDP/r/1XSlG/6ynMSCi8FQOADIjZLDRgoRDY3yIYwAcABSUJJhZoFDVR9WZn/9v5dK5v68YWeb4tz+ft7BrtnHrzqrsqtzw3L596/y5iIL8fIVCTqcpaVCShMLB1rSdj9OyT0OqopXQkFBKJYNRk3UUHpe9Z2341gMXDx/8y83Te+GiJUZGtdJ38LVDYk2XvhoSnpmFQi6rmbwWRVE7d/5591Ykg0Gj0eig0aEk6TRASREkSVLKAYOGDx9R9gdfIRcunD+wdxfPmOHhZPn3vj+8WwXMW7BIs8Cv2zbHP4v6c8Ww2qyTVRGZTH7jzhOlUjm4b5cKZUQaGB6X/Vl40LeLF6z9oQ42B9Yi2j+VtSFOCi6Qx4YTE0Ey1HxRXlehKwEKkICeA+CN+G+lODs7W9o6Ldt8fsmM3up/zgu3XoBtPXfegnoztoYQBLF61YrU5EQvF4vRYT7N3do2wAWl9pAkRa/pzTWbzZw9sSuAyAcv586ZtWXb73Vqmu7SJrjblYj9fYZOqGJ5iUSy56/dqSnJma/TenXw3PH90HeVHDfvQFjPXhU+fqk5dPDghfOnXexMdnw/XP0b27L/1v++nPnTxl+YTCZFUfPnzrY3Jzd/Wze7474HkqJu34vm84u7h7Y34+nQTVtoO88LN5Pmzpm1dPn32ral5uifYyMoaEaiSoDncuQzkMeBHdCxcc1MetGQQyI9ChQfyEBxGELWYPsk+NlXUnHtug1nz5yZsnjnz4uHWJhxD555sutY1NlzFxrE6qpCEMQf23+7FXlt4tA2SydXrkrV+Aht7/XH0YcURel7dHUVCRs4ZsPS6VV3bFMnfzK4W7Opg728XCtJKekX2vyfU6fGT5gAgCCI48eOXrt6iZCX0mhKJRig0RUyaccApz+Wl41X/GJs57XbL34y9uOQjl3u3b01doB/A6TKqLLTOgb5OnUIqO++asCq2X2fPM/8/LNJpSVibdtSQ/TPsTFNAAuwTEFKQP07N1dAooCEOxtyNrrIqyjRoAc0JxDPQHohFJZgToLkEB46oMtxsBKwcTI+CXhf3f4DBri5u8/+YRVNKafAOn7ilE7Nm/+4fm3M04f9QpvvXz9a27bUBGsLk9c5/Nq307alw5Url3v1qokert5BpzMZbJZQUGBmUUkIK4BNGzcMCG0ePqBKuSvD+wR8/cM/kdcvKJV0Jp0M9nVcPydMvcHC+7E0M968ePD96LTP14yq79mCV6mZD58892/drE6y0+qPNi0d9/4weuLcP7VtSA3RoStd1aGsoPgfOMehzIBc45YiRQ4RA0Us9KBg0VhW3YyYgAw4D2IcGKNBnoRwJqDE/1agWIovQt5Xt1WrVrv+2g/g2bNn9+/fLx8DohUSExO/W7ZoSHfvuWvDtW1LzWEw6Pa25imvC92dqixUXBHjh7T7/PtfO3ToWD7YulHSc8CYiKN/vl9eSyqVbtq44XVK/FdLqjolaMRmbl0yrGYmkaTSxpLXv573o8/JK7x9L9rFyX6kNiJEaga9RqvIuoBeOjYAYEL2MSAE5yhQBFnJm8MFJPgkaCy4MNFKpjM7LNcGJZgAUQrG36BNBK0POD+CEQLBMiz9EdvOg8uAmyN8m8KYCRtLTP73Bvf48WP3o+5ISiUlYpEljxGdkOHr62trW2VV9vrh4cOHu/78deu3Q6or9qGDDOjW+u+zj2rp2KwtTawtjUtLSz8Qx1apvNY3C74uyH39UVirb8bV+0IXgKy8Yid7i3rtQlAsun77iQnXaEi/Ljo1a9KI0fOzbAbZZNCTwYoAJG+2/CCBZwqk0ZDGhgcNrjJwVeGF+klHAqUcPJOBEoG5H8ZfQrEKpCU4c8GfCz4AOR7l4dgrQA5rYDIAQCwWnzp6YMnMnh7O1qr1m2nLT2ndqwHYveOPX78bXuP9FXUKYyOWXEHUshGJVC4jGLrw1TQY5la26akJLm4tyn+0YN6cds1NRn5RpfjGOqFIUMLj1tfloaSk9Prtx0wms19YCIfTGH7z+oKeOzYAAOUJahY4p8FOAlECigIAgRICOQQsJLFBV6I3AVM9k1h5gxmFFoCMjQQ5IIT8J9A6QGEH1grQpaA4QBdgPBAKaKjjrvth9ZQR7b1c/7tcEjWNtK4lJ08cv3jhrLOza2i3Hi8SEgJ9vBuHV1MhldV2k9O/TjwYOKghHk10hyGjPjv596/l5bV+XL+mqQU5sm9DiHerad286YYdl7sFN6fT63J6UCZX3Lz7VCgS9+wWrFNBjx8I+jqFWh7ZIMj/B6Y/2GZQX73TFYiTI0GBi0yI9WNauwJayhAA+LMBBQghcB2MHVDkgAoAWgMJwASgPzAUOYsAQC6Xp6ckhbZ/Sz4gvL//iu+WNJjNFEXt+HP7uDEjUmKv/bKgdwdvZuS5vbYW7EkfVbQRtd4S6ONyPzq1Ni08js8aOGgwgIKCAqFQWGn5RoCDs4ewqKDMwf379/CzkxpyxyU1/br6RFyLqavWFAR5/dajc5fvBvq3GDawu8GraYXG49gAgAn5YMhngeEKjsbPSQEkKHCBCaHeDreFHGEKtGSBDShkIPmg3wX7F7B2gJkA+AJBQAAsrAHgx3Vrxw4MKNNCn87e/Lz0qKioBrB2164/x4/9mFWavO+H8NkTuzKZ9G7BzRZO76lrSda1p00r55gXWTWuLhRLaUxjJpNJEMSY8I83bfyxDm3TZVw8WzyKuqJ+m5KScvn8P6tm99eKMa28HCRS+YOYtFq2Q1LUrahnJyKut/J2H9o/1NLivdsLGahP9PZK/x7okI0D2oKtobukAJ4rcJWB2s4caQ8zJbpT6MSGHwcAKApyERSZUN4GZws4P4OzFcW/gSCI5/HR6s0wNdkwf9CWn394/PhR/RkpFounTBpfkhu7b134+KHVEwjWR27cT+oe0rzG1dfvuDZ56nQA2dnZVtbWc+d9KFtxDho5PfLCUfXbJYsXrJs7UIv2hA9o9yQuIy2zqGbVSYq6cz/65Jkbnh5OHw8Na2Jr2Ctcy+ifY1OQoFGVF5OFgRwOtiVY/y7oEEAqiev6vL5jSaKrHG2U8GPDCjABaABJQCaCTABZAewIbNq4YXivigOX2WzmnytHbVi38u7dO1Xv9PjxowKBoColpVLptCkTvh7fvm7lhnWZ1zkCN8caRkUWFUsy8kpVu9k5Ozsf+vuIbkqd1Qc8MwuFQk4QBICdO/7o3t7V1krLQaFTP+507MKT6tZSKpWPo18cP33NqWmT4YO6OzSpVYisgbpC/4JHKABFYCVCodo1goV35WOT7iC/BOcUjJIhFQOAgEIuDTEc+OqzQIm7HKZAPhtCGoQEpGzQOGC+CTFTPn18f+66d6Y8G7GZO1aNWr75j107tg8aMqxfv/5MJlMikVy5cvll0gsezywm5tmkyVPbtGkLgKKotatX3rx5nVAQH4+qJOcsLi5u5Yql86eEtvKqQHy5saKEssZBBwt/Orvo2xV1a48e0Sao65WIA32Gjr929eLetaO0bQ7odFpTO/MiQUkVd0WnSOr+0+eZWXlBbX3a+lUwQWJAi+ifY3PgIT8Yz3qD/TdoTCgVUOaAZg6SDViCtHi7NA2yoeBcB+cBZBIAeCmDCRvuNPD0M0hShQ1gIweAViMx8vB/x7dt3WzFrCCKWhMjNnPt1wMK+OIj56/NPH4ANAaDRvk1twtsZieW5PQc479t58+/SQglaBSpGNKj1dxtn85cdeY9jo2iqEUL55cKc35ZNEjr990NDJ1Go6ia+LYlv5wP6ti9efOaT2PqOyp5LZJl7desibZteYOXi23K68JKHRtJUQ8fx2dk5bVv07JhtpgxUF30z7EB8KWhsDfuaYgQMU6DVIB9EHQJFE