From 6c06fbc3b6f5288d14552e950f258dbc079a3be8 Mon Sep 17 00:00:00 2001 From: Pepijn te Marvelde Date: Sat, 16 Apr 2022 10:31:03 +0200 Subject: [PATCH] Add group 10 B-Raft project --- .gitignore | 1 + B-Raft/.gitignore | 4 + B-Raft/README.md | 15 + B-Raft/experiments/DS Graphs.ipynb | 567 ++++++++++++ B-Raft/experiments/README.md | 46 + B-Raft/experiments/__init__.py | 0 B-Raft/experiments/appenddata_results.json.gz | Bin 0 -> 34234 bytes B-Raft/experiments/election_results.json.gz | Bin 0 -> 1091424 bytes B-Raft/experiments/julian_run.txt | 1 + B-Raft/experiments/run_experiments.py | 138 +++ B-Raft/experiments/run_main_pepijn.txt | 1 + B-Raft/src/.gitignore | 9 + B-Raft/src/LICENSE | 201 +++++ B-Raft/src/README.md | 402 +++++++++ B-Raft/src/build.sbt | 25 + B-Raft/src/docImg/ActorModel.png | Bin 0 -> 45396 bytes B-Raft/src/docImg/logos.png | Bin 0 -> 23283 bytes B-Raft/src/docImg/raftFsm.png | Bin 0 -> 110042 bytes B-Raft/src/project/build.properties | 1 + B-Raft/src/project/plugins.sbt | 1 + .../src/src/main/resources/application.conf | 50 ++ B-Raft/src/src/main/resources/logback.xml | 22 + .../de/maxbundscherer/scala/raft/Main.scala | 86 ++ .../scala/raft/actors/BRaftNodeActor.scala | 824 ++++++++++++++++++ .../scala/raft/actors/RaftNodeActor.scala | 345 ++++++++ .../scala/raft/aggregates/Aggregate.scala | 61 ++ .../raft/aggregates/BRaftAggregate.scala | 68 ++ .../scala/raft/aggregates/RaftAggregate.scala | 22 + .../scala/raft/examples/SimpleActor.scala | 19 + .../scala/raft/examples/SimpleFSMActor.scala | 38 + .../scala/raft/schnorr/Schnorr.scala | 103 +++ .../scala/raft/schnorr/SchnorrMath.scala | 108 +++ .../scala/raft/schnorr/SchnorrUtil.scala | 123 +++ .../scala/raft/services/BRaftService.scala | 178 ++++ .../scala/raft/services/RaftService.scala | 112 +++ .../scala/raft/utils/Configuration.scala | 44 + .../scala/raft/utils/Hasher.scala | 26 + .../scala/raft/utils/RaftScheduler.scala | 93 ++ .../src/src/test/resources/application.conf | 29 + .../scala/raft/BRaft/BRaftServiceTest.scala | 146 ++++ .../scala/raft/BRaft/BroadcastTest.scala | 49 ++ .../raft/BRaft/ByzantineLeaderTest.scala | 35 + .../raft/BRaft/FaultyLeaderElection.scala | 93 ++ .../raft/BRaft/utils/BaseServiceTest.scala | 40 + .../scala/raft/Raft/RaftServiceTest.scala | 146 ++++ .../raft/Raft/utils/BaseServiceTest.scala | 29 + 46 files changed, 4301 insertions(+) create mode 100644 B-Raft/.gitignore create mode 100644 B-Raft/README.md create mode 100644 B-Raft/experiments/DS Graphs.ipynb create mode 100644 B-Raft/experiments/README.md create mode 100644 B-Raft/experiments/__init__.py create mode 100644 B-Raft/experiments/appenddata_results.json.gz create mode 100644 B-Raft/experiments/election_results.json.gz create mode 100644 B-Raft/experiments/julian_run.txt create mode 100644 B-Raft/experiments/run_experiments.py create mode 100644 B-Raft/experiments/run_main_pepijn.txt create mode 100644 B-Raft/src/.gitignore create mode 100644 B-Raft/src/LICENSE create mode 100644 B-Raft/src/README.md create mode 100644 B-Raft/src/build.sbt create mode 100644 B-Raft/src/docImg/ActorModel.png create mode 100644 B-Raft/src/docImg/logos.png create mode 100644 B-Raft/src/docImg/raftFsm.png create mode 100644 B-Raft/src/project/build.properties create mode 100644 B-Raft/src/project/plugins.sbt create mode 100644 B-Raft/src/src/main/resources/application.conf create mode 100644 B-Raft/src/src/main/resources/logback.xml create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/Main.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/actors/BRaftNodeActor.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/actors/RaftNodeActor.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/Aggregate.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/BRaftAggregate.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/RaftAggregate.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/examples/SimpleActor.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/examples/SimpleFSMActor.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/Schnorr.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/SchnorrMath.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/SchnorrUtil.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/services/BRaftService.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/services/RaftService.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/Configuration.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/Hasher.scala create mode 100644 B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/RaftScheduler.scala create mode 100644 B-Raft/src/src/test/resources/application.conf create mode 100644 B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/BRaftServiceTest.scala create mode 100644 B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/BroadcastTest.scala create mode 100644 B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/ByzantineLeaderTest.scala create mode 100644 B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/FaultyLeaderElection.scala create mode 100644 B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/utils/BaseServiceTest.scala create mode 100644 B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/Raft/RaftServiceTest.scala create mode 100644 B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/Raft/utils/BaseServiceTest.scala diff --git a/.gitignore b/.gitignore index cf3940e5..3f2ce7f8 100644 --- a/.gitignore +++ b/.gitignore @@ -169,3 +169,4 @@ tags .DS_Store # End of https://www.gitignore.io/api/vim,git,sbt,java,maven,scala,intellij +B-Raft/src/.github/workflows/ci-test.yml diff --git a/B-Raft/.gitignore b/B-Raft/.gitignore new file mode 100644 index 00000000..a7c5d0ea --- /dev/null +++ b/B-Raft/.gitignore @@ -0,0 +1,4 @@ +experiments/resources/ +src/null/ +target/ +experiments/.idea/ diff --git a/B-Raft/README.md b/B-Raft/README.md new file mode 100644 index 00000000..02bad5d5 --- /dev/null +++ b/B-Raft/README.md @@ -0,0 +1,15 @@ +# [A Byzantine Fault-Tolerant Raft Algorithm Combined with Schnorr Signature (B-Raft), [1]](https://ieeexplore.ieee.org/document/9377376) +## Implemented in Scala for IN4391 Distributed Systems (2021/22 Q3) +Group 10: Julian Biesheuvel, Riley Jense & Pepijn te Marvelde + +## General Information +This repo contains the code for the project of the Distributed Systems course. It is an implementation of the B-Raft with Schnorr Signature [[1]](###-bibliography), based on a prototype Raft implementation by Max Bundscherer [[2]](###-biblography). Akka Actors are used for communication between nodes. + +## File Structure +Source code for the Raft/B-Raft implementation is found in [`src` (link)](src). Experiments, including result dataset and plotting code, are found in [`experiments` (link)](experiments). More info on each folder is found in their respective `README.md`'s. + + + +### Bibliography +1. S. Tian, Y. Liu, Y. Zhang and Y. Zhao, "A Byzantine Fault-Tolerant Raft Algorithm Combined with Schnorr Signature," 2021 15th International Conference on Ubiquitous Information Management and Communication (IMCOM), 2021, pp. 1-5, doi: 10.1109/IMCOM51814.2021.9377376. +2. M. Bundscherer, "(Prototype) Raft Consensus Algorithm in Scala," Github repository, 2020, https://github.com/maxbundscherer/prototype-scala-raft \ No newline at end of file diff --git a/B-Raft/experiments/DS Graphs.ipynb b/B-Raft/experiments/DS Graphs.ipynb new file mode 100644 index 00000000..a6537a11 --- /dev/null +++ b/B-Raft/experiments/DS Graphs.ipynb @@ -0,0 +1,567 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "aa69db8d", + "metadata": {}, + "outputs": [], + "source": [ + "import glob\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "from tqdm import tqdm\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "outputs": [], + "source": [ + "def purge_conf(conf_dict):\n", + " keep_keys = ['raftTypeStr', 'nodes']\n", + " return {k:v for k,v in conf_dict.items() if k in keep_keys}" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 37, + "outputs": [], + "source": [ + "def parse_line_election(message, timestamp, curr_dict, node_name, num_nodes):\n", + " append = False\n", + " # Start of election: \"Change behavior from 'LEADER' to 'SLEEP'\"\n", + " if \"Change behavior from 'LEADER' to 'SLEEP'\" in message:\n", + " curr_dict['election_start'] = timestamp\n", + " curr_dict['messages'] = [message]\n", + " elif \"Change behavior from 'CANDIDATE' to 'LEADER'\" in message and curr_dict.get('election_start'):\n", + " curr_dict['election_end'] = timestamp\n", + " curr_dict['messages'] = curr_dict['messages'] + [message]\n", + " append = True\n", + " elif \"Received message\" in message:\n", + " if curr_dict.get('election_start'):\n", + " curr_dict['messages'] = curr_dict.get('messages', []) + [message]\n", + "\n", + " return curr_dict, append\n", + "\n", + "def parse_line_appenddata(message, timestamp, curr_dict, node_name, num_nodes):\n", + " append = False\n", + " if \"SEND APR\" in message:\n", + " if not curr_dict.get('appenddata_start'):\n", + " curr_dict['appenddata_start'] = timestamp\n", + " if \"FOLLOWER WRITING DATA\" in message:\n", + " curr_dict['appenddata_end'] = timestamp\n", + " # (data = Map(x -> 5, y -> 4, z -> 3, q -> 2))\n", + " data_map_str = message.split(', (')[1][11:-2]\n", + " entries = data_map_str.split(', ')\n", + "\n", + " curr_node_entry_set = curr_dict['written_data'].get(node_name, set())\n", + " curr_node_entry_set.update(entries)\n", + " curr_dict['written_data'][node_name] = curr_node_entry_set\n", + "\n", + " # if all followers have written all data set append to True\n", + " num_appended = 0\n", + " for data in curr_dict['written_data'].values():\n", + " if len(data) == 4:\n", + " num_appended += 1\n", + " if num_appended + 1 == (num_nodes // 2) + 1:\n", + " # print(f\"Finish, nodes written = {num_appended}: {message = }\")\n", + " curr_dict['appenddata_majority'] = timestamp\n", + " if \"[VERIFY APPEND DATA], Consistent\" in message:\n", + " curr_dict.pop('written_data')\n", + " append = True\n", + "\n", + " return curr_dict, append\n", + "\n", + "def load_logfile(file, exp_type='election') -> list:\n", + " with open(file, 'r') as f:\n", + " logs = f.readlines()\n", + "\n", + " log_start_idx = -1\n", + " # find start of actual logs and parse config:\n", + " conf = {}\n", + " for i, log in enumerate(logs):\n", + " if 'Starting Main with Config' in log:\n", + " log_start_idx = i\n", + " conf = {x.split('=')[0]: x.split('=')[1] for x in log[:-2].split(\"Config:\")[-1].split(',')}\n", + " break\n", + "\n", + " logs = logs[log_start_idx:]\n", + " conf = purge_conf(conf)\n", + " conf['file'] = file\n", + " conf['nodes'] = int(conf['nodes'])\n", + "\n", + " if exp_type == 'appenddata':\n", + " conf['written_data'] = {}\n", + " parse_line_func = parse_line_appenddata\n", + " else:\n", + " parse_line_func = parse_line_election\n", + "\n", + " results = []\n", + " curr_dict = conf.copy()\n", + " for log in logs:\n", + " # split message, indices: 0=timestamp, 1=loglevel, 2=akka actor string, 3=message\n", + " timestamp, _, node_name, message = log.split('\\t')\n", + " timestamp = timestamp[1:-1]\n", + " node_name = node_name.split('/')[-1][:-1]\n", + " curr_dict, append = parse_line_func(message, timestamp, curr_dict, node_name, conf['nodes'])\n", + " if append:\n", + " # curr_dict.pop('written_data', None)\n", + " results.append(curr_dict)\n", + " curr_dict = conf.copy()\n", + "\n", + " return results" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 33, + "outputs": [ + { + "data": { + "text/plain": "[{'raftTypeStr': 'BRaft',\n 'nodes': 21,\n 'file': 'resources/output/append_data_1/run1_raftType=BRaft_crashIntervalHeartbeats=10000_nodes=21.log',\n 'written_data': {'BraftNodeActor-3': {'q -> 2',\n 'x -> 5',\n 'y -> 4',\n 'z -> 3'},\n 'BraftNodeActor-10': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-19': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-20': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-15': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-18': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-6': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-9': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-16': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-4': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-5': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-12': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-7': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-1': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-0': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-8': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-13': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-2': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-17': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-14': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'},\n 'BraftNodeActor-11': {'q -> 2', 'x -> 5', 'y -> 4', 'z -> 3'}},\n 'appenddata_start': '2022-04-13 20:46:48,780',\n 'appenddata_end': '2022-04-13 20:47:13,107',\n 'appenddata_majority': '2022-04-13 20:47:13,107'}]" + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "load_logfile('resources/output/append_data_1/run1_raftType=BRaft_crashIntervalHeartbeats=10000_nodes=21.log', 'appenddata')" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 64, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\ptema\\AppData\\Local\\Temp\\ipykernel_15576\\3542859334.py:10: FutureWarning: casting timedelta64[ns] values to int64 with .astype(...) is deprecated and will raise in a future version. Use .view(...) instead.\n", + " append_df['duration_ms'] = (append_df.end - append_df.start).astype(np.int64) / int(1e6)\n", + "C:\\Users\\ptema\\AppData\\Local\\Temp\\ipykernel_15576\\3542859334.py:11: FutureWarning: casting timedelta64[ns] values to int64 with .astype(...) is deprecated and will raise in a future version. Use .view(...) instead.\n", + " append_df['duration_majority_ms'] = (append_df.majority - append_df.start).astype(np.int64) / int(1e6)\n" + ] + }, + { + "data": { + "text/plain": " raftTypeStr nodes file \\\n0 BRaft 12 resources/output\\append_data_1\\run10_raftType=... \n1 BRaft 16 resources/output\\append_data_1\\run10_raftType=... \n2 BRaft 18 resources/output\\append_data_1\\run10_raftType=... \n3 BRaft 21 resources/output\\append_data_1\\run10_raftType=... \n4 BRaft 3 resources/output\\append_data_1\\run10_raftType=... \n.. ... ... ... \n491 Raft 21 resources/output\\append_data_2\\run4_raftType=R... \n492 Raft 3 resources/output\\append_data_2\\run4_raftType=R... \n493 Raft 5 resources/output\\append_data_2\\run4_raftType=R... \n494 Raft 7 resources/output\\append_data_2\\run4_raftType=R... \n495 Raft 9 resources/output\\append_data_2\\run4_raftType=R... \n\n appenddata_start appenddata_end \\\n0 2022-04-13 22:17:24,913 2022-04-13 22:17:30,267 \n1 2022-04-13 22:22:43,684 2022-04-13 22:22:51,915 \n2 2022-04-13 22:23:03,264 2022-04-13 22:23:13,604 \n3 2022-04-13 22:23:26,520 2022-04-13 22:23:39,048 \n4 2022-04-13 22:16:18,810 2022-04-13 22:16:20,527 \n.. ... ... \n491 2022-04-14 08:33:48,784 2022-04-14 08:33:50,935 \n492 2022-04-14 08:31:57,141 2022-04-14 08:31:59,787 \n493 2022-04-14 08:32:11,079 2022-04-14 08:32:11,941 \n494 2022-04-14 08:32:25,042 2022-04-14 08:32:25,556 \n495 2022-04-14 08:32:38,988 2022-04-14 08:32:40,613 \n\n appenddata_majority start end \\\n0 2022-04-13 22:17:30,210 2022-04-13 22:17:24.913 2022-04-13 22:17:30.267 \n1 2022-04-13 22:22:50,916 2022-04-13 22:22:43.684 2022-04-13 22:22:51.915 \n2 2022-04-13 22:23:12,794 2022-04-13 22:23:03.264 2022-04-13 22:23:13.604 \n3 2022-04-13 22:23:38,150 2022-04-13 22:23:26.520 2022-04-13 22:23:39.048 \n4 2022-04-13 22:16:20,481 2022-04-13 22:16:18.810 2022-04-13 22:16:20.527 \n.. ... ... ... \n491 2022-04-14 08:33:48,898 2022-04-14 08:33:48.784 2022-04-14 08:33:50.935 \n492 2022-04-14 08:31:59,787 2022-04-14 08:31:57.141 2022-04-14 08:31:59.787 \n493 2022-04-14 08:32:11,940 2022-04-14 08:32:11.079 2022-04-14 08:32:11.941 \n494 2022-04-14 08:32:25,555 2022-04-14 08:32:25.042 2022-04-14 08:32:25.556 \n495 2022-04-14 08:32:39,607 2022-04-14 08:32:38.988 2022-04-14 08:32:40.613 \n\n majority duration_ms duration_majority_ms \\\n0 2022-04-13 22:17:30.210 5354.0 5297.0 \n1 2022-04-13 22:22:50.916 8231.0 7232.0 \n2 2022-04-13 22:23:12.794 10340.0 9530.0 \n3 2022-04-13 22:23:38.150 12528.0 11630.0 \n4 2022-04-13 22:16:20.481 1717.0 1671.0 \n.. ... ... ... \n491 2022-04-14 08:33:48.898 2151.0 114.0 \n492 2022-04-14 08:31:59.787 2646.0 2646.0 \n493 2022-04-14 08:32:11.940 862.0 861.0 \n494 2022-04-14 08:32:25.555 514.0 513.0 \n495 2022-04-14 08:32:39.607 1625.0 619.0 \n\n duration_majority_s duration_s \n0 5.297 5.354 \n1 7.232 8.231 \n2 9.530 10.340 \n3 11.630 12.528 \n4 1.671 1.717 \n.. ... ... \n491 0.114 2.151 \n492 2.646 2.646 \n493 0.861 0.862 \n494 0.513 0.514 \n495 0.619 1.625 \n\n[496 rows x 13 columns]", + "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
raftTypeStrnodesfileappenddata_startappenddata_endappenddata_majoritystartendmajorityduration_msduration_majority_msduration_majority_sduration_s
0BRaft12resources/output\\append_data_1\\run10_raftType=...2022-04-13 22:17:24,9132022-04-13 22:17:30,2672022-04-13 22:17:30,2102022-04-13 22:17:24.9132022-04-13 22:17:30.2672022-04-13 22:17:30.2105354.05297.05.2975.354
1BRaft16resources/output\\append_data_1\\run10_raftType=...2022-04-13 22:22:43,6842022-04-13 22:22:51,9152022-04-13 22:22:50,9162022-04-13 22:22:43.6842022-04-13 22:22:51.9152022-04-13 22:22:50.9168231.07232.07.2328.231
2BRaft18resources/output\\append_data_1\\run10_raftType=...2022-04-13 22:23:03,2642022-04-13 22:23:13,6042022-04-13 22:23:12,7942022-04-13 22:23:03.2642022-04-13 22:23:13.6042022-04-13 22:23:12.79410340.09530.09.53010.340
3BRaft21resources/output\\append_data_1\\run10_raftType=...2022-04-13 22:23:26,5202022-04-13 22:23:39,0482022-04-13 22:23:38,1502022-04-13 22:23:26.5202022-04-13 22:23:39.0482022-04-13 22:23:38.15012528.011630.011.63012.528
4BRaft3resources/output\\append_data_1\\run10_raftType=...2022-04-13 22:16:18,8102022-04-13 22:16:20,5272022-04-13 22:16:20,4812022-04-13 22:16:18.8102022-04-13 22:16:20.5272022-04-13 22:16:20.4811717.01671.01.6711.717
..........................................
