From 1a7878cdaf5fc35a6ec7099f36148d2a509fbd99 Mon Sep 17 00:00:00 2001 From: Sasza Stanczew Date: Tue, 25 Mar 2025 13:05:33 +0100 Subject: [PATCH] =?UTF-8?q?Pliki=20JupyterLab=20i=20testowy=20jaki=C5=9B?= =?UTF-8?q?=20kod?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- PythonAI/.gitignore | 1 + PythonAI/JupyterLab/PythonAI_01.ipynb | 1795 +++++++++++++++++ .../data/AAPL_stock_price_example.csv | 230 +++ PythonAI/JupyterLab/data/bike_share.db | Bin 0 -> 622592 bytes PythonAI/JupyterLab/data/dog_food_orders.xlsx | Bin 0 -> 9688 bytes .../dzien1_numpy_notebook_trener.ipynb | 226 +++ PythonAI/readme.md | 30 + 7 files changed, 2282 insertions(+) create mode 100644 PythonAI/.gitignore create mode 100644 PythonAI/JupyterLab/PythonAI_01.ipynb create mode 100644 PythonAI/JupyterLab/data/AAPL_stock_price_example.csv create mode 100644 PythonAI/JupyterLab/data/bike_share.db create mode 100644 PythonAI/JupyterLab/data/dog_food_orders.xlsx create mode 100644 PythonAI/JupyterLab/dzien1_numpy_notebook_trener.ipynb diff --git a/PythonAI/.gitignore b/PythonAI/.gitignore new file mode 100644 index 0000000..e902b72 --- /dev/null +++ b/PythonAI/.gitignore @@ -0,0 +1 @@ +**/.ipynb_checkpoints diff --git a/PythonAI/JupyterLab/PythonAI_01.ipynb b/PythonAI/JupyterLab/PythonAI_01.ipynb new file mode 100644 index 0000000..8409bd5 --- /dev/null +++ b/PythonAI/JupyterLab/PythonAI_01.ipynb @@ -0,0 +1,1795 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "937a6197-91e0-48f6-ba48-2aba923698a6", + "metadata": {}, + "source": [ + "# PythonAI" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "e1b6fa60-9b9e-4647-ab72-29b3eb0a92d2", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "44c4e5ed-7975-49f9-b487-4fba07e0b300", + "metadata": {}, + "outputs": [], + "source": [ + "data = np.genfromtxt(\"/home/sasza/Pobrane/AAPL_stock_price_example.csv\", delimiter=',', usecols=(1), names=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "3dc69a27-1354-4381-9cec-673a46d7d8ac", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[90, 85, 88],\n", + " [72, 78, 80],\n", + " [95, 92, 93]])" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# uczniowie, wyniki testu\n", + "oceny = np.array([\n", + " [90,85,88],\n", + " [72,78,80],\n", + " [95,92,93]\n", + "])\n", + "oceny" + ] + }, + { + "cell_type": "markdown", + "id": "61187ee7-a773-4fb5-b129-158061a76c81", + "metadata": {}, + "source": [ + "# Maski logiczne\n", + "będą powszechnie wykorzystane w Pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "4c7d82b9-9730-4760-97bb-f3de73570934", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[[False False True]\n", + " [ True False True]\n", + " [ True True True]]\n", + "[ 4 6 12 123 13 3123]\n" + ] + } + ], + "source": [ + "# maski logiczne\n", + "tab = np.array([\n", + " [2,3,4],\n", + " [6,2,12],\n", + " [123,13,3123]\n", + "])\n", + "\n", + "maska = tab > 3\n", + "print(maska)\n", + "print(tab[maska])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "637d3ad3-9995-417a-900b-54815a18102a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([2, 3, 4, 2])" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tab[(tab > 2) & (tab < 7)]\n", + "tab[~(tab > 4)]" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "56012b75-9413-462a-9244-8b3699b32d1a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([88, 91, 0, 75, 99, 0])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "w = np.array([88,91,-1,75,99,-5])\n", + "w * (w>=0)" + ] + }, + { + "cell_type": "markdown", + "id": "e0a6bfd9-1e5a-4dc8-8f80-f73641a1b336", + "metadata": {}, + "source": [ + "# Pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "e052d5de-d25e-4cb0-a4ad-60aa1c7ba539", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2.2.3\n" + ] + } + ], + "source": [ + "print(pd.__version__)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "61c1cf75-c094-429b-8777-728a16036d68", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " product a product b product c\n", + "Kielce 13 20 200\n", + "Łódź 20 30 10\n", + "Kraków 0 10 0\n", + "Poznań 10 1 -3\n", + "product a 20\n", + "product b 30\n", + "product c 10\n", + "Name: Łódź, dtype: int64\n" + ] + } + ], + "source": [ + "product_data = {\n", + " 'product a': [13,20,0,10],\n", + " 'product b': [20,30,10,1],\n", + " 'product c': [200,10,0,-3],\n", + "}\n", + "\n", + "dane_sprzedazowe = pd.DataFrame(product_data, index=[\"Kielce\",\"Łódź\", \"Kraków\", \"Poznań\"])\n", + "print(dane_sprzedazowe)\n", + "print(dane_sprzedazowe.loc['Łódź'])" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "id": "5e495c66-927f-4ee6-ae52-6e02c9ad138e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Date Close\n", + "0 2019-01-02 157.919998\n", + "1 2019-01-03 142.190002\n", + "2 2019-01-04 148.259995\n", + "3 2019-01-07 147.929993\n", + "4 2019-01-08 150.750000\n", + ".. ... ...\n", + "224 2019-11-20 263.190002\n", + "225 2019-11-21 262.010010\n", + "226 2019-11-22 261.779999\n", + "227 2019-11-25 266.369995\n", + "228 2019-11-26 264.290009\n", + "\n", + "[229 rows x 2 columns]\n", + "\n", + "RangeIndex: 229 entries, 0 to 228\n", + "Data columns (total 2 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Date 229 non-null object \n", + " 1 Close 229 non-null float64\n", + "dtypes: float64(1), object(1)\n", + "memory usage: 3.7+ KB\n", + "None\n", + " Close\n", + "count 229.000000\n", + "mean 201.477598\n", + "std 28.246961\n", + "min 142.190002\n", + "25% 182.539993\n", + "50% 200.720001\n", + "75% 213.279999\n", + "max 267.100006\n", + "(229, 2)\n", + "Index(['Date', 'Close'], dtype='object')\n", + " Date Close\n", + "0 False False\n", + "1 False False\n", + "2 False False\n", + "3 False False\n", + "4 False False\n", + ".. ... ...\n", + "224 False False\n", + "225 False False\n", + "226 False False\n", + "227 False False\n", + "228 False False\n", + "\n", + "[229 rows x 2 columns]\n" + ] + } + ], + "source": [ + "data = pd.read_csv(\"data/AAPL_stock_price_example.csv\")\n", + "# data = pd.read_csv(\"./AAPL_stock_price_example.csv\", parse_dates=[\"Date\")\n", + "print(data)\n", + "print(data.info())\n", + "print(data.describe())\n", + "print(data.shape)\n", + "print(data.columns)\n", + "print(data.isnull())" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "d016fb3a-efce-407c-afc2-619380fea702", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
productwholesale_pricemsrpqty_orderedqty_shipped
0skippys_dream8.9918.38100100
1just_the_beef4.9910.43200195
2potatos_and_lamb5.1911.435050
3turkey_and_cranberries5.9812.005050
4roasted_duck9.5917.481515
\n", + "
" + ], + "text/plain": [ + " product wholesale_price msrp qty_ordered qty_shipped\n", + "0 skippys_dream 8.99 18.38 100 100\n", + "1 just_the_beef 4.99 10.43 200 195\n", + "2 potatos_and_lamb 5.19 11.43 50 50\n", + "3 turkey_and_cranberries 5.98 12.00 50 50\n", + "4 roasted_duck 9.59 17.48 15 15" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_excel(\"data/dog_food_orders.xlsx\")\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "755eaff8-b0a2-4d2f-aaba-590441eaa748", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['dteday', 'hr', 'cnt'], dtype='object')" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import sqlite3\n", + "con = sqlite3.connect(\"data/bike_share.db\")\n", + "data = pd.read_sql(\"SELECT * FROM rentals\", con)\n", + "data = data.set_index(\"index\")\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 139, + "id": "c08a3987-83b3-4314-a2a5-ed0da13d11ac", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameTelephoneEmailOffice
0Dr. Sally555-1234sally@calpoly.edu12-34
1Dr. Steve555-5678steve@calpoly.edu56-78
2Dr. Kathy555-9012kathy@calpoly.edu90-123
\n", + "
" + ], + "text/plain": [ + " Name Telephone Email Office\n", + "0 Dr. Sally 555-1234 sally@calpoly.edu 12-34\n", + "1 Dr. Steve 555-5678 steve@calpoly.edu 56-78\n", + "2 Dr. Kathy 555-9012 kathy@calpoly.edu 90-123" + ] + }, + "execution_count": 139, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_html(\"https://afd.calpoly.edu/web/sample-tables\")\n", + "data[1]" + ] + }, + { + "cell_type": "code", + "execution_count": 163, + "id": "e06d2078-5eff-40c8-945e-096b1bbd73b8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 163, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import requests\n", + "import datetime as dt\n", + "yesterday = dt.date.today() - dt.timedelta(days=1)\n", + "api = \"https://earthquake.usgs.gov/fdsnws/event/1/query\"\n", + "payload = {\n", + " \"format\": \"geojson\",\n", + " \"starttime\": yesterday - dt.timedelta(days=7),\n", + " \"endtime\": yesterday\n", + "}\n", + "response = requests.get(api, params=payload)\n", + "response" + ] + }, + { + "cell_type": "code", + "execution_count": 194, + "id": "5ca9c016-fbb6-4b1d-a424-9a396152857b", + "metadata": {}, + "outputs": [], + "source": [ + "json = response.json()\n", + "\n", + "data = [quake['properties'] for quake in json['features']]\n", + "data = pd.DataFrame(data)\n", + "\n", + "# data.sort_values(by='mag', ascending=False)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 199, + "id": "53002cd9-4747-48f9-ba75-58bd367f943b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
magplacetimeupdatedtzurldetailfeltcdimmi...idssourcestypesnstdminrmsgapmagTypetypetitle
01.565 km NNW of Boron, CA2025-03-23 23:56:23.0002025-03-24 00:01:09.995Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,ci40908351,,ci,,nearby-cities,origin,phase-data,scitech-link,36.00.1100000.2040.0mlearthquakeM 1.6 - 5 km NNW of Boron, CA
11.6031 km NW of Toyah, Texas2025-03-23 23:55:05.2462025-03-24 15:17:33.050Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,tx2025ftvc,,tx,,origin,phase-data,14.00.0000000.2062.0mlearthquakeM 1.6 - 31 km NW of Toyah, Texas
21.706 km NNE of Windsor, CA2025-03-23 23:52:39.9602025-03-25 12:07:17.366Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,nc75154137,,nc,,focal-mechanism,nearby-cities,origin,phase-da...64.00.0741300.0845.0mdearthquakeM 1.7 - 6 km NNE of Windsor, CA
35.10154 km ESE of Neiafu, Tonga2025-03-23 23:36:24.2132025-03-24 01:09:53.040Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,us7000pm4g,,us,,origin,phase-data,58.02.5670000.8862.0mbearthquakeM 5.1 - 154 km ESE of Neiafu, Tonga
41.1514 km ENE of Indio, CA2025-03-23 23:35:52.8102025-03-23 23:40:43.046Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,ci40908335,,ci,,nearby-cities,origin,phase-data,scitech-link,39.00.1184000.1947.0mlearthquakeM 1.2 - 14 km ENE of Indio, CA
..................................................................
23281.8070 km SE of Pedro Bay, Alaska2025-03-17 00:10:04.9352025-03-17 00:11:59.955Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,ak0253howj2l,,ak,,origin,phase-data,NaNNaN0.45NaNmlearthquakeM 1.8 - 70 km SE of Pedro Bay, Alaska
23291.752 km of The Geysers, CA2025-03-17 00:09:46.3902025-03-17 02:47:21.992Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,nc75149791,,nc,,nearby-cities,origin,phase-data,scitech-link,21.00.0075180.0267.0mdearthquakeM 1.8 - 2 km of The Geysers, CA
23301.341 km NNW of The Geysers, CA2025-03-17 00:08:45.2802025-03-17 02:22:19.952Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,nc75149786,,nc,,nearby-cities,origin,phase-data,scitech-link,11.00.0132700.0399.0mdearthquakeM 1.3 - 1 km NNW of The Geysers, CA
23310.654 km NNW of The Geysers, CA2025-03-17 00:05:59.3602025-03-17 17:56:00.796Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,nc75149781,,nc,,nearby-cities,origin,phase-data,scitech-link,15.00.0097860.0180.0mdearthquakeM 0.7 - 4 km NNW of The Geysers, CA
23321.6057 km S of Whites City, New Mexico2025-03-17 00:04:47.9522025-03-18 20:40:34.369Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,tx2025fhax,,tx,,origin,phase-data,17.00.1000000.3069.0mlearthquakeM 1.6 - 57 km S of Whites City, New Mexico
\n", + "

2333 rows × 26 columns

\n", + "
" + ], + "text/plain": [ + " mag place time \\\n", + "0 1.56 5 km NNW of Boron, CA 2025-03-23 23:56:23.000 \n", + "1 1.60 31 km NW of Toyah, Texas 2025-03-23 23:55:05.246 \n", + "2 1.70 6 km NNE of Windsor, CA 2025-03-23 23:52:39.960 \n", + "3 5.10 154 km ESE of Neiafu, Tonga 2025-03-23 23:36:24.213 \n", + "4 1.15 14 km ENE of Indio, CA 2025-03-23 23:35:52.810 \n", + "... ... ... ... \n", + "2328 1.80 70 km SE of Pedro Bay, Alaska 2025-03-17 00:10:04.935 \n", + "2329 1.75 2 km of The Geysers, CA 2025-03-17 00:09:46.390 \n", + "2330 1.34 1 km NNW of The Geysers, CA 2025-03-17 00:08:45.280 \n", + "2331 0.65 4 km NNW of The Geysers, CA 2025-03-17 00:05:59.360 \n", + "2332 1.60 57 km S of Whites City, New Mexico 2025-03-17 00:04:47.952 \n", + "\n", + " updated tz \\\n", + "0 2025-03-24 00:01:09.995 None \n", + "1 2025-03-24 15:17:33.050 None \n", + "2 2025-03-25 12:07:17.366 None \n", + "3 2025-03-24 01:09:53.040 None \n", + "4 2025-03-23 23:40:43.046 None \n", + "... ... ... \n", + "2328 2025-03-17 00:11:59.955 None \n", + "2329 2025-03-17 02:47:21.992 None \n", + "2330 2025-03-17 02:22:19.952 None \n", + "2331 2025-03-17 17:56:00.796 None \n", + "2332 2025-03-18 20:40:34.369 None \n", + "\n", + " url \\\n", + "0 https://earthquake.usgs.gov/earthquakes/eventp... \n", + "1 https://earthquake.usgs.gov/earthquakes/eventp... \n", + "2 https://earthquake.usgs.gov/earthquakes/eventp... \n", + "3 https://earthquake.usgs.gov/earthquakes/eventp... \n", + "4 https://earthquake.usgs.gov/earthquakes/eventp... \n", + "... ... \n", + "2328 https://earthquake.usgs.gov/earthquakes/eventp... \n", + "2329 https://earthquake.usgs.gov/earthquakes/eventp... \n", + "2330 https://earthquake.usgs.gov/earthquakes/eventp... \n", + "2331 https://earthquake.usgs.gov/earthquakes/eventp... \n", + "2332 https://earthquake.usgs.gov/earthquakes/eventp... \n", + "\n", + " detail felt cdi mmi ... \\\n", + "0 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "1 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "2 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "3 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "4 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "... ... ... ... ... ... \n", + "2328 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "2329 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "2330 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "2331 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "2332 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "\n", + " ids sources \\\n", + "0 ,ci40908351, ,ci, \n", + "1 ,tx2025ftvc, ,tx, \n", + "2 ,nc75154137, ,nc, \n", + "3 ,us7000pm4g, ,us, \n", + "4 ,ci40908335, ,ci, \n", + "... ... ... \n", + "2328 ,ak0253howj2l, ,ak, \n", + "2329 ,nc75149791, ,nc, \n", + "2330 ,nc75149786, ,nc, \n", + "2331 ,nc75149781, ,nc, \n", + "2332 ,tx2025fhax, ,tx, \n", + "\n", + " types nst dmin rms \\\n", + "0 ,nearby-cities,origin,phase-data,scitech-link, 36.0 0.110000 0.20 \n", + "1 ,origin,phase-data, 14.0 0.000000 0.20 \n", + "2 ,focal-mechanism,nearby-cities,origin,phase-da... 64.0 0.074130 0.08 \n", + "3 ,origin,phase-data, 58.0 2.567000 0.88 \n", + "4 ,nearby-cities,origin,phase-data,scitech-link, 39.0 0.118400 0.19 \n", + "... ... ... ... ... \n", + "2328 ,origin,phase-data, NaN NaN 0.45 \n", + "2329 ,nearby-cities,origin,phase-data,scitech-link, 21.0 0.007518 0.02 \n", + "2330 ,nearby-cities,origin,phase-data,scitech-link, 11.0 0.013270 0.03 \n", + "2331 ,nearby-cities,origin,phase-data,scitech-link, 15.0 0.009786 0.01 \n", + "2332 ,origin,phase-data, 17.0 0.100000 0.30 \n", + "\n", + " gap magType type title \n", + "0 40.0 ml earthquake M 1.6 - 5 km NNW of Boron, CA \n", + "1 62.0 ml earthquake M 1.6 - 31 km NW of Toyah, Texas \n", + "2 45.0 md earthquake M 1.7 - 6 km NNE of Windsor, CA \n", + "3 62.0 mb earthquake M 5.1 - 154 km ESE of Neiafu, Tonga \n", + "4 47.0 ml earthquake M 1.2 - 14 km ENE of Indio, CA \n", + "... ... ... ... ... \n", + "2328 NaN ml earthquake M 1.8 - 70 km SE of Pedro Bay, Alaska \n", + "2329 67.0 md earthquake M 1.8 - 2 km of The Geysers, CA \n", + "2330 99.0 md earthquake M 1.3 - 1 km NNW of The Geysers, CA \n", + "2331 80.0 md earthquake M 0.7 - 4 km NNW of The Geysers, CA \n", + "2332 69.0 ml earthquake M 1.6 - 57 km S of Whites City, New Mexico \n", + "\n", + "[2333 rows x 26 columns]" + ] + }, + "execution_count": 199, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data['time'] = pd.to_datetime(data.time, unit='ms')\n", + "data['updated'] = pd.to_datetime(data.updated, unit='ms')\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 208, + "id": "5ad6604e-4dd4-40db-8758-aca82675baf2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
placetzurldetailalertstatusnetcodeidssourcestypesmagTypetypetitle
count233302333233317233323332333233323332333233323332333
unique14300233323331316233123335437842051
top9 km NW of The Geysers, CANaNhttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...greenreviewednc2025frug,tx2025fhax,,nc,,origin,phase-data,mlearthquakeM 0.8 - 7 km NW of The Geysers, CA
freq36NaN111716035442153312721470227814
\n", + "
" + ], + "text/plain": [ + " place tz \\\n", + "count 2333 0 \n", + "unique 1430 0 \n", + "top 9 km NW of The Geysers, CA NaN \n", + "freq 36 NaN \n", + "\n", + " url \\\n", + "count 2333 \n", + "unique 2333 \n", + "top https://earthquake.usgs.gov/earthquakes/eventp... \n", + "freq 1 \n", + "\n", + " detail alert status \\\n", + "count 2333 17 2333 \n", + "unique 2333 1 3 \n", + "top https://earthquake.usgs.gov/fdsnws/event/1/que... green reviewed \n", + "freq 1 17 1603 \n", + "\n", + " net code ids sources types magType \\\n", + "count 2333 2333 2333 2333 2333 2333 \n", + "unique 16 2331 2333 54 37 8 \n", + "top nc 2025frug ,tx2025fhax, ,nc, ,origin,phase-data, ml \n", + "freq 544 2 1 533 1272 1470 \n", + "\n", + " type title \n", + "count 2333 2333 \n", + "unique 4 2051 \n", + "top earthquake M 0.8 - 7 km NW of The Geysers, CA \n", + "freq 2278 14 " + ] + }, + "execution_count": 208, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe(percentiles=[0.1,0.5,0.9])\n", + "data.describe(include='all')\n", + "data.describe(include=object)" + ] + }, + { + "cell_type": "code", + "execution_count": 213, + "id": "b93408b0-5bdc-4350-8894-30d6fe199b92", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "type\n", + "earthquake 2278\n", + "quarry blast 33\n", + "explosion 19\n", + "ice quake 3\n", + "Name: count, dtype: int64" + ] + }, + "execution_count": 213, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.type.value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3e97cee2-0491-4ed2-84f1-b72f7b986fa2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 197, + "id": "ca04e8f9-2005-432b-8607-a391f65eafb8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
magplacetimeupdatedtzurldetailfeltcdimmi...idssourcestypesnstdminrmsgapmagTypetypetitle
01.565 km NNW of Boron, CA2025-03-23 23:56:23.0001742774469995Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,ci40908351,,ci,,nearby-cities,origin,phase-data,scitech-link,36.00.1100000.2040.0mlearthquakeM 1.6 - 5 km NNW of Boron, CA
11.6031 km NW of Toyah, Texas2025-03-23 23:55:05.2461742829453050Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,tx2025ftvc,,tx,,origin,phase-data,14.00.0000000.2062.0mlearthquakeM 1.6 - 31 km NW of Toyah, Texas
21.706 km NNE of Windsor, CA2025-03-23 23:52:39.9601742904437366Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,nc75154137,,nc,,focal-mechanism,nearby-cities,origin,phase-da...64.00.0741300.0845.0mdearthquakeM 1.7 - 6 km NNE of Windsor, CA
35.10154 km ESE of Neiafu, Tonga2025-03-23 23:36:24.2131742778593040Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,us7000pm4g,,us,,origin,phase-data,58.02.5670000.8862.0mbearthquakeM 5.1 - 154 km ESE of Neiafu, Tonga
41.1514 km ENE of Indio, CA2025-03-23 23:35:52.8101742773243046Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,ci40908335,,ci,,nearby-cities,origin,phase-data,scitech-link,39.00.1184000.1947.0mlearthquakeM 1.2 - 14 km ENE of Indio, CA
..................................................................
23281.8070 km SE of Pedro Bay, Alaska2025-03-17 00:10:04.9351742170319955Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,ak0253howj2l,,ak,,origin,phase-data,NaNNaN0.45NaNmlearthquakeM 1.8 - 70 km SE of Pedro Bay, Alaska
23291.752 km of The Geysers, CA2025-03-17 00:09:46.3901742179641992Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,nc75149791,,nc,,nearby-cities,origin,phase-data,scitech-link,21.00.0075180.0267.0mdearthquakeM 1.8 - 2 km of The Geysers, CA
23301.341 km NNW of The Geysers, CA2025-03-17 00:08:45.2801742178139952Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,nc75149786,,nc,,nearby-cities,origin,phase-data,scitech-link,11.00.0132700.0399.0mdearthquakeM 1.3 - 1 km NNW of The Geysers, CA
23310.654 km NNW of The Geysers, CA2025-03-17 00:05:59.3601742234160796Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,nc75149781,,nc,,nearby-cities,origin,phase-data,scitech-link,15.00.0097860.0180.0mdearthquakeM 0.7 - 4 km NNW of The Geysers, CA
23321.6057 km S of Whites City, New Mexico2025-03-17 00:04:47.9521742330434369Nonehttps://earthquake.usgs.gov/earthquakes/eventp...https://earthquake.usgs.gov/fdsnws/event/1/que...NaNNaNNaN...,tx2025fhax,,tx,,origin,phase-data,17.00.1000000.3069.0mlearthquakeM 1.6 - 57 km S of Whites City, New Mexico
\n", + "

2333 rows × 26 columns

\n", + "
" + ], + "text/plain": [ + " mag place time \\\n", + "0 1.56 5 km NNW of Boron, CA 2025-03-23 23:56:23.000 \n", + "1 1.60 31 km NW of Toyah, Texas 2025-03-23 23:55:05.246 \n", + "2 1.70 6 km NNE of Windsor, CA 2025-03-23 23:52:39.960 \n", + "3 5.10 154 km ESE of Neiafu, Tonga 2025-03-23 23:36:24.213 \n", + "4 1.15 14 km ENE of Indio, CA 2025-03-23 23:35:52.810 \n", + "... ... ... ... \n", + "2328 1.80 70 km SE of Pedro Bay, Alaska 2025-03-17 00:10:04.935 \n", + "2329 1.75 2 km of The Geysers, CA 2025-03-17 00:09:46.390 \n", + "2330 1.34 1 km NNW of The Geysers, CA 2025-03-17 00:08:45.280 \n", + "2331 0.65 4 km NNW of The Geysers, CA 2025-03-17 00:05:59.360 \n", + "2332 1.60 57 km S of Whites City, New Mexico 2025-03-17 00:04:47.952 \n", + "\n", + " updated tz url \\\n", + "0 1742774469995 None https://earthquake.usgs.gov/earthquakes/eventp... \n", + "1 1742829453050 None https://earthquake.usgs.gov/earthquakes/eventp... \n", + "2 1742904437366 None https://earthquake.usgs.gov/earthquakes/eventp... \n", + "3 1742778593040 None https://earthquake.usgs.gov/earthquakes/eventp... \n", + "4 1742773243046 None https://earthquake.usgs.gov/earthquakes/eventp... \n", + "... ... ... ... \n", + "2328 1742170319955 None https://earthquake.usgs.gov/earthquakes/eventp... \n", + "2329 1742179641992 None https://earthquake.usgs.gov/earthquakes/eventp... \n", + "2330 1742178139952 None https://earthquake.usgs.gov/earthquakes/eventp... \n", + "2331 1742234160796 None https://earthquake.usgs.gov/earthquakes/eventp... \n", + "2332 1742330434369 None https://earthquake.usgs.gov/earthquakes/eventp... \n", + "\n", + " detail felt cdi mmi ... \\\n", + "0 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "1 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "2 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "3 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "4 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "... ... ... ... ... ... \n", + "2328 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "2329 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "2330 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "2331 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "2332 https://earthquake.usgs.gov/fdsnws/event/1/que... NaN NaN NaN ... \n", + "\n", + " ids sources \\\n", + "0 ,ci40908351, ,ci, \n", + "1 ,tx2025ftvc, ,tx, \n", + "2 ,nc75154137, ,nc, \n", + "3 ,us7000pm4g, ,us, \n", + "4 ,ci40908335, ,ci, \n", + "... ... ... \n", + "2328 ,ak0253howj2l, ,ak, \n", + "2329 ,nc75149791, ,nc, \n", + "2330 ,nc75149786, ,nc, \n", + "2331 ,nc75149781, ,nc, \n", + "2332 ,tx2025fhax, ,tx, \n", + "\n", + " types nst dmin rms \\\n", + "0 ,nearby-cities,origin,phase-data,scitech-link, 36.0 0.110000 0.20 \n", + "1 ,origin,phase-data, 14.0 0.000000 0.20 \n", + "2 ,focal-mechanism,nearby-cities,origin,phase-da... 64.0 0.074130 0.08 \n", + "3 ,origin,phase-data, 58.0 2.567000 0.88 \n", + "4 ,nearby-cities,origin,phase-data,scitech-link, 39.0 0.118400 0.19 \n", + "... ... ... ... ... \n", + "2328 ,origin,phase-data, NaN NaN 0.45 \n", + "2329 ,nearby-cities,origin,phase-data,scitech-link, 21.0 0.007518 0.02 \n", + "2330 ,nearby-cities,origin,phase-data,scitech-link, 11.0 0.013270 0.03 \n", + "2331 ,nearby-cities,origin,phase-data,scitech-link, 15.0 0.009786 0.01 \n", + "2332 ,origin,phase-data, 17.0 0.100000 0.30 \n", + "\n", + " gap magType type title \n", + "0 40.0 ml earthquake M 1.6 - 5 km NNW of Boron, CA \n", + "1 62.0 ml earthquake M 1.6 - 31 km NW of Toyah, Texas \n", + "2 45.0 md earthquake M 1.7 - 6 km NNE of Windsor, CA \n", + "3 62.0 mb earthquake M 5.1 - 154 km ESE of Neiafu, Tonga \n", + "4 47.0 ml earthquake M 1.2 - 14 km ENE of Indio, CA \n", + "... ... ... ... ... \n", + "2328 NaN ml earthquake M 1.8 - 70 km SE of Pedro Bay, Alaska \n", + "2329 67.0 md earthquake M 1.8 - 2 km of The Geysers, CA \n", + "2330 99.0 md earthquake M 1.3 - 1 km NNW of The Geysers, CA \n", + "2331 80.0 md earthquake M 0.7 - 4 km NNW of The Geysers, CA \n", + "2332 69.0 ml earthquake M 1.6 - 57 km S of Whites City, New Mexico \n", + "\n", + "[2333 rows x 26 columns]" + ] + }, + "execution_count": 197, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.to_csv(\"data/out.csv\")" + ] + }, + { + "cell_type": "markdown", + "id": "aeea3f8b-4856-4ba5-83dd-f6b0f4aa3747", + "metadata": { + "jp-MarkdownHeadingCollapsed": true + }, + "source": [ + "# Losowość" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "id": "d114c181-cb51-4e7d-ab7c-e1033c6f1916", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 0.068324\n", + "1 0.228807\n", + "2 0.424159\n", + "3 0.288747\n", + "4 0.091950\n", + "5 0.017583\n", + "6 0.832726\n", + "7 0.191866\n", + "8 0.969317\n", + "9 0.795694\n", + "10 0.385554\n", + "11 0.614211\n", + "12 0.881981\n", + "13 0.157185\n", + "14 0.908872\n", + "dtype: float64" + ] + }, + "execution_count": 97, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import time\n", + "np.random.seed(int(time.time()))\n", + "x = np.random.rand(15)\n", + "pd.Series(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "id": "b5f7817b-a68d-4c6a-a16d-ffbe25e76156", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
randomtexttruth
2025-03-010.693064fooTrue
2025-03-020.473443barTrue
2025-03-030.877936bazTrue
\n", + "
" + ], + "text/plain": [ + " random text truth\n", + "2025-03-01 0.693064 foo True\n", + "2025-03-02 0.473443 bar True\n", + "2025-03-03 0.877936 baz True" + ] + }, + "execution_count": 106, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.DataFrame({\n", + " \"random\": np.random.rand(5),\n", + " \"text\": [\"foo\", \"bar\", \"baz\", \"car\", \"txt\"],\n", + " \"truth\": [np.random.choice((True, False)) for _ in range(5)]\n", + "}, index = pd.date_range(\"2025-03-01\", periods=5, freq=\"D\")\n", + ")\n", + "\n", + "data[data[\"truth\"] == True]" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "id": "c8f5fba4-76fe-4b0a-bbc0-e2c5114a769b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
012
0000
1112
2244
3396
44168
\n", + "
" + ], + "text/plain": [ + " 0 1 2\n", + "0 0 0 0\n", + "1 1 1 2\n", + "2 2 4 4\n", + "3 3 9 6\n", + "4 4 16 8" + ] + }, + "execution_count": 118, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tuple = [(n, n**2, n*2) for n in range(5)]\n", + "pd.DataFrame(tuple)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c5d2e71f-0ce7-4329-afad-bb50a5f31dc2", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/PythonAI/JupyterLab/data/AAPL_stock_price_example.csv b/PythonAI/JupyterLab/data/AAPL_stock_price_example.csv new file mode 100644 index 0000000..8679cb0 --- /dev/null +++ b/PythonAI/JupyterLab/data/AAPL_stock_price_example.csv @@ -0,0 +1,230 @@ +Date,Close +2019-01-02,157.919998 +2019-01-03,142.190002 +2019-01-04,148.259995 +2019-01-07,147.929993 +2019-01-08,150.75 +2019-01-09,153.309998 +2019-01-10,153.800003 +2019-01-11,152.289993 +2019-01-14,150 +2019-01-15,153.070007 +2019-01-16,154.940002 +2019-01-17,155.860001 +2019-01-18,156.820007 +2019-01-22,153.300003 +2019-01-23,153.919998 +2019-01-24,152.699997 +2019-01-25,157.759995 +2019-01-28,156.300003 +2019-01-29,154.679993 +2019-01-30,165.25 +2019-01-31,166.440002 +2019-02-01,166.520004 +2019-02-04,171.25 +2019-02-05,174.179993 +2019-02-06,174.240005 +2019-02-07,170.940002 +2019-02-08,170.410004 +2019-02-11,169.429993 +2019-02-12,170.889999 +2019-02-13,170.179993 +2019-02-14,170.800003 +2019-02-15,170.419998 +2019-02-19,170.929993 +2019-02-20,172.029999 +2019-02-21,171.059998 +2019-02-22,172.970001 +2019-02-25,174.229996 +2019-02-26,174.330002 +2019-02-27,174.869995 +2019-02-28,173.149994 +2019-03-01,174.970001 +2019-03-04,175.850006 +2019-03-05,175.529999 +2019-03-06,174.520004 +2019-03-07,172.5 +2019-03-08,172.910004 +2019-03-11,178.899994 +2019-03-12,180.910004 +2019-03-13,181.710007 +2019-03-14,183.729996 +2019-03-15,186.119995 +2019-03-18,188.020004 +2019-03-19,186.529999 +2019-03-20,188.160004 +2019-03-21,195.089996 +2019-03-22,191.050003 +2019-03-25,188.740005 +2019-03-26,186.789993 +2019-03-27,188.470001 +2019-03-28,188.720001 +2019-03-29,189.949997 +2019-04-01,191.240005 +2019-04-02,194.020004 +2019-04-03,195.350006 +2019-04-04,195.690002 +2019-04-05,197 +2019-04-08,200.100006 +2019-04-09,199.5 +2019-04-10,200.619995 +2019-04-11,198.949997 +2019-04-12,198.869995 +2019-04-15,199.229996 +2019-04-16,199.25 +2019-04-17,203.130005 +2019-04-18,203.860001 +2019-04-22,204.529999 +2019-04-23,207.479996 +2019-04-24,207.160004 +2019-04-25,205.279999 +2019-04-26,204.300003 +2019-04-29,204.610001 +2019-04-30,200.669998 +2019-05-01,210.520004 +2019-05-02,209.149994 +2019-05-03,211.75 +2019-05-06,208.479996 +2019-05-07,202.860001 +2019-05-08,202.899994 +2019-05-09,200.720001 +2019-05-10,197.179993 +2019-05-13,185.720001 +2019-05-14,188.660004 +2019-05-15,190.919998 +2019-05-16,190.080002 +2019-05-17,189 +2019-05-20,183.089996 +2019-05-21,186.600006 +2019-05-22,182.779999 +2019-05-23,179.660004 +2019-05-24,178.970001 +2019-05-28,178.229996 +2019-05-29,177.380005 +2019-05-30,178.300003 +2019-05-31,175.070007 +2019-06-03,173.300003 +2019-06-04,179.639999 +2019-06-05,182.539993 +2019-06-06,185.220001 +2019-06-07,190.149994 +2019-06-10,192.580002 +2019-06-11,194.809998 +2019-06-12,194.190002 +2019-06-13,194.149994 +2019-06-14,192.740005 +2019-06-17,193.889999 +2019-06-18,198.449997 +2019-06-19,197.869995 +2019-06-20,199.460007 +2019-06-21,198.779999 +2019-06-24,198.580002 +2019-06-25,195.570007 +2019-06-26,199.800003 +2019-06-27,199.740005 +2019-06-28,197.919998 +2019-07-01,201.550003 +2019-07-02,202.729996 +2019-07-03,204.410004 +2019-07-05,204.229996 +2019-07-08,200.020004 +2019-07-09,201.240005 +2019-07-10,203.229996 +2019-07-11,201.75 +2019-07-12,203.300003 +2019-07-15,205.210007 +2019-07-16,204.5 +2019-07-17,203.350006 +2019-07-18,205.660004 +2019-07-19,202.589996 +2019-07-22,207.220001 +2019-07-23,208.839996 +2019-07-24,208.669998 +2019-07-25,207.020004 +2019-07-26,207.740005 +2019-07-29,209.679993 +2019-07-30,208.779999 +2019-07-31,213.039993 +2019-08-01,208.429993 +2019-08-02,204.020004 +2019-08-05,193.339996 +2019-08-06,197 +2019-08-07,199.039993 +2019-08-08,203.429993 +2019-08-09,200.990005 +2019-08-12,200.479996 +2019-08-13,208.970001 +2019-08-14,202.75 +2019-08-15,201.740005 +2019-08-16,206.5 +2019-08-19,210.350006 +2019-08-20,210.360001 +2019-08-21,212.639999 +2019-08-22,212.460007 +2019-08-23,202.639999 +2019-08-26,206.490005 +2019-08-27,204.160004 +2019-08-28,205.529999 +2019-08-29,209.009995 +2019-08-30,208.740005 +2019-09-03,205.699997 +2019-09-04,209.190002 +2019-09-05,213.279999 +2019-09-06,213.259995 +2019-09-09,214.169998 +2019-09-10,216.699997 +2019-09-11,223.589996 +2019-09-12,223.089996 +2019-09-13,218.75 +2019-09-16,219.899994 +2019-09-17,220.699997 +2019-09-18,222.770004 +2019-09-19,220.960007 +2019-09-20,217.729996 +2019-09-23,218.720001 +2019-09-24,217.679993 +2019-09-25,221.029999 +2019-09-26,219.889999 +2019-09-27,218.820007 +2019-09-30,223.970001 +2019-10-01,224.589996 +2019-10-02,218.960007 +2019-10-03,220.820007 +2019-10-04,227.009995 +2019-10-07,227.059998 +2019-10-08,224.399994 +2019-10-09,227.029999 +2019-10-10,230.089996 +2019-10-11,236.210007 +2019-10-14,235.869995 +2019-10-15,235.320007 +2019-10-16,234.369995 +2019-10-17,235.279999 +2019-10-18,236.410004 +2019-10-21,240.509995 +2019-10-22,239.960007 +2019-10-23,243.179993 +2019-10-24,243.580002 +2019-10-25,246.580002 +2019-10-28,249.050003 +2019-10-29,243.289993 +2019-10-30,243.259995 +2019-10-31,248.759995 +2019-11-01,255.820007 +2019-11-04,257.5 +2019-11-05,257.130005 +2019-11-06,257.23999 +2019-11-07,259.429993 +2019-11-08,260.140015 +2019-11-11,262.200012 +2019-11-12,261.959991 +2019-11-13,264.470001 +2019-11-14,262.640015 +2019-11-15,265.76001 +2019-11-18,267.100006 +2019-11-19,266.290009 +2019-11-20,263.190002 +2019-11-21,262.01001 +2019-11-22,261.779999 +2019-11-25,266.369995 +2019-11-26,264.290009 \ No newline at end of file diff --git a/PythonAI/JupyterLab/data/bike_share.db b/PythonAI/JupyterLab/data/bike_share.db new file mode 100644 index 0000000000000000000000000000000000000000..e158e7dca7ed52be82d248033ac123d242c797c4 GIT binary patch literal 622592 zcmeF)b(9oW+b;a7ZC&j$g2OPlGq_jb?