3Llpd1g5EAnETISgEgXg4WCwP1d7Xt3dy+eaOKClU2lrwZoztV+NH6+WW3OrPkMT7/bIqpuSWLxeIac/0C2gYFBdna2srl8t9/2xp15/YngwL6hr5XBKWRQimVlFJJR/Uc2/fbLtm5+E6ZOr2erNILVPJaJ48d3LJYm6trmlhZmLzKKBuuqQlBklEPYvMK+MGBPsHtarWjnoF6RS8dGw04AvQEEv89Qg4CAPkwsD+H0StIPcpWkQ4FeycYWSBJKIAiIJ6DVvo8IVmeHX9uDwspN/K6YP28gQASU3PFJTKZnLz/5Pz+3b+ZmZmSJNmvS/P96/VYGas2yOQEQZDMasoObdl/y9jK7YsvZ9WTVXpEzwFjnm/4rv627qwuQrHUjFfxFkIEQUQ9jMvOLegc4t85pEEz7QzUAF35SVUXZyBQw7GpkW8FeyKY+SDKKTnIJ4L9M0ghALxSwIqDehfxbkCKioquXT6/b/2Y+uuiuZud6kWHNu6/HaT3CPFu7q4rk0gNj1xBbtt/Y8ygoGrVEoqlD+Pzdu/ZVD9G6Rl+gaF0UofuLjNzBQEtncoclMrkt6KeiUtKOwX7GVyavqCfjo2QSCQS2jtCyOQ7wZ4Ko1RI3d7+gA4YAf+mwJYCAsCiHq1sUL6ZP2f5F70arLvp4Z33nryfnV/cNahZg3WqOxTwxTuP3p04LKSJdfVylS7cjO/aveG+Jj2AwUx/ne3ipBMBR/lFYlur/75Qkajk1v1okiA7BfsbktL0C/0L91cqlSmpqVMmTywtADsC3EMwPfB2CTrkO6G0Aye5XF33//ZyS5MhSZ9D/zXZt/ev5s48TQGt+oZGo43/KFgmJ/65Et1gneoOxy48mTWhe3W9GoAWHvYvEuLKH3/48GFBwftWdxorJMvmzOW72rbiDW19nM9HxgEoKCo+ff7mnQcxoSEBA/t0Nng1vUP/HBuNRjOzaHLw0OFVdOxwwIm2cIwGymxSkwDKAfIHquSA/1B4gfmv3qkYyG4Yi+uCJj5w6wrnTmAZA4CZE9y6wq0rbLxRVFR0/uypuZO7NbxV3YKb18meZPpFqVRBkhSnRitDvt5NC3LS4uPjNQ+OHD7k/PE/Zn/56dWrV95VsbHSonX71LQ8bVvxBj9vx+Ji4S87TsTEJ/fuHtynR4iJSWPYIOQDRC+nIq1tbAC0tELINHB9IW+ikcomBvszQAiFA5Qfv+W4GYmgRUBe+t8RPXpgc+2O/psB4MAAJJ0F1wYTrr/5aMqkWSsacBJSk6w8gb2tuVa61hYKgty678bkkR1r3MK6eYNmLFu06ZdfHRzezL8Zcdj9Q72TUgs+KI1/FV/N/nr6uAuPniUE+leSplLfPE9MjUt41dzVLpHOsndoahDj12v00rGpYfghZ9lbR9gfg2gByqtsSc5RIPW/bdsAMABjPZRFHvE3dnYC/k3C27njDz8vKw8X7VwQ3Rytz16PLeCLbSw/lPS13ceixn8UXBvRSytz7k8LBi6c+6Wji0dIxy6XL50rlREnbxf4tg26cf2at3cLNvsDuqQymcx2nQfvO35aW46NIMlnsUmvUjO9vVyGD+pOo9GC2irX/3nJy9WWxXyH9IMBnUf/piLVyEkoy/zwSkGjgTJ7+6AArC2gkt7yagAcGLDQwxxtNg8f/QVpMQBcv3b17s1LWhFEV0OQVCPYMrTqKKGswdJaGRztLHavDQ8Pc8qIu/LNxMAmlsYdO4U+vHfXhp27eOH8OrFTj5jxxVdyGfXbwYaQ59akRCK9fONBxIXb9k2sRw4J8/NpptrYmkajjR8asvfk/Qa2x0AdosdPbPsfQfJ2wD57Aoi3lRxY0cAlKMQVVLdmwE9ej+ZVC8cQtJ8OAHc3IfcZTJui6xIwNTJqXLv+99ouANMeYPvvv969deWPFR83tK1vQ6fRGHW6kZWOo1TW2d2Qr3dTX++mAD4f0+Fs5OmtSz6ytjS5fOdwSkqKu7t7XfWiFwwdNen6tetrtl9d+GmPBugur4B/72EsSVJdO7WtMDDE3tbM2cHi1qPkzoGeDWCPgTpHjx2bqdFbz5tGKwAu5P+u+LDug3YftNI3SlrloWiQAFVShat/eE3gPxEAmgbhwABQBHzHgV3R9J5cLt/x5/bbN6/37uS1a7X2M6NbN28a/zLHp5lOhGs3ACbGnGJRqblpXcYU+DRzUJ/A777s/cWsmVM/ndnU0cnf359Or9KcCkEQe/7adS/qjqOjk19AoL29/ZPHj168iOeZ8ExMeNY2tn369nN1da1Dm+uWsIFjnt6/kZwrzcjmOztY1lMvSqXyeWLq88TUJjaWfcM6sFjvu/r16tTyt4M33Z2sHe0s6skeA/WHHjs2L1uw70KqehMP6j7kqj0slWDvAXLfihPRxBhgAkIFCukwqcJGAQ2JbSt0Xoiriyv46P79+3/t+rO0RNCvS/N967Tv0lS4OVknpuR9OI6td+eWp6/GjBtSvbzsquNoZ/HJ0KBTx/Y1sTJZuSLXytKKICku12TU6LGhoV0rrHL474Mnjx/p27nZ1kX9YpKyHsbcTImRN3ezHvxJG5lMIRCVZmRnbVizWEowh48c7eTkJBAIiouLCwoKxKJikUjUvUdYUFBwPQ2niqjktaZOHb/t4B9r5gyo8/ZlMvmDJ8+zcgpaNHMZNrCbasqxUqaM7Lhx15UZY0JNTSqWIzGgs+izY7MGvfDNa852yP7V1+bsBZkJoiIpSAcmmtLBo8ECkADmRMNYWj0CP4UgBQwWAEgkkhMnjt+KvCaXShybmCz/rLOuqQyzWUyZXCfPY/3QxNqUpKjMXEH93cgP6+U7rJcvgO1/3/p0VGcA+UXiP48c3PnHVnNLm9FjxoeEhOTm5sbFxb1IeH7ndmSAt+2+deGqZ7s2LZ3alNPOaOvjMqSnXwFffDDizK1LYitzEx6XbWrCdjM3auJuemjvtmtXLi9YWNHNVAPSo9+Y2EfXigTvmGCpKXn5RfcfxwMIbte6urohLCZj5tiuvx6I/Hpyzxrv4WBAK+ixY+OxAfUiWRqg+tEqgaKKvZovB/YUOsqrKVirDbiD7y769mhBfg6TRnZq67p+ThiPq6ORcvlFIl3ztfXN6IHtfj1wc9aE7g3Wo60Vb+H0ngAycwU7j+08sHsLm0l3drDwcrH6ZOkgHrdKzxM2lrwvPwktf7ydr8v32y7t2bNr/PhJdWx3dQhoH3rq0G+W5nUzx6tUKhOS0hKT081Meb26BdU4dp/H5fTp3OravcSwDoaNafQJPXZsQhnw73807d8VfXoMKGkFhZmAEdBJ5xX9Dx06cPrUcW9Xy2lD2nq5dtC2OZWTWyD60BQj2SxmM1fb+JfZ9b3zXPlAFUc7iyUze1dYuDYsmdlrypIT2nVsAAglHG04lZd7LyJRyb3H8SJRSeuWHkP6VeDIq4tfC8efdl4xODb9Qo8dW34JlP/Gfij/fQpjPYHsbVVVHyPwSHBpaKVjy2maUATEYvGXn08PaG69d+3HVQwZ0AVMjNlCcUW3Eo2avqE+W/fdqG/HxmGzpDKFEYdVr7286YupzM/P126GeL4ATUwFNa6emJwR9zyZx+MGt2ttxqvLFJQgf7cHMWntfXU3+sZAGfTYsTmYgqUWxWoKBh+kJWhWYGVBoRHHTyfRiYCZbqSsuXRG2ykVHDf1Kpk2ZcKiaV1V8d96RDtf132n7vt5O2rbkAaFTqe19XH+Zc+1dq1dg/zdqrtzTRVp7tYk4VVueb35+mDupC7fzJ+zY9feBuirQgiCUJCkpOQdEV/vpqSk9N7jOEGxuLmH89ABXasYGFItOgd6bt5z3eDY9Ag9dmxcFjzNUCAEzCDbCFYfkKGQDgIrFSj6r9hzBcBCDwqW5DubajAsPd6E9WsiEAg++3Ty8s/DWnjYacGm2sFhM+WKDyh4RE2nQM8ObTyePn/96/7IwNYuHdvW/U547XxdNu2+2sytiYlxva+werjYBjSz2rbl55lfaGejuP379nZt58ai+FWU11IqlYkv058npnK5RkFtW1mY169OsaeLzYuUXG93/fsP/TDRmymvCvFxBbIAAGwo54MTCwCK0eBo/MgJIE6Bq3Rk6WT4xc3IyM+mTVz9VW999GoAKErJqJ/nFd1H9dz25fhuyen5Ca9y6rx9Nos5tKf/3Sev6rzlCvnyky6xT++dP3e2Yborw7UrF8cMDBzSN/Rm1LP3lxQIxRev3Ttx5oaCIIf0D+3dPbi+vRqAPl1aXbz5vL57MVBX6PETG4C2LtgfC1kLACD6gfEPWHlQNAHagPPwv9RsCohRgMaGNQfNFLCndMWfr1i+pDA3Zd+6MUymjlhUbbLyih0+MB3k8owbErRx19UWHvZ122ypVBFxLbb+cubKs2XJ0DlrDz558mjhoiXvKhMZGXnj+hW5TFYsFEKpFIlEJibGUqmca8LlGnNNeDxbW7sRIz+2sbGper+//bq1TQtbJpPOZBrJ5QqCoMr/RxAkGROfnJKWaW7G69Cutalpg4orMBh0e1uz1zkCJ3uLhuzXQM3Qb8f2eSdsW4QXbUF6AIBsK1gfgcGErDs4TLDvQa6hDxktBxt4zQKXCV8aXGQopMFBS2tvubm5c+fMGhDqGT5lqHYsqCNsrXj5RRVJln1I0Gi0jm097jx+VYcTknmFot3Ho6aO7Ghl0XBXcDqdvmnRkGMXoieO+5hnZuHo5Gxn19TaxiYpMSHlVbJcVqqk5M1crHu1d3d2cAbgYGumDnQSS6TFImlugTAzN++7xbMUBBQEQSnpnUO7T5g4mcl856Xm0MH9z6Pv/rxoqOptgF/zK5H3+/QIURd4nZX3JCaRoijflp7DBjZclkUZBvXw/etE1PRwbUqzGqgi+u3YANxbjpbzkP05yOYAHYq/wRoEpS9kXcBwBesoCDHUUdNyIEkBAHIOYjiQUjABAgCXBk8DWLJ4wepZYfWnHtRgcNjMUqlcriDZrA9aCj0kwH3L3ut15diSUvPO3oj7amIPrZzV4X38hvfxE4qlCa9yMrJf5b2M79C8yRfDehi9dws6HteIxzVytLNo64NBPVqrj+8//WjqxNE2TZrO/nq+o2PZIKNDB/ffuXHul8VD1Ud6dmn349YDfXqEiEQlD58m8ItFjg62fXuEvF8BqwEw4rCMOewiQUlD3moYqBl679h4bCRtQKfVSAyCuC9gBMVJsMaC0QQKF5Cfgb0bEEH+dkT6c42UAAkHSWx0lzfo/CSpkDYCr6aib2irK3cS+nX10bYhWsbc1DgxJbd5reMLHselP4rN+N/4qio/1RNmPKMgP7cgP7datjN2UODYQYHxL7PXrpgvliqdnF0D2gR6eHg+efzo1s3rzk2MNb0aAJJSSqWyg8cv2lpbtgto0QDrZ1VnaC//YxeeTBquBwmmHzh679gAGDHxaCn6bkHkPygdDJhAcRKcL8F5AZk35DPBOQ12IuTvmDBLkKGQATEbDjS0kzWEe3vy5Iljk8aj1uHuZHMtKlHbVmifMYPan7oSfflOwuiB7S1rumHb7UfJ6dn8aaM61a1tWqeVl8Pmbz8CEP8y+170vdMPLvp4Ndm0oK8Z743IgirKMSEplcFgdAz2zcst6tm1vVZNrgAznpFMToglMh63tonkBuqVxuDYVJz/ArP/wV+rwV8EALLNYO8E6wAIf8gGAUJwjgD8sruyqcgnkU/iNQN5LPRV1PtJ2b9396cftannThoOOp1WKtV5TZf6h8GgD+sdICqRHop4ZMJlD+sdUN3c6qy84mcJr2eOrVjsuHHQysuhTGJ7Rmbus7iXBEE293Qe1DdUpcr4w897tGRgJQzt6R9xLSZ8QDttG2LgfTQexwZg42C4NcHyTRB8BQDyycAIsKcARpB7QjYFjCSwzoEmrVj4P5+ETAmKhT4K1N/9WFFRUVFBVnO3RrUE7d/S8fKdhJ4dtbMJsk5hamI0bVSn7PzinUfv2ljyhvT047x3aUpNsaj04OkHsyY2xIZkukBuXtHT2MTSUpmLs32f7sFlltDMzHnpr7NdnHRu1wh7W7OCIrGCIA37a+sy+hpl/i5mhWCOH6wWA6pHCDPIjwBdwboFSEE2g+J/oPqAZQZGRT9LIYUEBc6wUFCnP1pTR9gHwD4AXOfSLz+f/s20bnXZug4Q2r6ZXEHu/+cBRemGxIu2cbA1nzk2tFOgx6bdVwsFFc0SlOPp89f9uvrUk4iJ7lBQKLh47d7xiOvJqa9DO7YZOqBrWz/v8oEhQ/t2OXP5rlYsrJS+oT7nI+O1bYWB99EI/4uW9MDJ6bD6Gv/u1Qb5VCj2gvUYzDwAIPyh+BJMNxhVFNwkAWIUiGThBgd1pahh7oLpTzDqmmBX0rjFn3Zt7qaXudjvp39Xn5AAt427rnyYQiQV4mhn8dnoLmevx1ZaUkGQD2PS6jwTTncoKBRcun7/RMT150mpnYL8hg3s1jHIz9jonTMjDva2wmIdTSPxcrVNTs833MPpMo1qKlJNFxecnY+BcyDuDWkfwBhwgOI8jOaB8QiyNgATsnFgR4F9661cNxVKIFoKSzqKWRioqBvnn5ubO+vLGWtm93F3sq6L9nQRTxfb/t1aX7qdMKBb68pLfxiYmxoLhKUUpXzPhl4Xbz1/mZY/sl9g49v0Kzef/yw2saSk1MbaokN7X55JNXalcXG2r6K8VsMT2t7r5sOXXYOaadsQAxXTCJ/YVAQ7IXcrfnFAs+UwOQEAoEO6AcQysG6DwQcAeQiUfcF+R3win0I6hRt1sdpGKMhZX87YML9/I/ZqAAr44tNXY4L93bRtiG6h0oZ/16eSUnlqZuHMsaEuTRtJ+geAjMy8c5fvnDxzIzn1dadg/48GduvSIaBaXg3AkL6hN+8+rR8Da0tbH5dHsenatsLAO2mcT2wq6DRMC8a0YEw5hCOHIAoHALIdyHNgTwJDBLkLFK3B4IJxHkwZlDLI397ypoBELhNJHDSTVdjDO/EeBE+NbbP231497aN29bfnso5wKOLhrAndqxgr8eEQ5Of664Gb7/L3EddiBvXwbViL6gWKUr5MeZ34Mo0gSCfHJj26tKvx9p4quFwjuYKoUF5LFwhs7fI4Lr2tj4u2DTFQAR/ENWhHOAp24vJlSHoCANiQ74fRt+A8g8wPpAcwEyQF+hOwbkIpeWsD7gQZOGw4AtXKS3IMQfsv3rxOTEwkY16EdRhaR6PRAkqlMr9IXCgoMTFm21jyuO8Qm6fRaAavVh4ajWZqwuEXSypMbssrFNnbmDW8VXWFTK6If5GSnpENGs3L3alvzw7MCuOyakR5eS3dIbS91+a91w2OTTf5UC5Dpyaj3UrEC1E69M38q3QlGLfAWgk4Q+EI0EEFgmoDzlnQEyEX/Vf3hRxmbITJ39F0ZWxYt/qH2XW/63HD8NeJKKlMQQOtibWpGc9IKif4xRKxRKpUQr0gpFQqaTQam8WsdDHpg6V/t9YXbsVXmPzU1sflQUxa7QU+GpgivjDmeTJfIOJwWK2auwW0blYfOilqea06b7n20Gg0dyebxJS8D20Heb3gQ3FsAB5+i4038eNs5M4A2QIAyM4gz4KzAux7kAcCTIAO2UAw0sA+8l9QiRQQAALAokb9UqTcwqwu9/NtMNIyiyzNuIPD/KpSWK4gaDSawatViLWFSX6hWHUHUOajDm3cf9lzXS8cG0VSyWmZiS/TCZK0tDDz9/Gqb70rOp3OZjGFIrGZqS4q9fQNbfX7wZsGx6