491Raft21resources/output\\append_data_2\\run4_raftType=R...2022-04-14 08:33:48,7842022-04-14 08:33:50,9352022-04-14 08:33:48,8982022-04-14 08:33:48.7842022-04-14 08:33:50.9352022-04-14 08:33:48.8982151.0114.00.1142.151
492Raft3resources/output\\append_data_2\\run4_raftType=R...2022-04-14 08:31:57,1412022-04-14 08:31:59,7872022-04-14 08:31:59,7872022-04-14 08:31:57.1412022-04-14 08:31:59.7872022-04-14 08:31:59.7872646.02646.02.6462.646
493Raft5resources/output\\append_data_2\\run4_raftType=R...2022-04-14 08:32:11,0792022-04-14 08:32:11,9412022-04-14 08:32:11,9402022-04-14 08:32:11.0792022-04-14 08:32:11.9412022-04-14 08:32:11.940862.0861.00.8610.862
494Raft7resources/output\\append_data_2\\run4_raftType=R...2022-04-14 08:32:25,0422022-04-14 08:32:25,5562022-04-14 08:32:25,5552022-04-14 08:32:25.0422022-04-14 08:32:25.5562022-04-14 08:32:25.555514.0513.00.5130.514
495Raft9resources/output\\append_data_2\\run4_raftType=R...2022-04-14 08:32:38,9882022-04-14 08:32:40,6132022-04-14 08:32:39,6072022-04-14 08:32:38.9882022-04-14 08:32:40.6132022-04-14 08:32:39.6071625.0619.00.6191.625
\n

496 rows × 13 columns

\n
" + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# appenddata_results = []\n", + "# for file in glob.glob('resources/output/append_data*/*.log'):\n", + "# appenddata_results.extend(load_logfile(file, 'appenddata'))\n", + "#\n", + "# append_df = pd.json_normalize(appenddata_results)\n", + "# append_df['start'] = pd.to_datetime(append_df.appenddata_start)\n", + "# append_df['end'] = pd.to_datetime(append_df.appenddata_end)\n", + "# append_df['majority'] = pd.to_datetime(append_df.appenddata_majority)\n", + "#\n", + "# append_df['duration_ms'] = (append_df.end - append_df.start).astype(np.int64) / int(1e6)\n", + "# append_df['duration_majority_ms'] = (append_df.majority - append_df.start).astype(np.int64) / int(1e6)\n", + "# append_df['duration_majority_s'] = append_df.duration_majority_ms / 1000\n", + "# append_df['duration_s'] = append_df.duration_ms / 1000\n", + "# append_df.to_json('appenddata_results.json.gz', compression='gzip')\n", + "# append_df\n", + "\n", + "append_df = pd.read_json('appenddata_results.json.gz', compression='gzip')" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 51, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": "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\n" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(2, 1, sharex='col', figsize=(10, 15))\n", + "axs = axs.flatten()\n", + "plot_box(append_df, ax=axs[0], y='duration_s', logy=False)\n", + "plot_line(append_df, ax=axs[1], y='duration_s', logy=False)\n", + "\n", + "for ax in axs:\n", + " ax.set_xlabel(\"Number of nodes\")\n", + " ax.set_ylabel(\"Duration (seconds) from append data to consistent state\")\n", + " ax.legend(title='Algorithm')\n", + "\n", + "# fig.savefig('appenddata_duration.png', dpi=250)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 63, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": "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\n" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(1, 2, figsize=(15, 10))\n", + "\n", + "# append_df['majority'] =\n", + "append_df['rank'] = append_df['nodes'].rank(method='dense') - 1\n", + "sns.lineplot(data=append_df[append_df.raftTypeStr == 'BRaft'], x='nodes', y='duration_s',ax=axs[0], label='Time until consistent')\n", + "sns.lineplot(data=append_df[append_df.raftTypeStr == 'BRaft'], x='nodes', y='duration_majority_s',ax=axs[0], label='Time until majority has replicated')\n", + "axs[0].set_title('BRaft')\n", + "sns.lineplot(data=append_df[append_df.raftTypeStr == 'Raft'], x='nodes', y='duration_s',ax=axs[1], label='Time until consistent')\n", + "sns.lineplot(data=append_df[append_df.raftTypeStr == 'Raft'], x='nodes', y='duration_majority_s',ax=axs[1], label='Time until majority has replicated')\n", + "axs[1].set_title('Raft')\n", + "\n", + "for ax in axs:\n", + " ax.set_xlabel(\"Number of nodes\")\n", + " ax.set_ylabel(\"Duration (seconds) from append data\")\n", + " # ax.legend(title='Algorithm')\n", + " ax.grid()\n", + "# fig.savefig('appenddata_time_to_majority.png', dpi=250)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 19, + "outputs": [ + { + "data": { + "text/plain": "(2520, 11)" + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.read_json('election_results.json.gz', compression='infer')\n", + "df['duration_s'] = df.duration_ms / 1000\n", + "df.shape" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 215, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": "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\n" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1, figsize=(10,6))\n", + "sns.scatterplot(data=df, x='num_messages', y='duration_s', hue='nodes', style='raftTypeStr', s=10)\n", + "ax.set_xscale('log')\n", + "ax.set_yscale('log')\n", + "ax.grid()\n", + "# ax.get_legend().remove()\n", + "ax.set_xlabel(\"Number of messages\")\n", + "ax.set_ylabel(\"Duration (seconds)\")\n", + "fig.savefig('scatter.png', dpi=250)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 23, + "outputs": [], + "source": [ + "def plot_box(data, ax=None, save=False, fig=None, y='duration_s', logy=True):\n", + " if not ax:\n", + " fig, ax = plt.subplots(1,1,figsize=(20,10))\n", + " sns.boxplot(data=data, x='nodes', y=y, hue='raftTypeStr', ax=ax)\n", + " if logy:\n", + " ax.set_yscale('log')\n", + " ax.grid()\n", + " # ax.set_ylim([0, 30000])\n", + "\n", + " if fig and save:\n", + " fig.savefig('results_combined_box', dpi=250)\n", + " return fig, ax" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 22, + "outputs": [], + "source": [ + "# fig, axs = plt.subplots(1,2, sharey=True, figsize=(10,5))\n", + "def plot_line(data, ax, y='duration_s', logy=True):\n", + " data['rank'] = data['nodes'].rank(method='dense') - 1\n", + " sns.lineplot(data=data, x='rank', y=y, hue='raftTypeStr',ax=ax)\n", + " if logy:\n", + " ax.set_yscale('log')\n", + " ax.grid()\n", + " return fig, ax" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 20, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": "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\n" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(2, 1, sharex='col', figsize=(10, 15))\n", + "\n", + "plot_box(df, ax=axs[0])\n", + "plot_line(df, ax=axs[1])\n", + "\n", + "for ax in axs:\n", + " ax.set_xlabel(\"Number of nodes\")\n", + " ax.set_ylabel(\"Duration (seconds)\")\n", + " ax.legend(title='Algorithm')\n", + "\n", + "fig.savefig('election_duration.png', dpi=250)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 68, + "outputs": [ + { + "data": { + "text/plain": "140.0" + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape[0] / 9 / 2" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": 228, + "outputs": [ + { + "data": { + "text/plain": "