(XjHF5S2U2*F(wEP)Us#0W7$j1ZC#NC+WD zhygJ|?A-h6sd?Y?t?&Ee{mxoh&pK2Tu;w1^v%rP)m6Q#bH_F#rwq*)Hh$9B zfm1T78WF=Z4JRYRFpPZkzs>YN_rDY>g!=(${x_Zj$4e+GImm8U`hbNa|}Lx#>6 zIir84rtP{kY}2_vKFB&=|fEjN(W#FJOL$m+?Y*_YJ?9#ANo2LK$lYQBrO@CIGrp=pnD(}n4$Q&|d=#YUk zGc&q0?a>9nh)J3M+XDuVo01dw%1C<72L})8XMR=qUijzm58)f(>*0^XAB4|`&xKzO zKOa6BJ`p||elWZ{yfwT&ygIxroCwbePYX{7j|vY7_Y3z3cM7)&Hw!!AI^k;Jis91X z%y7YQdN>mHg+=J^(B06T(08G)Lf1l76zUV|7U~dc6>1V{5ULfb5-J}m8OjLd52c1eAuGg!e+GXI-U{9f zei6JHycE0;d?WaB@VVfV!DGRL)>Z3G>y&lS+Gs7ZCRzQhHdbw`l$B<2&uz~&&pV#y zJV!lSJZw zO3si&WCvMKmX@i~5Z{Uq#Y^It*d~^W$zp(LD{6}pBF6vbH~9zr41a`gelNvzOh>pB0TaNoFs(nUAu@$?S}qc~heCM#=0&H?w@vc*A6N+RZ#F z5_fdwHC}KtitJ?cyc@|#yg@R0&W%JgUO)N8o^>NmS-oWTjGHlkBwm*?uW6ievp^(X zha$@~o_3>r(Rl6TXP(TeR11IoJn7MRtz`C;o26$)<294nlWvw)A{wue%${(w)Pm7? z^$J{JdGa9d&%ucvjv}rV6C7C_yW|210cvdny?q=au(Rk%#cFfH} z{iE?p$?Op~3l59MD<-pt-7GLD8n2Mdj=Gt@K{Q@InH_O6U;SvjTrxZCX5Q3jylgT% z*Qep(nmzGTY{6vDvYB0i7{ptD8lQXQJ`^$p>z6!$|jNJYO=~ z>}KH>(Rkiuw#m&xRig1c$!w#W1zSer>B($^n+57d<7vrky_@+PN8_o<>;X6P*|B(v z&X}>z&Ai5vSUi>t?{`DXxDbs;lb^lT4Lx0=@klaT<7SF}KElatwVUbwhIHmN?sGE{ zi3gL>DmP-0cz_~mo9X^e39e@~lcVlC8`WjeC>XGB-=F7L8lU zY^j^2RgT6z$!v+6rP9xuN@k1QEM-D0E_KF?MQ#=|_Qm2N87_3gsBttJ=gH4bxM8GQ zG|rM)+|9!DlVv8e1#T8<7Kt0uq`%30Hwre6%ttcMO#)pa^N`GS6Mx;vTqJYc#8)9Q z2gz(V@y?3Q)(M;CCYEs}G7Ary=|-OZk(o$lxQQwrnSo@wn@AC!t`qMxHxZF(c*s;Y zU@Sb960bSMO+*pn^?w6k->P- zAUE>#hzvq9&`ng)$Ur0m+(h!o03`k0M6gJIB>mik`qPgRui4j4RJbn%mf0sKi1fkd z^v4~I=o21r=^gz_{gh9o-~2Fwzl82R8|{i*!KJ-c9_q zBkhs2a}!_LNIN8L-NZX2+Eyp5jhk4;W05v^P-{2x^oz7c(#lQfr>7N?mTn?Nq$QFT zZX#H?g-*Q9-GqgkQ{Xk5{a4V80?Tab1~SqVU!+M^rK-v91R_n4GT8Djz|N1UVS%;w29P5QqN7oEh6=h z)OC|k+elp`b=)LaKT-!tZ8r(jkJLs|%T4@MBejs!bQ53sNKGU)+{D`>T0+W z)<|_csG1vjoJch!Roz4tj#Ncb#Z4p+SJ8<#%S}W$ivq7%*$r5@G6j}d$qi(r623^q ztV&gqy|5w`kyLP#bZ?{rlJahnRwPm$NjW!3O^=jAQr1mU3P;K!DdQ%w>X9-?O1nw4 zVWc#YQf@+>D21e?n}l0MN+K!YCZW2K5=e@>Nw9UKIFe#+66hN#h9uKX{LLbn`Y>&7 zd`TB#aeQ%AVrYDkJ|R0ho)}N`j>lUQ_r({KCC2@uXzcP=KN?s6nMLD>Km0Vd{e38n zbMD$SPW&xKW4~W?GXLjVG$wx1kEwgR2aVHjm7#IL4|8a2{e62Hn|)W9#>zLx(pce} zhBRi~NTspnSNbb7{IUv-O}@~7Zu9FsX&nDqIU3u4I-SN2S6k88_me_2-hX8RjYBTi zqjAMY`qc2?5Bt;D>jV82HeH-YrVR{!NkzgCdOX|L$-u<6TnXdL*GMdQpD_1E8gTK^q4z7VEy&~pQ5tp2P{ z$~_aIvC`8cX>?B3rLomh`kCqe#26a;Ki-tak&hLiamu6mD=#|k(761Ve$3Q|2hcd| zXayQu9HGHzaHunl3lA2fas7k3GwlxO@4V-J{anr3JB-H3d-Qi6-_21cl$9qCV?qx>FpgzwPNeQ7$fkI+&5T{@z_Mo05!=}7)K9mQ{^Blrb$ z^ge=)+&j=wdo4O*&!D4qi;mQ9(NX%P;G4nIp?5=XgkA}~5PCZFSm@!7j|C(V?NC{-K_s&Y`xU=Ank6x}oZ!N})2LVxdBzJfUdFACkd;g1-lU z3Vt8_I`~=eO7Q*QJHgk3FVWHeQ^7}rM}h}}yMkMS4+QTEE)B+mvx8HEf{wn^m{!D*C&*1>ZT}8Q&@23EyGgUf)*VI^POk!Z*t|$v4V3$k)r)$=Ax)$XCZ##aGss z>C5kn`FuX+z308-z3IK~z3jc@;&J?!1<-RfQEUExi5XL%=iM|lT%dwDx~ zTX`FK>v*ep%X%}t`Moi(&&#ZP)*b7nb=|sbU9iqsXXq7_6V_pCueH@$XRWXj)+~B0 zWt26@>ScAZT3L;(I#v~{td(iyw_=vhVxD`RJD!`K>z>P=3!ZbHGoDkP6Q0AKz4S`U zI?oDE!ZXV=$ur6`$kWTy$B;Yjd3+wG?x{QKrn;^!s|)I!I-^dh z6Y4O%8naccQ!7-0UXz)mMyWxn7ripmN;Oh-R25ZLWvcutrhJOYd-OWZO?h2jmKW&N znltj0JRuLuy>hEuCs)XXoFym8QF4&%B|FJhvXQJKtH`o4Q|6a3Ne40Fp131!itFOC zxFF7nGvbsuAr6bZVyjpuR)~a{B_@ecVvy)1I*C@Ik*Fi8h_WJ6-;jmz|YZZKd1N!ewgp2SAf>>6+FRb@k#oJ%rHEhG4oOL1Uzm&3Xhq`;UnfT_^|m1 zJZe4+kC;c{Ve<$)WFCeG%|q}Z^B{cCd4++c2m>&*@D0dqZEXFdS$H`l?n z=KXMuxfZTA*TDPC)o_)0A6#j!f-B6GaJjhxE;E|xWJ6V`Q`#R&zukEn)Bcsb1s~1&VjSc*>I*g3(hcS!s+G=IL(|6r<&8?6mu$^ zY)*lb%*k+~ISEcMC&KaO1USwd567D0;23i(9Bqz)qs-B8q&W(XFh|1S<_I{<91e$? z!{88eC>(4KfrHG!aG*H|4loD8{^kJK&+HHTn*CrOvoGvz_JO_3-ms_H3-&O3!tQ1d z*v;$?yPDl#7qctuY<7X2%+9c**$H+qJHqy62iVSR58ImUU>mb7Y;CrIt<2W2rP&I$ zFk8arW((NNYz~{6&0rI=DQs*ufsM?@u%X!qI%Y#?n+|MX+OWRa0M;|>!@6cYSjVgj zYnydoEweVPY1V=@%$l&eSp!xxtHY{hHCV;03bV{Au(Fv2E18vHMY9sDU{-|X%?hxb zSss=(%fT{cSy87(c<=#vORexD9_a zZowanAK~}L5AZwVd-$#K9lU9L3%@aL!W+gn@N44+{L1(merbFKzc9XppBrDm>&EBs zGvhkEW_$)eHLk&{#;5QT<0|~v_yk@tK8BZ#EAS)ZGQ4Db1V1z`!4HfN;rqr1@S^cP ze9yQDFBtE^ca011yzwr4$2bq)Hr|168E?Zkjkn+%#+&e*@dkX|I0w%fufx}jv+z~p zHTa70Dty^^1-@jw49^%Z!557)@U-zFe8D&kpEq8B&l%6dXN~9JGsd&X*ao*4Tj6G73*2OEh8vAdaD%ZCt~WNo2aNS_o$&y?-&hCN8u!CB##*@A zSOf1fR>M`seQ>3*3a&6#!sW&axXf4%mm1695@RV`Y%GC`jKy%Fu?QxNg)nX;-~uDA zxXI=l3nVwqdGqx+cb*>S%+=%UIeMHmTaPnm>2bzPJx-sY$7$2`ICYvHr%cu3!1= z)#KnHdK@%Zj{^tMNDIn7`ft)$HTF>5L)Q)8Yj{yFG z{k>G%x~^BZo<16{r|UZJ*ZF|zI=ZeszP3JAuchl+-daAYYv{Vhz8d?fuBhwk^{Y3a zy1cHdepvMq)n#>EWnvY*-Yui+EPqyj>e9NdbfD6MRF~3qMZ2OybxB>9|ET%SYu2s=c}vtwkHEm9E*B>?^9Ju1#9?2I+%W>6CN$R`^=@?eMeVBXpL3 z8J*o9LTB|II-6fG?4zUoujp9+3?1q3q~rWqbd=vM)HGBrlo^Ty{|W2Z;x+{Z?12&ucxoMuez_8FY5i<`>ppQ z?`z&Cy!*WOdlz`ed;5A@duw}3dDG}P_Ezrs|J?KcI4Ajpd&W8U{C`$f?)m@R^Z)uX zqTKWUx#$1sM4Op={y%y7L+<&1I(?ga{vRihbI<>qX72g_tpCXK|N3`!QTK`fU-d{) zTqBU-Cf?LY29hFfVp-uLI`I~E6HlZt9#Y5+6pIu>QqWBVj}$~wz)iS{6hM;SO_(>F zpAxT`&rPD?d=yw_-kczk7oU?Si>}tttByRSB6*OcyGeS%NIH@i{WR&PlS(!4~6%IcZ4^E?+>pGFAmQS&kRovj|~qG4-EGXcMZ1> zw+uH9*ALeWXNAj!ON5Jr^MzBw!LTQ6hW-fs68bUpP3ZH`C!r5>&;RG1|Ia=DPd{** zbIx#$0L&;RRx2f63}bI9I*uJvMHl$3~6y*szfvorZd}9X&R%^;o}w9_!WDW8HdstW#Hywd?4yR&71jtfj{q zHT77%h90X`*JIUcdaP1ak6BgpSUF3Nl`8A8VkJFRsHn&C74%rHydKMz(_@*kdMsT= zkEKfMv1BPdmME#m;wAK0thgRCi|MgwrXDkj>aj?M9t#)IW1+%&ELcd71q$jhe*rz_ z%df}0`Sh44uO8F$=rJu_kEv;TOi9&aEJcsem>%iH3>w1`J%+-142JX=28#T z0LQ}z={*3O!)xh!fCb?h^ge(Q;Q{ncfDYjnbY(!TaAkToKt?z(y&u2|8+47ptCj2KTHs)4H@!1pZD<+2H(*9+LTH3{vv;j`8J)AA;ho?e;T_=Z;qBmU z;dQ*Vyp_GBy&2xT-iX)o8rEGpkAK6uW?iz*TW77))=BF)y`z7(wb@#0EwdI_Gpq^L z2y1}V!|GtQupFzFRoN7D-zJTp8KJR>{Y!REN7Yi5RcVz$`vpXlr3`sj-jX-uHF-&%muKZ^ zc~Tyi2jy8?J1BU^U8>{XlH@D;+D7}u8B+H zyf`aPi<9EGI4E|D&0?)sCKiYpVuBb!I}Y>^9YhP^h+3kuC@nHXUV2f;5(dA^Z}A)a z8o$KP^RxUkKgo~tgM2sN%-8Z|d;y=qC-4z`0Pn#&@D|(&oDG}~oD3Wf91QFZY!0lY zYc&=GW&|b#Mg#@~dIUNIS_GUxtw7~K=|DyxZy*w|0*3#t|CaxT|C;}j|GfXK|Fr+4 z|G594f46_Lf31I+e}R97e}aF6e}KP-zk|Pp-|^S-SN50oXZZ8_BYw+o`0n~{`EK~G z(RCi@eP?~AeJ6d#eFuHJeVcu2ean0cd^3C#d?S1Vd_8;}d@X#Aua>W}ue2}2m)95Z zSw6#i*L%x*!+Xtp$$Q>=)_dA}(tF%{(7QV{Ak>52gVG}8(7RA7hf34?Q1XT%v}=SB zyi4yzxe>fZ??yQvJR3Y6JQ+M5JQ&;^+#FmRTozmqoDrN591$E4>=En`Y!P&VwStv{ zrGpv4yunD&3L1gCfm?wafop+Ff%A0P4F1!rG&YaThjZCHIET%Jv)LRti_L~J*(^AN z&4kn03^4 zW9?yE)(*B|ZDDKH2DW0YVN2EuwqPw`bJhYjW6fbx)(kdbO<`l!1U6!gVMB&%=a|D9 z;$xdRumN3Kr~e()XANLIRv*@7xTcQPVRi9wZHDXWSS?l?AJ=5KwvN?cHSuwEhU@EC zHC7!TS7p^;6;>5yu_~}K%Yu~{jv84-RtXuuDfGJ7_PZvg&D55V}%&5 zwPOVtuCrqW7_PBn`5CUSWBC}atz&r^uB&5t7_O;f=?vG?u{4Hj=~ybmb#yF+;Tk#? zW4L~fMH#N0V-Xg`-zUr>FvM`w$bu|{j{__S{VV`|4A;joFT=HQ%wo7Mj(M1c|6ef= zlq`9ToM5;h91K%>=hHsj0!8gn|;W_gS__}!xo;6>GubF4ztLAI)74ud2viS;p$$S}}F<*i& znrGl?^F{cAc^W=%z5t&ypNG$y&%tNRXW=RH8Thn$3Z68dhEJI%;gjZ5@Coxt__+B5 ze9U}Y%f4Xf2m73%AM83qKiFps{b1J^`oTVB=m)#X&=2+rLqFKZ4E3tLxz5^4;cEv-e>3syU5TF_8vn&Xa^(ogT2ep4|blRAM725ez3P0`oZ2} z=m&d~p&#rGhJLVf4E;ZT`TL;&&`{5e47OrM%;C*a0T*dB#E7>Zzf~|zh z*$TLfEr(0lGPr~-g^Sq|xQH!=3)v!=U<+ZKCEx-Uhx6G2eRhTC;d%APJe}u(X*?aK z@-&#jQ(=s!z$lNw2#>-rosQL?AL3ycp0{QppK$@q7U|Not1vw!C}GxxQO|LJQP|IVun|IRBW z*@ypxx!Kv}VBU3hI+%Bz9S-JQXS;)W*V*P^-gUM*n0K8m4(45Fvx9lp+2ml}bv8Pf zcbyFm=3QsKgL&6^z`?xhtaC8$I`=!6cb&Bk=3QrvgL&6k?O@(@?sG8jI;$MayUt1n z^RBbP!My7%cQEfd%N)$R&Qb^SuCv6!yz4A>Fz-5x9L&4ULI?A%lW;KaI&lZ{uCu_w zyz9(&7UB zrwXj>WWh>KWmwUv1S>cdVR@$lEa#MmWu0=cj8hhtcFMp~PH9-uDFsV7C1G)=1T5wh zhnY?>Sk%dc8BS4H#L0k#og%Q1Qy3O>3c&(SL73ku0P{KdVO}R6%;V&R=}sP)=A^?^ zCk>`JsW9fGz^D_05hn`6P6URWFbp~&7;vyIa{La~MUKzGy2$Z5SQj~#gLRSPaj-6O zl!JAVBOR=Z9N}PHSQpuU z*jN|Y_iU_-?BDHs`unr*+P}l!?7Q$+`#1QD{VV+0{ssPI{|xWgKf&Af9eB&W4S%$6 z!5{1&;rI3r@H-ppBKun#>mvK6jdhXzjg57YeZ$7O$o|^Ky2$>@#=6M<(#E>T{=)te zU*~iC3wYiB9DZhBhu7@S;HUOAc-8(CeqvvRAKRb6EB43mvV8@9WM77t?2q7w_9gg% z{ULnc{s3OI--qwn7vTl_J@~GD0iL(th40ws;oJ5*@Gbjo_@@09e8YYdp0nS8uiNL~ zS^IVPntc|&YQF|wv0sHR+poZv?3dvg`z83IeFmPkUxY8%r{VMV3-CGndHAgT9DK%p z7M`-7flu3~;7R*w_>_GTK50J%pRk{VkK0ec$Lz=93HvelsC@z+w;zSa?Bnne`xt!K zegq!1ABIQlqwuhO1Rk;v!-MuA_>g@NK4?D#57-aF{q_O4&)yIB+WX)hdoSE=?}5AQ z-EgP93+}LY!tM4BxXs=Ux7yp_7JDn)Y;S>^?9Fhay$NoxH^TMy2Ka!z9cH zguM{P?F3w4$KiZ?0i0*ghjZf`? z6;8INz)ALGIMJR2C)g9=czXgIXOGu9W1O*Yv@-^daz?|E&L}v-83~6wBj7M+I2`H> zgF~F5aIiB34sr&=fzBW}z!?bpI|E=pr$6lL^n-nzzOc8`2ljG$!=6qr*u&`wyE{E# zH>W%7>U4u$oUX95(*<^NI>U}mC)mO12-`ayU^}NhZ0odxZJf5SwbKT+a$3WdPAk~L zX$hMKu(8twHgX!nhE5~sI1QogIIw|Z!}?AGSkI{s>pJyd9jC6= z9&3+-V{G)t9&MvP_9z?uu}9kIk3GUhf9&Bl`eP5X(I0!LjsDm}Z1l$-Y@Bt&RTJZEW<%Zf&DKb}JkG zv0K{ckKMvXf9&Qq`eQe<(I301jsDn8Z1l%&Y@z3X4zF> zWjhO2vMa-ib|qNBt_aK96<|5LJS=OMgJtZpu(VwUmaw9a7`7uYWQSqU4#9vOgnl~!eYPKZZ6CC3uYUjk33Iv;{*KQ4zf9-+ zx6|4FDRiE{4V~dH9*%_mqOXKv@6~YIy*es-;Z{| zt3mtU1?fES=f1b-?C(C`YTr!X5MO)R+pdH!?ET&Qh4&rW$L;`KGcbp)7U=A4;4R}# zwf>=f>MmN(TZgRm)_mHNt}C7YFK4BB{_))Oyie!)k9anE5}t8%rFk@nx zIvZx0Kbcp}*Ucx)J?1KUlK<BLCFUW z%*iB+CI%)SNc%%)KTyOH1CkG<9ip={9*!mYCqvpKIy+?4-+mNQ&uO3N>@ZI>(U&sn zIc*i4ot26u`XoP@c8ku+-p;#xEYUj|(uUF5VS4^pqE|AcJ)^V3G-_|pWJudaXNRd} zVu>EfkamvF4pUmi65W#_Z62K+#=683-I5`_eKb3ac1}rj)gd!!1L^EAVk}5WbV;VP ziF9@vHsY~F=j0dYl#_<2!JU#J?IoT4(BRNmqGK|o?WD8AK+jmBLo#fi6Z%`k677>= zyPVKhHzvTzizQko!&W(=qJIjlbm%o(=7chq zXqkLqi=0eQ*diIyKGWIXJGWwq=E;!un$8YcAex|?e(1K-e$&}uYBbT5GHN?*Ih~!+ z&uWw8C)1|WS=qaU7lv4#V_E(Jer9Nc&M|hao4Hpqqf`khY}G4ufrD3Azo44(VN~*{=+M2ECDb#~~Zp9H!Shz_gggx;ws3Az=C{_bgm>g-2a#?DxRZU&+s zN}E(?r=Di91l>rE|iR!6^y4DTsbHXdmnBKPYCbO-aygL3B!cS!btF zV{a@$HwMvPfcCS_P9yDNi4w_>wzSR;!}Vf`;>nP9wayMhWn+nA$&fa-&JKf}V+p!F zi2j;IbHV`q11*{i>FurAkMx&_CFl+z`jPYw*X+<&G9^K`2+`jty~#B@^y+`0bdwOB z(mP$VQ_DCPOVDjX^cSFayJn{z`gK9~3DF_F;Wax{^z%hG3eh3G=QTT&JeHsvh3Jsp z_L?0E`jt+13eh3G^))->^hml@hz|AJUz5#a)OosBi0-_82W)m2P0+nUbm#SZV3V0A zmY{ou=ug(~g3aF7JT;b}n}z65zY#VWrqk~)x?6}2^?PBHq5hRlcMH*>emiV3Osy45 zM3bR@M{F`op%A~u{I7ElOoG?g_^d&=YP8g^eOVGVT^dqgD&|fT;pqq#2P`_O^ z`R)5?>Z7}d=up37HW_+5rX=Y0A^N-5Z<?gEGrB{>jNavG{y^LE~@Avfm1w z5{u7EhJWRR>4jqPxykU)oG>jl7N3(0|HuhbGh*@C$?#rIm{K(spOp-M&k1AwQ{ppq z$c(!=VboX_izkVIUPvcHbNX?8V7oW!MoX}SzB|b6vjo!)$y+$G>j@2hKe#}WN>K7Edlejc;>8#-nk){G^-R+{_6n)2mNv z=QlZ7AQn$9K8+icRZhOMJr;{67oW!0IbnL^`~iE%L&63V)5hx z)c7WyoX|3!jm48|P~%cg>S-H`C)c3HhdH65FPdC~8Xx3@^jkTeT!R|# z=Y)bg;tli}Z=cY1yf>vu+md6phoWQ)jQaS%~goMT<_Iz3OJc z*1pgPT>t;?oHPG-&j070ng5@jng4grng2WI|NosUS=^U$^y_FMkHG79B3v z`khD>c>PYK2)uqrcM8DkcOokA`W?Mj1FzqSu)yngA|&wood^oNekTF~uipv3!0UH( zp8>pnC%gi$-_bigy!i7y!h%Y8pcD!UAt4t6GQpuK7&L^b<^Ko+{>}e^fAPQJpZqWQ z2mce^4`8{}-{|bBfj{w|;T`@Hyv^^xTl_Zsk>7$p@E_s# z{0I0Q{~mtJzk@gVx9}T&6W-w8z_0lY_!a*ee#yUrU+^#C=llzJoqrBLK27eQt<8Q#%`8jx&zYbsHXW^^-HTVjD6~4@0fiLlw z;TirCe374lr}>NU1%4Vn&tHJg@#o>Q{5kjxe-@tN&%meoDR`1U4WHsC;gkF+_ym6v zKF*(jkMYOh3H}&-l%Igd`J?a{KMo(^$Kb>K5qOk843F@m@Gw6D5AnnBAU^~j;s@b_ z{2_RNKM42p18^VT5BKtYa1Y-Lck?}P7vBwc@?CHT-wC(#9dH}p4!81ca0}lGH}frU z6W$H6gtEF8_p zz)^fO9LYz)5qu;Z&PTvud^jA+hruCyC>+d(z(IU49LNX30em3r&j-MMyg%&A`@ufE zFYL|xz+SvJ?8$q<9=s>)&U?UaygTg5yTLBJE9}g>z)rj~?8rO84!k35&pW_&ygh8o z+rc)xEzHaF!QAVb@9O7){fAuFO!on5t-l}9QnZ3CL`&FQw1CY-bJ$cggH1$J*jO}y zjYMPEP&9&$Xb5fLzy`vG^+f|%Pt=EXMLk$Y)P=Q09au}$hBZYkSVPo=)kO_hO;m?f zMKxGORE1fh3al)$U?ou*Ruq+B1yK=}7ZqSRQ682R2KfESKf9Rgz=nt>X(H~xoqd&YVM}K$~j{fj0 zj{fk<9R1;yIQm299?>6OfuldXJV$?cIgbADvK;;4WjOl7OLO#xm*VITFUip#UV@`P zyf{aHcrlLt@Jx>W@S+_3;TatL;YB$5!wYlthZo}L4=>2kA6|f?KRiE2f9MQpetn&+ zm@DR?PjkdvI9tqtv&3vTQ_O-h#7sC{%z)Db<`pqjU|tbZ1m+dG=Q`#Ux-%E%6){m@ zUZM9!V_p&C1?CkoPGDXUV+H0FF-Bls5u*j>6}qq2X#6=N#V9yJjD*9*2slg(heO3M zI7AGEgT)XyNDPJp#UMC9421o~0N79ThkZpq*hln*y+t3`OZ0|4MK9Px^n~3-57)&hgbNPk-IhEJt=kPOm9bS{4!B6EicvXH1 zKap4A$MO?+MSct~%Pa6Bc^O`kAHfghCHR5-5WX)zfEVTa@I84EUXbs>cjX0mUcL+8 zk>}yt@*Vh=d>g(g--2(*H{m(?27FzfgJo#Tk3qWk37ji2-^e)<^NpM>G2hU=ATi&_nG*92?Z$!mhOPm^d?Tkx%r|nX#C#*C zNX$2Kvc!Btcap?>BPUACH?)@r<{LR)V!n~%B<34AR${)9VvY*6! zBl}9sH?oh!d?R~H%r|roOw2d3r^I|iyO3bMk=-Tc8`(`_zL8xe<{Q~XV!n}`CFUEt zgC^!1*->J?p*>76-^lh7^NnmLG2hVjRG4pM8;SWwww7(smsYYhY$;p87P2L5E?dB6 zvN>!jo53csDQqm8z(%q$Y$zK+M>d4EbYKH%!}_uTtS9Tky0RXuBkRK2vJR{zYr~qd z7OWv_!s@aHtR}0&sS+J6<3@ge?u!5`z%gYL|oGcH^%5t!bEDKA^ zGO&~^4NJ;Wu!JlLi^~$Qm@E!6WieP(X2J|v6c&*gu&^uw3(3N;pezIn$bvAxECBP# z{4lS~2lL3hFkR+>X)+zA$~2fFQ(;V|z^IJDh>XIpjKGi#!=MbofDA&v3_zdsL$CBf zOM0P4T2M(3lu|+3y9jbAAd?)@Nmyt|Q!DPQoX}Q}7A#Bz#;v0Ur~O!xQ2$ zE$!*_C_E;Q!$;&X_^^Bg9+eNnBl0LbERVoL@-RFo55b4zLHMA22p*6R!u|39+$ZcJiBlp7Hau3`kcf*}>7u+Ft!tHVg+$Oift#TXOBDccLatqufH^Yr`6Wky-!u4_k zd_b;;>*NFQez^{=mG{FnaxGjf*TDPaYPd??2Up5faD`k6m&+A!nOqK+%4KkgTnZP< zC2)~k3>V5pFd-MhxJwL` zpg(lKXY@xL66g=@xP|_RhXndV*8`(J;($PZ#D0PPhyiwpg&@}K!3zGf&S3FrqLgl+ZXyHHVO1cY!v8^*dWj!v0k7*;sJsF z(4DH$AG&H8{h__W&>yizpg&@@K!3!20{s!I1o|UZ3iOBWbB+FpCp%m9{2T+8R`8t5c<|MwPZIRoW_4X|t%(R;Ef@i7IVH zst@2d~sMfE;>PhEr;)O+wQ(r%dIi3uUWRAXOYlW?2A)L7ej zJp>P^2jPBo0Pa)!;a;^5?ooT;ZnX#QQoG?!wF~Z0JK=V<18!5>;a0T`Zc$s|X0-)w zQk&sMg>{+Qps+4e>lM~z>H&pynOdi?E>rg_tjlN*S***{8ijS4TCK1yQ}-#X%hW1` zb(vbJur5<86xL;GxmtlgZ<$&Sm#SrOiCPL5t0i!eS_~JeMKGZj!njJn1u72bs|9eL znh)oyd2o)J3umi2aF&`4XR29nhMEbds~K>bnhvL`X>f{~3MZ>6aFUt~C#p$sf|>}& zs|j$N8V|>+ad3JR&>ez1?~3wx_Ru$Sr$d#YZrhw2Hts~)hM>JGcAZm^5$3OlPVu#@Tx zJE~5wgX##|s}8W8Y7g70cCd|V3tOu;u$5{JTdG#Dg=z_#s}``CY7U#KX0VBB3LC2? zu#svE8>&XoQ4OI@8*%90lMR#&>#GK^o~jS)s(P@FstaqYIv;nHLeyX%Ss)4l~z)v z6;x?CRa#wXOL$FQzJXt> z8}KXjHT+V21;0>V!aOQ3OjqcSN>k{MN>%8ON>S*KiYfF*MHTu(dv~KhDy+~S6;kMr z3M%wR1r++D{0jY1K85}$uR?!l=Wp~!c@+Ai6g5aczmf{AQ0R~13jI+`p+Cx0=#MfK z`Xm2Q=#TtcqCfI4iT=nxCHf=(km!%RC($4IyF`Cz*Kzbm{wC2M`Kv^KVEL{gJmN`a^q`qd)RTiT=nRB>E%2m*|iDPNF~ZTZ#V2n-cwz-$?X_c05Oa z4{pXx7%RTk;c1 zeAs#f9O}55oP{0l3fF5BFO8;2vu)+->cF zyR6-Cr?m_2uy(@j)(*JM+77o`+u#;!E8J{tft#$&aHF*eZm>4O_0|UXfVCd3vmSu= zTkGIj>wdV#S_@ZOYv6s>YPia}53aOU!4=j@xZGL+ms!ittD`gwHPk6 z7QuwI5XP+pTwulFd}{%mXU&Imt$DDe)e5$-TEga53)swR4x3udU=yn;Y-}}wjjYD7 zq16aFRzql84s2lAu)fs**0buvx>h|{$Epi!TXkS9t2V4@)q*vwny|W616H%D!>U#_ zSjDOev#ctxvXuoZS(RZ$s}ihWRfOfO3b3429+tJr!7^4^SlTKBOIf91NvjkrVU>i% ztrD=9RUBqo#b8k@6J}UNVG%0>7PgAOLRMi|&?*EASOsBzs{qVr<%fB#d@zrNb(xiJ zVO?gWSy-1@skD2G{`pC$M1QlmsDxLpi28WRod%RX+NV%dyOjXr&MXLQlA@@D(&-BX`iD? z`z%%3XQ`y^G`C#cdsPL=jCsEQRm3AXl+6`1`*Hfi^fGX`es5!OgJ+!_IgS;OH_YZx424TXcPA#jj27!I@s!2#Al z*xwoe`&s>AU#lPNWA%l-tv;}q)f@J-dchu6PuSh+0lQh|%9=ovkjglhqk^ zv^v2KR!7+0>HynW?O|K19c*K@g{`eNu$9$X>zPX(($1kuJDV!)EUL6KsnX7%N;{n@ z?KG;iQ>oHUp-MZMD(xhyv=gb)PM}IVo+|A)smC^cA!ezo+@oSs-vW-Hv(3AxlvWdEEpeF06${H%Nin6Sr zB+D3(C5$cy@ZVoMV^ldBMvH@=_`JgzThY6Gk%ml;Rop>zL!4WJLx^XmEPeS=`FsN-ry_g zHNKQy;S1>{K9^qLGwC@#m7d`f=_x*zp5Prk_O{IX%G&O24a6{0QQsmV_&Hs_L2Hx zZ;4&@?_YCemq|S(cA3;eVwXwXC3e}rx5Ki_q^=UXOzI-B%cRay7oO8e>Wm$wPS`=} zi0!2g*iLGXZKZbDMrw<#r8d|~YK<+WR@g#niOr=J*i34UO{HeoL~4qSr6$-&YK#q~ zM%X}Nmr3;{cGq}md@OsXZZ%cPnTyG*JfvCE|D61(i*TXETC zQdNmvCRLHxWm09S3ZGX=s*Dw-N?1Xvh~=dUSWYUBWu1KM_2ODkzBMT2QA4)Az5fj0u9MTT{2LUbW|k` z6-h-|Qc#j)3`i12mjd|jS`(v6(J+b>6(dVgFp?A*BTA7lf)p{#z+Wi>{t5iW-+@2) zEAShC27cj>z)$=h_<`R7-|=hU8-59V#m|8+_$lxiKL$SGhrmaCANYXp0`Ku{;2pjR zyv5gnH~1>>8eaxp;fugad>(j#&jQc!Y2XVEbRDls*YJvT6)#Iy@RD>HFG`p2f^-qjOBe8* zbRN%2=kSbl7EeoO@RW2KPfDlogme;*ODFJ{bR3UL$MA@B6c0;B@Q`#E4@!sdfOHV| zO9ybDv>*3M`*4r67k5j0aF?_jcS^f(hqM#7OFM9zv>mrf+i;7t6*o&;aFetdH%gmu zgR~LXOB-;Vv_8zh!@wha5TH-setnjbgo>Cv{ zD)q3AQWtA0b+DFF8*3`Hu!d3-t1C6Ino=FBD%G%xQWYyJRj`s$87nH4u!2$%%PSSI zoKhakD&??@QWi@qWw4Y|8cQmru!K?)iz_A2RXlVQ7j4BsOR-TX7MhAcLorcT4Ac}I zRYgNZQBhVDloS~QiiFXX0RH>W0x_x*4WlSgF|rZ`BPo$Fq7n%sC=tVy|0)sikNg*Z z%YX2f{2PDDzwn3r6Tizp@SFS{zsle6i~JQo%U|%5{24#WpYVhH5#P%n@SXe~-^%as zjr@xX*%r2Af%j`1w zp3E+j@5<~l`HsvklW)uHGWnLwE|YJ{w|LGC`6gbMZ{RigI$o8p;T8ERUY4)mCHXR5 zlrP~0`68Z|FW@=(Jf4-$;TicXo|ezxDfu*>luzLa`6M2fPv9|`T_zuu*=6z(nO!Cy zmf2q!AC%c;@&TD$ChwQoW%53mT_*39*=6z`nO!FDmf2@054(c{}8t zxLw|X+vM%IRo;eM*V#gR$hl| zRg)QWk*j#Rb&E)3TRBnb%E#@JA9gbn0|SYK{{ z_2l|kSFVS3R%u7Z{1%2-jZgcan9 zSYEDx<>c~MRxXES=E`z1y(pXY1g(c*YVJgLx;#gEEhDDU3SXe27g_OcrP$`53 zl!BOFDS-Ku{FqnChk2B|m|Mw%xs=?PQ^|!nl$@Ad$${CF?3h)_hFO%Xm|4k!nUu_! zQOSfEl#G~O$$;sU^q5vjhiR0wm|97Lsg%^1Qb~m=l$4lUNrB0f`I ziIl{cP)URdl!O>xNr3T`_!w7-hjEm+7+Z;hv6R>tQ;CH!l$aP&Vqj1Sp|1qdQ~WUH z;&KTrCeueQD$_?UBGX4MEYn9WB-2MODAPwSAk#r;_O-rzkrT=EkrT@F zkrT-Dk>ktsk>knqk>kqrk>kkpkz>pBkz>j9kz>mAkz>g8kwY?lM!q5NV=l}5Y|9?CGtM}ChVZUefo_Zhes`v1YdKYi2ckq^a8*i$& z@P>L5ud6rkntC0ts@L#}dKE9LSMZX08851r@Pc{~&#M>koO&M5s^{>GdKOQsXYiDI z8c(XH@Pv92kEkq%dK3?^s_U?) z+6#NAJ+Zsm1G}l+v8&n*yQp2Uv)TnashzQ-+6g!@|H zwps^kskO1DS_^BaHLnxC>@u~e$}ao&hFEr)T3BV5sfAQ_nOaa~m#GC* zcA1)AEx>c~srfOlnh*1+c`>(|2Xm>pF{hdfbEr8nyP5;Dso62Bnhmq4SuwMk1v9Cc zF{7FZGpHFcy_x~jsp&DTnhw*b>@qdA$}Uq=sq8W}rOGZ-Q>g4RHMzn}J>@qd6$}UqAsq8W}p~@~(6R7MmHNKjF&x@zV$GB=djHAZI*lHY%rN+jXYAlSQ z#>9{s1A}S^eKm-l>Z7ZA=%_B*s)Lqlqfjk0Re^?TqOKaKsXD5vhKj19tSTs}G6qx$ zqpJb@_rKF(R5cn#QKMpHH3~*jBV$B05=KxXhN=8jBj6w9FaB2k;4kGj{#1V959KF* zSAO6(WfZ3FRanS5DwD~ah;34HO9#jtD0p%d>R}SDlWk2p!_Te67 zFYZ?M;4Wo1?o@W+4rM29S9ahwWjk(Fw&50KD{fY{;3j1=Zd5km24y3zS2o}}Wqp|H z8g(tMR@dMvbv3S3SK$hEB`#N2;4*bNE>)M|5_KsqR+r!+bulhf7vTbRACc z&Q<5(9Ca?vR_EX>bvDjaXW$Bdbu^AtN8t!{Bo0?c;4pPK4poQY5OpXHR)^pqbubQ82jKv9 zAof=WU_Z4#_Eq~~AGI&`R{LNtwRf1xT4f!sQRt(rR_LRwQs|?sROq9uQ0Sv9SLmZG zQ|O~CRp_HEQRt&AR_LQFQs|>BROq8DQ0Sw~SLmb6Q|P12Rp_J4QRwsUjpy`HW-0Vh zW-9biW+?PgrYrPOrYZDMrYiJNrYQ7LCM)z&CMon$CMxt%CMfh##w+wu#wqks#wzqt z#wherMl1ADMk(}BMk@4CMkw@AhAZ^>_g;4TC_@$cC_@zbD1#OHD1#LGC<7JxC<7Gw zDE$@sDE$=rD18D7}>b?-PDsR*UcF|G<4&`1wEl{2zY)|8M7iy{KL+ z?Dwn}(TieXy$BZ43u8gO5Ejr2Vt%~<=F{_IUOgY?(eq+%JrCy6b7M|D7v|7&VsiGh;?Q6K2peVtPFTrqk17T0I@6(bHmTJq@PPQ)5a!6{gTr zVsbqNCexE+Qau?a(UW3gJqae#6JtU>5hleDLkQ_ z#N*ltJfM++@@{Et=cx+qHV>^+7{fTZN`n-CfuNH#P!++T&JzawHmujTcfedwAC8B zOk1U~%e0jmyG&c5vCFjO8oNwerm@SkrP?x{vqW2pi?t=VNL!2xwMDooP;Q(zQ_SXhrKdnFZ)%sx{tuOZ0`d}}uH}=$eVGpe*cGr4fH?2E% z)w*F9tt)ocx?m@*Gj`NEVF#@vw%0mfJFPvo)!Jbjtu40J+F&cKHMZ1RVGFG#HrHBU zGp#u`)tX@wttmFvnqVWXF*ej1VFRrp*4G+fJ*__0)#_m#tuEHq>R>IcHrCW?VGXS& zR@Z7^HLW^U)v93?ttwX5s$eCpGFH?oVFj%sme(p^IjuaF)yiQRtt^(-%3vw2G?vs# zVF|4y7S~E(F|9Zj)rw&ettb}OieMqFFc#DbVF9fm=GO{fJ}p1y)$(B;EidNQ@?b74 zH|ErGVGb=PX4i6HHZ415)v{q0Eh}c$vS21HGiKB>VFoQDrq?oHIxRh>)zV=aEiI3VG1oJCf8D6GA%hK)skTnEh#3}l3*e&F(%X!VFE27#@7;HJS{%P)#70s zEiT5^;$SQ-HpbLqVGJ!MhO`(M)I#WMLG&~~Ox@94v~>q9-A18XXzBtD-9%kCP}6l( zbqy6=MOjx+(q#d?FSM8VTzi4fwCDI#dxlT6r}$WVf{(Pv_)vR<544BqY92ZoeKcF6 zk7jA~(S$}H&D7|l85(^wU89etY4p)ljXs*9(MOXt`e>3yA1$EKM~kk}M~kM>M~kY_ zM~kA-M~ke{M~kGUD;5je~kjzf)MIK&u=gN-3L$QXNCi0oc#zkA01P*vIILy^TKD%jk_gjb2#PD27FhqFC4{f`yF2SkNeh1&o52 z-zb3jjQp6_$cK51yqMd_gSm{{nA6CGIgFf`-N=F2jO>`z$c9;rteDxzf|-oWn9<0D z8H|jW-pGLIjP#h+NQY^Rw3ymRgQ<+vn9@jvDU6hu+(?1RjO3WqNQOy_q?p)9f{Bd8 zn9xXs354R)E~ z80<2`HrQo`Ww6T(VX(^#(_ohwhQTf~bc0=HXok*nR6|3>P*FA%lnfaIhJ?|L07f&S zV^kv=MlqsdWFrbjG9qI{BN9e1B8I8|H6q|2{V)F3|KKnEH~!Rr;SZf%rhnJjW%@Ur zU8aB4*=70{on5AX*4btHC!JlUf7ID!`Ujm|roY$OW%@gvU8cX)*=710on5BC*5B}X zuk_dWQh$Xn^q2Tte}T{R=lE2AhEMdT_*j2}kMzg*P=ACE^oMv~e}MP&`*>Hshj;Y5 zcw4`NxAfb1Q@@2b^qY8Hzk%2E>v&bahFA2fcv-)Km-NecQNM&2^ow|2zkuiT^LSQ2 zhiCM&cv?S$r}Wc!Qa^e<9Jj*hDY?HcvwGzhxEgEP(OqR^ntMt{lQeTBD^p&_=UxCZ?<+xN|hD-FNxL99;i}b~~P+x=# z^o2NIUx4%U`8Zdfhja9~I9s2Cv-H_GQ=f%1^qDwapMlf#={QxNhEw#ZI9Z>9lk~|r zQJ;hp^oclLpMc}^@i~TP#=T?^nuu4AAtSz{@7RVhkf+E*jw*|z4YE;8a<4j*xl%X-Hh(o)#!#@jIP+( z=z^V$&e+lDgdL2I*xu-X?Tq%=)@X-qjJDX?XoIbc*4WZ$g)NMh*xYD=&5Y*Q)M$oH zjHcMwXo8K5#@Ntkgbj>_Sl?)X^^E#h*QkeejJjCcsDrhP+E~-5g*A+tSly_B)r{&` z)u@J5jH+1KsDhP@%2?5;gcXd6Sl+0B<&5%J)+mQ%jIvnTD1)Vp(pb_cg(ZxVSllRq z#f;)%>OJ*d*h8m}-d(4U-c6^E-c_fM-bJU6-dU%Q-btsA-chHI-a)62-d?AV-cF~F z-d3lN-bSa7-dd-R-b$yB-cqNJ-a@C3-dv}T-b|;D-c+ZL-bAO5-dLxP-bkm9-cYBH z-ax01USFq=UQefwURS4&UPq^oUR$S+UQ4HsUQ?%!UPGskUR|e;UQMTuUR9@$UPY&m zURkG)UP-5qUQwryUO}giUS6kLe$@qT$58Ri9pZ~+p|KaEV|91Wtws69J&%zQm3Sprs1RBCbT^Ohd9aW*B zB2<)xf|8IiAS8?~0{HLsG#FJx!zdyuMix;pl8B5EMI?+MB8F-H6%p`{`4@kifAE+2 z8-JR=@Q3*mzneesoB18Tn&0q?`4vB#U+|Op89$nz@Pqjg-AhnPcgusH+=nS*hlIS2=s1F^q30Q;H!v9H+= z`6$u2W{nCvpMyU8vyyP51Vv#ZH2GrO4VGPASEE;Bos>@u^X*@@?L zFgs#+hbd^9kwysVr#PvwlZ5|OS2WWFk51CvjsLYn`2Y688$JSVq>!jHZmJy zL$eV!FdJfhvjNsK*=1&3lU-)kG1+BiZIfMQ)-u^;W=)e_X4Wv-WoC7gU1nA@*=1%` zlU-(3G1+BiWs_ZIRx;UTW<|3SpI5=Gh~>=+Sk5euWzBL}#w?4a%`#ZZER7}2Qdq() ziN(zlSj;SrMa^PZ#4L)1%_3OHEQ|%sLRi2oi22O|n9t0QdCh#7$IOel%{-XP%#AtC zT$sbmiP_B@n9ajD}Ins2JIdf|1O~7}1P`5zL5T8h_0Q_{aE*zl}fm z%lM5yjbHe~_=(?*ANbAqj$e&$_{I2&pN%j0$@q*PjZgT&_=xX~5BSb_k8h24_{MmP zuZ=hO%6N@0jaT@>c!|%A7x>J0j!%te_{4aMkBukz$astojYs&vco?R6&%BR!&3kyq zyoj0ep_c)&b}`^^Km z&)koD&3(AX+>5)-J-Ex&*?g&Rmac&2_lOTpOlw-*|xc4Eh*%4f+^&4Eh+i4f+_j4Eh*14f+^24Eh+?4f+_@ z4Eh*X4f+^Y4Eh+C4f+_D4Eh)s4f+@t4Eh-74f+`84Eh*n4f+^o4Eh+S4f+_T4Eh)+ z4f+@-4Eh+y4f+_z4Eh*H4f+^I4Eh*{4f+^|4Eh)c4f+@d4Eh-R4f+`S4Eh**4f+^+ z4Eh+m4f+_n4Eh*54f+^64Eh+`4f+_{4Eh*b4f+^c4Eh+G4f+_H4Eh)w4f+@x4Eh-B z4f+`C4Eh*r4f+^sjQ{TweqT0*@8|!(eOdVVKm7b3e*XV&=YOla)g$cpY<07`V^^yi zcCor*XR8Z#vN~f&s}pvxI%0dP1Gcl;V_T~owz1k`YpV^mvRY$Hs};7eT4Hmn1vayq zV^gacHnEywW2*@^vKnJUs}VM^8e)B`0oJqXV_mBr*0JhhZL1E}vT9>Zs}|O7 zN@8)V1QxT3V^OOZ+LnWsWuvexG%bOKWuk5ws98FymWGO@qHHNBSuzGJ38Py9{P+4` zjA}*0C{|RAY(>FHR%DE5MZySH#4yEQD+2xzfAP2YgTKUY{3(9n5AhSfiy!z+e8;ci z8-5XA@w51XpTuYUC_do_@e$vP5BN^J$G74gz7cQnwRnTC#A|#hUf~Pz5}%6~_)I*< zr{Wnt5l`{4c!H0_V|*wc;REpy?+bRBxF^_U;;vwqi93Q_CTJR{EHX>kTmiPLye zoWc|0Bpw$h@R&G`N5wHbBG_f(uwa*oLxNo<4hnXeI3U<%V!vRQiG6}yCiV(;nb;%P zWn#Brmx*11T_$!4cA3~A*kxk7*um#*6WejC*oIrgR@^MM;3lydH;PTTL2ShJVgs%d z>v64Ehik-ITrJk%DzO?@idDEmti0$;>6Vq|3n1)ltRGciP;3P2_CyGfpK}^K) zVgim6<8iDQhhxN894*G+C@~sGicvU1jKtw$1P&9!ai|!EL&Q)VEQa79F&GDmK{!AR z#QtIc_7nZFujq$;L|^PJ`d}~78+(dg*hBQh?xF{F6Wy_^=!RWHSL`ghU?c>R>HV8*7SMSVPpr>Y@f#6V(@2Xk4uF{hOab67bsyOjg8S=lkGl?}64SuwMf z1v6QhF{70UGguihy_EseS?MvYl@8NbX)(2x22)w7F{PCXQ&=f6xs?KwS;;Y}l?;T2KieV8!A5mD)M-&qD5d{T(L;*n`kzde9WYoEh2_E|h_pTSf1X*_A4!V~sMJZ_)B zWA<@8Y9GTR_E9`+AHhTRVLWIb!UOg}+;1PiefECbYwyE7_Fmj=@4;R6Zro|_!X5Tb z+-~o{ZT5EDYH!0W_Ey|%Z^2FWX546R!VUIDTyJl{b@qB(Yp=sK_F7zRufgti5A0@l z$F6oa>|%Gt&UP2s$cf|H~2W)4z$F_DmY-6{@)^;0gWw*wbb}MXQx5Val z3v6aL$EJ2OY+^UX#IWH-i!b|Y+HH^lmO1FUD)$GUbstYg>3+IAhRW!J`?HriR&W>5_Y?#H)ika;!n90tJ8SPA%!On>3?F^XC zPLFBrbeP6Yi>d82n963C*(q&ynVrIBm)Xf}cA1^bW|!GXZFZTR#AcV-iEVb7oycaF z*$HiSnVrC9m)Y@cc9|W|W|!Gv^+d=ef zA6?r+$9B=S9kgs4g>9i}3p8vKb=yGA)={-JRBRPxTS3W|Flgm8e&ToQ2Y$1@<5%k&ezCsd zXX^`ovOeQS>l1#kKH_`p1HQA~<6G+;zOmloYwHcZvR>m$>lMDRUgC4>1wON$<5TMy zKCzzSW9tb%vL53@>k&S%9^!rL0p7Fj<6Y|>-m&iDZR-x+vTox|>lWUyZsK+8241tS z<5lY#Ua_v?W$OxFvM%FA>k?kDF5-FX0-m$Z<5}w*p0Up2Y3mH0vQFbk>lB`_PU3Ov z1Rk@F<5BAv9kuBW4&r|60PeH)<6dhY?y>gbZfg(jvUcN6YZvaY zcH(wx2X3>r<5p`MZn3uFW@`&>vNq#JYZGp;HsX3~1Fo~y<63JSuCdmJX|J+Z<4SuK zuCQ0)a(e|XvzOyidl@dVm*Qf32`;i1<3f88F0dEke0u@Tv*+VndmhfQ=i+R84$iV? z<4k)N&ah|VbbAI)v!~-!dm2u$r{ZLL3Qn>o<3xKBPOvB9czXhlv&Z9DdmN6j$Kq&v z434r#<4AiHj<84KaC-y}vxnnQdl(L}hvHy+2oACb<3M{54zLGee|rG-v-@LTyC3$k z`(kgq5B9QqV^6ym_ON?~X|1-_;3|tg)=G;$)(VS0)^dwJ)-sDe)>4Z;))I?8)?$l3 z)*_2O)Ml=))b3A)?|x5)+CEQ)w-^))M)R)32=RzHhAR$q%gRv(K# zR&R?wRxgV_R!@sQRuAj{`-I<@)!_U2KX6|be*O6@Pu;`k2@#um~$MDI>+#ca}*Cd zNAQqy7!Nv!@PKm=_d5r0pR*tLI{R>svln+edvKSt8+SUpaEG%Kw>vv@sJS!!C1HI_xrMg~Kj$mOJb+ zXPLt;bCx>nGG~dyE^`(;OL)#AXE82x7U2SCA8Zv zjCR;%&M1dn=8SaMWzGnPUFHmT*k#Tzhh63jb=YOj5Qkmn40eX_d4rt6IM5k{1Dt`_ z-x+}Yoc`F?>4$xszS!I8gT0*I*wg8SJ)EA{-RXhdobK4w>4sgLuGrb>f}Nbs*wN{P z9h{EX-syntoc7q(X@_l`w%FQfgRPv_*wSf*Eu5Cv+-ZT$oaWfnX@*Ulrr6kNf{mQU z*wAT&4V;Ep-)VsLocdVTsfTr(x>(z(gSDL6SktM6HJqAQ-Kl}qoa$KBsfJaYs#w{n zf|Z=gSkbA36`YD#-l>4)obp)KDTig8vRK+FgQc9(SkftlC7hC2+$n*@oZ?v2DTYOy zqFC4|f`y#ISkNhi1)PGI-zk9kocx&A$%lEIyqMd`gSnjCnA6FHIh>rB-N}L3oa~s@ z$%a{+teDx!f|;Dmn9<3E8Jvum-pPRJob;I1Nr!2iw3ymSgQ=X&DBwLHB?*`WmiGTl`-H-7~KtE zG&ed%b)#VvH!4PUqhKUAGDdVGVFWi~n9g4}0{(IS;&0~<{&IffPv;l@aDL)<=Ldds zzT;Qt8-8)V;%DazesVtJN9PlMa6aOD=L5cT-s4;69lmki;%ny(zH(mUOXn57a9-kb z=LJ4iSE$HiRRG9iR#eDiQ>@5iR{qFiR947iRjSB ziQv%3{_D`k{$ta}{%zC8{$j!V5|xWrqEi@hbd$XkpHy+yddTZr?$1vt-}k8{0wILDidv%NVu z%bSfey;(TJn~BrC892?Gj#Is9IK`Walf5Z8$(xK5y-7I1n~3AR2{_Ihk7K=YIK~@` zqrEXW${UR%y-_&A8;Qfc5je~njzhg+IK&%@gS{a*$Qz6Uy+Js@8;JeA0oc#$kA1y< z*vIROy}drz%j=CjyxtdH9$45bf`z=oSkNnk1-yco-z$Lmy!@Eg%ZGWqyqMd| zgSouinA6LJIlP>h-OGX5yzH3O%Z6FJteDx$f|jKn9@syDZG@J+)IJUyyTeFONL3jq?p)Cf{DDun9xgv3A}_D-%Eh;y!aT` zi-&Q%xER}ugR#8W7}JY|F}#=<@?v1n3!(1?(er$CJr5nvMcZSSd6vg6^MuDP^GuIj z<{2Kl%+oz~nWuT|GEeo`WuD@xJV*8vlsp*&o`li807mnoV^l91M)9IzWG@Ov@*-nI zFA_%ZB8KVy^&;RO_b>i-|KKn8H~w^g;ScvGes_Q1HW$r7NUFN=YU-5Y_+?V*=eSy#1 z=lIlphELq5_}G1dkKD)j(0zmt+=qDIeSr7e`*_#Ahj-k&c-y^$x7^!!)4hc^+?#ma zy@A)<>v+|@hF9FHc-g&zm)y&E(Y=Hh+>3bLy@2Q3^LW-hhiBZgc-lRKr`*$c(mjPI z+>?0RJ%PvE<9O6PhDY3^c-TFHhup(>&^?3)+=IB^J%Ib%{kYfNhkM+;xZB->yWHKl z)7^zT+?}}H-GSTO?YPz5hFjdNxY^x;o7~N~(cOd_+>N;2-GJ-d^|;nuhilxmxY}KV ztK8MN(p`ls+?BZ8U4hHo<+#*chD+R~xY%8Si`>Py&|QQJ+=V#bU4Zl4`8d~|hjZMy zINP0rv)tJ@)18Gg+?hDtoq^Nb={VJ$hEv?BIN6tok9f8B#;W*SChC|$;IM^M6gWSP5&>e&W+=1BN9f1AZ z{@B;;hke|>*xT)cz1-f|)9r;l+@4{2-MsGD)$4{`ysp^U>w=xU&e+lGgdMz&*xu`a z?Y#Eb)@z4tytdfdYlE%4*4WZ(g)O|6*xYM@&AjH=)N6)Kyr$ULYl4lu#@Ntngblog zSl?@a^}PC6*Q zgcZDsSl+9E<-GD()+>i)ys}u@D}$xH(pb_fg(bX_Sllat#k}HJ)GLNXyrN;c-Q6D8 z&83gq)uoTy#ifti*`<%$$)%6m(WQ^u!KIJe-ldP*&ZUpr)}@cz#-)$j+NF=%%B7Fn z(xs2v!ljSf+@+7(%%zXp)TNKx#HEkh*rku#$fb|l(4~*tz@?8{-=&XR&!vxB*QJkJ z$EA;3+og|N%cYN7)1{AF!=;Z~-KCFP&83f9)uoSH#ifs1*`<$L$)%55(WQ@D!KIH| z-ldOQ&ZUoA)}@bI#-)#2+NF)BhWcfPehI_}l-3zx?0$)BlA({Ga&U z|AF89@A%dKhF|=z_}Tx0pZw4G(f@=W{EztF|A6oO_xRR-hj0A1_}YJiul(2e(tm|7 z{FnILe}T{Z=lIlrhEM#b_}G7fkNn5@(0_yv{D*koe}MP=`*_#Chb#S6xWZqF%l#F& z%wLX6{bjhsUy6(UCAi36j0^omxWHeC^Zf-l&!3NT{dqXYpNq5oIXKIojWhjOIK!Wb z)BPDZ&7Y1_{b@MGpNf{rv&h&+m_Y{eIZT?~A?tKG@6e zjXnKd*u(FM-Fncu}{m-(H2cA4MFXP5aMeRi4O!DpBG?fnisr=8y( z+xqRWjo%hq`)#n5-x^!`t+0jP5}W%iu$kW+oBGYLiQg0(`%SQs-xwSEjj(~=5bOI5 zu%2HZ>-zPuj?XUhYy0dnzn0G~^K1I-GQWn;F7vDV>@vTa&o1+;`s^~liq9_dEBov+ zzmm@`^DFx7GQWb)F7wO#75Kbzet9hGm%}oCSuE|B!BT!{Ea{iR5`IZ6?w7z~esL`7 z7sDccQ7r5i!9spvEa(@)0)9cv?-#&)etyjB=fgaHUd-+1!CZcB%<1RC9DYvB?&rX4 zes;|2XTvOhR?O^Y!AyQ;%;;yr41PvT?`ObtetJynr^7UUT1@Sy!Bl=~OzEe>6n;uf z?x(&T#W6T9U@D$2fsk}qSx zmoT~?z-WGSjOs_jD1KCo>_@>!eq@a3N5Tkx#4x?TegypE{l(wjAN=M0#-H9V{Neq? z@7@pm=6%Pn-Z%W>eZ|k-7yRUX#*f}7{NR1W_udD5=e@_b-aCBby~Wqw8+_%x#+TkJ zeBr&s=iUo^<~_%!-ZOmSJ;le~6MW=7#)sY`eBeFA``!b*=iLv}zvJJ<+x{KA<=@7e z{w=)W-^A$D{r+JmMe4!~PLG>B$G!eO+~e=X z-Tofj<*yFYyX)PmGf)YaV^Ps~&y4D;|Bk z%N~8aOCEi^iynQv3m$#E^B#S?a~^%XvmSlCGah}s(;j`iQyzW1lOBD%6CQoM;~ssy zV;+6HqaJ;{BOZOc!ybLSLmqv+gC2dn10H?6{T_Y1eI9+hy&iqMJsy3$-5!0sT^@bB zogRI>9UgtW?H+x+Z61BRtsZ^6EgpTm%^rQcO&)!`jUIix4IX{G^&Wk^bsl}ZwH|%E zH6DGu)gFDkRo?&i3BNBJ#rN}n;Jz&U{2zY)4?q9^xAT9fYp7e;?>W>Z)D=62x?rbJ zXY3g2gdIX1v3;lmwhOh#wxM>|Ce#*NhuUDPP-|=%YK1LAEwOp11vU#c$EKlX*d){x z8;6=;qfldP7;1zKLJhHgr~%ds)yKM_dRQk^7i)*=V69MXtQo3>H9|G9dZ-3g3suLe zp=wwqR23_Ss$iv1Wvm#ggcU*+v3#fkmJ5}~vY~QVCR7$nhst27P-!d~DupFNC9!y@ z1QrVw$D*NPSR_;w3x|rJ2w7-`1R5a|^^k#DNJllKp%PM24k;*wWDJBPj2;SLv`}=6 z8j6NdLQyetC<;ajMaGDsNEjg$G0foKPz3xF{ENSXfAClEH~tL%!XLq(_&xXozXiYJ z*Wfq&68wsvgJ1Ad@H2i4e!>sIkN7_L0pA7Rw48Fn_!I$_v z_yV5=pX1ZuGkg+!ijRX&@KNwFJ`6s>2f>GUKllLe1@GhCAiFGhC&(@f-VUyCA8!*J|m#VNa< zs@S$|+cwr(v2EM7ZQHhO8{f#ef5L8jyOGv0(s*Yz&N)Y}dz8d3leS3gGHJ8KE|WG% zn|ark_O{IX%G&O24a6{0QQsmV_&Hs_L2HxZ>bOVl6qrLsTcN;dSZ8} z2X>RXV^^sgc9FVbXQ>PRD|NiPfbVSWT*qRi$cJMXHLGr7BoSs*Dw-N?1Xvh~=dUSWYUB zWu zoFDVb`7n>17jw&bFqfPgbIQ3ehny3$%Q-NcoE@{u*)WTo6*J3OFq51aGs>ATgPal5 z%Na18oF3E4=`f9)7E{YG6YL?20$ z=p(5TeI!Mqk0eXJd;9zQne2by zec7M;|IhvZ=l=ii?tkTma`X4^S-Gy8tX#oM%4NK$T*3>=MLe%u zz;nuZJgc0;Gs;;!t(?JA%4s~QoWc{zNj$Ecz+=jBJgOYSBg#=ctQ^5Z%3(aH9Kr+2 zLENt#zF%5L1L?7|(&PTa2Sz-`KQ+^THDEy`BhtZcze%4XcC zY{Cu7MqICKz;()cT&t|ZHOg9Ct*pUS%4%Gxtilz_N?fk2z-7vE{8#CW|0w_B-^xGO zN%R@D=Ss7l2REfDwVK;QW4856|kIA9?L4_u#8d`ODkotlu{Z?Dy6W5QWA?RC9s%M z9E&Q&u!vF=3oGn0rI5ldQwl2VGNpjRE>rR=>@p>v!Y)(tD(o^PkHRifaw~cGoLow7 z%&FwU97;~iuH?XMN_NbuWWy{5^ z!Bk3WOsS;86bidcNv^QVlu%)pDS^T+Q-s1UQ+$P8rg#dwOmP)#mnnwAE>m>H;CY&&qpE1AC@RW|f|4R*GDX6qN-|8MB*nx^5=^8d#)L{DOrRvh z_(}r&ONo#1l)o^p5)b1jaWS?M2V*I*F{Tm=V<<5(x)KAUDbX>i5)Gp$Q8BU-1tTeu zF`^O)BPbDnEB{g=;7|D%{*Zs-clif?lfUCv`5S(bzv5^43x1M6<45@uevm)nd-(&t zli%Z8`5nHI-{Nce4Zf0J<4gG!zK~zybNK~6lb_>L`58WupWc zefa_2lkekQ`5xYp@8WIw4&IV)<4yS%-jHwNb@>Kfldt1d`5Io4ui|C-3SN>g<3;%r zUXU;1dHDjKlh5N>`5c~+&*EwM44#rt<4O4xo{&%Carp!ulaJ$3`4}FNkK$qZ2p*CT z<3afl9*_^>e)$0IllS9Zc^~eP_u_7O5AKq8<4$=O?vQulc6kSGlegnmc^ht#x8i1b z3vQA(<3@QCZjd+PdU*q`lh@-~c^$5i*Wzk<4X%<`<4SoIu8>#aa(TsXm8HruT%s(+ z#mW*~q%6jT$|78#EX4WB0-UGJ$GOTpoTJRe*~%Q8rOd{e$}F6r%*5%+44kG+$EnIR zoT5y{$;uR*q)f(%$|RhiOvLfZ1RSS~$Fa&d9HWfI(aIPcrHsar$|xM6jKtx}2ppyi z$DztF9HI=x!O9REqzuM^${-w|48;D*0PLsq$G%EG?4$I>-bx?rrS!(0N-yl8^u+E; z5A3FN$F52@?4oqV&Ptcx%FE>CxKyT(yhNstyjZ4>yhx^xyilf(yg;UpJYS}dJWr;N zJXfZVJV&OFJX@xZJWHmJJX5BRJVU0BJYA-bJWZyLJXNNTJVmCDJXxlXJV~aHJW-~P zJVB<9JYJ@cJWi&MJXWTUJVvIEJX)rYJW8gIJW{5QJVK_AJY1%aJWQsKJXEHSJVd6C zJXofWJV>UGJW!^OJV2(8++U`T+)t*D+*hWL+()L5+*_uP+)Jj9+*78H+(V|1++C)R z+)bvB+*PKJ+(o93+*$rlpFi)*s`35&A9!E(=l=h5|NpuF|GWENE2tIv{d?95XazC9 zRsi#9`7y7S5A$ewF}Icnb7{FTr1bUi}uI8bm zxoB$+TAGcfW}%^(sA~plnvSZbp`xiMYYIx5jL9?!lWNH@iIx--Ye_JXmKYOii7^(J0dZ{RicI$l+;;T82NURJN*CG|31R4?HL^&*~EFW@=#Jf2n0;TiQTo>tG` zDfKj-R8Qdv^&}owPv9~2I387x;Su#H9#)UwA@wjGR1e_+^&sw758ys^Kkilc;U0A_ z?pF8UE_FBVRCnPHbti6Dci=X4J8o6C;TCl(ZdSM8CUrAzR5#%UbtA4ziN>H?Kr zrp{N{W$HY2KA$sJoriPOxj0*$gR|7xI8&X4Gt`+lU7dl`)af`?orY7?sW@4kf|JzA zI8mL16V!<~UY&sB)bTi09fxDou{c^~m#L#vc9}X-WtXWVRCbv1`fx7r7LslBnM+6#NA zJ+Zsm1G}l+v8&n*yQp2Uv)Tp!RXgK9>c9B6`VV$e|Hh7LC+whh#P(_jY^S!zwrV?U zqqfD?Y8z~&w#JrfD{P^*#O7)XY^FBHrfM^6qBh0GY7=avHpYf(BW$2H#QJIjtf$t; zx@tYFqt?aRY8|Yl*2bD@Ev%u|#Oi7dtfp4Ss%kZ?qE^MqY89-cR>q2IC9I%U#PVtd zET@*ovT8Xjqn5?eY8fo0md285DJ-Fu#NuiRET$I6qG~ZLq87!%Y7s1?7RG{VAuOO4 z#QbUj%%|qZylOtoqvpljY97p`=Ej_AF3h3k#O!Jg%%*0?tZFvQqGrX+Y8K3-X2y(a zCd{B_#Pn(gOsA&Dv}!s`qo&2wY8p(XrpASz3@e!>sxM|`h- zz<26T7(dzQPykOMI@rz-Q`ne5yXfC+bsttUkd<>SKJUKEem; zL%gp(z~>TSHK-ogZGLX5A{NBv8sj~Y*>j~YRxkMc{UkMdKY zkMcvIkMdoikMd2SkMdQakMc#KkMdcekMc>OkMdEWkMcpGkMdrjkMd5TkMdTbkMc&L zkMdffkMc^PkMdHXkMcsHkMdlhkMc~RkMdNZkMcyJkMdZdkMc;NkMdBVkMcmFk8)q3 zk8)3;k8)R`k8($$k8)d~k8(?)k8)F?&!6{Y|2yx?{@nk6?*Bjc|9^M?>r3>dzyH6{ z7wb!Kk-iug>WgrJz7Xf@3vix3ALr`xaE?9~XX|rtmOdM2>a%c$J`<XUGSJ`u<36L6e99>?nAaEv|{N9$v7ls+0q>Z5RkJ`#uPBXF2L z9Ea+|aELw>2kS#{kUkg(>Vt5AJ`nrs1F)aoAN%V4u#essd+U9$m);wD>b5hl>tWqN#_U8et~v&-~&I=f7dtFz1WI6Avb zkFB%I^jJE(OpmF@;&Wo?F)_Lx1EcBDF{&O7qv%mFvK|E^>5(y_9tk7p5r3=w(j(wc z?HB&ge&ToS2Y%DO<5%q)e$l?-XYC7q(mvxyja{aF(AZ_#dyQSDz0=rb+FOlXroGYF zW!h_vU8cR#*k#&Fja{a_(AZ_#bB$f5J=54_+Ea~PrajS~^1R2|6MUpS#)sM?e4stV z``QD%r`^Z9+C99Z-NoD59lWL8#+%wLyrJF1>)H*xrd`LY+BLkQUB%1V6}+Tf#*5k| zyr5mg^V$VGr=7>M+BrO)1e+B#gLt;N;a8eFBV#+BMCT%oPR<=P5drY*;%+A>_C zEycy!5?rJ$#)aADmmOrcKAG z+BBS^O~uLD6r7|@#);Y_oS;p_@!A9&r;W$4+Bh7ejm6R07#yXI#*x}69HEWG;o1ls zrVYoT+AtiV4aLFQ5FDfp#(~-(9H0%v{@MWSr}f9aT0iWg^~K&=AMB;|#-3U)?4k9< z?phD*rgg`zS~u*Xb;ZtFm*49D=>Ov1`ajr7{~J5%ov?%65!>q>u$|r>+v@GGjoubp z>us==-Wpr#t+0jO5}WHSu$kT*o9fN5iQW_&>rJqc-WVI|jj(~<5bNs=u%2EY>+1Ee zj$RjQ>vgb}UK?xbwXlX>6RYbru$o>StLoLTie42f>s7FlUKuOum9Tt(Q%UK&g4rLcrv5{v64u$W#Pi|WO&h+Y&6>qW4TUii1#zglPfN28DS zw?-eWlSUt{qedUCgGL{%y+$9cokkz6twtZMjYc1>wMHMUl|~<}rA8mEg+?E(xkewY znMNP2sYV~IiAEo-u|^-Qkwzb_p++CAfkq##zD6Ido<<+7u0|iNjz%A?wniVVmPQ|~ zrbZvFhDIN)x<((ZnnoY3szx8Jibfx;vPK`Rl13k`qDCLBf<_;$yhb0boJJq5tVSQL zj7A@=v_>DTltv$|q(&dDghn5&xJDnXm_{G1s74>Hh(;f+utp!PkoKQGf8LjQd_VsO z-k1Hk|Nq?ofA0VP?*2FbGUNaLJ)7~&zc8*D5963|F}4{8W0|orrWp%km@zTB83Uu4 z(J`tS4WpP*F|rv2Bbkvgq8SMzm=S+#{4yipPvaNV=Rs~#^5MpG>$Yz;Rs_S4mU>NFk?6lHHP63 zV<-+bhTtG$Fb*^Z;Q(VG_BRG#KchePHTq#6qc8S0`d}}kH}*7oVGpAxb~k!pH={dt zHM(IJqbqhcy5PSCyUh5!WKqLY;Lr`W=3;tYBa+pMpJBTG{HtjV{B+N!Uje|tZy{HdPaS$ zYt+L!MqR9J)WKQ?yUeI*u*-}Z2D{9tZm`RYY6iQ^sA{mwj4B4Z%&2Uz%Zy3}yUeI) zu*-}J2D{8CZ?MaZat6E1C~K7Cd1Z{USlTFqrHs;8(kO)`jFMQ~D1pU{;#kxuhDD5` zSlB3ng^a>j&?tljjDncoD1iBl{Fv9shk1;=nA^yMxs2SH)5wK6jGUO=$bs36?3mTa zhFOfPnAymJnT*Vs(a3}ujEtDx$bjjL^qAI2hiQzonA%8#sf^T^(ny6VjFgz%NP(e| z90ManVFc(K0zJb=*YMCWT(k`bEyG6Bu+T6})C~hQLr2xnP%%`L4Fx4b#$<+sNsVNf z#7K&XjU<@JNQ?=MM3}%xi1CdC_?HnM;~9TpTq7RFG2&uuBM!zgVq;7r7RE4QVss-0 zMl+&gR3jQjF`{B*BML?`B4b1&5=Jm0{#O5GM8Kc=FZ`kZ#P9kK{HA}$ulhIqqJPED z`WO79f5wmcC;Xs)#P|9Ke5b$1xB5GLqrb)1`Wt+uzs8sPD}159#OL}8e5OCgr}{H| zqCdsQ`V)MlKgNgpBYdDg#QXXKyrHkr+_xXM_KD~(mS z!dQvRjTN}eSdL4LWxv&L=r{4YP9Oc6P9OcMP9Ob>P9OcUP9Ob}P9OcEP9Ob(P9Oce zP9Oc8P9OcOP9Ob@P9OcWP9Oc0P9OcGP9Ob*P9OcaP9Oc4P9OcKP9ObP9J@hP9J@xP9J@R zP9J@_P9J@lP9J@#{+~X7-j@yK`}sfczUst-5o>d>~TJ^AwRTpbpb+DFI8*5s%u!dC=t6Md&npGXETGgei1*D0c+b3#cg=fv$GnTT%{zF@yp1=_TX@4{mzmd1cA0t2WS5y&O?H`i z#blS6mrZt=dC6p#nHNoVnR&sy$mg6lFW@=zJf1br;TiKRo;J_mDf2X*G*96P^CTWO zPv9~0I36{R;SuvF9yX8QA@eXEG!Nkc^C0dw58ys?KkhZzW#%4}U1sh!*=6P~lU-)+ zG}&e54wGGGZa3Lw<~EaEW^OgvW#$%>U1n}J*=6P?lU-(RG}&e526H3NTW@Z_b>@0p zYp%mJ=2~2BuEAC2YFufq!WHI9TyCzwW#)2RYA(Yi=2Bd2F2P0SVq9o0!Ug6+oNq3` zdFFhaYtF+t=3Ja@&cRvcY@BJ%!WrgFoNms*Y36jCYEHu`=2V<)PQgj$WSnSD!U^U? z9B)p*aprg&YmUP)=2#qUj=@ppXdG#d!V%_39Bz)lVdiigY7WC8=1?4L4#7d@U>s-; z!U5($>~9XherA8{YxcuFW?$@W_Q76eZ|rII!X9Q%>~8kJZf1AvYIegeW>@TNcENwm z&iIe{FaB-*gPqL3v7^}uJD44@z1acVneDNy*$&&7ZLzi423wh}v8CAxTbM1ex!D4n zna#1O*$kVQO|h}r1RI%+v7y-r8<-8TzS#ilnf0-*Sr6-&b+NWt2Wy$Nv8GuIYnU~$ zx>*COnbonXSq-b0Rk5;J1uL1Av7%WCE0`6ryjcOundPypSq{sXWwEqb21}Wxv7}iF zOPD3GxLE>=nZ>cFSqzJqMX|711Phske`^)63Sxe%0OqsuV_qvC=CSf(ZYvMwvT|ci zD;MUla$gY%$z2D%p4|t%| z%nT-d%=9LG%ycGw%(Nzb%rqu_%+w}*%v2_Q%#t&C^f7IdKBi^T$23j)n1)FoQ#a{jY9@V5)ufN9nDjAalRl(#K3_(#K3-(#MQ%{-@8M_hqkte?N`?f%j#9?*Bjc|DXH+ zzq|kKYxecuzi0cZeGRYJSMjoa1uxl`@uGbRFW49HynO-B+2`@BeGbpqXYsUs22a_i z@uYnUPuM5%xP1bT*~jsyeGHG-NAa+I1P|GV@t}PO57-BBzkLAr+52&?y$|=;dvUkD z2Y1=Kai_ftci1~|yS)Rq+1qiey$!e6TXD0!1vlB7aihHnH`p6-y}bd~+3Rtwy$;vd zYjL%`23OguaizTqSJ*3YxxE6H*~@XMy$qMwOYv{}AM9lRjUDYy*un0I?d=ZO&Tfxw z?RMD4Zi}t$HrUE;jV@qu_%`UU^+UznrkIgQ#bKC4PJD1Havvbtebev+|=hF7esc-gvwm#oWp(Yk~etc!Twx`5}b^LW-ehi9y_ zc-lIHr>xU>(mI7Ftdn@$I)TTm<9O6MhDWTUc-T6EhpfYR&^m+%tb@4UI)MAE{kYfK zhkLBOxZB!;yR6-~)7phQtev>s+JW1w?YPz2hFh$yxY^o*o2<>a(b|L?tc|$d+JNh< z^|;nrhik00xY}BStE|2YgK?le z2nW~$vA;b4``P`muiX#(*nP3L-3NQwy|Jg=3wzi-vAf*^yV>2btKAK|*j=%+-39-( zJL5n0zrVGXSW9uSMIURCMIURSMIUQ{MIURvMIURPMIURfMIUR9MIURnMIURHMIURX zMIUR1MIURrMIURLMIURbMIUR5MIURjMIURDMIURTMIUQ|MIURtMIURNMIURdMIUR7 zMIURlMIURFMIURVMIUQ~MIURpMIURJMIURZMIUR3MIURhMIURBMIURRMIUQ`MIWob zMIWo5MIWoLMIWn=MIWoTMIWn|MIWoDMIWn&MIWoXMIWo1MIWoHMIWn+MIWoPMIY;5 zi$2yr)_?l^d0$qA@8|!(`?5dx|DXH+&;9@3-T!WWx4`e;vzyP&k9pmEn8(eFx!pXN z%gv2B-CUT%&57CF9GK0`j#=Gon8nSCncXay$<2%z-AtIl&4}sU44BSMk7?a>n8rpf^Zh*ck&~trsT@M}CMcZ}Ia&0tS3k}yq-8E2i zbyQsq6<0;sRZwzeOy)|M)J=v-+@zS;O@fKs#F)@cgbCb)7~f5Rf4T90>s)iL<5lMx zUU9DCW#u$R*tdpf?wRC+BbM=ybvkPDgC-bij5_du;2p!!}M^Z0)qcR!(bd>9oQYPD^a= zw7_Ogb8PA~!zNBsZ0t0_MowdF=rqCxPD8BkG{AaJeXQ%$!#Yk~tnJjnT25`O>D0m+ zPED-t)WB*^b*$=C!zxZytn5_5N={|0=v2ZAPDL#5RKRjhc`WOc!!k};EbWxRQch_s z>6F3}PDw28l)z$6aV+W-!y-;mEbJ7)LQY{U=oG>NPC?A?6u^8=e$4CS!#qx2%Eyy3PEO43rOipIZ=w!kSPDV`cWWaPzdQ9u2!!%A> zOzot>R8DG4>7>FGPD)Jfq`=Tgj)4=Ra02ulfu7@|>v-rmF4~TRmSdyoSZFvV>W+b$ zqoe9*s5mOhj)IaSV=_m=q)swS;v~hyP7+MyB*uhJB23^U#Q08v-@5VKzc8*F597FT zF}52AW4W<0rW*@mxG^!h8v~=c(J`tU4WqbGF|r#4Be{_=q8kY#xDkKr{Bk4UPv;l@ zaDL)<=LddszT;Qt8-8)V;%DazesVtJN9PlMa6aOD=L5cT-s4;69lmki;%ny(zH(mU zOXn57a9-kb=LJ4GeeAC`ee5qb zeeBORee6#*ee91mee4f5eeCx(ee8EOeeAb3ee5?jeeBmZee72@ee9Puee4%DeeCBp zee7p8ee9<;ee5STeeB0Jee6dzee8!eee4G|eeC--ee8QSeeAn7ee63neeBydee7E{ zee9byee4@HeeCNteg3>J``>wA_UHcpbN~Oj|Np!D-&^D@{{8=rx6oUJ3%rFm-&=t5 zy!klSn}>6}xj5UKgR{KZIMbVjGrXBN-J5~ayy-aAn}$=osW{o2f|I<-IMJJg6TFEy z-kX5qyzw~J8;4`Ou{hcrgQL9BIMN%1BfOC~+#7+zyx}<18-_!?p*YwZf`h!lIM5q} z1H6IQ-y4Aay#CnN>xX^3zS!IAgT1`o*wgEUJ-nXS-Rptfyzbc5>xNytuGrb@g8zD* z@gMJB{M-8n^Lqs_pO+u=digMqmltz;c`%ok8*_TOFo%~DvwJx(o0lE4df70GmlZR6 zSum5A88dpBFoTy7(|Z{(otGZddg(BYmljidX)u+S8dG|yFol;AlY1#J^pa!Xg($oL zeNUk0`RIBcI-ZNR=b+`;XnGbJo{73=pyuhQdKxO8in6DmZ9yyzI!i-u9Ws2JIcf|0z)7}1M_5xj`Mb$@vg@TdC=f4D#KyZZybx!>`t`whRi zU-7g11wXl;@uT|*Ke!+9y~{3h-?{8E_pQq=bKkh^GWWI1E^}YG>@xSI%Pw0b zxyvqdpSkQZ_o>S+bDy~EGWW5|E^{Bbk9poh_YppDAL4!Y0p4@(<6ZY2-f{2ZZTAk| za&O~J_ZHr8Z{l_L23~Wo<5l+>UU9GDW%mkRaxddW_Yz)kFXDOk0-kfv<5~9{o^j9O zY4;4Ca!=z)_Y|IRPvUX+1Risb<5Bk*9&wN2VfP3gau4G{_YfX%58{6J0Pb`5<6d_k z?s50xZg&sva(ClScNgw(cj9(;2X1q><5qVYZgIEbW_Js2ayR2fcN1=KH{yDC1Fmz| z<63teu5s7mYIhB;a#!O@cNMO1SK@Ma1uk=!<5G7SE^(LQVs{BHau?%5cM&dd7vg+( z0nT&h<6L(h&T;4BYba!2DxcNC6rN8)gI1P*hD<4|`P4snO#V0Q=(atGr; zcMuM62V#GB0QPhHV_&x)_Hp}SZ?_Nja(iP>w-@$sdt!ID2X=G2V^_Buc5%C6XSWOf z>vqO}+<$-Tb@Kkkj$SA1;C00IUI%RFwa2zzJ8a{%#nxUMY~{7amR>7t;kCr(UJGpI zHOHo2Gi>5D#l~I}Y~(e@hF&9V;5EehUIVP>)yKMCJ*?x^#oAsStmW0lnqDoe;nl?I zUJb0~RmZAcHLT)Q#mZh4tmIY3ie4qG;8n!(UIi@YmB+GPIV|Iq#nN6GEajEPl3pn+ z;g!VVUI{Gb7004pF)ZR0#ll_@EaVl&f?gpk;1&F>`?vcKc5>wsz^`wsPs?wsh&^ws7g=Hh1acHgoCYHg)OaHgW0WHg@UbHgf6X zHgxIZHgM_V)_3XS)^q9O)^+LQ)^X|M)^_RR)^h3N)^zFP)^O?LR(I*+R&(j&R(0v) zR&nX$R(9#*R&wd%R&?p(R&eR#mUrpnmUHRjmUZdlmT~FhmUijmmU8LimUQXkmT>9g z7I*367IW$27Io?47IEq07Ix|57INw17If+37I6R5=g<2xhwtbA!27a4_y3>!|IhvZ z-`)Qru88;h_blRwxENc+!B`?T#uTwIhKPyLMGTB4qGMDM4Wo#t7+FNYNFp*u6p=83 zi1=IomxzEr{a^UQ|B2uIANbAxj$i$6_{INJ7j!*q(_{4vTkNqe3$bXCv{YUt~e~9<}2YAoF zk9Ylhc*nnsxBWYK%fF2`{abj$zlqoV8+gsXj*I-oxX@pO3;cyR-(P_9{P{T7pNDh& zxj5UOgR}hEIMbhnGyIu2-JgNe{OLH=pN3QXsW{o6f|LBoIMJVk6a0xd-k*Tu{P8%} zABSW7u{hcvgQNV>IMN@5Bm9v#+#i9%{NXs%ABIExp*Ywdf`k0QIM5%21N?#5-yeYe z{QlV2?}vT-zS!IEgT4IT*wgQYJ^Y^7-S2_j{O;J*?}lCcuGrb{g8%xR@gM(R{M%=j z`JH@rncvZ8m-!uhcA4MaXP5cye0G`N)@PUbZG3i_-`a1(=d|)$V@tmkw(whGbH4>P z^P6K+zZo|1n_^?X2{!T@V?)0YHt-u_eZK+L^Xp?>zaG}{>tb!c4%YH(V@fSMb?oetDl==9lx?Wqw(oUFMhZ z*=2rdzYNbS<(I~iekm;Bm&D?J2`uIp$D)2QEaDf%!hR7f$tnelE=6=fv!O4$S6f$ELAC&5I1Voc~K!UTRojPEDF zzx?-uE8h zJ?}o=_3q&v?=If7T+A{z*LUpTJ}OaXjiD!z2DtJnSFAL;hhr=pVuZ z{z2UDAHaS7e%$Nt!#)09-0kndUH)#|>F>fF{!ZNP@4#*TcHHW3!!7<+-0W|`P5x%w z=x@Re{zhEyZ@_i_dR*(T!!`a|T94{S{z_c#ufS#ga$M>!!zKPwT6v2c>6s1czZqi zczZnhc)LCNc)L9Mcso7%cso4$c-uYtc-uVscw0UCcw0RBc$+=?c$+->cpE+XcpE(W zcR_#)Hr5PkVU3_BRu5`mwV*my4XR<4pej}ls$iv{GFA*KVTGU~mJcdmxu86j z4a#Aepe&XS%3!IWG?olXVTqt577t2bv7k5>4T@orpePm&ieRCjFcu67VS%6^<_`*B z+#nvt3F2bxAP&X~Vq?r87RCr-V)P&eMhl{2)F2v038G@;APPnbB4flL5=ICj{#N`7 zBH&N)3x9~8_+9+KZ{jRyi?78S zd?jAvOYsU{h?n?WyufGTIX)H7@QHYekHr&wBp%~K@dzJ?hj?E+zW#YVGmx*)Y zJfCw`oWnEXES?r;@RT@>C&ei|Ax`3PaRQHt<9JjY!z1D-9u`ONkT{G7#UVT(4&r`s z0QZUgxL54MJz_8J7VI*yOR&qtPQfk{I|RE-Y!~b@u}!ec#8$yB6I%qkOl%hHGO(E)yFByG*PX>@u-Vtmk=a#X4Lg*5Ych23LvIxKgab6=EeW7b|d?SdL4@GF&2- z;$pD`7m3BVP%Od)Vj<2K3viy8k8{O5oFnGqY%vFCiP<<)%)%LBCQcVKaGIEoQ^ho# zBBtVGF$E`y$v9C=!U+~5 zFdQO=;$SfZ2Z_NrPz=HWVj%Vx1F)ayk9|cy>?8VOZ_x*PiQd>#^uivZCw3P-u$$