aD6OLkdf0xuwtSfoLjb6Dl/nuIDtlyKDaBdRv04jfHSFcou72VDJAlR271RCTekJ+fzzPWy0ROSan8xKWn3YKbV7E8m8U0pKy+h7Y+zk/iX5c/TqPR3J2sk1LzGt6kKiIQiu/cjz55NvLM5TtyuaJ3j5Ah/UJDOwQ0jIpjj9DAfy7cboCOagCLybCx4mXnF1de1EDDot9PbIRcvmvbss49hrT0q+pkBZuBR2vgMw95PwD/ui6lNxQRYI+D0g4KewBQtAMjC5wEyEoBQAi8psG7+hb+c+pEl0D36tdraLLyioXi0ibWZvzikgcxaUUCCY/LGRzmp5byM1BLOrTx+O3gzbY+zuU/6t+t9W8HIpu56dCNP0EQL1Nev0zJJAjSwsykVQuPjkFVenCvc/xaNTt3SUcztQEM7uG375/7n47qrG1DDLyFfjs2JpvdZ+iE6+ePnD78B41Gc2/Wumuv4bYOFVw7NLExxoXFCFuCoh81HllNID8BzjRw0iBzBQDpYLBfA6UAoACENEiqGUIC4MnjR2tn6br0X9TTlKTUPCd7y7ikbAszbu9OLQ0bc9Q5dDqNx+UUi0rNTctGvTMZdGMjtta3/lEqldk5Bc+TUkXiUiaT4eXh1LdH8Hv2UWswzM1NU9Nz3Fx0MXuda8xmMujvigwyoC20/6utJS5uLcZ/tgQARVGPoq4c2ftziZDPYLNa+QZ3DvuIZ2ZRYa0AB2yegJlrUbzoreOyP8CeBEYRSCsAkI8E5683usmpMiRyEFDNuH+5rJTHrVXQcwOQmlk4OMyv/AXXQN3Sv5vPhZvPP+7ftvxHTZuYZ+UJ3By1kOZYyC9OSEwrKOSDRnN0sA1q62PK061r9JC+nU+ei5wxabi2DamYoT39/7kaPeEjXYxw+WDRe8emhk6nt+/Yq33HXgCkUsndq//s+HmxXCZlc4x823YO6T6Iy31r/XmMP3Ik+P47CJa8tdQo/xXsQSBV24bYAhygBACKgYJqmiSXy0mimp5QG7Rt5XI/OrVXp5baNqSRY2PJyykorjCEJD27qGenhpPYEAjFLxJTc/IKQaNZW5q3aObaKVg7M41VwcHeViiskt6mVrCyMJGUyiWl8nelwRhoeBqPY9PEyIjbvX949/7hACRi4e2rJ7f/tEAhk7HZnJYBHTp2Hah6kpvTAQ4mmLkUgu8B9aXGCLQeYKVCoRIWNweK3nxS0ZYA72Pr5p+H9WxVFwOqX0y4bHGJHjjgRkCgj8uT+NdlVtokpXIajVbfoTdFfGHiq4zcvEIajWZuxvP2cglupzfKZ67ODjorrwVgcJhfxLWYj/sHatsQA29onI5NEy7PrNfg8b0GjwcgEQujbpzZ8cu3CrmMzmR4Nffv2X3wuiGO8zaj+H//VZHNBXsA4AAAinZgZ71RJCmmkMKCexW2HivJAwATnkliavqAehhU3XLn8avuIVWNfjRQGzq08fj1QGQZx3b2Rlz/rnXvY5RKZU5e4cuU10V8IQBrS/Nmni4hgXq50fngvl227zmps47N0c4ip0Bo2MtGd2j8jk0TLs+sx4DRPQaMBkDI5Q/uXDi6Z6NYKBicRUtf65rcv+drVXQlC2gBugCUBaiWoJ0HZABQpIC0akH/z0+gzUR8On3m9GmTcwuEdrotLcFiMqKepgzo1ro+cmwNaEKn00xNjATCUguzNyuaFKXMLRA62VvUSftyuSItIzslPbtUKqPTaPZNrFu38LS0aIi4/HpFx+W1APTt0urSref9DfLfusGH5dg0YbLZHboN6tBtEACJAkGzHrtHXWh7dCeNIuVcblZw+4yD/Yra2YIGGAEiADCmwbhqW7II03F8AiZHYtbsuT/9vu6HuQPrcyi1ZWgv/5gXmbuO3Z08oqO2bWn89O/mcy4ybvTANyok52/Gh3WsQSLJf+QV8FPSsnLyCmk0GovFdHN2CO3Qxsiosa336LK8FoDm7nZnb8T1q2gB1UDD8+E6Nk24LAwe1HYT2pZ+CgBcQYHHncsdTFYyk8UUnSb1s0952TE1s4cJzYhbhXlIFXnRODgUE6624otqKsZV/yiVSr6wVFwiUxAUQVLaNueDwMaSV1D0RoXk6t0XBUXi/l2rNz0oEkvS0rMzsnJVW9/Z2li6uzYNatuqcV9Se3Zp9+OW/Trr2AB0DvS89Si5SzsvbRtiwODY/mV1Pxyeh5RWoFwhsbCJ7R8e7x7OmgNZMOyk8R4FV71dT/MYBAEIRM6c3A5G2V1oxDuTlz16wa0bWMYQiYR06KjDSM/iHz77yM3J2tSEY8YzMjyuNRjt/VyvRSVGv8gMCXAf/1FwpeVLSkrTM3PTX+fK5HKlUsnjcd2cHXp2DSq/8XQjhk6ns3RYXgtAO1/XjbuuGBybLvAB/WNUytNVCFiE9ElQ+AAA1RIIBCsbuS1b8S+2kgvABEI4CDV7IrWPLPE4pqQRNNAY0ibsnPZGOaEMqZW6Kbdu6LIIAH7+ecegbjq34q0gyL/PPKLTaV9N6sFk6OiiRSPG1IRz7V7irPHd3xUgzheIMjJzMnMKFAoCgAnXyMXJvmvHRjjBWC3CugX9c+H2uBF9tG3IO/Fv4fQs4bV/CydtG/KhY3Bs/8FjI2EdvOcjdTYoRwCQrQCrD2AHmgNoxSCUECohz29jlt9GXUthnihterO43XKKWQqARhqx+K3yS0KANgAeRN35cu1ILQ2oLEWCkpjErLikLBqNNqiHX10FLBioFo/jMmISM7/5tLd65lChILJyCzKz8gr5QiiVlFJpZWnm3NSupbeHIcpOE7+Wnucu6qhupIpuwc237LtucGxax+DY3oJJx6OVaD0fWQugVO1lsxzsdZD1AScDMjGS5LDjoJNG0heruLkpvbmJ8s1biiks5t5MLTm9Ydlv6elpTjzq9z0nPVwcWzZ3cXFy0Mqg5AryfGRcelaRjRXPv4VTl3ah9avBb9QEjIpFTFoEhDLN3GBsDABKErS3r9rSPJDVzRXUP0iKpFGKR88ScvOKKKWSoigjDtu+iXVzL1cbK3NtW6fr6LK8FgA6neba1PpVRoGHs422bfmg+bAc28uXL7//bumOXXveo4BnYYTnP8L3G7z+HKQnyE5g2gKAkgOIUQoIy1UxtsIXz9XvzIABwIBjR49kF0WsnT8ov1AQ+zz5cuRDPl+kVCrpdBqLxXJxbNLMw8XLy5ldz1p8cgW5YcflUQMCq7j7TO0ppuw3bN734MGDGTNmDB48WCqVzp49Oykpae7cuX2HfR7z5M6fu/d17NhRUJC1+dcdDx8+NDIyWr58eWBg4KAQy8bn2CSl0ty8ouy8wqKiYgCUUsliMuRy6etcyaBeHRh0wzxw9RjUr8upM5EzJw/TtiHvpF/XVn8evjNzbKi2Dfmg+SAcW+SN63/t+pPNVJIkIRJVrs1jykb8D/BdiLTpIJtBtgrsKSBcQOeDoiBTgqpsv5+D+/fdunF265JhAGytLbp3DuyO/1QJhCJxQmJadPzLi9fvkQQJGo1Gg5kZz7mpnadHUzcnxzpM1tl17M7kER3tbBouk+nb735o7R/05ZdfduzYcfDgwT/99JORkdHGjRtHjBjx4sWLg4eOrlixYvHixS2aufD5/FWrVn3//fcymYwgqpZIocPIZPL8An5egSC/kK9QEEoASiWXa2TfxLq5h7N1u7fSBI9ffHrvaWrHth7as1cvcbSzKRaKKi+nPdgspoWZcW6BqCH/6QyUofE7NoIgtv+2effqUUwmffPeGxzrVlURLOey8PwHuH6NnI2AHQBQ3cBOglwMGVBIh61GqKPy7bDH9T+sFuS+VHm1CjEz5QUF+gS9rQGRmVuQmJR2537s6XO3KOrNzKaREdvO1trFsYm7m6OttUWVB/2GS7efe7vbNfA/2Pw5n1Ms699++83d3R3AvXv3Fi9e7Ovr6+bm9urVq8mTxq1YsWLQoEFJCc+++uqrPXv2jBkzpiHNqz0USfGFosLC4gJ+sUAgIqk3Xz+HzbK1sbRrYuXr41Xp2tiw3gE7j951drB0drCsf5MbFe4uTXVZXgvAkJ7+B/55MG1UJ20b8uHS+B3bnTt3hCLRp8tP0hnMlq1afz5tehUrshlo7oycYsACCAT4AAcQI0mOtt4YNf6/khwNXZGfN22gJJmrZvevrp2OdjaOdmXn5YUi8auUrPTMnMcxiWKxBACNRoNSyWQyrG0sm9paO9hbuzo7cLkVJB5EPU0pFJSED2hXXUtqibNT06wiislkvnr1SiwWSyQSW1tbAJaWlhKJpKWX64YNGwAkJTwzMjLavHnzjBkzQkJ0MTlJJJYIisV8QTG/WCwUlQBQKpVKpZLFZFpamFpbWXh7uViam9V4wXLCR8E/7boyZ1IYwxCYWh10XF4LgIkxm8GgC8VSw3aG2qIxOzapVLpg/hx7O4etv+5wdq5kk7YKKRABFgCg8ALtKmgcACAAIuBNNH8Z9u/fk50au/brOpOHNDPlBfg1D/ArK+QokcrT0jKz8ooexSReinxAKAiSpBgMuuqvsbFxPl9iYW7as5Nvw+f9TJw2a92GzQsXLoyIiMjLywsMDIyPj3dzc0tOTvb29gb51hplt27dPD09Dx48GBxceTpX3aJUKkViiVBUUiwUi8SSYqFYLleARoNSqfrLM+FaWZqZm/FcnR3MTE3qPP2ZwaAP6x1w6kr0sN4Bddty40b35bUADO3l/8+V6HFDgrRtyAdKY3Zsy5YsHt7N5a+TjxwdHWvWgjqSgSEAwYa8JzjH3mzPVp5du/6MfhC5ceHgmvVVLeKTsouKpZ6uLi2ae6qO8IslhYKSl2n5cgUhl5V2bu9OEtKnMS+u33lcKpEqARpN9bAHKJV0Bp3H45qbmpibmZqb86zNTa2szSzNzeh1EcswaEDvvn37Ojg4tGrVysPDY+zYseHh4cuWLevduzeLxSLJsuXXr1/fsmVd7pijIEiJpFQilUkkUkmptKSkVFxSKpXKoHrkUp0KAACPx7Uw45mamtjZWpmZmrDZVVMCrTs8XWzPXo+TyhRGnIbuWq9p69v88o17fcM6aNuQd2JlzhWVSGVygsNuzNdYnaXRnvS/du/k0IpD23fYdfJpja/XrFZQzXfkmsHEGTwLZNyEOwe2tmVLrln1fakgrZ68Wvmtnu5Hp/Xp0jIts0gskVGUksmkW5hx7WxMO7RxZ1dBjUJOEPmFgsJCfpFAlJdXmPwqQ1giKZVI1QWU1BsHQKfTKOpNSDqTzeSwWVwjIyaLaWrCBWBuxgWNbsozYTPoACzMTelM2uABfQYPHy+RSMzNzQH4+vo+efJEKBTa2Lw10frFjGlgWwKwsrLKzc0FIMu8RpZK5QqCUBAAZHIFQZIKBaFQECRByhQKmVxBkqRE8ibShCBJOo1Gp9NVM4SqZmk0GpPF5BobcY05XGMjUxOuQxNrHo9rxNHR1OZhfQL+uRJt2PGkWvQIbffj1gO67NgADA7zO3M91vA4rhUap2O7fu3q/duXti4dfv1ekodXDRVmE/KxqSP6qd5M+PfoF2WLURQ1Z/aXLZw4C//Xt2YdvYek1LyIazHmply5glAqlXY2Zl3aefGLS2wseZ4utp4u5Rxs1WAzmRUu6b0HqVxeUiIRiaQKuZxfLKKA4mJxsVBSUiIhKUohV0gVCgAEQfUZGeja3Fnl1d50x2arvVqxUGxlZA2AXyyytH0rbiIu4VVJUYrqNdfYCACbzWIyGEwmg8s1smIy2Swmh8NmMOiqTxsHhh1PagCdTmfrtrwWAEc7i9c5fNXqgLZt+eBohI5NIpH8/uvmvT+MBvDnsQe//bGnBo0QFLp/j49X/+vY3sG+vX+dP3t63MCAvqF1vJRNkNTR84/pNNqsCT3U4QlZecXX7yXS6bQRfdu8v3qdY8RmG7HZ1lWJ4DNloCStwk8SXqZ5OtmoPrU0kpUp1tbHBYoPMUO5V6eW1+8lGnYwrxY9urbXcXktAD07trhy90XvzoZvtqFpPI6Noqjs7Ozk5JdbN/88qGuzf65G33iY0rvfIB6vJvd0oRtQMB2sd1TNzc3dsnlTRmpysK/jvnXhtbL7bfIKRYfPPuKwWRw2s3M7zzL6BU2bmI/s17YOu6sXRInv+uTSsSNOoweweNyGNEf3aelpfy3K4Niqh+7LawFo5eVwPjK+V6cWjXvjBR2k8Ti2hISESZMmGnPY9vZNUvkm9kaOI8b06dKlS81aGzQa3Z0wrtzxMxGnjx3925hFTRneru30ulwXkSvIQxEPKaVyyshOxkaGUIIPi/oVOWukWJqbpb/O1pZSXRXpFOh590mKIRO/gWk8jq1Vq1ZXrly9dy8qLKxn1Wv9dh8XnmJ6d/Rt9tbxheVUTAsKChYtnOdiy9m+bHDdxhnLFWTEtZjXOfyR/do62H6Ic3EGLMyMDWlP1WVAv846Lq8FINjfbdPuqwbH1sA0HscGgMfjVcurAfjlDJ5/heurcfJzdHV7Z7EzEacP7tu1/IteXq41jNeoELmCOHbhKb+4ZGB3P0P01IeMnbVZTr7Q4NiqhaOdTXGxWNtWVE4rL4e4pGyfZjr9ZFkekqTEJdLKy+kkjcqx1YCmrcG0BLUaE7cgZXYFBSQSyY/r1xbnpe75IbxO0rzURL/IvHjzefjAdobtYwzY2ZjmFBQ3d2+ibUP0DHe3po+ePA9so9PLkz07tti674Z+Obaopyl3Hr/S3yQ8fbW7rris2iuNBWh4NYIgIiMjL54/U1iQR1Mqhvdu3WdyXSaoRSdkXr+f6O1u9/WUMMOqsgEA9rbmsYlZ2rZC/xjcL/T3Xcd03LHR6TRHe4u0zCJXR6vKS2ub9KyiiGuxzd2bzJkcNnlBxeHNus+H6Nji4+M2blhHB0lSFJ3BpNEYKhElKCkoKUCppIiWHraTB7Vo7lYvGaBXo17MmtDd4NIMqLEy5/KFEm1boX9wjdhyuYKQE0zdfrYY2N33z8O3Zo7tqm1D3odQLD0U8dDc1HjaqE76nlWp07+G+iAjI2PFssV/rhzBq0g4uAEQS2RNrE0NXs1AGdRbOhioFmNG9KF0PgGazWKY8Yzzi8S2VrqYUU6Q1NnrsZm5glH9A60sTLRtTh3wYTm2tWtWJiVEb13ykba8GoD0rCKXpnowI2GggbG3McvOLzaExVYXZ0c7bZtQJYb09Dt89vGUkR21bUhZbtxPehyXPrRXQIPtRdwA6PytTt2xc8cfHCJ3x8qPrS21eUuSmlnk5mitRQO0yJjhvSvcYccAgMDWLo9i07VthYH6wtTESKlUinQpzvB5cs4P2y8yGfTZk8LcnRrVRelDcWwSieTKpbOzJ2p/jjsrV9C0yQd6V25tZV63kaWNCZemVhnZfG1bYaAeGRzm98+VGG1bAQBZecW/7Ln2KqNg3tRenQI9tW1O3UNTy6LrC9t+Xnfg7+Mm1bzxVyopJUXqwlWVIEkmQ78XZg3UE4bfRqOHIAgmU8sLQCRFURTFYjKASlb6RRLZ9E+nTpj0acMYVofon2MD8Pz5c22bYMCAAQONHBqN5u3trY+Rbnrp2AwYMGDAgIF3of2pOQMGDBgwYKAOMTi2DwKZTKb5trS0NP9f5HJ5/fWbkZGhUChq00JBQcG7PpJIJCUlJarXQqGwzBhVEARRUlIiFospiqpKd+ozU2FrVYTP5wOgKKq4uBiAXC5X2/kuhEJhpRZqfmtVHE7N4PP5YrG4/C9E/W2WP/MVDlnT4Ly8vDox7JNPPunZs+eePXsASKXSGTNm9OzZ8/z58wDi4+NnzZr1999/HzlyxMXFJSAgICAgoE2bNiRJ1r5rA/qFYSqykZOWlnbv3r2CggILCwtfX19fX18ABw4cePLkiZOTE4DBgwe7u7vXeb85OTlbtmxp2rRpRkbGoEGDOnasOH3n3LlzXl5ezZo1q/DTs2fPxsXFzZs3r8JPt27dGh0d/fvvvwPo37//559/PmDAgDJlEhIS7t69a2dn17lzZzMzs0rNPnz48IMHD9zd3WNjY6dPn+7v719plfJMmTLll19+iYuLW7Zs2blz544cOQJg5MiRFRZWnYFjx45Nnjy5SZP3aUUeOHDg0aNHLi4uACZPnmxqaloD28r0W/7MUxS1atUqT09PzV+IsbGx5rf55MmTMmf++PHj5YesUCjUBtPp9AEDBnh41Erk/vvvv5fL5XPmzAkNDT137tyePXvy8/MnT548YsSIFy9eLF68eP78+YsXL+7UqVNcXNzKlStr05cBvebDStD+ALl+/TqLxbK1tSVJ8vHjxyrHBqBHjx4qZ2NmZvbLL7+MHTs2PT399evXmZmZsbGxHTt2fPTokUKhWLBgwd9//52SkiKTyRYuXEiS5O7du7Ozs5csWZKXl3fw4EGlUrlw4cKjR49mZmYKhcKvvvrKy8sLwNmzZ3v27NmtWzeZTBYfH//y5Ut1xTNnzqgLHz161NPT08rKKjY2Niws7NGjR6oybm5uACIiIuzs7GJiYnbv3q0y5vTp0yqXoxqISCQqKirKzMxUOS3NXkQi0a5du0QiUceOHdPS0tq3b685zPT09LS0tLy8PEdHx9LS0q+++kp1/QXQu3fvXr163bhx49q1azKZrMIxSiSSX3/9lclkhoWFtW7dWt2pyuzAwMDo6Oj79+/7+fklJyc/ffp0+vTpmraVOXWenp50On3VqlUAZs2aRVGUuuT58+c1x9u9e/cuXbowGIyUlJQy50Tz7AmFwu3bt9Pp9LVr18bGxqr7iomJuXr1qomJibrfoKAg9RFVzHBUVJSPj49UKtX8hezatUvz2yx/5isc8q1bt9QGS6XSrVu3Llu2rDY/ZrVrJAiCy+Xeu3dv8eLFvr6+bm5ur169mjp16ooVKwYNGlRUVHT37t0ff/wRgLOz86hRo2rTqQF9xODYGjkkSebm5s6fP7+goODKlSsSiYTL5QI4ffr0gwcPAMybN08kEpEkKZfLS0tLRSLR5MmTT548uWLFioyMjIiICIFAMHPmTAaDERERUVxcHBwcLBKJjh8/3qtXryFDhkRGRt6/f18kEk2cOFEgENy9e1fl2F69etW3b18AHA6nTZs2K1euVFeUy+XqwqGhof7+/pcuXZo8efLZs2fVZebMmQOgS5cuzZo1O3LkiNoYlXma7vny5cuvX78OCwsDcOjQIXULubm5y5cvv3//fkZGRnFxMUmSZYYZHh4eGxtrY2NjZGT08OHDly9f5ubmKpXKffv2Xbhw4cmTJz/88AOHw6lwjC9fvly7dm1UVFRubq5mpyqzg4KCHjx4kJqa+sknn9y5cyc7O9vFxUXzDGieOtUZOH/+/Pjx40mSvH37dlpamrokSZKa41V9a05OThkZGWXOiebZEwgEq1evzs7OLigoMDY2VveVkJDg5eXl7e0tl8vVZ159xMjICMDLly99fHxevHih+Qsp823euXOnzJmvcMiaBk+bNi0trbaKum3btj19+vTSpUu///57KysriURia2sLwNLSUiKRtG7desOGDQAOHjxoaWmp+h3a2NhU0qiBxojBsTVy2Gx2ly5dfv75Z1dXV7VXAxAeHh4aGqp6TaPRKIoqKipSvXVwcBCLxRwOh06nq9YnrK2txWKxRCIRCARMJtPS0tLW1vbUqVMeHh7m5m+SzS0sLEpLSwmCUL3t3r37kydPmjZtmpaW9tdffwmFQnXFR48eqQurMwsdHBw0G9ccQhljHBz+2/4jKCho9+7dAHr16kVRlGYLqampxsbGqot1hcN0cnJKSEiwsbGRSqUkSVpbWzMYjKysrHHjxvXq1evWrVtRUVECgaDCMZaUlJiYmBgbGwMob7afn99PP/3k4+Pj5+e3adMm1UPGe06dCmdn56ysLIIgNEs+ffpUc7zh4eHdu3cHMGfOnDLnRLNWRESEsbExi8ViMpmaffXr1y83N3fHjh2urq6qBjWPqCYeRSKRKrxb8xdS5tu0trYuc+YrHLKmwQB4vNrKJB4+fHjv3r3Xrl2zsLAAEBgYGB8f7+bmlpyc7O3trVmyRYsWQ4cOrWV3BvQXg2Nr5AwYMCAiIsLCwkIgEPTq1Ut9fMeOHSdPngQwbty49u3br169OicnZ8SIEapP+/Xrt3jxYoVCMXPmzD179ixYsIDNZs+bNy8vL+/UqVPFxcXTpk2ztLRMSUnJzMyUSCSqS6Fmvkvnzp2/+uqrS5cuURQ1Z86crKwsdUVVAVVhW1vbc+fOqVJWhw0bVqaMqpimMSdOnNAcHZPJNDc3V1+mNVsYOHDgggULxGJxhw4dVO2UH6YmquW0w4cPqwxr2rTp6dOnXVxcKhxjv379vvnmm+Tk5OHDh5c3m81mW1hYhISEMJlMlQ8oY5vmqfP39z937pzmqavwPJSh/DnRrDV48OAlS5aIxeJ169Zp9pWdnZ2fn29iYsLj8VRn3traWn1E1bK3t3d6enqZX0iZb/PMmTNlznyFQ9ZEJBLV/uFp//79r169Uq2kbt++fezYseHh4cuWLevduzeLxffZF3gAAAoaSURBVNIsuXPnzosXL6peX7p0qcw9hIFGjyF4xAAAyOVyNputeaS0tFT1TLB06dLZs2dzuVwOhwNAKpVSFKV68hOJRKampjKZTPVReVRPNqrXmhU1USgU6qvSu8qojal0IJotSCQSIyMjzVrlh1kpFY7xzJkzHh4e586d69ChQ4cOHd5l9nts02xW8wyUL/kuyp8TzVqaI9Xsq7Cw0NLSUlVL1a/mEQAymWzNmjXLly8v36Pmt1ldjh492qxZs5oF47wHuVwuFAoN840GymBwbAYq4fbt20FBQWWuvB84eXl5586dCw4ObtGihbZtqXtiY2O9vb3r9ht/8uRJmzZt6rBBAwbeg8GxGTBgwICBRoUhQduAAQMGDDQqDI6tESKXy2sfWq0t1FIj75cLkUgkak2TqguLVJ0ymill3kokkvz8fHWApfqFQqEQiUR1YoAq9lL1ukKlmNrogKhOV2FhofqIOpy1Nqi/u9LSUpWdmqMwYKDBMERFNjaio6P37dvn5uaWkJCwadMmXdipp+poSo1ERkaWkQvRFMvYu3dvYGBgu3btKixZG8popnh4eJSXUNm1a1dhYaGVlVViYuLatWt3797dqlWrvn37rl+/vkOHDqoAdz6fP378+NOnT6uaffr06a5duxwcHCZOnGhvb1+pGS9fvrx79+6kSZMAnDhxooo6IOHh4eV1QE6dOoW3dUBUwiUnTpxIS0vLyMho167diBEjqmLVe9D87o4cOeLq6tq1a9eXL1/+888/8+fPr03LBgxUF4Nja2wkJyfb29uHh4cLBILS0tJXr16pJSqOHTtWXmHkzp07KomKrKwsTdmO6OjosWPHApg/f/7q1atHjx598ODBlStXSiSS97xVRdNpqmxoqmDs2rWrjN7Hli1bNKvn5eXZ2dmpBqKSC9m6dWsZmZJFixaVGbKqZHR0tLojzbFoCp1IJJIKy2iOt4xmSpm36k67d++uMoYkyZkzZ86YMYPH4wmFQpVXUyqV27Zt00zI279//5IlS9LT0y9evDh+/HgA9+/fr1DWpLS0VK2Zoq5etzogquD+qVOnPn36NDIy8osvvnj58uW3336