", + "image/png": "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\n" + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axs = plt.subplots(2, 1, sharex='col', figsize=(10, 15))\n", + "\n", + "plot_box(df, ax=axs[0], y='num_messages')\n", + "plot_line(df, ax=axs[1], y='num_messages')\n", + "\n", + "for ax in axs:\n", + " ax.set_xlabel(\"Number of nodes\")\n", + " ax.set_ylabel(\"Number of sent messages\")\n", + " ax.legend(title='Algorithm')\n", + "\n", + "fig.savefig('election_messages.png', dpi=250)" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [ + "# fig, axs = plt.subplots(1,2, sharey=True, figsize=(10,5))\n", + "def plot_line_v1(data, ax=None, save=False, fig=None):\n", + " if not ax:\n", + " fig, axs = plt.subplots(1,2, sharey=True, figsize=(10,5))\n", + " else:\n", + " axs = ax\n", + "\n", + " for i, (algo, group) in enumerate(data.groupby('raftTypeStr')):\n", + " ax = axs if type(axs) != np.ndarray else axs[i]\n", + " agged = group.groupby('nodes').duration_ms.agg([np.mean, np.std])\n", + " agged.plot(kind='line', y='mean', ax=ax, label=algo)\n", + " ax.fill_between(agged.index, agged['mean'] - agged['std'], agged['mean'] + agged['std'], alpha = 0.1)\n", + "\n", + " # ax.set_yscale('log')\n", + " ax.set_xlabel('Number of Nodes')\n", + " ax.set_ylabel('Average time taken in ms')\n", + " ax.grid()\n", + " if fig and save:\n", + " fig.savefig('election_time', dpi=250)\n", + " return fig, ax" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [ + "fig, ax = plt.subplots(1,1)\n", + "for i, (algo, group) in enumerate(df.groupby('raftTypeStr')):\n", + " group.groupby('nodes').duration_ms.agg([np.mean, np.std]).plot(kind='line', y='mean', yerr='std', ax=ax, label=algo)\n", + "\n", + "ax.set_yscale('log')" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + }, + { + "cell_type": "code", + "execution_count": null, + "outputs": [], + "source": [ + "for i in range(3):\n", + " print(i+1)\n", + " c = df[df.file.apply(lambda k: f'election_timer_{i+1}' in k)].groupby(['raftTypeStr', 'nodes', 'run']).count()\n", + " display(c[c==9].dropna())" + ], + "metadata": { + "collapsed": false, + "pycharm": { + "name": "#%%\n" + } + } + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/B-Raft/experiments/README.md b/B-Raft/experiments/README.md new file mode 100644 index 00000000..1ba971ac --- /dev/null +++ b/B-Raft/experiments/README.md @@ -0,0 +1,46 @@ +# BRaft Experiments +To quantitatively assess the quality of our BRaft implementation run our cluster under different circumstances with different configurations. + +This is done in run_experiments.py. +At the bottom of this file one can specify what experiments to run and how many times to replicate these. + +The script then creates the different configurations and call BRaft Main with them, this starts our cluster. Logs are captured as they contain an accurate view of our system at any time. These logs are then parsed to collect metrics and draw conclusions. + +## Configuring experiments +Through the `experiment_config` dict all parameters in BRaft's [`application.conf` (link)](../src_/main/resources/application.conf) raftPrototype key can be controlled. These are: + +```editorconfig +raftPrototype { + raftType="BRaft" + + electionTimerIntervalMin=3 + + electionTimerIntervalMax=4 + + heartbeatTimerInterval=1 + + nodes=21 + + crashIntervalHeartbeats=1000000 + + sleepDowntime=8 + + maxTerm=9999 +} +``` + +### example +By setting +```python + num_replications = 4 + experiment_config = { + "raftType": ["Raft", "BRaft"], + "nodes": np.linspace(start=3, stop=21, num=9, dtype=int), + } +``` +in `run_experiments.py` 4 runs of experiments are done with every combination of nodes and raftType specified. This particular config will thus result in 2 * 9 * 4 = 54 output logs. + + +## Log parsing and plotting +Can be found in the [Plotting notebook](DS%20Graphs.ipynb) + diff --git a/B-Raft/experiments/__init__.py b/B-Raft/experiments/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/B-Raft/experiments/appenddata_results.json.gz b/B-Raft/experiments/appenddata_results.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..a4732e0e05c1229cce8a829089e759d801152bbd GIT binary patch literal 34234 zcmZs@2RPMz{5Re*N+^X;5eG#mtIU%mjx8%>WFNE045ttonIU^-Z^y_C$;vubj#XqG zEAw#X^Eutm?|Gj8b^WjF^!}Xl9q;jazuvFU=f1D*n=^uz_9@EH@)Y^`ix)O7*4EEo zJvVo=arba~nA)#pdts2LQXVjab_7W?h=649^Iz_Gqbp1AD4_Ipbf+DZVh+@8&jnJpK zXnO>eb9_waY`lYM()mr#KEx<6#3(()s5+!Le{od?#Y&GR1>B+j zyhc;D*1wu{e(~;2O{l%5dFW1Ir}sW)6pI_ho*Tomk6{JIu+n2#)yrw?h$B+>ubcD& zm#LZ01)Y1R@Gh{wvqF@BkwFRStR~#tSH0}Zd#;7)omtq!ZPCDO|2lhNz(J`}d<;7~YwMKCDp8_TqZ3oqeZJ`-%c$HvS6rUjfgypQR6?{=c7L zY#vrYu>$)4eomiHr&Z+d7!GTvrw?MFUzC^KC(`;uAI?V)V{<1nv;XIFGF1N8FwIpy zs!&+_^C#52?7sKJ_nUTyUHcU`@E7rHVZ_LNjM#sl^ILZBJ3r<3VFqUpUz(aA??KTK9NJ`#p3?)=)9`J+$?Tu& z+8Z7>quPH2+@_`v52Ef;2wKQec=?;x8!rnDU_y76)|2+;~t(wgJ zxvsNuaP!cG@>#y|V%P7A)tUeMxvluMX);M8I*sIeBdeQFDod(e3GCeA?&{x3c)JrB{4CU(`QdO1^D(S6}n_5gR65SA|1V;LqXlwc7`x;Y#y5OV@7yHqsI*zWx+kP63y@2@EX1v+OSEXz^BO zDC^0E{jz(idYo+Sp5(L}H(-WZQ7RibHK{mRNwY8lj(!!=~>pT8=mpYfa5T;iw5I{m(p*#hBq zg^NoPt7KbHOJLSrV&QK>X)M7(!O!TW(}BlSV3}OqVfBkCRDYj`G=b@J1xw~+sM_m> zI;HK6=Vqkc%E_wuJAO!7zq((qYa5!Hf2PLT6FmYTOxJ~|GlX!aLR&&2 zim8w=um1kweAvRwuBduG+pBy?b-GZYsZfTHNQ85_WopUKWr4acqB=W#f^)%LsmLQf z;nv;=*HeqB-;Vf1=d8b{4tvM5yIL-$&K&XGZ-qs<=J4FG^)Zs9`lNB%R`>0fwXb!> zZli%yV_A=)maZu=XP=48?Fz4X7gnP5UOzTPTlLvfGXr$70ACUlEd$G`K^8(8%V9#& zSY4@ui9xMU2|7`~)<)mM2xf85M7`elzTsF+jSa8DGo4{!Ng>yM)ttJKh1x0Z+TF_f z-ZbW)gzWwQyrD#+?6=dO9o+0eKKEz^>fPF7fQ#uOLxzIvWe*_ zmQS1R{47_xAnoFKp^m zY-+havu{eCD*EuC@6f(VS-)20e6{hu&h>%e^Q}cJVfXuFs=*>oO(*&|Ld2F%$RI+X zuRk1I;_Z`BYSuGtc}CkNL*6@iamGQ%vtmSOVj{-e@EQ&;8Md8BUsM%vz#trAwCg7 zJ<`uH+f{MOc!kvGjV-rOD7W7!bILAr&=K-Ca+WVD6F6%{MQ5QzXKF)dtWRgyn_HxT za2U-*?-xiCr}ClG`*x`$r_s#m{S`@~k9*W~*0N;b6m{*-ES7%&p|d30M8vzbxM3KF zRO*kkPbz=uARBb*VsvWlW1CA;Y+|qcxAeqFZx!o9u3i?p@KNZDp3o7`T$5NCw*u$R ze7cbS*~9lV+i}jP^-8jm1;aM<=rBF~&2Z+kOJI?@&Ga=k$;aa<#Nm>VS-j8_U7^Q3 zBBxFCnNnku-j)f3_4f2XFiZ%x%u#w?O=VHsWwviqR}5L;7NN^8feeDBxCGJ=Csg`G zD2rRor->tqf&G&<)^75X zOp=~%Dbqt*7P&dJQhmY z;Y8r;5%@iG(wY`|f10z6*h^l7l1ST#oh>bTb{r$q+R-QiPpoevwvqAXq@%rU^1Lf~ zw~csQPx+?+GGQ8cpg|`~Vfn+92|=Np^?=R_=o55bwCtWvxHEo`8 z;ecW&K7u-?%68*Fa}(ilIq#6tMSQMn)Q@aD66Qe>4m?js2lwzegvF9VgEI5 zn-UZ9*Fj9g0VCGIQ^l@V;ck8s~CH+Wn1;RWE5>V(OILN%VFQ8PEe*i*!e2fJlRB{ou$$Ysx zt-`d?=N-=f3$)NrFLC$7&TL3sjE!%7y7TiDujwfRPap6VKDmwDJ4i^MY1%}-OD6#9 zk^T!La18rB?kTw!|99Lo$Dsz-WO4%%o$YF%T`g$M zOPLGi&iOE{w*adS-Hwt0C;n-yhk~Cqi>lw3Y(6>Omg(Wv(!C~n=k>A||nb&zC& z=`66HO^LuewZrLu@#q0GX9^bpG<&*>C7Vue#-k;h;&;oADcDTxI*6slOc$|C0@$ zIFor)KujL=UJ3o?GHoBQyT%mPlfTTI?cyhX{TC*SwO`DApX!8_PaPC@Dx^wQ%+LJ9 z-9)>PZMvJ^cbyRXR9CEgtS#G4Sly0R-(aJ^g6(eJyUq=oRMaZgV;h1F-*S^q{JBm)n5Rq|q0<_{z$ z?D!7pD!=1?d@H=Va+R!sX`Kc3tXBKI)G6x~ z`M!(SZKoO;-3hj8sYOlE?!k6!Ed>8O9@+l2rERNgzl{t;5S*K|(YwCK_!r9FAKm)r zyJb3Z^Grzczb;Y(oKlyfu3}U}$gct^s>v_ZZlqSDgE_L!vhA{==Xc z3o5J*$nzcZOsHH(%~gXJoLJhww*{@e>$9DgX1nD&a*9`|D2!Ke!+QoG>|Cy zwuSLE!Az~`+Z@IJzWRUu#s2d@{GWftOEZ+4mo?t}9uGOx4?S{FOillKqiol<~Vzm6NQQ@MZs4c8e^4$Se~e?|51e6u@T zm0!J>VdD~ruk3cMLxzp`|KgGDo23N(d(-FAjIw-3?gq%{m^K=9?_WlJ^OTzxGG~>U z0KG5eMS>>v>O_Gcskv!@>hY6l|3WR&2|wXgM2>xp3X==1ZeFJhv1mD*V?{#&#ui-HG;#MX+LceZZ} zr~5Zl?Em8ZH&h?~m8S8pG}aR_LmP7x`(uvvLd?+CBJR|g-6{WP=3gJkH$|`0arN+j zm+(7z>iFBAcOoaaGM_g8r8-)?6vWzkBEZjbJFp+PQPcLRO*egmN!{GoU7Q7$RSO5E zNjPKwuPu;T9K}Y?b<4BqtN3*B~Dxp(+0-F6o5UU2?7TD2^qEVRWJwiK^&-eB(Vf3wJw^{|1_)$a@^Ew=qb z^ziB5^2nWw-dw>rTbb$V$5@bV<6|zZ^8 z^%?{vju@zcFHeeMbFmjAhFna~f#o>)_)GLtKhGxJ21X-4&o8-qRYW@G9uaqEWg8}g=5Z9QCK_91Z@0R90+=8EDoq?(&!VQtgNFrfZIm{ z3WhNT6bvKhXl}|k-4mFhERq5<%3zTYm6(p1z1naF^X2x@|%6|Fgi4s!