Fa9n5!A|0D>?k^62hkDRiw@XMw8yrh9kvl|v9)M}twd{V zDOzC*(Gr`B7T8QQ$EKngHW5v+v1o#gL}P3y8es#`5bKKuSWnc)x}qM|5p}V)sDrgc zZLBG3VGU6etBV>~O;pFKq8e5aRk5piwamyl*h879F`Gfv9u_I zr9^2gDN11pQ4))b5?D+W$D*Pb77<0Uuqc9sL}4r_3Sj|J@V7y}AV1~}@?oAJFXj&N zV6GrH<_vOSjvyyy4{~6(AUkFavSF4WD`pO|V5T55W(+c6h9D!R4>Dl7AU&oH(qWn) zEv63AV5%TBrVLVHiXbH>4^m(lB*!2KQ3L_{fj}?t(G5Iw0vGMTK`XG)3@kJP6ZODA zEznU7G*ki=9xkTF>xVbUNOCJB;a;vfko3KC<&AQ2`A5@P%y0sa-l$9TbCzZLmK z0n8`pBk~IRh&+NmBDbKA$R+3_ativ09D+U~yP%KACg>xw3i^mFf<7X%ppVET=p!-; z`iKmIJ|exKk4PuzBhm``h%|yeBDJ88NG0eaQVRNr6oNh?xuA~-1${&y=p%%nkMIS3 zgeT}DTtOe<2>J+H&_`H;KEf3A5r&|T&;@;jCg>wnK_8(A`UqLjM@WJ`BAK9%NGj+f zk_h^U#DYE|k)V%ADCi>+2>OWlfK_hm1Ce?R^If%j#9?*Bjc|DXH+ zzq|j#E8*4Ozvu9Bcm*$om+@kF2`_{f@qBmz&xPmlYY1j;#giWz=*aRDejj>_a2pfbAv3}S9>xK2PZdecN zgmtlYSO;r`wXtSc3u}Zmv3ghotA*9EYFG`cgjKO}SOqJEm9b)22`hvZv3yto%Z25! zY*-GoJjgVay>LI%<)IxSysD|vaPzl*(p&Tka zPYPvB7D|{jOomCqq?kBNf{DV!m@rI)3BrUJKTLpsh4C?7_!q_v<6)dIF2)YyV5~4U z#tdU&j4&of4`X1oFgivJqhXXVDn<^YV5BfIMhqiigfQZ7gI{3;{2BbhAHh%j9{j*> z!FT)`e8VrnSNt4&!B4?w{1|+~55Y%#AAG=f!Fzlgyu&xaTYMe7!B@d+d>OpL7r{$> z9=yP3!E<~XJi{l!Q+yme!AHSkd>A~!2f;(UA3VT&!F{|N+`~J;UA!IK!CS#?ycyiW z8^KMy9^Ald!F9YET*E8DRlFQr!Arqqyck@<3&BM^A6&q5!FfCzoWnE0Sv(z_!BfF$ zJQ_+!^e`9l=iA9_+wv!FJplY{M{%$kHazku{hd4CaiC#Zx_DgqaWXkKKk*! z;G-Yk^FI3VJ?Enz-wq%B__q7#$G6Q#KfbL#`tfb?(T{JlkA8fceDven=%XLs1|R+S z*8Awkx6VgDzO_F3@vZUEk8ib)etfHZ^y6FUqaWW2AN}~2`{>8F%tt@Ir9S%cE%DKh zZ?TVle2aYa<6G#XAKwBW{rKkl=*KtDM?b!~KKk*^@zIZOwvT>%vwZa9o9Uw;-wYr9 z_@?{l$2ZMKKfb9x`teQi(T{JkkA8fUeDvd+=%XLs1RwqQ#{1~UH_k^tzOg>~@s07( zk8iXu($AB7SsR|u{{#23C$ImXy#9ak`u~4>{V&y!YKFg`rRq`*tR_{*s!}zqB2~r8 zQWdNuRmO@^C9EJ-#PU)F%$3TcBjutkIcP~Xnv#WvWTGw^s7X4il7@<;qAV#WNivF( zgnmgxpXA4Kk`K#D<*5iX{jWZkeoYibbTS zu&`7F3rU5spi~G8NCh#!Q~UE<5QQ)HKkFNy3j@kNncCcYrD%f#nJcA5B`$SxCii0m?P zyT~pRw~5>NJX^(WxJBHGo5d}-N!*MZ#Z9$`nYch?mx=R5c9}R&WS5C^MRu7u zM`V|Yvqg59I7?)gi8DoZnK(mamxG;#8b0PQgjyWSl5Y!U^I; z94}75apHI!D~`i4;#eFlj=@plXdEey!V%&~d{!KR!^LNDm^d7Vio*8L>Gw6Q9AR zVl!+aHpRwb6Ko_l#)e`eY#=to`eFmDC)UThVm+)Q*2UUl9jqnR#+qU+tRdFK>S7J7 zCRWF)Vl}KHR>jI<6|5vy#)@JktRPmz@?r(d70aU|=Atb+Xo)tOqJ@TNqAnV!i8`vH zhKi`7EGj68GK!*veo;i9=*M!R56g<>u#8w1ON(W&lvo-|ily*ru_TrdpT^>12`nZS z$D(2}d`c{eMZ~ADuvi2OiG{JCSO^P<1u?%^0KH;<6htrPhyrGdIhaq(#w;-(W{O#1 zrF1C+)1-7vmC`UpO2uR;1(T#?Oq7x^K}y7UDFNf8c=Skd=$1U_lH6g%$C3*liI4H2 z_y`|}5AnYE0Pl(S@ve9e?}&Htws;3`iMR2lcnfccH}Sf71OFAT<2CVLyeeM9E8Bs-CpMLz;{Pg3$>Zc$76+iv>|MAn0 z|8GD2_%HkE$N!g~e*BmG^yAO-(~m#sryu{He){qM;in(}?|%C6|K_J3|3yFj_e){pB_0y04XFvV;&-m%b|C677p4`j+@7&9ty#9ak`v1x6 z|Nrgvzx<;7Quz0c{DS-!CCTboGH)38S+e=F3-Se@^qXkPs1tlRGchN z!AbIDoG4Gi3Gzf7FHgX6@^~C8kHazYSR5^n!BO&PtRdIL>T(UNCRfL*ay6_XSH;S5 z6|5vz#)@(!tRPp!@^S^tmCK_e=b|k;XvsF3vW13hqAnY#$vUdChKj7BEGsCH2`nZT$D(pEd`d2gMdYWj zuv`QS$%V0?TnG!u1u?%|0KIa46l5>v$O2}|Ihaq*#wX3ANZA+yWmbeUZyr^)Ox zIaOwt$tg0sOiq^BWpa|tE|U{wcA1pkj)6%ziN;-|-NT={?=^H#LeT`p9C-F<^EBr$G55Z5b?FVmZsn&X);cfCgB8WB950P;5cbKj+MsY7-=kymd1pYN6Mpcggg?Tl}F%k z`B@w$567YMFdQNe#li9r93&6Mf$|_6AP>a;@&N27_s70+KkOs-#olrs>?QZco^mhj zA@{`Yau4h#cgL=BH|!#J#m;gU>?C)_j&djLAa}&}atCZDx5u_}J8UDj#ny5gY$dnG zmU1g>A-BZlatnM$ZjR05XRxW<44cSJv9a6)8_A8aq1*@?$PKZ++yLvz^|7v859`Qv zv9??XYss~-rd%tmG)fwcBPIHgMo9D{JuA_VG+d$|X_!Pm(ol(hq#+XhNP{K%kp@Zh zBMp@3M;ai}kJMkHAE}>2KT=CHj#%N%SLil;}t5AkmN1UZNkVokTxUTZw+8HWK|vttI-AT1oUHwUp>b zY9Y~&)Lfz;=^2TBq-GNRNKGaBk(x;KBQ=)jM`|R|kJM12AE|*vKT>^(ex!O5{YZ5s z`jP5L^dr@l=trt0(T`M9iuCj3UiLK4=l_9w*^}4*PhS5&dHw&tz5Z9z)b#N8vzn@= zVTziH$!ZEFsmYkACSih_i1BIy#;Nh>QRC39deEi1!zzze7d}!R<3r^UK2RRwedPh( zQ|{wk#;Bt6axx%D;G3xrSGitN4#{1^-t5!OP0u z_?L1SFDZXvo^lC;N*?~H1o02$PyAi^1AkL~$BW8u_^WaeFDSp_dF2A0Q_kZr$~io% z{DMC#XYq{kGybHU!5@{M@I~b%d_j2;pI2VM=alDhhw>b5S9ahwWjk(Fw&50KD{fY{ z;3j1=Zd5km24y3zS2o}}Wj(G{*5MjuEv{D9;3{P`u2fdx3S}iOS61LMWjQWYmf;d* zDK1u);38!)E>srb0%al2R~FzrWj@YT=HVP=F3wiw;4Eb}&QxaM3}q%xS7zWeWjan( zrr{K2Do$3W;3Q=-PE;o01Z5(QS0>;%Wju~m#^D%cERI&j;3$P%ri@hBWy%PJU8X#% zu*;O;3cE}hrm)MDp$fZ98KSVul)=gnKF=U!Fb-4(;Q(bI_E!dAKczqRRr+Bcr7!kY z`d}}mH}+I|VGpGzc2{~}H>EpvRk~ppr7Lz;x?m@zGj>!uVF!g>rnFbsWlB4RU8b~E z*kwu^gi6ZEu}WrRBB-jr6yKaYG5^`I#yMxVHKq+ zR#vKDC8aV}R4QQwr6QJBDqyZs9vvkYZN))LvC&j4G!zqc#XwEbQB^cl6cuGfK}nHO zR3!8(BKj0RmQ#FKRw;*Nl(JY_DTAey(pXX{g-MDL zJcWgoB3MW%j0KfKSU@R=`IQ3bRq~^tcriy2Fk8vNd`dQEDfuu{$-)dJ6VsIpOjFV^ zRY}7XB^8sE6iiZ*F;Pjv1SJvUl?04a;?bkTpP30|oLwOTl zSKh$=%ImmK*^hgbefXNP7hhFg!&j77agXu}?pF5T%gS!trM!$gm0kFfvNNpwqx=*8 zAk&Zhy-YvycQXCR-^%nOpO)!IJ|)wS{EbXM^4Bu`$R}m`k-w7ZNB&Z#ANdQJe&o+( z`jJn_^do;J(~tbAOh57`GX2OO%k(23m+417Cex4nkxW1GQJH?^4`uq1KalB1eqW{^ z`G`zE@?n{Nx;d$KG;j^jXkwq*hA}y-L)RrP3w+b zwQkr&>x!MVF4#%yj2*R3*g@-v?X?crPHT^CwRYG>Ym2S5HrPsQjV-lS*g|WG&9xTz zjMf~RY0qF&tr<4anqp(E2{zIiV?(VGHqaVkeXRl3)9Pbgtsd6V>SArJ4%X6YV@<6V z*3fEVnwE~KS{kNkshF&#V3L-MiCPjSXo(oFC19Kuj~*=!-I@nonmereSaabc^)WtF zAK?S_A>LOX;63#|-c|469rZ5WR`1{~^)}vAZ{ZE~CSF%>;J@m1yr%w(SJi8HMZJpu zs8{fB^&h;f{*8aBm+_MN7v`y#FsSC?pK1{QQ2)f=)j#kz^>@6e{)WG*7x9AnE1p*` z;5qd?{-U14v+6JSvw9ZKs6XRR>KXh|WtXWxsO&QJdzD?Ley6g_)NfUGnR;4fm#L>z zcA5H($}UsCR=?r%oK(NYuhf(HrTP_qp?-;h48J%OL9pW!F!r}(k@2_9EJ z#$)Pn{75~9N7aw;L-i>2UT{N8c^9~>H(Eq zroOAP%hY#NcA5IN$}UsiQrTtdn<~3ZeM4oJsjsW-GIhWDI$v*}x*zwd`|ve&FTSe2 zhOelv;vV%C+^z1xm(|_4OMMx4s=M$dbtk^4zJxERFXHp+3;3M+Jnm4R!|m!0+@@~F zt?D-1qHe{_>K5FjZpMx3CfuNI#P#Y1T&J$bwdy)tqpro(>Ka_7uEv$>DqNwi#O3M= zT&6C^rRp+VqAtb7>JnU}F2;rGB3z&@#QEw1oTtvmx#~Qeqt3KvS<&c>PQES#av z#Odk`oTg64sp>SGqE5xh>J*%$PR5DqB%Gj5#PR9`9H)-QvFbP+qmISV>KGiQj>eJd zC>)`V#AnqJI9z=ehpEGHs5%UXs6%nEIs^x)gK?lb2nVPGvA;S1`>Fl0ui6j$sC}`w z+6Q~7y|Jg-3wx+NvAfy>yQ$r=tJ)2_s9mwM+66nQow1|Z2|K7AvAx;>+o|obt=bOT zsBN*e+6G&xt+A!r3R|cxvANm;pHZ7*GxZs4sy4$WYEx{iHo-<}V{E84!Uk$Xtgkk} zdTM>FtJcFhYF(_Y*1=k8ZLF!*3aeGuYG5_3I#$)HVHK?^R@SOuC9N`6)GA>Gts<7! zDqyZw9vv+gZOuVTv(eNnG&B=+%|K1lQPnh5G!fGv4r+C7S~E(F|9Zj)r#R$T2U;bJ%xp}B3MW(j0LqqSU@X? z`LzP*)$*gDc`-*5Fk8#Pd|EbUY56cy%fbvT6VtVfuxbspCRSJJN3EvPk6KlwAGL}~ zKWb%_e$+}T{iqdH`cW&W^rMzn=|{~~=|^=``cZ9_epE}PAJtUpM>SOXQFWDmR86HH zRaNOnRaE*>WtDzZNu?iEROv_ctMsG#RQgfNsq~|kRq019qtcIBTBRSgluAEpNtJ%o zr&an_M@?5F{XDssT@F8=%Kw3T*^}4*PhS5& zdHw&tz5ds~*MA6qKkMJ=-{ZIXcX(R=7EkG?@f-aVeyx9lC-txKEBz#XsegrE=wIUJ z`WJXY{~SNlPvEEeXZVT!DSoVfg2(lb@tA%bKhlrkQT-$QP(O+v=pW+y`UiMKe;*I) zNAQq-7~j(m;X(a94Cn{(fF8hi^#k~h{w}_)zk_e-Z{wT#Tlj|lCcdt}f&2B>ai6{) z_v-ubHGMC>s=tP>=&#}){T1A;@4=V#-MCAC8F%Wt@FjgGzNo*1BlMB@tUdyV>(Ama zeK-!)hv5)?C=S+#;2?c44%7$X0DU0#*9Txfy+8KV`(YowFZR~^U@yHl_SAb}54|UL z*Lz?$y*qZ*yI~i-D|XhqU?;sZcGNpz2fZV<*E?W4y*;+o+hH5MEw3%Gy`>?ED4$J85 zGQG6UF4Ift>@vNi&MwoR*4brx37uW07uVTkdNG|{rWe)OW%^S(yG$>lv&;0tI=f6S zq_fNPf_fpoUID!z=GP0LSI>`v?!_Ekz-&DS^Xb``rRT#;Jqt7ROib4^FilU#R6Pw- z^i)jNQ!q(S#zZ{{6ZAxk*Ap;Kk4KLlhi=`2F5Mkgd#te`tT=@7f>uoAx_i)PBQXwTpN``xVb?7x0{R9)Ho!;aTk$ z{8>ATXSAR3C+!UWsQrXLXg}ij+7I}h_C0>9eTS#DZ}F6N8o$v_;n&(XcvAZsztT?P zm)ckOh4v+Wu6={Yk@gwaR9@Rd=54EHCf%YN3 zuYG_=wD<9_b_5S;hw(k_5FXUt!+>@W4`=~=S37|3Xz$|N+B^7`_BOt$y@hXRZ{q9P z8@OM49rtPbaj&)yU(@#DtJ-V$iuNk*(O$vb+8%sa+l{-lmvN`I3t!T9hSgutU&QD2 z7w|d#dEB8thuifXxJ}=VTlH^)0wb-;5jeO}Ihdi0kzYxK3Y>YxQ-wMqi7o z^)AL|=-F^(DASUyKX&MYup;i1YOYI8UFCbM<*R zN1uzc^*K08pN%v1SvW(ViPQBNI8C39Q}t;$MW2e3^(i<>pNtdrNjO2Dh~xDMI8Gmr zWA$-3Mjwl#^)Wa~AB`jRQDL)96Rrq0x`FU85gun?^s{R*inN zEgJo3n>G5;Hfi*uZPe&T+n~{pwqBzjZJkCx+FFf%v^5(2Xsb2)(N<~nqpj5FM_ZxM zkG5Q+A8naNKiX1_ezYYT{b-9d`q36?^rJ1*=toq0x^vU85gunnpj`RE>VLDH{D~lQsI$CTaAeP1NW|o1oE;HeRD2 zZJb6w+E|T#v@sg}Xrndy(MD;EUO|Npnw|7JC_ zdieXBHqMJ#Vtz+AIDI%Y1~rh}GgqiI@bm?r9`ftsnK zYHFyMD$1sUk}0ETO6WI5^qGDvXZou#j083z~(nfLRdpn+4Eo=10NwVvZ?bwwZ(Z%xugu^I@i$ zg&AfhrkfdaTfIF26~$MC4}5q@YK#Se@R@qOb1JYu|$ zhm9k6$T*De8Hezo@g4?@gLuFQ;Jd~Fe8+ef-!|UCw~V*(P2(+m!*~;4H{QVg#_PDx z*pGXSefXNO7hg4A!&i(~agXr|?l$(|%f@cpWxR|#ja~SXu@hf3*k#5G2D{97-e8v* z&l&78V~4>mGqxM-GGm*;E;F_o>@s7Ev6auW+1P@cjLo>w*n}I5jkw;}fa{F)xYk&Q zYmBwH+E|0DjMcc(ScNN$mAKqkfy<2LxYSsNON^zs*jR##jK#RnV3!#S40f3@-(Z&+ z^9**GG1p+18FLJFnK9d7ml?ARc9}8LV3!#)40f3@-C&m)(+qZ*G1Xv~8B>g@e7(uW z6r5yC#)-xxoM24E@x}xkXN2N(mfzcB#&8U3-Z(GU9=eX+OE2YVU4v8T}sdl)^jyU_!? z8Qrm~(G9y8U9q##1v?p?v7^xmI~X0Yz0m>N8SSyH(GJ@fZLzh{23r}ev8B-pTNo{| zxzPfjF`8pD;~8vfG{YuFQ*3NB!A3@7Y-lvX21Y}yZ#2MqMt!Vn)WbSPU94@?!CFRb ztZCH38b(d5Zq&ePMs=)eRKqGpRjh1O!AeGDtY}oi3PwdNZ&bisqdYoBF4~5JmSLl5 zSZEj~>V|=up`&VOs2D2BhJunIqi9IzH$?Oqek^DBu&hxI%NS*`v{4328KtqLQ3{_n zN@5A)X)JD(z+y&mENT?Pr;MUl#CQq|8%3~?Q5Xvvg|L885c3-a&}-yJ!SG^^Az-$V zgZYeX%rf#}rjdmiMkb~k8DY&-GYwPBR7^HgFv(2DL^BB!%tVYg6EMz6R#UL@L%IP zUNip1tHw3FVqC?4j4SxJ@ef`${>HzI%XrE73-gRi7&P+mPa}wb7=PmL#vk~b@jG5L ze#2jli+I8K70(+N@SJfTe=*MCS>qS{**J@5jGyr*;|%_2{DeOkKVq7Zj;RLy7%2w* z7|90x7)b{G7>Ne`7zqab81V-E7;y&u7#@Ru47Wi)hRdKI{jotm`Xilw^oKhA=nr)I z(eLZ@quQPCxn; zoqqIxbo$Z%*6ByTtkaMFmrg(WC7pisJe_{@piV#fpE~{Mf9Uk1|E|-I{+mue`bC|7 z^j~%Q(J$!qqo3F5M?a_2kN%5JKl)jne)OMp`q9tm^rQcz(~th6PCxn&I{iGkm;K+l zmpys?|K#=mlh^v`N^J%`(^9k|Wfj$5s5xW(Fvo2@Ol$=Zw? ztxdSW+KB6|4Y)QN z$XbjGtwp%NT8Q(l1vt-|k8`bgILDfcv#mKe%bJZdtywt3nu*h`892?Fj#I5^IK`TZ zldUN@$(oE4tw}h+nuz1A2{_Igk7KQIIK~=_qpdMG${LL$tx-6_8j01c>R8pPhE=Sp zSlOzAm8{BG(W-cA1rEvCFIki(O{LTkJ9`&Wh*rc&s>dTOM>-?y%-#%Y~23 z$N12Egb&Pzc;9@0_ssiv*Sv>!%)5Boyo0yQ+j!Hwg*VKbc-_2#|C-nFn)xqYHQ8n6 z6_Z_N{$sMs%)d=`nR(e{mzjT=>@xF`$u2YVOm>+WG}&e5pC-G^{KI6InZKLtGV?c+ zU1nZ1f8*=@YF@+(=C63(ynyG-^Z1K-4$qpu;Lqk+JY)WhKbdFnNAoBA!Tb@wH-EtI z%$uO{k9*C1_?o#FUo~IDSIk#& zkNFDjHuvDm=5E|&zKlD~UHFo@6JIo6!WYaJ@pYba~p0k zx8i1V3vMzu<3@86ZZJ3EdUFG=GuPu}&PIK2~4sZS}!kR&VTS z^}-%jPwZ~>z;0G|>}qwxE>>6UY<0m-R%h&Jb;1r-M{I9(z;;%9Y-_c{Hdb3~ZMDHx zR%>i&wZaxwOKfhnz-O%H*vxtcn_A7ViPaPvTTQT$)fgLEjj(~$5bIkFu%1;P>ss}& zj#U?HTXnFORU2zswXlX&6RTS_!kQz@k@&1hKjv_ge#~Je{g^{d`Z0%?^kWV->Bk&o z(vLaNq#tvDNk3+PlYY#8CjFRwP5LqWnDk@zHtEOgWzvt?)1)7>he}1l9+0mpQvx7-LW_y!<%yuUIm~Bn^G258*W41Qw$82TNkJ-|s zAG3u?KW1~2e#~b~`Z1fC^kX(P>Bnqh(vR8Lq#v`9Nk3*olYYzwCjFT8P5LqGne=1U zHR;E!W73aV+oT_}mPtQmO_P4i8Ycai)y+shPwr*Kc|QLS+{-dtF4sI*7 zpS3${b=K6Z0a-1xDrc3>%E-K(c|P;A%r`T)X3ozXk=ZG;PNtHXKjU#mUdHK+BN;De ztjd^@(LbYQMwN^*85!xf($A%TlDsq`Z}~J!MhKn3V1* zjZ*BCVkt?<*OGrqKAQYW@|xtS$^DaCBv(oHYLqX8j;jFsa}$v zR5&Rv@p9s~iH8$+C9X)EnAkh9X<}|-@x-Krs|i0Qe3-B&VNJrcgh2^y6KW)g2}1nC z_&?)M#vh1(E`Cw`==iSj_2c#ULh--iv!NZfV@OxSnxM<0{0Jj7#&}^qlj2 z>UrI>$uq|@+|$uh$D?`*dfe{6+^5}#+&kSX+>=88IsgCvCmhU|;3?^L7h7hUx>-K- zGQl(pXu`p)NV+tZ=5Hb#%#5T(baPPtNaOx?xD3<294tWozMdF3A zINOyc988UTjs>we-z4E+N+g{hOS5VV2a_Y|yjYr9O*ohoN$1AWjLO2n#7H_PmZp~% z4kkp>*|9XOs&FtqlFo{ysbz$NaglUpEKOxConM-CcBGGh=nDDz=X)hj}M2rbYHNAH!wb&dWwyUr3GBmy@7F&cx)`r@7m=J zjE%%&VzJltk2f$T5|56>g1fjkFgg;Cip4qZ1Kz->NIWtYXSx>k7u!z1yqSe)V7;0+9m#6x3ox@(^|FfXWl^DNZckCr@5vJfi~gTU95F1P95$Iw2u74 ztzv14EA*#n6^UEM;$-(n-ayMp+#(hyxoZo77LiZgJQgR86avj7=`*o3K@bAZMABxl zG(Pk*qFE$u8cX9sPfXKD+9Z~GvU37WLTTvPXdFw^asrJ*Vd&Xt6bp+Bfku&!Zx{~k z$g@#L2sDhO4Pt45jzXY8B&{Dy^LO_K>W5QLv3jx8>ssUu)QiM*W3k}c;tkY|#C2kE zj_a^DP$v@Cj>XxoKfQt4k+@bY&gZV-4b+OnHDhs>ySz70GZNQ`#hLC=-aw5=Ts;15PAm6N7CF_8lNZxawDk|OXEU6VVp>6 z$5KzFoPZrlLr;bkOB>__tWX$wGR#=mNC=pbj}Pq#-LxW4MqeRdL{dGL78ol8^hm13 z()<&>0WF+*im9>G>zeHisF7HS#e!>(H=smfITq)Hzk}sSEXCq%cQJ23io{|p&gUNJ z4TzE0AB(fxGra+SB=*JPO!ph!fG-l4i^Uo4p58#YNL)4+r@M!F17#y|nOK|_{y9}9 z5|@s}si6fCC>@DQ#o`p#b|FwI9J`B^jK#^J|EeV;>C>?^=_w)bbR;biOA|xi@g*W@ z@mQJ=`W;a`l7>3`|Jn-wJ}DMSi^kHpY#~rIl0FqnJz7rSsZbhvGK$2~@;QMbp)mAh z6pn>8g+SrR#}^8Rq5u6;=m{wpdR_`e(t@$HKxZLPFp?ICrTJS6fdY{ z76Sh*=lEC}7y3!^-*S$NrJm3)j_`60JsF-@D&z#h!#VV1xMN}Hw;Z$CUCb2@jmVSH zN(e+&bJ54Kv_MDi0aml8=%ZMg-!N5(#)E| z0k*Td=&e|q(ZhQnGM$UwjHT(Wox%a8v%BbxSe!OQIKXmt7rh=!Q^$A@M22(Ge`9G% z_|F#^&PA`q;$-)m-UE^0T=Z%zPIBiH4ltbEMX$u-(8xG2Jo2ahCzd7@6b>+(-9`V7 zrSWmX0amlS=;c@%mnIxwG`oxb6-zw{IS0as z|C9Uw|91a(Qk>NA-{(2WP6{SD$(ZOQVSX-B|F-|Z%l6;+mwg#8*?(c4eF=kh9{y}&VKK6YR1ZTG=mc5m!y_re}_PwZ~@z;1ST>}q$zE_PS!YbC1N z-PGnTV>hw6%h-)=?lN{GyD=Zv&~Ahc?1ot1Zh-ad`dHVlhjr|_Slh0Hwd~qh)2@Xz z?3!5Ju7TC;>R8pThE?pUSlO{Lv)Q!vR+#zZ>_6YNBcw-YeVjz^Cjhi==0F54Z} zdThJ!k@XlKT95F7^$_n{5AdFKAMaZC@Q!sCZ(DcpmUSC%TDS0qbrY{!H}GHUI$pE> z#jDmeykcF&f2=F`xAhNRw*JPytjl=G`U~@{OBl5B@J}meNBE(A6hE*(#P{tF@QD3B9=4C*A^R}CXCK0Y_Intx58?qkfbZG|@E!YI zeA|8p-?HDvH|@9Z4f{=e-F^f2+ppt3dq3{A_u*^yUVPPl4PUWe#Xa^bxZB=?FWb9u zm;EyCw0Gf4_D+1!ehFW&Ukqz~Z~cJZS@dIlYtfH&+M*xpltn+*Hx~U^Ut9EJowVr3 z`pTjo>r0D%tS>D3u|Bux$2wurkM)^FKh~!f{aBw^^kaQ&(T{c9q95y+ML*U@7X4U9 zE&8!OwCKnBz@i`PeT#mqBNqKwhb{WC4q5bLy=T#nbs^a}tamK> zvEH`m$9l`6AL~tveylev`mtWO=*QY`(T}yyq91FoML*VS7X4VSTJ&SRV$qMa$D$u= zw?#kJ%NG4uyDa*#c3Sjfy=2jk^`b>T)(cjopC|8^oz3(4f8hPH;rsuq?q05}OIfG0 z4rlGkTA4LDt6%8;Up32@m6Q1}GnjcQ^Kj;_%$1pwGy7$>$gG@MCNneRPR6eppJ%+C zu{~p9#^{Xh8BH=OWRwcM1K>{j#q=-I-$~z*z9@Z6diV53>2`Xt^rWa?upxC;>d@5oskKt&)ch%rQ}R+yr5sAxnX)2f zQcB;H<|$QDd?`7}50it*r;-mP?@V5iJSn+va`Vu;07@rkB;8KBkaQyHt)y*93z9}9 zbxmrJWG9tKN=>|(cs}t&;#-N^5*H+nO6;20Akj>GDlsA9O6Yw6M-yI6SeGy(VQ@mb zgjxw|Lg9q?_$%>0#UG2`7r!xncKopT4)L|)mG}ao*M^tkPRAXN+ZDGmZgO1zxR!BM z;(T#}=aDDRbJ}ynv)i-AGu<=D)5cTX_i>pLMYbPoxqhohD`Wv&n&^08S zz86iiUDt%X&@m*O9*m~>-1UXL&@CjK2BK+}d$N!hI)#MO1JN|o-CoEGokGItyU{cw z{HF+=Lc-}g(KOxtsgM^sg@n_$qiLGk6!Jo+kZ}4|G);A<3wfbaNH~2nnx?qE%E=3z zLQ1&Z&KuD*`PrPj&?O`sz8(#e%I4&SE+OG?e>6ezO$GN#Aun|J2&XSb(;Uw*Aun|I2&XSZ(`?TPAun|H2&d0S(|qnXg}l(! zBb+`LO+$anF64!d9^rIHG|hDVF64!d9^rI*G|g~r7V<(zk8rvznx?yRguKwvBb;uH zrfIIzLSE?T5l**6)6~#gQ1U`Yk8rvyRSO_M!u2zjBSM>yRWO_SUM za`Hk~kMMuU4be1lYEEA0>JbjtN5cduCogpL2#4#UVSGwXUg+i#4%bG*xH36;p_4~A zToVmFLUvy0;t_rdR!76M?7YyqBm5Msie{y9@v1|x^jfmrO{OIL zr3iVU8%H=@98I(1;)J}=i6fjYil+J8{e-;Gg(I9UjHX%cGD2SHz!6RtMAJ;yF(EH> z-w3DkqiKfgk&qXw4kO%q+~bMitLj_`l<>CrU7pOY6l zaD>BY(J($aCm6bKgu|)PFfJh{7`kqR!zt0wlaw6{-8RBc!Q^OII6D|RY=obJNztsf z5DZ;4!v97SLs`YhQ{b8<1VcxSa5^EH7H~f;1VcxSa5_Gk<`2C?B^Wwtgwt`+)axE5 z1VcxSa5^@c3Z8f&7&>Z%(=pLB#}oQ$p_@iH9UV=x-6Mry=%x`)M@7?ouJb}Lbkhi@ zBco}S>q8+JI%$N{5z#c$wOa^=E*jzV*=QPi`-Tt<9W=t}@Ms!(_l6J*9W=t}uxOg* zdPfL`4jSQfXfzGIu}27o4jSQfNHk4xi$XAT&TQf&(I9|7aMWm=o+D3HwFExcHo4zew0O8hVnmgMC9` z=sD;U4fACO`-HO4bI?1Q|heYV7foq2l>=j9SM$-bW8$z&WB<&GR z^She~!5)#cdo=aB_Xxr6k+fSh6+ESdV7ExxHJavx-jfvU8cDlE)9g5p5bP33J4e%e z?kPgBb0qB)O|!!PW}PBw$7q@v8YjVyk+efJ&2XI+f*m4h`)HaT`Y91?A4%Iq(=^wY zLa<#VZ5vHfUE73U+eq3bnx?pG3c)s!v~@I1_N)w<4dat?g3Tl0Gtn?EE+_a*By1K9!#@w2g~HHt&@>u`ejYRp zWufPwNi+*R2Tj5s>~R{0GT!jXHV8J3q>Z9!0e4X$*eH@VjHdbB4TWICNZKHpdfmr` zV1r0nKbi`j)u(`g zJCfFlrkSB%?ZN*BZOv$!;R<~({x@iAMAP)}XZUZ>R*$A>uD6BYe}lGKG);8{gy4UJ zwrVs@ad#1d{|(wI(KOk!NeKQoXe&q4B=a|0IMFaII~bm_q36JkW^zvOza?vh zGT!`Y73?eoS+X7{^b_L0uz)L60aMoF7|}Gp>zoiYA{FS-)ax!M1R1j)M~kL{yP^*U|Gu)wHEdOm zrK4%GYfes(P3v|_MbjibC&;9AJ0+uG=!HU%MeBB+j)n;-IY9=k+bIzZRrA5C-I z-GyLy(1sfKM$>HfXHV|`PwxLu?*ISW{Xchj?z7>)&&wT_I~<4R4#Oe2Lve8K5FC^{ z7zgGK!U4Ghv48FW?3ddg`{wq;KDm9dcWxi-mD?M8=JvuKxjnIaZV&91+a0^+cEc{Y zU9od+7wnYV89U~7!Vb9|v3+g_Y?s>}+vc{zHo0xFb#5DMmD?Iy=C;BXxh=7IZVP-S zw>dV;eFmH6Hp3>lO|fxq6Ks^*7#rp`!Unkwv3_m?te0CK>*m(OI=OYRc5WT4m0KHY z=GMX*xiztRZVjxKTOCt!Q!zO=1(R}&^}Q*SU_@oPY7E za}BRJSMeX`3jXc#ju)NZ@K@&| zUT}WJ^Uei4=bXo1oO5{A`2~M=&f*#8XZ*=IgFiYy;SbJ__`Snj#`(_SF5`UbaF=mT zJKSZQQx10-=NpH+jPtd_UB)@-aF=nua!&GjzI49AFPty&bLR^@;e3vtIVbQ_=QI4o z`4m5PKEdP8$9T*+jvqP4@Tl_E9quyDK8L%E zv)9?j*L%&`i?2Gb;VaIoxW{<~cRPFVWoI|;a$d%r&Mth(*@-VYFX0Q$i}<|r0zT(F zk2{>_aJ#buw>jH!tFsNaI9qYEvjsOfn{lJF2{$+!alNwv*E#EPt+Ni-IBRjWvj$f= zt8t~X3RgHQak;YsmpRLEsk021I7@M{vji78i*cc|2p2dDalW$v=Q;Cnt}_qkICF8f zGY4lmvvH;~3uibpak?`Dr#aJcsxu9zI8$-5GX*C(lX0Rm2`4xcalA7D$2sG1tTPVB zIAd|NGX_UFqj97&3P(62@mXgC4tJi#Va{+I>I}mn&QKie48cLpU>xWS!U4`e?C%V~ zeolYv>-57uPG9Wp^ubwF~dyl0yBaE zGhzTSfEg2@q9CGR#*AqiGiETN7`p9IF{4iRV9wd;W?DU_V?Iakv!7ji_wRStd;h-w zT-RCadDrKi9%g3O)O?@bp^n5l%{v0?RBsyA!@a3k5AzPkdZ>38)F}>g|Sg7jIXrJA1oe9p~+gb*wiI>rUQS ztYf^Luh;oD-}ns0-3G~XKQC_Wmi&qrb9+{fy1j zSUY(a){(pu>j*v)>sEXO)-Cx~ShwI?V%?l?fps&!Io3`2W>`1jn_?Z#H^Exq!?EUh z0qe#*k98xyG1g&xBditS7o zuZwjsUkB?TJ{W5|AB44yw`0xnHmrkx}0Loa2IQuXRxMt8f%iLuqJpCtHTpm zvkTFkGHLd9 z@$ou693O9_hvVao@Nj&*tvnnbZ%Yry$J@fg@$okIaD2SYJRBcyQxC_-+r-21@rHXi zK3>7Y@$vE=j*qvohvVaIu!#o@xZ$l5q#~bS5_;^D+93O83568z_-^20oIy@X7 zFX!R-cj*qvFhvVZ7_HcZ>K^~5e*Y4r?cx@hzkC*jud_3mi_;}RA@$p;_ z$H&WfI6hw5!}0M_9*&Qf^l*Hup8t^L2hURKQiKSYje z&HrBu`~Oc!AC%rHy?J_2+Dv_ydN1`{>i$%B>fF?csRL6xrZ!2jHOw=;k@oV?ksgKbIx#% zboOz!b~bX-@jv7J@ip;E{Ot8#npL*$w63t`SVvfUTHM;evSUBvIRKBwZiy{|6#!FXd&d0O&{!h+TlC9l zZ}f@i(&%N;)1y@nwN1x!pv2*W{t;L zSRMXio;Ei21eiQEfX1_l(8}rDdFxAi1YC zii-fJBuK7DV<_a7aYn+eHv}!Ay$?%61nACEpj6(%NdE>GOaN( zik5Lkg5>ViDlP$>kRZ8xG)C5?Wt@*7xw|#O9B~<^BS`KpjW9P@#@PsxyHleH*MOLe zfNS6mjh0&$a}jV2+^#K6%W^6rw-ihs1~aIWmgQ7L?lz6>ThOwcipbrnv28Lf%c+Rm zEgG}4Sy@a)z*yg`k%>FDn2P|tNh>wVtSl!ZayM#qiNVTpG9q__)(km>mE~kaZi&`3 z>11U&8Idb$O~H(9Sx!dey0s?BHmocsBXZYkO^_+9EGHv!*J*XcXUNL0_gbxS5@ls3 z^%||VaUU&Hp(J;;R%;3^yAl^`jKS?aBk?MY(F`r8C0?m90^25260guGE`X%O%Qc2< zT24s3OrzQ1mK{L204~*dnp=*8!3A)MwmoUtmM>le7MuukAT3)GFV@&Tk(Of;FVfg{ z1}jGenz;)#W{ta9IU@A}txVh*!cx!IN?}&E9FlsTR+sF<%BIwFwPwh^tW2aX)S8Ax zf@MSM0<9^SMJ_FndXCm4If|9ek$Se)1ewiBXG@*0)q$msrTJ3N(i%6uVx_aB&eLie zSJ2Wtp(J;vR_g#-I#c3Yjj;`BX|BXM8l!_~X^zA*G)7EXIz!^=8ezFm>2!&+HHH9Z zOFT`Zxq(|c4G^w?Q#J13mQDqOE8rAu9xa_BUpxyeIQ8XVTAC$srpETuXlbUz85-Np zVx<`Z&D_ZvvoL>NI$7#TS{eKmE}bOxM6HyZ!Ad7eJwdArleeW4q#my|LpEe3%&ul` zx>m6^poHPo%pIpSWxUEtL3%w_YZBHKm4ftojMfCKFDnJ<^=Pe*aR(~}>GdeBapNLZ z3exM5T5VWmQVP=R5n3&B87l?pb(+?g@e3_sdL_B3TBBoW3BxPN9j-9~7Y1fmk~>Tz zEDNUn!yG~;ebBv-fwrf78ClE|%a4IHd(Gg`vbN^+CIg4125vJ!?? zGdD?NJDhD*!qjT!4$|6YEM_H)t!C~(ty$v@R>ItB<_^%xjQ_9_23Iq;zg9{fVI`4V z;X0bA)g?c%lE|*0`)SP(hm|nBnz;#D(_*wRzM8pxwWf?EthBHE4EtzJ8p~N}AE|q5 zg)Bfzm|sb5FRjj8TEh5Ba(ilw&tRoJg(Or#sV}Jss|B;Mnn>;S9i6;*Z2{ieDI?89z8a zF1|&4P@LG`*zefS+V|T<`#k$(d$K*w-ohSa6YCr69qU&MUhJ6IgxI#RjbrKPAJMO()##Ja+y4*U|4osLBd10Vi;RcvzatV0 z{}}!V*8e{oz9D>m_~h`U@J`{)!fl~{LIZFT;M1XdVg3I(q2ogbgmw&V8fps}W)s%` zKVvR4uQBJF$C?w&ZOo0#6#1QeNqWf>WGT4}ez5=Jf3zuX)waoD>0_r{G;G{To8nGw znH*L=D(qoRd86jA@Uc@ZEM3Ez@J;bWlfB+HueM$KX2W1wx&1~lc3n#0P+K(nwC zyD4wf9F{%?%E(04ls9S)YaaupJ0c4;_xcxNoMs0Ff02ydPd|td$n;aHE2I|26gC^dp zO%4kn1C7HUfF|CnO%4kn1GUM1tcf>klfweYKrQ1=+7x$dLO3jd3^cYEZHn79Agq53 zFxp9*@_x->`D1{Q6m8=Dns8YC7+~0;O}t$b4vQZH3~ff6c(*1T);W`ic)sZ9=R9|LvG3Txu6+T^hM zG0+UWr_hx5Y7Xlk15J~0tSRr+9M(Sunu5(KO?j{8u>LVn(Kj^lUTtz%{}^b3Y{r^+ zvo<-be+<-tEfY<=Tbmr#KL#2%;F7`HwaH=qW1u!Uku~vtZE{%u7^r35#hT)VO-v5! z9|Mg+L)jF!Y*1ML7--bEj5g&>o5T9YKqDK|ro3r$SpFCw1ji=cvD8>cjZ|3o7-+lE zWX-Lm!n(&m+en%7==(R9FBRXx#XeHMfuo3m^lv$z;~tTq-Pp4Ae3|V9m{>!UD)Z#X9rm zrcz-6WS~*waoXHODB-XGGEmrc(i|=k);|Ua!J%1@2+JP>gz(tRON7;r0h(=Yb7Mfb z4q)+PfE{jgBQUrQVCiFEhqC4{@nVz1!pF{FT`8==ZEh$PRz3#W4(|mvhf0N|kAb$4 zD_C=gR9O2MXx1FXnj1)k#gBn9^C{L`Un;DA43vh>V$BYzu>3JlHw4#WPAaT_3^YT& zX3h1a!UD)Z(`0+rTvsYAfD9B)_+rg*D6WIF#FR#HKS)VTYBUpWGYJUSK|*8BZ6?6rI&id&WlcxC*yM3AwXk#*YsRJ8 zTH9d>Y15W!X>B9(Sksak)0#CM){IGwYGvkJ){IJxXr-Z(Su-Lvtkn%2!c6xy6Lyo%kouigYQhkRObh?ow_4rM zzHC5*TF`H_X2iZxnQFbJ)-?Ru4#-sN4QNflAFKhHYQ42ulg1BhK&D!+p)~=aVL+x@ zuddY*8_r~^_4>8KVSj8urdsc7tu{HB4aijMeWlfcKW+mu)p}oQjghE^Ne3{}67Lg@CJebqv~U@GtZ_YeK;&7t z3_jAf6&;Xi*830)`^nBhXR!fHv!?ff#&$@Q0~lvb?|rRp;@ihOYkKc#&B8rm00XV* zy{na(aW;U7*7V-dN=?{zC?YKk_}f}tb8|KzLM`Z9S~KQsHXu{2_omjgIg1U*RO`K= zHDyj`1N+I(utsargiBneTCY!Qg8a?~WUBRQS{<>cQl?t3sx?mFrz2CX*Q?crvmFOy zs`XyiY8f}s0Zg^TdrfOBPX{p667N-wQAP(a(-LpB#t8g|j~Cwp@m|p=_9bJYCEm*# zp;;KfKuf%rG@A41fXK73-QY!y#(D05h_i4NyrA(EHXy^S_dJ-~aX!eno(;$_>piEn z-FQs&{|}SX<@x{5r5{Ka)90m6PESscOK+K8Cml|GpZYNMa%yGjw$x>*IjN&k`@%Z_ z`IMXd53B%qGx>CK89W2voaFJz1Cl!?H%+!BN#eW2hly7bD-*ZD831zeVI{DF8eeqQ{f_(Ab8@lE4d`)_-# z{ifYx-(xSf=h;Ww``BCC8`&xA53ApL!|H)k0IvBT-vzimc3JFnSOc&-oC44hi$#Bo zeiD5(`WT!7aOwYH4Z!)4lOvPh6oAblZQ*~y1L1eV&xIcd7sKbly8!?5DFDZYCWN*L zZ4^qGznfp0RkLi~WnN{@Gmn9H0k$jmNjJL=z_=*C^hG>hKw9t5IF*ML*rOO zMvg9s9D!!Yx2z!}M;AnnK-1(1){v2-3nE9LDRK&HVB|2nAaVqngr=*3nZxXY%n@h; zZgdR{9cCAVjzAsQjNHJ~VRk|42vnTa&=9eMm|YM%0=3DltRaF2CC0@}dnLAoG%1Q^+nHZXaRE=V2$!doZ}3?8Hlf=7Tb>DIv9 zLAoG!1PFf`8zOetqzht4fZMta5jrf=1)(FbsjML*M;Am6d1N+j!D`6J(FKts(0161 z-jI=_3nE9LZE#FMLq?7+h#Y}tO_Mcb4NMLXk>HR!017`AbJECj?e}s57Gt6BfwCc zHZXXQE(jh0nzq{zxdW~P$Q=Q;xebvz;5vZR5!h(fkeQldI|9Y)0CR`g1-T`-oq=m84RBT&n{ zgEeIM=z{POXbj!}ZpiS_1>qyms8Obkoy2D#U8}T4Hld9%5}(xw({GI(B|f7Ord}F5 zNPJo&tj20=4+z&mkH(bS*bWS?gNin|+_sf3ehMr&z2!L8*hZk)Ro2)JZ}>H~mLFQu z+BStYMoWBBWA*^n7$sl-ghnRro4(Y?wbD=*YjCNLX>~)>S;LdMQfr2+WQ{JVk7`X5 zn>9M6KB6@RZ7AuX^oi{YiufYxz?yrp^Z(1lCEW1;cc|WaEbS7gtt!`1&Q}) zgrzu*yu`aTLfhQf7!WRkyELZV#ztUp5!|V57upyWF*{(q?-(UlWy0Tt^J!y4iMK0k zH$JD0p%RxWY$JQp#t@0ODa?{*X=4M4w<=`j9NJi4;w=hkXgY0lNW5908`_UHauRP+ zm?5{&#(ENORG21%X=7c9HzV~?{-KS*5{n8G1n#1PBz7x=6I*DbUE=i$ zYG#k2WB$if?0)vNofSHXyGGyjWqDbkGLmRe={NWX7Mg0eMy6 zg$k+hU)q4YD)0h@E=kb_1Xh9PE6k8#v;l!t;CTwu1b!hPuL?X@VTz2V4T!4(7b;8= zxPTz73S6KtLFUprgjIp(D0Ik$v<_KS;Moe}WJg+us48&2LL08CIwVzrXDPIx^{his z6+gLo3S*vIhnOntOl8qFw+B`Jq zGj#~3VytH?oA1_V16gL*X^M<%X&rK@_?k~0wH0){_;>y~T8CIF@DzpZ#>cb{u~gtJ zg>A;Gv<|UU;7o;ClBIQsr2=OtWMl(chgd4`WQCNp(K^IZfhQ?+$sk&XTq^KHg&C5k zbqJ;cPf!Re>}VZwslekErie%D5K9G4SD1tYvFeaY1scnvH!-_ z#@>oO6I&j;K6Y;GeT=@hA#}y3?CdG7v3T~2%Zc0P3WD_v!UgoYhg9O388~R zJB2n64T9|)-h3 z0@27p`>`SnFvJgMt;Tla8dii67TVC-2D5ub7-FGyty#!=MHpkD{aP7x^+nltIA3d} zaBy2u_8rbwT3r%iMcH>aUuqSr!Hcr*aK6x*hIPC}*>^afYfZtyghknRIG<@v8qcw! z>^q!KwI+-&SyA>K&L>(O;|f-keTVb0*0^yaE6TpZ`ADk`>&c6YHW#8evt1)cSqU<}IcQiu&D2l!V2J&rd)S&fknT9iG9^NdDu4alCu zd0HcE3n_}81HS$qjnIe`MbiP-Kt*HPEsCZCu7RhtQMU*^2mFb1%3SRX+TJZf$04kw ztbH~uLc;;KZ|6y6ZN|;C2n~n8ClqFl?`aYG4S|mJkw3gXtbA!S(IhGb>Tj4BGm?AT1 zQMMIMQDKr?M2oVmaJm&H$T_qq+Y0A;g$_A@7G+!ET&FN@{F@eKTj5-*5T4BD7O|}$ z&NT|HgWRI*Dx9m8#b5+wSK%yH7LB?^*;P1KDT~0brtB)5E0u-emYtHLdWEvk25wPw z6)@75D>Jvv6h&JBBYl~&F`1%hD`2EARdlpljLTPE!e#gzIcSbsw52Ul);^aOEn%i} zu`<}`MT;?s7b%3jezX{sc%ec@99oo3g>!*IN`}&+Y$}}d6}sd|T9i$NbDqKs#KfX( zDx7l_rpY{7lud=RP+>}-Y$}`u3X|k9+AW(3=NyFzayspnO@(u|LWdkeyJb`1%vTtP zmZn=a70y`-ZR10?TQ(KWJcZV2ZntbIoHLchhP&Oesc_~hizeM}*;F`lltp50w`?k$ zGn9oRZntbIoYR$ssM{@?3K;6y%3yA#TXYpL)Tb%iCetmN3K;5B6&>VuV@pAtQ@GmA zGnaPDj>4IxtR3b{x@AY<%v9J0n;*MnN8!v+n1z)D-81A^pRAC<;^l7HQ8*_lq~u-N zEjtS5M1`)o3GJ30g>!)L(UYRa+<>EM7JAKrm(5XBAHA#WXuj?JBKR^yWJ2l#fKfHC}g|c5HE!t zs?3C!Lbw!TeTcFlnQlmyVyveq8tryNtQ4<2m~Rzq+&PVQL#PyA@nmJ~#@)0VLZ!e- z3fm0$eSuIZ@F0a*V$yC1l>!e`$jI@u8$zYP0~AuzqTLWG1@5oVHQQ)6q)LGk6=q11 zc0;TbxSzr_^uyf{D+Nwam@;mp-H<8;?yE3qtfJizDh2MNFk!q%yZ4c}w?fCbj&?(& z6d$>l!Z_^X>xM)ra8HG{QKH=tCwH$+KcyDAIAZ#x7@VY?^`!4&{GQrOPQ;O(Mrh>>En$0>_vx*?5M2G=%(F}9tG~8Fl#(ZyCFRa++HCg!)Z69 zM}gZZq~vni4e3$fwhCPWqXqF%;5G^~#tXC?^P}l(tuSqz>vjhLaFMeH(>tU$O}E4P|8G<8r(Q@slv-+_C|9wu`xzoAA znd2Pc?B$GdhW-Ec|Nrluf5U#muE5;?)%JY*ID4YKqrJI3*bZAiSRY%ft(DfT)+N?# zYpS&eoB%Mya$>*2GXQ#F55OI`y_tB4{FGnAV-W3E>%zWK^!o1zQ+?-<`Y3^-~HiyAp zfIp!7e*;beSWddh`DCWy_Q}hqu&PVmKswEErcYcxHYq%-ESl*P7mq~>&nR-;KD=~D z;pr}UF?J4G*X_eAhZK60weR5e;e|sA6=iMvx_x-vkit{SvXg0_yle_(Wz4vM_Tgn? z7D@^!{Ob0}>!$FeLYKs7pKLq|Pbkcg&1j!&JPMC1Op|?RpKLq|k10%%y=b3oJPIon zCdo;(Pc|NfM-?W>ZnRG}9)(8~I>exTvhgUaP#8B>xqaApkix?X?K9jy>^n%|A!XKB zw@Ea_p0BN8tfw(TLlJZ3ijbuMCo7A9fw2aG$bp%I(9ZgA|r43&F_9o};i# znK>cTCwdMT=X;gymFW{L2aNMQipINrvg0V+-6eO0bq+d#_F>0i7Vc8kZd^qBM9V?U z!kr4+;C|jGnhwA_6lRU(Y_%PZ&T<(L(sQ@#9I|+ z$Xm2;eTlayOp~i#2XdD;(pqx)SZykwC z6vmBZZr@;mq)=37AMW;H<3S4D%B&G?ANC!jaJ{lv#_hwlgA}e)7LB=m*maP?waOx< z+b5fj!ZpfZI-*ZD9fhlvh1%Rc*>n^ZD>L(%KGAf*P+z5N^Gu)UIbf)-RMhVF$(EyV z1+3VV?@+^qC|i!g<;vRkbo)fh0pIOq%G!=``$W$HcB!)L(X=ETw(2?I>KV&@~pieb{!8!bJ)*oo*j?9i(ufvNZfc%ci4nfwGiQrG2vLD4ee_ zX?#liWYbYNPhrAn(mvUA6wX!X7|+u_BEB87uux%K+>H#03l!S${!MLx#B&r{=Ek&k zj>NMS#z@qyoh^_Q<|~AGr`mjJXDN#ec57!zo2Lv0x;9VRnabeYhuWFa<|;Fznc7@1 z80b05vYDFbIAEa9P_(66lMP4V^scRfB?kw(HQ8_!W-Dtyht@>H0Y8P)l(iWz(VA#E z08dqzHU6eGY&y)sDGC`GPiwO4D9lnw%_ObKuA?whp=(a2HQ99(W+;RQw9}gGItnK% zOdFrkn(R6XCn-!BZ_%3UItnK$ObV1;N8tp837A@`$*!Ytyg~<#NUq7QqcB}z9FB6X z$*!YtoI;zdPiwO4C>*QMGAGiS>^cg^D2$O2ZcTO_g`*WlPj+kAb&$eQ$|BUQVbehh zM=FDUu!cPcDIB3p4E7P?r%npfl!?Kf1_pyYRaqian+gPjeYhfr)(*!v0}F@2?{x4$ zkfF48n8ZUhwvVELjhM z@n2Sh)HRwGAPSlv# zmDZs55V)U4Cr)e7dkCDMF%Ag5hroR`+Id=o-b3I%8m-x^2EB*)>i58V zy|hNB(;74%0{7Gi@8s5?`4G5=Mp$TFgXTlv?i$UoTZ85U-n1=@*9i9!Xg=Ug+rnUl!p)r3AX*9?t<^TxvKnMd zp`)}~=2ol*;ZmrtHAZ%!HAt7@$IG=wkD)b4mjXSFkv3X`bSbb)BfN88gLElSER2^! z2AeKwkS+y^RFx8bnN?n`&inI7baarqE5aQZvnJ5Hp1i*Xo)s zt3l8dTF{yy>$4hUO`&KsRF5IF@7)fk`7Y7jZa>xXExjXJAA<`lYtRtpX!szK-!y1v#JEP1Ix>J*>0 zLu(XnSdcme<}^k!ZVgiB2E;C`r!h=x5IV&NuB%Pl1|W0_Tt}n04M6A=SHNJ6a0Ni- z6j#6?ZE$0O%qd>n4i;?397AgmIt8|AY~PL6Aax4NYHZt|)*yBYWE!)RSq*Zh_|BvA~%??`JOcmm)?Rx0*;>`UnWpNK7uT^gGmJ3KZ%))~viqR}6sA4Xq{J{-O2|I_=g zAGIPsMLv$a99a>$5zqgd64@C#e;D5Ix8Zkj?f(*Z0^rQ>6gdBHM0mY$H1uQWnL7ldYnCWpqtoPRr<0Pv0ZF3kBq0O$W*V9qqBn7f!G%=OGD`H_4~UM4HZjpPFO z;p+cb4HCZ?gQOmV6s)1ELFN~l(3&K>uo|R(p^nxBJX@~@xnF2ps{;q*)FAl_wYA3K z4b~b&e{p$PTJ1@+2GL(&Ory0etwHn`7}XeSr!~m_0wWru@aqEMUtm~cBtmNt{so3K z!X~#`NTR7R1b1c#|KcNwMsriQ2H{`)wiy~nxitgKBKd!`?MkZ<{o%#=zrlh{uZPeo zM1O(*)d=S%RU!Hd{Ex=A18EhqzrepVW{+o82>iY&|bB&|X}Aim)rwA%A%75V{z-)poEqgCh!1pZ57 zY!IzNKOpcsjnO2nLO&qzTaA$rtwKK_@EeWr_qGcCfWW54P>fcg9}qa8(agJ5=m%i@ z^J_J3=~kf~5aZv_wmq#vHy~bI2Mad49z?6q4G8Sl2&bh~p&JlCkFPbtTnnp0KOpog ztyws#vU-%%FSRl_AEOFAf%w=jv{E=rqY7Pt(9gAsqtmL>q<*F~0~6F$Xbr>{_NmtN z;j}87gZw8NQyZ`|At0bEKwB=0$c)XG*Y)J`UAKG`m}9HtFk@F*TA5^7OVOW zWL4Q7(707)qmX}5YZ5jq zS7oD+e?e;k9^Y3TC;zqQwTj1TRb``)e@<)MxQKOSMp4Do>X0xhn z6!On#jS;x-VxvIvPiu|BeHZ%#lJC(N8RAy4O|bJ7jbU2FCV}Li(gwM^iai3!mo>r` zj;d%8;36n#OuN<5U~myUsclnQ#rA;Yp8$jZiHl$dR>khX%s;NN9nKZ4VtZibAJf_f z=Ok3IKQQwvwPs;GTooGxGykYo25X+G*ddttN3_DbDy%A61Q_lWT1D`#iY5W{VXYam zDXU_eVCEmvnihW`uum}a4{8-_=c=+%$UmS}bYE53DCF z{0&;gQL0tZCBSem(dv>FtO`L=Xi;khj;gC-r(ov0wWi^H*s5$5^4Duk&1Y3?70mo~ z8k6uW(JJ-|X8u~O2{^u}ip>JaU!&E5KZ)2Yko?se<8YIdtwMgWMqAv9WUG+BN~=ZI zu&Qho@>gn&!RqBIhF6lmLTeQMEzGVYf4Rm;npQEolKf>F#T9_bmEYUa<=O2zFGbE}y@SF3nettx^m4D~{-8Q5x5710%Rfz~vvpzX!* zYUa<;nt~0dy_jCj{MlN?Stq?1U(Nh{tqC|Dp%?S3nLkUbW2|AlL4cj7HEvu*dojS0 z{Fz$q8MGJkE6LB*Xw9X)7+*<#j>g#Lv=`GW$)BMy8mGM&UP=CRjj*S^7qctL&(;V> z+w@{|CHd1dnpwA3Bv%;fQ#GdDUXfd2s87+h3GEG1>#R=wK;>byH%P5BHNyL+y+LZ7 zp|Ncv+8d*!+J5bn)wqoQiy}S7+cN!30hs_7S@Zo)yyBSH3OT7 zdqr@Ck)EzK4Od04h_0Z=X-&a-nY|cZ&HS-ilO)1=F}<4kW3(oWe^_r2Uys)6Kts?Q z#Mh&=#$ic8FUD7rKT@lG812RMO7cf&v_{ij46h_VO=B!2`u}C*U@`yyPI^`PzVvl) z{{Qs!#Pqi5jnc`~Z>cX*ucsb|-T#-QPE8$>+Bvm_p8bC|d0+B6*!w>nPygFEnM(YY z_#*Kd?EJquabaRcViNTJn{swmZKO0^azB+tX_?Ym%;jLk|KNyHxq z9WknoY~O+PKy(r6x3q06>w)Ydl(#gyGwXruBGhXso0si@>@t*?>vy%38dqm~AiN0f zY_V(HneBn}B6wtrGsc729*8f3N3=L?^ksV>zX--H3G!=(1!3792rz=TY<)DW>CN^) zf)Tt$ixb9D)&mhneA%0~*qP0GAi@aUtfle2vON%C#HZM_rM7Wzwg)nd;7wX=k#X4` z2r+_(w>SomrSE|hBR+MZ#nD|@52P5O`Ibgp)&nU<=*BG#M_3QU7@-@rG!$YzkYj`n zYpEHfJrHDu!rat`EwyM51eu{0S$}8?Gpq-KjClPJf#L=?a^#=_>wzdEbc2?*Phvd~ zW`x2(sgG@&!g?Uh2<>QTb^+^wI3qOIQZ_T&193+DaMo)nHLlC{K%No2Zi`(wExHE+ zjrbhvv^WD-Cj=UygIk*3ko7>I5jv=)sbQ=K0*%o2mL}I_JrHPwwzV|T#(E&p2+g+C z8NzxX(FkQNjeFT1NHpRLrY*IN>$5$OX#~41wjdezK&la+Bh%v8nXCs=jnH&UqhnYP zq#B{AmPRP+fm9 z_>UG_1U?#~j^N*095a4p6$m@<-E{oc;^9&n-1Wv;v6-E{u+!TAH90h&*s%bo|&tmsKG1h}ZuhFxUu`V-*NJLcecm z`*2o))Fbp?Ep0oVRUq~V{jR0iQ?eDvJ>tjkZA+PPOSS^ZNANc-7Jox35PbwUTkIOI zXDg6>1P`=0Lprk+2tR_?wm40uW-E|>1UFioA}3}m5Pt;MTbv~D1w#H2+~48^8Ii3( z022IliygRqR3HHf{;I`sqd!}L2qgH+7Td<9tO6lO{7AlNv9%McKnfE2c}ru1SY?{j z&srL_S!Jr!Pg@#+!9HB-CoK&pSmiLOAGb8LF{>OZ^`n-WqiN+3P`EHYZ0P~CG6fJW zj1O9P7^@sCU;jSf$l$?2pp&J(*HU=XvocBQyDe=yDO)*6sM+yOOS2FRDhEn_yT#0S zB3n5?@>?yY#+qzpf5~sQ*frK>D-$KZ(PEfx&Q|u5yr#uza!$4~L2_SrhtN zUFzzV#x`M<@ls!DX%t3#H>oeTG-9&Ku2NrWY1m?wU8KI)(omXJc9!}=OU*55WgIA6 z8PB(L7_E#2ge&8@7IIeENxpuSK%9{tIcQr}86)-CmbM?kDmzMjrloB&vy~l$njKHK zGz)(|9%^Z%omDU_ zla2>lD*l?ttlaTHOG9uOZ7zOFq~rdUnsHhYSs5;k`&tSpk}_Nx%UifUt6)wh9m@pb z!i157wqX?+lRNHhY5M`JB4cvLJuPjUovmO@HaqTaY1UYttzb?zJML;RGd{>xFesZH zcea?4u53jlWw^fXXt7JK%2q^H2EM(;V#2H<({jhs7N=*kicHHLx3x4igH>c&?zpw3 z$@#1z({jfxElr%sDl#p1+}u(Jej_j~la8BO8s9Hlkzu*x#+KT~%h?KsWwYak7F*<~ zYz5P@*|DU>F*uXIBI9yLvBl9nSw+U>j_#IJ}y&}CVy%f#^Se#yzUYMSno(1m`Xx>wRkt>|9u7m8=!kGFZW|1kNs4WG%GjTC?CCjcL|o zYl1c28e@&NMp(mPPs3mCPJq1;W1^#@Bj99&A<@CnOw@`Rk>4XfMAk+=kGvmQ z6ImTu1v@5IM3zOCMwY<7iA9lxk-3psk?E0X@P5h!c#^`H$Y?k}VR&Q+tf$CCtcVf* zJ^Vv>ZTR!>`-#=CGo+MQkyw^knpgs-Lo7-xOw3KpN=%0*MNCdiNQ{Sfj7BF$z-bXf z5`z<&gq1Ly-<=ba);o;#S;lbfd z*a{n=-$Ory*1|hJ?}yfeR)r-4u&(xB#rlfB8tcpcD_CFhU&i{P{}R?0{1>r4@4tZcIsbXAtNiD%KI^Z- z`i%c9)~Eevu=e;*W3Bi-SfBDMSj+xXSWA8x>yv&7>l6NySRePF!1|c~IM$W^V^|;c zS7Lp{e-!Hq{}HSY`zx?MwW(HSeN_vVO{1g$9k{74C_7q zy;$$|@4c`U{kyQv^k-q6;m^c+vOfdsN&d-LPxMd1dV+r<*5myXuuk`n$9kMU z9qY0FaafP>kHvble+<^6{G+iR=^usl2>(c|)BGc_PW7i@J=~v)^)UZ%tcUuCVLik@ z6zdfK5UdCLQ?O3<55_vlpN#b&e-hRM{e!R`;2(%}fByii6aD?M?&nX$I>Fx$>%RU3 zto!);V%^){2kTz`-dOka_rkh|zbDq+{XMXb_jkv-n?D}wuKsRVcky?{y0gCv)^YyM zSjYO~u=KdB~ zH}f~gx~abz)=m6Pu@3h)!CLT#W6k>otQ-4ztQ+|oV;$yigmpt7pUdnI_3^pP{tzFZ z%j|F955fQc`aV9F+3)c2xy*jf$LBKp>-qRxW`A8DpUdp8>A%U7upj_%7D8pTU~)(^!*!3TwhoVs-ok*0}Frwf#6& z%eS${d<$#Tk714YQLJGRw`C;l_mANfyMf8al2{ht4T z^KvDb|nqCs;q?A7lNHe}we|{vp=)`3G3v55hHU2u*SNUsL zSMyh~zQR{yeVM<4^(Fo?)))CpSYO~TVtt;!fb}{4Jl0kGIjqm}Ral?l&tiR=KZCW0 zKaI7*d$2ymD_G0?DXb-4#`+{LVSR!>iS=>*1lGs+<5*Yn$FM%iS7LpHKZm-G9uF5}Cw-piL^y@%h6^=^I-*1P!KqWX9E zcVfNWzXR)1|8}gm`Af0h>feU-7XMbPH~Y6>y~)2B>y7?RSa0xe#Ja@40c+7;g0#$zqUyJo>{~D}|{j0HFjHlv)^q#? zSkLy)!8+eR8|zvAe5~{Qv#_4&&%-*`KNIU5e=gQD{5e=p_s_sO+dm!aY5r`ir~0R1 zJ;gs2>n#5iQTd(xF06NO93Or=$MNAyIgSs%jpO+6TRDyozlG!Y@S8b~55I}y`0yJ! zjt{?q{2uKKyEqmvbB+ei_H{;g@n8AASkP@!^X&jt{?>TAI6nLwj^o46<~TllKF9IlXK@@KK9A%0@H07%51-3%eE1xW zr_4s z>*0JV*2DPWSP$igVLgN&iggM<1na?k3f9T|V62n)WUL4ANmvi$2Vp&cABc5-egM{q ze1EL_@rhU`@cppv%O_ynhwqDZZ@v%Kz4+c(_vCwF-GlFmb$7l8*71CIth@2?Sa;>S zVcmuAigjnc3)XRbXRKrSIIKJIu~^6Oov`l6$6(!o?8;@W|4{0?)O)GtQun8>Pc29t52ycapDMuV|9>U>lW)NO|NG$dzw?qal2ekq zCPyZ7$ynm2#3#__txVjSxFj(i?4JOgl6{E+yr@saUd+_HbMzqD)iQ*Z{rHTK!iVefD6U~gh)t$(a0 zJOyx-bw8{HIM+JKnq-Z&wt#Lq9Q!f$N$l0wYsgXS*96DDg{A>7&aBuj@@EzeR zpmRJbybr7i$cGs`3-FuJd!ZLX4~1@kod7dKQ$o9hM!