rKXdCEISZmZnml5WYmFhGpkRTFEYlE1Phb/Ly5cvqiqofpKZQiwEDdY7BsTU2BgwYcPTo0W+//VahUGzdurWMbEd5hRG1RIWmgsbs2bN9fHxUDfJ4vJs3b5IkeefOHTabTafT3/NWVUWzKU0VjPJ6H2UaV0mNqBpRy4WUkSkpP2RVyaNHj1Y4Fk2hk6SkpErHW0Zl49ixY5pvr169mpubSxDE2bNnLSws5HK5VCo1NTWdMWPGwoULjxw5oiogk8nCwsLy8/M1jbSxsRGLxa9fv1Yd0dQE0RxmbGysWjNFXb3OdUDKnEPNs6GSO7l48WLv3r01v6zk5OQyMiWavy7N745G+y8qjU6nP3nyRF2xvFCLAQN1jj7NUxmoCkePHu3Tp8+2bdsCAgJu376tKdtRXmGkuLhYLVGhlq7w9fWl0WjqOcwOHTrs3r176tSpO3bsCAkJef9bVRXNpjS7AODk5MRkMm1sbJhMJkmSFVYvg4WFBYfDqXQR6F1j0WyhKuNVqWwASEtLW7FiRZm31tbWTZs2pdFoo0ePXrBgQd++fR8+fAggKCjIw8PDyspKVeDFixcREREvXrzYt2+fqll7e3s+n5+RkeHs7Kw6curUqaysLE1ZE5WRpaWlZTRTAISHhy9dunTp0qXGxsZlTFL1HhUV9fr1a9V0pZ+f382bN21sbPz8/C5duqSWwQwPD//uu+8qzPsuc8ZUcidlvqx+/fq5urru2LFDcx1UUwBFTdOmTTMzMwFkZWU1bdpUs2KZjgwYqA8MT2yNDX9//7lz5zZv3jwpKWnUqFEEQaglKlJSUspIb2hKVGhKV0RHR8fExKim5oKDg9evX9+3b98NGzYEBQVRFPWetxEREebm5u9SwShvbZnGT58+TaPRVI1AQ8pEU6YkICBAdXDbtm0WFhYqP0Gj0d41Fs0WqjLeMiobDg4Omm9Vs2exsbFbtmwxNTXl8XiDBw8uc/4BdO3aFcCcOXPGjRunGk6fPn1mzJjBZrPXrFmjKvku6ZYymikq6lYHRBNVp1WRO7lz504ZmRJNAZQHDx6ov6/27dt/9tln9+/fT0tL27ZtW0REhLpiVToyYKCWGPLYGiFKpbK4uFilp4e3JSrKS29oHqmigkZVeJcKRi0pL9KhSVXGUsXxllHZqI3ohmYjHA5H9eSq4l3SLeU1Uyq1sPZU5dsvI1OC94rCFBUVWVpaqrydZsU6/JkZMFAhBsdmwIABAwYaFYY1NgMGDBgw0KgwODYDBgwYMNCoMDg2AzUkLy9P9eLcuXNJSUmqv5XWWrNmjVwuV/2tZwPf4uzZs+vXr1e/FgqFmp+qjVcblpCQsGvXrgrLVEqFJdesWbNq1ars7OzyvdeSOjmZ69evz87OrqvWDBjQLoaoSAM1ZNWqVQBmzZqlyptOTk729PQ0MjJKSUmRyWQLFy5MTk5Wp+XGxcVFR0ePGjWKJElVdPjTp0/V6cn79+9X1zpx4kSFLajiDuo19Xv+/PkkSb548UKdH10mh9rT07Nnz57qIzExMRXmHatKBgUFqT+lKIokSVWESO3TyV++fFmm5YSEhF9//ZXJZIaFhbVu3brC1gCoj6tSsNu2bRsTE6Mai+rMEARBkmRdRfoYMKAtDMEjBmrIo0ePVG6Aoih/f/9nz575+/sfP3589OjRDAbjwoULUqnU2tra29s7MDCQw+EolcoHDx7w+XxLS0s+n+/o6FhYWBgZGdmmTZsHDx6oa+Xn51fYgiqva+XKlf7+/iKRKCcnRyAQzJ07Nzs729jY+MCBA5rZxAKBIDY2tkuXLps3b/7qq69u3brl7u7erFkzlQTX2rVrJ06cuHv37mHDhgkEAvUQVCqL165dW7x4sSo/ul27dmoji4qK/P39GQyG+khCQoLavB9//FFtmLW1tb+//6VLl9SfPnv2jM/nx8TEjBs37q+//po4ceK2bdvUxu/Zs0ddVy6Xq61KSkqqsIxqv2/Nlu/evTtnzpyoqKjc3Nz09PQKW0tLS9NsISwsTLUZm3os48aNS09P5/P5quxvAwb0F8NUpIEa4uzszGazy+dNW1tbM5lMiUSimZaryoC+efNm586dVX/LpCera72rBVWxek39VhmmmR9dxsgyR96fd6z5qaplza5rk05evmVV6L+xsTHKpVqrWyufgl1+dOXtNGBAHzFMRRqoLaq8aX9//3PnzgFYsGABm82eN2/e1atX1Wm5qgxoiUTC4/FUfzXTkzVr7dmzp8IWGiD1W6FQ8Hg8zfxoTSNVA9Q8kp2dXWHesUKhOHfunLW1tfpT1ZDVttUynVwzUVrVcr9+/b755pvk5OThw4e/q7XyxzXHoro5KGOnAQN6yv8BFJLEcKiGYUMAAAAASUVORK5CYII=",
                        "text/plain": [
                            "<IPython.core.display.Image object>"
                        ]
                    },
                    "execution_count": 12,
                    "metadata": {},
                    "output_type": "execute_result"
                }
            ],
            "source": [
                "# define coastlines\n",
                "coast = mv.mcoast(\n",
                "    map_coastline_colour=\"charcoal\",\n",
                "    map_coastline_resolution=\"medium\",\n",
                "    map_coastline_land_shade=\"on\",\n",
                "    map_coastline_land_shade_colour=\"cream\",\n",
                "    map_coastline_sea_shade=\"off\",\n",
                "    map_boundaries=\"on\",\n",
                "    map_boundaries_colour= \"charcoal\",\n",
                "    map_boundaries_thickness = 1,\n",
                "    map_disputed_boundaries = \"off\",\n",
                "    map_grid_colour=\"tan\",\n",
                "    map_label_height=0.35,\n",
                ")\n",
                "\n",
                "# define view\n",
                "view = mv.geoview(\n",
                "    area_mode=\"name\",\n",
                "    area_name=\"europe\",\n",
                "    coastlines=coast\n",
                ")\n",
                "\n",
                "#define styles\n",
                "prob_shade = mv.mcont(legend= \"on\",\n",