*Et6PoxwldGbL2pWZCgm2;aXPsF zKRm52WzI6a!;XXv35RvykG|P?J^Jk*yig;U^H=`y&J?|lH)rnAYT(UgMjgLb(93fm ztH$f+woikQ4F5t3hd!jJTbRI+;q(-Q`4>=7g?E2#Wt!4X0fhPTF97DnKT)A<9k>2a zwvK%U*^8u0!tXj{PADB|HC#Toed6+O=tn@?*8lY`Z=|1v!I-w)6#c?aCOJg0E8 zW3NBuFT=x&8RiqgUKhgu5~}%{gS7pI2ZbL}w%W7Blo`FycyD@YiH4X8cHkh&C}ns4 z8!Nyi&{1y_R@q!yo_ru&5SWAQe8!WMK z4}Ba``kkVyh2Md$rsjR8=xWyYU0a#-vuB1*?k`tYF$66vVU-TCKz2h+!ykX_9(BM#5Tp8Q0iP@%jj!zN9+iY@ z-QE=+EcUq{^h#*3IQIJ^+r9!Lk8g}LJ%u<~+Xq(5(Au8RbQ+=Iw!h*Ds6FYD$K>8! z@ib+jGo&r<&QtLck8=~{TOWOSx&2Io?p@>K^ktKJ+i`9A>(=iUO4(x@`NmgtPP5k@ z-BM^wv>mSsaPx@!@Or|X)7T?fUy<|&()q-0T-MXH2u1fzXRy=Nq zgPf5niTe8zmZ4db;Xc`{w_;RVu*4-6V#8+zq4txY=J;eJ(LwX*&7$5zqcb)?ax)KR znxa{6g{|l)k_F=o^z;L+OPnE9ZZtSvv>VTx3|F_8jb@iN3->cTsb63uaUjd5q@$QIrjD)z_eUCeoPRpQBVR9mVmeHO;I{E)B< zDdul7k~n)Y{91p2fzY|sro^FKmaeES0TF1lab)uot3TU=_e=5>2Dq(`WgYJJgoc^* z!wobpovV&<&+z!bH^!ea{LFTItgeyw%V2SDz-zWzH#5grgGa|_s(8DG8kc`v%3Gnb z9T(5$QmYC!k|=YJ`TX>+IPb>g*eg9xZof3pV8ZB_WoV9b^}lTo(@P)PGo1>-xZSid z(C`&9Jg$^3;lpoQt73f0e7ZXqs`a!cj4$535M9zyn&MO_cg=R(S~2~+T9=W8*FepM zagb@3o}iY!Ty)AMewJ_AZDtAUm(@6+7|cvzUe_fju)jNR2{z0P zVc;#^!@i%!<704FK9gkKocep#cNd(c)5ha(Xw<3_eKw9V#~A0Y_a3aYTe-79Z(;C5 zx!nvG9G4*nHU?S~)o1(>>ErPuw=^@bE)!7H!!PffHi)GedKN6XOL9LR@eMaVdO6__ z0<@RqoN4JcB44E|bUc+ThVJHnTgrWlVkDe1dVzNDhWzO6sM#SHi!ewNQZjWp@A}>#T^Rbw_V1 z5FVgbI!ooLQAdrja?$3OiR~#t>x-rGF@}65(wwML`MBMhZJB6JHbu|rSN@@*C9LCu zdz_e3GIE+qWHH*sKx?nUM|)H5+^m3}Zkf{SS>h>qV8lx@?Iy}=34 zoZ#$K`Vt@-0BHj$&vV)yIQew-?_IPz$jek%fogsi+50{dfnT>u8ILDvF-`8?9m4c_ zD(`sv-LBcrJwADD{ytmVx2>lWBz{mmzSyN$E5Kk#zS>((zP(i5KkIDOxE1o=_Yh=PZ^-j@l?W8YLlzVti5a3X^1b?u~;D za-qM>rubFYWLRtED!#uIA>P`%hMffX+|$NCohi-8RmAz*hz8`$KR7UdYb5tUOXpbV z`2?aHr?9WvZX`EtUdy={b(&1KDL-|0MY~Ww)Ak^5KCN%1Va5Ic*;<2H{LdC`vaN3=OSk; zhu0EllNiLnMoTlgl{>gwm#45k^ZUx_k(pM>fJ3E@C$nYSbdad6~>c z@FCbw(~ks-{{kGXB;UG-0OkKNFDBE=58;MLRimWLZY|=r1rbmd^Ch8`69B5Hw=jR| z$Vje?@x-zGr_#0`yT2ciPX-&2k1VoQ@%-x|)dZRy*OPqfS{sJyzLs&e2m7Q`IFf7$ zKXLJuU)B%IJ@VPCL0tEt$%e?8dnMRj0u3!-(M$auksDu2GnS*hSe_xSLRkV1p~Z(H zze?qINv5sPZ|*I)p+aRb)V|Y zesZO+Gp8MKk*G6<)tcaR!w=2@5Uru&4UAxXa&vvz+U^@6boT4Zw}HRBw)8{jmnj?{ zS!w9t#xWoy)Wo1X)JU$ItcUn~XT433vtk{Z-W~ny0SZxgcn^F#;GCS?oIBQ)o2t*k zNu+lV8P3`k!`YEwQ8m7GZRJi$?wNmrh@4?s4+d*Uu_P6?`u<9-gFN$ibmlX=gFl&k zD|P(^-M9-zZEwc$MlDyhnl^J*sxl5aA!IJQ&)OZO8N^HJWVh>WT%jvn7~p$fq?mLQ zZZNbX;RqeVZL738%n6^DA9H_C3KBqk9t0Ftl*$jm0Dh6PF`*c{gR2Og<5G|t=hP~$ zY-NWILoOkf+%HMm>DnCpsVi3jO>axFJ%D7^1+4p!`*&zucPBO9P`m!m1ZwxVK-b3PVfDy7@ z_&px_7Nl0=dl>y}uDnKeTsbki(p1q0)AkM9;pzXU==x96*e1GLvE`>>t4jXtq<1kt zK7XhE*K-3clEP&_!@oc~Fy;wFt^4VSLb5Wk2HWi}_kuuYL%yK7!igb&*19mP{olPq zwpmZ-`E0YpdWq1@#ui;UL}nTyc=R}Qe_ozxIg#*Ll0*yHw7(;jXGzKP_t zI>%p{L>}_VQp8Jxp%a`tBB#?PIlB>~G+hY#7`ub!HX)m))r~P|#(YXWN8k5De@pyj z4`RsP(c5qL6c$QufZ3EY=MA9bvoK%fcfw`TH66XuX|!qn706=S#`C5v%$)%J1>NiQ zj>VdrdssCBf3R!`&4js66AMOfsJksEQxOby2X1l=r$Av<$vOwIlpM9lp%!%SC>_ zdf2PZ`ppJG5`WqKw3HY?g;Xe z?x_;^)n6EBE+ma$MoX_7krxwhkhQ_T0~1uwGSJh)$*K5p{nn%j6xzX%S1@S}&@mjMGWe z*843K_|AcJ1Xd2ZS272Ot+T;lWB?IId|Bu+f!Ho#ZRmtS=7?z;C)NNu$!W5OKPV1tz%=kd$w7~_9M{{ewH zKCOAg{wGsO9{N^@Zuz$l|3^Bh%=WWZoph2$*wFjgPA~k%k^{b;wF@FT@&z{t^)JFm zM}(RNA-TmOawO-TOMi)XvE6XtPxG|Dl1GHZKf2k61$)ulZw$$2Ei?bVBHcKM98Wls z$QXo%Z!k8@Ij@m44>mY&UiwA3E5sBu;l>Y) zlze($V$_D7*1Fb?`TP6p;JGg7Lof>OiCT@My8{?l+b#LiJF)@Q?+Ok!>u(zs`1-ch zQw}~{^%FvRPJs#7xi?#d%(#{ z;0V%+Ip)dVJ6a=Y-4glq0-RK%tD)_e?G6I9+)bW*Qfx_s-U>LQn=vjH@MMKwV}kRX z`~c3}?%?EkXz(!@ODKeR$$j=o!c`1!K>pFmACy_LQSnftcPlO+x?b>OvrQWpGkQpj zxN1lAvUo-NqWLLX+JTmBR5evi_mv?mn;*5S~9*flN%m+?tze~VUJzGhE zd9y6Qq|3v6c--S8zidiXz|bFl+~MEZL)2q_?fcDK@B*zJR*17LVKF7o^tNUl1Rivym$B^-Wj>ZGWke3vMTK49adlwXGIcw-vz(**sF1nz*fkc6z&>l1I;iGy$;L z#!W&taSF#}2;Q-L(GHU8T?1dO+bQ{73OE9-t_xoa z%+p}^fuUHq;TP&{6;R9fTTJ4SQidl>Vd&nRpK5WEjR3p5F=K&w0}7VBu|HJM7|B~< z_L``CjmYcVAn&TTT%gE(>JGpn_`=6OVt^zW-5G!q$!FFKA)8zZFL;l^a~q6Jba9ev zp1j8(`SaBuz)RE@7eFd|h(F*){0mAs^p9G(;5B1wgaH`(;lf#v?oX8$pe<)x0zVo+ zHXXQXK!@2>yp&K;)S^#8<+NGrUJ59N#Cr}(D8Bitv*CF{T$4GwAPKsjLV#Nk)yWCS z<~bV;R8(v1)fI^It1)sTH$3}ir=dBhDtsXad&;)Sb zyI}xvCV2BEgIt=abmFE#r*6;hP?~gc2Ef6U0MH3)7zNamI0oLtoaey^sXtKzl~sz% z0N5NL<5aMwD`5avTc+};A<+3leg~#V&?W4dVkq~ZO2Bz0ZAyF9Mx#L{hQQ@IM?m4u55-`J$b{znBzT+D+%tYaO${z~_RQ^FWX#l{56DlDAct)z(KvqtiU1YOZqagyw`zDlTNh%benJb1UIPT zK)t*$WuOB|iNV%jaxOT4lzO2OWIMpwPBGq#zzO}C25xxwhi`Jc@EUT#Vm%k!ok<=xlDn?MY* zZ#y!ttbibZ0BR4pdkY}Tf2<$30lLejr@>Um4UZ?>>U9IeqQ3{E+db|x_|8DDPz97i zZ5L$ox}TT|0kU?%bJ!31>0sa60Qw-Er3U=|-AN%I4; zWDA5jXo7Kl0CMG5<8I;xqqq&GLY$lu{7MO>$wD@XMFw?gfewBzTEhV`$n7!*MarWR zh`lL!Wrj^))E;+$ZJ-yb0-|0KIy(YL@Mhn{C>BX&c{%ct96x9#nNqe9Zx~>fpM4pm zlA=K((g73+nLz>a!Tb(Dx7mB0V5q?ml5s3Dz5+myHk1dR;NLk90%FX29OEPxFK&S8 zlS%X(=muK{o*$uv8qC!003yio-AM`M0=sSqalS)#1eZVj0S5-UvkahLNQ539uucr7 z1SKPX!tg#Aua=nn=-D(p6} zQvr=&+lv3`821sda8U##C)(2tZglda@hgx`RpK6arSfPKa1VBVh6=`U{yJ!#JAnY^ zKP4a?5Q%I^c2Px5K=vMYfYVTRdWAX+?Z*F(w+L(}$$yqXvbAeu$}|#=!3oHT+(My{ zKCu(f)RY$qIvi01cA{ZIJ-C2`oB_Ks?_Fc?>KT>^h_j~K8&JOHDGc~tx9z|Q&S3L# zKY>rb=gH`9HlP9B4v=l2UhSSK5J2wof6YqY@Uv7xJy!e-L@x4n4G#3?ppCK(!>$6o z%k7#sglwW;41!|g^MH^vp-4S|1|x(_Fxo#!0Jy_^D4>TutQy!Tkk*Slz$_ zL0$JirA}TwfM8PKI5Um_5b?qk!7X>D=fKAME%||g2q6QeO_9qTLFejI&RA%oqJ#p# zEadW@1+0W4KEr&0A8KJ!P|F$_pnf(30Dx~FOcoSpRm)_)HQxaE}8T&jZpJOJkDLmd>b)QFS-{=O}oRV@&d z{5k>(CVVRHD`l+~U98&A^l8wS{iAi$iJ@SX+yJtkCo^C2y8!=ZWXXmijrMnhhwAq4})RhU)K2;a74!SjNa;G-v9S@88rjvd5fd^XD z0r;XZ5u(fYl*}In9yg|_bf=S#L_VSC8V>04CAUv4FzcF#DU>Ipea#O6K0d*d>drbp z``3{NEO|>F=x#~2Ns!b%)kf7 z4o9NOCe)qT5+!s^B$w3k>ykcArW6VBd4jjOJprVGT(5l6J!8s+Dn=(337~I&OC}^q z-6qpQxAw89=uc?S-+|bVYWb3%T-!jGZ|H+$G`#9;9fDdAU1JP~1cJ2l+*v#*XS%4O zVzm7GD>Ksq(}bc%3x|4@aT9fC+fz-->YIh?IiNe21I@g^jV4c1TuM=y`nH7b^gHn8 z-8?kt*R-YsNTvLES9&u?od60=VYK#7ue&=y>3m}sXvz<9@U-MlkI;D=2buoQ)wT{a zEt-BW(yN{uC%i_gp^Wr4FllUujm9MoXs#d zEw~m5Zvjk1d;A0p{jk<-;h@|!_@_zT*>%$2KdGq2RJqN6GPYtb}`@dF-e{4hB4JGCvJ)j)Elss84G`;EcC zfB80;h2*E}>qw7^%2v(kjeY=8;W|06=$h~+bSlX&tY|>xDxmM{rgHm%v5EKwW?h*$ zgc|^6nsr=CkpU_(a z&}w3M(KWWbj_U*M%UWy$j9gR%pjF3z-4?A)zLhRgF)G~m%}BI%q@2ziOx7oqV1Avg z=u@%UbkQY{T~pNS-Z6&Xpk+-_-hiW~p{+nvetO&m#WNSxwrZLLIRSq)nIK(vnGvHq z!0B(`bfTsdaOsmp1Q@v+#7Xtde_6RVMZE&!daaFDcY5$0piz=G$Qs=SlI!~P1GuQM zJ@?eCplp)4xob>V0|ACW*wgeVttcJJyaPs4WtUmE=@aqU-P)iV?SNncWXJrvJ}ek6 zW4aAWOOkn$k5PAw4!{}fNvtaXyA~Hliqv^2qR=d z1c}H3eEWmz0S1fwfZ=0;`H~-^&1hOI9Po(<|MoGL6%)`O8v&7Iv@IvVav-?M+JV(7 z5crcM0*PxXCV&F#)VccCkrAfKfcqvDGOy!{=#wVl`~!JNYX_Nw3RVDJ@YB1sKIC7Z zU?F(`ze%~=(OKPTQ?XiR6c{Sy z0dQJ10x0X$sVVJL7|FO(+exL{bPNUPo7R7^aF7|zq|2|Hp6CWs*mnl#Z;R+`qPp_| zBgn)g|1A)jjRLdo)@Dr^$Ncx8Pnb*qZ%P>0Y|@3xNBQujKWo6%6u31QmUVFux+%(| zeQfaiM1feO~3q)Bz{sa14M>Yl=ep9%< zj-2+G17m^jUIMg9W&s+>kx8X1Gwl%sS^~}q`E@nx)PR;*L=!;uwg%1AO~vE0{}?05 zM*wv1S_C`M7<7DIt zwTX?^4m3?JzJTWlpx7a2Ow0?)RuEuFxX7hoZfmliQu@;*OxYyXut18~_(PLG1*AQ^ zy7QhE$ZznKw@12XEpZKKBp^>1A)eyxz#QyZo~=kr2b%uNRlwp~LEpQ610eL19RP~aMv zK3Coe_NEVqB#^MLJQ56O`83!J%5d%;>5{!#w?%*~xx_VCIspA0c<}c{?^xZj`LhCz zb(7>AK=x?_AkXqaHV!^8_8lN}2o4!7rrk}}4jh*dFVj6g6O9^x;K7VQWf7({tzf=} zXbjbzcST;2Sk#@5ysZR=Dn^&p4-Y6O3zimuroPx+aFTGbG6wm3ULyh}$N>}svI{im zLuMY13|iy`hG|a@c$O)l%qFHldtPe-#dPGr#5%w72pc% zID+vLdW&Cu(;HNku$MsjZ!0PPp$sYXWsTgLlN;TekMhnJK1Dn8-hHR1eg9`!-Wipf z&5nXFVWkw7Wn+`Dp?yw%0>mGt{H(-9rGP4=n`pT#K{MHOk zy&>4Pd7(oey?(i*RG+i@kb3E1ea<6>cZQ@I<}b8WZ`?9WbX4!