>3osQIJ$vH6PmsCkRI$UMzF z+}z#d=7w+rz@MZ}-XzbE`^fcVVXJFY{}-*pOb6`l>^fQ<%4oy(_BzaS2s}!mWh`;) zFv|fu61$F67~9RQ!xV?GBa}rqaO*I^A#9qmNXo6l^oFph%EB494wDBV_Jtv41xP9Ou#w7 zb(q2sxQ{}ZlAv{%z!12%!npA!t;6(%z`YdOaJE_>#|5V)*qIH;*5a=ni#We&|5(2vvS|%I=3o{Y|VJD&ddB(^jT8H@vf$%QA#HewhTZh>Q zF=itaMmpR&OhpKT)5hcn!eKadn1~Rzr7|(zFbyGW3uPwF)L{}rjQ8fs*3Z;o211PY zW{M`$I!r%^FJ;qF>iiMdVN!?b2Z5U?Y$w0cI!r$Z9Imj<98c>o`yjBOFbg}}>M;2r zFt3o26|@d>4+1w+(@BIZl!gYcMv#CVTQn=#xUz3a6^S@@-nT%oP)rj z3RC7VT89}2fkPA~$?TZbtIVS|*3+c``y z2y0gsg4e?Ig0MDa=3$vSOfHDg&MG_0t;5WMxScaa#%;6?^9tf?rlZs`B*y);4)Y2E zU4`wi|FaJB3Ia0<+u*dQdPZVeVOAVMotBtV$O!z_r6eX5Qu8!gPfAQEbWON-CL}rv zGiI9B9f@&;X>v8K$0gbdQ{p$-mS`zVlJ#iak{DA6r{dFkOkz}_180=hqY@(ugtjT_xM5lFfWh2nN@pmqME3~uNB3#9$6 zEM&U<=ScgnGBcj(KO4*@o&Qmm%Jk0%vPkD&in!Z+VT@c!`%jQKpfGAIa{G@LNIKUl zj0|`Cr%P)n3n$$EuB(p~y6}jDevv5wKT?<>Tho3SDmy<^m?j6)eiGor&B%N<6jCH#Gm?=r;8_J^Vx&0U^N#`16k+|EBiIQ~oDT8BY`!P_G&YH5&P`4lR zB7B3nTXhAyCty2dKZHr4uWD_F z{SW<+CWWrn+6K?&?T0)m^cAgHc$QEMQ&jIkS>L;(wZdjT|m4P`mELjd5`r& zz7+b5R)@UE`XOKneOhZ={A-Xfh4yH*31j^bF@;vNT5x(%KV(eU>e=~}*4Ux6A2O!E zvc~A9^nbDUo?%XuZU28}l1(q0nb}2}D7_;KWUiUXpdcVcL6IW8cd#Ic1;yU6pjiTT zuq0wHWL4~4vG?Ax_LA7Uzw`QD$(8$mJkS5t{pNY0$9){1nDxY>+VvG#LX^%mjz9 z6gZd-0SB?cU=tez4rEQ>K5QU3fb9eJX9K`~tUuV7^#l8`zF=?G2kgaqgFRU1x z9;_|chV211vNm7?YXl9}0P4&DHKv0}rh)Y=2_{%Q7-tDE#^PX<#lQ%Qf?*Z`LoCc` zzGl7-zG}V(zGA)#zHGh%zGS`(zG%J#zF@uxK5xDNK4(4;?lzwTpEY-b&zR4GPn*wx zPnl1HPnu7GPnb`FkDE_`kC~5ykD8BxkC=~w51WsG519{x51J2w510>v_nQxZyUhE+ z`^;V7z2<%3J?6b&i+K-NFk8T#W&yn0+zH-g-VNSq-UZ%a-U;4r-T~fb-VWYs-Ui-c z-U{Aq-U8la-VE+AZvt;LcYt~GMlfgQ!5hpRc)fW8c%6AYc&&LIxZS)K+-7bEuQ9iQ zSDV*>SD9CXSDIIWSD06Vmz!6BmzkG?Tg}VBE#_7*Yie83Z_jLbj&npn+|B1Hpom1G))GkOcNYproh4G5O9z= z7;G{JfdkDZa36CZIKbQoqz8szKeIpB*X#%OG5dnO%|2i+vp3k&>;?8PdxG7~9$+`K zJJ{9i26i#Kf}PDS;NE6ua4&Oju#>qLxTo0(>}c)@b}&1F?adBgJF`95)@%pvVYUU^ zn0tVYW*e}rni^PdCc%VR55~;|7&GHw)Qo`y2qz1&5Ex)V z(9Z&39rJ@eRtI{S4^){KRG12Sn8IoP!#v>M=0D(H=HK9-=3n3+=AYp2<{#j1=I`LI z=5OFH=C9z-<}ct+=Fi}d=1<@c=8xd_<_}=m{2nZsW$-(*1b%CN2YzFI3w~{W1Ab+G z4Ss2U1%6?E34U&V0e)tF4t{EW2DX}?fn5d8GH&Gw6&P07o zpNaaIUK8~(RTK3w6%+L_Jtpdt`o~0lQh%pVpVVI|)F<_43iV0-kwSe^zo$^2)Nd)& zC-rLz^-2AbLVZ#{r%<2NPbt(V^S1U!+i<)aNPGC-qqh^+|o2LVZ%LDby!bOrbuhPg1B) z>f;pZllmxy`lLQgp+2b(Qm9Yr{S@kxdM}0gq~1-TKB;$7s88zc6zY?DD~0-`-b|rB zsW(!nPwMp)>hte>+5bE9WySt~D?N#?Y36?||DTrFKhZDIhW7veD*jsh!FWD?37!78 zBz{QTiFb=9V!y{ejlCSZpJwP^LOTHb=l*}K(HH3KzwObD(RI;z(Q%aicZ!B0Khg~D z-H}3M8}0vpEbRd>K4L|>M&dL#|6@A&Zzs*hKR3K4Je%gUY|i{{tc*W zTj%qA>wDApi0>v}GtC%Z?wjNrN^`_D?_V@C{8gG0zQfz>J;l4yJC)A->*H;Z`~Ura z&-~Mrzm(6FSCxm99klEJDauNj^>3lrh91B~H`D1~Vl5wSoVA5=8!qX*q>7|tueVTe z!zG=URFSk>&K62;xTN!vDpE}(w@`LN4}YR`UQ$K+lUpdep@%=wP11GLwor7#-%Q6P z$<<=o7K(1Tr1O$0vT?1pg`yiSFO;%jvc83)8+z^)y+BHXo(gWE?1tNo((1IG;T8&S zxTRB*Dxaz;U+7yXz2WveX_M*@eGA1m+@32f9f_%Lq5OthIz6fK2?^SnV+#d1+|v0; z6&v@Qt8JkKhkvOoCj@PzOg2UyRQbtqS7D{lqJVVMz8*K|EI9$>RN|m>Vm+M<7 z!QuZBouE{aAv(Km3q?5G(h*7(8&n?Gw@`+|?J3d*6iwSgArAl8lclA-YPV2|!zCS} zRQZ6qkd~zwhf6v{sUm$|ElW8Lmvo3yMSAI#6y$J8hbUDf?Ut0KD2Lad4pFMeXfjJ# z4zE9*p;U2gv@B&g{LROaqZnWxT6xa2EM+-d(jiI}**IU%QkKKNp>x+!DbnGVPF1SdxTi(WQl`W05z@x!F?NF?#{iwKRFSb{mI59=2Iz35itD6hDd6F6o=2{-0L;>|6!364SIWi>dX@qn z{teOLN|jeO(B@=WN_e=X_f&{6bR%6j;Zflgei*zl2hma-oHQaW*|B14`> z^elxv+)k7>sGO^3DemEx&RnXzmT#b#rND=OEFHR3v9w2dmJ%N>CrC+qR%a>l;c~o` zw1;YzG9NAvl9G=B3VpbwLzgO_sZzZu_Tgh-oRslomd8Fc2F6O)UCSc$QKEF@(m>1< z8Q5l|mPO{HMCr(-ifmk~XGP=_r8Ac*vca=i&x*(=I!anP*GSKb$R|2dTHW)Ro)wW# zlull%e1b+BA!SA66Q#44DmJN{t!G8#6Q$#qDz;vs-)#~3M2AV6P@dJZBJzpuCv9B0 zThEHfCrYO)TZQ96pLVuPc!tcZM~mXv|sT2@3pQ96pL@=AYF%ZkV+YD!rb*Rmq= ziKe9V#k8!5e4<07^zNl)dE`SwV6c>GQ!>jl9~uIKq#TgU^2~>Z0PUAs`Nw-`*(UL3 z5(BY~>cBRAwd_D4_mQ%(otE84NSaerd1Zs6X9sYpM*B-?&<0uA{=)W?R`>j>XZs1; zS6YpB)64c1wvV()rC!hW5w^Fq^|Ui~wzsgoq)kwRknJUGPigr+y4jw>_K-HlzlI*d zc9%A)w9&KOh3zJ7gxhYyc9k|v$0TICa;rqUNE=$HWxEL3S<2vHTDG&0drKLhV(l&D zUQ+raT6QlXJ4wk0Kqn#hl#+VE?4Ck)l+xQp%XSp9gOuvvWVQoI8UXF3oS4kECr1OI zopg(}Y&-Ghw&cVvPi@xe*|uD&(LJPWq+R>7Xj#>08)^C0iCOflYP3;WgYx7onpQR1 zAg!*%^(?wpHEKw!DHrHj-nP=erc0YtzS6V2aV4usTTh$rX3@H;(WJBqe%nFssz&Rj zjnjTWSv0R|G$AeDN;zBUUgOe6Js;@VO7|L*HbSRuXDi)nRNAoTR6SeiUL(?mXp`V< zrF#ua8&poyvz6{OByGTRg_cG4szig*(pI|JO7j|!vaYR`tu(KGDfuXXDMq3CN;xRU`jM z+dx0R&FEa!$luZ$ilJ{t>#9cnl2%t%>YLHKs*yjX<;NFn=FKaeXZMG+Np+&WnYXWG zf0wpi*-PJy23C#yCN1AecQZOzHS(*pak?FC7AA{8~IsUzKiN+(ZWW4 zk~YFmHWw{y-(NXj%+RStdBdN`Zr|A>bfuFxX@b0tZ@6 z;6BzsaDcTB*xwoe_OtqfeXV|AAFD6e+v)@MvU-C(tzKXct0&mq>H&7Mx`SPe0QU@wzJxUZLN0T9#&hhjkO2ZXte;v#U_CEM7dk=hvy$in0-T~iYZ-Z~Lx4<{po8as04e&MgI`}Gk z4Sa>Y3ck!<0bgP-gD$Q|xK*N%j=@ z1bY&EoIL?P#vTVBWsiZ6ut&j%*(2aX>|yXh_7M00dl0;zJpk@v_k;JbUEsa!KJXrP zFWAEF0Sl}J+{p^y-E1d#7rPt0lida0!R`caXLo?NvD?90*=^u0>{jq*b_;kDyBXZU zZUS#)JHR}<5zMhXcmvCU*RvbI>)7?+wd^`@JG&O##>BVYb~ShT?%eumw*?uP2ffBV(>zC z5qJT+5ZuTv0MBO|!SmSp;JNHP@Emq7cs4r+Jd2$Tp2^Mv&tPYQr?WG_)7a_Ysq8fH z6m}|jGCKv_z)l8FVjI8{*-7Afb|QEJTMr)3P5_T%$AibRrFJN3x?ht;4M&z*W}a;7V&1xWZZqF1J>I%dF+#QfnEw#99h2ww8d4 zti|9$YZ17>S_sa!7J&1t`QTh@9yrIE3(mIYfU~UG;7n^4IK!F=PPb-&)2!*>Vb(No zs&yDR#hMCEwx)oStjXY^)+BJEbtrgr-pe%3H>Uu!>bsI@QXT0_CK z<#Mtk*pcAj4E15F80y1TGSr8yV5kpU&QKq=jG;bkDMNkO5{CM)#SHafix}#|7BbX_ zEnuh*o6k@mHjkk`Y%W86*c^uXu-OdtVY3+O!)7wnhs|K951Ycb{8)Q3%Cs1G}op+0OPLw(pG4E13LGt`GoV5kop&rlzB5JP>~feiIw;~470 z#xm50jbW${8_iH3b^t?t*eHhju#pV)VIvso!}e#W4;#)cfUI z)Q7nY^hte>*$x<={|DyF^8Ei+!aw8x)K`~SyjSHF+r zyW=})AHQ?sYvc3c2hqNLUE=ZBZ?R8e&&3L{Yhvfc*2d<<#>582I@0R@a`c_({chqoM<&9ioBA_mOuaPteY7TO+4O4yV1^hDZ8F8fkC7FT<~fAE4d%Hig%R z7l$X}^gko?Pw30gtDy&Im%UA)^`XVIubv(18j90SdLIXO2Y1rmdFKY#1ZM}w22;Vk z=@fup==8tm0tH(4e_mj%O#cJ^vi}|b<8=Dp7XNAfRsN~|{b^^r4s`n8kF=ZJZraCg zd))hEf+`l7l^y+PeXrva=`4^v0b34k5cpz@>gp|V>kDBF~c^yB>> z|7m4PtZ2Ctd&8=%uZ*glv@!)&T)tkF5#?E}OnDWTuT^DOS)!FGuHy35stkErlVysl zXek+cr7D9Pl4T03xO=(k0)3KYimJGKsp|ZRWSN30?q00AI$yF(ITd#=RGlx9EK^Ly z-SbuF?T{=}O2yrCRj2l>FH=ZGE0fsnsx#}$6j9MKH1=#&Elrjwq2lj+hNeS^WoRd8 zWlE^{xAt_^HF~bs%9K!X`BYUlcy=Vqlu+?^KUtN=Qmst+6o26pRi`UmwKBz1Ts~fv zn)0JorgVzS$Eq?(i_OavPI38YRn{wSYh}u&xO}846UqXuOwkmV4_9Sed0Hz|GR5UX zRT)#h(aID|art0XM%BHwGUZZSK2VhriNpW{i)$v+WBE?-x)zw9lWeTLYD^#7YF(cWOhFWvH&>;m+^dx-hvM?4 zs!S^Mc8a06+)CHil6uo zX=bDml`eW&L{IEwX&aP5dRatIY=g80E#xeT=!u;qtxjh! zmPGW#PLx*jPS#5zdSdIPO?nU1OCow=CrDebe5{v5^u&&rHla+^OCow=$4MJkl6px* zPwZG}V>ENAB%&v_PTDBt)g=)R(&viki5(@apN@(viRg(PDQ#UBtt6r+`je?zAYV``iRg(PE+vhF zl8Bz@kE!Y_)nu~7qbC{%E2V6cEb-)t#=#2dhUq1qJkdB=J1WWrto`BJ5&mb@ep8v{=|h(rVtmdTEic3#CnZ7we^k z!Y+`uUin5ZEf99Tv=|5Tg`FpDTJ z7Iv1jVb2|UX_l}vr41=F_0mjXXGk0L_S8!=gq<#JK<%xUrVBewTEFLRtu&2Wh5p*C z)}pSbR-$&4%c)ZO!di*iQ7)%QNwW}3)Q)mFSxTCPSfX~6kAq24#*-!LM)^26RJs9L ziMmn#=85F!e|#LQ(o58i^1*S4l#Mi*qeKlUw+BnxpxAneT2gK&NNXr}>LqGQxg9U9 zuF@|)wWZu1B(3Ic(o58sa(ke(N$*^}M7=4u-Suum8ezarPxo}y53reT2(Ihm6Bf$ zs8!{1sFXDIphT@Im#&l)I+v(b<-;H?Wka$=ohly&j&$9%5;dy)%{DnqMr~@dS}#$j z%D+rY%0|yMdWm{fZkePhCR>gCF)?g?JI3anWC4dh2^%7v_bVgy+l1M zx4oqeD7Wh+YGS$VC9U6c@xS^1zxn^a`Tu{H|2qLE$e-sqekTCdIeyUR)PY{d2da)2 zR2&ubI0~ozkK+OVw*LYDvi}DEwEqJCu>S;qxBmctvwsJFwSNPDv3~`BwtoSCvVR7D zw0{DBuzv)pqwO`|YWryL zD0?+{q;rA&GWIwdxr{y5MlNHIv60Kzqiy6e_5t>2{ClJ91Hh5?C~$;565QV&0S>qK2Z!0i z!Ts!E;J)^L;81&C(6xtxY1;)II}O^l16sBXGTQ=8n}I3Y1c%ruaIifD9Apm$o9sd0 zK)VUt#~ug{u=fG`+XKLUc7L$1-4E|%EXJKJ5rz3tB6UiRK#Cwnh&PrDP?(cTm6V0Q%D+a17mc6+d`-45KtZVR@t_W&F1 zHeiF@2pV<+sM`jp**ciCHL%`Jf(g4GjN1t?X2-#(9RnkF6b#!DFl2|ppdA7Ob`bR2 z0kF>YgFd?s^x8g9wY{KXtDwhLIIVwd5BRtB5BQh$H~6RZ7x;(uC-}Sd2l$)yJNT>h z8~BU$EBLeZ3;2`uGx($R6ZnJmBlx}b16a1c2TN8N{LU(Y-&)^+-&o&*Ut8aRUs+#+ zUs_**Uszv)pIcvmpIM)SpIV=Rt=6Yt(P{-hv5Mfw)+gXc*2mz7)<@t6)`#Hx)(7Bw z*8AYQ)_dSP*1O=_);r)^*4yBl)?45k)|=q#)*GDmtM+T)EB344%l0eaOZLm)i}p+4 z3-*iP^Y#nibN2J#Zu>d#S$jA5jQuS5wEYbDl>IdLr2Q25g#9G=xcvn9nEg2TsQnoD zi2W$|u>A=5ko_?Dp#2c|fc+qNzx@EX%f27H&)x;zYu^XnW8Vw5*!O@1y9L~77r?vi zo#0*e-Qb<}UEm$|o#5^E9pG*D?clBUZQw2Tt>De}E#OV|&EO9ECh$gk2bi~S1ao#C zyur?a*V{LM*V)&D*V@;C+wE(?ZT5Cf>ox0j@Kp=-v0kxIAM0fc^|4;EP#^0>3-z&H zuuvcCc?SE zP#>#cp+4453-z(?woo7IE(`Us?zB)J>kbR`v2M3eAL}*?^|5ZXP#^0S3-z&Xwoo7I zCJXhkc37y7b)$v)Sa}Qev2qsbW8Gk(KGyXX>SJAJp+45N7V2Ydw@@Ezn z296IbqLc8PK=(k>|EK>m|I7aS>Abs3>7=`r|6>k7p>A8<#{Zu=0GoU#{f{{S&w6)y zulZl+0Nkfu{~vPz2C5y^kn)rAk@B2!k8+)IG5v`D=YPp&dSFEXTZ9(;iG_I4^~q*> zT*V!&_Y*EMI@wGQtGJ`(e!_)2C7bC{6?e4SPqJu_XyMs0(T2&*os!zx$Z71D~Y*mfWsy-paM zk{0j@sVlbD921h(?+K}?eyuqwBrV?)GO4!Jnj=Ee>OCRrm6+BX7Lpe437PO*rZrQ9 z%D*I9yC-Cva+GF@P`RYFdqT!MH)_okp>j!U_k@gk?$eqnLgkXy?g>eo4kVi?LghuE zwR=K_S8B}^q4F2f(mmlqo}090%22tawR=Jam7}$0icq<)`Grv~*9nIwP5(^prbVxF?)1naogj${j7+6V6+o%usU59WB}uPVG{kq1=>e z9i}CF!mUnbC^V(~KTPZOgrZI1GZdN9*B9oi^~7!yo=wRNC8qrI_+mZC#)ZiY<)z&5 zrFw7;%aWOO!tsTAaK>?3<{0sTe3>4c?zuzDtQC^4(u34!=laYVA^9Rb$RzDYpE+7c zzD5tS-t)SaSuG@Aq6e8!!dm7iA^8eD$hhZQEpw!he1#rlj5fT^93doMp$8dN+G?4@ zh2$&rAS0gNwah9Z`3gPAuoBcVD~04M^dLi?jmgXkE|oA}q6Zmtl9}bgeNlCRy^|RV zN%`wOuR4D$nW2c3yU(hQHkZy&K+4^xRmV$B@hEq#Rp)J!%uqPWU9sxaruqy;qrB9g zRGm|wplu-WhToR9UU^Z^h)gv6 zmb3}w2R(yKR1Lo=ZJef+WDts~;Wwm>DNpK|smM{nuS*-H>?t!v*w>_uD8uy3WMN;G zHcYF`Gn0gUMcR<(axHTxw@UbBX@fJg%tRqyk}|N5mN`Vo7p3$!XqkhBd_l^(fR>pc z^=9A)k}do76G~3AtNJbyzZUAW0el&q_HqnHfiphQKq@E!Q$*#hag|`#R$N zfo+b`Ga?WTKP6=&Ew9dqKs5ZMv<-ClcSZ!F;U}auXrqmc2t>n=OUoCOXG9 z)M#>fmy{}9L#Wf_qu@>{J0&yJY4TBUhjcV7sng_dzMULpjC_ls!}Sccn*95`P0B{v zhbKeLCbzdr+raBh?IyRkNNZ4houP)4+nc4;X?ykz^_<+^B(0`udWO1AZg)tVhWbzbt=%APjBZKPe{y-fl+hJhhWbw~ zuahz|Ny||G$>p_DhEsZm`cM8ZZI?3Sp>a$ND7V|B4bmjA40WK~UL$S5^M;n87LXc=ljxx7lsx|o)s7L>~?rSyfg47H$KULmE|t7WJKw32-qrJO3P3O%HO<&TxFA~@p^_jQ2w=NrEK(^qGzZF<#w~Q4W5hj40WO0HcLx= zo}QsTl-rE7y5iF_)QNI?skE9xzgN_Ya(juiNj0Qrs2$~YleG2xbEzZc_F`!ho^$mK z^`zWhByHS7DR)dSCSV=*7|X(IwG|QI}41 z*CT&NzKFaUc`$Ngq&adbtpb=984(!}X&0#re@7<(J{rCyoDH8EUKySe-Y?ucY=r&} zeI9x_w2RLFyO_@ZTNauW+BeiY)DZH}`G2nl9|-1xn}X|ui-QLT?O@knJn$>60@xkc z8MvBO0jvuw2#gO{fv$ms|95}U|2&;~zs-NX{}?*weyo46e@|Kk@O|C8bx+V)_FL;t zr#%2?)*VpSRM)XC==;IA5e12CCW+k1NJ2I{Qe$P zjF(w;E1tGmUfkY|m&j37_$9NwmKV2o<3%YOd+2%G-c{oTDH}YO>3Q7WRpWVS4cZMW zj~l#dJSVNLc=bH)@T##}T8*|Y%kx{jq8iUin^eZ=d47{8`;4^pblgWCw|UigTG|9{ z_m>y?xgl7BY#ZBJ0N!l=7`19f>Z|smZ(>#zrY=a%^7Qk-6?CH{Ks-x$9!k#8=QXQq|y~3UZLD-X|jnb}-xs!xFQQC;-K0SA$utW!p@gAs9dP$<_kMd+JG`p%gqxXJ6Br&IxRO>$T?Eh z?WN`B2sv9yJ_u$DIZH~KAf1~fM z+^XfMd*yO`RYqwe)*LmjTpm=Fs5|wpTpn1JVb4Wcj#^hP$5myBegx7P=BQ`oZdBFL(YiV6Sh*WnbzW~W zNBt^yBdU(}Cd^T{N{>*D{i`lspQB!t9-$h;tEx*fN1ZBv=P=9<=YIr@)^gOS@-KP6 zs%xY<`#EY9PQKQP`(5f_)J+&M)s$9BNsVi4&Icik7Ojo6*Cbb+js$4o% znWR%ybJVGFX;&rvswZ>Qs`4+>s>;MkT8=tZ{z6uDaXJb-M~y0%W>v;$H{=}ksa&S2 zGV0l><)}^Na!6Iu-h0U$b*cQ{8C;d&^;(X4RQ|$2RY%WCv>dglTsBo@P?@FWs6*v) zU{wYb`n{tDm4DU`n)9JQttcpCkxj!I2^DSuht zs!{{>IqFJzsrytNRi9c?Uh3XeMT3bNQvS|fj81CC-+N{n5&d~j}h9yljG7o44*1I|j%24|*cfiu!G!RhH4;I#B~@UZkWaBBK6a7ubA zI5|B9oRppn9-5v6PD~#P9+I929-KY|oRB^k9G{*59+Vyr9+*A|9G5;29Ge~oj!BON zN2kYt2c$=XqtXX}Bh#b65$TcO{^=3m@bv!Ru=H?nzw|J0-}HXq(Dc5bn;r_L(=O?{ChV!H-kHzo4^~L9bn$M5zIMx@CGLbUhmuhUgum7 zUh7;3Zg;K)w>jIvYn*N1)y_5GRnFDmmCjY*70#95<<1r0WzOZ`R_8Ksi?bEXI$OZa zP8Mu-HiH?b8NAfVfR{Lzf}5O6z>A$t;6={G;Dydb;04Zw;6~>H@O)<@c%E}Uc&>9E zc#d-}c(!v6c$RZEc&2j}c!qN(c)D{2c$#xMc&c+6c#3l>c(QW}xWPFYJjvMrp6Hwe zu6IrZPjJ?Q$2%v0$2rG?$2!M>>zrf3W1My1TIU#Wjk6X!+F1jxc8&&*a#n*!I!A#= zI7fnqJ4b-4oWsGD&MI()vl3kHtN@oe%fY42GH{8r6kO~q0T(%o!G+EuaDlTBobN0E z=Q;Dixz0Rrjx!gW?aTpZIkUl;&Ma_-GZUQd%mAl3)4{`>Y2Z}nFmQ@96`br$0Vg?= z!9$%%;6&$8@DOJrc(8K_IKep>9Pdm34|2wX2Ra9VQWVc@>be&A4NU(j`if@#O)OxtM(w9+=n(iUi@ z8JJ3&;E;3*9Go5k4oVLOo6>{8f$1i2pY%X*Kzbjre|iAeFWn#Po9+kpN%sYNr~81t z(!If+>0V%ubWgB*x(C=T-5u+mhlX6fWXNZIPID;M3 z#~I|HK2DQ^`Zxm})W_M!L4BM74(j9dcTgXvpM&~1eI3-t>Eob2PHzYGae6tZkJHmZ zeViT+>f>~GP#>q8gZemK9n{C^;-EfGX9x9h_I6MoXDY2%HE&>f?kR)W-=qsE-qLM1B5UFZ($kpZ5QO^|Czw&nrtj zi7yf_C+!>Yy7nMs`%9SFv|WLV*kWGr`iAa z#i{(l^KHgZ?wipZIfBPjLX zKhiIfZ|QWbeM-US31}NBvTLU42BoS>*|2T&;zkvvJv7%7zVk z3q5D!-(@!`4GLRY=s_E|U8U7&v!WJy(#CBUX*FfH-om3_vYn+(D!=P3BK+;Jx3oN5 zYZ2jZhrOgtP?*{x!ru;^q@~BLdW#5uJM1ZKjOGQji14>VM`@#;+q4#hze)!xVdaMq zS*y2*?6*UEDZ`$#^p^JG%WWrZh%(xicEYxmHmGdZTiOb{hqM9D-&)Ha+$tT~Nb8@a zwX_kkQA!HhTN;IIkdpSDX=xDBkkaedS_~m|DOF#xMJGu^K$9|(Y|+Tk5J*bbptmIJ z)V=8os;6X4Y)dz=&0xKyUf4vW8Na$cqCpDrsJNCMoU0we@(|c zS);`-bX`qHJvSOHbwc}UI^sE5Z}D-hbnw=6c$v{cF);t$)tU`?UNKrI2j*I->7YVC zDGGwQ_SAI1^NHRl!tki{!+7z2k3=$ z!v0*d4HNXjF~a^-v&KxLu$Ei3{f{-Pd$t&bHA4ST)0*csqj0p)-`8}~^OI3nEp)l2 z>y`bC!cjt(YC55GHVQ`y{asDRmA*#d2%*2N>6kLjC>$>IH#HqqY@@JB=&x%!;wc%0 zl|p}2)3jHaQCK1Lmo*)t^O6e7xmMbLQPaVL^};e?Kd;$9qh44l>}NIW59@^`!hTw_ zbw0hYSlHH@^+oi;B4LX)>)l%~EEM*WnpK;$0;R)zV0>J&eY66F!+cOJ%V1;pIG zQ?pthy)Z-Aw`(@pNiR$n_N|(&r=R0AVc)FTL@&K?n6PiuY`mjhm@4e+H5=PgFH8~k zwVI96cQIMmS8F!XUN1}%_LZ6qNA<#?!oFOyAww@r6!xW>4U#=X*cWRy5YP(;3;RON z`s=j91a3p^pRZYx#CTWBmB;LQfCcQzuaGhtQEId=QnpPM~lE%W* zHL2@`G2;DCaaoz-PBj}X?2|RyNF(F`VV|hkhOtIr6t`;o$7|N`Txb+V3jJ73>z>_4 zVT90+*0iP^X%r|z<{$D%O(&HHi~_~TTt8gX^~zwQKuI#!57l(S^M+BNESc*EYdY?^ z$0$&m%=H5`9rF~80_DkE-(S;Fe!ZeZnd@CO9ie+ufih*T@2hE=vt<;h3Fi9Vnx<{5 zjRJMST;EgELFE{uKy5JBEj1mWDP9HYgZXbrp{D)g^aAz4-0rN|y0&_O`e1JFu2~;l zQ>YK-_O6=cV}tr&ZttvF)u$Dx59VXzj+(943e*Pkv2lA%_SFm21@rgc#$_ej9ibPf z3+DFLnr%G7C{P>BzqMOxw!w3{QJ_Yc>zixZ@a!}S)CzNbQ%&ohcZ>ox!(8vEX^mf@ zsU7C}#+ptl!;J!U#9ZfVx}HwID^OF+zrI{eCsybM>WaC&p=RSV^#ZlU++JU^v9WrA z`eJUctJ&xfy+D02x7XHeWUyYKzL?wXH5(pk6sRxeU)r{s4S9AL1!|1BzNV&wO4=w; zXUz50H68GrqZg<(<{y1kP5b-n1!|4Cy|QNO5_*AJV{WggSsz_8s5R#H@|yLMrQVp^ z%W75)Y6a?z`LNhpvk|R8tuY@KTWYeMUZBpHzdy@m<XEtLRMSc23I6y0 zP0HH;-2eY1TK_*ev0tK3qA{VwzmC5ie<*%q{8F0zzcfBEo{o2?_5Z)eim~ToEwOF% z1YlikL2P`?igk@8F!%q3=snTx(T&k{(RsA~e@L`bG!*$E@?PZ0$nBBK=o!H3$n40N z$lyq)|7HFEh;aY#9$_`~b?EibL!lc(mxeZkR)nU8hKKrv_6T`{-vr+XJ{;T;%mgfWn+vhMb}%j(XkJECsJf6V-U&-bM7c6ttQhVKa9G~fQde!ez7#ru`_HSdGo zy!R6CiQXmNL+Lp{Z*POwqkg5nraq|V)l1Y9)g|g7s-t#O6UuMOC$#Fnpj@MzM?cvA z?LWPhE+F)mVAJh1AjEdKjkNTrm98M%-X?8>=WD%{t{~jrDy=~a&|2vV!tE{6>dFee zl`bIM-Yl&~OCDS4`oZl@(k9jRdMjN%xZNRby)s8{rK<fEJp6~Qlx^{4TgS1hapxjE=4sNfPHsaZ(x6-wP+v}tadv@rpbnW2wT4_VH zp>8W(JGk90ZBRW@Z>4Jox7(x*DC_lBx^!@RjkJ6N9WD)l~Q_xS}R>OxV%D2RZF(gMT7qGY`R>^-pN+FWYAxpO_xcxT5qKb2LFn- zl0)M_8z9qnN>>bSw@BMa$Dy~59Q^v$Q%*<87r2 z2Dce$HT537m97`uUMg);eOPa$%LTWWNLx<}ZCmMT!R;n#6P|bUR!!K8rHy<3)?1Up zUL1OAU4mN`VNaH}fsQV3 z^$5E`T0^;CFK!U_Bx(6Z*u|5CJyBZC+f^@~DC~M^liqQ9alNo7NLx?GvKLPf_IPRe zRR7}f!X77WoEB6Tj}!J-X=Ahmx_GRx>!gj+QR~HZ!X6`Sgr24qj}dmQv|)P2SzIgZ z8fil`@wm7~*rTNls<-OJqlH~9ZGg@hF0K~#C~5tkr?lcx+$v2+N?X@eD;_E25mM4P zC>|l?;ZoA|pm?~DtE5!p$>J)KG!9lu*(Oc#28PLtN}*`*byajP^P zCT(30t$3J_Q>CQ)LUF2)Q>3KX{>3RmPL@&)C5w|u(m0qT<(|pnByuzk4wbH(Ry!byj**sch+Z5c>}Y9Yw0NsH zTG#`mjq*#!0m6=wHbTo_i=%`cDJ{P(6h{g>LRvcPTrZ9gc7JJu>Ri3Jzp%rl4JfU8 zak#L}n1+vKngw5iQhy=Zf(Hd#_O(jtnYB`lM+ffiI1nXsm`hH{`@G=)t` zt1CC?#gwo^q}9|$y*NbJ!P3&Sf4w+Z*g?|PE6?f0LBjG&m-uoM%4d49($x->Hm>&2 zi|%o+6W~i#Y$J(PuehT&QYv%wSA?fbCL97rK{~D zZP2q(E267antDqcI6y0+sa2YKN$GE^717fwO+BToqbogHTBWInl)ji&L`SPMb(hkc z){1Com8Nb|s;iSl-p|q?=qlv~t;oCCpxV?$I{E{kSZQWElf+t3Y7#%virdJ+As+SE~6O`(5{H?%b9I!K$O zeHDtlr6t>5+Im&dijUsv@w+~|COe;jkHm9x?Zd_ zwT;q7Xf0x~($qFc8&HT~sTgqg9#`Qu=hQh=x{aic9J3trgMFDorsd)mh0RZ)a&3M5R0-S>(+u zT?-=8tRyIryQ8A5zTl8Y3l?_STNGsinXl2!=ptKFNuC9n)R&5GMYj~c~i)d!m zCcm`0vi#rq|NqYa|9AfXe>eZ%eZ_s1&*yPpc3%Nsa$g2tbYB8ra9;$UcV7UXbDsxy zyU&5oy1T(=+-Je3-Dkk3+^4}O-KW4O+$X`u-6z1u+{eL3-N(R3+(*HO-ABNO+=syj z-G{&j+y}w?-3P#3?)~6>?k@0N_df6*_g=8Yy$39~E#OYK0N(BH1n+Y12Jdw50`G9| z1aEim0B>_|2XA$618;F}1#fn50dI0|26wnOfj7E4z`T1Sm~->s4Q>v+-n{|5&b=PI z*1Zng?p_OSbGL)nxZA*0?&07{cNMt8T?sCCSAfgh<=|3x8Mwq<3NCh+fQ#J4;6is1 zxWHWq&UY7p^W6F1Tz4Kg$DIq#cISYz+}YqvcNRFqoe55NXMoe(>EL1RG;peW7&yh9 z3Ql&XfRo(G;Gym$aH4xCc!)a@JlH)1oZub|j&~=32f5?H1KoqbaqfZOSa%#a#vKce zcE^ARxTC>Q?g8LPcN93n9SQF5jsS6?B;d{ySm-LE^b$_v)cvS z+wBbQtbG}yN8Q;nQj{w z^D^B=7xOaR1{d=(UBkt^Ojmaee7@%DVA9pVdN&Cs+_)(l z8wP`J2n@JE(C-GoI@b^S+&a+f`asq7f{Lqx9#`Q^|KobVztjJKf2IEh|4jb{{*nF@ z{5|~#_}l+u?>?g&Dbm01t6EuVg|2FOV1_h+Oa^OUhSVnK3`@>Ary*xp(vss6WOBwL zhtZH1kV%$dS#kzT#F0#nOL~4+mFnu<`+q<8{q}kBaQ2)&`#JWE?QVI#)vB%v{;iKc z2fyg!Pr=Xn_+#*sKK>B=sE^+VKj`Ck!T0+3ZSb8weiMAFk6#Dh=;K$x*ZTNn@RdGJ z1Yhc7H<-}JPSDlIIYCDszX;~&-zX=@R~lp61=L9{|a8w$CrbD>El0xm-X?b;Gg>VV(^kajs-93 zV>1}j$I+mvk1qtH`uKeCf<8VMJg<+>2G8l^Gr_a^I1)UgkBwkNAD<2y`uJ4vv_3u= zJf)BS2%gl(CxUSHaq zLm!8Onm*nh4C~`uO7TcAFmp`S|5i7uhPfr;E+CEIat-lD+aIB$IAz=(8tRLFW1Mv4_>B^ zmk$12A1@iaR39%MyhI-_8oXE^FC4r`A1@fZP#@19yg(n%8$4eh&mBBZAI}*)S0B$F zJVzhT8a!Jc|2BA*KAt)FH+?)~@JxL?eeeu@JZ{qxJE~!K3u? zh`}TE@$kVT^zpF4!}W3I;9>fB=-^C!JY?`teLQ&Z5IP1o1UKsA^?^P=!F7Q?Kf$$u zK0m=Vfj&RM)qy@g!Bv4iKfzF-&reVd^!W*{4D|U4t_bw`2`&%x`3Wuy^!W+?9_aHE zTpH-}6I>GL^AlVg=<^d?6zKC4To~x{6I>AJ^AnsO=<^et7wGd7oEzx#6Py$1^AnsM z=<^et73lL5{4LPuCpa_E=O;KL(B~&OJ<#VTI4#iUCpb0G=O_4UpwCZmN}$hAaB`r} zPjFJ8&rfh-pwCZmLZHu2aD1T8PjFnI&rfh{pwCZmOrXzCaCD&0PjFPA&rfhLCpb7T=jZ=_UUn0Geg1#od0Be@|1NO| zt^fCW;U9(J!li{13;Pr{FRWZB7Yg}b^6mVK`Pum!^5^A`&hL@mG`|wB|Nk37o4r0-1+rB6>EoZc4i|1X*D`>&P% zPE75a+A_6TYKc@Io&xA5-%LK0yd!y8@|5KM$t{zsBo|Fetp5LL;^o96iJKD_B#ue! zk=Qh`a-u)s#ec(d0I$R!i{Bc*D1Ll=ulT0%72^xVbFrUd}x<*;x7i+~|?fU83tpmyOOFO*-E=?>f&o_c&EN2XGKp{#(l#aHcp3 z@r`&-JSXlGSBW$5qy5kS)R4J(om&ex`*9xzQ|2>R7_$lScnt-=^{d)GPalF-vaq^^d{z3UwIN$6=Fdz%lLd)GPal+e>0 zZm$iQd)GPamC#c+@`@TV_pWo;Eup7a=U)w(d)GN^n9x(2a6e@3UFWc6LQm7!4thx6 zyLNKeHKC^|N2wuw^V-Q_x7;rj+8^@?sX1(C-e}DSq+)H*E#H+ z&_k?lIArc#=dgD|5ApWa5Z%4TRe-${dg!FQA-a8ys{nf^^bkgOuW=P%>x7;yB!~39 zYmvjw3FeK0%A_^akhyi8!_Emk?2DYQhRm(&9JWsAX$jA)44GTkIqaR#Q(w%bhRm(& z95zqrsS|Ghusr;DshW>$lSWlVgH1ldd|XX$lSWlVFQJp7O@lkkhyi8!ww2P zEnt?)khyi8!xjoX&0`(IA#>|GhfNfEn!|gPL*~|X4%;a76w~b0khyi8!$t}{&0?vd zA${vw+ChrJYfn8up4L;B9Olas6|alabUx2`e!fHjE?5QfaX>m2Q= zVAd2(94d#*z3Uups$eiammD(pu5+}hf}i0)nEBA`tb3}RjA zA-Z{ui-0y&Fj(-0=;k#p0@_o-7%l>R>ssV!ONHJNm+Pq^bLTooTPhgri=3v0%$@5T z?Wth2L?^)9xz5q13Pyb~Lk%V9YjSe5tAbI5r6`BuMrm6GqnP}rhGIr(V+Et0xJwO1 zjnd8vMvHi7Wymo~TPqkXMDA5X!YJ*nU^I{SWQQVJUD{p2XbxL8S5G!d`zsiANl!9L zJ1iK@Mjn*a6G??jdn_2u9IL7)m=C2*77V8GL{Ig2qqNV0(UhpF>TyP~(?U;^k*=&B zYyMblwb0YVuCjWJLF~2A!+2I!k2Z+S7J7(_pn8-+?6%ND{CiM6(jazQ=%Ew$sz(6v z1}t`4=waHc9u7+h_gl8bWc4uf$=GYbysJ@}w7RU$G>E+xdf10={!l{4#a;_N#M(!y zdWcbMw$M`_t6^3THj3RAda5v0ta^}9Y`4%;i7TUepi%6%&{Gf75~>Fn#fA$#EecOn z_cw|y7kWx7-B$NAicJ@Kniqkp?rRj=F7%Xk38?O46dNz})D;)2>fT1N^+Hdx;z(89 z%P2Nq=xIh&RCQ0I*nXj>>B!@(U-Q#;G*?gqyhlZ(pgZU#SMOh{SX)!>JW z@r11IV(8y#cKh&5GpBcn~$G`2pfZb&NJQP$K+vbur67Z{UE$m;qApJzbSQt(juo--LH;& zE31z=fmI!_j(ZEM5<{x03)XROW|f${P^E;$>As28a~4unidg84tVOzvbjCXF4Xo6K zRnxKV^{jcUJ6bgz>t4s2!+P9R)3NTgtS&|pRnxKVHLTgl&8liT*1ejQ7Cf$+j&-kM zr7>dFbgVnXn!-$+s_9s_%9<2HR&~b;_e$2pK4$#C*MH9cKcTR9VY9+Yg@rNx|CLw& zza)QRexLm2`IRyLFXVp7wR11#X6J6mo!eUhVA_At-!d~ZJ7E96fy|Ul9OM7D(~b09=_}HI#r*%Ru=4+6X&>YN zF6RF~ow|$n|647!c*;-yk^DUQ3RVHQHF*(s|JxHQ|F4i-FqupIg8Bb1Cmv1Qnz%S| zd}1$*|5r>bl*q+@ijT*e@mcZf;%CPX$2tJ(#w+nD@kH!fz4HHq82_IWI|AeX^&lzVnA(2jD5^PUi~eRE+<(aaMPha7yA&@r8I* zJT7j-u7Agiy)gV&ADdL27U!uKlICifRGk)M^_(-+$0k*$MOllO(f+YX)oBiELCm8* zHmN#Iu;xWleQZ*7T7)%+DEio>YUNK>7jw7UCRHncux2s#ZktrC{LY$*JgnL}Rh`Oj ztZA{aYMWNA{K}eg_EK%rs+E7UCdEFoty@)8eql`;7#-JZQ>vy#<$K2Yy*8CsjM+ex*lRE1Od7N&~?b8RkBZQZI) z!ZECeL!780oRNK^QrOWC$ z`>3|5)k=pIPyDL3snyCHR$6VjZECgh1#2E7mbR(Y%IB;(Or~y|TCIG>>PFsFZBwh2 zPg%2AMxt$MweksT2Fne!O|4cwW=)HTYMWZEv{_TmCaSG#)v2^tlj5JMt#j3>jI$=N zYHZu|YULx=_@c6HdbRQ)Bhs{OdbRQaV>BzkZ?gK>f~;+Fwekk5!jm^` zldF~2S*3HmYMWfGyvFJ|52&`u)yk`^MX{-Bn_R8D!di&nV@7Td9f`Kd)ym7P zIXrREHo02)C##EpyV@pKD=)FqQ#x&vtCbg7GZ>AwO|DkPSko8`wN0*8nye{2htSr! z>QqKqlXxzvt$Wp}yug}>+#=g1SS!!7Vm5Z$1Z(9vMzm?$1Z(A4M$F1@n_#Ux!{{Wu zHU%p#gAv9lUYmLqmqCMVx@=Rg;xc%8Mz2byVK2M34pyh~6l0%QNVQF|R-R-n;qjKX zDb~tASbZ_7+NM}5Pp~S-QEgMKmB(3S6c>jn*2-h7UUUi7HpN>L)tQopwOtDrT zWTi>@ZBwk32Ut@MexI0Pt=!L=6d$R!Db~t;tcl1CvTcgBaxZJVEZe47EB7$czY3;U zD|a)}WnhZ6au*{uVrWyb;xf3CG4Hi0SaBKL!M2cWQ?TMPsKI&%jcFk>HD zt*w*Qsoc(5!tH~$Y1YbZtiIS^wN0~DZe>;U%g{7yae?tz5^7I+bnRtfF!)YxY># z*2yX=*Dz*wP;FDJm8%)kk$<8oDuh{+IDkH|tQm?P)3cS+S<^zww(eO`IgK@Sv~25~6_ryNv8`oW*Q}`gl`(5>(d6B)5DPm4kp*T4yk+sYPYY|5z|&xV0_t5>nd z0qLI!Je`BFTuWE1Q#qEk5AR8|bjCWBV^~XKLDkY7>r{?r^~J8Lr9;-K9L1{eR7Fdd ztW!CXm9}JQQOe?)JA#$2f)>Rr^l;XqGoNbpa`rIRg0rq_^>TJ5Yu*`DtzOO^%9_J- zl&xOQ9>VH6JE&GKXAfr0Ix|$Om$L`4X2b)k)yvrfS<`rGvDM4j16Wg$G1<~ND=Pc5 zVnTjP*Q}`Q$A}5}EgiF>vM(ck6|{8AipoBWST(ApQ&v>=X2kYPEnTvrvKOPXrq`m7 z#bvN3<1VsA8H>wc4>qhV(CSs}?m)VSL6^Y?s@1F5-B|nZxMNFKtW(*QwS+-ZOJ}T8 z*@e}|PE0M`u})=YRwZ6lEgiB>WhYkY%u+2XS)A}4S-t4;szoge-GQ~}EUj9)W}V9R ztOe}7*6QW#cC2}E42}Qq7l+aK|JA}{g077wi9> zo8&@|lG)h4imj0r1uI6X{|7^#A@C z{jZLv|L0D}Q{SZCPrZ<;r*2AJm^wbS51#*D74QE~N=1`jCf`nuB=1QMCC^A6n%ptD z9@YU|An7K4#vOoH5>F&*iOUnGCJx3*fNLd|NlZy3u?E10xCbyBYXP1gKPJ8h<^Zf5 zUnH*L5v&II4psqp0Cxe-jU5%+Ew)i?h1kNeV)VD@=h4@&4nQqxcK}=~I)Hfq8Rti* z<-FuP;@s+7?3{p=0RG~viaP<5oT&Ipyd$0w_hKf%nfM{=|GW|O8Mb>^aK*|p=3*-C zCPz?b*qUL%6|DK#Lwf{qM!391CDL*PZALi5q7)~~5u_R6bc>$2T8^O12$!>1j6CCw zAk645$LeS1FE1SJjUda&FakD~KhhgPl#yZaG-J7=yb&ZB*?=|o7;gkcMux@Y%*SQ7 z^hOY5WJ_DiY%NF7WAw!=Wi1_P%MtV#;gS|p;&eHJAR}DDB6d3UMo?t*M=owLv57Z= zAR}AMT70rMf*d1T)LJa=jUdLz7O@tMc_TR5{y1`p~^D){mp5U7Vt(8U}Otg>s!tnL4J`f~X>MtmQZLM$lAb!dh;9Zv;t27P01T;EkZDU{n9Jmfg^6AgIXxu$BpA13iT= zX6oopKlWItQO z>$riGBKyf&)bSb!DY74}IniPR8HJNP^#^N-Vgn6@lRWi%OF6HBfTGX*uD53Cv`Gtk z4dfHqx7PX=@fwIHvTv-F*6+sExM6W*+4N7 zer6H#P`n0;iN4HFEoKh#8VDw`PpqZa@*3zRvX8B$rh5(a5?R|?vgkFCOJpr;iM-c9 zERl^{i^seMQi<#%YcUu?iR?pb*jcH8OrjI|fi<_-KqJu!ecuvJ6atAp^S$1}rqd?P z>ot%^Wbaz*!^uM&k-cNBw651c8j-zi&Hszn*v{Bn*3^DpV_RcyT9f;Gjcts*Va+>4 zHnt{nroL{ih~2syTN!-KVgdi0H?}nRszofIARB)%_=?3`EimCs!m|4ebY-;Q!Yw1P3#wNyIw3fno+Su5bwPez3Y-FryErA!_hQ>y% z#qk2&z}O4cVkxh&zOm=6MVIp$>lu5_nzLcCu`Uef_*rW^6&ve-aE_m`G@u%5(;8M{ z>Ik+;MZxGdkLOp7wTw1G?dw;KHH|(UYH2yuSi|U3q5A8p#_C3&3{~x@8mk%oN2qcq zzp*N*Gxdp3y~tnv#wvy%54jj=_>DoskA+-_{O&gb!;gkcOLR6?HvCA)IkBSOKrzx^ z`Ebat@cag%k@%sIvyr#4GqT~?A!o3rYh!t0F|{6YdVAGCIg-u_HC0g!q$BBrp(d4T zpdCpc2o;+rH&BmQlX2?(p~h7M`A8pnUx-+EuYrIhy*JdTR1G8~={=!3^T-Aw5-Y4t zy*t!}WCIn671pNS72=Yrfr_Nhzmu>xqhNj2Kt__@5h@n-ZJ;AbYoV5QQ4N$N>2Rq2 z4yu8cB)vUUb*SG!P0|njwooP3=xZP-iEjUtxKr}%9Hfc zQ2Ulw4WuXOC83tqQVql>>BXV?yZQ~}C;f0P3RPk4z6J`E_`;ASoh4K#@dY7!Sf#On z5+y!Ao)WuHQhE5}y-tE^?aRK$jAq9kPoF1P!DqeK%)? zoIQ@l|M!VwX#W2jg{KO47Op6qS~#e%O<{Gc|5wWYng1gHYX0&3ZTXAy$LIIL{Qnj6 z3uFDi-*TVjUdcV4yFGVF?u6Xlxy^DbVg0|n`?K3}$J{#J|3Ak)!rj?j&zS={9h2H4wMlBl)WTQ+@DJ<*@J90KF5v9aXba^aP*ewMbYDL()r!_+p$7WOALuHW8M{d1Lur5P(~mPhrv zczxlY^BGetrVjMFcy*CYww7GW>*BRVHn+8e^166sk96 zx|r9+i;Apd%~`+L#cK-xOwaJGZR2(Ef|@sl+kuwQvt7KL==+c>*gZ83~J7 z@rLZ0f!&O_#f&&lcFn+UM$BSb^vSLs*f}$z7E_T~Ue}E5W;hm;YkFNXvYR2SB`RLm zjO=Dati?UAYesg{|Fjm%c^xydoBoHj=zL!1B>E1;^xv&HTNXPf!qQ^;Z`O|UIwycq z&h%d`;k~-f@%o1|{ogCt0dr(Tc8)Xni^V>SKRU-6{Mlj&-*V>|gFjjH#Tl}5w80-O zD)GAP9A)qai_*DHc8)aoy+zOYM0Soa_?^Wfu7S?s2EVmf5GTmaVFtgkm=_z$&P;<} zTf|D~vU8}xuPnM^3)wlu;FlJ&A}Kou8=SD1iTolv2N~>IOye5p9B8m(G38t>I|mq? zV=*aik)8bweqj+yT6&%R2*vczEyl}UN00Hu^v|rtT(4t>c+)?%7EO2^GsK(zi8Uu* z?9dPoC;Ve;OB6da!b^$iZAZv z%#xk048CSDEw+)JEe*bEG3B&n=Pw3dv6vKZ%gz=C|79@|neBBpClu3PwisW`>uhH1 zpVne&ud}JKm#oqG-o)68)|_myvoQ?kd(7J6#m+_`obRTkRb^*G`b=l~D0V3Co$o7U zX9I&TSnLxE$jW<-v*SY>oO)mh5uovdDTIn`Ox=pC#@af#|IVYJ3tz{W@@w3OX3nk>1LhjeMj!7}Js7!kWSSnhu6^q&KtDZ*WP14I)Wpqi^L2;7)oz;u3tU8EJ(o0#3 zSkbP7>?FN}wSdX29dsw@#jLbwaR=c^dJ$_5%T#wzo}?GDx}r~Yke;L$ux2r5vV-;{ zJ)bp$2NpYsPtx;P)1s_8s87;!SyRqes)PI_J%=?ZURNFTC+XR&G#{#i0HqUo7AqDl z?jS%3|Hg>P`W*x);hBulsO%s>3D01p>i_{t*TLzG%Ily%={h)#Z6(=3e$pqOiit30 zx$;SSst)>-zRbTe_F=|E2L(!c3TsIeR0j=8dNQjomQiz1p`<6VD)FeAgAOG#hN_s47-pQyr2vX8xSaVpya1M%; z^k`OB{Hf+3NlA}l&5GaE95gBEk*pbUqMCy!B|U;QjZT<@Dy1Lf;jF2X$fUEOo=a0mxp!g~z-jKm?so24?lSIVH0X~qpE^%(+DC_~SQDS+F|FiKQ@c#b`@dx79#Qzqbi9G<; z=Dh&lj6D^*BX$Lk{+Ef(9g9XMqHji@ir#_u{!fnXhdlrWG4}VIU!6~!e>x94H#rwN z$2)st4}ic~#PP(h;uG;t@vyiFBmblSYv6DGk7^+}aeY*_<;fU1fr%z4PSR~yU2&;u zAvsC6X3YxB^+9uzZpE6x^B^rmC+U`~X>qV>p*l(b!kTiakpxrJ4rWZ zP2er27Qz$PPGvLJ_*B_Kc@l2Q7|Y8R(vxr#Mm#IjLVFT!%!uijEyO3yzuAa!S+9lq zq^WotvhA!|$WQu;Hh}fsbH_yX7W$KPebzoanAJjnlCH;E5|}N80wrCS)u)+CNKn#s zSe3J;YN0_%*JhP8(FPGpx)!S!-9xodp`>fF7DZjPkfEe&uolExs)Y_EU7afhOlyG@QRV7)iyG5fM*vb2H;dOhune5qO{ODhAcC2^i= znJld=!|IDCRm)^)WocIBT&G$lODjvUO6POcGFe(#lGQ`3woH~*mSCl|^IIlMD~q!h z#N4W7vb3@oYaS1Fv`m&(7G=%hA;Ff((#j&NE~b6AOqN#qS+kgL+A>*MDYIrG&#IQm z(#pcDX_|j%vb3@gYsz^+wM>>)7GzE0DW#Ul(#lj;%F>p}(#is?bRC#1t<2Ae>Deul zrIq;@F+ICwva~WUBX)6YnJlf$!#I!EGFe)g!nUAn=`0nM$*|u22b=;^rIooE`>?%H z%T#G)F4ht@*l3w5txRI|u}X5wRB5G;Rf&#jnJTT6SS9`HG*w#hSv_Z1wS2m|or+>D zM!u3QU8SNTSqn$VmX1M65}DRAJz7b#CL(9amg&(-iZwp3Y?&Ud zBpI=mK+E)KCBYbVWy|zvCC-S)G+L%dD>25R*D^g?iLzl*uj$c>1MA(8*i5xdk5&XD z&ChR{9<4-JOPHD7GCex*C#x^cQRAjZ2mWAH&X#K2^yt9vtTMW)8aF*U@EfZaT|kYS z9v%3VwJ7dT@5{X^fj59r%ScPilH};Ahqx2BPDpM+bglbwyl_n;sqbku{5T zXvR&C4*bBH!Qg$|^yt9%tn{?b_!0Vo9r%tl<(#X=b&xs(-?ApfPikBjsWb2mYa()y z95+ci@HHzQ(-=2NI`9=Ep4J&RNjmT)BZjBrCP@b-7#+_WKS=+3FwkY3%NsvX|9ddd zVOva&A3$Hd7?=a=4NnhN=geT{y`>SGh7@qLVb%BsZC zYJ6{_pRnSs1~tBy(T`a@3_!;BG}>k@Vl$fYJ&d+k3)rb)e0QVctay#A(Z!kvZmE*c(#lY)~&idXs zg=|_3yvBHh9N!X_at2;y!?q3Ms94;f8+c{LGQF{B4 z2;?{#mhhhzaS6zAG%Vpu7M0jnj-z1-U$iJiLyn_i3CApY;ww3hh$U=VEINI192HAA zYO&xfA;%H1gfCdkJDbaKG%Vrs7O`Q197n#Qip5wL{MSj>o5 zmYg{5Rz|T9xo&i+Dm$jw4kGAF@~yf05%zRl?a8eQ~86N2(ImEh;)SNL9jF z7Nzs597n1WK4{U4&Mn86Gx&hTqLY>5h*kQ?`z;pmcI7x)mGC}`d2ys1N2(IuYcVIT zm*Xf^!h0;bVx}BNs1n|7F)LDX9GyydmqmK7X&jkKc&Ej*I7yD9QVH*{m~tMY@&8@o zs7Rq(c(d?y;jY4!h1348@BbHazw-P4H2U8+w?!_dt^7xE}va6>t=q;e3Ti@JeavQb5`cC%#N9L@cjQ|Jpcbq`u+6t=?8l6 z|L>e$FFh?iPdbtMI`vL!Bz5=y^8Ejw$qv^4dpdbn^2+3C$%B*ICf7(Vne0nO5_1x- zVfO#+iAxeEB=$~h_8;s2z4~A8{jVBdEUsd|$3BbwEB0vYme_@{V`F>7HjXWi_5ZTH zcm5xW-W0tcdTeyh=%&$?q65=aSiK)tzbE>n(hx#I*Ad_I@ff5h|-CS7)I4}eTdQtjJTUuqxeXR z((#NXuSV&S5~btV7L_#}9-?$CtT%^lEmbq!Q96dPFLI`;9fMC7PU&dY5*8z?neHeZ z#p+|To|@^7(vhqRD{|CKca)A`m3U~rX1b$vIID+EfNG{YN{6u)g(GXaJ49(FYXM)b z&JL$^C}SSmM%8q8IHf~a@iv~S>F{t$2eZ23C{@$t;gk+y&59LOjnV_(@PVuuj2CJY zAJ79>(~-|)&E!XEf7aBFvZnJxl=fpx&M#}aK169>#zbD$bbN@?K8)CDrl#9Nl=f!C zNV=xeLzMPnj4mr{x;#W_Pex}ouSVg4OJEPit-Ts$2QGo#*)~u$6CI`9V7(c0k!w`V zL`P{?*1pJxs%E02v9+L2YFwreIjN;|N6 z;$&6R(czS~XDwoZteUP4r?eew0Z&cVbaptUZCUdOwc57kWNpKm6UV8V4iBfaHLHuY z(`vdroYGdTS+RwxQF`EXZ^@d$LSZ$E59nW5(|EeRhWa4gf;AO6L)MTVNT<@~tjQ&1 z4f#R18Dj#kdE^J-ri^qIAU_BVtkD zYcs0IEvkn6AYF@9;{BQ$`h#>$Ru7x?)es=0Yp@o@x~hf*AzhudfM@V(h!E1%So2s5 zs)h_9U6qyAVX7fSNLOKX=}$n4kPfnD>FY&|kOr(7QuGMv%B< zV}K^1YhYPM->V@>=r_SMwpC;eMM9rkfzhRb)wm8*H53Vb?E{S1oLJS6B&6uB-iMYV zm#G?>gmh_EpMFw^64Iqu6_)s{p-M=XWR>*W6M1gl3c%_WR3&RWD)h_%IyF2-8G z0I=VQdf?zQ<0&dZ3A zbZuUP^DyFuN^Kq>u7W9yb9uEXFkA(b*;bIX$>x*ihT+X2x(fDFwYdqM(p-#vm`7Zj z%jhK565jo-O)}cYO3Sp?`iz!XmDoYmN=AKFiLKvizEQ>MVZ+9nGAdb%Sjwm-je4vF zjPYxp(IRU;@}#O2jTTt(aEz)IjOJNgymwp68_lt1>9=H#RFquS4D!J>ADU%MV^y+R z)@X*6R^zH=jHX%jMUXasY>G9ppRA<}CK<6LTPr|G`QZ z!LSZk$N!yGiDT5TE?CF^ja51;sbNZ3;rPF@dd{|Lm?9SXZ`LAiOAhOdb^Kpg=^_|5 z9qa$hO1}z*O~?8_vF31T44aPie`IwdH>zRNvHlONSu9R8tUFft-?L^8QNt!<{qGpl zxaB@f=H6uufRV|Cm+cz4u{iSe)%P zD{VkHOce`lvEn%jHEcT8A7`aiyN6B3`X904AvrZ{I@bS?H5YkG4V#YjKVWsS$L6r< zSpR+2EZ%7vHXZA~$C|-E62qor{dZZ@$ckapvHm-(DXdUEY&zC|n>C3M&am!S;lIV2 zz?GphR`_o+A_|6e#R~roM!E=e#0vj)My!f9tQ%JNuQ57NZeZEUIE~Y{Gs_B^6TU)`FZlm+;_PTbECOB zRscLNcXV#I+=jX7*a0Bx{^)*$6#yS}uXWFI4|8{P*Kr5jDQ+VBZT5rg3)u&=*I@^M zBe4p=`q^c(^JUYS?=tUap3mHm6#&o79GclavsPxA|GEQkUHY8#k$3`N{q(Zw`O>M> zx2gA1&!+B84W&*`9h}-WwMJ@5tN`F(1%P*w&m`|lUY-0~@-VCbu+IOO|Npnd%)}0f zwekG_I|9~Iv4do*j2GJVuxV%|C+I- zVsqjB|F5F&MxTw|7ri=qR`l@b&i^la0MHtMOXA6YM|}AoPyWyRk9z=eOkanhf0t=? zjj2Rjj_J!#^zY0VcjTD93Pt};j98<6Okaeee@Dh>L5}HbQ1tJ>=nQycbP1+K|MraQ zd1G_|rbPdCY#YcibNTge3)2ZWZ4%I2e*N1p_8le1%;nd=HDl>8HKs2=r++I(AM=35 z^!4ZTZ^^2#lGqqsfWqnj3#-ICmt$rO)xQO+Ck|9&dJN_CZ_Zj2_;d9j%IV*XwSb%5 zV|oHSKj&k}pX2q>FHKqqrPX9)%G{<6WBlGoc$eO`p zP-8Tf!gsL&E0$=NV`ebbzdmbfZ#iZLQ~m2PCKr=qW-!&iE@L9?jp@Nux_=!;TormO zCHmK9!#HqE52Zx^T8vRC$Mi@_^smY2Eai>SKnfSY8jLU+M&SZjoo#D5rUy}?e>Iq{ zziE@UkYlUSH!1p8W$ZgZjjd|F^Hms22;#9-j1IE;2*t5MqX8@34;l-MuFNX2G|AY? zMpt6>#J|+oN=8>?EsAB;*osD1U@b)6S7R#}U7j_Mb@#`XH#&ngN9S*b(dn!%{@EUz zZge@;Y~%ttwj8PGUzRmO8Y>Heh{W8Rn^N2U9hWW(=;CCwMQ1RIvY z9HT)Lu7JfEr8h=HC|m)Hu`MXa^Z-iqFAD3ebF{u3)8i-6zX)UBA!^JFpZfb5OIX5t z%nYCU%d9@;B8{2hQ~$!ON;qoF44?WJVwGYyHD-oS{R^^sco1kz51&N;RMsMX3z^YV z{{oDK>2hoV^X<>in4e#c&2Ml%#@uRhY(9hYGP+C2v3U*7!|pxYzm>% zKbbL&H(kdj8=adqCB9W-a~qwDHHkU$V{@55b`oo18#y+~U>{@Lmt%bfON_CoH&!A{ z_xp@E`M&u;#pWcvF&aDJkoiCa2$JRk-mx=F%7H^k-S6cukF&VN-vG)x)r9%nY0Q z)2v0T_&=tHO-_G`wLrgY^tj3CPqOB5`+7_doSgmyYmR;?=#i7tA7^#3_x6|`IywC@ zRy;~C$7t+?mw%KsbBr3J!4tj-hY`1f)tDYWIsJk)Z23>t z#4fUVvcW$X<8yn>lL*u0-x*`Fd7}Bi-`H>$sCk0HUl~#T&EtWXfBbL8xYs-mmJ;P( z*!pDiSo6t0!+JC9R+Pqjm#d~3GnKz(^_;9~nlV%P8`dJ;t#0ZulT-ehwSWZ#n`Y2d{)#n!f@rYY6(hm3uDtEMhhr~Cn9 z3DZlOI#r$W`>cNC4b{}G>XhGORal<7sbkeCzsoAIg;SGi6+hH>SUoJD+oWEFzRg<1 z@0O-6R;TTF=laA zbh3)_tBjd-Rnrt}`4z@Ax}s@{wfryEl(<1PO|h0=W=%#KvZ;$zl>f<^SWh-}u!{0a zj2QDZb+3x@i;OYHYwBE0m&X`!0q9s2ch+it@9JC0r_|RLjpW`uGK6O0_(~s5X;LQ>x_#qufZH_5yteYvZ+&5lpkhHO_ohvs-pZ5V^Yed4pmW} z&6vOoT6d}_*BRq@?dnWTmuE5JSHF%_QGSpuiWjeG)baz2&J?dnjfxY0KjU0plL{3l z{ysL$*N;SQ6$eBLUld-!`hT|;E-DDl) z_YzkBzdm<%?(p2sx%G3j`hU{>#(mcv!TNufyC=K*x|_QzxeK{&_6LmopUd8xt!7Wn z9+=%ayLxuXY+p8#nUi@f^F-$M%q5xQGkaz>&dkWnpGo1J|97zR|DEZ}(kG?&NpF^3 zDP2w%Q~yqVoO&ts5T5%#FLhLEm(+TxN@_CJ{p%)QPd<^n4eS0N%X9v-i60XmB}Nku zCa%RZ|1%TYC)P|XnJC5oh<_G;IsPzK{5v;(1XlfDCq59L9FN7m!g_xrvAglS|EaM9 zV_U^mi7kTF{(ixpf6eHF(QBe-Mh}T@8(kf1{wwD<=Tqlj&SO~V?;__oXHRDnXL)A< zCyjUf-xVX`ZgHhJ6+g`X{eS*!#240Om~t`ARx@{4i;>sWZ1fk_WtehN$c1&(Yy=qT zg`wuxP_t2Bq!)ym+rpoX0;50p{7_x2;xQWuMtok#*~nG?Y&010xglq;YQ$_r81XqF zr?F7QY*ZNW*&(OI%l>R+81Y#lC$Wv*Y;+iXeSZr%v7?%e4kJA?)ObnFMu(A}5o#>1 zW~0MMPY*R3RkP7yq^E`IMCELR7}f%ra%!lqoQ)2{S|C&Y8sY+KHZqJp{}jUBea)Ty z*~l>ZCQc5uFH-aC2r=T5LM}yK@asr1;uAy0d)|H>HAZ|w$VzPC*U@9d$A>JPgkMLI z5g!+_=dAD75oN^3hFlc$`gL>}@i8G6B6IvY%8dBvkn@q}{W{u=_^6O`k!Srn>Wuiv zkX`y{exTj ztgNHb=<3)n#Q9Vmkw%}tFQM+=%A}Q59g#-5PpH_ArjAM@-8+pnY7h<6LQh!r^MNH*eKL#Cx->WDVt zT|&-BUh?b6HsYN_*4GBQjd-V!-N<`>9pOg2W60Ua?S38QM!ZAFctg~$Bi)F%4>^sc zuj*(w;_X7l8{>W*@kYFD$Vt3KP)EJd&vl!S6I-h~>Wy^kQ1P3ij(Q{AD%4m))sb(c zTZT&42KtTkFQGa~Sx3OpwXsF01zAVG(Y3L8hzqDX@{K-!GeWcL-lU4EBi~3j4YhA) zRY$*(ZW3x~55JCpqi=ZQQ2oe7ejN!%yiv$1@|0gk#Sw29vJ~_9b#xr@1|fT5OTUhk zBVIq`qPWbjqvnX$3%MXp^Xuq2;&nsL)2kIlN4!qRIdPp|N7E6n9kMH~@$0BM;=B3s*biJT`klk&NkYPbk$H3uBs#M zNLL9p9#wV39qC}GbY&p!NP|$LORGBSj&$WvooTX;yrU~)rBK(Eb>tmg87qc}uNHYn zpT7d3nZ!5gK);T@qi=ZmQ2Xd?qwt7lgj|Z?hl$1`o*uFv!H*u9N4#9fie8ooJ>q3U zmSR)Cj?^Qb7P2Sy_3NlT;!4Oxv5#M`7#;|@An+S(z_6Z5Z@!y6{gzqA@Y3N&=foO* zeQCo>h3txL{Q6Rcmkc>8Cj0dz4KEQg7EJK#OBh}}|vI{N6mp)rVv^y$ zkaP4eO`qXX$SyjvUNY>5oQ>S=*L}k(N=stlw7Fvi$fQ*nBs;SO{%&MXfY)lsv~8c`WY8T zCe+EYPW6n7BOT&2RoCq-rlbhzf0%Bwy`Y09+DGA~+u50t2)Puw#joplcBaHb z_9Nf;bzRTSlvv10EbiBJK08yQAxrVPU#EV?mFI-)i7)*+6*O3cT%_vM4ed;cgj|SR z@7GO4PyRFHJVqI_OhixqBjjA_(pRXPJne{9DLbl*KF)(UX4-8C&7` zvrI%!{&&a}qq9szPyQw3l&JZ$OhixqIpm~RMa|L?EhhgIGKMO%bVG~DKZY8gtY+zi z7L$Jn6|?bX>4HvA{yx;Gnx*?$O#UuJCnjf6KBvXxZ$mA}SrpGHG5MPi@mJ||7L&gQ z+DVyft68R;Cw~Jb$?{J+310PnibxevJ4_4WYV$X(uD(9LCk&bG5J zWgo^q02gMD%kGukEW2{HKkH@w$aFGqW*V7$GFM>^z)U;^ux@5rW?tM2_%8iH`i1m^ zX)_04*Yt+z8R@C%eCpTKXQ@|H|47}Dx;*vQ)PbpOFbiO*)Lj2#AAlV&3!svmH<`vN z03YIxz^ugeiE|Q1CU(IpfXgQ4#V!Ef#NUlS6Tc^3jh_}jD85a6b-f0lgFOJ=iZyUg zpc*?JYXEK=TO+n)tS=Uc&cO}BjKq}(q){K`h6~o+bQ+UU70;x#)BCEtBs1qnf(lJ&K&*e@a6iJ(`Mci+m zKqr!pvKE}x)dVt;^aa*Do^+o;C6YeRnseq?6Np68=U83(+t7%l&$4F4Q)&WCs6x_*SW8%ZcLG&NI-AvxT(2e&g`{;>C6t;#6Oztim6-E5 zfg~h-kkxY{Y63+_`T%PY%c4vm2ubf}EjZKE1bUG4KGwW5Sxq1ZN$+LNIV-9O)FA0S ztS%PopFj+f-pxu+8cv`EN$+CK;LiO7Qjqjc)-)D^nLr7W-ocuR+$bjyf^>3fta#FJ z0vSj+%!u89CQyNdw=-e~^9e*C;cbj`6`%nLZ)J>@sWnp zn3_NUl3vTI@UZ6u`j7M)R@y9b0{KUJHLK^~Z$tf&Ud39(MlutKKhhyqT8Cl+?MGT= z&0|)@1k#W6O4b~9FPcF4kzT>-ij~y_!jJTF)@KGMIlrX%mk z2~;1Qhf7&gN2>`mAARU0jLFCuastUmA9^usVo5oH;3K?<5v!3*AomC_WW;Ql3Dh3p z1&q|(fd4y+LRL&uC0*Oa>hD8}&LQWv?2v4`@MHiP7 z$UDN*EEdHLasqKjc&fz$R+gVY+7bTMVm|VdoIuzSo?>}w1Pqc_RQnHJnBRs)kTI?pf$T`B}EvB4DWEU|}h9^#E9ARyqVi)y> z#qeevZfQ-~MY_?Ka@Y#X^k&CJ&XQfE8{tfgeGx1ii*zGA)M81TD7z>(!b2?j;(OUe zxDg&~Q8{Qm)G5mP|VoXVtfg&yQ{HXti_UEcNb$jTf^dq-JOl? zWX(wwyF0;fzIU`Xso32Sg!8?FrIloN2l`BB#`Y^L)0+&3c_7{G4Q^+#54*K=w==k{ z#gZ75-E9qSV-YLN$nG`(=J++K5iXr^!i4LlC5nGi(Pinp>)32vL=gNL@1r_H7zaUb&;U-nQN@DOmFJj zOxZ<&(wDcoHLN8gyC_h?)hz1MjRGZH)uJz6kX;lg;VKrDbBgSuKnVve%IJo&ivlGK zEb5mx5|nUdi$yFn&_#n1u4J)*y%oDiP{I{0=EeN7ivlHF!D5b<)JA|3E^pBl^U5yz zlW>Mb{p%e0NjTkNCi1%MqCN?ivxr&bvWxg6T-IXB*-3WMo`lmZCdC!9i}WO{SWHCD z_qr%g`oRxa#B`@Fx|0mQYR$=rWxXz{lWb{g(YV(|bCNA(&50MgC{8-vOIphoyU0yC z-Ah=S>UGhY^qGs><;o{*BfCgV`tlaD))%=(c9EKdi&`v2UY1>?CgCC${Rpmbq$Xj% zMHRuXW27cw*`kbmBD+XU!i6n*cr3q*)+AiWVo}^8yJ$_q1uYf?mMceU5>B<4ck;4} z(j;8KVh*bhbP<|_^ILR9M|RPfg!5UzSuAcV({3oR&El zPXVlrbpWPh5||C}Uivxg18`0Htn}e{3Sh(Z3YZTdQ-7wqskg8az&&^l;EdGF)J~WY zuv}^ZtONLSvYmV>`Ec?U%n3Llxo>hStOc-ia&j`6_>S)ZoR>Hzu}5N)#EOZ969w!9 z@CoJxJQ}|>eo6c!>;$ki?gA_sN8{oyfLROh^4KY{{bO5VX27B`iG2V+jlLXxq_+>i zK3EHImFQwo-}%#-D=L5hJ66cU4TU$DSi{5iC4tq;&yQrXA(tp$!PqxbHgPr5S9v*O={VIi z1FrIAj6NQ7YL@6jo$}vV6-`dm11_h0DXSFwsHPcll`moSut;80kGP!j#jHi)s-|cD z+>2NXk$~p6!a@uluwyv2a{WR&4{s+t@RxsM^Dzj zy2~e7D@E>;qh{b$KGC8dc}|X+fmitiiwbL?kD7s3`FM*G1H@4?@G2i?(GwTSQ8Vx= zA8WA~`BIMRftOQ0#$q9IrX1BHFQWr*XKo%x-ej48O{USxeIwWQJemnHE#xV>vq0{N0CIOp2^GdZ_s$ z53!io$QwPx*umD~vN(D$S-O0XwU{@0kom9!En(l#(F2VgV9jxgqX)onuJ^a*7Dx97 z;Z*NuX|gxEpZUyvr`cg-;EnEUY#(cVyUWpi$ei-t*6@UlH@dg^z`ZQ`C(6;i%m?mi zO<|Sj(LD|BVNphIlcReW+})xVxyl>e-TaZeSuAeojqYY_S8IhC-srBzcCnT}&>P*w z*v{5+C&^Jg;Bv}4S#z-y-6)N?a6)&qnBChOr6Ct=2Wy!F<)|5RmAAK+#t3E9jJe9& zSxkxF_8%6pze)UKi&5SgXrdzu<*#;Yo!IBeTz?wC|V6w?3n`CUF$tId3nv;kt z(u&{%Ets6aWRqb@CYvCMoa4c9tGgAv-|n7y^!vT_{_B5rRZrEYR?B)P?Dv`O=^jws zmOXmckZ_1)uZ2UrOGr+3Kz3R<#5;#H%p2HQ|0ico3_Hh3-oQ+4JB5bV=mvI@W{lo3 zw64gLd|*e7JA{~vyu$}}(71hwm|4aLw%52_h?rN#2e#9=ZHOMjZ*W_U+k}`!Y9H7} z>b>K1GC1|jAmFY|#7^jA&}5liRr0o`Jao)jWy z5Ap%sVvWY66Wt_v>@Gf_TddI-P12Z+;FgGZDgW!^L&Uo>d;sxMVj;vd=06W0UP{b| z=teH$1BjOr$Ay@RTiK2{P5V&umk}gK(>^)Zip6p zoDU#cN*ohnBJ!O#fM_YdeFXIDjN6ag`7~JkA+Fl9ae|h*>s<4FA=>+T1IUrmcxaaI4Io8I^FqVMumi}D(z2nM_=}1JDJ>HkHijKQew3CD z4G(<=kRGMEp+#}*ksYO_LNj`@14xeYI447!lpR2Bl*ic#spt(LG|Erf6T=P4w(I z0c1t_Yc@j5Mv%i07A3L}Ggv@)K&3@vbR@*Iyq~MMXpH(RM3?3H%Q`QP`ZL57Tc5wI z^Wvy>h)I^#^Z)mWWWLM1lX)_8Yo?M}n3Hoj^|0kgH59j~?lKLR^ zOzQSjC3Qw>PHLyrl+?(Sll(3Daq{`(UCFDk?*BZj``?pXH!0Bbe~oqjA8~GUO3n$+ zepvah;0(vkf8W_}+mGA*_Qm$e_H69?H~Ig1>;D{#_wR1`);d-;(Mo)VHUA$-T$eZ> zd;ZNzY?fFLtNtX!DRxopq}Tzm8LBK zvGJmDuTeG5GmbH4;cfr1hCqk^C3~GcjP?F5WXG|6f)+p5LPEnlnyFvN85hBwI(m1m zg^VWo^A2a(leyNxnm_AshV7keA*ac&{MSN27*lA;d|2x1)F!poJWV2{u#T z>8Q(FNOG89GxhBbju$OtIr;gwBnI!h?krk}b5h^zX!n`9780HOM=bAX7pAzi5b7kq z(cv76)zRl@4dwQ@IxMo#cTI zXIL!PLc){$a);BAM{+G>JjpM0*o|DCYa!)HezC*Y;wsld&XfE?hp~xWu7#v0`S}hz zm;~NJ)|32PhiyzNZ6WPRezwCH?a8&a(ELn?6YS$$3z1KL_0t_T@fu+Zp-&!