                "                contour_automatics_settings = \"style_name\",\n",
                "                contour_style_name = \"sh_blup_f0t100lst\")\n",
                "\n",
                "title = mv.mtext(\n",
                "    text_lines=[\"Probabilities: Mean wave period > 8 s\", \n",
                "           \"START TIME: <grib_info key='base-date' format='%a %d %B %Y %H'/> \",\n",
                "           \"VALID TIME: <grib_info key='valid-date' format='%a %d %B %Y %H'/>, STEP: <grib_info key='step' />\"],\n",
                "    text_font_size=0.4,\n",
                "    text_colour         = 'charcoal')\n",
                "\n",
                "ecmwf_text = mv.mtext(    \n",
                "    text_lines          = [\"© European Centre for Medium-Range Weather Forecasts (ECMWF)\",\n",
                "                           \"Source: www.ecmwf.int Licence: CC-BY-4.0 and ECMWF Terms of Use\",\n",
                "                            \"https://apps.ecmwf.int/datasets/licences/general/\"],\n",
                "    text_justification  = 'center',\n",
                "    text_font_size      = 0.3,\n",
                "    text_mode           = \"positional\",\n",
                "    text_box_x_position = 6.,\n",
                "    text_box_y_position = -0.2,\n",
                "    text_box_x_length   = 8,\n",
                "    text_box_y_length   = 2,\n",
                "    text_colour         = 'charcoal')\n",
                "\n",
                "# generate plot\n",
                "mv.setoutput('jupyter', plot_widget=False)\n",
                "mv.plot(view, prob_mwp, prob_shade, title, ecmwf_text)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "0813538b-be17-49c8-a6b0-c70634d6114d",
            "metadata": {
                "editable": true,
                "slideshow": {
                    "slide_type": ""
                },
                "tags": []
            },
            "source": [
                "To generate the png file you can run the following cell."
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 13,
            "id": "961a379f-c8cd-4313-9169-48692f483c39",
            "metadata": {
                "editable": true,
                "slideshow": {
                    "slide_type": ""
                },
                "tags": [
                    "png"
                ]
            },
            "outputs": [],
            "source": [
                "png = mv.png_output(\n",
                "      output_name = \"medium-mwp-probability\",   # specify relative or full path\n",
                "      output_title = \"medium-mwp-probability\",    # title used by a viewer\n",
                "      output_width = 1000,                 # set width in pixels\n",
                ")\n",
                "mv.setoutput(png)\n",
                "mv.plot(view, prob_mwp, prob_shade, title, ecmwf_text)"
            ]
        },
        {
            "cell_type": "markdown",
            "id": "ea69aa8f-33ac-4220-a3fe-07db32e164a4",
            "metadata": {
                "editable": true,
                "slideshow": {
                    "slide_type": ""
                },
                "tags": [
                    "open_data"
                ]
            },
            "source": [
                "Note that plot produced using open data dataset will slightly differ from one from Open Charts. This is due to different resolution of the data.  \n",
                "Open data is on 0.25x0.25 resolution, while high resolution data is 0.1x0.1 grid."
            ]
        }
    ],
    "metadata": {
        "author": "Milana Vuckovic",
        "content_type": "Software & code",
        "data_access": "ecmwf-opendata",
        "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": "3.11.9"
        }
    },
    "nbformat": 4,
    "nbformat_minor": 5
}