&Uy`clMsNM4J!)Am zk9+xeNzCM;KLatz?Ne=`@9x)jLDw(Lyw};51nP4h(lLL`blUEV^<34F>MeW!DsiY! z(M3u2O5x1n#93w4lL@Xf%a51Uq`sFGPCQHB4WDlE8_w}x74tb+bQ96QJd*fk2J!oR zy_Z56(()buOnA>uj>e}KK_)sss!Jc%+g6L*x<&Kzap0Kz!28_*lh}f{8hr=ON^e_b z1={MFyVCC7DyU~3LGBcW_-`m?!QA_1ot5^;MVg-pa-Ym< z6=1Drws8=>MXqDk=jzoSbbg(rHmJNbRmZJ$D0-{DPHuIzq-Gaxa*-Tu$lxq^4w>@6 zr>5+t^ia(;?3`Uv;QNKS*J!Bi6ZeiVXC>$r`vp9K)L%sU;leMZjPyV{ikTD8nNL8}R==<5(4J0JDe z+dO*8<@qnPO)hSJQjs~gjb!f9^EsI}fmb~jDru{E{274DB{IKp$c?ir<*%L(7oaoO z+bU#^4UdwzX+9RtU6%UkBM&;F z_;w4w&fgh)H8w-f*J4We_4eB4Ta(+bw@=ecXem#<)+)K~E!{Wq+W2iAeakNByl=FE zRI>3Sw+pKgA4B0}fp1)jPy5V1s+Pl!6U*Kw@*+HEeYZzO9#}8w8(%yat>UYwWF6^C zLNFhC`G`uHNyV4F=cP{Ip9+6iRD1JYbxXwM6N2v=u^FWo{)U&o-oEizXWC<14&s|B zR-Q|*6m|o0C%{UuA8B`DQM^u+ed5Z8ZhM>Y?uCe#tR_YlA6)#D1bM8^{CR&%xvE9v z+vSKIrm`PAC6x!{a9_`)QdMi}aoO7mjg#Wnvl4XZ2H(CU zqw#4eifu*~0;f?=yY2^+MFykv7Y}N&u?*C9&sq&w+&?s$9Mz@j{7-idL$Zvcu5 zD)1|YWeG|tQw{{A!DEIyc-a84p+5z~P^-<2dw6x5ucU~VL&j_qS8H|#jE(r@+ z^O91kNYWiP^Zvdb69!CHQ%j_6Ud~Q6NF+f!GQ!4YL#q1puX`mL&JS1+L$0=|efAaK z>V{oCQ~Q`w85a#|tJOL3Ed2xoBQ93zEo#?_;tCi(+#Bx`NHttk1wD(4Z~aJ=v9F-z z=CmO*82?t9(4T4xGJs#6);-*QpI7l{(2Fi=14DHuDn23B)T=tglS6Z0`F3?J$4l!> zjX(DF3;UT@riON#*b3Sv-M1#!DH#zbmle_w?}cGE=LB9_5F-cTD(>( zslpa&@hsQi@ul{yqWLnZxZ+Wd##Hx5bHg@^7i&dROb^8@>Q_|KZ*9OkT!v!h%lUe%TD)dxl8d$$h}*dA^;&b#fqD9LlN|r1^75(3%+bDw3Uxu1(|andb@$sUr`=N+ zNGywUNYUy*UbgxCgxCT1x%-mFiQabQ&Q9~O0-MfDQ?nVPGpLW=i$h3J7DvP0g%KEbv7E{1%1M`Icb9WOEGE%yzNzVJ#;psTlJc? zKNZL<;p5euou|fZMS^v5Ad?8u@nWaR0~`e@*5XM^|k;%AUh(5DX(s6NXmc88wV zY;v0|FEx!hkm@$h8;8$I6O|Vek)lJ6^GA@f+h=zCLG0uW;cDWW*$lgCDQo*kLDX{G zh7HwXD6;x8MD%2noZU9G7r2+&e7MHwI>QM5ryH0nAGV*{Am7I!o2K1&VJg{tiyroD zu4CVl0zuBUu`@LmgbxOf`+8*-osgotY?k5~AqlbBFL4|4oDXuih|`-sH*B`OQ)!yy z3a(wiJli@6vgDf`6bk9l}$m-8)~s{nnpGlYkh+s@J zdwq67tp6oq{dPyuN!+~U)ewWk9L!IDPEEdOkIyfe(P;%~Q{BP-{ANa(w&I!(1$q1h za2E3sh7$#YY}hyb_ScJsvTOoG7XQYHMZHaU?)LR1xBX#Se@}Vek;H3Fo4m2`#IBax zG#@?C8&XNJTf^9;7E@ym366VTaX)T|8i@>K?A44ZGK4A2wgnwB-*l|rn*aS~v-&yF zgl)G&)DPhpv{A8|G@D^)tRRroB)9U^>f_6)O(|#Az`<$Tq27FI5qUwU!?eDh(}TS) zj>}3LZ{Fx0$Y71qy&vZ4`oB85>VT%cFHU!tl;j9W8C{anEj2(8+-SaZcc*j;hynuA zj818R5z?gsQi`B-3jD6WKb(8_-FNOe=M(oa#}kZe?P9gwm~1s;uBOy4dqP#3czEes zdYTpTz0XM_R&SN*apG&RTW{i{MVDEAG!bUig*zL8`Qt^mPYh3UvHI>Bd5VJ zk*)}Mvw`S-Aa6<9cZr}S_DzvnczU|^mjh|FcIjZT--vLLZgIXqUUu<_$j{a($+$k@ z({#39$0*JOa0foLLX)?`t!K?)Gne*D>|6U=Z*^l7TA?eqHs}L|t(>r80lSAxI-nZxWhs)6KI=!};rgQW#Z&Cs8Uh`kn(HpuAbN_}oB zsd~qA6K_qL&A!ZtCi1s6Ybf)nzyOl~S0RJLiJgQi@5{x766?;@8+%0kJ>z+tq~H;^ zlP_uBtYf^*<^YqhD)Ot&us`YRS<6?0eRNMcvsk4uV@Cf&#COp>W^4&|-5T)`+V|!y z$=+T)AMxK(qox@!HK$9*+KsoQRY4@kjh8Tp51#viAJvs_doQ_vbD||C=D2+RFz?iZy0H7tl*3fT zUGUPyZeEXYy)Nzftv}~cYPSLy*y1dM+^$~ic3p8h3xf5gwn(|oC%}SSR_%W0AO2-v zmDfcoBJ&^bfT6!2)7ag^Q!zaIwpC-5P6F5_*fdn7nI)g`-uOzGb?kdacZ9}nF1d&> zx&#)LWaSV`J0ao=6CM4Qjd7e!iP=}j)apj1YHoZ#r)s>Aox7Dr&Pvzejm3lp}!D9sc^JQHfGXh{%Z-)rCjgx-w?}E2qHPX!S;|^~87m zzo}75G|8i0;CI)Zb8v|{V-*G~Cb=&M{wfp!2PbzAX-9Q6VuYHZ$$H3|Au#LPt;6!& zLu90846_UFg2?tVgKbk*+6k{+F4!A{wJo(pob7pen`Bi7B3s1NFt*jaT6edYC6{$K zL4vhSGQIV04uau^5;$R|l3?=ibq!zfejr(g zch-+-$F_0f;omS3zOu{mpjxF>2a&%BUL~$0ci;gid#))TvV7THB*p1q>$2zadu7SR zUfU_&gX*W(#Na+*GCtI{ZS?$!!3B~NOtX9F{h8qjGE3jiG}f9skWM|efH$@yhgCxc zWBLHm1k0dw{n8UTt}x@Su!Qov*C$$B8iPM&$Zp8W`VO;W|GgF-q(ec}xHRS$2qP|E z8lzx#qZ4b$nieoF`nt=W&NUVyJskW*IjLZS#2m&+xJ&G`GzPhQaoN9sGm%!k+ct%J zc+4Ne?mU(5%IXCDy{3Sf^)&hW-NSHQmjY`nb2{zfA8~D=xFZ`MtBhFL&pQy z%2&er_rKTrV!Lf{f89M43BaK32lOwmX&li4y8=~mMte25x86d)B^r%YN{q(V$WLn3za@189~x-VU;T3`wt5ejX+ggw#i{CHqq=zzLCjRrR=oS;~?)5 z=u}!dIgAENN{9tzugXL+0zGz589|oD8ek%;7yRV2j}*4hVP%byEGUC?r86d&%6|q= zSWr~fv+O8)krQ;7%CJd9wJfsQ-r|F5_PaQT6uv5v)!$)!FPA=}!;FVWz!K*@5UQ{2 zsFC(4Ok~pVFmoybeg_tUS{clNQ9?nG(elT=Gz7O$3py;j*jZW{P8VO`SMv~=)D(vm zDFvrv{x*aT8(u|uD1-X6*^x=gW>hv{B?{e#sR(t8uOJNpA;vU>I+aQaU*h*05Z%Bo zL^&Hh%(MU` z9?l3Z97YkPox=ChR|bR+igB0E=FndP**q7OVMD2XP9A}p?SR%$yYH*Q>FNz=QxSjF z!9`im*TeX#@~CZ7_%bq5$zjHkZ()IOy4Wfd$Zz#SkbHLdkH4S}jjJ$_B;Cab)W>`l z9To$Xz(n$CF4=+e`--aYJPFYIq?mH1R77ds9y$yM`3$VEmAeB*kMKb8tbITK1-Lo~ zV5Lfqh_Ij%3j6`WW*DjO*(?CC>H?pld4$W;J{)05iCE_5R5}! z;JO-EC@BBcP7*-z`R_PBUL7(lF!Ox-D2{Ja`#U)d=jmrRP*lWQ&j2`VW)?JHcoGv7 zbej5>6vQ%|Q%m712~C{=P2wn)V?(7EB)u9za+CLgiGhOw%GucHF)1U^-FC zu<}+jA)A|gHuljTAU45v7+;A(j{EO4g#0r@(h=xf#uzAbC&?EA^2n~O-X($U(7Eh^ zGX~L6SCC3#2;fIk-!PaZdz3)-GYwI?ONGC{jw-Gv!GY)P%FY5A*l2?e&UlNmpd{qI zl(Vx~de*}DF#G8KDPp7q@ELqt38k3*a1``%;)N6oYD>#cIs4tqs9jKqp)IJ4D1vc6 z4Uq(i2VIh706g>vLp&rJLB3rRV?h!1EwZDqlt6jQ5+Jh~jjK4m67qklKu^7k<4c5f z?E?%}1Llk9i zJgx=3H>OSl1=tVxD`uzFm$4(0S{1n9u=xw1fn-`x$(RDf7wCG238auL+zS>_V7mtF z?%VhdNg6>~Ac%=apl26=(D)t(B5bIHxBMXfz*F53=xa$C5P6j!Z{T0E2Y@=7MxG{v zvjo9#`D`JHPt2h9MleUss*fDDQ&LY3S~3!$3{b?65`u!Z9#eueq5l7>^(dBPL+PdN zvLmYr#ysS+{iU0MHK^-UfOzJKK4M8hHGsBLOFa(@%w*c7kMv&2^Az*qFz3)%SFFV_*a4`Ira{6V3P1-RQ6fNp#%N#w zsr}bL05DTFkcNuU!f+VhGpt*{Xsm~Tn5Ph+EdOueV8&DZN-*PZDrl_GNEhfxP*NQ5 zq&JR$8us>$B(UMMKY+kTv`lFTNDk2ZOPw8ZSa$S#0Mp1TBM9h-rn(mph;Y~@2yNTjMsgp?qtvWaZOA?yf zi{m4tZvfL_w2#@5IK+U5}fxvGIRDeT~ zbY6k{Xkvk0MxGB)BKgKb06&amZx~V$v{c=|*&XM6zzPW=pf^wVPviJbkUAh9PdfOC zi{l$3;MEp_;QI%;pJkHiO%HDM#nWShm9vF7{y7w9ACN+T1)#-aLW7cjw^OechvWE^ z;wQk$8!rJ5SbBZ{Y%KL1KvuiLNUhVYFg}z{nmIUBQHTVNZ|Ly^>}!KXs&Kkx6j0OA zs2kWYx_&!>0ja0&!F|!n2MAc;blpKY`)S%5=#x-1czJRb$2Z$p3}_?c@fVOeqZ`PS zGd7PM$%ile0~}vof?eZ)3?#_Golp&ObDsQno5BZN1&VB*0kBpj{Bzu~9`GW{P2Z@R z?Qh`pkEj(8a8W_WHrS+-6hJGUjckA#Jl+6xj=UQO1GCm(r_Q#w+W{@0IvoRCBjmtq z2RD5>wvWJRNt*~WaGwS{&<8h1AsN*-z(2hH0@Wm>0QJ*0>H+ZCs+WQDBjiA3$a({C zk&6u0b8!}w4OJ;H>5}JWfQQA8UBN}_btB+LNGU!AFpNhl1u(Nrkt|3SNpuzU3#_cm z2KFu@YKIj-y}?Kz2@%n;I6n4?SRj3x;VICALPg-o$lg*A3uKlGa5oCt2Dhy|E6(!S z>dD~FPv!O3*nj`Zv$%Hm$tv`ISMF|;NHC)$hQxA5*)PD4u4pXj5Xn}5jBd$^6@zX` zv&ZUAH~Lnt7o~T+a2k)Qgp|^4AU+KumZRCbl2o9~lsWi2r*?<&y!cxyhwu{dp$~P*k)F#dyByJ zqaz4kVPj8^`gA2BzjR1ZT+%cNl`5zGKT0M z%ABM1Im#}r@nbYWrL=W&OU^ORupIQdIuJB9H02N~!zqC2t{gjvNVm2N%aI&aI}`S! zi#s_I_RGtlieT^3YMR3n#3a!mIfU*R%k-k;DI{Kj2DFa{_`${_I2hIu-#Uv1P;AG^ zPHGm$(HbC)h|6TmE_~pqLfYLKK#CuU)Xa_icba_jl zEs(Ap%q}ftCh;NEy7l2Yf-mUhcj)Mc$D9HgN<~8Mbp4M&2Npwc1le)LK||HEi$V6i zZ&mzYHcn4^Q3+Ud0GI!OdExb;N$wt3&7%$ql;Yu%o?}1*i3Qa6tjtt9TT~ z#}IJr-U(8xS^MkhmuIk+a)|T;AJK!qEcWOuacq=S{pcJiCP1s!Z!x=wPL~17r)y^b z+fpUQ4aDA?hZH$R(f-6>pf?3n)3LS|nR8XFJ{3YBn24c3yN-}lKQ2bM+z}aF1uS{o zgxNI?$WX0z85))I^o(YB5YfK#43I&u3uG0hK^l*uS`gwCpoEU)wk3Vq0qs_2IsvIs zzSsv#LmF06+mfvDRKdXU2%aFJe&a`<$1JuI*}`4py6cGDK?JvI1Fj#e0=zS#Py|Kp zuYu$u`iEl%5&D$r;62rjXfLXmY(A7k@I=3RxTp`s7ycDZP?N#~5I2hPNk2-&S+XCM zkh-XQi1doc>BF+*grflXEYAR6`5vc{Tkde=jo}F<5(Gb_%%KiHAUZ_89i0XhYkI&z z?p4Sk&>97`XSjZOsXKs`<@F6DmNbd|G$66hR{&E>wKo9i%8vh{a_~nl@dPv4!37xa zB_INn`9W$HWk@+rfkfy>RX>ifaY}yS(h58(zF*l=gSPp*aA(~)@$S}y7Q-Waw!CF9(iA0i=h@k-yJM=t?2D!BaU?7{%ux+tCkXom&C z0^zPeuvtHW3%tz-QsEYH0hI8N{6{QHpcexEf2`AH5rYV1Y&~3y`G2Yuap!n~o;D01 z29qqn4*B>F6f3)nCioJvjAgkqc?iXy1!kaVE(sApVekWC>Z=WL`7KMj!_w_{bKA6P zvB4S28|i)&EhG@vGJDV!$brh|pE(Tz*1;+;&DiY%~aX1EnNA0G?r%+!6zij3pQ}x zdFxDExqh#-=X2}LH_-_z~e*|X3zvt9tELc zIqK>E*67&;T>E?vs-PHP0<={8C z7RHI3^gyhDwwst^lwCy1e?Wn+WWg4!M|C|vfQmTX22m*zfv}9iLz93=NrCW&(o2Bp z$y?h49WeO8N9`cPhffj8_=FoV74A5>NxG$Bzr)<9iB;16FP*q@(qe@ktv*0A{s zG=^>pxJa#?`%f#m<9LGX#8{vM{IC49EQWvl0=24ZWPxmX^o9X!L}I`UM8dz~2@+0& z`1a~^06@;PHHJf|Z$yrNd)N-Z2o(Uhq)w9of@|{ure-*6#||QLLAhPCSax#ZIZt1G z1ZzIxa|_F%USVdU-`FJ!`Df=#(&Y%14+Ix z0KuMaZGr)9fHc?w#cZ$s6oH4*u7%zoq=er6vbsC13l)xnL9DJ~6;ZT5hC)5^lfM|; z<*(XcOp*?yrTscqa_xcOGr^UWa~>4VaL+Ql|5)8Anb`PO`xW$j zJJvc^?~}Zthzt9+>wjXL{+UKl2b){-Y@xk?r%WWzg{lKaXU2+Tnzy*d*8YB25MHR? zG90yNu;q|5y|aBaR{lbcekJbD_cUg{C-dO@y?c;%Goew?FEh->SupHqQHTrfduiC} zd}u!f){6E*Q~{F#Rw6=7ebMyD-I4Pu-~9bS^PLUK+wveXP;}s-j6FwKu9P=04 zIzppE4y~R!