#WgU)> z5iO)XsZVtjn+dm&`=mbEQB3!4A^AytqN7O1Eo47=c0AtE)p!fxPo5o*br5F<(x3eN zqY{HxVdse!0-)4KI@*0ku7wOJ{}D?&+7)>Y3leF5xWl=~AGsEip#18GIxHAY17tzT z4|bTd=W{KjLCFtv*fUniwU7rT-{0Y^f$JNIQ1X2p&KOg2Eo4H;_jWjK%*(Zq3MJpu zVb?e!*Fr9oe0PUa#>89;$x!lL9Zq7BU<=t$@|_)a*d4hR(xK!#IxMH=wGa>`-`-&> za;|70Bg)_FZ5>Wb5-o&8ske6294=Z&iBgwzG@cYK#6+pLbTpO{Ed)iWH+M9;s%Rl9 zO6~8cu{m!cEXs4E*3tRAg|sNojhi}njA*T;KYydd;4N941&ECDpZ1TAc1NDbwU8Pm zFYa(x()2 z9nKo~0TCi4_jNd9;DSYrlzdHx)5h+(7J{VYt2^u(*XLS@l9I3LaLOp=S_qSpuk3Kr z$mCjxlajCKu*3GrwGb#JS2~R4$8#-2O3A$)wy>&S3#n2buFE@|*h;jJE2Uo6Q4@z2 z$x`a29hD~svZd5ZIvRr_T}r*UqtT3LAzwM))Hafdjjv<6fUfAIjUN{*<43&Ilhq20TZV*9K@);d=n8*#Dq51R<+w9WZ z;OUxA>#${fn;Se$^Qj$9utmASQ#GH`VG}Q$44xvHO;H8*&;=6M}Xvwd@e^EA)xu*=rU4bIhkScg+=tK8sWn&)&F zQ^|6Jb2J~?VF&ll!5~i`(qWlP2ZKC)aEGnv>bb!nPao9b1Z(65gFJm;hfS;-IH>Y8 zn>xG0@v&l1#c4M6fQ}-045~EErtaTSyrMd&!Ze$@Uq>+zJ1Da>&X0XN3Y1A2=f^%B z9Ge>qa`fI3!|8=MpMxB|SBJYJ&*uhJjy9&w>TnlxbAu{K8&mh}a86znDoGnt_vo-N zHp~sGC~ZvLy~8}ZeQr=@X`HFMb=ZsIw2^5VylaQE@|&nUZA{&z!x`3-8&rYXn7VU^ z(=3x43=;Ls4!dmK++dKXcj|D8ou3;F67`N9PRg?>NYp!Y*ol0Q8w?Wl_8rFNXSu;3 zQE%5_E4p=VFi6zfb~wRs?gfc@n+}_iyTzbN)NJaE4kMWkszA-AZrxG5H8QC3G@H6r zN9FxP#c4KmdPfb556U!+^JB}70%exQ`LRU@NAf`=X$*-?-5eNfbg`QlM2^O2-_*?r zyRn4jAY!!CX{2(=?m@(8sXe4QHdprlcgp$yy8mC2xjb`vW^QJ;OiyNPrYjRkf1iFY z{dD^F^cCra>3Qj0)5Y{UnEn4>tN`$a`-pp!dy%`qJ;a^qZtAX$_5X)bU#H$oJ(lWE zU6MK_b#Q72%>5skN@5LwCRYEuKY3m9g5+_@{gc}!H%N|1CY}Ge{{QiK3b3^^0ptF0 z`)B(DtO9VSeU<$;`$&71y`^2SSGMC=|NkTFd5rpB6RiHXg_Xy=e*^0Pyq8#(xGhmh zoSB%1G5^i5{{OIqVg6{YFrP8+Ft0TKW*%woVQyxwhm`>Sihmn_JN`ucmiT4y)8cdR zEWpS5|GC&-vF~E<#-57Z8taXn8JmX@|DM>`ST6c!^qc5g(Z{1V<7vRD(Lo)f#(5B*^R9H|J?mA65;*o5HY?CbIkNx zrQK(Uetm@aQ-pY0Ec(&t;JEQ8N%1;|=trX?^$AiD`9Soe(UJN%DUUoS`qAk~eT>wL zJTLmu>PUT*G>ZZGezZDLA0f?PY1e+VI#QRCVj`jFN2eq8VNw@sH20&?k@^s63d8^X z8)|)!G>Ij``qAdduYG`2Zd%rlE=TJ9q;}+7-j5~+7XZhu#KEu3I*RwB#gTX~VPYKb zM}s2~dlCm{b+6^Vn^cOE3v+EKUy1!*pN8DXgBXiVtnG(a^|$C3YeXup8@X z_oJbaik*l9MJ^QmXlSHjC*nXcJS6(j&`8Bj#DNNIZq<*5Mk;n94iqmCi+*%8Qn3?p zpm@M6`q9!z#ZJV5X0d>3KUx~8*oipM3}#~YkCe(db|MZmjepq)jo67eK=(A>k8VbO zC3YeXFm*idM=v80I}rz%#Nk6HBN00h2k0Cx`q9V8|2(!L4$zJ)7yW2sq+&DTKrL)A z+>b6sDmEhyG!Yr%{b*w3x5Z|}fts^dq1UXjtTzVh`c~Q;`dJKl&BU5Ep;BQJ@5 zv?@~NKE(RBXkn|}esn5Q6By>`XZqX9jfl0HC-VM?M!65M#yICSG%4~2klPSz z#B84$S`>+L7h;WAS-FM=MWWnjM_uAwcFdNOGjwl=MyEs-j>AJ$)+V;hLtNm}Lh!&(In zb`5Qb{93vFuvX4~6*crFQswr;T0QonsG%{DD)%4Oinl#Q4Sk8!V@Wd@60V^wk^cy} z1F`=kQzG#gLU)0vp(T-@mpc&auT0_YRzpW3Rc=A7RW7nwLqj6J!I7lS(V~WS zM1JWJgmQ)T8oCjwhm%^^akYkKMCv?JY+T4|=tbnWol9z-z-#D4BpyZ>AI59wLnO{2 zl&1i?5Q&Ep%2NP6h{Qt(v4Lp~9f&*y4kk=`HMAe{6gY@%46mX0kRLv9BYL%SUr{?y zqQPeqc1Nxiwb@z^Anl6a0HX7dU%NkPj&+F|IuEJ)kqUOMsG;+ax-TimI@&d~9#Z!q z_3+kU4ZVldy-Bn3`=a%bx)*6Ca=oab^N>1=G>sMEYiK;A?n&z6X@3oUhtxetQ<&UU z+e0ejyOSmtiW-^@`K7xN%Eh&7=sBeBN@_=N#-inrx(lhr@GC>dA$4cc1YTCEq2Z7^ zlhnlIr5gGT`6KK^ioXRlbQ=+Dc1X!Omg)KsAL4Yli$}Kl)L4ch~iWj~`EeNoilG>41L@fxgn~+-A zUZNHR*o{dOn0QcA0haM8q}Xktrt&M}8xdmWUrohV#y2FC_ks=OFO2aG2$2YCD!ej2 znb2^&n#`^^3nme+?dj}xEg#sVK;Wxs;T5^@B(QU zwzjRQ=xXphX$})TYbv`Md>pA@r-_;huLfVAlw<#-noO@a3)Um`uo8An=2z%g(kv^A zno6(+Uzb$AOIQmc>=@ECb`Y-x5q2F?m#q-BAi}Oqn!*MtwIITdCQY&nL@kK0qevY# zUetmJyB4X92}v~-VHsbO)H;dRRDxxEBw=DAuLS{i1fhu&BM7i-5XMuy76jPU31beg z1p#(7!YKa61OawcLSuigCIc+afmI0Scr_VcaSp6Zc7~`0;dLdL8Xul83~vzERCqP` zaMJF`%c7>ztHFnnc14CnZJ0h--K04-M%22sc99CKv076B*5El(&hF6t|D6Bb|If+H z%xscbJHylM^f&3Z(@&;vP4}kHNFSEo8E^lOPG{Vf`?>oXRsj5mTXIhfW&o_AR{#Gr z^=j(j)Qzc&QYWVlOl_CiAhkxy#vFh;)&RUWSxugoJSMqUa*O1+sG@)2y*p zF7apLo5Wj*#}hYW&i|>2LlQeCrXleNC&gEfJF!1vpT=H|Jsi6+R>oX_*|BY7lVhvLtmr?ZA7kzR zd!l{ObE8LNEx^sA>qonzhVhf}f$^Mix6x;uYaET)0Gng&|866~zGLsOCo$jua&|hK zBWDAM=E>@a6#m$tFi8c%iNe@PG<9|>{EL)FJ<-(Jt?)Z3p3aJ<&TfU@NV8ZYxv8^T z;h&@#ytdoa*{$#^X*%+!XsYaH6n-IfF^#9G!kba}nKZ>liKb3(g`Y^1c&WLm(_7(3 zQU|+jHC1{u3O|tASn0W`<6Gf-QpiAaphBQ8s zH+6g~d`*ajIGQ@X6}}?G7UNAF-wIz6qF-yu_-3=h7lbQ&O_|;-R`{H(D4H_8F{AJq zOyyL(>b+PrRem!HpOSXtnM+d#xWXr-UAS2_b$}~0NptLO(bNI1&>$7q`>3e{T%k_N zFQYUh+XzB!4c!$(x6GT%dxWe0{mT`k<>I7GK zi!_0)Uz$3>72YJ3TTC}qf@6i{r15omQwO-h8-y{FH+6t3yiSPu`Ar?*3a=3wajz)@ z9L|GR31ePU<~N)NuaJ%6O_|>qD-2+wNbt~gB5&#dS9qDQdn4Xd0ge@3BJ9G!()q3M zB4IA_s%Yx`R(OF_7-`Ye`K|CgDK}maO`YEg&yjjjS2T5gD?Ce@WfzL3&ToZhNHYw# z9-ZF`Pm`u2KZ&N!Z-r%~Zscdt)cLLO6ln@i8Jar36`mwb;_+cq=eNQWqz>NPY3lq| zc%0N`Of+?VD?CPO8K;V-&ToZBNfYcD(bV~^@Cd1iDYH$T-wI1f<;_6nx5C4O2<**` z^dWnQ5P`j^^IPFTLhO;(l=%%O!2^W2LCE-qli+@`al9$x8%~1zV8JWkyNIUBZ${x> zLcBC6nmWK0?jh}p{9812fGgZhnnR>&>Ht@`i&U_ZXzBo0xRaD)Tg;{oaD_WaJ*=7C z)B&z=J872vOEh(WE8Iqk@jB7e0j_W>X&MX8GTfUE8IXR?*ux)6|N_Ya^BPdu5cY8cFAeV0Ed&{TEb1erp#|R394k9@utjg zI0^b-Dz8r*Hk&t9fMbPg2)pr@TIaXI)r45iO*D0WD_lj2fjQCC`K@pzsbG(arp|AL zD@ZZLUo>@oD^y55!x7D#{JD%mFR3~Qgx1SRGsZB{8rl<8%QWtwyG_zVS zAx&X}wq{1_#iU6C$2G0>B2tGf5lvTXnbgK6zs;1^5~&rriZ_!|S>f-biOIa_XuOcn z?B-2d<03*l#&230FCdI1c{8E$e8MPh=%&W=2=N%d83*DVIG1oo-i*O4qi_yc1b5h| z{IpRx8>lCA4vSnVnugZDk#@_wJkxp>X%|*WX-2dzB*pX}(O9VUOj3beZyRT7J%g09 z8${y_t*4WE>~+yNUF&J2SvDvdr)fQvG=rx-jZ?LrLYg)vi^eHh7m&KfDx$GK>&c`k z!xN1l&Ynb?#8x+rAkLmh>aYhzBZ#vnkm8*W(Fo$~@uU`BIB2Li%L>PlCN|^^m1bGt zSVD6R-cVtd73LFSIjDxpvaE0nAzs>Rs3^+{M-xWzag}6Q;V44vp4^Z@7N^0Hgu8eR z8DnuPID+g1(Fj89;V}GP?LmLDXapg49%(m*Xc{WS8il!}UGjLV6l)X?Bh9h>MMK3{ zqcDe5V8^S5%CSb_P*RS|z9EAw&cs7VJ>w$LkWm(TFlpA9AsRuLJ%}{J-V%)<%pORZ zX2*y|5N2nSx@-s02*T_Eq$#$UXar$)f6^qjL23kHc0W=Fo9{M)FuO0Q&2|%wAk6MV zY8hLLMi6HACQY!zcteF*R@jTwJeD_9mSu%mgxD&vp`t7+>`910y@pD%tgr_mR?csz zAj=B76B@(3hRm@z4R#|O>osJG#c8lB**2mPWY}F`!A#M}Eus-**quqc@k(?ipEP*!^$o)Wpza8B~5 zkw-vYZGgTo0e+0WAALG{d-RIv!stA_?_Z3r6ZMS$8ebZ37>^h=>;-VTaTrGb zi-vyR|0}kfJ<4kAVzz)CBpRw+Fbdny?_G9b4b?9gg&CxHZ$mVKhGA>cl)PC64Z~KX zNsQDtf`(x_sS|lbG^Xogza^>7#)(GIFl<3;84rj?&@gOHnvj2Bf`(x;QZsTbZ>WZW z6{eBOD^2watk6S<0NzmT0xS50(HL*2Zh;kwgm_E3A)5tUX;TST_ZqTQz?HTs*%aPT zjRGrd0t@Ed9xfU|pRh4uH|B9QRG(lJrjT}FNxEkGxcW?8prsD8mve;o9Wn?VoM2pWb7^tI^-{z3;0 z!+25`A*m5G3(Mmg>?wAQDsB53#_mK0gGG$D4W zYmCNk5vRc@!Vz9WwhA~6)*>tLM$jm%2@B@e&JzvQC>Vv2gx#1s+)$l@Q5Zqm#p0r& zS_Px925C;lEY&L*h1E#~I+%uP7L3Abr1IHZLv{-|;H#2)Qf0pYU4=Bu&K3>TF&KrF zNi*_PR4s#1Scx=^?P422&oG?Sm47vGQa zdWIaSE&rScJ%b>%j2%TI=ovU^0+09`LC@fknvn~6L-h=-kR`>)Nh2$NTvo^sVgbH} z>KIrdO(;(T)iAJvOK2p$hU^z`8l(tU@fxyQz-f>q8^s$zui(J+v(#Y+iiYYHjDk(r z9l2OERI^|dEK)g&+ECqsQAm*H*i6w-?SfG-Nd?xCXsCX{D8xzSC~70F4@`{IW4NWu zmH~$=N}9z0WFzPq4AKndb2NgUfsv-M!ek@p86u>3NG4q@FQa)MdW_{hl<7^>^#KW5|C;nqhy4y6zbA-;$=W z{%&1&4Eb+JUE=^z*BwLtYtoc)hN$a~A^#O=(wHvlx?{+HN$RkBMEy|xlYK#IvyDYv zcMSQ@NiDo0URNCh%YR0i*qhf?!@%;N5@J?eUG)nr{|RB-;&s(7uzZs+mgRNTEwFrp zFuFOft7d`a>x9NZye@kM+sJ=R7&)8QWvgHr`Hwnyo2ctfA^+h9;ay{z^CTSXLy4H2ekY7&f8p}j|rvAQfkf!AK z)h$E*b<(7vps?GxyWR3h1(k|>@R#!>Z$lpSmV^4~@in2!jW>R6SB58u@-w9z8_VWthbg zuaSDu-9%l+S?EoqSxl6ut3YeyZzRpIsiLkEZT=smY59j)C))gCQWtGWT_@W74Wucy zuc+%po4=kk$%cu#PPF;!NU>0_?Emj#C+PM6p2^&mxh8XN<`}I1H$79xtdxnSe@w4P zKa;*AeI-`^J3PHx+E0&3bL;^4wfmO)q=N)9+l0T>$4e zJ3CXIbsTQD?Qie|;3@ld`%3i&z@GNz_BeaE9kqV6-p34p+pR0Ch1NW4SF4DX0KCM1 z6JI8lV+O#IM6Y@SV7Ek1Vr-(z{LB2-eA|5D|C#}ij<@1p#NWW0f45-Gzcb=<1?3CESu^nO?#YV=G(SJoh!ES&LM{kN=jP(ExiSDFU{!bf& z#^=Us#>2)xjFNGpae%RnG09lXNU&eAAK(k@K6X7;1UNy?0QjH(<5#Fq$(-}>*htU) z!EB-{RHkIkxr7*}yh27wyd!xIq32y81Es~Bv&mNBSExA2oWH?>nIt=kD|DK4&LZr_ z&GHJJCY^<(U6E%+MWso@Ig>PpNuU)KCk^KeQi1jTD>_d)r;~CcD=IoqI;W9(hAk>O zPdcZPX4zVzqVlBSoI;w3Tq7zfP#VqxQfwq5Dk@PL&dH=MmW`{ZNNG4Hk*1JoD=JeO z&WWT+tWH#sp^`D@1X66`T#>1g8P4&9a%N#g75!BshYw%d5yl ziId=PvQ>CR`WTwP9un(b)X9pD> zDxJMaEq0)&=uqkGMVg2_$15sSGG`X4xjC<>Ov#)*3DF!^RHS6i9)x&QR#AzPIlB`^ z9bQp^k~zB(Vp?HE=1H6byAr}=n#4J<3t5U+RF-7U&M^F6o&#ffMMX*G%p~j{$15sH zGG`~kt|G6fAjzB^33KyAMdwIo2SO2fMpSf;bhanu_%l_}InvpV)MML;ipr6Ovn?rh zA`=xABn@X9(hTMwR#cKSoEfBP%oD7rC}}uble+8?QBhgaaJC{%Vdis1g-OGiPMXAU zdqt*69PBMgu|J)t$UF(%g4B-O%PT5SGG}vA3zxRalg!zSFoA1M#YyH&BQ#xJQE8Gn zJ%k9u6%{6#;}gmgKxIkh6bYllc|}D@=1e6tW_T5uByj?4O1Pm{kvS44z$Rp~c}1m2 z=4=epFP05EQB-t@bfyr>*9Ohc45QpiVl&^hNL;n>!|1u>1;qMFxFGiA<~&l z%JBrXqC=!JiPXashKdf6jyx^(50+)OiHZ)9j$CU)YldAUDk?-8&Un%^0&+#ANW+m! zHtDZ**%VPxG174Iq$&9qM&(Gu8AqDLC{#rTNgVCk?vJ*@{Y%%o#&yCV52#N#?9Wh+*oA%8|@jn^2wtDn>GAG$9_BS5%5* z&L~2|^C~h#;uKhmFzZ!hgv2SZCK=}y6(E^25*EB|hWn4okIWfC*o`wy#Yg6>LD;n_ zuc-9MoYe_)_?N5j$eh&(#YVicn*PPDO2{Yi%BmVyA@rv6$|@RHCd}eb)5;oGBFt>Z zD=TRnPM99WE5kJoBXq~`$}o-HgehF4-5R?HllXJjCDCwlgid6UsN}Q?QtVnPDnctK zwbX{HcY>FH0)qeu_YRgMc9q03>8ajg0u^d8Y>B{CaIjTR#AD? zaN?u_PlhWhuo_N`l;iP2MJ87K*P^5z`&3k9W`!E0S+=&QsMKmWj1=1qib@b$Bc$ob z7owtLtNjl43VG(W_&t-6l;&&f~o*wlaH&)Hz7>>eOogm(a!wv%NaC z+W#T7*ioWar&hZ~nuxr>dsS*>_8_Ub9q(14mD&F$jHh|8%B;-(gAg&WS4CE4|BDd4 zK(9`$_V0vvzob_tR-4(s5w7g@%DieZ`=4a%^Inx!nf)tFzhgCQKi;dus{IRL_lcrc zg;m4;nXn5l?ewa&YS=%K=J3F}SH)Gs{*hGRrrxXaD&}jGa{O8Dm4THR_V=V79-sBf z$O`?AG>hjDy(+XC_P3-NJhbgqsnxK*Ax)!o>D95-{+d*s13I?aUy-IFm+@W|TbcbO zY4Rk|t5d7}1tE4m7ri>Q+Mko!7+34nsn!0B)WYJ}y*jnppOPjbKk{CcTABR`Db|(l zRiTyHO+q{$?^T(V*$qO>P3TpTmDzPd+z5JgVzoaeGz_m-CRUsS9}yM4tz*9 zlJ}~#%Ips&)0<|Kd9Mzu_6ox8`Lh4Nn;rB2J^ufB`i=Bs>6_D+rBBEF|6S5kvHM@v z{g3;F`?|Z-z0obZC%LoTZQaT4>aLagXR4lhIrU&_@&DTUFO~cw`AKph`2be_UxfGn z_f2k<9G_en^Z$QxKEV9{d!1{Y3!LNd{{IYTlCwH?{`)7^{eQu}$L_PwwU5U8|C`(E z+ufM||DE-YwJezbf0Q-LlJEbognj>hOuV0XI&pjAio`;^|G#UZm{=#_1@r%(z)FA> zbD?>-xw|>d9Bby{f8zcBcj8aRm!SJU9q<3ojBgSj6;H$cH~oD#T6{^yAUn*Hm~9WmiTRm2{zuV;`+rpm+m(qn#X!oT)oo14lTZh zSH-m}?W@qRP;V7iuCy;h!@Ap5T)5J{2o2l$RB_p2rBC3$Z{Sg(o; zR(|r+4GY0v#Ob_>%T@l!pM=(p6j;UODzO=&T$QaH5!3ejRO z@aira-wZLqR^`>5H7*a)jGX0FXG&!58zIKKyy{NcUJosX1G}TP*FwWyKGhwxy&4*p z@2zeR!@+(fG%s7-4upd}5Yn2wx~=>Z!(0qa=+|r}3@eK2HtO$=i=l}CPuxVMkoTs z&~UY=5d#zfI!B4>RQ-93PXuVopI}q17@r8#!uw;@O|)WsBG5$SdtTjGe_M=C1Zp0| ztE#hPE`}!pjIWI49Q0RWbRs}x;Hv5?nTx@R0MY$aRa?nij7+ zdDTfUoB|k_2y8W8ov8ma7?#kl?o1dqo>wPm#Hd7ocnVe>FVS!@DiL58UQw?Wv|?By zQ27+Bn%9bPi9iKHQFWYF3`_*d;ZoCq|F*Y~SqwPJ80&dNxNhI$SC9&}hN$Z9(yfqk zJS4B?^nb0FR6Yc$3ayuuW-;nksMnyoCN0(Zthj1Fq{NulkLi@hW_y1V8Ltl zXNW43Xt-w)c1Li}j%Zy-+J!f6`xa_FlQf6cu*=JN{Y~_puJtrh zkL@n{PSbiSX%@$-?^La)kY?CPqVE)~3rN#=_}-_wOT#^x)Rq4=)m|FzNu((@NA#)w z(r`~CO|tz&pK34-_XJXhC6PbwdV_930hbKp2qYYy*2I+b`VAzrZVLpqf> zpU@P%59w6mF@(4g^dX%}Jem+M+4muxN<4}%n&Ev&rxK4O#7jGUM*?vU96`8|*N1Q_ z&w<0q_UC=brt-t{V8KiF3q>EYsr*;YCG5t+1AR!RQV%2T!fr}^$fr{0kmj&MRv!|o z)I&)H##j50QKcS2%Go8N4=GjZ!K5Cx^zK7Ym3k0qmfa-!kX5A~NSa}Xh(4rMsk2Gb z7(VGkT$OqNsf*=N`jA(p?oXP+Jit zWLBwrlUlgz^dYoL-HS94Y4JX!R{2YxMQZNM`;b~C?nxM5gZCk|O5B4Glg0XwS|#pI z7)|j$#8!#B5gOdoR}OoRm2zvtzIVz@O>wuma#S>ATW>>GRXarT0&7o8Bu%tVblp@d^(9sTd?Ix#b^=(KIy|*UYV%Y+wKCoV z_&xb)Fc09eJM2wcoX$##(?^ z+vng}z~1&&_C)Ln;8=fHpINV2ORbx%ORUqZ!!Q@1$6C)ChSdOnOsq&eo46}+P2yba z3$S-$dSZNHm4s>jYJRNV2e{5$WS$Vb4=~b91?vGk6#qxO96vdJP<)5@l=zzQRP5jC zdB9Ta4RA^9wAh^3&aonP02Ejc@Z0D+(Wj!fMJv%WqjRIXM5jjAj%M*jz*okb#^c5< zMlW^%Jlxpbm}abp6#*FgfxXY3X1B8|@T>lx{}W|>$(sjG3YL_fkj4^jWqrw;vq@b{ z_%G{A-aLR*9@etH*jW(8LX*S*4MhZEomC} z;Ih8f&230syhU8r*Sa}_6g#Hzvbxrpxix9>WL{R6Iy1K-bPncab)_?NI-z|iFRONy znOhQC8}PE~R++g4VPY6Bt7es%n-iKbUfx{)t~Vo$8(w)ciMBb75MMY=e_;<99%z?) zH2Q>CjG^oUaqNqP+$$GhIQCP?a57HSAKnxeJi{5y%bRN4gs^)WFK?o8W5O={8#mTC zg)p~0FHh095urFqlsA%Sm>Uvu{6#EpsC5HUFVf`Y4fHpdOqxBGmnUnSM3~u~mnUh& zm}T(er}yIJi5jtve1Pr|ygWhUc*4{%ygXiGfiSr-wY?_NFhdufM^1q>1Brc|DC|3C$6_JXYhngvf8@bv2G5#1rfC7>(-?Vg^%r9UuDun42FR!9;WkMIY zvc{DNQ}`FHq;WW5GRe!sH4YUOA!73@x*h zS2nf9LrZV%mC=FXF{T*{%{|yFqXCr`4J~z$S4IOW%?K^IsaH0%vCy22d6`Kw%t&Z9 z-g+)a6vqDw(L#zYE!6mDhzV?&T{=^J%Xm9PbAneoL)%bjamy>6uI;~}VNFq2h3|rSLouutwp>=QM zl}^<5duUzTd8HGy{T3ST$ED+?8S#IHCL&kz(s3Gp4Uyx4W9e9pzl7*T2EEdJ{VjhE zF?*y}I!4=1p=IWKrK7d|7+QLUS2{}D523jSd8H$@eIHutV6Sw9w(mkq?&y^c*Y<5_ z&eps%Pnr?`CNvuh9F*p2{5nJntI3rP)A&`02|PJ3&C%cT%Mi_RUJ0!wPOtbEp~W4q zgvL_Z=b_1CjJ8tRXQ4$C*%A^acDRgx8X68U;-x&qpM-=%jBF_naWf?R2M{dfH)~A7 z!gH!?>h?;AmD1{=b+6@>kSe8p99q|gUJ0R6+DD<~_T?pHO8I;FFf@VDj1n@X#1BH` zk#BhknNs445WUE^UJ02}e#`em%%19%5Gkd-7g}bvS3;tc_HJnD9lR0}rL=cKbGPzJ zNR-mv4lRYxB2Y?uE41WPuY^1)?ak1fO?U}$QvQI;L$h&5Dj`lvd?Q3F^0rq(oRpt_ zJ;cO5UI}4R+H0YiYi3J`lJY3M8d^MCLXMR5N=P_L2$7NoLW*WfNRaYaz8n$`FXE#- zmM?`A^Ge8$@;~|FB)vQ2gkiXZ5gnzy5L!2mIg+Ea=R@mCcqIf!Y0rh0OL`^bMrqH6 zCSZt-(w+&85A#Y$jnbYD&0EPUAv8)`7FrgcMQD`vRA?Fecaa&TJsDbh9j}DQDD8>R z+<9IJkx|;?p`~{6N{Eco9t$n$dnF`BX^)2Htl^aq7^OWDnvHWDc~RQZ&@B9}5ErFA z99kmom5>&tJrtUW3lLdR+Jm8CJhOzPDD8pJqWJeBC`!9OG-E`zgq$dk+bPNNQlzz3atxwIs`;%cZQbRO27Yq zq@Mr(bmorCm6@|Lhi7)n_?ar;zT$Kn0|ty1GttDx`yE!n{O{|_W@Nd7%} zV)B6GHpxlJ)shM4SLY*)|KIIg>`$!!_a3_aJJ?n1Y<6U)-4|`#JrU6T zIwHS*PbtA};ceVM(Z%{7lbWaVHg2F2KO)3?)@|HDC4NYVWhvXZgG&5>5Q|c`aR)_I z^H&h2yf$v2h-&`(WEtMZ4OD*kJ(#-5PaHOew{ZuR_%31hRNlrdRN^~?U1y3m?xFG@ z^fn>J$3+`=QK@f{3Jg26aUYfXCMm}PRBhZzr7kD+jJRmyRx0%k(k$~t8~0MFuajo5 zSwI_iQ>m|!rtwI>jr*z8S4my0q}s+URq89GDXh`b#$8qF04ZjSi#BeoQeP%@BKL_l z?yXW^BDL9k(Z=mn>Wie7v6pD$1}pUi(gf?_ZQNqzFYw_&OGklO4B(Z-Ef>fNN4vAt;HRxI@{ z(gZt4v~e?*dMBwFxq`RHNoD>Wr15omdwq?!6XH2}dp(V}5n|-LJyzqbgqSqeUKfZH zVF{t-wa374Gq{CJ@b)_T!#Bg!-%|yNy?bWqjN1Dc< zU3)dH*OIzebfLYf)+%WVkMG*6Xze3SVvVo%%37}>b+EobdnK(`lgiZ&+rzb9MQRy~ zM0=RlD@hX!S6R2#D@aYuzG`<#WqyS;z7B8aH1-nWt?IVWcsZdw3%JJ12<4vy4~Vni zQbL>sSs2cOOUQ=tc1C~rVwjv!I6<8SX^j^VcJIX7uEsK9*Pf!Cl4$rP!W>2~+DWZ{ zClwe~YCBplB;}ZD(YCcNBK0u&p>1isfHceQ7wv@B^GP#!U#o3uJ&!ca+M*rTdM>HU z@L!8*J%==fh11$mt!I-a*%P8|X#E?hBTq!8^(;~wtHQP;S{IU9xV(oJN@f0;q!>0G zI#c5rgqS}ubcV*$3FC1-bh^gV2=NzT=roO|65=ny(5V_vAv8wwp;Lgi;V&SJ^m{`K zfH((ECY&RNPL`iG{F7knO$+=*sEDDHw4O-Xjd!z#PSkn=X%`-B51pX(c+wpH{tg|l z^*B;&kSm6c(|Rl^$67T*$7-EV>ajjCG+*m6q*->U7&=Dl(WDuy-7$2u)}u(%*zRKJ zD6L15x;SNqj?{VtX^Q<_3>~5MaMC1JEgL#q>pW5i6F!FKX`M@IW6H?TT&;(ZTG;Sn z=rF0wpF^71ln>3(cqk#3Cm%Xg;~|7t@^a`9jRzCrPB3(^#)Al>tMZ|PG#*H319|m@SgON^y2i@=}Xg#uy(+L^!)VP^z8Jk^vv{(^tAMp z^mwc!Fd{uXolRTm2v!vQ#r?+p#9iSocVEJ+f~D>~?h>pocr~6dEW#QC3*7ncT)b&8 z3wsUDaHrvU!+3X$JHj3AW?jpTqz19};5T^sup+e_?-q=~?t;UU*`$?>ID^hF&Nt2{ z&I)I_^OCd7S&IDzmN<)@tFh+5BIhh;fivHk>&$j$IWzJ8!8B)zGu|2FjKDqwS;ulB z_MrU>RwMYtUSTh{U&5{gOYvU95_>V`BV1}Pvd^*?*z>VR!EC&xFw>r4PqU}kfW z9Sx>f(!@Pj=U{Q-YV3BfC~;O|L1KPl zZen&~R$^viMq(QFJ{X@ElNga0p2#MwM8q64e=)x?Kfz9j%gvX}W#&@z9&?Gg*u2`j z6!Rd?G8dTh&AFHjG0U83&cGWIQ_S(^7(6E#Ze~r(jKl}yzr??Ze-d92UyfB1m&KRH z@4=fBi{n?vFO4sXpA}z#H5BK@XUAvZJ&GCeX_z}P9&0I#z>135xD}7!t%_e_-^4zN ztw_C;T9#Uxx(BO6EKXgWx)jfd&Ppvv%}>ou%}&k2S`jl+(^6CL#Ar-vL~3{{o3c_7 ztQ_%6@*BK8vLd-W`BHLOa%u9O|fn9DH&Z+B#4RxA=7 zjQ)aM9zTh$h%S%56kQfwiswB`qKl(fW6#G$(X*lpqVqA+V>Whwn2EPPrgfg`u&aAE z?%5=P?I3!l^lYr^Mml*|XR@jjdnTzmp=YA1<9jBkTIdbRb~s_XZRQ+2(b^;I3)v!1H!_Ka0^OwYQiuG2F{)wO%pQFV0B+NzG~8LjGC zJ)=}zvu7<;NA|3#>WH3^s;<#9Le9_QJ)WwWo~)|ro{Xw)Pg>PfkE?33 zC#9;>lT_92aa6T>Y*iCImaP8U{yVC^<-e`!oBms>F8AM5^$mZys;~QRsQQ}!x~i}G zuc`Wq|Ej73{wu1!><_5=lK--*FZwU3`hx$Ws?Yl`sQR4$ysFRo&#C&1|E#J{`_HJl z%zs+dr~GBAKIuQD>J$Exsy^;Nq3UD)Q(;Ls$S_|rRo*_m8w?!D^%_EE2>`Z_o{lC zf4Qoc`j@GCiGQi87yFl}dXayzs%8HoRZD(Z)xY~CRWJ1auIeKHLRByD7pZ!_e}Ss! z`RA*8u794Y=lJKUdbWR#s(lcz&rp_-Cqmx_^eMr}?L=da8e# zs;Bs;s=B~GMb(r21*)FppRDSM{zaqTDs?PV1RrMHuzN$z2 z$EbRgf3&Jc`bVjHgny)}hxDE*zptu$`}?T6m%q2Fv;4hO-P50? z>K^`{s_yRZq3Uk_?yBzU@22W5{;sO-?C+xLOn+xpck*Ydx}(37syp~Qs=B?ugR0y4 z+pD^*zn!Yv_}i*F!{0{Lt^FCQZsl*S>U4iARk!q~tGb21rK+3zTd2C3zqzW@{LNJD z@u#Wk`#q`_eP7k7eo@s;{i&*M;%}_s6Nap1;1TWBv71UDqG0>KK1rRoC&y zsJgblj;f>mwN)MEk5+Xpf0U|g`fI5=(qB{65&lS3*YHQEy1KuHs;l{{tGcScnyRb# ztE#%Pzly3W`75hB++Ru6Vg7JcyZvFRcKO|^=KL;Ig`ZQE`$ARE=c;CXPt}Z{RWX6@7^}qg*s{ir-t7^;tkE(-yOVxk-gR1`F|6A36`G2VTyZ)+AN(Ix{oemU)$jc8RsGigPStPx zZ&m%;|3=lX{I6C0(*H`;FZ?f6{oMaT)zAFTRsGceOw~{PPgQODpQzgKo2u6RhN>U? zbyYv|KUVca|07jD@IO>_h5v!7@B1rMeb0Yi)pz~(RDH*PSJi}XscQP_`1o;O9UnjD ztK;KGeRX_%!&k@0XTCZi87@Q&h*N z*ea^yQyeU+<5T>1Q5~P+A4PS1ivKFA<5T>-sE$wZx1u^e#eWvn@hSdVRL7_IOHm!4 z;?G5Oe2PC6)$u9*SX9TS_(M@0pW^pLb$p8771i-6ep^(>r}#}#9iQUYMRk0NUlrBy zDSla0$EWy3Q5~P+=S6jVik}tL@hN^i85tD5~RATv1fVr}%zR9iQTRMRk0N?-teZDZW!w$EWyq@f~@5ifaDOE-gNy>chpQsyTSi_RlT)%o2pBSx2k$eafzxo7jIFuzj(8% zwPL@jHx+BD-dMazj{iRtuKy>;|F6oNojD3!{uY^WnPC~0{yzO~`YG)HS4l6#`hUBl zb6+1ld({2O{lIgd#7sp+W+*a5&& zGXP#n-j}=%UEA@={V@Yza&nENi)3=!=g` z?3vg+F%Erj3?1;t=zSl=On^(w)6IEU31BmG96H=+{O9;b@fYLwV=ur`F!z7s_~^J7 zYsbFDZUE25?v7m>yD)ZQ>_DsqI3>1LEED~2^y}!`nEiiy^s4CD(W9b!VLrfw=xSIE z;18?@_=fSAvBantXBkIgN5CzO@y05KiS+m+Tzd>8Lx!FJ!v*lM`$DLR%?Y!f>9PSaVHC!Yg4cPk!?1NqX38!mzwo!bqO9 zt3vC>WSe2yt_-aUbICA@C%^8B&~kfvC5+)otAr+w;3W*<$=_&iXgu;5FJTBz;^iTF zkuSUwhVbO4FAFhyl2^hAp0rCt%N*{NFoGxTlF-rzcqNSBNxL{S7e5UK@T6T7TIxWr zgz-CR<#Vc>&zEcE z_smRZERA((ZfT1)@Tq~}ayLxuh)xLz7gJ$eN1u6eKy<|_hIO=kPYMj5iAf!8-`;@I z)|nX7(Pz$I(;sP#8-&Z#Fr*_pF|f|HtTIM)WG4jHv8GkVgpTa^zzQ2%Wen)Zjtfj4 zWS23YqZegfU^ae@%9zg)&JEBqp0~=F&(UYk2{6BjRmOOZ?AX9^8(L*d=g5u;EIY+2 zALHBXz%tXUGG=r1aYqN1-qb2%GDmh)V5#v|8FM+ZBLhoLvdfst(Kk3Nummp5EMq7~ zI5WVw(X`5#$p+2MgjhgxOKNxSqC)}- zS!K-O=ra!v$PDGmn8K}?NJI__EMLY1jyCUsfn=;Q#&7hA2Vh25V` zSZXt?jF}tRu7M@Dw9A;d(KoY8U+vl+aa(>Bwxm)jkf0YfrYIy#%%Pd+XaNBT*?@-k!>3oeuK*xvC(hvHi2Q^zs-SsW3WaxC9sYStTM)GWLpJR*vTqmsz$bD zVDcEdjG-F6Dq93*8z0zZ4AlrX5707xvdS2$(PwWKV17TVjF}qQrh(-gtBjc%*(QNy zr&?vq)W|jtEQ8-_jMT_B3M{>YRmMP#Y{S4(ldLkvX=J6ql6aTEFpbO$EODG&#wd-x zX*aOA(QlP8Nuv*R0*oDOl`%&n+aR#$7^{pa8rk}RMX-@DL!<4xUSQak7@*OIts4-I zz-5fj$kqwW#Ky$%jJ9tvuu#5?$r)|m$pOXeGLOwfWD5hSyQ2HoNSlOOf z&&(op)1i;~9=klw|Id$Am>X)B$NETbKmJE%yX^8BK8{hCS;a1o@o}`m^f0@OPDnq} zD21sV?J`Os;Yfwa-DDZ15OdE+kHQ2lMJl5elCG{aZv1PPQ48q{tfn-!n_WgNBwSTt zbOpPNT1YrTVI*ReQ44VwP-M75yhEcEVs0E6rVPKCD213CM}{g}$u6T5(ia>8Yu`Vx zj$KA8Bpj@;b0fQqT1dEx!VVyMA>qmj3tQV|6hp$56w3YVGMXXbiVE!$Wf|R&UXB$M zTE+vijCM%6ywbc#%QE^QX}8iG9u`zaMI`M~nibu$jFw2coYD-QB2h+9BpswQZ9Ha| z(G=+$>r|RL-Y%mm5_Tv|?r)dT6$uLp6L_sq773-oIQBA>MM7I)ENhoh76~nd(U4t6 zTO`aY44ZZtb&)Wq5Z4No(H9A`3e8TdjKWBpIiqm6RYqZ?&74*?#4e*S(kG{2?VIa? zXpDqOg`H#UG8!XcLSe^-b{UP4Fs`rwL}et5DU{P?8J&?{p{^29OG+87vK5Mu#Ldl&0}atTI|8zTNP@ zN>eA;3s55o|52FS-d=znN%*(I#OC$_6iLFr6vijp3(zD9|5O<3v=^XB68@nu8nYLm zNfQ395KqEffGSD&n?h{-1?ZB5zbXvH>HL3*nEs#Z{~eDx|2DaGb0c#3>>t@rvM*)t z$zGd1GkY}d{oe#r`>rgOh0DB|c__0ab8co{X1~nVnRPP5GdbM%|8e?7to|2V{l5|J z`X7WD?w6_8QxBvTr}|Q}F{#}mwKk^nbmspa=J9u7?Y~o#hvC|PC%HOS{{J)aN#do% z-HEF)Tc3%${Y!~4iLU=;-TwpPTjR-pL*waKEB0RO8O*~kjhz%bIJSLkeN4V(^dHQ- zUynW*y&eiqR;}_1}&>7P%>MK34tPH!`Jt)&DQy55q5n@5ZdS96l<% zdw65M>fa1~jeGnb3SA#M8?)cNLYrg7zZI~nd~d#MK4so+UTU6f9%}B0JN#ESrT9yH zDqa!yiHbN&9F3Q={l7vTb#|~YyT8Ugt>gTqh-~AmLLH5k_$$qpQ7_a{Yl*+qoX0{m zbyVBILUezjId`nAqui2yt~I-ttfStNex@~ZP@#^3OJDd?t!d+=LLD8K_!G@3T+CJ9 z$Nw51YfjE9)Mxk~{E^m#@qD4ax6dDHj$d$`)#dQBezgT^Cf;ubBFPAp^oxP+^@M{d|arb{}MMeOR-*|jt)%xre@nL7V4wsG}MazoeP&f2gA!(<}9&=Hz~bI{Gnv@C#ZK^s}QO6F;vxE`Bc5(UFOt(;UMJ zNOja?`qIy8jvgxOD9WVIXpMBpI;t}1(^|1qP#tA?ut;=2r4{=I+A@9UlN!y4UEdIj zed7tODZ5?*V&8aNBlbhj|NO@Y+m&T~Sx052ullIg&I1Z{lxF(L9?{xi+*zojHxoas zxnO)+sG~X)KcrcTtqOJ2XW|Dn<3ZnrIvOF?N0BDJPjk+A zwNRhz^Szp};6$O0I!zyakLC>RNGR0AcWX`)qf!&sHDl$VLLH@=xTZO2oL;D-Rufk> zC+OD&y_)zg&2e#6p^j!ve5d9Z7R0NgThq&Zhvw)kSx31hy<4VkizeocCdR(j(=!KR(#X04W8N5Q6@<0g&6WgY#RKL19-cF|eCP)EO}AL0hB zoyJMBj)qMiyhL*ces@r@>4UG=S}^V^)KRjDuhT4zFAH__Y~sb5v94U9KFsHeW=mXH zs1Nmdk>ZsntmupVonIm;{Z+fLJ(;S~6>*(I3muiiTmGv%PFVPxJ z$~w9?eeA_rBQaS=_a?naYd9_IDBq+PY7OC8ObHS(<>ZswweVV25 zU7?O9PJEVTTO3uWql^=uso4_u73!$t#AVHS@j#)DLQcFubB;D3Dmn2PnzQ2VLLH@? z_;k$~Q7+U`%ZX3ZoEFa(>geUfr)o}#*@ZfaIq@l)lfo<1!#A@k~Oq*(&Mz6 zlk6JmIqe+tv~FhCP|s=Sn5*$1SwlUi&!0oc_tT6Uv`3*fht%voR%@qmcA+Vo9NPl+Q)JK+L1ob(u~Wf3$9DNe30h2@mitQ?#~Bmj-koa+Wq+e&C%(y*6z>yYmHd4*6z>yX${9^ zjr+6c-dAe~yAjuC(Y=pWGiukUJ!99Hp>;XCM&%j1#@-rNl{K!;qI)kw{F!qsZsuM? z*4oW^PpzG^WUbwt_t4rguTbOWY<5rAirZ`oHLlKP_wJe{j^;J)&Sv*+nr)FT)TlgT zr`uJtCEhR8s6K;t(VQ2BLX8Ww*}b#ooN;-f)^5-{Y0es_7HaJVy`$!gu}IdqL5uDk zG^Y=gH7?MidwZ>^?PQJnv*_MVYjPu5o~AWALDslCi|(mfX}93&EV`#?4Pyu3<}A9m(i+11$X4{iiS8}6nqj*}#TmQB z7FyGGjcPM?i_JCWWQ|L+=-!MFr|Ps@tSxKp&b+DC&XKa#?#!EL?bue<+MRi0t%Y4= zjXSgG-bkxF^uMqF|L^Pn|9^J<|NrLN{{QPeD*x5h{`$TZeciu*2Mb;OpFQ9|um8^; zATIGHd6VgS8gHUE3I9IBTgzLU|2@H5D|>`E)*I`MxsMLEM> zgfrxYIZcnRv-5;!W`8pdaKCZ+IyU!fm#<@UzjFCHHup=HuVZt+aKEI_b3b?aIyUz+ z_jCUDr|xH*pSYiLe(Zk2`H{=lvAG|*d>xznfy>vixmUZ_@c)06do|~k?p2&uxL0ys z?q0!pnR_|srS4^%m$;X5UhH1Nd69cD=Y{S?oENwka-Q#Az{W zN$$yIB-dpPHz?qQsVxQB8c>>k2-kb5xa zf$l+^2e=1v?(ZJJxu3f~=f3WKocp-@a?Wt~;oRGu!MT^aH|L)2UYvWldvZ>9_u$;! zozA(NyF2Hu?rxmBxVv)h?C!$3le;tLj_yvJJGeV?Ztw2Ext+T`=eF*4oZGnDa&GNz z!#T~}nscfkyE*5k?q-~uxSMir>~6xjk-IVH zhVDk3C3izk&n!>v68*uFF|;*WsM(7C9%m{C?(6 zbSLq@*LEjzuI2LknmfT=i~qf*JAre&yC&y2cRc4+|@Z(bywpY;jYR#+#SI=%pJ}-)E&k-#2v~x*d4;TiaVHdWp@?M zmE4s%S9Dk6T)|zDb9r|K&Te;k&Mvo`b2+z*bCA0nXQw-ev%~G=EVvz<(k*b>uH>{_ zn=|iPoH;konRRoV88^$Bb~BtQH_e%JQ=ADm$r*POoG~}f8Fgcv5jV;ib|ai2H_U0e zAx`0%oQ5kXoqt_}^B?D5&cB_1IRA3~=KRz7i}MfXPtM<+KRADLe&_tv`Hk}z=U2{_ z^9$#I)8hQu8Q}cM`I+-a=O@k|oF6&AcYfgf&iS76Tjx8@Z=7#AzjnUi{L1;7^GoL| z&M%xVIX`#4;QY+_obyxXGtN((PdPt!KH>bx`Iz%V=OfM!oDVtQcRt{J&v~D7ne!fJ z(^n!Db$9b3YZRZ`%x16^*`<=Hq8%{sxn@)q$ecgS7^ELN%&R5;nIA3vJ z<$T$Fh4Ur%WzHAfmpET=U*vq=eSz~i_j%4|-RC%;ai8UU+I@!eDfem4C*7wwpKzb# zeB6D4^D*~v&PUzHI3IBz<$TzEg!3WyVa^BLhd3W_ALP8>eSq^m_kPZM-TOH2aqs24 z+r5Xg?%vH=bL*T{x5jywTjjjdy^He>_fF2+-8(pMb8qLo)xC}L7WY=po84PDZ*p(u zywSah^9J`u&L!>*oY%WcIInZB=UnVw$60X~b1rf#oY%UGIInT9rF7nK-sF7U;qBwR z=J57$UUhi;IIlRoeVmsa-agJt4sRdlMTfVK^Mb?M$9dl2?c+S>@b+<@b$I(Y&p5n& zoTnY$KF(7PZy)DLhqsUOgu~m%dEDXc<2>f@_HiC{c>6eyIJ|wFhaKKN&O;7wALl`b zw~zCH!`sKX-{I}!+~@H2aqe|^`#ASFynURz9o{}p-Qn%y)EwSEPSxS<6eaIJ|wF+a2CM&TS5FALmwww~up+!`sKX+2QTu+~n}~ac*>Y`#3i^ynUP{4sRdl zdWW}Zy#ro!`sKX*5U2rT;urL=W6E~-ac13S94zJT*Y~Xb0z2H z&J~=OIhS)@>RiToiE}CE#m*(17daPmUg%uJd4Y2w=lRYBoaZ^`bDry*$9ax(F6Y_K zIh+ffvpM^mg`8(OeVk`HXK|LDGdUMHWzI941)QflXKzu?n-|6K%(V5SAf^#D0@y-dH$2rGy&U23Aoa@Zvoa4;pJl2`Rd5m)`=WOQ~ z&ZC{#oJToFa~|m&#W~A4l5?gri}MI)CgTAD>+z8^zuF@8bIZ+i-vWNtr`3JK&D|o=hSAZ~E*1>H7bj zu=4*XTmv9dU#A+WM^ZPY&QBeWb^o_ct&3@m`58#FYRuqFY5LMrpyYTsa%Y40;#PuFK(2JF;5`1l;*@OaxumUq+1&N(h8b8rqj4=XX zLSbxzy%<9T!nnfdaCvg;>mHF~$dk5rudh&|(Y^2*V1^qO};K z16-$MhZJsMEymmc*D2Yivcu$JObzG<60l%KvqUb&)PU4b+KK0VEXLFTYW=IU1D9b{ zFf}0kM`=OqC@Yv6kp8VyV&R|)rUs;cDYeB9vVy4r>7Pn1a|>C)*nsp8rSwdw3g!l+ zzbnmQZLA9B2Bg0!&5DGqU~EA8tI~||tE^yZK>CZ)wDFy+U}!+vQkuf$8Wqe8NC%WA zv4~RzBLmW(mC{tEf{6j?PfFwF1X;nrfb>VDF=5*k%nPu|tRIv{kF_h977%`~Ffz!l zU{*l*okA>QQo*Qz@LPp=mOurQ0>W<;nj@?V1_js+tgjUotO}+C*bS_&luffM7!lAX ze+g?(V~&#*3<&6Z|3YD>afhs6KtTGrQr-(NARzrrX+i8JD;N-veyUVrS*i*K1f-uR zwM|b}Fd!iPSgB=hD=U}~kba~zFKk)Ch=BA%r8zvMrh*Xx=?6-)Semke5drD@O6lpi z6^sZ--&2~#9$vwOfOMJC6fOy`U_d}GPE%>}L|MUjfIf7o!i4dGtYA7o`mWNr_)JzX z93Xv1X-rI!70d=m-&PtmPO>W)4bXq=Ev1na>GY=-Yf%VJDu5UBNtn^cAHY zctA@9^8nJ9l@`PfvVwU4=}Sr_p6XP=Jb?5?r8eG-E0_n6zM#|+U&smu0;JC?&0~T1 z3MK;d?LMb8ho1oh0m5e$X7Mv%9zdV}jKYj@m8@VMK>D=OG%jYWU>-pFlu~*cY-J<= z%RZ?zIa5|P^gr|og$d(+St6~&mX)=9ttqv|zp^sH*Q!zr z$N9>dzTTxYkEOLL<9)qTX^wtj$B_!_4y9SVn~n89^mc_AJng=+hOf6NO&b-vGRFS` zw<^UY%9YVR-l8x$PgX|xpMSH$1ieR&^z|mCaXbUH(&OumN@HSkyRy3fWp7X#J<_hM z=Hn8DkuJNks*l$zq<4W4K3=CV6t^qGeO#>2Ojwm+KU?_i9Kt1UoTUdH@=sZZeK4|n!{3Kl`dZ|QJOVQla=Lsy;x}mi*Qy3`FfGk zG*)%2bozRs(iEQlS?M4Z)&)wF_#ylfYn`t!VZ16Ueu=ftQyRw#W);80TIVW_iS_IX zmsnw)qm>3YS;YIzu5Y&X5&uucmdn(hjU)TH*R?TBj*3;Ff|4 z_gB+8RjCwf$O;!&(>g_|jYWei)L^l5ovhR%r49={NogL-=2rX`YxOG4QCIX^tTkV0 z7SDLBv|H?nN;Becxv1S@Pf(f`bL66Si#=Xx3Qsm&)NZlIDNW*MThwl`^OPox8|_8h zVudwVX?!<(5tmqD%~2S0?M2*Sg>|gLXqUZ+E3B}NQ5do8MciP8HCrJL1&g@A3hQWv zA$&UbS79Bc(A?8nMD-Q>z>x}P+KZ^X#!YLMGCVzd5xOgGm9l0|3?5ixoMkUUbtOC^ zz)qvzUWDpOczA#v#&`B2R9C{o0xXE4y$IEn@X!FI7;i5^btOC`KwHeU7ooZm9vq-0 z&b1ezyAmE0U|w8fFG6`GJTSnVIL}^$@=AC>fLU?0y$IcvaQ^@^^y#Rsg!=`E2L;pl ze@)E#-=F_Ko2}yxfWGY9?0(s8vg={pKAHI^^Cj*9cqDUE=0dE_cQF0};ATc;24zgF z0Pt@5nRGRMb^0uZwBV-{d#R zckmQ|JCj!?7bK6yN_<-+*G>*jrW3y=KEk~K_a-Wdg^4+deehR+Vq$p0ivJV;I{sGt ziTLgD%j2iVkBsku6#&-4ig~HnFR>3}FUIbPEsFKw?*KDmQ(}{2!((>z-{{xTx1vu( zZ;xIcJw1A4bb53%+!L^JG#P2(F99z^^t1n_M2eABBL%Em_f7ci@RL|Y?(*(9fawLeGV2p{qmX(9yUvV5`vN(D46w`rq~DIp$n*A9IR1$sA&)#V_Im z@w}*st8nlCEc_{;-#?U(#QBH+mNOm~mCJrUl$#^RDlOo4qkjKbJ`%U2w?9^j_hr9- zEFU>Wsck+g`}tUIjvTGjGQW`hd@wghj#8Qz2g!c_Xg+eJ(wy;v?Dvo6BYTu)QT6-% zqxs0ym1eMLd_Nz}&5^4qP2)zWempaBn$FUs0i6grL>p=7F$Dy2Xxd02IVE5xlPB){DcFyrIH4V2)_B+M$3dLX3NRzO z?0y`>3G)G_1zunr!wGW%rtplsejLLIvjO4>3U)t^;e?q06JjO1AIEUQbbxX5K)WBu zaKco8F|mc!kApb9oXG&AhgzYx;}}jB4=fz9`f&s&iv@;9VD;npO%@Hz zjOP1s^v3O~BO`(3^Zht<<95}N;edu){WxyZXND%UALcP=O{*VAZ89^k&e?W9j@k5M zh``Vt?S34x35@^?#v67&j@ZDSe*=`*0~$DB6aEvRE!MUhI9?O}9iSyHw;MQI6aE!o zUNr3nj@E>K2AC6{*$o`53I7N%D}J>bI9L<@9$-d%Y&USQCj2eHw0O>L;9yPoYk(fZ6=1@sS`8em@gnsM1Q_4WYT#H+_H$sd;Z_63YO_cb z_)sl+ehe& z+715*-Sc^XQe0^_{3CSFX93!{fu*q@y$oj0rvX~#M7y!CkDmmXH}|(2`}p{AfH`xP z-I(FyM*(I{&u;AP@L{Qy(qd%LlRkM9MT6bIXl={_zC zFd+(7V|PN)(+n^^&uZ-E+tR>dYg>(7eS0^ssI(fp`1VdZ#7zV!!Y4$C)ofMHuV0^2Cx*dBy!{boSZt;Tl#XTC8Zco@n|yRj{q+4Fi}op>H= zV;dh|3$OzV=`^0tv89hM1ei0s?8X*8J|AFKVE5bH$L9jf(0j#ZK0X^@T5N4MHudqD08?V9-Ppv( zrvpr)@-{a1@u>h4;#j+}k&jOX7#H~2H}vs|0At24R-;5HdL9ojI?ZZ$zC9LLWRTTx zeS0)8yoom)-yR7p6t@~1`1WvMW-8xUABL^{P+%kSjrBm-+7AY_p50iNKGW=ZU_$W7 z6XOiKv5t@T2Z$x^?MBhZ`vT-&?a4mg8(=|9vKy0pyeB{@KDQeaeY`tB+q~aytnFhx zKr4jz_O*Ph1&C+f*o_H3Rs+n5jNMq%$GZZ|ik0mK>LvX|cLtcDjfi$hct?O~Ig#NX|cTB@S9}M#Q~;_hTZU+WY0wbCXFR_!*7y3 z7Y2w&8`%xNN%mY2VBEaLZum{I=llR;;xMbhO;Yrn7a(nIE|Q|>+`uBs=NsH36Fuhy zhONylQuLf15DHp@OQh&o7?>H!H>g8mYxf0)Uw3Md*xF|Ww7S*c{wR9RoZzqcG=9)j zyTSF*>?sGv@8sMc&7K7Tb{Id~4K9#o&lv$0#5}vf4btp6JwR!Wu^U_=&7RW&v_q@d z4eF5CuBQfQnJv3PEfRQ2fO+w$-QXT+_M9AGPONJ;xJa5kCk2=lIOzLLvZpt|jM&+3 z_)W5Bet>DQh23a3$rA%iVPAQ(-6T&4Flj8M^Z#qbmPYQ&-0Qgqa*K0)x!Jktxs7vU za-G?K@btfzargf<*#(&W@0#5(J32ckD>7g4-T&8T&c>?zdu2AyjL&rAy#K58>*@Q` zi_&F0`EM7@{YRz?slQX7*Iggo$(gH!$(9#LvW;{;u&-d}Lh4{)&BydH+3F z1-~3SDz8H!IAAF z8(?*MEBr_JFvd_8~2bq_i8qwIC$ee9p@gcX(*1~xKYQsTk9ZvVI02c3)e~8Ck7=j z4&cN!&7FJUhruD7eweD}4&y#Jj^gBZX)hRGz;Pfazf-#u)8ROlli#7;79YWJI48ed zyJhC!IHHr^radnN90zrBdH`MfyT_ee`1WyJr*EGgLD%-|bTE$W#PkrlHfOd1x3wZ`7P}!8pPb-=H};8Q%(y^7O4N(VW1YX}!HT(vx4WJuU{|INFn6r#&Wy zQp0@}`8z8?#yKN@mCFq^NAU{WY(l{TEvOs>e zcKj&`j>15`P&=9_9HoJro?+L1^<&~ty!>bm^zzeV?AjhZ4vh9dOb@bab7XZe3IuUk zb2te`g&l2@)NbwvNgT) zQ7p($(4MC~VEzfdAFn-UwBX14ew_BK@dErf-{)!17*D|G`94>B8cWag&Y$c19PKIN zMfe=wkJX+u&Xm3Lk0lq*G1?P*f{*cew&wT{@NA!t)*R~qAMNu|nxiT3Q9d838H?ET z&Og%US(?Kpc$UvIHHYHhnLZz(*<8Wyoqq%vyUXF4hd~dAVs|-AD}C38`Coz_dN;m( zk~0~6sL%A&yEb>?ZF>G8KGS3G+T5`P_+Xz8(p)Hl5Ayjy&2n43+y@ey&HYuie7$;r#vm58qF7-na?ApYQu>$Mb#R`})3*_N?&=d>`LuXwMiQ!e{utxAwI0 z4190j_tKs+?uYN?`<~kA*`B@g_aqn29@-Og!F%{TU2`12c=MB5<$+1?mTJsm&!M9tQr*fvzuu`jNzId9wz=c;ZxYiZB% zA&R@Y=}gd`HJbSNc3EFjdq!m7?Xo^zds;-{?Xo^jdx}c@{B~I%s~u}npB!h_tTUnmL_qoU7EPR>H9gHx6YoOVfaS|yt^U$QuJr95Z0l;g~l zvYhEshBH-4b0$kE&O|B6880O`W2HD}v=rlvl%kyBQiL;93UivJ5T_`aoJL7ddjFOT z&VRgrIsf+l;rz?{oAXcaFU~)_KRJK*{^0!0`Ek0yk9w6-Y=X3UW@Z*Z-DbB z?`O^*y`MOL@P6d{-ur>`JMVkWZ@uq0zwy51{M!45^DFOb&M&>MIKS||Y_JQm@JRuD6u) z9q(Pvx4m~b-}2t(?DyW{YRH@r7FU-#bNe9e2E^HuLP&R4uwIbZf(;e5$^ zne#>OCC(ST7dfBzUf_Jrd!F-I?>WwAyk|L|_MYK<%6ppgN$)AnC%h*)ANQW%e9U{C z^HJ|H&PTjQIUn{O;e5z@nDasJA^3Zyn8wC_U_@Vdv|lz zygFyqt8w1tRXOkU?&7?|yOZ;F?+(t}yxTc%^={+5#k-aBX73ixo4lJjZ}e{ByurJX zbBT8Y=k?wa&g;DEITw4^aaO#=oQu2)=e6D<&TG7DIj{Dv;k?Sbn)6EUD$XmsD>*Os zuHd}PyPWePD@PUSq=JB9Nk z?_|zi?qgZMnPX8{w zT6&H1mC~!6FPC27e5v#@=ZmG6IA18e$oYKf1@ zJ2-DE-OhPy={C+=O1E;}T)Ktxrqa!vH=aSM5oY$9@a9&rso^x^OI?hUI zG3TOEh4b3dBF<|{*K%H6x`xu5>=ilxV_hcx_uAe>&i`1SiT}N(H-U4!w#g9e$ho|?0%y0kJZG2J&AFV{ z#W~1Zjau&P}&i@at6UE<`;R#CjU(ewD$NiV{Z}%V0zudn$|8)Q2{KNf| z^LO_T&fnbMIe&G3ahCg;2EQqFhWcRAm7-{E}AeVeo2eT%c< z_H(}JHfa8Tt2mgh|8L|T$=#ScKX-g?|J>HOb#lXVx$N)RkN;!+|2?u>WG7~aWHXuH zG9PDN%G{H=Hgjg?=*%9O%`$6dR?NiGKc<(apGx1Jz7$XYJ2br`t^yd7?n;MK->2S9 zJ%uN?UzR#0br_!2?xjYhI#WjStK^%w`~QaIdCB9F`z5C(*KObZ|7GIM#3PBD5*H*+ zNF0#ZCb4c}L?R#m19$(w9KScdD1KIac6`tH7V(LA3V{FIzgJ@S$F7T=9h)25H#RL+ zj17xr@#OoDargf{xE|ol=+V(VqMJw8jt+@t@I?EMBQHnpi!6>T#MA5dj%*oO8_%mx zh6lp$;o0$b;hKQpivKmkD~FSz7M=_LLa2@_{uhLf4DBA;1kd|hK19y~c*lIgyw$uI zcmE%3Zf|a2j>O&nrubI8EuIj!ii<@rUfSS)avA1)xQKns6>GJZ7ayMxyU1l2^O0Vz zG;Yq7%P{04y-aCLyepSs#7BCm(x`E@y$l0BTn0bp5~Y!$_A*TO2rpKM+v=BLv`2W6 zLJY!}VXjAbp+YlnEyGX`SGv)^E=WrmFC66av8>Vq-CW!+-AKD(>u}yO0yy+mtlBEdWO=Bm@b!Lc1L=;(zMuI zF2n4O^faX@k&??WyCXeSY0`L9F2m@K^c1BDv8!B$$sOs*O5W$YX%rWvF2mT4HspMzkrDPX%S#YW zPGN`D#F&ougL%qUwVN2x(I?M^wTG0O*iFpm2tWwME}9O+R?E%SQW#8i&-NTqo(TQ)J2Bb}u*C-8MK zlOvs}G>iMcn;6NF9-%aYJ6f8U$dMkdG%ez?iHRKPVM+i4hxp(QOsRjVtUXCT#Sf+bE4~ zVK*^eBiveH)U}(Ktr1RBhBdT>*j6?%J|o>osVz>GO-#>7H&kkg_hb{pGt!dMJXS1emVEV;=ETpk ziP0H-tgAF@t|prposl|9Gv+R`iOCu121?VWlub;|NY_`I!fpLcOwLHxQ<}uVq=~^9 z>AFg>%#LhgZbrI}Qr-zLHlvrfs5G{&-New0aI(T^huy@;jBt{|NZM{6(j9YnnTfO_V~KG(yY0^Y_9I>YDzQa`Lem1ud6Ce zn`_ACs=kg;nlh8JIl|ZBN|WMp*&OccFr^8B?`)W_LzTvH`&@GKM}r?f+4Ws?i6IcAX30v;XIM%)*REJ)Hb)1P3o}Nv<0OWE}Ljli-k(1c{3xM?H+3@&C%}F?y;8AEY`DW zwtH+|X$Cj!H`_fnr!3#VScIwB?y+g5xM)^3+dVd=G;SUu zo9!N(R2ma|$Y#68CX_~v)9ohrSTQE9l#U5pW5t-5LfR3y#fmXeg(2)RTw=wTh(dE^ zt4SReJ3?6D7^_JQ7HnmVCI9)c|{Z%OKG`^5c?yu$;Ln*%P z|Esis3b&LStU3B0rP5qoF69bqj{aMzjYt11r4B31(SIqm%%)sQEf)Hx(!97%F6AC; zj{ZYwPUPfLF0$t6-<4*uz}8Z3vgYXDlxD>Ga;aZsNB^ocE%I`yUu8%CqBModxzw++ zqgzUo#$|G;Uu8!RC{19Ihoyd%9sRS?xQW-nud<_mQW_KI%B6ml9sQ%ysBxyfl&h>5 z{e#lTa{l@MjQ{ogf1BKTxm9y^_AlH4@M`w{?BeXg?6KJy*{RuevLmuq=C91>nb$H8 zWUj+K0CO@kGFxRPW(H?c=~nvv^mDlP|H|~~>6z)>(wn9yq*qQSQ?1kospnI*)K#f7 zQnOOKr8dTW0Ntr@^1I~Q$;XqoBri(N=hgq5k1vidj2|1{JHF+AasEFCcl~b_n;07$OJViD_oL56tI;cQ&;QKm zuF;L6W24JQqmdsY&B!y6yCPRcPLIrt>>Al9vPPsU5(eI>N6au}iwd+bi=W^Dfd08rLR>0aRH30CD~*SS%NCbtv-pwHm^n(e z{1#pOP-)b7+-`A;7R3*gM%J)fT%twseTDeFZgGbe#rG73B6f=_v?wl9XlAVzHRyyW zHWg;97WL=2C@xjz*e$NlqWCVXUG}HTmfxO>?$6#GD78b|%NF-%v-qY`D|C`<`31W8hSIzlmMt#OX7P2UIh-!E zxIvr6*OX?lN=u6?v{`&rX+~@+Til_|;wwtiSn;dHCE6^$tTcr+_FCMc&EiW+lg87s zMKu~5{6(b+`npu4p)V+noA?S`rOo2=N@G|%vgLQ_;&V!)#tn9hyR;}it28p)ZgG_s z#b*?T<93Uiv?xBUkahzu(xUj3LNji)s7GTrcv7KlwWvj7H+VuBb_4FvqWCzhUHSKs zEx$q+A5++Alx54W(8WiUcHo4o1HjDQv&6p3%7Pn}# zc#qOFF5GQR^f%(&N>gT0wzx-|#k$g@_)@m0NMnQ7l;S>V*`g{9ttyQhx7#f))1r8n z(%59X#a&ty?^GDg+byorqIieGNYrj|lNQC>6=F@r78hwzyiFnQIc;%|7R6f?ntRwS zs?iCvc#A?~q1~bu9XE?NYpltZU!sdQ0ozvv;cRC0pF2&El0x zllWV1i>frX_!UYMScs`bWg2?9(m2-PXmOhs#mkh&wz6AXrbY2mh0)dR7I$e;yhI_^ zQEG9O7R8GdhI4jn5dD`#@gjwx(RPcAv?yMv(A?H)QIE!(!37GBvs=`nu^XJPjNa+} z5?wqG7?l3|Wy>$o#dDQ*idALHFVV$wly-GF|Ld8pUcdEiTidIA3XGoZaFsEs7^9#2dl@S7}i^L18Fu4{(zf z#p4yC91KvA#*T2D!g1CB)o2_Q<|*^!fM24Eb74X0zf2DJCAv6AX(!I>2mBIUJXUE3 z{xUG&m+0a#N()$5aNrpKRhg|+n!CyYzeE?0R%(Y%kpq5-E*_=S3cV@^{1RO}QfXd1 zCkOlzU7V#fhm*7czeE>jD$R->Ilv{_EFPgWBc{oLBmD2|aHVN6L=GJ8>tRY$#?Nx# zFkcTZx)F}rJ_Vpm8F%x=_uLmlP8aLSk2a<~70ZJp2 z?12M(++QL7AULqUkNYXaUxWwt^KoB=X383%LW})iABDCxKy?=T!3#SMa zU8x;9P7Y9?#V^usO0CdrIY5mTx~oz=EL9G0r!|YaD9wq9a-dymcUGFkENh@$YIjna z5rgGGyVUNeG%Y5}fp)3gL1_wSj|1&eyS-AH4GpwQ?RH8NSgvcJU23;g8V{`~2im1} z8>KN5-$T39Zml$G++q)KsTIX(N@+LXPAiI271G-QS6We=q7Wr$p;Ak1BL}F_LQ6_%wcUYsr}dQP zhRK0;r*#!(jkE0m?zE!lD9y~W2e{IT;sy%SJIR4|qg`KNihkU7qg_vF(zr$rv>WZZ zN)x!bb)em7*HIcb@v-ejTT~ho`^bTIqn)fYigg_ZxY3H@B&CtDbpC%6t^fB`?#` zW;WIU*eWwQGc1!!|B?PQ{VG-gSe#ynwg2``Z<$^@y$a6%2U72)o=x4Ax*~O2>WI`X zIR77?S}_$*{+xU-`CPJ=yc#P39GTobxk++da`|K=@qOZ*#1n~I6Bj3X69*@@PdJHD zi9uKk;M@4ySoiO?_@(ia(yV&}%@@%(?C*oas@`bYGW z=*w9Be-Y;YM@4s!ZX8`Bx?EI5zKXmNc`$MvrvJx8_Ka*EnGjj|f13WE8a^z%W7xsj zzYP5q`ZV-%=$_CunElTR?HbxJG&(d07o~h_zGXg!mH#g^Pc#oOw>FDd6Cf*o6Ca5e z#ogi>v4Gb4`>+02s9|5kEh^m`;tyi&rH5_fmO>3XBXLQyW&9~?*c)-5OSh*vKT+1O zJCeFubE9PqyCbQiH9JMtus@P+pf$6vtYL>FU0-W@eObc}NxGia)UmRL9g=iit;v~% z8g@wfhS$-WFrF&ZutyRXHOIvTg&KBA;>nt0STL}LeUiTPB+bzyWDRFoq!YD9I%N%K zS)^-grH63hEQ@q4t@xW?4QE-T6SSJ9UBg)xZguKjQ)|+$;Uo)pI(3iN*d=Q?$)e96 zN61}v+@Q&Y8qTulhZw816SpGQaGpg>f8uO^aEEbwp@uUp;xU>F##e;GBziHO-i77HT-@ zB3@N)>!~G8)rZs6?Sf~y2d8p=u@pYj#)aN0Z z1c^I*! zIVa{9YB&)i&TGz!S%n(T#E5g6GXhW8#i{1 zJ?|UmW26zS7!TDVzJ|4$(yoP}*f&C2huF0c5c`IyaV@)MQl}8z0!URD5AVe;E4XNM z8wxvdy+h4l?fO?~hjFW{p6Kg8N(;tgvU-BAe=C(@jI18->t9N3ah0qd=j)$JEpfN3 z&hzyTrFqdWt8;z*U1<(~VX4mX^*5ziF(9k{NmqmvLQFfJ2$wb!= z3NZt(@)?=v`d(oqXIJ@zOmuyxFr2lkd_E?+zEv1n$*%J0nCSXOp*hj2(%D!-bbYOG zie061vAEgwl`>r4QuR;8y1oQ*;~h5$ca&H8RLt!9LMhgjlT|(!GrK-l+F?8(t9&wM zc73L_fTsXd`E1PW`cx?%_%5sa`djN0rMB2#R`>DsW2F|ZwyVzY^&_Qu@r11I?dyk1 zb9h`$buV8(P?{C5$?BfIzOOVRK9$uye0@)88duv@r~A50X-f3T>h8Wal_v3wgz9d- zE>)T^-m$B@l8UZ(mB#nCtGoF4j>6bxc6DbT-&Ppyw5xnVCc55Ii0h%Md_E?+`W51| zr^=^eqN|}WRIsajHYU2>RA`R2s&q1jz2FUnu2rQ|vAF1ZUD?jE>Ys>py$0jOfv^*t zA**~MW_G=*v=httSNTlL?0Q9M2cExEt&?{<0)C?b1}2)C8bh~kX1Sv6K2S*KcqT~|C7ARHr3vFlSw#mXeOxI$ zWul4>O!}D8nDLWcMF*xG=24~59qlSAFySK#Bg@-WG+@Gq72>kEDhe>+LkjVPfhzhh z;e!hCpph!-FYN{oC|tp+qWjWraKEyWT}APwPreVvSICYVG(%QVd+B?>S79d}#ZX1< zCA~*!hk;*C)LzoNl@>%;R#AIN>q;e_MpZ@aC9Ns7Q4gx9y`)v8mN`jQ(R)enQkoYf zSw-oQWzbFX>H6dlET|AXPM7!o>>l#GxvBF6{*sg`HLvC71SsMaovQt7y3N$=AZ# zk00AiR?%FMds+E)Phe*viC z3V;Qvqf&dOwoFY-4NYZ}zb8LQzMQ-_SxGKT&Pnc*oSG~qhb6O#-~MCm|GA0%5?kXQ zfK_n~z~AxDBw=)CB@(W%kN(V@5p;8&~)_+sRq$Rhj|U~XjJ$h62hkr7xI@UQUa;n%|thOZBw z6P_F1Cp;xQDLf>c4*i0a0bj)50TzW8hUSL$4Nb$^fFnW{t^)YneBFG|{9jl7{}q1; zcuCwVD!2+@-hcIX0K-~{=8b(PmdE7OKgEn$3sJkV@5FM-GWJ4rZtOd;EKOMbO1Yf9 z5RIEKqp)*?y%2qyFs-m-oV^fjn=qxYP_h@IYZE3F%BgZ8nl|>3SVEy~Tp<^tX_Lm4 zTKIilh^9>%Q<}%M&I{4BNux@0cqr0BG;Pv|(ySOH7ousChLvXU41$Gd+N2?+Y2y>Q z5LKJhRGOlX<*seUgwiBd?_J1cTf_{di7EC%?%E>yufq6nyN|23i2kE6mbLr1X^ZIJ z3Zr4WkBhd5{-rRIu=}`Yi|C&U!y&tmYqp5~p%BxQK5p3}`ny7NC9980c0xpdQ@EVf zM-@9RqQ5Fz&Fr9e$9@4sWgcP zxAbw%7SS)1CbqQuxMhpz=L+Lv?LIEqBKn!aSjO(-jxC~}DvT!WKCajz`ia7bY4>r% z7SWFt()Qk6w*LnT*R=YmTx0vcuMFQhS8EY{57s`J z*un1OW-X%26yiw(eO#}TgpDJ)@JlArFr8;*~i`5jP@(d;heUQ%e5J8D9xhm^>Mp4qi-tB7`Mwl zs@K@mZzxTpYV=XThQ6*eg*%`6xMGX{!PtF3w^gKlz`rw+u5{HkbEOm#;edezI|&IL z9Ka#;-g^nXhZ1^q9AJT%-uu#n3~UrS7GSY}we)5o({@?P(peT*qAc+JpF8q1`<`#V zbG|*C^SG7W7bI-qzRDUs zQ}qP_Tez<gIF!yXIZnD4AN(EwfhWf=4{nxa<%(3WBOFpXL7Y$ zVNA_aeI{4C1B}TdRUhSQA>5}J6FA)|SOcGAjBl^|f@Ce-Cm3?@PR7JGs*mzC@D9fK9NiZL zYU%!w(W4Q}Bx?6|)|m6F>I)LJaBpLc;^YegwQz4`bXQb;L7o=wEsT*+t}lqwo_jMR z0znX_g?kelT9x;$V2<*Q7IS^$%~8IA4a31W^9x-MYZU`Z^^G-n9b+M{`oMIz$hSA?s_vHztdo`oREyh0I=vAx=b58oS(JNVVxYg39%*S5AnmtkVQAWkz{&L35 z-l~s6D)2JKG!C6fsqUqWsky4pq*S+$F?pEkGbzOgOn=Wiy1xV z7TsrJs(TSDZo;a*Af^iU53EsKc7l{D+zT1ql~rF5QiXc~Vx=OWROmU+XD-x$j%s}Ri6o`?s<%b>8h_4PS0h` zZ>$#u;Z(ZkF#0Hs7X|55x@WU$=UTleh^Nv$i&f#q%c3BkO7~3GoXDs}t$=z4YxZch zs1;C8XT*1T5d~Bn=F=F{JE%pJP=Tj1rnXUwS`qaW#^nBLQ7fXJ%$V3hEow#7`Hb;h z^`ao6O7|p2&sn4wwKD37tTE@GYEh6;g?j>PbWgP?h^WFnp3$A476l1axbqls?{85M zP=$LOBfhtbf_&<^$1=+7B1)&8=N`kBTSU>!wWt+K4`=kZQ;S-$^e{$!s9qGrQt2MbsGO_xq9B(__Yl?