=3;|BOFiY({UW0`tOsaL;xiStuVkDsngcNCH)KEDkr^p%-oMmT8uZh? z9eV!wmi054+0OOX;#~_Qy|GtQ-86F-RpPSNf_G46v7GX!6*g@s9w&G8@7&rdIX%Zy zSIdMlTkP4sFq+%GM!m#Io?kK~QGb_^nC^=~LhRxK^sJ6op8A{)=H8q30}#q`_jSVoQ$d(fA@$ zAKmMi$_Oi@ScqgSpJirCU4FA0y*{BqXpeE}_}E*(k1Bz<+g=IJ7_*vl{tzFEvGO2J zaojN%{M8NXhxy_W9njx=ou<~=+8>xka zWg1f6A@~5VP?-HeRqKNZ1_7Jq{pb5wY5mvJ0%V(56W2;BQaT6}<8}CR3-Xkj2XZEHHPNEhol2rM_y{2AG77F1h!W{eJCjT_Pylv1Eg7!t^KxI_MO$$v_Wuc`G5CG zCW?BiY~^(Ys!E}dG_KqH0KL_<>J-J62aSpq9f7HlMgjdQB5|$GH@$CHEg1|J5`vne z@75jaYYGeUaaONJ!XKS2+~pBPwEB87>*Z7zyehNFw|Cb+b$6%IzbN&<8xueHN!pS; zv@EA|mok#+ ze2PsoMpV#RS*3nYa3P@q%PAJ|&NND$1l{4*!H9g*Ui00LN$s`C1oD!z%rmx$>JYuY z;K*{-K+A3=$yp~>Zprc0h4&Rt2~XmToq2l_a^Plh&1`1!u~}><56)uu8C{OlAyfWe zCx7HIx{Nlt?s2b_X-#hQp1=1%`*fJfd@#mxZ9?B~J(TO*v0Y6(PM)gN@*+~O-0Aec z8`gJEZlxr3F@L2pmb!#<98qUrM<@&0QgcfSKQrQqMFbtB-L1>NY%*!ItQOix;XlBL zZ^f=@BWx0?H?i;4kJSAxKx35QagE)Ao&8dvP3M1JVTln_(`_5GiKCHN-ZW+=3@$6#pQN|3cLi z%GLM0o|(H+wUg7aAvnL{Y10&Wv%LV-9!bZF9HogqbzT8~+R7}wev%lh_nmY?J^@YzZC6)Oi+V2X)VQ~e}tR!MeuE-%{^|3<_1 zYjCM7)7!?eO0Do|(E+PF%|!6RW}dy{Ac-yC4<7R$j(=WskC5@+Zuq*?#tLdnH2RH? zD%Md*kDp^a#3?K;@bTp5;_no-}_Q$W74Rd_;nndUI7(&D?q!9OiZ#DvR-c`=WeBxmi(8N?3zT96c()h*$v?8K|E5ww*% z_K{_+uPGwV13j_b(xke+-3^6yO~htdBXe6Kk0N#vx?$$Rc>APr9{Wrk@qbswB?!s89?I zla7$$GN};qH($wrHpf138(wpKT@TKch_ZNze=pO;51!BENHf|j87G{j`zKasRq|Xx z-j%jJd~vya6un1otUPMT;$)QKw{_Srqr0F$H-DVyN@Msi4hI=oR?WX~u-{Kq_U3sM zcv!3V8mf}3a&HWgxYqcs;b3Lsi()X3u>?)n11>Gx&3mr>FGz@qH;WWI|4DrVuJ29= zs}G)?$@ak=$|#HUrF`5&i6+H~?PlwzuQv{PCv5VDohQDZI&sKh5sMJ^|2k<9GC7Zy zueTWwt5$1x;cbdOtRx?Ry?CrtTVX-%ICNxGBQa@G)AmQVp?KaYk-D|jgN9c}6@M_n zkkz<|#Pg>T?4rGyz?JJ(#4Rw308{g4)o@ej{39me87pXXqYONue?3#{h_==A{o@Li z_ik|+8XN7g8t$+8f6aZSH7|AhuAd4^;n&YR;-TW7C-^XyO+c0V`_J{@3lBEk%sHBc zrn6zC<3YE{WEppvm^%!26q^T%awxB88^4Nhgi&2y{hc%zn|)SR!$+oJGwt)t>+JT}7PQskoIj|nIjnfs%*1F`Ee z;vQM|CpLP;4-ac2mCqArD(3`NEXBdY42EnfMB?YNjTr;Gx-`-xWZR4(fnBrmsiseJ zEfu~W_7Ex9NHTnk7(DndjV0~2IEhD^QGtzvxaMYYf&KhLq$=8$5&K{3=oX*9=1GU5 zHHSXgnb0PY04j|{iQ}p!3F9fVhup9fc#qkj+K~Lo<}hk2Dmc3+N=`SOsavnF|)^hz(E zX+;0f*&mbs`_n->RI@s(wazN%-i4K7x9iYhDik1GTakc24Z^b6} zctL_MqH88{w!YGKkzXd0il7vCkzaa?KXq?Cjbna8BV46Y zN!oILqaoqHY1TS|-t7ATpF8V`cg_=ijO3$zZmq52d4KcQQ$3QA(DKsnj>eK4;uatF ztM$Z>1q$Mxd^%zkpF3t1&wW;>CvJCfGDd7{gy(fZ!|+;_)@-1?IcBHRPu)YRbw=;a zAE`)hno%Oo-gLU!!E4^J8t|KvBkRt+Y>}i8b$ETfeHyEGG%~}(f#}SSBZikFLUi6T z_}#A4DB)RES8AbxSErTxhM%SThDSt7o7is!H3*h+q*1XBmeS(SQ8!g|!lO;Lu?%TK3b zE7z0ojW*QyZJzg8)B2KqZ>?CL-}5MCo`OIMgQNY$MvoXztkW@Dx+DPmV`)W9jM*2h_eVCN^8_O+ zO_@v!VY*Mz9vvx(`ynv7k_?E=KHfi~Fa1_}GO|OQPE=i^32oEHN+nu&##INepX}>N z?;E$gj)kua#lc^E&`S>wXG{+l%7R2%S`EE@v&&0+`Py~zwM#n-B6-cR?<4_x^fuHU zTbS#&IWO(x&r)g`yY?rg5!a8XsdziG34-z=)CI{r=>&hN(+MUMZCR;v<@Veem8kKt zZJTjBEBGlhpR{PW(JR+V_&&c_z&m&1-$(FbnSA$tghjH#jrHUqXY>mrJ3s7*%_AdL zvVu>%WD=ZaENXol#!swTvKOi@uxR)IuOJWTb!&4EIBS&!F!M7Bj1v$18+N(l@H9w*N~yr07g zx*kaHJ<`DV*2;$O=b8-B`=Vd${B3~+-!Q{a6XW896~CYkQqN>?pNh4@i*Fd~`UYKH zJ^X~%oNVcPn9an=7`pm-N};9~N%EWt;URV{ck3IqfcIgEPjwA?J=-Y-xu%RKU<7e#;2=E%Qy24|rKg{TmO>F%?kZMDrL&#SJJ zqjl&`vY}-%R><&d{ER?b|7NVQ>urt^_H5Sb@7k_X@BJsudrgnqwZo4=z4t8}A8QYJ zZ`OXuJ>GuJE)I8Z`mXjv^3PcyE5pU?@C|5!%~tKj-_96NmAyxQd0 zL27}w-L}r&8!MW<%5v;;RZY$%{`p0B`M0-(oeP?>FZjPOBbUwU<=`pY3(UwJ?6Xgi z?Nc4LvZ$)hR5{hQ`2yy(L{1?wOqO-mqJORbI{D;04{fg6C#QW|;Sdml{NQ335Bp_B z^yYZCn|ef!p>#L7Q=pKCxzYUl+$Wk(as5gI9R~q*v?`gNxqm)MINwO+vwDW!7L0ph zUnn8)J40&MvukU6a|=F_EZuc2%D9#ekGjKNNuO@bHQom>c}=7JuFGlN2uVWuR6pqE zZ(>%}yqTx{HP+;iWaiu|Rp%=!UrtN;t6}5h-7fRnyRI*1WNSuk#{_e7ipB;xuZ@k= z%(bNrZEp@*HMO07rB!Kacb*bE3E}%s5$;V*`{w;r^>sOr^bt7u+dE|VQhDc3@f9m2 z^4;2uaG27^_mz3zg^fq4)t$KeUCh^C`tA8KH9OxNa~;#a5Z#~cFVw_{&Lb@qglku` zYE_fGl@zYt;i_jbOjtGU{&*dlBN_4o-^2w?Nrg~%WU;m$6WTC{CCKWy=a=Se- zs@k)Za8h<s%8d-?mtO-_875cjBv#;7mH*JPDv_Z^mm+{}GboTN8?50Xi z{9Y^sFT1_LNWIe_?FK|yAtQPGqq8r`h3~lT3H7&)(GB|(2xO@~Q9p0`d`skNmwxls zuf8|90*~^`lPwYSmK1{-hen|fVdvq`Y!C#=UUL>D!i1tzYc(q8zxd13Zue4z({33r zhXz9?+C)Yym|Zx}d25p)=kH>V(a)!iQjEKv7!rJKd%{E@BAjkGjc>|KYMe{2$)OM| zqq?B^W*!7S;~mNNr}{zzRrv~5w^&NpS)Y)eS7uRQkeBenZV-7YUs?U zyY_{2cvqmj%(v$}jLZ^t6gg6psaTxaW{Mf$`Cl(7-~4fWT$bcjzY-YeUK?{H`4D?k z=}Er0=29Laa8asWGH7J>6KzQCzOTWhTle#_w6bK{pi=Gc1W;J8FaNs~^uHZ96KEmY zTTKcDf2NZ>Dhx^(tKkTr&r4iYKRSHT58n|?9A11bsaf~MNd6gE0Z-frw1Cn0A}D{F zw9Uj@A3h1y+NO>-_KVN*yRsqd?*d8z;=3xe?fLgnC;>%R*_aDEx&2H=qQ6MP`t@p#dbI5KOt5Wc9 zI;3&-om#%&?DLWlW1eSey#a?P8iRu%s1Xrw~x^CLq!w5BKK^I8jqc!||@;Zj-)yWLu@9a%7vj5EokH+u2_ z$~+xDU;flgsbyJudg?DRc|MSAZV&h}C+5P3wa4euCsV2XT86g?oiIVw{$6y`N?6}Y zcuz>*%49`rZr5p|x4i52*za77@~qkAC+A)jc6t1Dkgj@b>pl_rS-Z6({+!Zpft{b> z!ITn(?XItxE;9HEiEuKRF3I9cKPfEhV7w3VBME62kMyGGQ}N&^zx9#OG4?$5o*rPl zWf5|st4)yXXrz&ldQPO0lCfC)Lpaxxp*S{4)cS{zBgJX^JR|<+NND8uT?M*NW1rLI zbY1d-#kfp#jh8JbH=(i@cQxcSOqIduu7_s?8A^X}-v|p#Oe!^hQrHbw&mWN_L|d0J zw0r*L%aQVzFMVcTzDT}lyXu<#x)h}S%GUXJ?i!xSZBWvL>~-(X$t}l+E5_-Im>tiV zB>0Y}<{bn|I-bT@=XDz#n>^f8`-|UsUy4Jsi%UpAZpo7%huQg({%CL5W87SQ)`N@a z^RWc7Y|BEyq(F?vPLA{uR~h=4l5KSV7E@F47VF9RFz25y&8&+fsMo1F2&~b39o)(1{qN=ntLkR{Qe@?46lW`Ovo%Hq0;mUdVFD=!6hHOi|cY zK}Z^9i46@a&6npl@;0aMClFM(`tG+*Uyk*5Oka|>IZ2jxY7Lu2GG`pkPs0q|gM&4p zPa*?#ANNr3S6n)eHox-a|ca64Oh@qg|B^ z*3M8hzf7;h$|#Y?ek0pd1W#~{g|Ot7iU=d>f^Qx0dW_pwse-VhP*g!rtGoiGlxwA? z6Er!^@JYQk%lN4MplI^z`xq?i?+ESp+n$E?uCY$({_y=#LL9(al|QT!&Lh8w~4gI$DZ3R!Ud-)qix82Po{M$ZrQkQi+ znQOXz*oB3S>hbShM$NYT=a8oS+|_tPjauon1ZK|)9tY-mnDGR(-9uXQV2FtT$<`X1i)6SmeqOO<}y%4R&z^(w~n zRH`8X#T;zM5?m1IMeIuX8vi08yfJMv~BNZN3=*Kaj4buPid zEz;fRdHY!9%AW?$0i6nigN@&Fm58qrbvcE4Mux$A*6KfUMq7k*d>!B4XgP`s{?2gz zDBtNI&hz4JskvuQ`*(9unt1^)Y-n-sl2#zU!Q+Ew)rhe!wa%piF8F+9W68A3IOR&l zJ$_S_fwkf*${uA+}on`7ToVaiFZt3h42IePm9-Ey@>luFWEq?L0 z;%|yacgLT-=l_-9V9EqSCVM`(RifUzaqC?+{3Lnwz!{%ca>&_Y;cjsGq^^H5^!xr* z!^=%)YSzzm;d)n!Zs*Ml_F?H>IGg+0jYdLDxu+E&OGOf$smRoQz6UR5wP<<9-;?n> zmr?G$(}2jm@WI?2b%}5i8n^5w8DBVlio+{Tk!>g=mg1Kft#PHo?|*(hK=(7Nxg&8@*=PCyodAm=#7LJ3lDN- z#m1Oig&w(fr6UMmk^++YANYodcbZ>UDS8b}Z>!~YW2kFK7U=bP z{dJGfP?fXx5#q+SeMU!=%RkBO#2Bkx;GR1nHk`+BmEI#!tvHHYJ(+Q?KU1(!FX%R| z6ecZH-S$4=?kC}bpN^+_ib##SWeVLzEDu#p>gERHALb&SITB{eUfV7^@h)0r^D7-s zAb;5|Z)PA8Vdh#HwQo;ywkX=x;*2(el}!7uV?@b!^V{Y;<@9|Tks6F0-Y!^d`c#ek zeQU6q%4@u-d^-7+maaVXUtf~NoquXIVw-6l+VW0(Um;5zfVGs5Guv&MNUgZk34NN1V(EB%Vi`3!{Z zIQ5-IqaBZjEnQw#pGCf{(?EWaout@mqoZ>C ztkV8BoZmbIogR32grySO_6MC=TkCH@CslrSJSHV?VBrNqN9JKcH;B ziB-&Bbp%;)M6EwjYUKrwn>!ftpm50VvR0ww*=|eoxru11`c9!E;;ELb-L#se99W;y zLOfwn|4XxpE{=1B<5#hS=?ewQ&A!E9IyYqH<f# z`cCigtOBbnxc@!*Z*xJxS!0vNX0q9{>Rdik}!_-d_&c- zzO}bLXBU*nxq0~mb7u=ODsDAG%+Eyke|{9bV?XWlC;8Kl3;k zwuH2|3`<$uWJ9nPjlDJbtbb@G`!{~E!7I5zJ#xk8%IzDMcPoEDv=~O6q>ih;z#*eB zJ|jsM^dbU^-QV@e-=*SJmV}=9(_I(zfuB;~|KmQ4dneZX0L=`ew`^t3s*NsKH{c^# zSA9rcypsCvgBSw4&RsT{W9N(g*^@tpfg35jDLzvc8_TBV??qoVyDsOTju0`wxrnWH zD2y#@gD-m8&pDp_S6?GW?_9;N%oqRKv^zD)%ax$$xh9JtVGR3MPyV1gg_hmhpGELa z=cb9L11+wvh?ZLH6PC|C|NC>_9L*%S8lyYV@&~@!DD-{Ic9nhEhwJ3iD#B;Da6w?S zF;8vp#d)+ME#uakB7TQo{S7P@&zIi1rAiy_6YD;>pmomg+mNYB3S{U=eaZQCq2OM- zwdj1tC2MLEOMIG|>w#{ig5@Lr{!$H*(6%9mj6cyw57sPEq3WbLbR(#p)sA?m+fh>A zM?~^s!-2VkflZeS_;4cmIwhAQJ;EEcKXya-&5~h0ovYRENtRzH+ja2J>KUf%g_jFV Z{Nm&N9WEN${XHg{7rp&6BZ$uhR=k}PA4C0d9?QDj6SYnHJagKSYV zlx@aNM)rLhGk)*-e3y@!p8s<_&-HtL&;Ppa>wVw%Irq8W_qoq`opavP=R+`Z-#+mN zMz*v&P!BiTTkiIDR=4fFeO&K&OF4UcxbMlW`4oNP%Iyr2RE1P~;-jqXL&FXNBZH<2 z>Ic1(IQJ^KruA7I*oP*SSG~*n&U8fo8HZ!W;pkjxks`hJn1?SXH?e{Uax-F!u(PeU zvqs!m_dt*reRnp;wibQWD9t;|TQkklYE6gQ4ox4z3YQA62}cWm7S3Ou53SwUPHNsX zj#-`;AXAPvq#%?S81r;pFJT5fnMPpQC?0!u%a% zum>hy)ZLR9ZnsY1ZkPKfCFB)%?