`?w2hJ zf~j;5X3gTB-J&3wO7|evj0m3pFBXUX-~RsxWVX!A$c)c~(qE_FNk5ZboW3f3HlF_P zg1!G%!|ea%sZUd{;psoE{-2-P54HdF)Yz234ghZ_pHAMFyfS%K^04Gi$*$z8*!QoQ z_$2Xa;_<{C*aP4cRQ_8h)=Cud?Ei=O`|%gze~RB2Ul>0Q-S;+)Pm7QJ|2_AAyV!cM zm10Tk`1jZ7U!o63Z;k#TdSZ0n=w{Jr(J|Nw;4AkX_ZfGwdzE{(d$_x^JIh@SdjTwu zd>VNTEC26^EQ*}cdiGz8#KJ#>-w!_@ekgoHxEH$t>=B+Fo*Ev5ng3sf-U&Sux-WD^ z=uFi7+lST-O$sICkMaZgf_zBcAbaJpat}FMPQ|)^A-)pth-buNaiusDe^UED{Twbs zc+@oMLVDhBo(jc}^Pj_Y2+zAFU0~HiBi!e3B_clGats0XIb4hAGZtEo9;Khd#fY@m zsyjtLhszP^0;}j2`W!Auq&-&AUG_O#kx0+8is$Fg;gUppu2mUQRa}$s7;MrxRx_%K zOA;P~O*-4+1YN}yiQaz}VXJCcO;>S6B0bY;VUn)mibQ&b)%@nVic1pd=~n$6{3@=;=GE>6n(}qmZQh%Dy~$dM_Y9}bQRYs(xa?KJYB`biu6dUXm?-5 z)r#~8t1_ypxLnckKiq0kRdKnZReJe=|HOr%gm|=nin5nId_t-9$<8TtJ!I~y1&u= ztY);X?q_sgtLe0^?rU@(t0`Ys_c6M+)#O-R-P`D1Rue^C-OK2nR^wf|x~I`Sta?ZI z)jde%q}{E?oV#>&ck|-iEJt_L)!mHlYSmp?S9dkKi&b=lt?puUXREj#RChMIlT}Qa zsP1HRN2@Zdsyjk)KI~xCRn;AUI3KpRnAFwn&HJ|_Y*jWBb#*(V+gdHGpsU*&-NtHu zhOTa7bZe{rdb+x`(XFiNZe88V=$2O1HoCf{(Jidz=IZJeMmM*bo$FUOCzX>nvzl>w z{px0h=U7fVH~7^#hBvjGqObj?=A&m@P9CDGvyFCJP3)tq-9|UD8plO&6Qdhj^)}Mg zjg4+(HKufRBcrpdMsWtuGTLR;#n-#b=!RA!&<%}lU=_{ks~Z?y-zr@S)`#NIuV*!` zs_Ox9=-0KF(A9O#``00Cl{;BoUB~F!Rtq^@UEAndR`d8B)-t-LRUa3VHI2@+s`0rq zjn1&D@O_(M6zh;je}-JAuC8G;n1*M5vh41PDwnjpI^1#pqzE;-8uX#8Gdv=;~^ldH;%pt?~!Q zcSWN`s|8#+i$*6}rK3L4=me`iuBQ`>u3%M<)72G>j<>3C*&AtJuh-nlKu-iuq;LI231t zXEm#;9uQ|k%p%U*RsfC?w(2AtwIBeCNv_qxbX^Vdub33Enny@z#ow@1f2OXs;%~^R z-d0yz@mE?^2l&+>{^CnvHRmkyt3m#ilN`%gY-&;s0bw_6I2e3)%LY<+L;8 z4^jpO|7tnqRQcJogi?)ATj_#`mgB&c{ezxjP)`LL|7HvOSMJgCHDY)%Ns~7|ZO$u)N zmsMOO27?qV+J3MqQ)-YxuqWF7X*H<^DFVkt+xHedJ!lee+joTckILtS9t;w&X#3VG zhK9i)0E@P7tmdI6|F(T?)t}@K2KiUEePvZ+M~cB90L!*7Ei2LH4+aTXwtZnaCl2uk zg9t3!{$Uwqv_D807>D|E%NgvQHb^NL{F&u63WC8P2g|lkEvK9Te=rEbvh5Sgw4=>n zkc4I1-z_JcEBwJA3d^>SEyuAR&tQ;+W!v8@d)U)p(1hW(zgmuoJ^aBS49m8UEJvLu z>G}VCVjp_`|4!!F%>9|G@%;aY%+8sv%&M7ex{3aOFQ*?#-+$=pkJuV$e zeUqxEs;LK3*QI(=N2hj6ZJe5t(#ccidi0R!_R;mC zD@Bu7`TwE&qPxVs$zA9k>+bGu>`q4Y-$dWPmm`lvZi`$LnIAbIvQ=cw$izrA{Lk=6 z__=U@_}cJ!;iJO4V%))<&mRwEd zu%sj@T`}cH@k6VHJ^V^ge#qhnR`bq< zekG_sWbu8=zVozS2?`Kde9y8LWBf``fym;BWhGAYD?te&iw(;;ah6{RY7kj`*K!sQ z_A90cDb_7#PSTa22oc3$tLfwYN>GEy;yYGTm=9kGiV#_R+j0`?S}LXrDZXVnafYs# zDx~4p-M!E;;WY3!*#`! zBE?s%Mhd!ON|EBrRxuH%5|kod@g=JvT``qN@h=uJeY`@I2sR+AS&gX*6(TWF9I`l8 zS4ryg}<<=M2Z7elS)@iB~pCKY9gU4rV=SWX*J&NSAt4J7N4-{;i_4oQUpi;amz7* zbA^f#@MD&vVs~9J^mcVB`8N^v1D0`m|qF%5m~(7vJ$uZm7pMz#l@C$;%&bYR3x%^pXDrlNKlf< z;=PtL&b59es7Yk;9?MuS=U0NFL>BM1oO15)D?wQzi+5R0I%QpHrvoU8cUn%IqAR8_ zDc)f0gHOkC$z+6>=jIV$qHVyctkt(M&*bj4IB#apaK zR?-zyofL1jioHfFraCF!WEC?4DpZ}|B)HLPN>!*h!AWp~#jLKF+N5|rVe7V8o35DJ zqtNA^3#ndLnYpnW5_?4hGk;SX6YUdKa5)>!0c$H=4+~ik+>O>Z= zw4B4fdX=C&k;N-4W5%do3F;GByxej|%N zlL%XtlsQm~EGL}r{Yp@z$l@iI<7gFGF;z)D5oo7^RM+uF-EvlFf54O|#nUWj#0LIAP@>4< zsg~2C!ygE06j?mQateDJ4+KSuES_vRDc1G}f+|H8=Uc|Ca(^HwQ)KZZ%Sg(4z|<+l z6D@nY=mDxza0;AYHP)pEs8E3(Z#A0J1Ex|b&a;ZbdcagF#pA4E8@~ZlsT7a3iW6ht zSo68ZSjCAk5L7Cnc(heHMh#G*f)nE?s}t1#l_@wej}xBy16z<4+J%e zC?0OLuz?;3N)%B%%xZo&JrGnVqIjrP{{Vl$6ez_*tZL^1f8Y@MC1mkn%L?~D2TXxd zJjilzUYG)6VAu}Kr1lsW104N90&rlDDG|9J3tQvd07p6!)|mU0Dyb z(()cw-IN|^rRCkN;({>{q-9au%_`Qf4g_IY6nC|XG%?W1%DY&VaWz0$8Rx~$R?}*L zqB72loh(k&13^$0#T^M-x8L%5Ajrw0xP#R~K@YTI^7dBqs#WwrD<^MlHHW_=slGvMg?9If*bb&`Qg5EGOvT2WeRpH?)$& zK~@&UZmY3rdLW3(qPU6G=wv<6O3E8sbzMEsO3E8qjU@CyD=E*iikmG1t)$##75Cr< zT1k0BtFoX5C@JHV*ud&oH9$cbr^Nae$LN6|CX3>FgsppUYnuLl^QiydaHg7hFmpp@ zVP;-t@64RcG|c~(m;vy=*Z+Tt{(qI!eW|Nb=cbPOuR8#rC*MdumApH7S@QJc!O88C z>n0~96G8vKmoW$6&cvmO(-Vgzc1Wy`+5f5dzvF+4zZ8Guf3E+3-dp0`>|N-c=8rPAA9J3uK#}~T8ds9?TH=}-6J|XIyE{rin+z^u=}igzk9WNj(Y@V z0d%>mx>?)@_yn^6o{HQXxiWHgFky(+|F!z6X_|x!f;U~g(hWo;&hUbR239pU* z|6b@{p$|esp@-1};F8cOp}C=LL+gavLUGIk_)reXvbyy{f^&zi;}S;tE^A&)(REzHNb9V=xKh_~ z2_qe5)pDG!;}S;t4yy`9bsd*5(zjW2p_H!U5=QzKYgU}7>$rrGzR5}}1nRhkk-ov2 z7DCr?5hHz_m3pt&aSm#aE1Vst2mSR+MM$0dyLMMgAatm6Vk_yQxH z2Dp3?KF^5m>vdeb=rs5-a}^c@#F=AG*L7UB=*JvnEI7lu zj>{J5v#fdaIIZKdMfwb@FHY5UT((G`X4Pn8T*qaLw8E<7UAm6T7U=+MP7dihE?cBe zv1Y|#x{k{h>65G(p>-YCEz&1g)1pn+ap59;oHd2b0qW}+eT+3pzs0&nA7#asy}G`R z(MMS0SgcZC+vvlr9(^6wGP;yCCU?{IHI0^8qoP;WXBu6?>N@AE`V3Oh@h4X7!%$zt z;6sdPxm2HS@Igi_7N}1%_y8m3kJqOHaT@e9PRP|eVK@y+Y*SRd!@T)^SP%zij@et+ zS0|Jmix~^f1-d@P=zXktG-9exHhM3sk6u{y)r{W5s>PYQzN*o?S(W%m*H<+h({jG9PcnKtYf3KG^){oou_h&cvK5Wq%9@Z_ zT`wBFg*A>IZuN;qZ)WwJ<*Gh`RCL_L8k?)?D;T_yF*;4v#~ZwX(aoy*ID^+SV!1$l ztikIT!%0;iWAIu=^x>-)3|_-1x6ak`K%4_tGai+z`!JjXSFxR?>zdvyJFbMadb47& zOkEkhg0SiYxI29 zxVTo=BSsgpdcxE7u+d)Dm~*?The$=o0@mmzsxA%oFro=TT^Kx%F%ngE$Kbh)XhJZ2 zuEBE{Lv3pK9D`>wq6Pc#*+85HXEAP`8$Jt$v*1j&1NHEk^k&&{1}sQ>=)C=c9zMh9 z>8u5(u7^)IdKzmUw^N2sGkPkkkIrYqry4zlRg01yKE>$CtV-Udhfg*-pEV~x*2D9S zp2V6Juj%2FjGoAvK?|7S6OEq0nnqXk;S-D=&zi!RGJL$zd8|n>TMy4OdK_!Q`9cpL zXY^QB>b^F7tkGjwJ?!l>e2mefSz}m4KYX;&qgbP2vKl^$RCFB4>h7wBk2H7$VXp?n>QZ>3!bpf z9J9Y3K8R3u%w;S%x9Z`!Mh|4AP87oj8a;s37i0BskYi=X{;XOo(ZfNIl^y%BDtV9| zrX-7hZC}=$yj%}cmWA%aniX^PaFAwY$KI?N=Pf~5@dw`jN(XLn`w(5P~_6=!#0jmhKna4XL4%o-Il)o>7J zMaNF8?tyA}C;Ej&$BvAVd~P@hvtGvzjA1n#L|M_XJsa*J4+lwBbZp0na5zjs7AL{B zj9zY-Vk}OAZP>=B;UL6{j;&!R{xAz_%q%_J%CK88QYsh@GOX;_k~Qz#t%rjUD?7Ge z^|8QUI7qRwV{=w5&eOv|jFlamu`0Qh9;O_N!##&JCpXo@lw_fsvStOoT0xeT9kW?8 zXnr!>3bWm;Y0U8)ZiU%RSX0iOdbky4H)c&@a>Q^e%x=V*z@`+#tuQ-_HSXM?hg)H` zixs;a=;2nF-HIATaHr_W3umfq=q_WwIDwRLK(R1vHHe@MQc zd=dTsZ^I0LlamJ~xB36*|2HQwEio1wqI?}6jt|Bkh~I!U0Q2H|$2W_w@jv_jZS1Y? z`LW+)U&h{vJsazfU61~M$6*%0oY?f(_*f+RU9=H>F8V<9I@JG1M|X>E9G!x-|G&DQ z2W$TqyVtnqxkqCjK)2iJ7F-7%0N;*09k~zn|5=g4u=an0NP8q5{w4fz_~r0p;k&|D zgwMtf0K0{|u?}EtI28Ie)Cm1K^ib%=(D|X`(FJgG>;O0+6vbSC4`fX~D({q+$us5Q zau@6YxVp?s2WtW79zZ|#09+uBZQTP|?IQSuszI;Ors9zCH%A8JQZv z$wP>JeGI0Z@6`xS9zyKvV=(1>qDFA?5Mo~+gGuKnHG-3e5c~QVOgN9L5u7}P*w@Ek z94*F2aP|;lUmt^>*ien&^dZE?J_cj*Mm2)dhmdYF2iK6OI4n1U3TUDbQ>oYp&^;|T zGQ$|Q^)VKilp8_$L$9Oe7s2bo;oJzSA2Mv|V=Uz6Mo|2aVM8BdGMgPi?K9C6Q?Z?o zu}pRZrO(8en2No83{B6Cpz@)2(ndb!5_fD0v8J1D^o1 z;vhAGiieQ)?+GyDe5poI@DS4eJprbjm(>XB9YWf_C%}}mOpT!2A*B6#0!)gO8bP%~ zNc;B$n82=QBPezVY5$%8(O*Z6pw=Oz{d)rR#C~dIfU3&t{XGeSxjy7%C6VS?PMAN__rmD4CQ)_09>Cz*n#F?67q!Dc-7mP7ev#fdN z13h9&oT(XBU#zW1Oo=l!&8kIRkC+l?YKm3K>-C5!ai%6&bF!pIOo=l!!J5V9jw7bT znHp!!IG^hgQ{qhZSkumk9x)}()EH|D?Se;4i8D3In#4-Z5mVw!by*V_{YFfQGd02* z$Fj*0Q{qewvw9+_M@)$`HN+aj)=48liGyWLtWi2qOpP;Du)1fe5mVz#br>VQ8Zk9a z=kJVIP1!ItPUmlop|EP08mIGDMl6?Zm>Q?^Ka68@jkAJbu5&rt8me(-a29knQRW8A zs&Ma9HO?@&jInTxZk!&R1f9Py=FzR7ahlP8v-)Vz-8j|g&#W4E!WyR-{fSkH&voNu zqd&6daDS{Z-{`+svvM2VILYV_tQoW~Z*ylR-* zrt=j>xqhx;YMaiN88^)}Ol{No65HXbVQQPszrb40Kj!O(sckxIj8xz@Ol{LS#F|H6 zv4*K_I$vb<(aODHYMag%ShaXUH%x8Q`8=z_79kB&+jRb!HHWQY8m6}Ce2z6s2iDX! zomJM1n4=q}w&@&XO=EwehN*2jpJh#nnYv+Wo6cuglc<>*rnc#Pnw4&IG)!&NSz(Pk zU+adcZ8`^7J#1^&KsZG$*7+1`Ozx-~NT;MvvPKaQ8;GZLYCOT}o~9azr-Y9)Mzm@m zo)SLBi2L3R#8bjY8LIpD(LSYt*h+XSBOZb^5L*dvVU(#{1F@CPf}0t~E9up&wAo+-36}IK)?h#gLagk(k~M=TFb$JpJFj3(J0IzW zNwJ-mv!eLZ4U=L!FJnbLpc^K|c3#SwKo7@;NwJ-Mta0a2s{ij2d)W2=mu61O9Guxc zvtDMUOfvm*`mgC)x}3fV-T#hF@1EW`JsIo&o2kF2UQRudx;1rS>Ui}2+bp$4YJ4i3 z{5JV+vYIRh%C;nOd_4t$V zyU_RVwD{ck*6}st6VUnpTd(dt>n--K^v?7S@wW5U@mBQWv7cfe#cHvov0E_v|Ag2+ zvCU%BVq;u?*9zz`6t3(hTjTT!uO)$KO=l_cw0R2pBRpWzQMZxO6cxTU+Cn} zexc3K^FJ?tm7mI2Q0w0&FOnz8edT6&+CN78Ei9URA)oK||ZUhj#C za2#cFTI<#FnEVqQ)e1SS_G)=loB&6?LQd7IqCSTIdzHm&$-d1MtZN)}>T z^3`I@ZR=TxnuVAaeYH3g2cu{qre$9(mY(Wah^hs1R%X+>uNLQ_s9G>-Wj3w*YUxV& zh=}b%p$Z7Fc z%W)qY?gZXVtG`-~jfMT5UX(C+eK#%tYI#oX1xFP_PV2u~j;Gvk6f)$r0IcO`stZRk zLryEeT8@$*j)I1qmVmW9<@^RmO+!wLz*>%`s&JGw?{gL zX+us6!CH=?ACBUNoR)&MJSN|Uqr4%f#b7Ou;)2-IivkCK{%%?h)^hh0@JWVgJy?q) zQ@|%0rUhXw4#&VJ7^Wp*Ek+FJ={=s<>;BHNgwBI{qMH_lwO$;99tVwyZdw%9(iQQ+ zD01khqeWq(w?B6Uqsk$sRbeeggZ`dg)H(D!(yFi)=bfM6D0RqbSy;<`(FsSjLr&|$ zT8<}Ra1=b`v@opYO0ES*%|lKr!&;t`N5E0`kkitzmS+W>ONSb#wP7vKIA6n2{m|=a zaahaK&YN&lK;*PKtmP@^eK?9Ba#|kN@?>yspbjFZ^bhdwNkA5!Wqa@kLKBDkC~+hAoGosEp{OdB>^`4Jsqi{Wi39FJVn+ zP#KBtw^$3?LwBL!Ty($5nm-V_v(YzL{bQgz8GW5qpMf8E#~=`Nzs9QYbhf8=2g9#2 z=a2|`dbc~l?IgQ z>aH;-#fD&0D|HVsCy7nr@np+U7Ix}Rr_Z3f+pemv3r zXV&N#XizPQ?&nxt7aCMcqPxn99!@>ILA4~h2U#(XqNg{gmPGfntf4iao0xy?8CJP{ zuBVr(C7c*fvmOSdVhQI(g^@04rdH}60JiQgU?yEpuPK(gpJFaxgLc0a-F<8f3^Z%{DF?#G!mdOG*?1|^g1evDb6wQ5gqP&CQzN11bCFK|#c$?iv( zvtl`z3MZTd4>M;Z9c`+ez)P9avIt(&aG5zJR|d~Cyo5O^J_FA%{3qswxEj2M;fI*x zcy8L$JKgYu%;<8212c_SbU(lxn+FYwDAC=|8eI(<6j7qP#Ol&FHYlP*_x-H6?bOp7 z6j7pkF>7#g1VxnSzK=CD5w8u3DA9c{tK1yt0Tod=IqqRS1V}X$PL8`7=>%WJ{0?^k zTlXI5yKPFS?mJlvc!b*1Yig+OJDBs>B(q*eG79IcQSi=shq-x+{~Q8zQ;YiR8fI%Voqaj zNKbE2RLSlenK8V8OJA+wTegORt1FJR7L zmR(OT0ypvb%vp5%?de70CSJ%)`#|*cB5@PZ04A}3XH5xd=_(5oUeKo zAZpW5IFs2u3yPpkdIoEx4T_jedO9oS>h>%^$R<6F6_4k879e7ip2~_z+dT_Th2rcu zg*6L21&FibWX4Xs|77$2`M}n_imjmt*7T_-u@-Qo79dyCuXZA9p3=es&tq0{u9^QopXUF+lX)hy`2V&3|C98q>BrM|q!*=6O&^@z zA-zF*73}}FJoQ=X_0*H8yHb~?PD>q>+BUULsx1{y{)q1XL&mPC9`#$j{|DTA+{@iF+(Xd&e?!dw&qe+d`8@Jwq|$o+e|ThP%>SPp(c$01UxeQY zKN~KEuL+-v=l{EeXN6ZoCxGSH1Ms!b6QMiN`~P(G0o*Cn6!ID6GgDKS}qS@vTr~^qc|RZ-%$RL{{uHsQb<6R+zvV6%$l{Ft~}r3asv7 zsy`UoL}5H5?p5{&1Dhy}W5m76{$N-Wg|UpdSJ@v7YN9ZP5%((l$KY@1i9&(V&-E8z zF;U2~t)%*c!Aul<82(!Wtxq;l{bndDXvV@px<44nu-1n$?>wpdgOLok$XR_n$>|S9 zGFiy7YRpsb4@NRs$gnCb@#v?K3`aZ7niDwVXefiGShM0Q-5-o)vXErWh<9|q8OsU@ z*0gv=_nV=t5NAz^hjhOg$qF885)U)_%|KR&u_n-ly5Edrg(xdl>#6==7!w7T)mvNj z2ZNX>L>ObSTz@cxd4(`zRP_hrmnei_W@U9QtNMe{OB5tycC6|T#x7A1jG3b94@NFg za2V5LRDUpTiTv-3sSZ^NMlF&5jWM~cDg|Sf$p6Zi*i)Cxh?V~jW88T~mx2LH=9jag z-;XMp0W05Rjp0+xc$Htq7@eR>X1L1#!ssehGNV=g-;9x@DxFG)TI7Fb#3R}g4OYOP z7_l8%$qZKc9~tF#xe|?4p2+`;aT8Udkt!zhKd@mSFPU*F|4(3R@iKP8Dw$y_|2->h zidQnDRQ@~GJT@jM&7&Vm=D%h2oey>CIHTXNYU~SKI@ajdtV-OdOUD@fiZv&`(50h| ze#x4}E=r}NjDEqIahB=Qkw*W)n#NuA(h){KXHDS*E*)<4Gu9*~7L*P%`YCI|8CIo3 zNk#q>*7%vabclKB-x)n@npHa3=*O&d!7CkP^lz+D5m%+T=41cL>K>^|2O9i{5uvzr zfWZ$L!!cFb-{1#~n2B84&*1xv($AIl1>!V#k8w<{v=1yM@*`|(s?y%(%?(%(cxH^* zRhRZ6l=*iVv7xFi?P;{mN;8p5dl(&N#g>`6w7b!FShdLN(r!lIW>t9BUfR{@TdX;; zo+|A^D)Mi#W>43poy|+%V9YoRRcR;l($`tjC#cen247=Lt)fah7<`p6IYpPYHy`>6 zBR!rgZD;glR$7}}+ScextR8MWl(sSY7uJ~gM3=TUT4Rlh^;KyrQjs5G#gJFp(%_4X zbOvl;@CC+jRFyV2_&g(~>y$P#_-96Jg;tsa#2N4$VCcozU*`%8*QGUfqP+}aLD^YsINpL^gs;U%ZSCL-~ zYpp`wQJ1FBzasPZF&0q$mP~Zb-^-fEVt|r~uK9adX+OM@iLUv(St-`5RcH zVoy~v@il)vEB3=HnfRK&jxo}%N)%slx?IbMWho`fufS^j8i2OVe{v)y2n%fUlzwWnXfZ-tp9%?bA6^ab6jSx%%+*C znK8KW^VNUt0C0GEXY2qlIjvK_r@l%Jrv_8~=m5ANb!=+S)TXJasWI3C;H%_2$!C&_ zlUHF5z~RZAle3bOlREJ`dH@b51{3|51+XA-Ok(%MCW($jA>qWojK33qCcZd+Rs8Ju z;qjf~8^%|S=e%FNFTA(CXS|Ykt=Hon?d|4m>`n1B@BVjp?6TPDv4dmV#nz2Y!Y%;I z&E==f;F{oZ}geF2>SZ+0(qPjvTlw{+KZS9Ft+W!MSe z4XgpUKXPrPCvr?=kI1Hx>5=h~Ncj8kd*K(tOTssYFASd;-Y>ir<^-%1&fqS<=b^W- z8$c;^ZKx-7OlXhLY|IN78w$y9WkdcM`vKf2&qp7CedU&NZMl+6qbJ~J;!W|ixL;f= zdc-lRhP;p2*X{qAIXxKuW?~hxsv+(ZE+0i~agwVc?PH>Kdvg?Hd*^Bh`((>TEjl4r zL)ItzWz^hAu7;>j_U}=PgmX0{eX^fNE$rrM2>N6{jao?MY9|}}anxjIwuYFG3EA!c z8nupW4JjWJvfF9*xGm2UyR1M*t@as`jqDR$`?Fqjc#hmzusv+7FemRO+v978i*%N*- ziW%o!RXft)KSnW)=My#LdV1yOqnL7DP&LGQ!p}xANpC;Q;HRUQaPCqygnD}AC!>gc zO;rt{p78IZ=!vwdA=49nJc_v0t!jw$gnt{wsPl2IhD1+)&cBYLyJxP3Ku`A3sA2Yf z4SAmI!%+*%Tn%xa?1NDY;iN#CCwqU?q?@fF%+tYsZ`2Ce8nQec?2%DgHCIEFr*}4R z={D1>X60%~@?`IhTH#n#Lyo6kqdsbR=W10$j3*o(Mc;Wx)sW%|-x)z zDCATP8J=GG)+pvgRn-vT3Ev#WELK3&5a9{m7{v@$K-7@n311(@w9}_*NbrQOjbh5V zNY#+w311z>q;qwyh6GQ)x2WNs3g7`2nz!G?>WPT1nP}dABWp}L zx@Mwz`wgs7F-Fx)G;hD2)jdMhOf+x5jxkcm)q-g5wO`8^RyC8%+pl56v#DC1{@|kh zYDO#_t(j!reidUZS2M}H{Ytiss+nZoeg&+xbaX9M3zE5LznrnKzpj~J-hLTl9(O2e zCYZNh%Ic$@ubE)p-p8tO_qS$(dHW((x>Z**!Myzv)|_}$*Gw>PznC?PWn48A%-b(w z&EOeAEePhK{SU0^lXT7G^7acEQ_ezNGr7F|0@fr264(3%&u2{>tZF8fw=ZOj@1|=e zmbdpZdURr$Sl+&XH735%H51F*dst}}bY7(BxnBPndA!`zz!syS_LkOEFmD*2c)Xr^s=wzewS(S629zx)x*Pg_h zLm54U%t?A8YZfbQh7dbRPhdqWK|O@vNqRhM8a)e!5Isrfv8F_q9zymcJ&rYroG&gl5+2GJ%Bvy7Pr^eO<(j!6#7{c@2QzM!8$$Y|<9`s_ zfocfhlioZRhEj12%%a~-4Iz9I9>`cYTn!<85+1;qKUWPQeiH7_=%1#CkU!}!w;!W+ zUe!ZLprrehc$=W`a_7Jq+a zHMWl$LL?>Ji7~pO8bTx`+>z1Es3AmB!W|gVKxhb&lyG}S+^HWzBqiLAF_cq7$fShZ zGRi5rA%s#o0k&b>fa?Ey#BO%}e_!U5%-qbjnRPO4nRxog^atq|(hsGtPxqvc!v23< zc>14C{X6y7R4r9b-IQ90+JBGK?Ek9$pHAMJyd1s%4#L|1wUQH)ZsNPdyQuu{Ph6Ea zD{*LI`^0+a{FjdZ68|{cz1Z0c=OTsZ*y;Y z@ZA5~*t@YR*8N`_I}gwOcZqeyR*9vf|Hj^bwP-ndQ*>eUSUmOLI666+bDQob?rZMj z?j7zT_Z0U)cWYGq6WmDT+ekg~Eav}T896g@NMyUnI*}DyJO8~HE~DDNAbfmy@9?JK z&Tu~T8*2U6@x=cQbo`r-6#$!urlZmq@=N)a9FX_QE9F^O?Z1=UP`2ZF|IgwhF(j6V z8%3`;27gR{ImRkXft__R&7(Eta7OIyFUMd-e39j}nCvgdXhr-7%PBG4UykvL_(ID` zafZJf0~YZGmJ`me{&I|1#OGU%J0JMVF=i1jv`iDemt)i-?zJ3~%lzdSwul#4j!Nw> z$GAn@W7)-Wy5$(SFzI&Id6pwH^>U0{q~}`2!-OV=E==m4b&l1LZer-7m!54AJ4-b& zc45-)th21&iZCdM@4qbx_opZz9AHR2;JqZ^`bVqBx6dxYi4 zG~L9&MtZnaG{J3RWFtMyYRJ`13~i)`TE(pHCdM{8KMt{)P)&?&bbcIcaYfz4;70F1 zh!EF2IzMLXCWbfCxmF7&_)Uy&^h+FQHSgTxH!;EyA7I&cp7Wa+7UBBi_w&Ts-ABG29XFYS|MhzlrgVco)kt=Q7>I zfJcAVoh?V#(@l(cq&r!4$Ll7BJklMlVuR8q#yrv;tcLTti9wHad#j--eiNe}{Sez( zm3Tng#JEQ%$F`PF)=i9ilVWn#HWslMrn!yzgsn;Gzt+`bYr|VvE?|?1=2nKcw4A5! z?3RYNuvvR55+|=-F%NhBi z-<)l@+j5$?+wdlqQxd<E?Py*R>i}y1A~=b*zRa>gGB| z*S0FRSIxDdI6c;~dVp%K1;n*uO^avx%{A%$a@I`Xj8+wd4IrB{4bQM#z=k}{8HU%e zoOfRJn`;=R^)#&y@tsfo=5)i;ENiR*Y)&&g)v|KF@S9T&cUsPg#eTEXaEIlrT-$GU z7+&3SMqJ`IS2sMxa#|egH>Vh$Y&j)P^_!CouVy(Zw)LB<8D7~1+l;Pg72CBm zS2S9*if-D?qS1*~(O|tf5sLF;g4L{QP5|QkSivH$Yb%)dk0)$ZNhkZw@uYIrII9IZ z;NuLBwVbE1daU6wmVJS9Y>eT8Wi5r@EEvvPRw3VS<_-InbD=Z*rf*nV&Wftv)P|Mi zjF{^;mEoM_G**)~bB42)Q*<6=4QDJT#p!-CV>oR&A&_>`hEtZ~*p;T4GMu#R(J!Ag zoUj}V&GwtEL>;#r6*%=;iQ2R5;*oJPNYr9h%yMLP-3$V?m=(1e#)%N*X)(*SN~cE< zr^T#@RoswnQkur;5w;4XEREA6WO04n43e~%B?((gLk{+vtspI|qWz}d41%fa0=4M+&MKBRFAMUt==#;^|@tV{K;Py zWNF#;nPrV4ZdnkfW!I;cRcLdn{~r`b|F8akt6=}X<>}ATZ>FD4FHT>bJ{NZYc0&h% zDR}<>Tk0RFH&X+tds3ID&PW}S+CH^jYNb>%`E&Ab$ybt3B=181|1*+@CU;D3kZez; z6Tc)rPQ09WG;w?4;>7&K{)sIUGZPaMZv6ZBNc{QulK9Q>3$X{_e(^2Q1)vy@dH?c0 z@Lu%F=>LC#cf7Z^HwX6t#(R<2_vrusBKiQ_8oMYqKXyQD>)6_{wpb$iQ}iR;30NAv zC3<1>gy=re&Hn4@|BLQY_g42JcfNZ7?ggyn7Ts9nUy%2pt z|0Hk14ge?M$^RB|hFn2L#CM`0p2H3R*WtPU(XFZfdMSns+$S1$BaVQX07IN#b7~t6{|;|i?M?AN>&WidMSnq(kob_Xv4M?BL(g^jk}!HJy|WqI6-(BBNo{# z#VA2|DI;!TF2xu@*vE(oMoTe55H4brq1;l854eXl?h?jCZYc%_+{7GrFHA^b1|ch{8`V#jrqn0jrM(J4-Pvke<(qSg)62SRh@< zs$^0x#kfG)%bG(U)TJ00NEfhX(RXes1_sg|Ry@GeOEE5xp2wO-|C*&37D&%!O*s$f zGDZc`b6Atki>i!4fqvn$SrcceGKK`gvl!#&=rRTbdjFY>G`*;d@qqLU));n5C}TJv zJ)Jcw)>dVV2K2F~vAV~rGR6YJQyDSQu#Ay_@DxVeAu3}WAUv57r$8B_0O5Q_oC0Nx z0dxwS#OUS97y#%LIFSwi46gq4<`ZD8nTG4AGOqoE$1@i8(Pdov=@**En0GGLWnB76 zk7M;Q)3c0AKk2co8tbLYxb%}A!>Yv1x{PZ->Cvn?@trQ?;!k=MYt|W2WnBB|2Ro8A zbEqog%1?L%WBN2z#&w_YaK_Xrx{Rwnedu9~N#`n6#zmiAdMIn+992Hl;316hLv{HO z^ZtVwJp`%p!A1{ajfwfXe2~$(tWmV4EYCF`dmyX3zbYSS@Bl`%zAhhNaDPVJ#xCz~ za6iTnPKx~u?#qa-$K`#2IR5)Ey1DW`FdYBA*|Msc`t)|GU7Q_ zc~66TFy{AEV`H?<7^;#^BbBG5o!@HnbchJjW_;VQ_Os`u=Zj za5Kh`r^=fdoWm%Kx$+z!j{l~NV{_$AVL1M?*`}-VZ1d)BSaA1m#+YtZ?l!myV_|bu z-o)U>jQRCcd1HecG5WJrc_V|f7&We)vk2w5E=J`n(&a9r8?xrmv8lYF(G6I$=B%ZWaYKZ2du@4 z>80hh%uCl~^e|(syry~SOxD<@syx%+48~}?D$g*u2BWK0c@2Zp8PON8Jl)_lM*8+o zGdPtogzxH9gPn|W(_Fa|h@;=ZxPdBnz+!UT>TJ#eU0$8uEyqn+pLbuz^ZxP_qmx++ zco1ElY;-kN+`iG})r_vn>SGa3c~zsUuxf$p?D1bh&7BB5MMBAeAQ?oxmE$qxbRz zqbsm_n5$lH1=sPcF)^get>8M2H7cg4au8g_xUsD6L8=_&Rxxf2BW5#{gV-v@6&UF} z2vVyUmuEyvpmGpe#WZE6&6O zYff&b%amH7an>vvbe4nMD#v-O87%lO2far&3TGC3c z5!M7AQkR3|D#nFb7wHqnM6Y4uY!~=dil-R5{44 zV(jmXk%C$h#8xr(H%1HvOH67V`zs^1MOtD~>)8J=Vp7u*O0Aw4yPR=MZV6@9m>An+ zo2-@uiB*hU1`BT1%^0(VT4Dn0*k2e6d#EKQu#WvVV}5J3#01u{KQp3B?2;g`%CSE& zYGk7&L1L9-e`KXvUWR5pP1e+y=8jMbTRFveoTFYIRFo*ZcAO9IyrS9IsmMfS~-dG0Qe^UZoC@rM-PAn@ng{gVAJ@t z__%n;`v#o=tKI|N_2>aG&)Wxc0cLtd&x`%o>IL|J?*YVd58$uSm!gkG{}^2qJuP}j zbcg5$(N&^Zce(qS`-VH<-s@iJo{e1qcX2mzr?`IPckBZ24rTQ|PaumqL$)?h0KVIxBQ|Xy?!@?gQ|a zd|ED+SIcwdk=O-bBRNI-=neQKb^)mV*G_)rDKqO=vqra0{7>q+guE?m5(hJQnB#VsLBUUdo!;qZFiY;Q* z!eAH@asq31bG0xSg@jyzF|)o}7z{!}j%Q3yRSSbL2p3VtRF_(4h9EhXF}bl?Xoes; zhA}ZsEi^-rEHK6=tA%C=l6gk&FugDsf-nJqG3G2$3uz1zLTc9Nu8KN85-LXIU~2nF zm}89KCWG;Dr(P2_%Fu% zYKodO68^yGPgT^Kk?^04dP7Bx84158!{F*VnjiQc>gkLeHc2(4mk?>2#NHKQ6_HWIyNo&KkBT}g(o5^C*}01PDiRJeX1W!%RU~|e zF};y$byXB^Gp4put)`0NEym>bs?}3byvdlrnYgq0%r_Y08*9^1QHs|YJ>0NubyO6u zvBsQ+G7S}lc$GCeN11ktLcGH0;_tkj`KMlH#1-1KQuM@2jNzQ=qv(mhu;E#J7h zMDZM>e~vbd6Q!s!YBbj{jT5C9WK~#sZW<>_@hoc&ZPi+h6U8&E*?m;dHxbA9X~qn` zn;V&5zQUN^NtwQhLJTmb4pOFTq7Y9pCh>jW(7gRg#sm)01_qyCjIXa-{Sw9Fj2`A4 zwb~_$$5>;y8)>>F3h^jw^iXAbB?|Efqr0*)of3t3m@$Imv=;sQo>gw{xU9+Vx^E*w$ifW8(%cD_roQ7-NiWjB%kDgTa6SQ*Dar zL`&}-2`#b7p$k^no7-#DU+yh%;#{3;z`GdJ_-vc#Deh#{mvj?7#T|^vot0S)QHUPK#297PLKLFH z7(dSORzeiFGsg69PuWw5GHZ0HGRq(eQDTe?R%Q`IA#P(t&!kxbQHWa^v1f%@08xlr z7%>Pz%OBzx-^>`z(%OeO#y7Fy1Tnc&+z9jTJaft{dnm*WjO}R2P3{!eGwN%)>G}}Y zG3L;~n%F6>WpoaA%zB4XT*IgW7b$POLvb~0cD?eJI}}$jW~M4{wL@_wqm9poPM$cL zS1?*QLv{89Ue1_CI5FWkxI!KxI4TZRfF}s&Cs~ZY&A!7z-vI(E!0!I5_WmYy6 z;(SJHkuvKV3UMA|8eeI`r#P1}HBXr}4TU&|F*!q-6%Bh=HLv0tzs z_#f;4>GA*HThIO1`2P%RN2}cuc>e$G^smzQr>{+~Pal<@pDv__rL(F3r2d+EGxdDx zfzb5qBr7NvGejYdkbckvX!gURcY=U^9r{gcy@Ba*qqPxSo1-U0BY#081t z6HESU1;9VXUyeV5yZ`g!tK*B}Gq3|-TRaf^GWHIh1b8HNbL_&{39+Tv31Dn&>sTcE zujq%-TC^9>0$db50nh)t(b3TXQ5pFv@;>$g*buqZd;Wi~$hgSXkqCAJ_#nJ7ydiu` z_(I(KFAmQPj|$^%F!WXE{m{nHhS06v)Bk&g#)Y;HMS}kdei*D_20$rT44#M`0QbNX z0RwS+^0oX>_Q}U(8M^|UA`g{&%L#IjjEQf>$9N{-aZ$p)04I7g0CaI`baN~7xWss~ zPP5`*r$%?TGLLJFrx}bO)#&zC=5dkn)W%X^HFJNP$7RM-Jl$5K>x|6fI^$tlf2p~_ z&ErDjY3eLhGZ&gXE;Jq{&r~&Yp~>Sy<6+`3r$!eVna733!#H+cuh9*z%;QSqX-wSj z)aVXZ=5eL*G>V<2YIKV$^0?G^8rfad=pI+(ajEeT8^zSjr6!L{jfcqCHFK%S<5J@x z9&W3dOHCe^8V`}NYx+_X7kON2JhZbleVZE-d0c5c+gjDkg(j~rH0TJ^lYS?wnz_*A z^@YY@`%+ai7n;1j&=_nx-Km+*)x5sY7|h`bpqlAi&Fd?TQ3p?~)#yG~=Jln-UlHFK+**H;^(_BpC%t~PmnwJ~U|RW);~o7Yzx zgXyzW)!gdl_0`5;>I79ax4LW&Fia;!Nh8(O1HW)udg-+Lcy=6*MS3L_fhs=nXF!9STXoUQ8HT^#(A*fOeW?soGh!n`?~!&KGW?dI1o zw$D{nbGMs6fwAo@r%HFbGJiZ{4i7z7>2_D|!z=au=R7}FR4tI|!c%pb{` z!VO*3-1X*HvL;VbRdd&yKY}rFuv4YGUYS3fF^;uIt908d^D9_mSV*r*_q{TI7;98S zRaM{k;!rPVjVxAGedh~2lrcOgTcumyc>WMZ9BOmtn?IOMAAfV_n?HyVfxD{jd~y7j zF($HAedCMczmzSjs^-2ozXaw@%ABgIbl)rTiy7N-Na(g#<_~0S!&bpny6=_wMXWik zbmJ@Y2e3LAkFOq}|4f-*$f~f*d3B-D{aLf(b*H+&(FLp-%)hGA&9BVQXSMO6yLonvqx#`x~4x{txx zjIo1N)!hE(_hyWqt*U#QubjmgnWCz*4DQ7kPOIu(2KQt{>aOl-a1TbA%2xLP;y~}- z!fbVS7!I_{mQq#MeDh40H@$KjRh?;YH^%lIRdqLmGZ@>(sp<@a(;0I(C8leX`Du&} zo^qe-B%>2qlUUWFI#H|0@4}kEq1wgZ&W!Qps=Bkm35+pZ7wH~Y z+3!f2Fb{D48KI?~_>#`axRb%ep;jBT@2b-2MD7;}fJ z>JA2nF*?Vq>M(=bGomA{O1Ho=-^rN8N`BQ&{iQOWXU$+)uxj4uP*xig52{0r4q>&h z+;Me?(ZQ@~>|tLWY;-%;6tYK^?t^81Th?UYZdKh@f33(5V$}zKkil&j<4aYQQmV*r z%^2%cRSKyhKaeqsYbs?_k>83jf)DA{W{HRhy75M>-*b1=fCDe9CO#G;N3AK$; z?wGB%;rGPB&oPe7R&_wd!FSjSs!H)x;vo&Cjs!}=?`7C4mOjY&5X@(KY7gW7) zYBT0=CH2Co#poRAR4JUwe40_AJE}_QROVBxS$&z%@f1ft$*O04RdqmxCRpvjr%sh3 zs?5h(Eo>HCrHm@`F;=||LzP0R%tu*My5;avYJ^oUvtRX6YM3<M^ucn ze#@G{{+t_iNQHjGiseh3jTBSm(0{R7X!ti$PL)HyW=#ifaW+y=l|%o@nhM;aHd0a* zL;t~wkhhV7su=neW8x@%|Nk&HsJFkc-?E>_`v2G3>+PfL`F6qH-nOmptrz_(f37vf>a=X^0Ql$h@6u1D?@V8wUYkBFy-#|V^mgfZ>f6*usamQxb!+M(TK|7m zYC>w;R6P0by+3+wbba)w==^8_BmZ{f z`^aaJ*CJ0udLox%C4d!?x!4JC`$#7IWB4!OH^NVc?+RZLUKd^wo`baj28R=&e}_H} z^?7RnoJcGGwZ{El4gNe>4qhBQ8LI*86&x4b8Xty#V%@)A%ZKHS@;td(E|$B?F>)Yg z|9>q$5F5p#;%0FH-rClGPI(a>Zu@|Vet%dJje6N6MSCG@0#iH6CMnwcv&M0?FPo%j zFJO&{s#7*e(Vov54g8?WloW+Mk2P|bDx08a@5hJ$RyIM=p38_UbJ+w%dtXLO$S#|p zXwPB9lJ{jD6yw6)hjBo*taD;a*t6L>RN2HtdvBPx4tT~XQ%schEXH=MiCm_fDDAyi z+t31*DJV*NPu3i^EG<(~l=dF1SUk=t>!>KCy*sNCdpKns7NIU{7OO>%YQ8Mtd4-3YU$tiH!DC)@0xYRi?-& z>|I$gE3<48qg`Os%S)9_Vzj$hW8y-mY!ahAg*6&@R+T9+3VSjuX62VDFbaDTV|Xi7 zro1TZiH!Orn5f?`Vei6-d$6*Ji}ucpSOmJP<04Li35?lnS*Jyu1X%UmJK$qf*@Q(K zV6xe`0mnLJ3X9Sn%c$q$l_@Ps8@uOtU)m;wQ>M5m?VVV2VzyJJyeRF_ta|0wvJQ+m z+@n~PJk%-c$Ozq$H7n0{$`l%$Y6tFe$`l)=J)G4-16!utDD53s z(}CxlG6hFz4`WSXmR^~XqqMhY#j=r3*+fUXlQj`2I%N|b?L2E7YsZ#NbhL-E#;_Gs z*+fTs2y0ZFq{g*})xa=I#0auoJ-Z5czMY?*Rn+#bXjRAmzz?QPhw z|4muPMw|p&Gg{fQPK`JT2D0s}$|f}0Tfw}!NXI*63XRh4U~Jc)c}k7a9>Cg$rS!`b z8>QXOniC_Oa=SUOZLE$s-zn?hh{K&@RdS$H*3l8_ux8~Hr|cM2tQmcBQF_FrQ&w9a zZi5i53iQEl9SB~F>LqqGBz?SY>; zWeShd`iZp-`^uCkJxZ&|n!^rOC5n&I+QRCfhq9#eqmb5rSe2aZlyriG{>X~`T%8hS zNNN4Rnh|?CB?^(!`kvLsZFY%Lq_ns-q!x|GGIwg}Lt$(pb#Vl2#6e+B)S+Old zi9)2X{>c~~q)H}3TK`}Sg;dF8Nb4&`OnNCDr~iFn{hbjfL1{G*3*3Imn8}uog~f#R z1=}{Nbd34tzrnm&O~*Q=qcuwFbH;XTN?clH^slUKc+R49l+nMi=FrHNjx_pbRtL{n zlvW!36RSdBZRrT3pRr~G|8Yu(8~v0uBMxy&D~$HD+L*gvI?QOD)xtwzrR7FHVbu$c zl@2xfF>6ZP<&+LF`Vngq>(`eKHu@oJLQHZ>2O0f~USv85ZZj9~ckL zmiC9?9C(v$ty41j)%rb5kJVt}6BcNyk{|tE?GuiBqB=E3H>pZ9D=} zGD+6zW3{kXa>*oFtHzqfj!Y$!WUVS|N-T3qCdpbGS(C`DC6i>Wmsu0~uP{m0`ZcTG zA*N)Kto0HrmgZ3eg7%Qyj8AEARq7*Bv z=NR=_U_z|*ETh~tThbvGXTdX!`({fz!s0A=nhhTe6JV{UVBS0^^qZ9^z)I^$)^>f> zr35RjCs?UHpa?6iU$W+~X>Exzth9c?s@EPZQHYh+&slZllnJ8;L!m2j~D48g0JW2UueQ&5TL1*8Qwek>v4z|Nj3v`yBgN`#^gp*8kti z4*h@5|9>_8i*zM@DS7}7#|i*b(w%8L^+W2!8PwktUlp2ysB{yRQ zfY*{wChtsMkvt=LWO9CTD$f9TEAf2dKI{N+cH-#7!o>8%$V3h+0e&8TGyYuszWBBA zbFc%zBJ=@_iVuj(*xxY&;013Fz@xDi;MCX-v266m=%1s%i#`>-D|%)0O!NUPh)#=+ zh~^?cMgA7~L*zNk{=YhMW@IJy0GtxZN7CWV;r{S%!oLVt!k32Eh7S+V4NnPohV9S~ zp+ALQ4?P*WGjv60U1&vUPH19iFy{XMn^yoRq7UHE;OyWo!NI|#Y{v+)ua;xD4yo@>Z;~y(uoliPo2PzPM^7&bYcj_Qzg!E`png& z6N4z8X2m^DpShZJVi?8Kj7U0tbTyHk7)SBc4s3M#=yD=EF_7Y^g+a_dx}L~RjHGy) z#vOYfT~K5vhEhCD;lai}b4BUIP>QF?qg9`|qI6;;#Y1#i_vtGNR=31Jiih!Ioj!d@ z!6OeCNAWO*hM~_~R5~$^;%OA?`}WaAMRZ~u#nZ?v)koJ9(TQOc55pa*k1i>q6Qd{| zA_eu)6-9Jn5XD10pwvef6w!%66c5og(x{>V_UWq$&H#*|cs5M+(X~W$ z>gLZIuv+HynM+A0hEP1zTSE4kOGzijP&{qJcu}9ZlyqVc#nT*;VV}8_bYc|6Q%6j3 z`sh+3J28ynsS-Chedb!yiGdVPv!dkmnQKWWhEhDu=$~t@C7l>c@l@Xx_l+<|0D~!> zT1ahu!;NAz#Z$drLEjEWF`VLQ3Ih~w4xMlqb?X-q0>oKrj7C+Sr<@cDhlFt9WYR17BNb6ay=srm-=2ZLLuZtazG2$6xI{);RXmLbK3BC9&5y;nil>n!s-gBVru5c3pj#~Z|`iia4zt{rFa?~F2*t*r)P0P{=6c(!&d37ux+Jk z$Cz*a8_XNQ+FsR;HuyPXJ0{YtGWb` zmL#ejVe~WBEH<>L9j;a6KV{9Fp=v7(_A}bERqZf?bw+Edsx3G82_tq%tQ~6bW5(1p zRXfDsM~um7PVHcgGXEhX1}~l3K}J7djiYb1w#?`sSz{ujYD>+JeV;Xo-+zh0_ZTB1 zRc*1scNsB5t#+Wsc>W#6P`0+n*xPJ4^aq%4ev1tglxhosIP`yD#5eB`!=ZnZ4U-@j zm~Z|)%v;bHZ_<2&Z!orZsoFe)zhi70rE2>be4R0eqcPXuYm5%g?|lvamQkIqYI6+! zhB3R^sp-6mH~v+|46gGvN~|*f3agE@SEI-(^L?y(Pw1M-toa&i8k?upOlHkjS@ooq zn#rvBjjTzmPgOISHUBcJ-cG4TnN{R}%^IJsY7|*T{w2oPU{#~UD)KKfV%~I(0;|Zs zz!<^Y(i!G0_!T1_<*QL#75V2G_2=HC)%(rW%$MmZ*1(`gk4{~5;d*_sZk zIQUPq?W}4PRYm?O82+cHrUFe;%|FSA$3bc)spg+x#KeV~Nvio@GUi-WGf6f73r6Pv zRWnI7|8qulysGVN{_@8ev&X2Kj;i>~KgO6jP1Q_R&G$0en1D)IRpd7?T8F9{MOBf1 zlrcR=)hMZo{3DDh{GJq4MgCz%Jl|KNoGS7UF(yW<8pTwRe~>YbPb{TWk$-?OhU+MW zRFS`*F`CZSD5J*n_c2CPjS{NJ-^&)pN0tI=Jbw=(&JGh#^LMiaaUPj?n!k%t4$Rhc zJjF4;lW{<{ro$sz%XNe1BA zsS8slq?V-I)M(897ufypt>klf_W#P{y5wQW*~tl5{V$Bs|92BFVDG7CY5j`ER>eJo;_)Bh35X z5WP8ie)QPr!syiKFpT_v7wM0@igo{Pi(C{rKC(D6Gcr2T5s~4)hu^^y{||((3$G6! z6`mjN3g^SA&?b!g*D&Y*=Fs_}V?zr=Q$st1RB%i1^WdAoXM^_yuMDmW9)>&q3Bhd; z+5REll`r5~|7+x#@(8)FoG7=Gaq(~L0q}}9-+v9>(A-amhC_s$e$hBgw=k2?qT-g^ zPe_NFFKlrHJ0Aapd^kji=@+y(yuI@i{yDAZw-hUu{)CLE^}Ln_rSlU)qSkX;ipBJQ z3P9sx`Z+Dls3t-pmZY41b_<6(O=Lv<{p&S)^QI2WHIWhZuX|QY+XD~hnh1%S&unp9 z;O$%!DN*woEzXH#u8Eka`Scb$;<8*5IZ^Yv7ArX^*F;d%ytc(zxmT`My}YH=#?b*_oLsQJVeW66wM z6M<3lnieMl59XSPjG9kqaU9E@HW3;%AK&5_R`G5kHflbu#Zhs4u8H8Nd3B2;=mc#d zI_iUSY>UG?I8B5{t;e(!>m4@{AGIFcQapLyM1I5u4AWP&RH`QOqdq&1YGFz>kstNh zabycSoF?L<{-G;1dZBb-u8H`lf7>Hk+8!w8n#hlu4{tH{@6I(3H@u?7xxgp6CL*N% z>cd*>h$C`MghZd=Z*onfNzKbzoW@GUO~gsfOIwU#yId1_QuC4)Cy|VrNR;}WTHNBqAx;yKQtN>& zjUS(DB2(%gv8bgnEzol5}xQTeFbzVzlQZBPit{ZZj);wc50s5;wVOg znh2iy?cTM;k-eNIlBd=}OT+jqBYSG?YAF^vZX$hZozl`E6!BB*OW%VmST`U*F*%>JfX#H`ofA3s(E~i zbAi5G6ERftxE4F2E!RX4)r>(z|6f$%`dkxHRI@hxPyZrW@l~#gFsgZ{7H1^he8f@B zqg!mtw{lGcQq7}UY{@HfO+-@7JGMA2AIUWlN;QvcaZ2u;Ya*6v9?{~Y_%7E(Fx5P~ z#R>g;Bb#d8p~Z15Kh{J#)$i-D7RS~)P2^Lp+qX2jyVFEK)v7y}@jv~iM;xb#gsPQh z?HdiJoMztW(AL+6l1>vTRe$Y}mIlWm($%VooT|@_ZCiL& zu8Ekc|Fl6Gz3>~jCf7tx)x1rM+XFA=n%fxOy2Tjy%{8|+Jg~*NzzezNK*L+L*ujeX z&8-Y~v{;Fwa?K9I16rIFn{v$ohTB`5kq76R?S|W0Z0p?8W;oYkOP-u-<_tS6PRmPk zO~`52urh=o^Ejz*NC*y zR7)cnr*G?PXXE!BY|VKm;-V9sgAjmBCkN2z8EinAly(mARb1>)?8wD1h4 ziTsRyhv{LUd3JCBmNsi5K5GrJwg>KXnn=%DgRE`nVQ3;fYn7}ybPYC5zZFmXRZHXwJ=Pv1@T$y zkF062qq7C+S?dq1DG_nDAUtdRo;8V4ye-JiTEAmWU<_^xqO;b`tZ~eQ-LlqbgEc09 z;cP*0)?d4cH7X8pwjeia{WmMN+fZ8&o6!w0?ORr?;=Bc+S>rd1m>aSMky+!v7_o}$ z76fLEUo+xSt}TemxI>=yPsUt!3$ilqkf;5FZIar8psc_7E137p=7G)@#AN+z{++QM z3tDVJO4j-%D>fl^wjd>I{em@zbv3sjC2Rc~tAn{YTac2qe$J`{-fYBVt$$_B%6ZNf z)!!ES?ixzb;sBi#Pa=J|H7&{e(4+$uL_Gk+puz8k4u_`~RPdi(2>p*W2gY$JlH<@15KVlO_$bkr zcsx-~T%0&1acE+8Vwc3=L^9rpe;WT?{8`KaxGsJ!RslFLJ`;Tb9r0l7AF=miFUKB@ z-4eSfwkEbLwr6ZyY@1jVy#e*;YnTOacl2sJ39u@ zdIUmP2jJuItKnaU@4&MFr(<8h{m>_{eK-^PG4z+v??caq?hRcNS|3^!+CMZcG$Pa% zlEHrlKfp==j|XoLUJ^VtxIDN|aAI&sFeNw3PvvX!NqMKdLY|JEf&FBc++Jc8Sn;KJ z7rOyGiv0mEYCR0_U;m%#M^eDH&|@)S!<^z#@sR3APSA+?8U`bQOSAn*3E13u?0r7s z+1Y+X1a0^F7D{CMkq@-p<6AJ6?MFJ$cDHZR$@C)|U}Na9clkCb(~n?)jiJZh>C?Wd zAE`k9DtAmA<2^Qu#qatN3N-fk*p4mE`;iGWR(xy|Q&c}9fyUc?%!!XxKO%v~vX72j zs`?QLG?si+!O^N8fk5MJK4ya}RX^f@##?>F_9dzxVL;<8KH37mJfeWcn|-uIT=gRe zXuQcsY^kUE5d$>d=wnLEQ~d}58gKA18Td-|BLZl=-p51$|2hJI#_N2Hi}|V_&A-NL zeT>QbRX-Ykjo0`X#pW{oX!htF9; z-`cTcct09>jom)BiIJ)wZM?>!k2!IZ>PH)|@n=3da-ix*8?W&qA5{?V1Dbe^7y6i$ zZ>fH?@ER}hF(Y19{b=Adp6{bAMyYcW%**+!%pQ<|Ac8%+OOay+T>S)?Ep5!XxKHL;bTuAaKcb+uS>`O9!z=^7khFt%8C;EmAuIgyWHLmdyyI83@8gh*% z_?Q#7t2$b8jmP_l9jsIxO}WP7d{n`9RYy~8rwaE*ui7?V|1M+2^Lg^y7=Mb*)MYdp-yNZ`qA9nH6X2p z!G%6%gELiqp~3xq%!n6MeSd=se6&TUsxL4&-$(32rRwty&hs%Xl&a4&xSx+HF;La_ zGdS1BBqjpY=NjDC$3);6Ro~a(93SKQ+vgbE$H$nwS=IM3INQf4HYu&oHn_Ksy78{> ztx=4f`tBecZr3M#x?S^~ zGbfr|P{t2ft?Dzi$+5fn)~>H|yBVC}V_Tr1>N5;Z_c15BRDHU^X+An)qpD9cIMqko zL8C+Bdl*Qy&e(!5-z?>Dl@y zP)v^9(Wk)us_sR}k!ZM0cU#~es_sR}5kBguR;MT_#}4qW|KeN4&@Rrez0ARiOrD^>R*t`cA$^ZMcFzfN-=gT-y*ndQ=k-MJABiJoARU>JHR)6xG7GGvF*ME2WIP( zCdJq`-{go)U57~=?woIPGIbp#@!58K!f!%BQjArY(`}CS-q||kNHI3+Tl;`)-HVYK z-`Wny*1Z^M`x-vSiH1v_2obEE)ANCD4X=Su)~dGVrCUds#B#kx zq!`omEf~svLP1iD+2WhbWIoY364~)Tz75TMqElo{jQP>0Mb0P4khpsv^TRG`)eV%=s zy~Os{|Np1;zV)*8sCA2Vk+sHJX6wFX+@^w;SR($#ctx|F^+eF|m(%uY{C55W$A zn^T`+2f!y&chcSeiqxFc#Q$sl|6R$el4sKV|6P+iBvoQd;`78G63->>O@#}H#@6Z2l_f`OWG4@dG#@P9><6;NKc8iUQ4T#C;SJC&P zFJmUat=I$br0BuXS<&&)LD5*`+sMa}S0X=;+#b0ka!TZo$gIc&>;V`L|2td{|2F(2 zRspy&d`5WX|8nPlb?D5{%Fw(}Av7$M#e9Ij1>Xw(D)>O~`rx_2V}l0-rw2y{+kyf4 zrF=)eC?Ay9|M%+uG9dnr`~H{2BUlIELcGQLKh=$99KBhgJ;wXXfksbJ-Dt-(?#>t) zue#BaYjhdI(QG%`a!f)C&14LzZnWk43wL9~Wb|&dgqb1k4D`Wc{)s2>1V}TLNq;;bu$B7o|V$20Db-K}% zYn{UCV5Vm`+H$RvSykX;ryGsA)=8{c^qO{~HPl#NfM#iXaH0&C8WDKWNH(GX$BN_1| zLN{7=jUyQGe111tc8$XsF$1|9ExSJWJ21k~ul!;5+xJ%8XxBC78QTt0-DuY}4rR=p=5(W7*YC#=MhD%L-Dudg4rZlekCt8QcC6XJ zPpTVDyZ*7;vSRXSH=1^hgBa~oRX3V;joUC<3sg6nc8yyzV%gSiH0>G(GGckOZnW(h zw_;4rRNZLYHFhv2_E6nu-8BwijN{x#^R9pUcE(uXFRB|2y#CTQ*63>0jTT;GjxmBa z8g0BrhY_ogccYcppL)d@%66lb*Op}qX1meK>qDGji)Xvh%IiaHv)QT}t-St6ESTAZ zWI#@JqnX#3W^5m!y3x*SOfk0M-9S69G0B))>2#x=*ME3|(Ft7bbfcly8fR6Q_}`6| zUTcgsi^U?l(bVf78)eO`P~B+iHAWci15`JfdW~U5Yd_VEre0%+F^%Jnre0%^F}0WK zMpLg*GA5^}ZZ!281!H1o)s3cJV}LP!ywi=g9>0C?C&pOd6IDcOk1q{2S))g*BAR=R zTNoqTsv_EZjsIZ`hq6Vq_&A)w9~nccNKL*7{=kN%E{nRw#~|PLjNxoixA!p-{Ep30 zMQZIua5KzXVIilAYt291U~C_)il-Ue#Mri@DxPZa-;B9ERq+&q-!eKYoZ`tEW$+tD zg>}t}CmH=0Yc}w$DxPS5z}KvpPFh@J@SlwKQdK;`;6E5G;PD2(Voa}7#p4YAoiTN` zDy}y8C1Y|IRXo<<7mSHXPVpFxGWa*fI2Kzd9&Pk<)|d#W;wtk4{>mC%p^8Tt{0n1b zpei0|@Xw5xMqFHJ@K21GMqE6?;Af0jRiSve!A}`6hrGA~h$G+67|j+BgW<^6*^;Wb z+tHAV{VKp9%S$XMrW!jE;IN?Ms=tv zE;aZ*V|Kk$T%u71-($>RO^4!QqwliX7~w4*X!IRc3vESlk1B|}KnhM;c ziVL-h;2&6%YgBQ6gKsh>@cCR|@b`>ZdAm5@;2Vswlq$|M_&dfZ4(NUcUuVSHXT`Y& zUt`oqd0&ISWennH&N28KMw!bN_W|N4zslH=EzXAFD8ItCgDUQAzPS(PEt@b{6=xZ& zG3w9vUIwd-`Y4+m8r;a38?K5bhX!9}bVjJ6$)UktGpZR*k#eXEzQmXfTVHWF zUu4ao4Jhtr^aWNs@Q5nvEQ*8lD^_crQ`BJ;Kj3-BbfBn;CXNQ5V@=^>Z{le1Sw^gI zRy1)m_zYuWp(;`w6~U(& zx)B^V0GBq3p(6MwBbGKTj?urQ2tLBthO^s*(BQ+2x#_BCLTKIaa zZHtsbW$*#kY~T;7Xkuvae%8!-RWva)cpoF44JzswieKtpMhk~X=TP81jOpW5(FD=p z-Hd3vizbK$?_$KN`b85&gLg6}Mma?aqB3{~V;nck#i9CNlEEI6hdY2dPWtf===YN z#j4i$|NlGx|269=>u&2R>rCrNYra+Z|DFF|O+A(>r!G#Nk~%asJGC>`|BEHRNq(5D zCO0H+NnV&dKDjtKGdU{Ro($0H|1V(gzt-yiJ0&_2GXD4YJMkBA?|)tV?D(qqg7~iS zVew4thuEKDug9LmGXPh{&WNpy&5IRc!~W~p|2w0XN7qIVi|!NMCAwWSjywO4BDF{_ zo&xBOoQymFy(2qEwu>Zi=l^lIFZ@{ew(!rwYr;#h@83>gyp5s1hu#gn6nYrX0bCSX z6IvG9lh*zZW5oac;ID%Z2X73X=iT>@2s(0${Hy%Ed`8}bCjrjJu73+L(`Y1i{cDQP z#UI4;;(l?RI2&&*{pW0^yew`>PbrvQrZPtlh$ih{uXx7wbo!NybT*;bRr8e6J zuVBQw?VC+#FI>)uCuBC8&|bKVF}}#zOrc#CE@h0N3Epf{d*Kq+DDFKro77&om^Ffx zgEv!Z7lm%t@Q!M;3GIa1YM2aPSi>6bR1K5i3nwt*G-#Zle_K&F zo)K$BHB5#t9LI>cU=5w&aT=^QWgD#;Cczhu@%Q%~KVXV#P=XhQqZ!+m zsRjjjQCP*;cBa#y{4NVeG3Ej!ojQw@rl!*FfR)SvBt4*O@q?BEG%P<1+G#J6Xy#{S)+J!O`I<* zVT`n^2E}<%Sj>o}q8f|!pCAecGGZs+#(@SGF$TL-gR;CR9Ka|K$~JVA$0@Lo@f6k2 zK|Ur6`?KLmsRjjkSy+Hcq5izkmz@SBd0Cjx+8+4GX;74xg?X%PqSI+mmY0S7SaVpc zt3hF27Ur@#So@$sXAIjmXP=QJqK%fdda8TqEu(19L@b~dXm-*p-~ z(nI%Vwd6mX28DWAn8k{rO{YPrUKaLZP00tG2E}?=*poFWZ*&@z>t$gN)`WP^X;842 zh22>(-sLnX*~@~f+iV8fH&4NCR0&;|6Sg<^5A2E}?= zn8MnQr`#Kq>t$gwYa4boZ%j6aU=nLi%ySx)>}6pht0Vs7G$`B4!Y-^z-s&_c+{?nw ztl8jjr$Omn7ACM}M8j$5c#i|F&sp>P+5*=I9q^%gcNC+RxYB7*#FvG!tZ8wJ)1Ztm z3wk!R`Pvkg7i&<+mxY~JlbFujpp-8QqgfM}^V*=8FAJks;{qp=$@zsHS!41=r(tq_ zVI*r53!gP8=gYzf)=1zI)i6Q7Fq}0!Of^i_6lbwbaW8;kN0bF@0 z#>zsBwG9h6HYmr+LX!JS$i&(dIO~JR4w5>l|nDY}Ze$DXi+V$>iCtCM%}1Ih#zL z?b^bcz)B07OrGuf4{Kb^bvBti+w~)BEV!q$$>iCtA6TO@=WH^0w(EP=2$rGTM0r+p zeaDJ?xQXJd=-SMPR$&vRS<%&CMBm6J3bUeX6C?Kh*rc;;Ty*`LaZq-XPO>r4^)1_Q zwTW`9==uic?fbF9*<@mD*S{F`vcj7v#>%d*S=+FH@FvQ!vg@C$Ic#mViGr-``Uk5c zw{|vBl9gRwv0{Fkvq?u;A-n$0nhn;RO*+g%zhupbe>$5e&dRPYSZy)J*+h9(cKwaj z65BhQDA3BT&sp_t!X}ewyZ*|W5<5AYOrq`j3u_X$K$}dW?fNq-mYGlB?)1a>;DG&| z{k8qMUANz}->~~I6W~dEgMFV}v2U`kvb*hb?REAVdzHQ1UW~N?X4y0B$@W-#xINhJ zurqed4q&B#udUCmy7iv*hSg`iU_EJVuJ(f;XkFN_VHvO|Qc<2CLG` z(~Hyd@T9?v^yKu|^l&_H(2>rhW9dNZyVTdI&r|i(dsuz2FZBXuAZ$q8m#U<0N?n!e z#$JT$QfpGHQp;0|Q}a@@QZrJMQ)5%ZQ-f0-sZ1)C3M9Wvex3Y0Sx>%~d?VSHd;u#J zZb;sjtR!#3e1-1hxmdSgO>$LoIr=W}Ol-iKh86T|T$SifoSRseSd&%V-v&iltV`%lZYh( z@$ceaW5vUI{Jr=a@jmo@JQ?4B=N>B9|M04KH)cSri?2aX$nyB&_`LWm?1nfwJ~loa z2QCnpi`NpoF30N(yiUez8D8h%wHmL3@VXMO1$eo5&BSX8UgPoF39qSm&ByBiyspRV zXL#+3*EM)ui`RO*mgBWQUMJzT2(Kbum*KSruWr1q#!Js|Sclg!cpZ$_@p#GTEzxVD zmtbv%GcYIPnCOb=Qmo84J32Gkh1nS+qeG(uqbi!fK8-&_zKMJh`84v!$eUQX;ibsa zk;ftrMDB>(61fKRHqMWn5jiPx4EAtX8d(sTji)!dBI6??BSRwtBPx=>$__t-zX^X4 z{xtl@@SAv^<0b6w@EF#4xC8q;UK73~d_HD)oD@DLyaK&F3&OLp+hbRFe0XGdXn0^) zh0#u6-N$c2UxYpl{W0`r=vDLrJ&k=J9thnLx&_aFT!M8W&Ip|pItJ@OE)6XR%?`~B zb%n-dZ^wmDpbqjcB&;&rh1zwQN2~%M)ekP zE7hCDEmUt3H&eY)+(h*TaU<31#SK)i6W3F{R$NE*8gVVvtHm``uM$^Ny;597^$Kw% z)yu^dR4)^kQ@vDNM)eYLDblFt)pg=@s%ynMs;7yyR8JMB zQ9VVRO7&!M3e}Uu$y84iCsAD^PNaH*SVQ%AaRSxj#PL*Di{q#sD^^oIMjT7^XmJeH zRpMx>M~PKbj}%8yT`7*FdW2X>^>A?n)fM7!s)vacRF{jxs2(boQ$0i+O7&oI2-Snc z!Bm%tgQzYQ%cw39OQ|jvOQ;?w7E@g$4y1a3SVVQ9IDqQ@VjRhdx=?8_Y`|k-9zk2b$77`Rafjz zb*6Bs?j~kZogsFkI$g}5It@>z>d)m=F^%f3Vk*^w*p+IRC{Udux~NVTQ>ac7lc`P= zlc??@CQ{v5>_T;d*qQ2hF@fqhF`nvJF^=jOF_!91Vhq*MVkfGj#AvEJicwTYiXEwr z5F@D$7bB?dAcj*NCU&5@y%B57)~SB%enRyl_hYIbx*t*f z!2OWwAKeeAzVH5#>U-|{RNr;qqxz2fF4ec)cc{MQzD@NH?psvfbpJs0_wJii-*A6V z^>^+YR9|<0NA)%Lb*jI0U!(dP_qSAEb$>(k757!DeeNq%Yi=Las#~MF(XCQ_+1*I> z*Y3+yUvhs<^+oq3sxP=NQvH?t0@df;Ur~L|eV*#G?sHV1ai697wEGOzr`)HhKIuM1 z^$GV$s=sufp!y5O=0s zR3CI7qWXaQAl3Wb2dLiX-cR*j_dcrkxc5@M+r5YCUGCjf?{x2?dWU-_)gJc_suj0~ z>g{fYYT3P=YRN5Az0ECAz16*q>MicARBv`~p?Z^hGu0d2o2cI4-bnR&_Xeuhxz|&@ z*1eAEHSV=kuXeAYdX;-M)hpers9xb-N%eB~3aXd6ms7pey^QK5?xj>Ob}ymY?Osf^ z=yp^6nOmfKk^3{M7rGZwy}-SY>iO;kRL^tIr+Th?9@TT)bE%%~o+uu5(YPy4GDs^)z=a)l=QmsGj1UO7&#-6sjk=CsRGqJ&EcX_e82E zxNE2$@18*QIQMv}tKH+M9_y~AdW?H4)uY{GsIGF4rh1gSit3T>QB+sDM^Zh)T}kzD z_Xw&h+{39J=B}W++&zryq3&|3hq#AQJ=i^j>OtTGu(s(ZV$sm^lurn;9qi|U^4UR3vR_oTYJy9ZU*-JR-8*QL6fJCo`RcQ>lj-5FG; zxznjmb*E9?)tySU;O`tLN$(>AfqC1J|F78CCJG;A3o#5_Fb-X)) z>Ns~i)v@k4s$<--RCjX6P#x{=M0J!qn(B`3D5@jf9jT6RM^YW`j-a}OJDln;cL%E5 zyThnOgmEs$01O zsdl(qQ61oRP;GYyP;GPDspi}^s*anZs$7R^)>Tw9ZkDR;W~f@OO*QRWR8wx6YSK+n zO}I&_aW_FV=EkW;-IyN#e?+YQpX2`v>}mE0J7@i5ePO+gyZHyL>#cLFqpkg|sn!lw zHvQxO*#B?e|FQc2J-F*WBXtCx{hyo~iq-!cxU=^6|2sK(2vz``m>iN!B{nBMO}v(P zBGHq$G;u1P{NFny6!t=l)NK zEs43Y(U|)${>T1*dhP#_(Y9zH@@3?m$cuRD|N6)|xO-d}nHCuyQQ`mmKl}ep_SXLY zbLfrGGoiafSB6dx9Uj^@G$}MBlnibPeiD2IPyCmH#o&p-Wx+kM65wDw@&BFtlYB!y zEAPb&fc0{f++R+UBQOKtC-H@NTf8716gPhDl}+dt5snkm*6U zzQ#v=#BjChL9f2XM|{kQwCX{pzQ%`rbi_2(gFbzY5BaFXJ*o#?`WhefF^gw3d(fk= z@c|z*;z89j(%}6*+G4%xL4Usf%KLn@@MLoj`tvp3>th;^WA>mwU*kPKrm*XG5Bl>p z-tA*D@Q&(1f4;`Md_?Dy>OqIT#yfq)_!tv^S3T&_*VyA@H1KV<2R-_D z6faZpF|s<_gZ_MNxBC{}Hrs>Vd~Idl@N`ZO`tr4vd<9N*RwjJ=Jc2j{LFQ%dMB$M(}AD4mNko!${y2!pSgxLqyIJ2fuFgW z)ed~^^iT)B%v{B)r>OK$55CM?$(jy)?(|R>zRX;~n!++CJ=BLUGnca_vGjD0?!?Ej zyNopvxX|g*-T2T;S#j{49_q-KnM+t>a!02JJv91jFJ_I38LEeR@Y zo9OhI4*bk{7=l12tA2C>`?mI&4*blytnGm(oF3DGpE-xM4FlE{(}ABkn>8o)btA=sN#j4~Sr(!zrGiS19WtUSi9rzinK;Zpm88OSLm=65R>8v(3rKwN{ zzRav+)tgUOs0UwW*0QFtDRG6m@MY#S))Y49t56@l%$&-a#D~42JMr=9I)ycHwo}o) z_&BmBGsgAXK>heKa}q0-zH=(3BR_K@YZU8qRH!3gWY(}oPEi%=#}}Cs7{l$VLf!Zx zb39`xtSZ!tFEYn5Vy;q!I`KtjH6zBND!LCJXThIZxa*X*qkA~4W z?YIH+or>wc&#Yq9yV_Mu_kHFl*0#W}or>wc&m75`!ysYBbl+!IvN~8Zs;2Wp1pV7IjISlwz<{I6X6)WjF zm3@uQVO5wCRGDLRAJ(iq$f@jObT(@Si$hgr8{M1L*2i#fqqA78K-sCxGP)OQ8k@gV z_A~%7};QD!T%478DrmY^4ChS%3u$ zydyqXRl3YKPl4fox<#0)DpL$jW^6ynsZ7==Gm{wG&`MM$8J)Y%HrKa99vq zwT@v;i>I9ma;w&zSX26I5nQ#7W=)EvP6f$T>nPR)CM8u6UA6AW8ppF?6=YX^U`MjX zj#U+8SB)bWqZ3pG*;V6k#z;<8kX<$Iz=-E5E6A=IhcSkds)FpQaeKz#P*p*8)!4}> z56o7OUG*uDXIz@CAiC;PU?|(kP6f$T|3O1w-otj7omoM2)jF89U7za+uUfZbZPTAZ z#8<7`vf^&QsUW~=9mML0wN3>QR_ivbN=$Gn2(enXX3b)nQ3W|xt6ti`{AL+UGpbOO zm6@$r^+ctLmt{LxE$kXr@v`gy*0jK1>}A<@)|CDUUY2cRO=1t4ikD?`tO*QYSG+9i zu*L&Vs|saVtog$lTcauzWkn{-7#*o9lw?IF!x$N)DimZz#%2s#szNzdWGqH~5>Sj4 znKWZ?2UVdID>5lYS;$s&h{Z{eWIQxm(GeCWL4xfRr{V?JILvz*51aK=D8R~0jI~`i zk(6L%Cd#T;F|1I8m6-@@P7HP`lwoBi%<72qoC<|lnF+Bf?EhEMDHex2$eNY3{{O?` z^nm>(p8x-qeZPIJz1}{`o^KcI?QPro-uldX&3Xds|6gXUwGQ{z|Igt5|1TJ)e>#0v z`pWd_*!^$c^dvm}pG<8^eUf@5^?0h3DyB|K9fJA)yI_nxiTnTlp?i%74ofa}tvhLlbF?hJO}+J^obu&iLi=weiE^`^0yN zZx@fpzKwnKU-$n@dELKnunRz6^zmp3&;FknT^8LVIwp!fmdIC;cfI@nb0f!M)jv0~ zQ)H`1DEv>16TcjOBzzM_hF6Cdg=b(aI2US$KF8?qv!Q!JS7E$&WoSNj0vH~0f=znz z|M}p37|UHBToqgp+%-5Xn2|r={{MBX_;-iAOs#31@m?J>p?ac-(U{oI>7}44JM=^mqtU=q zs+W?c=+F~Ij7CmUy%aP>hn^>55N%*DNE153RWGew7S5ijF#C`{_=viI*LpFt%ZP zV%1d{Rc+9(RZ)Tn9w&_W8y)lmr|ze_&sYh@V)A#m?=8mU_}`2rIaZ; ze#eO24SOkMijLPA5r%syV~UQ~7%?xamm;R<_$?#CaPJ&*3jBsKk?qy_5~skcY}>0| zN|&PJ6&S8QItK0I^qO$l(Z|>x=yrNdxa_F0wqd2zUK1`ms;oIIg4=7tWyeNV2aQs% z36~u&vnn~l={4c9A_wn3_w;-%>5g?UM6Kh;a=Qgm!!Y+vQ{nsC|i zC}SHQFYPtqvf~lfT;OS^*M!TChglswYtw7OWyeFTN?hmkjxulGgREI>z1>UUQg%GR z`hWPk@9?&Yw0-<%M!oCIk!6Pv;y4fzAV3Onf(<00_a1r)kWfMhAt50o6nU+%z|zao zS&O=?1U9{6fkiK(_qMRG>;f`vWfs`|-OqW>%z3}>^5G3CHJno?G*rnaPT} zGvKC6+4g6n88P1(aO0(HyWMCS=QafP2xb!0XJdFwp)zS z1KR^`#FT9}8;#>z*#KosT<)8Uq8g|HN|{2mm5fH`sR1`;incz3kqK(RO_`$YPX@!b z8gN6VXuHuM)}{}*8B?^~V2}m^H)4vm>kS6F)PS2XMcZ`-9XyQMq98q%mAm$wkwV1Fy%DB>9Xw# zqmG#F3~;(^yWFS}7dr!-F550MYU45Z0XJRBwo8p>1%3uMUdpyhjAjs}2Hbop+b%Ym z7HgdWH(<)Pi;Skki_U+RiZ;!k@PrGDX{3gLD_T z8B??s4F<-l0XJfbwqApBJ9~fQMbF8CMugj#2$97*92rXi@#AGA=h5 zAFukCGcGe2TjKODBb05Y7>r^9p#K!srA8yzR;_<2f56E`!^f%qlNpy7L>}y4!g!KF z9P{3P660cn*j=jM&90*DM1$D5p#Ma?5?6nb!LfG#A{egz3C5;Rk92MjA zQ*_1e?`Wg8oaXdXc!eHiG%F@M{ce1fZS#$0toxjPH^0iZBaNmpUDNLc*dvUlFpl+m z0rqgCNt~6~?*-Vyj3#gZa=#m3Mcbi9UZO-Xgk1QXg$^MrdQE6&mgw1==Z|w{sysqMZXtb_cMrPJN*=1 zaTDxoFk$yobj3}ukFiOr-wm#!ZEu*ji@_19-^;Cg8O)#M^t-uLw(V)K#d_B1cY~{J z+rwxM^V9uqa+Phn8^xg?PQM#nW!r8>mAK03r|gQWy{l1MwmJQ~vhHFuD@Hl}Zhn<* zI~&bl1x3FXV0SW_ra{OHusa$}(f#5D*d2`0S;zfefZg6`!n)V#_X6y8M&mdGv)>D_ z+Zv5wF;Bl2VCNc*ikF>!FTl<*8WFpwemB61w%JC*r&9m_9E0gn+yW;!**kmm6BfkH?oOl=~0A89nGjT#_3IF?IkD@vm_P;FIyn z|JVUwv-mpkaO?*>3;!aXg1;HhzpsfMi#-6g!t?G<^gq$BqHjc>h~5#sB6@aoQFNZW z|6f})6!|{#QRMl^{gG1SLOgB0FtT@~JF;O!g?|hGJ^Xt3@$jF+m%C2^>>r*T-UPD% zVLUPJ@BL3Z0PYp)3QY*v!C!-4VjkeJ;O)W7f@cPg$BBTmgOl;3cNouje}t#I@5gi9 z7Y0@ZjtT4;*fOvIW&(bZU&zIThyuCPY(wCSDc~iJQg6_%;7O z|FbI?F3@kze>{t3QSq%PagbfXU_thgw)hFEf}sM<@BD|_V)&k4!AL>)fySsfQB^Qf z5WcT5f=$IM7%1o?-_sc0$*y3SAbVF^sKu^ekRW?UTQHcdV2l_eV)?hV1?&n&2zuFD znj{`czyN`kc>YaoQM-cSfnN5;EZ$UnN^8!pV00jRU0Z&(UBT!;_L{bqZo7iff$UXn zxqVaxg9H83>e{eKrehnqgriOFf@?8tj#_}RWLBnn_tqF73-=B#s$I`HD;{e zR0YEV;R_nmVu7k)R3Lm_V@ecN1%m?Na~hLkzN%nMAbeJ1LQGc`3<-qKXpCDwstQH~ z!lyOHtgGw_1_b)qYZ{{q>|AgBl&Nld8;Qd_W^6c2uR4@qUfAI89Y% zFy5yzi(?onTQJ_MF(a-~mFbN4XiSUaRb?9E-5OKkCRLfrIG`~p?opK~jQtuD^dH)s z@h**VF-cW6W4u#i%zDhOY)UBd6^+py?8;=evbM;2c4ZT`zi12NZ*XI_JG9ZY-iYnb z+HgL7WfI%%+5#Kfm5FS(X_MXA%7!pp>sz($nypL#;acCKX|Y||fZusD*5mUm&T3Uz zpG@X&(w4_$S7kh7Nn?w3v#NA3_G!#n@2ko<#y@Fv#D=QU&Um9nCH7U7v5Yrpw8b)2 zSZjajimRmL!0r!gaXRb^eqYc;0D8dVw1c#Xys{Rywbc(ul)5UMhY@hXi8>q%8< zWBjAWIQBNKv@%|)F=jnySMr1+e}%>oQeIFrKHe#kxXO;*95N%vnRK5@YXsS|!BTt1%-ER+S**?=+@yOhqNY*rPEeT2)0d7BnXD09r*bo~XXIrHW zf7#_#Y^Q0%2_WUu*j8$jxomkQ3|D)Fw)Sj!1qfIBR86z(@~QmJ<+Hpe6I;(z<>h2D zzf4;mn*f!UF`lBa1t$TOPhniDF(=woc`4(`8XfV7Dxb`_M5B_9DlcI?Nuw>7tMW;V zi#29ZNXv^EPt-^|$(2uJT%<8=J*~=%7*Eic!eCQAf$?~aNmQHi@r=i5q^n&%j`3KH zacpx?K9+Hz#uzGCc_HHhjZyKvDlcF>Mq@_gmVvwd^%E*qS2ODj%o^#4bkE90~&53bN8Tpa)K%v9a8EKMqAEPPE7?hDGN%uC2 zzjLRIL`k}rQ94qsj7Ukkr%_ycr;JcZx`)vi_HHU8R+8>+G%8+q%E*6gB%(eM&gMzAE@#UKvWD(LFkt^xV+rhkNRu6N^2$uA-Z)-4bUF4JzElKAZZLvOf$_SUFbByN1 zMot;=l61CFN4)Bk5im)&F{L6s%1E1}GmR#&FL@bpleE)l936-<@+RpFqcJS3 zFVA4z!e~_BbCEddwbPA8@J*tO$VtESX-2~&X@JsrO^sDJd)3>EB#SFl4SOKtgdQv)<`fuu=SgT+2P5?MHH6PCa%u21F z$|V1dIe>cdk>st(OOk7n$0qklZiSWhIjph&Ch;D20lYhLL*hI<1#nbikHnUV4HDV- zFYzzpuf`w68332Y&xju%-#t#<8NKs=3L{-*72^< zv~`_Rrq8 zI5nZZQ)bj~R^5cWPYAIvzC`vp#idT+2EhF&Y&=I5neIxqH0{jI{FQ^EO%;d4U-*r8N?CqPK}Bf{>tw( z>d;>tJm|{(xJJCKjmL1jbto#`kq<8}R#YHW#$v|tpz{gC^Fe`mA0JKt7>hGf7Iw$kE>cM zh=HD;&SwH(`J+A`bQHHYm|ZRx3YO|e~~Ewz_jv)L}z zmOR$3W!Wy$mN?L^W!Ns%7C%wd(qyvZ0&Ov?rfMn1KWK~!{8N&Q=WC2u!*(sfA9F_o8Z+o}4XtK8U1J(wzJ^X`T%|E34p2j@7*Erf6i29`(->E3 zOklJfTFJOVBlgj=hgJ}Zj#D+p&aj70Wm~Q-I?Enf&bCZjq|F{$#&(J}>?uEV3fod` zA=py3leJ;x;?T)#OSA>r?V%-XCux)0W`|CK;W97Qwo`Tpsgo}AiJA_vhY&gGU$JP4 zKH7PuJ%qqXc7nG2Vl{-gNtfz)Z7mq^h7dOikJFgLI#nHcy+JkR3w2q)WZO zwym>62$yuJ_tUheJ%nUQpSJH5ZZ}SCU7&`LE9sxMkG4DxTo^*EB-~qL3pOPmLaZd* zOJfdSLWU443HQ|K;PLz+#7e?FG%9pZh7cuxoKU`e>M#uSeH8$z%o+(~27dO{5$SQ752F=3r&4>FHzA zdtl$bj&v&ZGuHptQ;(!>OHTp>O7VQ7ODtdHu_h@HyTr?5+De|fNo&P3u z{#Qkgj_e-kjEwtV-}#q@4+(D{-VA;JKgmwsRj(y;Q!Eb}_ zVCT1T@XFxX*z0Y-;MREhU*Q}77lBs;kK!9YKmEUNVC%rdfRewW=U&~znALY#Tj5^p@dzkX0kTb^^RXB}um=Yv( zU86SEvkW6cl8!c-#p9vFNRg!L7|n=toMGfh(osg!VwE$DBuUz4G$qG4!-$fktwxg) z|2AYv(!9}x_^UIFFiF~CG>$J4!$^~)IioQVafXp6Ngbn6tEh&NDDjnHrZO7oP{W9n zgtozOiyB6zB+MGbxAI|xO2Ul6AP}jNFl{ifg&IbzBup7Zk7O9Ja%@b_Od7=3-C@K^ zJa#)X@juWRMy#ZtJ`VIYM#VzTVFXLkn9)3*wI4>bB#jzv!GlJ_2$!T0qdDt4XBhF4 zG;GunM>)d?n4}@23eV*aBV&>VjoMgUIEj)kgm}(rAaRoZW;Bkqj15Fi(qE0nu;QwL%t`u- z(I^_;4TMfyp3Z+8jVx3RgigYr4TjfK4TMg@5rbHT)c&s+|zC#bz&^&{L$bt)j;aRZP59HG3y+sf!Iku{P#fj>FcSj_%ho-@Fe}tXda6z z8i<~x!$w=gRHuRPN!l=)6N{V%;wS01Mjbp$*FXRz{l=)0pEwO&xO zoCeY=>GMV-;!~%AxJvq*(J)%g4dhk2kk1+oZJ-)EF+O837*-ABReI&q2C-pD1A&#W zW)P2JHxO9qJ{U4M%5EU9(tYrhv2Lez3!EPY7l0I(Kk=r>91Xt3>j4JsTr-AHB`lwMmkZ~G_ucVI{&0;pMfdEVT zu+a>5J#TEu`jFAIh&zp0tPdK+dE!oEChG%6lVYaR=w!X$XhI~M#thc`jK(ob+t`Bj zUZXK_n$wuhdXLel{M>0wW4+sG1WVBxQ&|U$hOI|bV+yJ0>^B;ks2ZCy-er)+gUuN4 zG>FzsV^hY8LF}8}m<+^yP&U|NH#ULcKKP5VPN%Uky;*kN0rRHqu@tYd5$m6g=CSin z!ws{t^LC>x0%QF|e(h~Wb7G;>aO14(yw#{9K5!ato|T=q7*%qq)1W|$pW$YscHktZ zL6H`ElhG_X>@Qm4VOw)0w}QHh_IV{PX(Mk6xfG&t6FUTu_)QE0fa zR&-uvG}NIQZmJcXe>8|W+=d%!Mdy_U(Y|T8nO1aOVGv&y8Wd@9A6#y5oZX;6i~Ha* zV_mAjaklePm^X=!i|EE#*?EbF^a zTQ|~*&NB?6m-8(pTHFR}492#z6!yE5IAJ}G@r zdVB2KKRO*weV6(m^-SvS)b-e%e_87A)Xu5tsj;azb^!PUGXVD|`;r$VS78Uhy^>wY z2}wKgOX7>ftBFSww_ydq8Q4jG-^5nfKi`S}C;nCZjrbGszhDlaC%zc_<8K?^6utjo ztPy(;djR&wu8pmYEsY%-+c7pZHYOIu9snOjpO4-j?Th{)dKzW{_K41kt{=@r{vG*S zq#k)Ba%<$0$ePHp*k^vL$i#>f{txz*e+xUxSHf3?e-}O}e9-^13qUQ@AG#Lv086kl z{Pvg!7##`+e+Yhp-v5Kao3RhTn&7d)eS_NsHx9N212_rr{lGKW+5P&!xq(vy^8>pF zW??4)NB&oSE#H+jIUui>zn9D9k(dpbDc6@-@vC5Bu?99Q`Y^eh{Q&S({>qc>v6k? zz(()JVY`gkW9=g18rfUgGP~JDgf%i8w9BtcD+b$xe zk>QM8w#0P1h>%8xBX-&1TiHcKG%}p9%NAR$iU?@*L%*UeYF%p=k*+pbCG90hV77ApGNM=~MAaS}bTQFNhEF;3%x=aDPh)hQB#L>D;5-&p{ z!vvee(YoHtvPI-EOt48Dtn0nZE+UQ5JLy$mmR6*K)hqMPxBDI#Sm)=R{RR5~E)V9jNP?vTj#J1TjK7PuE4;>bHx?Vf1b~ zPS?dO{wqjfWOSOYYZ+V)WH2&1OV_pZ47-Q~Mn*^Jx|YK0kiW?2Bwg2%opurFi;ND^ zbuBT?E+Tu8(K))V#W%ByNM2-gjIL|3<*JC>ML#s1qU&1JI>#;|cF_y(*BHTn7@>=d zPSJH=7|z>8L@qKqMAx+tE*t_E8J(f)T0q)G#4R#9Lf18{OerF4(Z!@Aboq7JB9aze zOgcf=rKl=$&XRXcF;7I=s>nG@qWe6JUzqPuMb23g&1Vl=W~w6PEc}Pjd-gE5hbmIg z0;2Wop|iv(a?+CMJbS3{d`Xd$mPF^-QyV3q=q4>8(R%hYJ5Lqepd}6695)y4^55pU%qMNUTMBCZJ5Uz+D zuY^S3*+V?GP;}FkkZ3%6NLSqrS22msvxhK>R=DcuJbMlU?n7)&mLwmI=Z<^$cqeS7OSEgtAs@R*?VRBbX9aym5}H^dzji! z72QxJB>K-DCg-c7o2i6E|JlPtmnyoEN=WpdJ&ey*MK@6ii3YTXu?ec^1}Y)Zf%Xu` zq!-;hB_vwV9^#nvq8q1#L=W0S`ula$R7|1??O{+A-7F;}y3n3sqNC_WDIw8^_7EG7 z6e&sJ`t}$cV;3n$;rgNx?Y$7!f>V@4BYG;HcBhR;fSjTvI?*2H+f^^8D2Z0Ihb`-? zUQSUGt!NK(8>?PQQMkTnMSJLMse0Eiq806-+D`SZW<)F6L;DcbdpaXp(H>?OsoqtL zXhnONIZgGR#)ww5hv}nL?@C6rqCLdpNWCi<(TeskxrgdKl@YyY4{=m>?{dav2IHNo zcNrtP(cUX#9jf;fMzo_ni~^T3q95&HB&2#zW?W)0ELHCkMs%dTSK^_=-jf*7lJ*c6 zxOXuln$jNPH1ysRfw;hEOM95Jdl$iQfzg)sY+coR0>2q;>8X@zae-S^@9~UiOM94K zNA(`Zh_HyO0rWX%C%)RPO>tw52^%i=EzM2&F_@+Cv+QUwV(` zmmXy_yO-)ciV=Nj@1>bZs&_sk`qCbzC#c>d8PS*aFf~^79>Ivdw1?P5p!aY_^rbya ztfzVrC+YS?U)sa?6xEA7Nr=X@hp`1tF9Id~^yo}`7`3ify@-_bQuL-hjdZJCL`p(5 zr#%d3RWBkXA-dBZhJto4GUZrgEVQRR#AQdOq!*$+?HL{^?A;%TD~txUexcoqP)S#K zUt=-Vi%>~#Mu%E&ABF!kQY9fe)E?$Xt6s!PLUgD-Y{736xsq^CgSjr%i(E;F4z>46 zXHV6OU`dD$wTJ3B)r(|Fhz_-f_I|1t(UK4yY7et*su$ss5FKi7k0Tp59pWV+I@BI! zF{&V65~4%xVFsfL5+)%!)E=hsN@Pqzbf`T{ZKiq=G6~V5_At4*>P5;VM2p(P1a2?H zOhUA%J&fZo204>(uE7}o4iGd6(WCZW8Qn?sB4`q#N$p_-w-OH#9gS-JLc14HlP)?s)t=d^7g3Ymj864bZ>yk*sux+4 zaF)UR7OEFvlW?ZNmdUCYX_K(iU~Z+;i?m6%`wWAQb*a;fyh*x+QH4pq-Yrm|?43?@%dy#O)$1kC$p+({POqChrQF0|%(~d=b)%=08yk&U->P0WdkVRc(a4GP{r@(x(8_$3 zc`fs3=9bKbnUy%@Zt{ZzM<~W2B9>b^#3II98P4(0CvQ8BPIOzwz1_MqNBRJ{%z6Qch6+<}bd%ntqs$vKqhi2uwzGhSvL-@F; zXn)7Y(M}aZIKBUELfjTqKW8{qjNznj`IVtgkZ@---(Dh7Dc zr+f`SF~XBR>8lK?Du#HvDXPBWPQegQH^rcjqns*+czXX6gx<=qEu1RGc+$sx%`eJT zG0M|F?J-|ltc!A0jPt~g`kb>a%T+Pd6F=g!V||jVVzeiI*k>iK%~dhp6F=m$E$+%y zG2#2r7|r-~XtTJbfMajGZ+q-9@&L8po$K>8P7>E=KYAicv^8ZkD4;^z3XuVGc41jNm8 zyN@kSbt1q2HsBQRD^<5s-H`QGU-OHc>IBwXd~G=^SKWYAw%_b)&U!glU7z_TpB?L$ zTy;Ei$!8^w%2hj<`+T;=>AC7S=0EwIwd%QQJM)b`XRI4@)v?Ss_?))R%~jW9zTW4Q zbz!bLhWR?5lhy@JbzNf7eyz`mvz+Q^)@yu?pO~wz!yj?AuQBU^Ty+%lRX#_>1-WV) z^B;YVSWh_BR{rQKeGYHuRP(G?_!`31YGJ+HSGqHDte5#3K!tHwFZERhR8>K7XI$bd zZWkMfJL6&>ZKs;$_g_TleHYunsb*L&^ff=lsis*k@U`V2rvP(AKUWPi7ky4y zpXaI}=3bwZ#6jlY`JAvG%~b=;JwDUMzg0;r+6z9%_I9d*^=x0G?M~HVJeU+2c;OS7@7OQ;SR1K~I z;3BCP)w|53tvaawozn3$(g7s8iTaI)FPi0;1YwiSRa5?KTU!4-yZ_Da=cKwyj%ogG-rD_Bm^Plp8#md5O;%T+qQK%qRJrw!X;?p2WP^ z=altzZg4U4i9RQ-A9I5zGB5HufnYSai1`GcruYSE!E&rP}~;t zecf0M&IjVQIMT0_wqR^UdRo)ky*Cy>2n09_Y8WOc@Lk%`#6JMX5QV`5U#hEnRoLw z7;*-^%)G0w0jQUmckxxWszJ)kxHoq8b*vhs#Eg4mCm(lm2Hm_Y+IJ-MzW$%$40>^S z2Ve7Ra)WMMmhId7+G1Us8+7xsY~Rl3ob_RD&<)J8eOsTg2~BR$P0X@=uFp!W$_-Lv z#$7PSXIpHS8>G+-p6zqi`kgcA#pZ2%&g_#LbYrt@-`dwST|X~3Z{;%%QOON@xw+ft zBn@9)Ztn6qfyX%q-P|nNxAZxVd)JH2vwX#djJZKCHqZ1qDxRb7|M&6!|L&!lkzz~|{#(hsL^!3u!Y>4n$DFElkS9o&)9q~-;*Vx}=&{?5Hp?RS>p-n=FSix_w8sMqm zox!UyFR%pXzV8^E9&8UL10#XY1NFcofm^Wyz?#6ZI1OMctOs!9f8iH<@R!l93x{`5%8&aNv{a-rUq0ALohm`_JYpMI7TN#hbmzNCOk%CTtrm~12Eyy z8e>*dl`#Gi9;GpA-EWsL{GtJB&(|2)(Jo>1B|B1Ec!FKR;7fLdwot|{Vdy10TpN~} zl`!y<9i}a?o?XJQOLnL>*_kb2%te#cK1ACV*%HQEG+FI~HLX%5jJ5P5AJn;-7Z33m zYzZSR;ei_Scm}G3ahC7^jV)N%Q^F`qI8S5F`nM`!j3wM(qa)I)gb|i-KaEOss}jan z!hJQ`)@`bU(Uou?jajQ#l`ysv?yWInU7$)BSqb;jn6}{blI@@^n6OJ2OUbs^7Qiilfs|}JZ8D!NVHBmyy{)#6 zYzZSMUGBM>Hd7^xp7i6*>ExA#bQqp0VeBNFtr05@R0$&|;WiputXEYD11I6u8nMZ* zDq+|p+)AS(7ON5lO~P)CN={WJ44H&o8f`gCl`vouZmBUVVycAkl5mzroPVZD7%d5B zYQ*tpsx*_aQ)3GI8kRa4XJ|}Xe^I3wj9X|-SQpx*EeM4@U1NNKDoy7XPSX~{CR?Rx zjA$-!V2)zztkP6QWN5~SSl=#9;g8&0V|ayK+MEq9;}?e7?b2p!n`*;y;nJpTleJ;J zS!pucCfZ~)TiOJMtG%(dY__y92v>U}P2=s-M*Pl6o!(xitw*WSBr<7F)RxC7KBb9_ z8)|H!`+Gyi2^w=)Q&XD2xPeAT;Ll?N#`QHSIZc(;XB@B5miwvFc*YKmIOj~2IvB@k z#74fVG>)-dBhI~4rFO=#8dF&CS{lo^p2j4WpO@An6!sX6iL>m|7`An_#Wz-^b@|Ps zwP6=XRT|B>j>f1ctI|4*qcldany562KeA0@c$HmhV{6qG!j(Yrq8}%(jRx{OTZ=aO z%Wh%IX~WvWQVxb|?P$wnOAZLvT4~zAE-8Me-N|bUr?l>@N;a9av)X9S&r+5#qY=-D zs#1nAtucqaSW9WfltxFKtV$`yq(&u%RVm4s&}hqXs+3@iYs3yOsuX98Y0O}yPASG1 z)kq6TOHsy%#uQflmLiN{jY$h*ZkREoF=63yg&2bx|2I26ke{1SgeW%kqW%lPzy~8W2RNpGb5si7VgX%ktv8k~IRjO|#nDJ|kacp2XBKr@G z(Rp^?32a|!i>z<=9nbc6ZQ-olcO2W7+R$9@JC^MWZNa47=jKR}{hPMHI(DBMBSrRe zZE~AzAEiiK?9a5VwEHMSMrHP|nlQrkxe-!kKkd|eykd{fJ~u?a!Y_)F?@L!``p ztg!`ws?SZ4GW(InoYk-T+!!gdA8K^02UMS%BW3mjjkNbe9|cL=Ywv5c#X{9bQ4;u` z#;mwO^>LWYzN;~VCH;LICbREoOw(<}VKV!+#+0~4^>LWYzNIlKE?0f?_&@Zf#)Md_ z`Z!Ex-_S^ryl+2#{|%9SSrh$byD?H^U(yyBXZN`&Qe5EQuihlT!qZi1BAXEo+A?)AA5Qf8mg*kb)%^|={RW}ntbBYB@2B4xIw z(GgQrpPM3Oc1R-@gsMJ@k+`l;X|(B&i-IKZNsU=?q3Yu(nXPKfh+S15N6GA<#f4ja$f!P!lG#TzQbz0JD4Bg& zW7O)k``jogvJYvDOt$;nBq_2FY767=Xg5fT>;u|DX}izOks^D)HU#p%8T88#+55E7 z-!`Yn?7iCL^laaBybhQ99&LMM`zS+VAirDFGS$ZkGCQEpEpN5{K;Qpw76)0Gzh~;1 zhcY*1F37CN9Ff^6GbJ+$yZ?WMz5gD<>3`>@m*Uy~IoSEn#@hc+Q_o@FzpGQfOD#^# zOKp>yh@Jocjc@(WC+|*Plk7>JfIa`VOm-yWiSM!F-;;?u@XY_|iKDUK->k%Voch;{ ze;R)Q-}i5bpA$bheo%aFeB*cytNy=;y@DP8`(o$Cmf?B-9b!{r>&C+PuKyl(`nxlF zRkR2D{qGmuDmnpA`;TDF|MNKU@484aa#G~L$lS;#k=BR|e~oAT2g7%SFAJ{;F9`1u z?!+#CvC#LS_d`RWO6W>_$3HH#cWBGd_)sc168tRq688A(3!Wcb9y~0#LvXWTTTlf4 z5qKTz{cph@|0@GW26hfi4U7&1<+pgke@NabuaZ6TL^)4xBPU8*{2TlGy(sPzH;8k@ z$@oR;|2c&o6cjvJGKZ#%-ASyewmb}sl0r<=#mreOW-s)hs1Vb1F>?loniP6aR)}f3 zm^qCdCks6&EW|Wj%$&mZfrTE_7Gjz%W=>+oR-p&wg_!1xnUPw+s4&DdVayyyKdaD# zB123w#>_F%3r3wGrYU3QsBD5!YKUphm^p$!*g_Ag4W4zGLzBkLID)RwgMvd!lg6x} zDNvLgQkpbo4aT9UIixge%!*ZRg&q_gQkphq#Yu#P9#kDXRy2pEjad^wR2@85G>2x5 z88^WDQFZA3G->RufIbrc2$UWAN6?%xYaWyDg&q_hVwy8%rloF$9+Vzpnlon3VP$lo z2gQe&=8TygELkk{p!^WioH4VK?}HCura5C~TYd?i$4qm^%vo^{7)6LagyxKyGh!1k z$`CQl88fFv8jM0jOmoJ}DUk)E77^2&F*B`wEcBop5!0M8bHaKBjEY1|bH>bZJgHvj zK~*BAIb-IS*b9upL`;*$%u)F&7`2I*W{sI6;$L8tCt{j5W)53dSgyq92!Ljal<}$g0qTQbkO&#>{j&QK1LLikN1NnRD*7Lb)QQ zSz~4go4XZyP_T$;)|gqzd%-AK#58TpY|9}qiWV_V8#8CIf~?SkvPDeO#>^Q!LQv>I z;UcDKW9BrrJudX1bP?0EF>^}H0i$>k)4VZr()|$BFJhWEW=>!=bfE_&jJVTq97{$E zJ)O)m499Q|TcKwL^A?7q?jOMx%+n1=aGH6c2jz@Ddz#@ezH$_LP}1n)Of`%Z^MxK% zHPR_YgCXb?*3FILN#jD#=B%3;#WRV8p3R`RJvKF(0&WV#?J?P43*JAO-@gga4NOy8 zr$IMi-PmaUNa)6_8yRgm8vnG7NadVKMsqmqvCuP#d7@zl8=@9^CNghmSmEHOLeGZG z6Aas8Gw=lF4Gd>-_;#UZ1LpM&XG9-(edh6o)8bw5c;*hnDRCFLgL$0cq>O^cF}E8| z;5^DgPdoEi!*q^ap=T`fdWK{8_FU*$k66qZV>o&kbPVgdMk8aP>#~kE8qPvTv#w(l zD@Y1G>#&Y8>JA*ESlf&SM&Y$>tgS}nF1QI=p|~^hMh^$(fw(hT44#VjxA6OOK=(Pi zsjX+?ADknVa~z{MF#+r_E5j|=jiu0|m~F#3?7vXxv6-`m9qVUsmN{b>TdILG%xS|m z&c!YCq?uEO`QAt|CkH*lOeW;ls`-wQo4=BVKWjsY+9 zM42Oo<5*)|=!r0g4b!Q&g`O~T$Z*uU7{Bfiv6vGy9N7jMWDOV%kA?SUs$D3Y1&xW>|1r8f@JwJ-%>K>biB6$#1~m-D>|gOXFfUD+ z+Imv1P*~&k5oiD6bKbfMzMB2tzPI2hp+ezw_Md&vSwF#7v5)xfpnF*;oW|btU5Ve| zE7||$yDfKsuVDYl_bi@XEEG;<|Izo1m0`bzX+?EiOhbaiw=bWg1OA0JI&&;L&&FGTK(+!#4GvMh2~WXH&q$mmEU{6qL7 z?D>Ch_{Q*g;Zws$hId8Je=KGLeh7USdL}f0b^mKaOGAf-b_`7ojS0nqKVc=n3&Hy_ zAMl6Zir|sKUC{AgFBrwCe;)*%4)h1E3G@a|3LF@i8<-qu!;HYNd|y6|HUHPiwenx^)c@9s28 zhog*iQq7ayGmIusk4I*(ZecWT-Rz8P!8+Y&Oq}VAaEkAqW;80Fb4J_{FT1B2r9Y|> zH^gIEkkPPpks9F;-@UofkfTO8!*|m*tdk5Gh< ziSA7drtA?4@KMpdv9YmggyVbnMlkP>YkM`~rgzaj$snF`9^vfXJ<(u`^+#ufqkH#; zMswC@&Il*>?g>U6Y)3Z2!M%F}qe?vMjBsx6Uf-xKzH>%6ws(&=O4COpoZ7oPjAq0s z&IpJ0?r}!b0#}POdw09hl(@nf;mF=S)@V}f?~HI_?_SR+&NFmI+`ulo#~6*{;Fl3M zu*>dsjmEIW)`%O}W%p>Kc(mCWaRa;TUdLzzGtVO&*te3NP>$nMW1~;%rD68WpaEwh;BW_T~!y_=vqvFeC>t1Ta zjp?G>HkjX2jkqCQbY~5=EL9_JL>Ju|gSq8u#0}`8J8jT8MUA-eTy&=lD*RD!IPXpx zw6ROu2xs%|gwd?n-5KF%-W@lZ!JO0xC-d%@(X`mo8R1~w9W|Q5SA-GH<=qjZNyPOL zj^*89qX|s+jBqON4jGN3jXuJmygO(#HcyRkChrayjBc$)IFffugOTxSgcEtUFc@xC zBOJ)PErTIkQ_kaE|1}s)s3yg6A-eu!FpyVGisQiF4B~5D6LB0@zw1|ni|r<|IIe!z zFUHPtn#kc80=xbV^R`aK`Myo0aMGWR=5ZEq6B(Rz#Au84w$nrcCv6(dSxu*j{7w2V zqYnPmnn>TIKN(dxyQGQiP5PrzTOQ>!k-SNNFq)N@IZfnl((jFCvX={H8>aocR>>ooA676bQd6C6MkVZFjF;= zuL=KVQ0}Ulh}YOWwd-?(c*?7ZY>izryFT;r38#r*O+Wo#fjp7iigUu6h}EQ@8qH&~ z+a^La=_f{8u#;R9k(%^lqdBqMX(CXQeq_`UKRQjsY0?jkD*3b1M3^T1z^EPQb()CM zr0*Ne%F~@Df;8!SMl<3qr->L%`mWKmxY%hTM3cT_G=)&nM1&@N+h|g};WQDTN#8P> z5Su$q#Anhsjm8llnh4LNZy1es-}D zZl+6FHyWCxnn=xruNb5|0il`jWrKmNY9ccezGM)aNi>m|X*_t*;HGvHX_>}@7mO`* zn!D1QW!LjCo-uBCdF9X z2lpBrWj86r;y$>?*ltdfBW%~*FrE=_wLWl~9AUc#jOMXvT+@xPva8=Ho^5oRZibaz zcNxvm^>Rb3?7GvaBlmWiZil5$pxrTt^>js19CpO(AE4r>Xh<0L=f-LTX>kK+}lVU9HgKLdVS4}s>imq#5 zUN-=x+0C%B>uQ5}95~c;L#*t&%4iD?%xtoSUgD3wdq%)}z^#7kv-IKZ&{r^R&eN$c7`9G2TA^Cpt zspMahm*LF61z7vvnQTY@|3~cm|1`e$UzI2%j!*23{{J{U@BbaX^;hG6j$aaAg{S>@ zj!%t`#(sa_#NLioV|T<+T{yk!yvG!Oj`aQb;Pe$*EUK%|;dQ@~*obop&8jds~ z??kGRzu+nVGqKa(UXfXm4(#{;WB9}H)8RYASBB3FFGTNu2EOe_L*Iqo3q2Johps^H z|M<{8p{~&S=>7jI_;K*r;6U)2U{7!n_WIunr~75_Z2zZ$=L7cyt_u_cO9BVsoBk$& z7ChPiC3gCMNS1K6-*S1F+(B-J@A*RfL%c2?6}MoY|CRU^{@?#og|#Spn7!GSnzX#Z z#nhNnSc{^E*_&;tN6Y(0Ol@5cjH*XWJz9_R4j5&Rn0mAxw{(C}_=u@T>v0ZKm1|M@ zh^a^Gv9mrH#gCYJv>vOC!6<*k)T8y-Mmu{gDj+fSXg$u(1EUBMQ;*i;%px$VATc#* zJx-$mvKD2Kn7Xtcr!ZHx7Il!A+O!@gPXVJ45>ubn;{^RDQ3;8uQ|ocO9gI>)Oubr< zW9x!Z3yG;&>v1#zMlmF&X06AOFc{U4n3}a7hcP|37UhtbnzbH>0=Sf@hgdebEj4RB z#$4}O)I)kP^=dt(xxBR~h?vXUmU^`wqwla51(EIsYSn7RN1!0mM^L9$@61j=G%6x7 zb!t7%qp!ObC6SmqwH~+R!KjJE)T#A2*9t~eB&JTS$BqJ{E)r9x)?>8}7?qKjI<+3# z#HfwL)T#A2I}VKUNKBntk2A!mki^uf^*FsL7$uUJTD2ah(05pi8i|?7ZK+r5aT2SW z3Tsg%>E+a|^*pf#j50|~?OKoH$AVEOiK$`hacqAu3MH}IvgOnkoeM^#BzAkY%n|zY zL#ZToo3_kh8;n{>>~?LLv0SpS7R8d-?bp{&Y>5- z7A2F|?b$Lr^dTsk#BR@)SseyO*(7#*w#+sr_t&Cu(lv8?w#-@UaX4xxx!bj6&tT1C zVJ+$>x!bp8Ph(?+!dlc&a<_BKp0XZ>ql}Wfy<7IAH3UZ?C3m~G>o9EnMd4=3rD)Vrt@g`{GAv@I^T#rY^3>VY>RLr^M97 z^*BT$iejcNuE$t%Us!81Qy16c0DVZ7nYy?hONF~41IE2VU0jcI&@>eH3N>*(9gUAj z@kdY(SMTCZMIgycJzS6T8-f$e)Wh|-WeaeenR>V$=e7dJn5l>BvC|EXGE)!NW3>-B z!c09}kKKDEOf0vh9uIIFxwy-wHPHkMz(^elmz)p=^&r{Y7aLG=s zT+fr%rEtMc&0NnD){XcvEpjoJ+PR*`S2%^@SSiu${+C~srQ@$?v>(l<{x~{Zv$S&{JqaDJAhAN{?6yz$+<#tDY2Y8 z?6X6cvv@Ll!*_+H%7x+*_HTW+#T@ua?BDo~)g17}>|gty5fS)_?EmzgHftyp7qS1t z_mnjZKY{%#-;>m5EFRDPci$6M34R>=m%hiTp;kPW{R`h?A^~5>{x{#F;vM(`_RoEf z;9#9X@fdP3_cPzac%rU&H1l754$+--6!WJ(2Qlgt=QDreGnJy^k<1_aj6FRH#UsGD zWj^vb20a{#TjoPwQTu3nYWnd$AoVtdr=R0c=J$Qhw}1~}e$VF?#0T1^nm*)RpL58V zv{NW@3x>TJ&*lO-?L&<`2Or~_@1$ThEpQP=fCcI z8e0SuX#Z;R*L+V|@50?sF6X}Ld(wIX?xu1%x9)p_iXiP}O`r3M?{ONyXgh22mwk_k zt>A7jmvdk8Jt_}?yUAS6ebM&_&c7+p*4FfEd%^cG4Pd)6KksvBJeZ^T+~<6D?--8e zbD#B@9$cWEuIaO%@mbm+%Zr4jDke_UDF*?^A)*+cD$yK7=rQ^K~r1tTmfx* zP5=6*e9mLHqylYxP5z|sE!ORDH=4`2Ro`*s6x_|`a_*q-j@S$ChI2Xh3E!2R1$X1Q zocp-%wwwy5e2)L_W4>nv8tAkgHuLcQjYwZcvwV@AsYW8aJuSx%c@VmAB&cZd8|Z z@AW-`GnxvtV>VrudwdU{OyB?S5hq)jZ!+&?p3dBj_5Z)mEW-+bT{AN>9hp>mB>h?X zWvl_XIeih<{~w#)H$6K&IXwy|0DPbN2=f5)MV54Y0DkI-uX5gvFosp}tBjA$A!IAAFo8wu4 zaQM6M2jOSJ_uyH8^TR8{M}>C}&kT>p`v0FppNC!!Js2v5{t#LbIx@6NXnJV9P&D{` z@I%ZG+!MSZcpjbwm>=9N*ct2yrZ7YBS>UC>1A)H4`8WaK2&@j678nzV$nU&o0j`(l zVvgVlxr^MwJq_?j@sW5|+%2vXYw>HgoH|M^=4K`?o92G4!FQfC9vZHr(vqHHG-dtU zsiV-6E;X8@*P_mno@_K>UFpU!5R2|h7Gv*T)84Vw(>L{&*Cm0N6RULJe@OXpR@wbkmN_d>XfK+u2|Z9rcs+NTZIBP95cw^a!I0XMfdEJxLEYYK!lkI;tn>VMeofII@oFNqVT! zjQG;2qj-`YVl*v&a_Xp^qz4;KiMmrq=_EbKXi{9`)KNJ}4>X#m}}QjA?af8X>cpMj_ODkdkg;QhdsDz|*jV5u_S{-$ebdJ%4P);3H zkaV`uxb?A9M-3$1#%RpCT-8wl>DREe(dZIYNBJY%%3x%os-yN1b{h<12teT@>@tY% zYaLaOa7%+Yk*JQ6M>xx10OJDc9pOxaawEHrVn;VXr@?7<9fgi=fEmVix9cc!SOGV2 zi)r4&KCScYItm=wbZz-Xs*d7@WrGu^X=_0@w?2&#-0!Emhx~5ltR`yDev^`euxqYRuv!@%pBWlQm|r-EMs{<0cwurFnf5#*H=N5l2r35#uC{2^!Gp_E>G}Wb0!= zxY+Aynqk-1<9Cjkrk}VvT-C>r$%*S~%VVKXeO<=U8e6QdRDCq#IvR6gQ&nGwag;_! z{7KbEF}7(`at~E+V{FxE%l%col`*d|E9R+sp0PzEZ6Q%_Va#bvV+VnHj?vMWqMy@Y zR2q}kFRHE>ZH)auD;=SwQ_8Am1eZSl3A9tz!FBIB@a1gSaQxeXYj(J9RUV31QSODdo@H2 z7iVyz*;3Xb5&!iRThba`?Ia9WJ7KM_@OlD-s~xwrrvG}J-x*ui zmR4=7UyqTwt3<8!)9oE)j9Bb*p3tvH7+s4+h33a)R2GdoM!&8Y9gEssPQUI1IQu^q zefMxZaS`LcEf&;rdg4OHe_6z&nVz_S@dt}|mZ>MsXZ)wdob#%lIFIok7PHQ~dg5Hh z?=5C<+RMZ_jNe&IW8wY8*^Ga;n8M=oiL)60W-*C&Y2r-AzgkSF`ToQiglhJ*#rX05 z1Og~o*IG>b6NsN=9cws_d;;N+@%6G)x7+Oyl1 zJbwa_lioSGt}Ue+@Fx&B$-cJMf2^KB+{7I)`zvdG=)WcqHwnMASVU7efw)Qd7mL`) zO-~?h5`JM(V+V=}#7)A_E&A#yJ%PAM_?g85c9WVw-X#3gB5egUfxt=liN(A#tS1mS z3IA*nySM2H1Wv+_EoSkBoj~3s{FB9ubFrR4+$8*?MQj18Cy+J?|6nnN=3)Y2lkg*p z)Q(ReYZ88FF`~S*TV#ICE_wsG_)kSyuP{I$g#eoO>Qdf_Y9vQEvPK(M42{>ozJD1QR6 zlI&$`>Amy>LM6TVC2J|?1wDaGN%*2g+6QO?k&^HQiwPC=Cy*%VBcHbz-_M^wo+SIF zwU{nUAWhOWea;%LAEG4Dvz8)K|Npi3p7%@de(y$ap?9J;-y4$i|K7?!l^@HGlV$Tf2#xeIbf<#t6Cz^t5?{T^fgSN|{d|DDW7nO8CoXKu?} zo;fpfFh>6CVduYOx|9AO{bG7NeN%d2`b3=lHz}U7j=Kmo2Vssoe0Slui zM(0O|qH9F^qfX?j$UBkeBKJpbME(Csk$oduMAk(8zl$^f-f^G7et*}x7rIBgySW>> zE91n!f2dE?gnC>xaTdS@w*FsFQ{YuU0t-GUNF;0 zzND*(dN|5^8qt?@Rna^u$)}NhNmmigslClK!Y}D;(X5(nrjdS0R~F4UKbUF6U(#8k zY3CI)jr>cxk|>r1nQ0_o(iKIMIIMUY8JKhh(S-WiOd|%9E-xBKZ!nD@OqXIg(byb4 zjU-ICtRPC0rjdmSmk~s1(lpXA;nIRAQJY2_rrThqV4pvYG)%X_QeyaL5Qgc^OTxm^ z*%rr7FsV|y$&ok2q#iRw%ocoBGMk*%tM6>SI zW*V`WG%uQQ*D}+{#iTjWwEEIaBN&rrMUi05G@>zSMl|XCNKYdi(;qS|n%G)TBOMc_ z1mi2}X~bi~q#)LwP9q-^CIoS)^E47NVO%h>ww^{tCX5NX`}orc$#f4y1<%ma$jGQ$ zo);0r5|n9VWcuMmO=ByCE)p}nc3L#0_A*^$X40-` z(s@gFk(zOJDjm_pwz`YhOgJSNUtV{Sn+d-a#PiZFf-~Vaf;i*7i|9<)7L3f&U4&=C zNkR7jzl-#Y+o1Bb;0d~m^o-k}@|75N^5`Nx(+~e8kPA#o&M!?D@tO25qWw6Mq>KDa z`h{p8wg~AWK$CthT2$AXE)q29XQIa4+;kD4Nk0|UkyT6=8JhGHQ9p8_=^{jv{#mr( zu4}qT(WD=Xdg>(8MT{o>lV~0*r@F||q<<96sT)ieL7MarqFHsL=^{y!ek7W~ZZ2I! zY0?ix)6U;a7g?J01JRV)&vcQdNq;YzbpLI-$kU|16HTZWO&5up^nKB|bA#?8RMVAw zPZZ_rU8HKlcLk$a-9@e@d`B>n*WJAs-xhS2@wB5ISqAewgGGF@bC(&t4}$R}N-ZPH(gCSBY!$lIjP zi6-0)Oc#-x^jXok^Gn^`j8s*g5sg)JcT>iv1*t*Ugz+gsl&^O;W_(f*6DZw{fVdBy z5S;0EH-zCncw7ws%m)1CU%+TeAB);9GTnKEZsjq-e){z*tdENJp+LDCL|M1;U!p~< zFX;wZ)~!4uYS3MGgD~q>9v0P+-3YQS`ZDC<@lqD6&2Rgh)f%BZMu@x2eitXsKNR7dcyQJTdCzeUuK zykfePXQ4NX7F@K`L85glH;H;`E7J`kty{TKH1GV!bUD*jZV=7U<>E|R`H5&2t3A7% zX)D)@X0SxB%bB)vooL#5-gG(BR<0FIVHrf1Gi~J>(WKipUCy+X5zz$w9XQig>Y{Py zP2CMLt*Trt8e2nmgGj3?R|!T_x*H@~Rk>0S+ZuI)K&vW07Ifo&m+~xbgDV8newWfL zZiCCkmgDjN;dcH1UEX!x0`GWlZ;b!vcqQxr_*MSx|8@QUk8|hb4$tkJn}_j#0lNTx zg1P@kvv*{#$ex)!IJ;eTz3ejCB=!OP0P6t8GdE?bnNwxw|Nm|L|5oa$)L3dHbz$n* z)SjtLQ>*{~jQ@X=cqDOK;dYE8Y#N}aldrm{(p@BU&C(ycc>q$v(@2_p^*@At}Q>M*Pw|tgp5&dABqi*?3QCeEs=BQgfLlmc5 zm^Me<^68>J#?x(%y5-YE3+iyw4x+AGK2_9HMbi$lu3J7uH1Awz+CkWL%O{KGoI6ZA zNV{(NB+)F^jJJch>y}Rx&0wdxc93`7@(H48b(d+M5VQ;B<3&^0>%UErSE=%GqRI1h zJBYlhe5_z%RoxB}uPPrS7%%E}5O`JjXu()Uw}ZT^%0~%CalwMPtI9_TM#{P!q+L}$ zLeM=+w<+wV-16aq&Lz4{SvTpH59{IMrp-~ed?+y7WWf2#v^naQ4-xHGG1KO#TRvE{ z4^gDeQMY`MXpt^BN8R#)qDFmT+8lMu2Z(AHmw=;gd4EwK{dSw9Zh1e^g1f-9IqH`8 z74^`lwK?jR_Yuvzdzp3+b=~rO(VV-`w1cecmiHFTVvN@g!meB1OEiNfza6Aqx4frl zTK&OgC+d<@2<=sRRo9cFucvX22{EJRe5K@Xim3-xU0%L2}YLD?I7){@{WS;>VA7ix(`%&2f_XQHbq@D1>1`qquW8y zRpsqq;WImYJ2~f;w-xMn-ZpK{x#ev{`_SLDIp>zQ7A<0tWt($uc`H$aRNdyBTi#Ms zySJJ)=iKrZqJE@g+MILCn~N6cHsYLH9uoD`MW)R;x4fBX9(`^*$hmHLQ&FmOXa_;p zEpH;4RVSEskaXSh#-bVQYS#{;u3O$nG>wys+LU#1xi=I|sdG)6(k^rZ(WHBeX$N`N zEzc88paP@Kfwx={jpOj^b`W?~c~CUAl5PiiSCz|x=!x4w+*RcPK|H!`2WeN8*B5k+ z-=?sO+h9Gx0l!UA7q`K>V)IR#gKimn`PgT6&c~+BLAQ+dA=G}1R@xkN%WI4FQ7g?s zmyX~FUt7c;Gi?sK(=kOFd8!b=~sHqEzqF4zjLWo+X-g zUNUV8ySU;jiKf)9rcH4dx}s>(z1y^d!0VP*5KW-Gs?CYFyu4@}C$qGJ#H-57iN zb`W?~d09aO^LCJTRe2df>_gfP;;t$$Er?A=+LU&2AIuc&^V^hlaUU!twu5PN(k(9u zvybgAGi^?~>F(g9Tb?1>r#3KcPP*liXi?o`+MIOD{i4RLnKmcga-XP<>|)xS zbjw9iKeD@NbJ8sv(E|2{Y;)2rYf(?7O`DT$*%zf`-VTy3P7D&IW#;W5>bhl5G^^G% z?I7#A<-BNyI>#XFy5*c`8nYJd9AELQXbR7a+LU*3A7n&>`yj)b7NuwS?KEpjG>*L~ z+bL32PKsigc{|CN5Jc%yJHZ$i#5lbjXN(DAJKA;(i2EQaILmKGVYm+>VjG%vgx>6y zU6_4t*EDUHRf+aHPnx!3bwvBrdZz6JI`ALSqI$?oUc~xuQG>^!lNYl7OH@bpGLsju z{vhf{)-aQlXO%nfPtk&U#Y_f?)*bkVsE21TlR>0)2fi1j`(TnY?Z9`UIkk+LqG>FqnB+`5FfE!=BW98_?Lb#F=^kq)InxewL=%{6 zo(wXr8kiD|Z>lGQNUH|E6-2i%86;XY@QomvgUKM!s)4p3Hlmsg@~j$|6vQ}vlHzPi z4SX%Qls`#fHmL@_65G&B23gh}_!4Fx+x^H)24U76_={-2^Ng7c(yTl1g=n8z!Au5m z)*bjw4PKg#5{1Z_>vW}UgNDKY5XaNoCBxl-z zk3~H+-;lgJ>3mjY-b510RWIoWGh$&a?v`ic+^Q z$(eTG1JRV4YbH6<4*Xs;>E3Q8InxgOPBcMZ63(;(?~BG!iZmHyS~c*VDBTA^q*Vj& z3SvrcGDx&);2lB4gUKM!s)4r!@z`#X@+|Iyw*>S4B&Av02XBh4r6)Pd4!i*iAKRU1 zCW9>N4*XV-HZGqG!mK;+x@aFZsF)1WtUE9vihZeh{C|=i|M&L)o9C^B)BnE1>3^^1 zAI~q&*D?QpRJaE~A@`5mC%M;hkLK>kU4h#FgLB*E*2^uEOJ+OSk8ldW!`a)g|KFL} zL$W(yAAsevnap1^f5`kQ^YhHDnMFAHZ@Csji2)7Q!Oa27x-c~kPzH62~NVPi&N!o$%v7#6OR}8Gjn50bCdVQT(|0Uhz%itHq14f5*Ovy%BpN zwm5cm?A+Mlv7KUru@z!j>Hx)Yj%UZqy4( z)Wc)9+qh9LIHGw>(cH$3y7wQ^92NyMxKa21Es7da)8Izk`wPQOkH-^@pfPv7Z$$f?FHIw8&0Vi8TEvs%M$nwQ-lV9(PD%}G&z0+aEvns_ zra>(_^ea)ELuVS?rh8wC;%qY0;5Oa+i>QaLy}@m|_k}1uWNC1l?tLzbWz(j?ZMyfF zXx6#SG`LOoJ{8TNf~^s>>B{>=G<}h2aFg!+SrDgInFcrM-p8Uiw#qcPN%#IFnowKo zM$n`y?~kJK!*wHQ(UtcH!PpGl2pV+deI$sAm`2c^EAK-=x(R~jTzMY|q9Ue2tvPOj z-wQ75H>fSgP4GLhxw;XwXTgo2DR;eh zM2l)k(+Jvf*Lz#kV4}D|jX5s&TcX-kra{d)^i5IU^-Uva&|U8h(E^s7G`L0geky3(q#Ii^z9@*^v#}N93xb&K zXl%*&ydbvoY-|CYJ zJuTRWR=2SU>rW_?oB;6Y_$Bi1KGHJ)ZQHe`KV)OR;DjSX0TAzDy7o5noW z$3#6$)ix@ukBa88^+98h^}j@OnDlRySsxM2Qd=^>`mksQYo8kHvpyt>)vBhk9_!CV zQ`APS%le>bQsFjQhxGx`gj!!W=8`IJTr_@~ZmiAN5{xaO8*4G%FG&5tnvC}eV(D08 z4&%LonCob)0mMykk0APp)nT{^?iRyMuo}PlE?Dp!er^d@U{ylb8x!nzE;fx-Sev4K z&TFPIn{}~h5mQKwm05o#YA`Hr%wqkisCLn8ti*b!sPC?C8Y{BiAzDBQT4M#)+eJOh zMK+day-gIw=cch7YeO`Ly($~avW|*oad2B>8B*olDw;V^H!haGu}}{wT#)+ym!|?PEs6@Olm`m~_Fx#MhhAAiTQX*`obu1V@AP z>Uw91;v@z$8pK!EJ5#iX9(MFh{zIK1YS2ZD1_9RfP8Y>i24<8JEN;2eM1A$F8Kn#h zJyo=TZ8t}Q6zh7Yh*CY&Xc%Kp7R{@j%xD;6PZG^xcrhBr*b_yw*avzvjIk$(W>D2N z8phb;Md>COJ)VEE<3v+9hHNy9vB!!gG1D~~#8~AWBbun_(ICYt?`T0xx{L-PR(VGW zViD-(dWU~v~5CU}rPO8FIc!J%SDo6#`6 z9s&y{U2qpXXhwtd>Usx@_M>qf4dSco9VCi_70hUmUtRA&QECcCg8=J#2Z$QXgNz0V z*7f!m)#^DjN)Z;|NmM3 zYOMc1GQTT!0i2!Jxqs!p$i10+DtA}z+T2CCV{?1vHqEV(TOt<^p8-6AGXSp0o|Qc` zyJL1RyJ9w<`9AYWW+L;8%+E4cXU@wUiQND<%&eN}&$u`RfS&@~g7W}ROCOZpK0T0L zKAlbdJ@s+wRh$TTXX?t-IjO^O4#0+~Ra1R<4ltQ~|9?CO*eW?UIWw6^bP^vXUdE|_ zqc{oR^u$4l?NJG^Qlfw-0bj)5!nuI=U~j+$@#Eur$A{u`;xppW*f-c6@P*iTcox8c zvF&4JoDJwj{~7%}`eyX0=v~okqZdVwjqVxUG`c!g1E|Q?k$15g;J(NWSPgJ;WdF$4 zI3IB7NYd@NAK)~AarY*7p?jh`-yL$-aQj^cy9BF798sL9C3ve9W4O)FwxeNsv z;qvAKOqUz|N=*=};7per{mQUtAI=Bta-&~aBwEBud4Ec z%Z+|zp{O4@%5=HWuUsNZGk@Kn(RV8si+XBb(+ygEx3WMqj}-&mpxJjTKN1Z}v4VEr ztz0CUMP+{{X!zaAg`yefYtso@ez$UgXxe$hbb_Yet(-5KQpcDMwf(3WI!`p|{?2r$ z^@pA-nov)h4!8f6b426LL%I{R|EhAfXlxbT37UUZIZF_2Q735qRpm^n@@O>#iBY~chKY$o@mjiZ*>PPKH&)#wY#?Npus0R-lFd|bO-G{;c*rV zF8*~i_k_n<^xQ{v2dzEfF&6XgBHcl2Pk6M&ocq4+ptUDF%3{|2tL~t+Cp^+(1}j%P zXzdA)u$Wfg=nh(Y!ow|Mm4@!1wI@8xV$!+W@1VJ-Kj)zq6I=NmH1}kOSc|XdchK0A z9c(RD_B&|m$qup>o#}Vb(32f#EwZNHK{HQwfHn8vLI;gJR>xKLw|0J^gBBjE<0|_J z=?`{pOaO>vd;ydaGL*s@PS|&Ud;q#JHKoe!7)6W8BnY9~O3ZHf7wzVo~AS zwF%?K7L7ZoI~y}@WKl~+xDfN`EhI$^mpkFjDg@BB-5 zDvW~`bLvpt8DuP5%wk`}PMLAQVn(4!9bjDFVj3GDbk=8F&tgi=*PZnk*R_~*Cv<0B z#&s+v)MvW04&z*lapwxZGnY_R*0va1#qX@mhGv!vZK6rPvliQ$)*>mtvnJadYgpCZ znFGTGU&Gqch0Yove7je-bg=HMPVaOpt5w#bVJB*{A8Z zS%q=7#iGJJG@Ef{i^g43cUEScWl=})7oWwrl0`p)zxYawD_SgI4}{K&j4N0~si*F& zz_`4{yz`#!EYG-{#hmlB?kvZ+tVLS?+F6!RRhF@s+1T$a!?v`w^jyEQG}}yTsq=Ja zCV${k){<^jca~yY(qck=tUF6GE@3h5yzFMGqSFnSh? z3Js^nn73$Ld}f|8XHiGC)}0(<)}kLdNO!V~8H)vVzwRJr($AT;=sD7W1e? z?jU6nCN1WiFLehYlQ3a1tJ1oIj7b=`n4xQHv?Hg6<$-5=Ja0 z-M4iI`I6AJm{8NYgLp}(EXJKT{0`D3-D-|S`f?*%!Uq3iEgJKukSxjmZ7mY@r;sbj z{$c`|AEw8q5GD!#Zn3Bq=qZFr!oOKG?kai;VUqB#7U^xG zG4xarC*8r0MNh4yr#MdzPFcjV89l{$a`0P=Ic4+|=gGluEM~E>!W8Gp!M4SW^P-;O zJUKXNF^!U$DbACFUt7dBwt9;5U4t`w04nRR$zLh`4Idbq%*80!UQ$db&2mffT&v{f&1wqms{DZ}!is`8!NxFj{ zSv2ZQJrzVrckn}t8m-(EWl3Dv4=iGfF+D|T68L+I1$;lII8P4#&Z4KD)l-}&2j91t zM|zv$JURHD#hg1pbe~#E*#Y8s8|sDk=f~6ZiBGGpA{pj=93*gphEqVs_|JyNIiO!1pksl(TN8X4$85zTBfD0qX zMD~bm5?L+M7g6q{`##41KSwpdMooIc+vm)1YnH& z;UbC>`6*Pvc~*~cKU_pjA|sZ%=rQhxizrEC%&Q?i#{F;+C5enVwS^uF`eC<-l0?R= zI#rJa9kE+PNg`uL<@8w46T3x}Br>MavX60BTtrPGW6F8d9}Bu-RYXxDV{#vVEa-_< z5haOiiP`=bcf>^$B(lYG{up<}MU*45#bW*#cf>^$BeF%~{up<}MU*14MV9l&s3TUY zh(bg*cc?H%J#h*pLDse{j8RXVR7KPv^2>Jd$AW%X6;Xf~B(b@rAF}nI z?T-b$uqvYXkgX4YEbfGhC_Q8=IyF7Uop2GAhm6L#M~`tQTtwj^qed?}#+`5xb%%_; zbDbXJPPmA&Lq^&-Y>YeMBB~A<@qAy8aVK0v(II1Aov+8Z6E33YkTIto(_`ET7g2P` zm{k|*G46zmC^}@!r~~vEcfv&!9WtiT36F6nTtw9&W6F8g9}7BRRYch#WAYq-Ea-z( z5k-e=iB0@5?t+UbIb@43<&SX}Y*28>7K{5$?t%@<4cVe;zsX&&L9roQWHrA@U9eIH zrG{+o`h_O-!I*YLp&{Gmev|s(q-#)R$b`{zllx$U8pEJq7LRf-*G=w&alB=S{n$3D z$$hXvg(1JP&$&-GxeqodFk~#M6?K#QV1xQXMx##GP40sY$_p8_dP6t455}^{5Pf%L z-Q+&lptz7QCilSxwS|lxHlk^AA8b%t$e2esYjPiKP+Q1|2e`V)eXv1oA!8Qt zyvcpAL2V&p2HQq8xeqp|Eo4kPcj_kh!3M>Jj4AA*)8szbpt_JTsb17g?t=}A3mFqC z?>D&*HmEIRj341Qxeqp|EM$un{3iFo26csO(S+aRKG>kDkS&7yg8E=wZ`2gBxu(#h zP8io46@_dd>V%WZpq!9tKsSRv*fppn+hALURWguJ*63`Gw~8AYAQNg#6}q{LWtu zatfPU8uXjnvb}7re@DN$4cklB`sVx1t=V3*R@_@Rw<2@R3)YOa(-(77#-}ajoU3(n6UL`3W}Vyp z=EnSyPg=~J>o+%Id%{|J3*Fq1-~70>6qc7aH(>mQ#iV*zH|H@vW-*~WzggjreAHt6 zM87%6_FvXwGyG zvlu_aZw46>Rch8^eSR~Dkjji&qfR?WkjmU@EfVvaL4Z`|7HfER(xm)|%YC!8Y@tc% z5tsWWOH2Dr4v*$WR3r1{K3F${@aUQwto0*yHG}l%nx9xiEwgS0@zFKcTP&)%x*6n0 z*IZ}ODEw)I0O^`*EoygJ-7NB7@fwT1>*^+DNZf!U77Nbjx*4QM*VHX~&H}&5G16RZ zF@K(J1~Jk#S6R#9Sx}R6q`A^!)*17gL5@`B#}+eZ`OP3kDszRk^dY**DbieSErrbp zo17xeWfqf2d`(V~re-l{!Gjd3%&^7y;eIm+k;*Kx7DG!PWJqPI)}r_p2N6=4ORdp2 zJ4leqEVM@7YzmOL)R$O83r_J7m-=E$OY0`mBkGOJg7RAHhSz#4-9&sO{E=Y)!KR7) zhzUD$kzgN=7hjA7NqV7Z5tV3*ks(Ph5H(n5uox+l^n6i`GfEdDN0Oc=>f^-Y#fXxm z=ZY4vyTxLJNz!vfJvGZLMw%o&TQra2j>U+Rq-TlJa;C+|lcZ;gX0cLtF#;v&8KN2b zEs!WlPZv#N1;pahSx*y9q3mQaG9|tCRMDh!rCy9sNq@*wL=$uLVuVV>HJ;!Yw{PM{(sl}2KiYy1MnZY&vI|%p3IHquE|}PI|io! zZj_sy)7c-gpJiXq{sMddUzt4{bN@SJ2XGExCiAz<$C=kMk7a(ExhivR=7`MBI0|G!|=|18b~{7LNM*a@-u81=6a>yN4ESJAhlPh-yin&<`5qoTV;H^7+RL;e3J zk=G+nM4FM2a0h^mBC{jf{g?ZN`=IZ3jR- zj-DTX{27?Z2@6nT%j$9T{Dhdv2@xgGnFraPKc;`97o@e`Q;gy z$qCW-$ITyH?LQLs| zm>JaLhysL|(+M%Xj2=f6AjGUrh^Z~jIHCakOqkaRF^O|r$B_j{F|iYBLT#(Z5eDc3 zFtZbC{8T-TFhGczoe*RFdK_VZ5HmX=V#l9xgaJa#?1YFVWa9_}gqYb0(T(}z2m^He zF|!k5-XBL6pzDu`ozRxh6!SZw`tG0^M=l`61W%|1 zl`!Lo2Betb3Dt8RH{%Egq?qCfHIJgZaijxMO!9=9!>PmLhzF#Y<_VRmpU068NHNh9 zY6i~<#t{(ckAtb6P}9elaRdZwd_whc9`!f^11Tnb zLM^CM%y^I)+!>hl3Dv_E0pmevaA#oJC)7OZY{xk@lrZrVYEGSPTAUh6nEDAdtByA< zP7NhY{)C!A?QDxvLkZJAq0$-VElv$3%m9U&LIQ6EsX>)62^4B_OWg`WgDPPbD8$4X zx)o#wRl+P#i1Dm$1(89OFbfnSo{_bJ#E>ds7AVB1ZUuQkl`shuT4W{N3gUt)VG<}r zYzWz+w2)FIOag_tv)`hukW?ki0flz5X$48aElt7rDQU?WHmx8kxFyU1h1&02Wm-X2 za7&m33bhX_5Lzb%*Q$hBpiqm>xM`ipifN!wjdD!u1Xj!gg{pCwMeBH0Oaz7MW2=hR zajcjL3blasnyq75F%=Z5hr>5o$FO29DAYVQb!#2XirJu0bLs%oI*JwZL7`^V>85og zD`td3&7h#Rbp$KsghEX_-<#Iqte6%GHHA~BTZfUV5@v=%O&+gXhcaSnD8$4p-8zI3 zb3-A<`*rJJM$8R`7>nuFL5!Fi3K6wttpgb`Hxy!Irfwa;h`FHm^z{vi?RCV{X&hf%Vs-DHI~Mwr71sG>J_n zTidbzN;HAmp4PUcs`RpG`~cnBhVdoA*mAnHHRFqdQ8WcxF}@&(MA+Jr@p(Zv?YFi7 z;x725;F5l8a~SS|=fu|5ts#E%voLfmU~>($0kQDO0Upgh!&iWOe@H*Zs{>m z53AH#9AHb2isq?_;s9IvFVP&j{uT$=(j%f-y4)OKOAm|Ud{EsA0<0=MB$__Qv^c+( zelD0o{%di5Ej=ijRQSO-zm^^lO{m>;i}Pz~Tr_^ZZgGAswFEILXmNfm-7knyL5uTi z={`a1{MO?9TDn&dsjx-)75BhBfk_x0!pyB3$77N`Yp<@xC=(a zmZ$OmZE6?C`@(zOd(^uPr~jSo&G$C-R`qoLhx})l{eLund;YTgY5D!~o99>0o7_Kh zf6o0n_w(G%xl3}#VdTF-ZpBfqEinCqW` z9sj>bzMgzEd0TQgc}lR}e@%?{oy1=fZzLYae*ae_PEYKg*dnn;qKF#*Pq5qH!|~Dh zqWH=2eNf@QM!X+0{9nX=8~a7<&e-MH>wmx4=CRdd2G#w4j{X{_``sM9BzjzQ_vnTg z=jU;@-^Y<(M;?mY8mVHR|GhD@KRe>Ne|P`jzT~#tpSTxcjK4EBWLeftsBhGJ>N$0< zx=vlFj=~=>{13-0qD`P<79Z>#vlye3chM*iKhWbSo#~5Kfq1;f5jp`F?E-PD$HBR+ zXc_1f&ii}p;S^3Z4Ri|UeLYnK+O@dgQnU_q`s6)5?spc#(L#{l z-E%&L6RiaKT|Ff_$v!MjZl2Q$gPBxps4KG#2EGdye(5a5NX>KkIox9S28) zLH^U8d(PkBXfnv}?0Me#I~b3h_vf`_9Jiu8G~DdXJ0238y~$)jcepS!4 z`X}6Dzq04P`Uak7|8dXxyx$!A6+QQyH}U!``{g~)I}gJ%?3eXC=ez+=v)6i_b-sY7 z*oS+baqfmE*%$R3%jn?=_G-^lYDsvU{nDN%T{^)w#=fxU2}S2{N6FRDB|VQH4~{Tj z+~e2`u*x(EcjgJb9!7n7km!$**!KVfX`+=tH&CR#=^6R z-Jvsk?9)->3(sUfqvr*6HT(?r(|eBdN8qQkpVsrd8i1e1ernHi>Tvj}?5FfRt8n1+ z!c*8!?s-PdhM&xSQqR*Ua$2zPB=!?~o^lrA*FBM34V}>QMnM}cv>9NFW8p+`b-yByKe z6Y&v8@JAd@8Vo+xDV>Gi{cvJ;=&&C5JGa0OV?VU#sIP<{%6>@Ci_Wj$hp->qa})e+ z4`x58=UNr;`h(aH?76Sjhabp(K+g;6R`>zz`}f>aPs8_T->>I+g~nmwe(d}9Jg0En z^TK`E_vv|7y#U{beSXg~ss^9WzIV^l%7^dGzE{sv*zIY-!oA4V(4IX{o(0~Md5<0^ z)&}pvynB!1bQkQ-yjzcBI97h)Zp^#(n2r=*xGVE6J;pAg3l{FeymOD;Epd1348}dP zQ;!dV?gYg>vtv&W#4ouceS|x-18Fc=!NQ6vdJ8uy5UStzLp}&AwI7efLE8R_t5$ybv@5Te5G_b1%5bwqW19=Xtd{ zK4)|Gp`Pa`wJaQB->m1^;3n9Nebb(2sOMX_Df=cpPtytY3pZikxaTQ_6XzFh%)U|2 zlkWNOjo3Hrc>)^@E?BrBxf9@zZ8Om0C7}aQ+&1g?6tQLD`uq{=k%l$g$R`WeBX)<@?J?%Q;6ZeEht}yi#<}ny zySqbkdmfxbzc2{z?$FvjH)?;pK1lEG&{{o5p&*>%JO14@dyZN`I0bn4oSqjHGUUP_ z!n;Fj^xVTl#e#)lhF`tsd8Y#pGyG~j&nXWcX82Wmo~0bJFwF3)^gQD{2@f;;?4GBc zCOpjWEB8F5wuFZnepb(uF1>yh|6VKgJfRlgvIH4k4XxPo_^IF^!mFVbdK{x15hQpu zw0w^#11}5$yc$}r$2fgq!NMTFtD$9k>?U!4P<+Q-vrLamPzvw3YnJZma`=cKx~rj? zq~TV3JA=dIzEqF<&&4kpBzJdc$sYGPufT)o?hY-{^I+h#Fv#xi(2SlNHGcZW>R@z9j(|1ahF|L47N z?-p;7cdB=wx1BfOt$-Z>|AA)!zs*09Z{h^N3-ib3_sS3D*UHb#Cv(%eKjmJ{J(l}v z?yB6mxg&GCp$1^pTwhLQzs|m!eJ*=n_J-`j?8({vv)iHyU|@XyTWnKv^}W$wyc zoB2`Z_{`p!q0F4jj9?$Y_tVd(Tj`sF9RLna@0hNnR}R(ye3g1PI0^7Z>;!m9>VVX? zs03I(l}&z^`~*)1p1@gv*CrPvPfYHc+$ya;; zbg5`8@=fG-kryH@oCkPGT685quHxd^okrdf^Q>H@}7+!MBibwqWj9J%Xj&NDQSV52A8%MZ|AWHm4@P)&MKB=VzBYFg1H+tbrF>LWSf-f5$U!|53 z%=shurs45bYDuvfdIaAxdh-&nu(oJGkKijtI76_1KQn^w7yUjZ!9HiyjNscv+Amsk z7Ml@#w@CX$jhbmj@XaDEifU|pK7#KRsS)+n^JWAiV^S?zz~;px7#NfKqMq|(GlF3; zX+e}WcN@W=nA8)^IhUIe42eneqFJY^M=&6!UpOb4Ia-fkG)$NkOdo7UFchZuX9QEu z&&&u0!lY?YoF`~TFbpP5i6)$JJ(A*&O^U`h(j!U6gkTKUD?yk_#Ra2!B+f64iQ%s? z5(DC5M+Kw)NEC*P9T6+(kqE!pg@yZfEvH9ZMkUx^(Ibk{5$roik2nD)|07u3-_$Q6 zbd&!UG|nZaej)3>M78s+sb9eQgQ$;vD(dI6{!0;X`q`|17tK1Knfh6*e-q8%8Fc+j*1w9TQGQrIgH$D_MN_-#`ss{a!DLz2 zF|egqb_5e?UB{@Fa7r*9)pZPM3BMJL0WqE>{6-LSmvszg3EP5^g05pEOE@X$uH@G- zj>Yv)el0l5uVWC4>!18eY<<6u5iH8AlV7g47FD;Pf}!HqF?=Qai?#l}{rWL%Us&tg z-mf3c_PMp<0lIz^nVbB~n!y>s^&=TSwWu-STR(#F6N|o5x_&t0pDh+poLoPQ@negg z^DA9Hl<`j%^Ef`RehA|qE#{n$bp2q)KUmB)BP`|!E+wZL<2mJbeY`?RX==1CQvb}E&OSkI#u)SvuOSkIt+1|B=joRvav%O<2 zlK1O-vAu20^$YbqVYt$7St}Omdw_7E-?X%>U&pAEev3EOTPv(oS<$a!$Vv8FYyIo` zb&NO3UbohV-wcCIvI%R&P5e4Wnq;q8Gq{&9&Ln%)n%-E~G0LR-;WyTN=UTsxAtt@> z*A@#K`gII1$zHMME#cQOv?TkLwY=xow`F_TT5dJJz75+;*0Q_!^{v@nw3fkT+luW4 zYw2xueM>So`MkB1^O&x0!T3vy*p1JxZ_e+2&SK&ezdpqFtTpU`Qs0d28Edgrp}r|u zD*3dvXraCd(^Hmk$v5VAK55C#73v$oaCx7wh7a2igvPK!372gi z+hf-HclGNPwnwe?9k1(yWNz}mtQApHUoSI0Vv)`VuMaRjY*DKnb$xxthb-dABVAvQ z@#hu`sHv}GEJ***gBCsKHeJU+knjPEc@*#0F$yFcx0rJl={kmhge{9%=SIJd@gLnH z_glo8jylGEWcOK1AEfIT_tBg0wU%=3)^!Z}2=B3oE?UA z_@;gx36pHhS}b0uBVf{XZd!}_b;L`0*HBGB>R~)EZwOiT+)U9sWn`CL`%BR zcUmg?bp%U#=N;>XYxPR2_;tievfHio@8Q=GD#>oM)_0_?BU93E*05G|eyr=rl!T)e zQD30z$drV)TGVPwT}P-Syv3rAO_Aydm4r82EI4=hb)-uA$8WOeo#EG!D#>oNmOss} zBUF;zU@dpDt|L>@2mZtw!kAx2q@)*KZ!vR#Uq_%MyUtn~KO*8Jz4=;eNMgEd{W_8)+11u!xGu<%bd|5NhO3MaNiVz763YAQh>&DI zwuWW$btFi-%2$XL>d23Dl`pr1Mh@YT-g()2;R?Odl71c0k*sE|e@(xR;7B%Xt#2Q{ zj@(GL$XanfT}N!B-?nPa&^Hgck?>NBT4i({xsh<8MPK>4j^IdmiN%6*v0q1Wq<`mP zi{2J~9l?=ofwlY&ejT}y>_^se_@g2=l3ipiyRv^ZQX|=g)-uMw8kv#o0&D4+{?$l~ zWanE;t*Ng@UZfxJJZnibB3C0W5}s=@fjjAHq(yr7ITqvimys38&bEdg`D!FZva_s3 zUH@w2M6xrj;Tm6!lt^}lH8)1%{|D4@y#N2x-re4{-i6-L-frH8-pXD9qyJCC{r_q7 ze@uRl{3iL;u>Rl4eU*DB_iXOo+)r`~Pz6A{|E-?u|8Hae8?%>U?7v@j>+Cw&rEvma zH}g^E<;;VbTW|v4$(emKTi^tMB~c6TZTj~(0pP)4_5bPVga4Pk|K_D;r3%S^CO=F5 z7UTYAawK^{@@TC6-#EEyvY7Z!;>*NaiKh~GC9X|elsGoAXJWI&oWv4|DAoY{F8)Hi z6~FQS81;XPo&TPXwJ_?xGbH+^k>2H9_``{#9@(zec$|siMLUyBxw)HO=(z^??ovaTVz6MiX}-&5C+-3k99nA=^~5Z(#D5X_#Y zYe?^ep9^L-&^5$&!p{WLb9D{zo$yn^)Tz351mh=y$!&EF@tt1zXTijZx`y~p__1I- zqicxogntr@#dQtwo$!x>*q*wE_)ho-K{w*p5Z~z%e}H!OYIOhBQw&A(*b18sa?t_^%13=*LH(Cw)~k>HMH;i1hRUzY$Fwt!s$%gufQV zL#!GyJ>e^Y7}(Yj>Ir`(NEaEYp73Qs97j+?tf!0ol3>EGA=cAHeo+kf5@J2Q`2|>b zCI!C7TQWW`*uRmkA=lF@e<|3vpROU-6Fw(cJi*iu?CDp3R?y(FQVr3b^chi&lEoUr zJ?Yb;K8Bq&KYP0;gf>iHoAt0PxypjekWZ+$R~VUFt@j^A?6eQLNL3z zt|8|WJ|>vKO@g3L_^4odT`XoKbff_xSl5vC=~EvP zjIX3?$ohmo7mOu!4OyS?LBWXY*O2w`^eXy*APiBTF7mh-EHAH>FdjyNe=o+Fv;oXAfOjASDr$5qNg4pEI z)DZSb$3%VSd0j)?rw?d~7WUFL1b)KBf*!615iYl#1ZBZ64uRzv(JtP5rj&^6?L z!m9-{`|2770EAZwrgzmf3;_tQ6iiig4PyYp9}6bYtYZ*Bc!glX=o*FrgqI7(@ioFg zfbcTG7&TB#|WAY^l%tL zj~3MP^>7$Mj}r7R(!*g0JyNi6wiymWs2e>((8D<^!$Aslqlb&;aggC~5JTPQVWK(b zW<4C{&_hMDXX)WEhaMuBIZqFVIrLz`^s#z4%%KMf(j}%GimQ2`U~-NgrXUJDKrqp- zhr=YgzhFGBhr=YgpCFFy7!H%@zJgI;m_+vx#PL1DVG^A$NEe=xC@%cog3J2DltXdh z_Y%W34pZo!u<()aj(Rvup?e7SAE$@I6uP@$-!^(UOrg687SA`sK?-%Fy9yc{1U4MR zP&c}ZsCNEnhJzgHMt2tVajwE}7({mxEnvONa2P~)6!n~Y&2SJz-RKUYdFN>}93)XU zy1i%)3+jf0DC$PH6V2i|?{Jt!w-wEtqKCsQx{YA^ATvx^6m7xQf;h6n3{x6~ZY7#j z1seZ9s;=bu{};Rmy;1LS?=0^yZ)b0wHw!xe{wx2N{M-3w^Y`U%%rDHJgjE1r=hw|I zo6qFF%YBMH0G`g>gJ%GjNR?A7q;kpclb_;Az>~?llGgV#O8^$5=&w~fN$d;U?0GTf_(tbjUO4`9XkT79xufsv3BfzoCEMc?ABN< zc1G-w*p4_8uy+o?)2ITtF?wnAl;{D`ZG-0lS*#Y|T>-`-*G7I6IWDqSWGJ#`WXVVz zCjorqzT!UY-tJz3od6GYcfgu~72KTqPW@TErXEv2#UK3t`kz@8gaS8$P!P^=`gka~ zh*LoXsUXzCE_xBCf(TMUh~7GS5vPI(QbCCMwe=!S1relz5OW*rMVtyENChEgx73R` z6-1B2302o1yRMU)FtDuP@PV!