~A`4b(($-){YE!|9T8NG6XsN^TF!l`LD5;!$C)e ze?Mq4{Qe?5ab)m!*!5uY4U-E~k<0RB;Exf0F5E4gqV1|Zqs^zCtZe~N$)Db~Nmgsw z3`^$#MT_)qPBd#tppV-HY! z06MG4B|0)J?^YWizL%p@rutZrqf?Wk_IMx{rX)x05o|sZ3>yhf8VRl%2_}pLlSYDh zM=yUBJElLJqO||^sg{gm385DM9yA`#7I~t}Ihnz{_Y3`_@3gIVLL4g9&swIwlzMWN zbNq~cjJ{`~eEAA32yvyZ?r|?S3ac zn%GmRXXx$T27f+sse-K{`0EkeOIq6->Tdg6uF}+;I;KQ_Br|yYNV6kb3%x;R@XQh1 ztJ{Na->L~8{mY&$yGsxUj6PT8CHtD6n=k!~p_9Tr{^A0aN8KrvZw4v1bs*Ye)P|3h*;{Q3y!ohQOx~b}XQx6qR^Ekz3~`zJw+z@}+E18&CtpB{Pu`GpwX+dpHZx6yh)sTB+PV`8 zdbMjv#FX-k)BaBXYxVxMjbog+O!k%Ud*SCVAi=waHws7gRRr(auXj^rzI3^o@Ojx? z8Cx|=b>fdm!IG8(2a&{OiVAX_xLK`+C6fI?^VsG8EQ@1O<^M{{dbR&6nBF;)7Ih;8 z|4x0@AoZ@ezB0#um(1X+9afco$~^+(zOSF3WiI+JLft^e@SM}aiu+%U-Phq5r(b~L zzgqwCdP$*v;rgpW{UTdMSNB#7YaN<9GGcTn>pGpGbE*!D!MhM~dHsxua!2}#;2$G~ z?62z2c>c~tVOY)rnEPwtuWXUIi3?Ky-e(s(&(r15`cWJ2Lk91{#C`NLShK%gcy>PP zI-}uKst&)wJLI~F+I(TqAe3C)yyYLWx-2kFRPDyXa{qIT&G>oZ4Kxz683g)9qBg1g z0vY(8Ik$4dck7)p`Rl8oDX^MPCh~tHnW3MbZZ4X}w>h{9iW!g{p5yZLJy5Rv7g=^e zT&E-eRs#4evwqc$-}^%uvf za5$yxKMSFMnMwQUM##iF_2vKHk*@}RXCK=7&;wemfdnqH4{d)iR;#ThF-arp2V_TH zs8VgrRvL|p*Q7UYVIZ_>r?$_Ih=n2fg7$AP4aPDWnx*P68{7&Jm(39w0Dg3 zK!f>u4~BE+IH%ttB~)=<+HaK->I-z6l+ZGuBU3`xfsSV9aPq}qi(&q4=9~4k!;(PP zP&=#&bRTMmuL50T?XcyxuGb0L+aW!R(td(Fp`1(7e!@GU#y}^w6Pf^Y5<8(iO9c;? zxt}mszd+RGY;sm7A?n(I?iHeL8t9OSI_53T>emQv)<|`!g{KsHkMC9sFDdl%->p1d z;AEu*?K(jYMDj-ZNKCXE10``o7`#I7z>#QZZ4_d>$QMsO5sGB>}H{CQ9JJHz9Xn7$5K8Hu{w zy~T&yb$%IKZ`YBPXv{rQyn9d{Gj@j~+IS?8gVki@9!IpvNE8RF=}0_BwCPAP2dml0 z8;)qRkz5W|^N|vcX!DV34pxhi4;;}JBkdflmLp#|qAf@IIaqIwjB`Za9GT%@wHjIB zh_)Kp=3uoR*?TnFdgMU&6#y>ZN&Xi89h#}gJCApPH zDPG=F+-2CL8&d&D0E}XWXa|<$PdrM=@}B2ihW)xRn}CEFomdG&v=d8m2anPlc~2de z;Y8pac_Co{1H};S%#z&26FOz4Z^@kPa=}M3E1$j#m0Ee!py$6%Osh09=y^0{cFj^E z+eOnSFDsv;3-xc}bix-C{ohzJ2NkS^Trrn>gI~O-xnx84ww@s>oF$Q&SB6XB2v!u+ zz_f5DRJxg6UCK|LCPhD3`^Ydiz29Y;I~vxPT`}>!!Lo%k-nMiMjSPB^ShzTNWh4}= zO$14M*rr}i{wRTURIZ)%1M1Azi^qk zh5mP$pUXv43TP^Vf7$IH8+F$=fEG&Fl;-H-SN4jiUbq6$?_~e`@N9G>OEM>~l8nMc z0(;>CYm^+6?tT*k_%RC~FRzlKf~TkJ@OUq#qcEfxU^Fv;V_5hEd6m=@JcC___x529 z6@|#z(cN!h0LQZM3G*sxD|kL}9X`>AxmFZXYzIxNOv%a@%btEX74W}y$P>}apjXJk z1?81#R`E8W$Dmit!sW;-gH^Cjb;D>7f@4c*z|sD=6!-jlcJMBGx} zu*8>yJXQF~QNKd?z+MJaBtMq@T+t9$yD%xOLSkmyssB=o=G&pK7^boIqvaBy`R9^< zZgMU~lL0XOKX=--eJLiatb%91+i*1j6H*q!?m?$L$nd$Eg)e|tX;p!*3zc4Z*PthQ z3V+R#lpyDL%~CnrMcZdKE1&=Gtp9C99<2q2_F)#TdS01uMe73|7{0;a3)M7neso%k z4DF*VTur<(j}@)?JTNMQ!6DT&?EZ9GOAPJfEL^X?}UL7*#Pe)v4V4Y-1#_=kpDSB#o z3_lsfoT>?d2G9{#7+9xRlE3nXOr6)aWXzsc_uN=3E1$i~ zC#@1}(DQKW{58wJh+}PDt%)3e=YN*YXZ`2W&D)RU9K!#-`k(ZlTdcN?bnX`Y+t$fe zpR1d4_5bmfU2@kfGvVhR@fKhF*O4L$>u9{g=olCo^;lWC`1xd%m8|_dF)PEti*+>1 z0AnAc-a%Hb<9srgl&l|kVvdXi%huC)-=kw-(jI;BJ@pNH{GHIJVEs-eo%0v2h@Jet zSLD_I2a#TAbAvIL)!iIQiL=djZVrVo$+7|hzQE2Rv2!lx?rEjhEN zFZx(6Hs;d+cWRlH&)ntnD|53^leTzk^wwhI*U`wFMo#lcY4lO6C`q)Ed0=7b#;Dt3 zSN~{a6+PZOaItK|)^o9OWHhp|kuxSzT9nhuLJHk$k&11UM<=>l8#(!Sz3yoYci`l# zw6t*Y^?E(j7#_jd!#Q-eq`G`Ol5?L!cs?g5{-(tw%W+IS(XSANjAg__pJm_bvEtd$ly~8eka4Xa%E~ zqhzE!>&r3w$7rRanA?F#Lpg?Zj8-j*`GBmH=ZA94;W1iB6tf;MX)MPa9iz1ZWPnLi zIfiG9)&r0MCe7s-fiYSHAah2_v!xs(Gt#Nx^PO!5&G$UP-~;Nx?oz!M;hs{z<{Gq+obb zFd`{9Bq=y7DL6bS_bhwmDH?QFA2L)PW+B-^!%bhycBnh1g>-As)jVW)$Lb7Ke07z0k2BJ!h84 z5paa%>?xkf>t|_;_qU77arnpJ8>jS{c5&I9`rQ4+ z;_cZo{~m1F#;!FAvs~@ew?q`ikVXa98`b9`!}>XyE2IT(Tj`CX%Uj@uv7}Mq^~TF{ zk#YT;5*5-nZ(Fqkj8=GI9BE37(f3ZG{gFSlYb~0`Im0cE+}=IV@1)f+Q@_G|@)nJV zWa=BB8Vi1U^uJ8(&}ZfUhP%$H`VD8mYWWRk#0vk0Ghu!84QIw$^9^UgI`9p5la>4p zXU)n#fwN^*oxs_#T29~`Sm6^mC)QUJIA_+H37jiy|HR&ziM`tsdk+xz@)7r*Chk=s z?$smiwIJ?wCGHI*?sa6N|8vtUtbM)IsLftnPl>QaTmojjL;5owC)X5LBFl)J-dO3m z6suWP*&JyGq!k~i)+8`!abw$d>EXYt>*dJllRy;zTeaQM0>-t1aUa3BHZZOojQa$} zeFo#OU>pvN>j2|A!MHDA+*dHJ3ykXq<9fijUNEi?jKhO*1Td~2j2i&s2En)?Fm4!( z8v)}+!MHInZXAsJ2F6W*aYQg~5{&x}#!Z27(_q{T7&i;X&4F?AVB7*2w+O~9fpN=V z+zJ@C3dXI0aqD2*1{k*qwtjx?KWL&WTK`cy`JG88AoOWU>Kh>b|EGs_TVMz0SHDAf;k4k9EV_p zAQ)i?<^%*I0>OwvFk%qQNeJc?1S1Z?NI*Q-^#6l)fW#X?W@(^A*dQ9-*V^~KkHDNY=b7<&D!_ea#)JHR)Jny_xBP*9&`5v?NEi@q} zFv+68ushr3l?w{BWd_Zw=&tNp=QnR65Pb5Aj4Y=ua`L)*cw9cAx@*w$m0Ne!t2rw; zYZCmW?@9+rdrA9CubK|7>%w4x1CjlagKgEERh+d6d3%;QB3((gK&;|u)qXM)^0otqpZBc-}S%9`Kn36zP79q)*%1>BJ!umpd zhWRxZ`|2w1s+sG|N6r-|-C^tuxhtdmp0zq`@|d!T@uFkcBzzNI8ZoDS9>?my*d5|~ zkl&7RI)LK3G)X)dx%-v^too3%+@$vFzuXduXU8@7gX00u-M2JoOmftH17a6kJwYDwHkW(DnChnd`;l^;Cy+XLPEOTK@X^ z-xqhUYCqL*iQ9Gg*})LuE$_OC$zA8Lr0L?&|LuYL*48a8X`OE*W2~E)Bj4U7G~vwQ zjf$!;YqpTI%Xii+5g-0CQ$zP%T{)58gmLh~ohSUc`!`D5R%@bvF_keUbHsVxCwI3$ zR{`pG1{6SlHPlRI>*h7A!g(iEH+vFjQ~61>sDs<7|h!-{9VKj*6)=I}-%tHLg0*WJS(o6W8K zc7Cfufu<**}AFU_5ki6cGcfAIi2o%D)JQZUwRp0G9_2h z)@uCkcH;yvRor)YUC@^9Z_f0*gJ>hGwcBAcu`|us86tLu5jP`-o6*M2IO1mR-a~-TblhEv!cLfviGXXTi32cHwI7!?<(f_*CP#bJO@#)3|f<_*C<_bBmp?osq7n zF*S96-a)0ruy+>Z^!%1d{%Ya&6!ctI^HNsKH?Uw^0_eFg{Iv9ziPQ>mZIFxqG9%!C zsj!fSpD^}m42u5hZ)J^axbsVddPL@nTt;I+jHCU#&fU#HI)|Tthrn4;6}vT+So2o- z1b8!_p7$<0ni$UzA8=bX%~q-qeELw+x1D?JJM-I+mI?AzQpR^JBW5bAd)@lp6K-3V z*`wXtdbJc`ls<8SCwC`>6ZM_)# z=K^hFHP1BzBz;%RnkG>y9WH&Zdv0GWun)c2wp0Cl)nBq_8RAId`Ac)m`N^OS4j=^Q z(54YaJK&3xO@4PARVw8L26$uKqqTjT(+Oi8 zOOsmucQREf4Fv`yV%(o=`?jSMzIBk7CL{dsG^Kn zs#N+23@FFAr)c|Pp(reL6$_QeL49yg6b`zIgUWY6eLA414(MtJRK64H(+Nd&LRUMX z@?W4nU!bTj(A6(c`LF59Qv=uMQvwvbs&WS1R_Ai&o3^HMeO=(I-B9@+s80_R)dOAa zfy(zneR`p&Ug&BsRK5@D)0a+|>42|IYQgSgs#bOh47kL&mumYG(h0L2IIi*hOBO3WE96)>IDN9PlWZ zD>Ggv6jUwNs)-WdD#duaD_e2<=pcGX6w_giUE>X=7%$jfucvvf#jaY(PRPj|CV=eJM)WS0)NOP91uAAqJm zhNi1Rb7pOGUfJecwap>huaaH#NQZwTf2((wz2x${uWD`3W;OB^yB%#{TxsJK{O%Im$77)(q)!zzAc@9 zTl(#7DdBBt$J^58x1}|2ON-y4-n~U3-=dzqMMb_vg}g=izD2pcMM2-9Oy8m)4keln zCCUyZvJNF;4ki2!CF~9*Ob#VG_9d(KCDZn(5qngRJ?fJ^s=*#rVUH@XM`hTflI&5j z_Ne>cGHKtebGQ>f?(#wx-GHzWg>;M9nZIjbY2InhQidAeZ63Tw+h&mE=XKI;v{m9V zxhZ+xcw*b%(Y^L8k(76CsNmD;T*EARVFlnqD4BPrF=pQCahH@WJEe{qjF8)vaebIs1h3Wm*db)`|&mr`IH=Rs>y_9tc zslK_;-GFtfjhiB67z}x2Yz0Ynt;61-t@KujpT3fvv*&$pz-yDIP*xU}s8#=2O#-7n zfmWYDh7dL&gk=a}4np`2A&f%^Ls&c>i|@kXaaepC7T<)$*J1J1SbP~4UxdZyN#nDm z@#)g|6lwemX?(miK1Le1^RKAn;<6So=H>}-V&|OZTJDZ3 zKjQxuU0Lejp*nciXSeEEz+%yHH_$JO*OGa=sxf&#)@jkdy-##{>*5tr?o{ zR=^dz+M6;{s7ipsDw|U_Q&dNwu%_m<_?X#qg43_s32d`BXu4r9%GmIa?r3{!mkJME zn>p$G6=h%Z&L5VXw>!4wOHR*zB2>9*76}h@^vBM&_#RRI$nWFUho7vLY%LjRDS6yd zqS{h2+g$Rhx#Vhd3Aw2xuc^ecDVL=wx27@ItudFsG56DlT=<7v$q%^$4Y`jSa#b7B zX6w^l)u&ypPb1f*<<+HG)}^u3rPW~4+%ReUnCwrr+3?zI$=d7zboOI3@E=uV&(>tW zs>!}ulTEIk+n+@(;^N~jqqSoLu|k^yT1%>r$6ncy@Lrx5_UqNd>4aA<<6wp~x zeKrm|-MVh^biVGyP#nOB3&e_U3V@eXUyZ|5TGs=g&eMntvFo6<;{&lLHwCUQsb-AB z^jg=GpUz(p8HxiK&jPXHn*v5ls(Irui`MmO;2nU3?x3*lpq%dDCEdXrx`R;NL2uo` zFx|m8-NAI-!D8LP2Hn9gx`Si7gUh;ubb5pAdV|7xgK~OyJI_&nE8=k@t_0_s7cnvnlvP6gCCimQ)Gj zu=3XRJ8|=iqC?A9(TvG~5T#84uO-#7aac?1dVJixtk{q@7|r-95ORJ~z-LKydK}i< z3R_>jYrkcnzCxLvZ7LDkWnE2=4})OcUojvNpu2Wg-|W{|QK;bP0X^XcIpL;!!cFXi z8~X{j9bva=VYeP(w+3Oi0%4aVVVC>DF5bc}R>Cg2!Y+!!F2cetY{D)iAs1qr)0Z@- z+BBz}G^d0#r?509k2ELqG$-veC%H5y!8B*)H0Sl#&SS5gv9F!0UOQ*Lc8+`PjCk$r z^4i(>HH2Pcesu8WMTyS8hc%;>yK`=ACI19=2@wr5USFe_cKn{8|B<#K)x0ZUGQR&kU4Gf~kJr*YIFeV>U=F)q zw#Mo)%Rh)$t_CjBWq#o=2Fd@B4k1O8@IsRiuStl}Bs|h2gliIlH3=|H!d*>*S0moF z5%1WDw{65*HsVbh@i!Xr;70tFM!ZHNUQGmlUIZ^Mf|n7&ONih_MexT(@O&b8P7(ZJ z5j;x#CGF7-e96Pax#RAX*r?KPx4(dO*wQ?