~fU zxge<`$OWMl{6&ZbcnTIlEC~CMS^grV0y3lmHaxFfgit_+P{7u=yT1sTfDD;{t+G*t|{s zDzX3>vH)9to?k^0AVU&h%Wdgbkpsw(1K6?~`BkI`bj0Q#X30oanxOMVp*fL@3Qz?eA9uOb1EApx+(SNE$(0Axr2Y_Wu2MF1c} z0ARydtBU@g4E;Zw8!1%L|Ks6v1pPl-qEJQmkB83@bpK4gUq$Cn??mSx_6u3RioTx= zeLq|O(tZ_PKN-4yHcS;((esm`=VvPp`c-uNWa#+W%n`bZexLpX==a&QbAzs;-zP-B z&*(ejeii*by&L^LV_|o{ie8@#y*`__u3tr;Pli69EsqO~9-j<7K3i@bzlsi@3>`jO zb~C?<{+F z9PU@q*^{BOXN%AFtLW>=(ATrYaOKd|lcB3;i{i?mr^k##1U)@l#IK^CrI_Dmr<3Cp!6X&H5646@5Gz`gpefS$-8=JQ=!pw!WSG zDtdS_^zdv&d^6F%(_aAnJDb5)TUB)Lgy`NGwbRm7^zMY{-5Gu7J->?1ojwwsJ7eKg zzlyG%3|%{$hbw}PoeUj2TYf{oif)|@-8x$iR~?-?89H^g?2unYpH7B8oh`GLUqzQr zhAy2gUG}T!(8)+U~ZooFrTHjKBbsk&AT5(CgT45WsX8Qccm=lQtrgM3Ezh=`HM56bU5;&8YZ?vjvTVy(^KsFaVO!c-VQas-G}}yT z9=@tG*_N`F$JcEswk56Qw(+Y=vMpgPyPjWNf^CL1`ufgbD_Kjg;8#m*{nk=NzuM2% zXDx|uU>{r2S|aLKkqGJjG1lTR1VS=xEtc}D$b)3QHEfbzMI0n6Sc_!*D$*dCXAQMF zRfIvhx_N85P(>7^tDCcgtBW8=@64{VRyb#|tY1YAB+FPsnyMlN{(tQKhnEyp{y+Zr zy`8E$*R7fv6i^hDX@^0w0VW`Vs3>9pK@n6;sF)A~25^NjPn%PZ5wkR=bzcFnXn&utx_$3`zu)KcAN+ovJ!j8(oatt!tNK;Xs=D=hk;RlXARZtDlG(~U zYz<^UGE13zgjkITNMFmSGJ!MX)yRN^5rt0RHD@(4AiX-QFoR%%3`iDImY(OVu4llY zveW_2>Usv`%949KtLqt%DND?DR@XCNKv^7RTxLLCQx+TRtnxD;<9{i$&lam>1mu4z zvjT5Bt7HV^{R*RVoK-Rc@~X1PAZL|~fcy_-;b>-+9|3LtyRu+rm7f4@{+lA6Sw#WR zX8c!0cp>FKi}7C+C7o3={_&s3s7|X}JF8CiKRo`Evc{~lN~S;lqcUWvRWkkYAC!5= zI;&**mqB+Lkf_@{g4vORbU#kbk5sjIHD+K%0N4Ea6|6aMe||M}_Z z>2c{H=|t*xtp6{io=V-Fx+--}YDsEtYUk9b`uhL(ldmTKk-Q~&aq`sUqU2u5Ny%oc z|L2Ks5`E|e@Iay`ab99+Vj;Q!Zl4&I$YA~dr|}Zj|KALc_ zi+vnhAA2HpN9?lLS+T{j*|D8st+4^Ip#6=#(SFWeXJ3c)|Hs=0qA$Q$doy$b{K~p}o-|VCzsO_y^AUUk^SK zyd`*%zXo7taL3?Q!3?kRPq7BzF}{Xh!cX-je(rI4po`7TWbTFYpp|FCcQ+f$1?6ZlxEV4wYnJe zx(?Nu^dhZ-4|La|K9gRk)!|dzb*Rv!7ii6}VeUHAXwvhwrqT9m9jY|xd0JC}r`&a@ z)1+NmlYvLvbtu%NtFesN1**(X?D+%qgI5<03@U>Do3G1=MYN@oBL7_j9USK;@?2{Zx&Om`qzh z@g_Y*YeV2!w}ARhx=gEwk1>46h%$Itg zR)?M877mnpfYuEA$SoWob)MEVW&;=INu8@T#b&#Oxl;Gnnq&vLh5e<@(VAe_yM;MY zXKRhK%iO|jsrzY-VU}@WKdJj_wF4iC!oH-eX&U1BP8-cWuYGh281J zylFRB{U#+=G!%A|x~oU6CQc=)3*UFt4cJsc1UyGWg;m3prgrb(TuRj?!7 z!c?g{YjxPGZeeGsQ?zC>P}kI?0vVelhnytQ|RDVm@KtZYZC2_3Y}6rv?gdb z>X6#5HBP@-yVN$VG1l%D+N4g>Y6spBg-N8WX`)u^6j7KcaYv2OaiXxJ#2qx^PF7(D ziQ8+$B9OxN61UTcu3LreBu>y6#EvyV;&_d`(4NyN{|pY$+7q_C~TkqTW*d?}2S z*s4&l>qMbd;s}Kf`&|@9NNiDMa#Uk8uiH zO4~wNWCy3Pg|s2c!YQXPMB3)c@Dxj7b7`9?!=>rMX3_>LLx=mqU>LUbAZ4IIAZ+S^ ziZV`NpnT<~^>Lu1u`ar>skBX$HBNI1n@Ag=tYL4bFhE+9GH3W%q)H64YiQ=J0RDOpBY@+_x-Y)Y0^ zmN?ugAeoY-l;JU!0&*!?Qdw-WQ$Q*uODMCaiUKkz{f2R67UozK5J?GR3ZsDsodOam zz1miYh3^IAQ8G&zZDFKQvZylJ!pNdz5oJN1DIkf`)(k5PWeSL)v^7JD@NUSU^vYm; z*5~M^0Zsu4l#DCGjfMj9CmB=Lu(eY_`Xmb|^A?H%!YBT;#+ovEW@RnHC*fZTMc`|( z7U7fdPlXP?o@)_43Hudh0y$?b!YBTn#;U^fj?P+yPqIIhr8aTaB7Bnlt}GdM)*^e7 z{iZC@=&VKZB>PoaJm#!L?j-v~S!^e<7O9hdnV*%}fv3b;gigYr6k2S$vlf|?Uj3uO z=xk>#5+~UY$|AcvYmqm}zE_69LTiyW$-YyDK?Q4(HOanJhHvazBu%n!l<`PrEpjHd zapTv@!kM)Qnb^jSUnxpDYmqSNmH(}e_#EAY&ky;M>`P^MUS%!PCD|9s8cq{ykuB-Z z{al%ckxOflEeStU=(0`3T4YPYPZbJwvRI33N%)CEhYfYsB3shG^RdFrVrMO~CD}*H z(sP})$d+UuDoYJ;)*@PxeV{Bk*jbBYN%p?7#1uOJFR-O@{@>Gj{r^7cc60#rQZ?ND z?@c|4r~fZaEl(YW`G1pA&FBI6SMrPGo4EIX7yAF7nLHvn3ta%WN~ROPCq7ENmiR~F z=EQ}GlM@T@jXE&d4Z`(G4a7GD_O4d?xv#VySKdmF3&?~7d*J2$o@ zw!eSYzey~FUVwDZ|9(4fuf|#bJbPz*B)S1|>nrOm>uKw5-0@#w9c|6FCZqrVCRPY% z{e97YNAHVXA6*?i0UZH%iH?a5j#`l)Bkx9D!u|dmBNs$Yjx3Dq9@#E3G?EJc5&k5+ zKKyw2ws3d&wD6+v%kI*NfH$snwZVg==Iwf>Sed=E(SPgy}EMfw{?ZI5| z^xz__{og*gWiY{i;qT*4|3mx+ejY!OAINv%W6>Qj#(rk+vsc)|>?U>rKHUHFpSuzD z4?%DQo~w~-`N!C7vbzx#kQ9&B)YambxEoOdN%3?|U88K3*oYd405k&6*VHw#SZqWQ zB*X(Yb;Oy>MpQvUJYiEuw3y$BGDwI=Z0d*>^BYkI3Gs+c9eLE*h)Rf9GXjs;)NvDM zBT6A+%?LbUQ@3GaBT6B?7!TOUwd-S=c6B$R7SivICv582h(`%Fq8gIo8JoH`;7n#C z>LDqfvZ<@b2D@bxL{dCwQ&$%agv+Riq8U@ zu*Gf}Rgn~r+tf9UC%Mb0i==qormh%(?3Pg(N%6!@U6WW5R7Pzi#WOc`O^~8GlH#eG zy2f#qTSk2(#d9}xjbWux83mGbsa6{;b;_uaq$g>$_@QnYHInp1tx>jGlu;$=Lq9=l z$*sF$QiXvO25ZW#rW^l+^% zE=iP8F-Z^8D%f(jjFL&ZNUMWK1j{Iz^eY^yHFJb0qiPZ!qA`8ED5Go=9;`8Sq9~(o z5-!x3JlZWUB;+F&XiNlFit+;aqX%h?A12BNNt~}Sw#Y5dm#;riqm9dWQvxWC45N|g7PI7cJ0P=Lu(5ALT8i*U>P z0kQS>HRzQ0g<8-b><4jowgE zo+)upjV^FciF;@i!$o-yi8C}h14Vg;#N9P!hKcg-5_i*>-ddD*lenwK)ObKC+VqjZ&s>Gc&+A~FYXNglZT4P0dio~5XMhA%U zP7)_;#883qWQm;`@qkjfQ(}ikoY0m#B(`hBg!pp1#5Rq5d#Bt6#8#iAaaX5235Kmc zQQOI)JW;-QN0@(MYfRGtqP(NT9W*vB5#=2uZm$u~`IfhrxSd81+j2XJ6EwOL-0}oM zK4QE^!ESQP@@T1}v?lra zZh4ecy4NY+A;DL;qwZ`CJQQlhORvP&%r@R#q+kcqG z{Y7~g%;F=4YC~7-@=$s;AF(CSzpRDUe2=^3Ev0UuwGn+v%3DYsqP2l-?v{s0-CV23 z_H)adOWjPXi$Ox=&7=<2DtO*450*Mes}mgSmIp~4s5QfPcFO~$ZmKoSu6E0tO5H?j zie2EAH<3C(YZA@O%LAk~X-!b3Xp-8fHI7kUCepdI?fC!qFNzL6jYd8I9phL^&fdt&xuXX^AO~!I&tgBqlZT2B%D675hO# z<0ej-qAKb@TwAAGt_Rf^8n*bCrm!32+;WWGl8>;pHeygf*-xr`gr&8C#oe+WRr!dh zRu5MT%YIhnBO+Q|bdE3kVU>>vYZXDuEmK;>zZTN!aO^UaSD`_z8TL1~>?c+}f@@8) zh+D2lR;D#Yo2wpK16q@TZ``tstSvRI2~4lrAR}wbUs~gVPuvYMvbOxGHHKRy8)Rf{ z>DOwrR(FGptSwco7QfBiAR}wbA6ldADzU+jtgPjCt%!gd{KU#ye$yDR}eo20yFvmT$DW?09#BA69wG z*IEVp-Q7TGmGPFZv^wl_cLU{B=zq1MBbV496Kl(tTGNM!4KlH|e4#NlR&4MSD{J{& zW3p3h@B=Gr`AlPCiP+%hRo3#U#`r1j1{qgdKG7J%(?Ad&Q|5|pueE$Eb z^j+yI(<{@*r01k}O1Gv5q>u43-|tqC!It!@k!zhto*+tl#deO3#9e=Ge`UXgSpaw2SJ*4;W9&KhPIfEK|AW@o z)&}bt>mHo{pKTq5XaC!*;g%DvMnA!N|3{;@MlX(@8a*_+XLN_?uxL8+N92>p8<9sN zw?;0GoDw-0XaD0Pn@3{dpTh5kUkX1IzA=13cv<+6`da@~==adaIQxGrv?g>(=v18j z&j?MZKl%S|@WtQ*mjzk#eNJl{V|IG|1k1C}YE1<;y1jmc<=KB}O`^c{`WcpIpV69NO>VCr zVtMvyt#M54==D=9&;CHR8f!ub*Y@>?0b3qE|-Q>_4<|&*`NoYqRXb z8V5POlw`3F{9W4?qSw!{Ec+0w-V}SX==EbP%RZ>F@i@0vrr7KQ8XE#vy1g>RX7AVP zVR>M$OtIPfw7TpRw^ydv>^iN2{nzc4DK=Zs>abhgUYTOEYqe&O!g^(j&EBgu&2Dph zWs1$-qcz2DaC`j}%d>ZDO=8?uuODN1_Aadn+yw0Pb1cu^sWr}~xV?Uo<=H#5#sYtc zUKwSxw`;}v=Uy3Qv$tuq=89g5ve?#ZG)9MuUdpn-TQx?6==HNK%if|9CsMtBlx5kQ zHDXCfub*UD_9l&ZxUts{vMhU}Mn2T(r5uYr;0BFzonA_@*aLdB?In8s49l{480D(b zW15Z2%B^!fpoWv|uf;Zv6RHG7RlH?Yd>mH9P$wN~_h z5WRkWW!bB=Iw!fkGQMW7)R@71#a*__rmbKG7(!18Rj))<@X_WB8yXD`ueV_sXYA7Od+Vy#x-I?+oR z7TfwFt}rj8GsO}nq8sQt7qWT`00 z9Gg8+BN9}}&#^3ff<~N5mHZgXvd3%0sZ_~Nu`GL>Mn1$TQHVt)SfX)^Q=$lqN^q>U z1#U?O*z7T|`h~Q>)ow`!*zD0-8`0;##$+dG>IvPH-EyBvWkmFs&J^xhu&On_Z+ejiK8mnPRhtYE5DI zbV;Vz>>*l{xR_g#DK>ks)&wqwmi!dUvkSGx0~NRA$5@_Spp|BGl@`cNdyrO}cA0~u z&ev+;Do$y>)C09f*->ukK&c04jbPzH=>Sreou`%dgLx9?YQ#;I(p-uAYs6E}rTrz& z(TH=Y(i|Z6gV`E4b4s&e*bny8mKCM_6Z2-MsRsWY{TVB9Uul)9%@hi`OC6k_o^?4dQoPIpUwjOE!G zTGN3a-IAYUd3JZLG^?>x53;*yO|os>Qa#A-sx^Ug=Tbe$PS+X_Jnfe1L3S6dvA}h1 zsUBpfX|*xEy;KjfQ?*)H3sI^E*`2jUF&(s253*CVMgmugk{@JQb|a#!a0PMOf?xZQ8aFB|pHj>?BzI0^2;d z_FcO>j$oh~?R#8fl1o$xpF7yQS6!1hJAIV|jK9tsdKr z&i}iEt~~#LGJSixJAG>UV08Z5MuwJ5bmY6718x02r{E6IN+ z3(0HH`)@HO08UB{OC}OOC*DoGP@e#}II(wP$HY+F`TrSD{L`8L_3?A#$Hr&JJL1i8 zC-!^ngV;;4`(xL}R>qEs%|f^TEn>F)J?{EHYu{^MX`gK$W$$fIw1?q2|6j1u|3&M5 z>pJUi)-l$8==Zm^m5TlveLwnA^a0%QKR0?Tp75U>-6rZ{2H+==*CYSH^Zn;XPDF?Q zog&*r1n%~K7=8uk`#s^+;p5QXe=^qiH-!EQeI6>}Z2#8KMdVhZtlhCPfw>q1T;e%G*zu}obED#Y&?78owlg`|QZA5-2o>;%@pkyXem#xsGp z;7BXvea6#lA{>E*e4}xHYGM~M3whaiGVlt19M0J&0yph;`N4U zpjj7!4DlO=k?yAs#w4pQBpLeQ*NpNwei%^(<6@?~YS@J$%3xf~lvj*m zs!0rbe;^z&!hl7!4 zi2rR^oC!vtA%4!VvmBo`5)FOY&l=7IR>6^J$p2+LO~bRg5NpVvF`f$C1V^$Vf7*C5 za2FimhWww#69G)u>q5REf690q1Ls$EA>+`m`K0j}M*Vdm<`6$&*xn6{phNt)VGC1% zx{!2;A2S?Hf)RCyA2l4ou%Iqv9pXm}hcPUu3t@-&ABJftYZuZE@xz9LX)xjr@!t(| z+AENEXkU5A@E|Di4(%%s8pTl7F6140iwB@s0q&pSW8zR30uS;1hH1QJ7ZMNgeTEw* zff0F#*BSP90wePf7Yw@xgAsa&*BTa>!q}<}Tx@L%@hX#CIA_?h8f$BEG|L0>kIJ5P^tqHym#TBLxxPW;jNlA%YO` z8pAey-w=g}Z#8U<03!<#-(on5Ij3C+L&P^5j?k9hLh?<9Y2IDe5XmI{fv4N(a&FD+@YyrU7qyIjb{RXz+LH= z8BYg3fD7rD8c(q>+>xF$j!78sjP!2f3E$JwFENfA1^D@t^oxzh0=K}E(l0V@2QaXa zx)ssib)j)9@GU;JI60egf$`|^;F#p|4M)a;ZOP{u4pXhLBzGAOg}_nCs}0l8GHP8! z|KuveG=!D97ttPbu3-$oqy9y-$NbIcCU}dWe2a5P<&C8#+L5^Am4+MXTfro+Fx-Ga zv((Cnevh*adk45Hshbh;S%%${y_M9@h(5qG4T}IKSW-(P@-vKMTnhXQ>C2600tLMN za{2bB8&97KK3(!@hEqsN)ZmDInNtlXmw``}e2U=&2E|gFBl_uOhT}(omq|X^aBO${ zh9?vADN7CGNpJX4=_eVt0_*WMC&{-t(RdWmkJ=v5KYD`U2Vn9#bVO>?M6&t zq;5#`&PN$;q~Go+$wwM)@W4k(KEkkv0~vKiqBl9*usaldxa7kOix%)?8jc_zQu8F@{SEs&i66+> zlsSe&C>+#7iGF&vVXWa@Nqv-P-`USFDW!4jB>Nim@Bgo13j*mc(xvp{={4z#)63Ee z@bv%a^rq<`?*9J=&;HZu|1(lYq-LcirnX9@(fRL#Q$^{L1)Q@gw4U#dnBr8IR-6|2tUuzbD%} z#WjH6FzN5r=)=()qvv7O|2%a08xd`Y{1y2uvL1K+Z;4zOSsIxinT9EUn?}N6+3&v) zz9zgfyg0m1cq01y#X~=aDxqgX_k=DFEe{JDHTk2;4L zZp5tU6*3-m4mI3xl(%w)ACGwFmWI8+d2l};@y;!byEI9Ag&&Z3=Mdw9Z3p)g67SsH zxWkYqSNIW$cW!1p!w@P~_!)_J4mO@<&%h}pG2S`Ic#5Vjub`L&A80(uj)nU{iFa;l zJi+#d`$>s+Zelzh_#W;@CEhu}c#H-Eukf=H?`$$|`|mHqQfH%aix0=o%dphhU_6Rj zl`B{HVTpBm#v_M;{j9_~UBltQU_UCcPGOh^;;!(M66KJtK9e$vqO-!!NUSqST0d9a2kb{A)|oI&qfJ-Hgwz=~+(4)AEBu7SJ7dPZ zz<=R>MB<&cahD-kuJAJw@3f2yntQv#4@tZ;Y8)*H;C@Qtoe|?1b|Ku4NxU;`Jk2(T zQ%=Ip5i*{ls}(CKDZzurlPnJRvl8#*#uGGMd4(UAcqcO+54;BV(-Q9t7>@<+gZpub zchrpAY?@c|;}Y-q%do|-^=dLMb^K`<3%I!=#W2<4iLN*#X~ z#o+ClOiCTU8^!)olR>HDH=_uZHOfgg>-g1ZQq(9VS*+t1gM;0g%t#$S1J#Po-Q1cV zkyyu1MjKD?YBC^o{Ad(UD|iE!TDB;#*KUi5|BlZ~?j5;bt8rC0NF5%1V&*bS7tnxBh!N7=Aoo>%j85%1Vw*ujYGnxBh!$6JOoY^hiCa}n?O zk72C+_G%Q2uot{(IK}SuYWqs=HJoJs^lJM^E*Va+$GqC!l8c7p>FcQb-ZraI>oK+DfKm@(QVw?9#UU58cDmg8B$*{8pb}byVRGB(w?!K z)R&9~N4m9LrM_sC?<#83q1ZECFuK64?EY7-?tW;ns#_G&vye$;TB-Qm@Cko<_@ z7{Wtsd&&PWYzKbxYTHSE*sz7+0ksLltmE&7qkFow@lqc$8fkEAE%_)YFG z?9lOMxa8XnXV}?Z&5zr><2J)-go&CTw|U1J!zns~_;H(e+-f*U#b3tlj#~^T*p^;R zrtOZK4aWn0UQLGWj++d}0?&IjnYBA^G;Fg4UQI^rjvEYH`~|NjlXgds;V3)KtI43< zkvAL(oa5H~oXt9}Hyj@3*8G&sI<7Ms3cEEwW3!HHjpEd%<|k~{ag9-o!LCuh#{O}& z(FReYaE<-rDua{VS|fe@tm8_;`byX{y_%n^dB+t-8w1Exey-*nmm6+C@~io|ns;1g z7*7*>H9uGLj!O-@bd2?LHSfq77QD@?QLe`B(QVk_W4#&$Yw#t8Gih(|7*kQ z|Nqzd|2F9R7f5`Wcr)=-;?BgSiPIB@qU+!I#Ab|e_reato)x68xd=;|FS>B`TwK#E%t@>QhUBV&E6L4{xR{{deeFe z=l_>kXIO_@ds#c;{67)>Ir?t&1w8eCZS)-U`r9|!7Tp@F{(p;n5P3QBcRcfde&i&a z|L+nR9T^x2g})BJ75*nW{aqS9J$z_*MtD4?{aK+OLT`tj58W5K9^L(q3(XBp!76~p zP$2ka@Xg>;!8>sU;H==0!M%f%f?K1{-|txQ{|cV>@8PTYaeRM1nQy~gO#1r-ef|I8 zKkdH^ALjr1&*?|O!~&1@QS`z47XUVM`cW>iz@vRzZIj%7s+Nqkk3@4Qb=UbYuV0qS z_Ew{ff!n-(SuWd07;XqW?e)uY+1_H_CZF&1KfUDEZYYfMOo~Z#j<@2UiA9k{J^a0X zsbuZKsC$yvFDqrcV^jpX-G0APvi6K&=M1;sFO;l3Z8UR;+wa#&)}At&#?Sg?lC>v| zrp|Kv{VK`Y6GoFuML!iud=7DF{bp&S+wYf1)*d6QpLe9(e!oJpcH3yp5*IcPY;w(|Oe zlDXkDYxVlMWM(+UF7x`C+<>oKDX5jC)j_z>e-V2G8|{Gd)2cf|7keJ9`LGX zO71sov)#Pv8Ir4pt-xBhx}2D`{b4vd*{z-~^>?F@;coRbslOQw4|1!gO8wPn$aAZw zNd3iVaHd;bCiQ2dcsRRyGSud6KN&^q-Re@P#oB%}da_qNiQa&>{XnQrJMQqRCrbX_ zFuIU<)e|ItXSg9y^s2{8{?@R^n!W0AlD{$RvJqZ&iR7;h3-+Q{Jy!Bph8@1xs~#iy zzlJk>kykxh@|T9w$ZgfdlD{yV;@^1Hqa=TB7!RU()gvW;W;ns~UiApcpBj$yUA^kz zl0PvVWAAy@!z6!f*k;qc>LSS>8MXrdajSE8o$!paEp%!ne{13gvs~$k_z}xyr z)rkkb6Z0f*G~9?NR-G%kY`B39^Q!wx-eB0n_3!E&$!{5U*#@sVTk?Ml3x2Iv-B0qH zhMnMOuez_~Uc(ta&8zMsxnwxap7yGHOD-Bt;Vhs!OY(ZdNjA%??j`vR!wGhtSDh*O zb;EI-k5u=R{F>nyE_7A*ko>A)8>iFN8IoTyZ1H!!>h6+XHXLQQdDYz{zhpRq2gR$q z60^1!4Ts0L)#*}SFp48=br-468x3N=nI`q$MzQRoIu&ZOw&#ov6V;u8s2|T7+{LR- zq1W@ae-YMCJOW)_btlQs7;X%_;Z-L~e%f#Yt~gXXCI8c~#}4qS9g?3i?DEaLYP;ko z4U1sbtF}pg!mtxu=2a(2e%x?|{peLEN`B06nqhC+QSzgPQ#c2z?jZRQ!%1BGu5K^+ zABGdG!>ev5`C-HH0E*BA$$vK-!||^=Uh+eRZ8pcNj+6YLVJjH-s$(TTU^vRY^{Qhe z-)}gA;dxc0XxcySGaTN|ts+O0t}{yehfLCK1*2#VQ1z2EYg=m+x7?}}q_Kb8YjlvP zQjEs_agV_nZq*ObtnF^X`U85)y{gR6ZFd=Mq)$j@=(alzH_*o{Gj!V>hCTMESCtvM z?RLX1pX60#hHksfun5lcsxm{jtugEbpY^ITL$}>(IKw@!Dl>H3Er!!UR7r3wi^v67=A&Sq1$dS91ncuRs9Uj+jYH7M`_-6iD9%s^QwN9=4}@n7Qr38svo9# z+eL<*;N4!8(lpB3g@!YHFrEMZot-ZG|2>nwH+^;bZ|URH^V7Sg$EUYQC(-}^Zwi(;o>_TL_{?PEh@Df@T(WBU#J zar;g@5wOxe)}CumwMW~7?5OpF^{(Ij|0e4~YngShHN)D@+R{p5MZibs1n@-kuIQEM z|9@yI(?hoZdU7-^(_isAZ25c6xgFgp9489S3Ja`AL4V>-I{hJ&d z5gZT<@o#w_f1W>ps{`lpldwWyS3VBi0ORaeJ@>C0A9ejd(Ss6!C(BZIPS}<<2`&#r zjubs85QKMV3=a}LC=Z0UYs7O#Jtz)@w`mMUL=Q>>;TnxR>GYs5-~vSIR*g+g52^w# zK%{QbHr44tNkDtZ)Xfv>y@i_&7Cop3=u4TpNg1xXi5^q~!W$Jf1nv<%s0D;KDD(n< zi5^q}!XAY#n46*>(65NZJ7bqX_q7o8qd0QxnrRhT}~>A}~Z z>>6dMWugaPetPlM%941TuLs|K!mAV}0v9KP-+OxT z<;v{9ouUWdd&0{UTI@d2gRec|r3#~LN2dp0dV0&8!U+BueB;Twm4!X02VZxxOO%Bo zP7l88WEU$#qthOI(aA1ShDN77_?Dy5Y3f2{nM@DPn9=Aob%CO7ogSPn(<{%PP@l8b zv{dxiWIT1Avc>@Z4ohN}!iK=hq9-bGwL*^#5Iqrzs}$nSzvu}|JXfJ$uZW(I#J?$Y z*dL-NDDfPHnZOsKhf7?kFpUSNdzi!(3R4&c)Dw_+wnEz0`LiXSr7(d9`SNE;JX2vj zu-eI=Nyt)XD2&Y$`7`7XE>~vbPtPxxc)CK1eIW9uOFT_slpXBkPm^zXs=~-pCx5E6 zQ%$)7B3sWKkT(}F`Zu`@mPf}yHn(km3WLo!H0|d zF%pkf=sP(@nD5fwx^Rn zSia>#g^{zI{6c99l!b>l`32GrQWgq3`Gcg*SB7tPe!jE=mGN*Ue;^DS`v7I3O#T26 zHugM4o|B&^UpaSznx;2N&yhG=p~vkDV!G`m^kcaXTf!W3I6 z^4m+?P9Yk_i2QaECn!v?nIb`~J2{gOY28O8Z+rHxb;N;vtE(pr@Tw{`NZ(ncub zotgXy7`AnbvW1yE&NOLTZ=>i0k;iE!ZP)AsYCVap*c7-*mhP8g$cGsGC^#tiD;}bJ^N|4ytuCjwNdCHI2*h0~Kk*}vmXM+D!J8kTHMBY!2 zJe5({Na)8$o=Pih2>dGYetzVsltPbfCGviNp3!_FoEHf`Ff5F zD@3mck+0{-kir)`FGN{lFd@Azw9LW`0>=%)*=SZe7%J4n*b0kXz6h;<1c|S(7 zWKCIkkaNACB3be;We8~3`yrAg|5S!Le!a|)$$n)#k-45Sq|K65WsRBZDM4B+`G=yN zo$LMl$dbR~qO|;OA1|)=<0DW0rmPVu_j*4+^5m}y8}KP!?*~Yp{6(S1W{K zD|Fd%alIcQdGaTPf+uDFza^^w-<|2p(r2U(Pw$nUm>!;X(f|KT^#6M%buXs>tw=4# z3V?R>{};*ry9xdOzOgo1&spox3*cO9iM7AAlQqI>v;xsDqyLHi6KDOGN6(BN z5uFvCh?M{WPXc@qc{B3Q$lZ}EBP$|{Bl||$BhBas&>#L3-Txm8uL)lgJ{A4{W`rk% zhlCTM-$EaSUPt%;HKFd%>7m0yGebLshK7>CUxOb6UqMfR8-wQuPYTWt?h+gm92~Uy z&*=XD3i|)u%rC+d0SozVIN#rlTkHq+HhZ4k$F4*Fza{E?pZ?!1p%PNZj3K%QgUivL z1f`I4bFF^Q4b(!?&9pka=$23nNe64qu$68J)sS?M)->D9EukEe4%C`LE6oz>A?c=C zlPv0%P!UNt(V9RV_=v;-ZL}N%)6Gbmc3eY7+jgF_aQTlug3l zG@>hC5oMF`SB+?IUPRf%F3|jo#uJ<(swQ@U=AX44?G{lq=@0q|rfw=f>K2zu{ZVUU zpw}&)B=rZa)OV$LqSWuTdT8HPJVEMrT3vRtTRdLsw^{`sX%xRXbV?dEcFYm34WnlJWA^4T5%)UEgmWL zGp#Z9xLZ6z>Ze+1zDee+HTk#Ny zA7~75Q9M}U`x=9risC|v?`h=QIK>4(>;>;?oaz)0f?+RsN82J%oG)MeHVj8ky0(9o zTRf1EH&--L^PS=WQv0;hWQ*cFsT;N8i5a&zS87?S%bMNd{!%w+6&Pt*oFnxutq$XE zakkX|Xw6^>MR7k;*8HZ{H1_0u<&XAiOraxtaUZEAtw|gsihD~fYE7`M-Qp~%>$S!M zZ@9(1q`sjw7I?@l&XoGPR-0|_7Wb6;npTUCaf^FMeN}6eHHzX4Qr7&6*2tlvxVyxc zHHL?X;%*XO(uku$aaV~iYD5R7;&h2GXvBPr;x0h!1kY>S)G1DbVJG;vwjD%qs(kTt zu=@SsgWclJguMA#jg5i3+~O3e|I*rkR%peYq&}k+9hltWWT{VUblGMkwrf4^sDD^R|Nj%L~+)?VIS`+9_ zUED$HBUojuLDQ*kIUQp238k^ zi^HYfuGI;q+~U?!Z_}D#i`?Q?QrBorvw?1LnABUfVsWNh94hq|tw~HUC~hhBW~~V{ z>o3YA+kBJOIJ!|5Ws+^aQELoc>54MRHs7EX>($+&OtQ^ATB${6Q6|~uyw)f?UKIT# z%bKs(8aYiA{UFPluhSSFD2jfLWzE-W424C}kFl)z8jWakU-VNfYra||#`zX0#9}YF zO5;GMND&r$!Ij#Ei=rQ3S@RXJ`pw=sZqd)Ly!mpCjRAZQ{Q%3GFVot9et1Pc!Sd!y zwR-fK_z{*j=d`*E3Bu2?yt!Me;P1Lc3bEMdF45|6eB&s_LNC^uVaK{fKgjati?pUO zs-Wm6S>Al1))b~X7iE-fzCdd-@P%8HQMUPftqJ-oWRz__Pb+okEXpX`+@&>!#iKZ9Z3P6t@V9ew1a+f76PY7eznGvgUI%h6gxBKgin6 zD>Y(!`!SX^uh51o?L|Mu+RbNc~89C z*ZTpMH!s)N7+B@5_Y*8{K3!`=;5B!>A7Od(X<9v;wXOFvEN?zltIM8p*ZU!sH=m+a z@E6_nlwz^9muYqQx$b((vCxyXX4njOeLcx8)tU}`LFfMuvDN?c{{K1YCFuju0bpEu zNIH@FE%j0A_0*%OHL32@>HY-3iFgLU!4-hdlBML6$vZIt@a*I<$+^j?$&u^p}fB;&uuKZ?H|e>A=(-W^{aKQg{=yfZ!`J|G^7eHW{s z7r_0P0?-vZF*YAp0mjBQLqEWu?Dy=K?Z4YM*%#TT*@xM)>^3`VH{f}IudTB6tW~hC z#dUz=ta;W{Ym_z6ibTJUzKtgW9*o|ENdTus55tv!wrDf@0{-tS0Y^t>M4n1h_u*c$l_UYXQa}##a2;&sx9Hhy+vdQ$K6{S|jGORVeghbjVj4<4%Plzr|Yrt8ELXg20dK z-mPDbmv{KbG;QZp5ckQxP}VrbsUYl=eXguwOQ(XUPxhHIZ>&=}LfWUw+(SeKF&|e7 zTR%}I*iunJ$|w9-p~IgM6{LK^j}&Hbv!Q~NPxzt2G%gBOkn#yXP?!q*C@M(#gzqa% zvY4nKXL{t#- z3Hub{S#GC-luw`0MuoT!SV6`oD=Wh_#R?KW*#>2}4_HCICwog7M$=Z1?gulw^*_o$ zi1xUo*!rfTRHlMpk4uWJy^4l96{LE4v(k8ZgMUm@ho~Ua({Ef<))=^4R1oP2*DJ&s ztEeE+6TYF)Vq3gSHBa|&%XTvQO}37=JH@s*;2G*9?1g;Dl~s36P}KBF)axXq~`%hT`vv_dTB zs36Ic{ZkojY~*;dr<4UFP6a8R>`7%jlc^xX)7E}MnVqR1z|+=#T+!A}1?in$`Pg`Q zhks1d38I4RPQTux%IKzV1<{@G5ruTSpn~L1_z#61n<6R*?t~93borK|g4|B{cZGuA zDJqEVgbyinf=pD9+6f<2m|^FN3Q{}a0}3&4NmP*93GY{!!kwuKQaj;&3X?1&DoE{w z>lFH%8>yYJpfDczkEkHF6RuSl!+o&|ay#L@3T<|fs35l!-lNdsXNwAAJK^05qqsL& zL24(wOJO8%iBmynrw{&4h2bWrg2+yGhq4fND#NASt_=4JDv0a!bGIqO>YWP0I&JPX z%CNbS)M<0ystA=BF`Zs{%XoQ@e@xTiqJof4zuwKt@Qj0~AfprBq>v`aR}j$&Z&c_p zPgIc532#v7GJFmQ=!88A1?~38=Y)BM4y%a@;yK~<3Nw6&s34vbUZ*h4CyENF!mAY~a2u+Ecushg!Z^D@RFKaJuT&Ugdx#1GI^h)x(eurz zAfVGHcez6AM5lsyPIj5H=rE^(a87oqvWVkU5Y5SQ%ECCtBAAnPD+^_u3Sv3gCCY-R z_Xy==7c1lQGZjQ~+SV5-JI$#ej}NwZ>xGIi$*F=gPJhP*gGB`~oN%Q=v{eul7sW681c72HAgl8zU*&xw}C{DOsp%wVI(}yHZo8okZxbxeG98PwcvdA`0A5u8k zsmj8QP9HKj*(u6Gw$q0MPPR;0aEQ}~{7rVUGQNAJ59ymW_flm?JAF$**xV;6LICMI ziC)TEPaH4r^N(p_0nvAj-YVy1212@;Q2*nn|neaMmY^5YbGYzNVY97(uDq062V zeaMl7$0`&!(Dfll5+0+_;eQi-2$Fdj;04iFkCTfO+6;S3Jx(5~ z(Bg|lUp-D9qA${7l6HcIr>1Lf`tEq;>ds|U*66h^TMwa*WfymeQFnCs#6 z`H7OXPFIMvn0!=by+&y%cmnldD{K0i*f)~U+4lj);0iOs#UvH_Vs%97aJ zQxwf}`urrxT6aP%m$wlP5qGfBy-m6i^Z&k1 zl~d2A3g`gvx74wzIjNmet*HU2VDg*f#^kffwaKfo`v2(U?BwL+h~$7|DDiEgFY$ch z{zN{pI&pkrUSeuu6uJOL;@`*L#vFhL;yqXaa8mrB_^$DBm;jiF{Tlly_Im8m*qT^( z?6laSu{|*hU|1|||6zZkI{}_%FS2LaJKDo-&kk5$;oSc@>pm-Qby+7`2U)vW6R`F_ z75xKK0M|z!kKP`=EP7USadbBN0gj3eidvDMBJW3DjXV-r6UjxEM-Gq7icE?O$2x#N z!=HzH!%v0p4qp{MC%hzlKzMq1Tzw_L$D#G1Cqj4pKhFODgU*0!gVzRE1y2kv2=0!v z|6%A1(9b{PCH^G8i(koC@T2)0z7ucd19*^q8g^f)>HNWiSa6~@nSa{hsUS%)dZ8tt4s4p@tn z*?}8GP96uWLls(VACZ&C0qYQjQTk{6;{dY`Ru~!Sb#n4BU@cG<;+dR( z7_co2dY23Gf=*5z1uTqtm&Ea7@+e?o%Dc39CMS;q7Dl{Fia0rW6tFPg-9HM9Zra?* z`9}d}VY<7t#$is*KL{`j!`-Ddv^qKe7{Dydc9-VO6ghbaurS(Pnj6T8oIC_rnC&i6 z1nw0%c?hufRp>Awa`F&h?V~WmwiP*f2(b26m}bL7P96fRSqf8F7M7ET0BbLWw2U(+ z4*}Lph3L2^a`F&h?Wr)1>pD4k2(b207z=C=Ie7@MW+=3A`jzt!0nFN6q1Eo>{38If zc2gGJ!pZpu0A}r~ECQ4D-x`PT&!do8%u6ESl%;V+Jefa}y=f zKzAS0c$Ol!qeL3$?qdq4)VUob(m;0~lNckI+g>6KboVhq|Il_4X`s80@xb#UH$fr| zboUVhoSfWvLS~IqXwPwSQ?axL|~Z zPHr=4nAR>Ww!6p;CgT=nwM(< zTvBR6tAnhZOUSp4Yt5ic#3jZwrYDPBOrotZHACcViI&FX&LU??jA~5a*c+7?(HP%R z!4T$qqsA&qw6TsIez8q{iGrEe}M-+*h49w>5LBGVYbp@&HfXvA`$T)@X@ zO(PG;(S4Tu!9TU}u+x1e&}Pwojj%Id7K>K3;l<14i~oShCpViCqWg4- zziVt9Ai7VJ_?yOtfuj3ViN9*}Mu_fHB>tk&oi4hUN&H!(*iUpLI%2K$lJIMdu}-%e2@;z<`jti-1NyoVAxZzM6(6qKjSNZprPe44TsJ}_z3mrTBcnt& zQY7K$8j;Ytks@gmf2J`cx)CDj2S3$@oBrKMk%XUU!~&ph#7NriA8U*`-AIwN-9OS6 z7u^Vv^x_YZpZwu1qnn0`ZiGm}4>UGzC%Ta$3E$V)u#ek~7)gKRdm24_54sT~N#E7# z2A*=ektIpr(JHV2s~c&O^lhyUYjL{~C`l_?GxXshQ_`={r!_rCbR$#}Zq%5XExM5^ z3CkLjM~ZI5O2Q2q6N^PRawXwg8soD>H*zK6e>BD>y4}c?^gF$&(GJ|}b|YAlVhLLP z1GKOtsT;|Xw4^nP9zWfPmh`qot&uUJ8_|+*y+(ZLyAdr3-_VGgr`?E_gs*GF&C_l~ zOTyPQ;^t}h|JT@kN4rs+e*@ncmEBd}8R^=l+_eoDY-59MI>umAOgG(NOb26ZFs3)t zTOc3>Df9#gL?V;`frQk%D>?*1(^5hbNF$*`5(tEl@P40}&2w|!-}^h~}nysc4Bup!)wlaT3-4uT&qdez$rZ=Krs#9#Gw`x&d|o$W=b7yjFP> z_5XFK|5sEFsBBl+u(AgB0Q_6|4eSB%gYwPg%gQH}4=(Ri-l!aw3+Vp8UV5^0zp4N2 zE&#JiVX1(90DoJ2y7*x6mg42bQ;LTccPVaybpT6+zo+W}-i#RlrxXq?>}uxzSN(rt zCx93HpZT}@ZU1b4slT^B2fhEg_oer?H}FQV7GTFa$2$i50nWu7fH9tQ-*;biA926y zUW?TL?T&y`-67Y>zk@jdQT~qn*YoFM4#0lc6L4C7Y(A6wAoojj{_oA*kh>VW0v>>Q z|I>0~aw7X~_N8o`y)%1t_Pp%!>_V&vI6XTKdjfozc`fr8`u;a&F3GISEXr(`nT}ci zQobi&kq^u7%IoBXSQGF->sE^hyWPJKO?qS5f z=emWIPx@Wfz`0qskn>6JX072KrWT?;>0PW<`dUNUC%u!kf_ooZ$or&su$G;UZXxlL zeuuT>+@@N{{PgGE&RRTHwGjFVdyEBqStIllb{YLmR12Y>@Y{@DMYRz632$R`UDZP9 zC%lz0kI_TwC;S#8b}(%r_7mR1n89lz_Y>aCC>ucw!Jo$YCdPWuLhz??{w7>n&RWHdZ7oy*q`1K^eFqiiRoya$fOOle zW$Yu>GL?XIuVO7Zf6y&c3P|^BtVM+OmaPTc7Hi>b)iSk!aGQ+&k*Z}%0pVWB=*?3t zQwa$73Pu+ntStoGuQKKfs$~lS_i{!$qirGJUdBknZwmqUD~uUmwQM2aUdkxP1uZHB zF#MM=t{$|g4#4nV%(jMVnKD4Q7r}4^n&z;st6HWC5blMHLsM1D76I-BjE!AX%N7Cd z`HWb-vSo?@>7K`^olAAgQ~}aGmsMffP1BSC(mjV2Yc}epDFmc@Hfs$tYnxOF;8li8bTIdD2_aTnE0%YoAv3)|_Y zDF>u`Dx>f8bko!W(mjRMbKY0Yv>-T{)m^HZX+dxjV}879rUk)?j5%L5(}LgxM%*#m zObddQjQEysrUk+AjQEysQbB;>U%?2YdH}`YyU@ssQQk!Km?z-85x@bQiEH=L6j| zb%1ntXALm3p=k;M>F&l#B~z0s0Sxi3tkr#0lS%>LE{qi%A!#kJGh-Q_d|C_a#8_IW znrSVtBO{G_S_{l)EZ|+GwZIOHzVo1NrnSKKte(K>X=(xCZpZ4Ls+y)05bm~&d3>sA zB`}XMS5VEg5}3<~;;5O%(rp-VKYWv7DTaA#MmK0uD#b9*VZ$(|p>!*ly{0+_UpHwe zoy|D3gKC;kD%>p@8w+*QWK!vF!C1%lc+-SZ>2A)dk*k^}l}dLrR)v{GO%qF{yD4iR zX6dHMrPAGmwdQnnlY%L}$Tw!ieTS+^(G&x{5o-nKa+*zNF_xF9W|~dufVOY8bcSlC z*>nbDaX-~ev+0J6g;ly~vZ-`8V8k3r-Au#jbXHI7p_^$qoyJNRMw%v^3U__h{A|@U z*;Kew8F3l3X`-p`PGQWdrU|CPoy>;Y(V8Zg`tEv+7<@{l82okFbkL+wiou`6hQUuW z={hib5p~S4YNnZVZN?#di>H}%Eyl)ys+nfeiHvpp*qTf#-3g4^`HgOxP%7Q=tk?ub zH%%&)Zpa#lnr>1o#V8N6)|@L>pa@9Q!udiNIJ-)iAx_xy+)c@Ja z2k8Gl{6FUZ)9QaoxnI7kd=2{l$6^n_x#g*54}f<|FP9!F-Cer2bbe`hY2VV;rO72- z{CDx~;!DMcunXX|#S5_Z-~PpUxc7gk=oH>5B!#H(okF{?s<5Q6M_~(e|117y{vXWB ze?9*yf0ciaZ4e-aCFZEC8>{ORk$A6Gf7G6BUl45UH42>lKODg8mY-jQXj@zB{gA5>O)y8 zVutRSv?TQ*tYxv0?wPnG^}(zqv9Io#yd?EOtVOYv?wPO1$S zo{da;5vzBi>Y2zS^Z|^Rv)(hAN$C9<^J7)dh9U1EB7ci;UL(Xagpj#YVxGsiw)OKdp0%cJuzcFy-+WXEg_bO-*_?R*mbDJ(HTG-j!8}Wx8i#lhnJg2BNEbCO1jFGb`5l z(>)WMq~3|OiaE4Blbod9k+p*9)jboPq@K@OcD|u|HaqDZSWCzcJ)52M_N+y$8`HDd zNpHtmz@KZflhoTX`pyHoXTp=z^H@D`p6;3SB=uZY7njv~Ha_WXSo0Viicc8Ztr;;z zu}Ap{IENAScFzVVy%l4osCqU)>Di1}&a+1W3P-_~j1z+%Y4N;^yaYi zdi7blXTy`;jL{qfHazJ~SsTuyx@W_a-h{P|m5X{dJn4;DwV0=SCOk>K5vvk^&^?o$ zq@KkZh(z~He3F_j_SrwIM&BhSKS@1 ztR?3sx@QxVp2k{qZcsg&p!E8z1)L!!K}kK8(RW_dJrkj%p2F&hCw0$+D5)p2x?+av znG_}TdaU`ARgYp6#(P~xItVC70VgriL12TFUWYN0Q#~7`^xBNl4SE!$a1gA;xMt9! z9EF2mBHJ|8Gcii&2{8Oi<=1h#XH%3O&p3n``#qbYbjaFpKG8j!qVzCp9gV1-Nl{X- z$*RR^x@TgP)N8OREKAZeIZEo)Spzv+_e_wIdNtOXDCwR_Qc{m&tvXkzo{ds^ENkUl z-7`^2>M@L18Bq63mXdmiwM1VfCQM1)U@am=_iUQdb=Ja(x@Xdq)SA)9CBB}CQ&>)( z)f4zxHGv9q$5~x*py~y7WNWPXvsABUvC5cJs#mpGVZ^$=y^6&$Bifd|vc(c3O7LC@ zh-0A0SO|JW7>WmOW7&05W{26CM4Wvoip8s?k#q*cLMrC%gr)nTpRYI@Hxs=j0`qh{`& zYxUo(B|Nr!j@5s$Vl`0RJ=^LRtOb0*bXQsZC#&!LRCmv^`Z=p7zN5QmTKxyBi|ur} zXOIf@8Ebxp>Yi@#Q$~CfbWgMRcSd{@bWgST2_uez?kN^OX2dr^_hg_i)ZZ9OLH8t> zC)8ir)==FO?UVlkOE14JRNWISe#AI*w(hPZlC$T#GATHDHi$;YYq2?bxn>H>TTBQO4T(nR;afaD~nXu zq*$T;%vj!CbxnvB>Q9WNZB^G~SfSozEG}1F6Jdq=BV%D7-L(l;{ejU(oaovFtA5Yw zi3@etCRp`5R;(_kx+cL2^;_0F{$D1*3iSqKZmjB>{3_Jzj5Pcvz6$jlMjC#TUWNKK zBfbQ>6kaj>zhcDjQ*_1fzs5FEb!~E0zl5ciUuUYWO|I%y#-YP?*Cbb|USVvYdD1n} zRjQX+>&_#(YqG0UFR^OpBi%LORjPzlVfB+PrB@8}fHiRbp}TuqeUY_BY62`)@?ovw zT3**CSoJ(>1#4M!ZGu(Lv6j&n@7e^bo@FgLf7e}`VAU^JamT6d+61efVJ$en*Ik=n z)zhrFe?@gof)(oLtlm=9H33$rrx@L}RM+HJp`K*S52>z+uR=Y+hz3m8q*tLHXQV^G zgjb;+W6Z3hx;DG2M;Ybppi9{mhrlC@hX!3rt~dl9W;;!FO>PzHAs8+JP!?E9_5Z!% z#Q(nk|J>@b>b})&s_R$Bq5l66{r|_X1K^F7iz_QD2Ud2d%s~I&E&sLr>+<8}`^q@G1BE?#=Gy?kVn}?k?`8?pkgo|Bw71^Uvjf zlJA;(|BuQq$ZwusD__oin)_Yu>D&);H|H+Pot!%)w=>oNoR}-~8i2QDugsp7Jv_Tx zcGK*HY!R#ezma(=^8jZ3Uz#}~vlwdt&dP+D0h#~5+_yJOES|4~L1TOE6D`HwKV zLC2n3{=;nJRL7oM{zI^|*qW|7wj}iXj6;ib$CQN9j~N??Astf_NHmzC3hoY-g+ls2WevpLx5i=p{U5Pb zurX6-Gy4iZWGy36cQ&>9AS>PG-Pwdx_&;DRo~1e)Tl_v_;W*vd$Ugr8MxS1Fmeu=N zu^^-F%(VJFRu?_<&J6pq_p#k>-8 z$5?l+)SXFIyR6s@U3b>8`fXMv8oIN#)!SGDF;jQevU)3PO)S)%iB`YGS``=Rjx7xR zTUaaN7~Qdjp?@=LnO?ybhW<^gC2_d!*uv2NCTme_s5`bW^uNJca0aSl3Pa)F$m%aq z9a9$y{{}{Hs_K}sQ25s~x)@el75djP<~`LJOYckg*D~gCW{f|k6%vcOnCui{@#=?;5WG!CE=&z|d8H*P%dec-#T0Ec8ZK#f^ z1BHJcBW`Qym@-iK=Q8H9s%@%3;h)2ZZ~nF^0)>AzBkpQyn;KB~s~F|jpiLzpM*S?t z2|=3*K#cmCY*SU+lz+lM1D4iR+o-m!{`}J!hxSnI)9w2?jj^#rwNJBnDkJV|XrD?b z{ZkkC-Ckz( z7*-dHAGD9LFT0dAzkzBmwRkimF1NRjwzz~5>q54dSUidmzy0l_EFQ@yRnR^Xh$G+# z#%j<$0)`{taJJP|`*8c@!(eG?g+Is^fc~M3LrZnr6oAq{gt6gVrQ4Wi2b^I2# zO$jLdgIKl5=(ec=rN5X}VbkI^6@fTj4rC4RZQiCb5W0x9hD8b6rVy0=0jyQ0soSO! zl>Yv#72F!xHc?gj3t7v!(W0GZ)%{rM-ln$6s>0uwwRn*3vpZwfSM4;Z?#76l zo7!no-IWpdhPNrH;t<${u@JN=r{WOUnXRGPCZ!60CscLFgjDHo�Yyb=#y=>2JrXu(ocSVk(AuTh>5qtlJb+q4QX4PE)nh zs5+Omx~FQVQFR-}$}-h9QC0X`GnThfZIe`mKZmh&h-#alD*UY&i+H5TsluPlSeUNb zCZ-C1OGY1mewtFZVDy}CtF}q0!rz?L#VDJQD*VkD^AlCuWK`jA%9z7fy@{y8--MCQ z{xqR(%t%9@Ce)1>F>|*~3Dx)gS&TuO;weUcCR0_lO*j=k&V0KFAl=p2PP6HTj6<8K zcA8B$U~KH8+8fXi34c0c{b=1b*;M+|7-<$*+k{i;ug|KmW@nqyDaLpzYarHAZOW&3 z*(t0w9C~R$oy=I>-PZr7JJt89uU4u5e?#?R?Ekk2_y12f_5c5?|F6scF27TLx%?33 z|6fG2}R~OGK zE-&s^ocq7@|F?eQ4giDvNdETxRhaqzpX$Go`$z80+zZ(C@Ah0f zcXn=RZm-V~%xQ~F+VjJ&GGy!i@SL&Y}g zg_pw8>ZPV)8}-6V7>CL#woxyK!V4JHEEU_R z7oN`;Y@}iv^}_QQYoUs5)CzMq*{Bzu%~+nGA{+I>Rg5JdMLi+H zvlxprRYX}2cqU^3kF;SgJcH5SMnyL4g{L!m`>Du=z3??SVbn{iEstu&_WfNgeSt|7#k<5$OgRdSjPGa9oc{vE@#we@kch`h09nK>cYqd zyzm&-087F}HsFOzS!?^N$OgRdXvXR^71@9nE@7`lNE;UY#vmWc8l#{K}tS`bmX!`Sc7 zwuXvKwiDq(SX#HtQIUyuBHWL0Xqk>ovXkMyj162ZicGYV;XbT&Tv>{2whQ-W)wo9| zve_=&i&cr1j%>CI_hb#Q&~0S0oecM2rTG|<33oDFz*@!4AdyLTGTfb&?#Pc!yp!Q> ztYvH<9hrP5!(CZRxSStRz{6h#Sv`Tj z%Y-}`&S!P8UQ%RJUbq7*?huJg$`j%Cj5&ODnUE*K?HK70Fd0vT+cF}$L?+^ia2_MJ zH;E|W;SiY1SPCKvcsK;MVH>L=oA1J{VQJxlbIRtsa1P@TzT#}Y3%6oy?5HA}@50%P z^;J4D`A&vgGSZC3$OgP{3syx#VgjBFH)joS$3bKgo(wl*tznh?$V5CDZpvE4Rtb^G zcrx6CwIa6FkqLP++?cg2j?$4yc{1FHwIp`Z5yd2*{m1N zVD-;YkpxtS7>0jJR|WnW!hi^%=88 z6`7WkrjFjj*Rim9F${)}ys8nG#L_)}PV=l)J=#HQ5Yzcb>} z)rd){a`+R*1}+_roMMJ*_+wT&1V&6ymBW8y)y^OFh)Jq)_^+%=T&+hastP&$7uG=F zbt$YuKVq$6-?0%BSLN`BtW~TiF=Fzn9R7f{;#{LgOkkD6@3WTau_m#~;rCceSTJeC zL{>5UE^Bd#8Zn7g48OxzI7pA!z&iXkBX*e7BPOuQ;kQ_^Q?MQ}iB%5&nbpNgyCXKT z4*!WYf0!Dvk#+b@Ml3!#Vj`fGwoY6JWKyguBx1c)&Cb%Hm|Hzsgys* z{(mo&e`Z$yKc~F3yjOX4c~ZHC{r~=0dbaeV(ygT{u=f9C7`|H^;d|DOL1|5E=%f3d%V zzoEYxy8j0xL+ zSi+9t2~Kk|bRMi>lj#I!IaWTJg2scjVlBZbj+Kw5pzC01LXhD6re~t%V171cj+qxE zIJ?QvaIiLXmP&AL)4M>s!CJ%lKqWY}3DIq^SQk5~1ZOtk@&7?B@JO84gy=QcM=C7n zn&7-9M61Cf7O_+bPHRGR8Z6etS5<1^i&e3mN^n*aqS0WnB1$U3SxtyOgT*q| z%t~-l6Qa#vu|$Y-nhnM4Q240qdY9IHd{EX0YgEf7%46G$Gmy7CpI} zN^njSqRn8@6*Geb=QMqs=rdT%uLu&H(q!l}Si_e@f>W9dZ3b&tp*BGQN`@|jH5yoy zpER)OF{IC}B?p5ruxKz?3WDSy`%LOCPzM{^1_a4sYt&mXHiS>{Kr%UnIt#`c&Lt{Y zWRV&R2J2X*I61%~^%V?iY#*QOZ;{#x29>x^B?~Q5SHWN)r>bN>i_}ywSi@@L$-Wk; zsbH`w@zL&Mk(vqyD{_WP_O?hp1%qYryh`@6NG%0}B{8CsJuOm4!C(ST_61ztoG}VIGTqm1a#bnY{ zeQfWTY+@CYNmKRE4NEpA6;m*oG*x$fm26}YlSxy|k5S1ii?}5(Mf5I`nHJGZN)ZJ> zGQ%P!lctynRkEQ)d^x8mw-1sHfH(v&mo&w_f@C@j#{g!MriP!HY4*vOM`~w_%^Y)< zPSz)sQ!tM-#Ub4PnM}2ciKMAEu-{iQ#VV$frdmg%I+<)0b4gRx;;TAY&njkHT zChJ_F{w1wvh!D+ zOtgwwrKy%Mr6rkQ6|+iHrCn|lTX9aotkP5qxCcD373UPpDovI4woHcYD_~Y>sXGR`9Am8OUYn2fcE zd8H}h&hTUm5Jv&#m8Q6QkPN|a6ku9uYFnzLVV_L1O3e+4Gsj>A>V()omT?GEY!Ypi zrj^=0t$M7qqg~=zby*8oh$C^W=2^{Akhhv+ z^<+~gIjdP#7wh3BSyC}2!-{c*mj)KYmWE{eJM*{>=($85N zm_|836eax!YaO>G4iH93KV#LHJvBfcCH<5Y+Yjgg5-I85Sp&IP50FVoKVhw5Cinoc zl=Nd(x*RY-G9~>RYlR+*Y)bl9Ryqm>NT;NKVJ%?>(g5+4^dr`y^ST}&pOSvaTEJD! z0Rk%N2duu>LJyEoN#AGnWLpmqQAyupb;S}jKt`nx{ax1lNos(MO85?AZoOcDjEWTw zC%?^@RRcs+df;1ZI0y!asDyuJL{ngZh)M^+pBTMhfP_j1!JBNuYJh-BPyQp!bOC3M z*+vf#Q0Y(q1LKf$i5?)KlK!5xK_4|TD(UZ7X}Z_|DV6lMthCwj06CTP4OWHC>jp@w zq_49Ea)}-wtdjnQl`aYnkXK26&059XNCPBR(qFMwus!(znU(Z4)-tv&9U!!l{*twX zlYW5IO8P2m5f?EBh^?fru+mha0dgzp%d9@8ObrlRNnc|1bx&j|MqAPvq z1J?XeYJliU_#$I2Py<9)!WS5EOTz%smGF5+%oQ0Rx)MIeh#!OjqAMK*&obty{=Y*U z|L2tnOv!tzbwC99+=(# z+T~T{CFMQJTa?!>S4y9ieqVZ~^dRs3w@Ybbtp4X0|5p4BR{y^bcmH32?*Bf;t%{S1 z)xu|m-xYpd_@;% zeG}{cpWq$n?cmM8o_{&_L-&_h_wR0W{?Bojx_h}>x@+UU|4*^z|5N$<^Ec)%%CE@p zpRW2RbMNI|&h@e4e;+i!Zy)USw_a9f{+)R% z^J3;_nO^2=nKLqnW3B&E7O4&`t@jZp>8(-UBGra-L%okgNlcxKloiK&H=a?Saq-bbz^rY=UxRp<74AHkBC`WPu! zoNMcSBuirIWTaenF0S_xEs3d@k#Y$)zxRAh1oBjw^r^**vCJ(#)~sTQ1Oy^nB7 zOzn)6edoh^AL){q`WY#EVo>iRUJ_G7BW2h5RQHiD>HkO_jg<2XbszbXlsX!z=2p{v zOS%%DRnebrDFpDlax9dsYDZu-Mv6nakAz9j zr;Y}y5_4>9sr!hSq}0+#b!d6LkB~`kjd~iXHk_~4`^cHZ)YVA2?tH7>N75vwzDCMg z6zhFNO=9Y7q^!g_^**vDG4(c54g@}XgiT^n*X>T#r8 z!B1Krd6V7^bvaTlpIh%EZ_%!xn1`WIO)OE=SaD@O7{^sNvY3~YGFyekHASU zL4A%?edq0ZABmHg8XYNn;%oIjA}29*I#PB~X!emg>7}XFkurU2AajyZt0UE1UH6eW zNvYM5DjgZfoTSw1NR^HZgicawb)-s122v*-8Px0e&nu`tQYRf5)apnv(0!y%JU^sP z2mUoj#xxxxc9K%3Bh{h#I!5p$rB+9(jWg;oq9@*PNWG3!G5e(+BYYB5wqy|~W1Iz|komo^O$`{?{OIz|j7H4PA}xrUAr zLrF~o#A-I9W5iHW(*UuWkvc{WB{dxot1_!%1W_Cqp=p6w^;L`{iUT7w9T1Ck9V3a- z^GyT9Tw}s|**ZoPB{dBYt3y+Dj4(=SIv`dXTk9Bcl+?69tk!qbG4d#>X@XeQ_$ZM_ z>BBKy5Ua|$tsWzg5}Q7V<$xH8l-RUFEZ3Z8>oFoJ@f-9BTds;iJw_%aetnd&wOKtz zC?)>QDB}*udW=*`{OeIJiShLqv6T2%qg-?ztH;Qt#IKEV0n@Ex1XFsGzZ_+MxsDM` zNnagR4<87EDd{Vt>V`T-FeQC?RPzNLBbbuDG^)A0juA{rlTpp)bc|q1IvCZA)-jSP z>5HQ(akCzxDIFFsjOrW}Bbw4-@%$+6tYbt|dj4~S=^91zbc}3D`s}C<9irpit^Q(E zF;yzw&FV9wT3=OP`9I52)Zs`FI5IS>cNk4AAf6(cR9W(j`?v=d`-9V$jvM#&UD z$T;MjuVZ9o(jTxkoGWyUtW5fS);c=DF|so01FRZX3Swks()(GJn4@E4Wzz4l2DpY1 zBP^5N$69kf*D=yE>AkE~XGF(H%cS?PR&doYMp`EQE^8Undt-!U(z{tpxT+8%E0f;E zN|R|~L}mJL?qn^TqhkbRdgvXD*tJB*$jPMNVa1P!juDedZ)bI}lVXgNOfTDG&2Oz@ zWMslFBW_EKk&p?$&4`PUG4e6tZHyV*3ygS7cq^kU1u?=gYR~XnjFlipGR75%@D{d- zDn=}(C*KT9C(>@EVuWJCn;3@{>lm4s-q1H05i)g*OicO>R@5IlMkXe`kyYbPqZpZ( z^afUQ3?LJeUe8Jss$zs<((71j&hsipDyBc|TGr|*Iz}j_hhD>oxil(9D5i&A&01ci zV?<(l=+_xb&NozyL`)Cuuojo87IocI$ik#8 JR@eFX{{XU~26X@c literal 0 HcmV?d00001 diff --git a/PythonAI/JupyterLab/data/dog_food_orders.xlsx b/PythonAI/JupyterLab/data/dog_food_orders.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..00947ec70e7b198da510e85e1d72bfb6db782225 GIT binary patch literal 9688 zcmeHtg1xQ~pi}Zjg2k-zs{(r}R@eGu`9#ZZB17$DdZlu@QpUu}u zpz-a8^y9IpiFfuU^_7?#WZBr}zzg#x9QprS+XB@-Qk;rP0-3HdAkQ zxk^=NcV%kgnJ_Vbum}#1Z^Ky_T|#MX7ob$)C98QKeOjX57jMVf;rHCnr-LaLda8QW z!cS;z%x;h+5lj>EWg4Jr2dyJ2=XM|r#N)fO}%hUzk*NEyF_l$k`)(kp-e*S zz_wh_pCzLrB)}39P&6>uB-p94Z%*OoSO`O1N0R+s z`0jn)FbF+3PT3CRzC!^3?(Y!+s(&%ddM)syQ#jTX;Z}zUH%ns|OM6#Nj-TiMnd5)4 z4gTrT%Mz7TdcauWhjKR&0~Zqu@jxjBPf58}8qI(p`FY&>S9x^g3muFUKuxkx#HWF6 z0XLuK7DQj|4A7jf@|HpI2t*z=c$SB!UOBs?vM{)$JaH~t=>>UAoK2jkJ$>fQoLL1lTjfgAg?1#!0)U zwTp{3SjRlaK*JMoxVyHW*z=;S6_dXoy_qgE0Sw+M@>tZdA#zXSKw?7m?hK!ty zAflP=ms5s3MaIY5+u1GM$HYl@#cvi*9AL{L5ZwI1L{A!#S4b;!+WaM)*LD=_&TZ@Z z`QaxxW`^q4gRa6f_R2%*8XKw8nO|(&H%rf*qhyD8Q^8J1(d9+4y#cVTaT?YiU9#tB z-#^^EQ1TwN>&m;r+Mp;^pe*4N^9y&Qju?1K708_Ex{;gKs&%;HCUyOZxnu4-+tBIZ zi}k_&i6!_-{~a=DZEVOla2V_$0sy%15pc--87%o4YLHnlFd)0`-sJM3lrD5OGC#L$ zBEAG&$xC7;R~oo2))^6ndO z6c+IB6clAj8U~`wwVMg@09QlD)dt_HSVMi!o^}hI`R8G07V7A%fmEW6)!D?7O2Ybj zt?*WmRER4d$MmnAGw|{8sClERjlg7Aj~K7-hjb#uD&xmZjmI0G_{tVq+prd%A}4e) zu+eCj9W#78vA+fTTBxX;@O7GOc2eXK1t-9!Z_V0}s-gBXvm8}~LhPElm16`!3f}jU zh(LBy^lF&Se19O1hN3}Whjl$}hmd3AUey=nRq=1U?ESS~O9eXmebKrdZJF^lSM!Vo zjatK(BXs+83Zpr#Q8|n)$<3qac#W0xxqh;ogY>+i`_pXt6GA6xg`J!hv-Qqb#z7#9 zU=JJ4^TW4&bwB>mx1daN>s-MB(hmQY;9o#-wKjFJw9s&Kv2nC={pnil<0X}Q!C3Hw zX#U-&EP2ylpe+w3oibpT>8lsRJEgbP4|5tBgOJosw=ZriFLAFg>f9|d?%#C$$i0Y z%ITQFClmlW_N&4}h`S3{sbhC~!GeR8UFjZ1|BIBwBFQ5_slreuREf@h3ho5x5YO!r+zY{4-x}VG}hz@N;Z^>wKlm; z`@HAvxhi0Exdh07yjo?qbUWv?yKi>gc9;DA(Wsyyj=D+kG$xkp=N{shQMp-LI#_c4 zI&=M;sy)3iD7gSZJMqV%7tKgIZ9y>lB>GmCM%U;2GTPYjb^j!I8@jS|Jhn{CLHn zc>jsiaKk4{@sJn2oK>XC%QImGTzF0y%0p`e4?`E;q}U}tQ;h}5KWCKWdeg?A77y|W z|B~O@#=BVLl!3-U{)BfSwXhl{ZQ3896}5~>`DI*4s&2nq(A-0`*YoABYA>>=bt~c7 zx0FWC6qxp6R5Z4KeE{NF>cx;q46dE+u$xa6+4zYc=T_MsD}ZpfDIkyPG&ETZSt1WK z%)6F5ciLL+I5t*I#?)FjeZc2)RuVk5H#H^b>37L0Y9=qAo4} zhJMUJl^Xzno-Y^Q3xbkn<$x@lBbkKcqG}ZiL3E2)^fA(|1=^&VJ4eQMqV5HvAr0U! zJ_<&iVU>LH;y6?V77Vio5hfE8)STJ=_upsmzirg^Gva1tiT>DLU+GCgef**!CRT(g zZReq}-}Owkap2y~@p=YvTzl18bL{#!N6_f)uI z3|Yn}n%VWre7L!Mte#-A6!{h-5-PUm>jugg(2SSP7%}X96T4U41C}}-{**?S5PKU$ zB^6EkO&Fj52PMxE&>PoTVzAF?iFO+8Vn)gd-%YDXlP=PaTZO&)LrmJGIL8)}X#qF& zb$EI|osht0e@_22DoBp^6b9KAENKw8Y{=s9WWieir3Ue>3Nz7@H+km2_gL|V6 zfwrMBH=l@`R(eyu|q}BVApWBAz>DR9_7!_sElOe0cPw>`-?u z^9ZMOeaz}7LJ0>#LfywgRXet=?WvhaorM@`qAAXwaFA1A$z4KIau64W2_66u{ty-u z?Ly*n0cDj@4uyK1$T~?W1%afnlyDH)nyAQGUeZa7dnwv`NtG6}OMU`gvJnB09W!lF zT`)t7`sZFD$5zROh_BV4^!f$#y_*&8EXf0><^x$bjDD*}2`@NrcA19QHgY4pUJE^s zQZ7W{0tvb^Ma@;by<;J_&gGSHE}fJBF6z6m$0s+wqCi@};?7b$lG`$!($6odHBkMb z$XceNbuooHlx2^zvKZIbKZ=l9Bmm5RvsC;HH5NSrF~@dugew?-Bsre&(z67-QBz9A zTte|_7L+N=RLRux#>$C4msNPjaRYImBb!IiZQ&)VhMvj2`-E7lroxy_uHLw!w3fw0 z9dtW`^*dQY*#f& z>x%r#gw3qq`DmXDoxHAF@Fnb6d&&2hO)EX1V|}9S+52tJor2iIsZ#$A{cU%a>aS&k5#N#OCKBeTZ z_0L9g*3Vi-)LF4w3XFjKKA}ci0tTVi6|VW6Mn#l9k{x;&C8oOHL!$GS?32li$|sM> zGG8q1&X1*Xfln00U5tZ#2`l$I{xODG=8;oAftSQuB>({If5k9YH*b5(Ux9x3`JCe# zKhU4^b084u6js{mfZPC`j+#Yo*nW_a>z`~nqm~Dyff=;Q-nU6VBZ@etKYhXlHSuKs zDC#Q6BTDylH8x=W#rtzUj?(;r{+6?@@p{3yXxYTdzAH$aB&67m5dB2<4UxC#q^EPi zz2N0ttD3Bb&CLdLY!nL6n{P53O>c?h38C0WJzamMNoSl6Jt9jYye2lCC-od_PHM0x zdbZPrGXgc>!85WI2B?KZO_kqbnXg(xxpd-i5-*KNc!8as+lg~Bv8A9&@Xn-5k9FJ# z2hMUW9SgKXHxUvyw^uDfmdL79RIm@(IV9fhihw}4M*TSY< zlG<70IiKQ6Yyo+anr6Q2dyo@0*xd6w7`h7??&eKPMZcZp9!_-AS!&qE-W=KV)qCKd zCxHDdzc8sPMhmzs(pT>4jefuH)XVao z;jQt>YAiOLlWIyN@G09@QL+Y{uT@-|V~SOteCGa#wqmXi7)jh_d1#2$0(dL(Q8IHB zblT0pO%LY{M=}@4MJ8IGL{{=W*b3U6grZOO_lS}roqi+pcG+Mq&x@=ktqWo1mH+DT z#FIkUyC-uHErp1V;{?D_w|TPWh^^s?Q%b#~op-m$x@45RGFmfpN3sZ97!2VH!PoBSoUZu?z^4gqLCo? zR@#|W8@hM9W+y$J7q{;wsBj|McXca<-ikuFg$Id``Hf=E0<0W`EtU}wmq@St$s^w! z#HY2eAflpSi9)vY+V{Ju7+{BEId<7TEjz`uDABpmBuvpP2Bu^WnF4v#uRi7dx;M*V zDhZ7x^vV$}i44yDHSSZ%qld9t#oWwUIv_+@HCZeI+4|a#R(YN6-~X-WgHVaRC-QZ( zw;D&zn}tbhrD=tU3x+&iBfRP6ff2vl6#RW6+a(d|nx5cyVHu3pcqJOZO_~Q2-*}~L_ z*rTyUQ@u%-sY%iq<{lcpbdoP~LI%YZ;cC?%F4n0BVAR7W%Rf@{2G~s<;<m6(&u@(1njdjGHgXiFuP&iOdHL`OnJ2>Yw@`%P zmIX!cN#+rqO(0!MXRt4l#j>zo6fd!TiK^&p0?lYm4S?`7rW^^~=uKlxS5;obHG5TF zWOIye3O^(Imgnf`2|xx*S&A^y-Drv*!olsX@Ab(wnd!(<8(5-xDKu^9X5SSj%E?G3 zORdVmFNP(PpX93kwda=Qi&{st+Z}4D+_y~nFP)ZOTOy-(icZ138ygx9t@gXcSX4kY zf9pK}5h3?>Owi3W2Kg09VcEiFkOPYsKVLb7pOJgiG?>bc zErUh8`@wM=0Va@)t%Mj2GyI@H*QCAAY^JX|$IYLM$l5DZc7nn*xW?!cW;(BK?xC3c zQfvR}z@*rKG0=q6hy>c7Fq)2r+2Y4c6!&Q2c^I-`I{~~eR(IVO?DDfO6Awg`KUbjZ zKw-#IOfi&n>VI!d@t&JDP=1r8Z`GN=bs}L{E9T=G(}u;9ip@2EIR??CQ__p9zT`prhxv?V@_ zxYxxj75OFOOwV~_4_gu!GsB^6JJIOo3N1)Dv`;b!l(mRX6&W&KuAI_RmNZzj3}>xw z>1A~BOc2RY;JT3|lNwyixsz?uFn`KCCxOUgGNLRbgAlH2OH?qKg;7Vd7(O2C^c$Ya;Frox`SRWXWmO~b zaX%)Ps|@a3;LeWzmda0|U^nCSttiUl za^$i*VuL$vloOG6Rv%`r$@T*P^R1DoD-85;`<(s4_cxfnQ0&C_my_St?IcNhb-!iL zyt5?vc!Y;KFj9nJBorE0uap*Z7I;vEcz+;XuuzT7S8GG*Shea=oWGi1JLlKQN{~D-F#M2p zKTx8b*y(}1L|BQ9x&tn&*0sB5%%v*e(VTpGUE$);BF>G z^ug$ned~Z3--f)JmEGy})ZAALJ@o`(8v4o^GQ&4AW5-jRurz4sFsTNS;JC{xmxA=q z&U7PsviT$A+M$UqY9M5V1fd#G44t96mN3thp&%i%ZT>?k=QvcAuOT(;Mg7qe&oa=o z@sMx0Imx`;OSi<}RmBMN6B+M`ppWfLnC{z(30kltvC?MhYrLJiUdnemhmKs;l^85d z>+fs2MqxQ$(-9e+I+9Cue2wxmC>|6NCw0eaRg`n!^K{I5Zl25nK7_l!G?5CwR>BNj7 zywJW*Fh3FBQp;zQljc6pj4UfI(5k5;=TWdg7mIjKo<#_mU8xPjIc!${&{E;@!yHV) zT!Bq2y7AnQc)yAKPV(6JAG2VHlPFjmUh#5(0}}+Vs9QkHRb3!XuAJr&7t4Qh!T&3y z!>8_TqMAU@$PZbns$^?f}-yJdespw!8_ltE4I~GRh&GMsz zNhg%*6|p5s?Va8>ZZD(Ro}ybjhK*liwAoK>&xBHH%T>w9odH2H7|Ix{`Q^ zp2sgI$$iOkF?c79mSVPdi9m3o=eEUk5Tn7?TRvw#^aFJck-o^Vm@20aE|xkOvP%Icgrg!bHLHYY~&KrWTvD@pxXgUSYQ=&ir?MDVJ4IuMX)V3p-ql zMQD8~EPVhncs($i*R|hUngXXQ)RbJ*^M#`96fn~9pQRj12N_>PRDBH={`f=S7^_&p z?@V$B@{gc{UA;1mf`bkf?k9nN2A!#s)Bi9BpR#`+ZxdBi$hm+Y59MxgSeK#%>SUR| zlWBd9mS&};?*uiU+fQ~^>tvZGA8n^C5Sk*2o$&`|Wd#N_w9Gq5!z7<%o6&F9suKVm zT*Mt&oEz`leP}S~@H5ewrRdLtR@DQA)P~;b53D0#Hbm-1g%=yjMKuJMcac^;g6zC* z3~w4CPurO_Xi`4+#!Oh()5}tr2Faiv)QOQq!<=ET`}7tIU-1vdhXyE=baH?cy&f1R!lfj0@-8C__W?)j z%eF4GZm4;0eG$ORfK#b35I9!Ui`X+Dvf5PVU8dm@$1HLunk^C0dXhkebGg5UzgWNP z=76>+B}!SMWzH=)dJFt+n&T+gLE)2B+SiNSBrx(#_I~|htz+`!u=cy%V5LwR^W|OW z87q7t{uRg(9{r?gC*`~s6;!oWF?}C42K>sZG z0iIU;|M}40_54nY{h{d)UK9C^B>P?XcdFzMVG_(=!ha)9e%J6jf$)b08LWS#6Mk3l zd-diI1!!`D@_(Lk9qWLkR%