}cH0-c;R3g1X)A82HZ` z@Atw_)x}>q&CILs_vMOyiJt7O<=c8s=Q1{ zo+iqkCNK|^Dt8l-n~AcU2Fz8X%0+|ZtfB0z0lTG9<)lG!)KGTRfH`PX*&C4T43zB* zU{Hf9TLY4ffwGMO%-W#J%7Ap!K>23i1dx)X$L>~|{5>lKq*12U&$x3&aeo-Pqhnr70z$-x*ouS3wFzFz;M~8LPVmtW zUGw(+?uU2B38x+-A2&lPk33+nAx4)rMwc>1mvly#7)BQuql+V>%MC^sHAWW+Miu`2|#3}!w=Hp^J(!xw0JNr zUVs)qM}tSx;G=2qH)*=1Xu2tTxXq#-#|2{~ z+6q2L0Se!twsI`N>hHF%Ed5FBwE8u0cLK+C9RKBGCSUUV`kA@ndE*nxe+#M|pi`~u z*RG(kI!kbqr}JN)1_~yOWBsp?Feiq@L^nZa-u-xQP7f&iCMiB(mTn4#ecJdr!gQc(AM6~ z$%e6X?Bf{F8PHbA#$?!NI`%;fNC32Dw=s2TBnKN-0NRhT;H zYt6%+C<8t2-{QMH&EArS6(|GwsBBd)PR2E*W4U5LmMU8oi<9h)>Da?DAWfC6?S;v> zh8*mH0+3|&R`S9WdwmX;p#a2Dy`{1+6^F^e?kNC~Nk9b*m;pk*x!e2>00NMcHUG?q z|15MTKw&;}H%y42`#vDC!ntB#^w?)^8R%kt=HyHre@NAn-v##pZj$Ly@OS82n*V%J z_sw5j%DX1POE57HZdAG^+lLpka}kWrgG-gJ#rEPeZCnKJ<-r+BR~LJ_#jMN)1Ki+) zs8!%AB-6rN(9;cGidrq~?iMrC7Iff;NBgWC>h8!i))utjhdcPJcy)D%8EOk&=ZAxQ zRy)3SWnMQHyle?S>a!~QwM$IjSP*0hpS!af`=u-MstZys4_;rg*4K&8)Nw(I<-wnp ztZ@SqZ5JeO9^CfMs%b}8riL++%@Tg*&gu(XSLOv{B%LLk_ReY_wks2)Ex5r4@Ah7i z#de6PXbaBq!SlUWVn26ep3@c_=i6Cri$QD=5u3~B>o=RNcDCmcn=!SN0<|3yl0veg zjCt&=2_i^ekd$p{1jPzLBGztCt8LFBch-?RTWn(x#MU%odwS!3EoDrNJd2*6iT$l!uU&lr+Y@CR>qD7zMROm>95+yRr+NwB*CnhyI1cbr5qiH#-jDmlqw)NpsgB)Mp|%I7 z#fm~(bcAyJPLn7;9!c^KezU`(357fjQgESm@=;O`+>NTfSH{myAYrS38*E{d& z+z@xWeoHIk+_R$wX4h{uzTrqenqrf5A%p4JTLb)?&L|ykamlQbH=U0z$3o7XKdn_GJOx}GyYUU6!zdajKuL?k@L<0DoP~= z*3#Z7W{4Hhcz)P4uH}qS+r!*rMNeDA1$1i>0|csG+r3Tkv7&BzHPp03?KkO_8w7Oi zRd(^K?@F#@a6g+cFw?(vC4(bwBFZc=Ng?a(>&|$cB!idNZh5V1#Vu;KJ$lcqw~F~FHP&;0#mjn*nxg|4s9DvgVhy$l&Oc$)b-Ql=2I^>T3^j|e zU!-rR9!*6If~lvJtA8?LBD|LNu1l92H5c0^aimf=$0B(;X#ED1S~OiE^^oV%Ca7hc zuJr;EKKFthQ*4Gt_lcsYmfJ!S4{}cwJ!*P{#81Dfm32F)hUy~`s30-y8ngEohG(J% zFR$N<(~%SZ^sXee^Qn%6=v6M%Fm>>L{8N}s`e{X3Mk>2~+J{R0BRmLyg2xBy@Hi}P z?V&yXdsx)G*Cm)6Y&CE%i;8g>+amR8ys5@**Ms61MXIsjo<2mex zZn^wN>#mWf2dRT?8%UL|R8wW+pKRN_^{(b7>9K#(_PbAmLvMdel~*LRBxlHBR5Im* zlFC0C7w`w_5EcDtToGyzeS6OgM-?{juVn3^Zd|#G^wf=;$S$5rJuZ*38DR?CE*enF zYbHNjLY1mZaJ;5ni?~E3!>ja`OI>6dzr;(elvpI2^^y)q<5Q^=C#~x)7X+zR20&?r z5unQXG;ge~Le4-izH%)rl3fa1QQq3f%}KPd@bqeJvJPLXM%;rHLtj99LseqQs8o>Z=<4|juy$@UUiKkoW=&pvf1_2?Rzd=e2J=v z#lh^+zWgU#)J%8+uzXl7H5>k@tk%vr|DLghI#-0gUR0r4Q}f<4%c5?mB}SJKV_$g# zs#%2zB_l``RaY-cZcxSIS>dl2K~#^hJl|7aZ2lTV&Ab4BshanY4e*WQS9wCEonjf(V^k}5ABAAR(Q zUCXeYQL&tg=|5)eM|e`fB8MWkVJw@wr&oRBDNe--rLocENM-Nur- z#^2xLebI1|>J640`x>fB^#*k>N~%=xP{oI4R=6V~or(>GKIN;KFxOV**z{0~jx2u! z@Wnp?7|0(j)Lm(rgj$#}>gA&nqR*0oBqymNPG%>FzLzTJ{U7oBemjU>g>Z;!nW=_C zssQ$F339%)={x*uv~B#b*_iccbC_C$c9;1Rf|>q=;N-(U5bViM4Z&Bk_QR=0K!^EqNQlbz zQ#f&(8WbO0I}n7B{1^Tc|@m><4}|qp9JS{ZIHkEAl7&0u}ckvai;kvhM`q z{m~#FV_`To`-bW>FTbW@UOltJ&Le$wEz~l$1Q0_=N2z|7`@n0DrVKo)q-K1#z}llL zRI}`lA1SEk-$dZUc$BJ4FM!`a=ijv<9+vDs<=@YLLN8EXjZhE5PXWt|YO+$v*%pVg zM|<u%2L*rS}b@9z?xNymCCOnW`_Xev}I924)9y1 zKJy~gJ9j(i{91r&nbazn8*Vkwb{N)-88A4t{g3QVYB>Nbq}Q*i!N`y)7qZ&0&t z;~#_bw{?l(zO)u9-{1Rk=8ZAMve&5nT=N!iiB#$zPUNpaw<+CDPyXkMt8hHEPpWgT z#aF0D#)Hmv)J-Mw`e=&fV`{ZaiO|>j;@WFeYVlZwg1?F@*#asaa|H+#e}M13Kf(7Z z)1Tlw@dKlIiQd!_!3+tNO1;_ze!H@!&KV_f9Hh=!`cYR?|HX#H48_>Fboe0_9^>fPfv!cYq?XWE*6uh=z1$vx6)Yl!7}1gW`}GTS^vCdL?R9zekP zqub9pPXT{aart2lTD3{yK9N1<{r0!}Af(*`;BPHXP~PO@rdJ(jHZ}5PrxOGzfoV_u z$xFg1kejuRHAKYIF0il0(q>PN{gZE-d6ty$~z#cG{4(!JB^Vx*qhDgp_j+BY4D z?W_d_6d4!y>@@UfL)Nx*C;{Y)TXt#%J<^*WZz5+hEhZ>ildVBhd`PubJ2fldk9(0b zQ)V*R_~&C%W*n<2_3MCGfi`P`;&dw|aWyfrgF7z7II_g4cRluJkTaG;wO@cE!phEVKSmTG z$aEi9^HaoNkeVNhjVDRIC7C8xwW~xVF2%WK#mBT-E#Tv7QEnh&&)iF+no>Bt|m6YPm+a0a;r_AFuu450(kp1&D&c zq8RbWo}ChWU#-VI;~I*=V`4h@YJSO6Vmc><+-SHJc*Nt@)|L}Uum-(%oJ?O_j35)L zDGlpGlUVJg?1&zE{l&nQt%wdq5Hcq4BMJF_YI72P6@ku6Ss}vaC}e(^>Lz4$nyhAL zft6mU^t)4C3(6-dCN2ieQpkPF674+&o^U_x{KEB$9#XzqJ~6=$&K5W~I2I5TX}lOj z5saGNl%FA6A%HbDx0WbcJlLLm(lkj_4XIjtzZR`Bk4+gGTb=d)PMqG{RJ}QLI%ubY zxc*?XQV>DuUxroZ6Bk?OH z+Ll=q){(USz>iG3w0RndT?rVV3?aLg`vM0(3?b$=#iLt#_~*zT3xS-qQ{Pu#ZJ}9H zq{mv;NkT~AR+m;7h3wBJ#<8(pDnt6pDQgHx?`O8*I6LEcE(H&8v1`A?C zyt5?*u5AkxwAlwu&2C1NuIH_Lv#45i6nGTpxDPJFK1hs_u)t+b2gGjvJT}TuaFG;v z)%?Ti)`UL-5WUtjZ9b9b1L)vm_)Yt;+R)bmLS0^4^Rgj%D=p|*Gx4W*>oGON{Ib0p zQhAOvw6a-Rdbn)e_p2W|e>UUQDDcLi9%+%aEpf_1%1}BebPVtq*jL@eptGdqXR`&; z#nb6)$a&Y=n?u;G&6x_Tnj^DY-dOUKPhl_dydS#MinC3kc)hl3xrV%D1)9SLpv$f3 zl{7(!IbdymRl=GdVy(ZRiB!6_`9o}{X#KA0?f#FY!&X=JF;w!tkCAKLK1LQLyey=F z&S601%hsgVCo;N1tEyBC^SbwhZO*exq{T}}%b<(PqDeWFoSnyL8`U%4JFN`+Xzh=TIvRp`XuIMgyW;b6n|hA}W&}d)1*tGH;2 zYQ0CO-mu}fv%-xV3aGWtSdlIk8CQ@_@SYC+<|lP6;-SMlNAyX#DfZggQ^id>QoJX_ z+!G$hbH_1!26SMNqH&~HygtnaB3))qfr2`HTLd#wf{tAbJ__jbIH%7T6fh@rje%8V zW5VPkL!<_UkW$nd(27vjH)8o_S-N4vqPDSDPSVf)Oypfq1fZGy`)hNxdGURA1UG@n z`(nxr*e1y{yyc6Z4y@3Hd&tUNrXyp7EEkEB_dh*&Wt9;UWU?oUOBNU7s+YYy)XBy? znvU?GBezU2Ibd(43M$mR3U0l1B8Y4G${xJP?QNfZR8@C{0O5;~0VhMy9n2L!lJj*Ck5dv4_+Sl#MEjrGzQ1 zE`mn2QOE!b;S^pwPNccWXhmId$fLH&`;E1ul*8C-=Kd??S}NKP!3p-G{w`Lv-p}+@ zwCi7o768-xJfsw#6DhvEP<&NXP;Xf$t=gHz{s_CZWGm4WUu$t2W-p*fVBC@P!llAK zlz;r-&DQ?>9u}XKI&8Vq^k|k+L!l~lrSs4 ztj7lZD*LI`j!}1_#`=w=5xp|@T2Si)B`SMxo z&nd=!gV3q_rD7?(H=3rH01MIjuK*W}emt}JMNdUBS!Nmc`NOh6Zfi5gVznZ=gTAxheZGLxn#T1idfh8*G@~G4$^b`uF{e8kodN~ zSK!V;tlK>zQ=t+&R*bao6{q89MF&fy0RXV1r&vb0#eU<=YV1Rz)_GZMM6SMrYX25V z++IMxP@rhTrdV<8C|axYnu2MZZAOG&w9m__A?d}yv$XvYu8VY=m8^-$4~c8%NgL#f z*fYX-)h33;z!H4}h6Ij}uHxUxx+;oBwqAVLLs(Ug=^>HDeg}`E2Zwrh5*OppmlG=}lRvMfoQ!EPnp!<@+Y!q2^-4}AEqLP zwx9cftmB2GpFJefy`6d0)Y0$?s7uGz8}|RJ@#-zaY-$tB^Qi~Kj1sNaj4kIszPBEB33*r~@PVmF z??v5Fe1=#Gf#kNYGP;p%jOX&FOA6N=28_sM?DlI*Ggyv~Px9);k1zI*T1@8%s1k{d z4yWV+Z50(*>LKRE%-#*tXzTw<+dZHd)u7 zs%fh&gddPf7gW&arwbVMzoi^m@T7x{uIy!?$n&5QgkatWE#9o^g;!J0hx zkSNU4L`v`j;fMKU6alpuS`|XVBmoQu**pIL)1$hGyP_#ET?bF4K>PEKTJ~FwR;b3o zlP*D2kWXR-w#!!NZpiE$eL%cyVkF22C~)#|eR)*SvGideas~3aI^#D-RmoiM7x@7n z6O`peZo^lgTvhHX#0P>PaZ9ajt|wu)xfh``Z#Rq{5*30YoN75z%38A1Sd9Dz*SPir zS2WXflEO!p$>8qKv>Neu^bQ&H!Lhm2bd#LIiA+gW7Fuea@aPyKM+&qGRVKLDp9tk8 z@jM{zxo9Og^N=|4p58R!keXJm+@{AvLE#BG3g2SG`BPW(6E|g1p@;+tmFBw*b;xwV#PA3p6gr+Y zOaLq>iA1bOs9?*78UPMAw84HwSh$gady%iofk6=Q!JC)cK{q1GtB1jPaYGNVDXa?# z?Qb+5AB*ve{-^h#F~y&EKVGP zpUquRffTYT9K?#bo>CWN`QY6?s1@}(#Lry?`&Q10ZglhB+vak?2Sj#1CVbGb6iCxP zxO9WM3Nq?QnGN%p`zOnf6i|~T^Fg>5_n14s?1g%Y&{pgP??CJ!vP}MPpc5dH5~X1d z1dj7C-hrsSwx2^v0CE zL!VK=-ZONIrB)05b|yZb#$+0&BoHYvpON7Y=#2LqyQxhC(^1k$`cKu4ZD*ob4G zBVSf9UX}&n*pkkyE}CzJ6a`RTv8^=VLB>70YKQA?Vjt$C~ z;v(>XsP(N7yRRtv3~BFJg@);zDx=y#0Jego42#u5nc@Cp>MG42U(Kg;0W0GlmsCc7 zBfUpoMPKncmeTVm1BS55INb#x_1xX3TcTAVemCXT-lnoVASN1Ws2oc%PV#N$0#dzk z@s(WQ1jB9Xi`pv9IziL3dMX9I8sCBFUv2xGICN~WKh$vEC9olsn0_3x`so=k5H4LV zO%!8ePT>`y8SpWE+y2&i@JD^w9C{+8+fO<*Z2FMNJ+{H z0DGQDA$_chQ3I;1BQ+mLliHDYeYnZ$H~l@i$?v_oAV8kr_v5llMjE$2t;thTD=@jU zAltfGadmB0c8K#+d8DQ6pb@~$O*w{+N=8D*?7;v$2WUuP0Ty>Xh>tx8gcJD-#5J!V zccc+<`ZYifGE3hAj#p3nz(XiguvKoOSMziEv;^bEY)g6Mi{M%hyXqzBy=#x7jMv`G z({X7xNlf2A+HcFpT`;o~(qBgDqS61Z>^j7TReu8OTMN{meb5YA2S+;{M zeNuJe;FyM*XH&W_H~BJGJfL~^vl>JWI~nuYPVf@Y(d4xPq4c=nRBeXf9;5c8{9mjY^%Ij-FA7U!C~~A z0)I3JNRO7tr}HDcKxS(E9>{MCl))zUOaF(p_W+8j>AFTm6cFYi2gwc~K_q9%IY*JC zBtbGr&LGH;!w@7014zyiBnqO0At@kHlsq6AVI=3{(GKH-;V^doaIfIZ6=+O*>rh>BH+d0=V6oa>8z%ee6(>=v^Tn z_R#`~W8aO&g(=6%L;Gg1Mz_a9)aiOkv~NPfzS|>`;o6CJj3AeGb$-Z2W=5?FbE#QP z$w@o8%tjENhHeS9??wB%T-jW4v!PlvHQ3C*f;Ll6g`o_fqsOtDJ|M5&c+}IQAkp;m z#pX#j=r$fjUF*S=L*)FnlL&QUp}@wLJ_08czm1j}8g@3YWTsYj5tVLg6mWc%M zxerKUdXE3A_a%^N)@Q;x!h{LBWazfu;<3?7LSb{9FnJtI;j$xAgTk!DY z*Y*f#+_)QkG?1y~L}leXEe*p_Dz3;nn@i8C2wsu%c6@ zsC2KE^)S5_*d#*Vk7_g!xy%GYPXOKBSd^e#U5zsOl)KE7)AjQha2K+}G^`ZhsBns9 zC1?SoGcuVUXoJ(b<{;qpGOBM?z!c$kidm$?7c$AOl)F8obym?azAm{w58UoLp{;Jc z_JuI#!28Zy%>ZSO`?3t&IYB+|!A~+=^-|nC7KDOpVLdl3$Jbg0A(CM};$+4^=A1LB zkYnef%Ke;H@OcKpzdeX4Ct%}O5OYo#@rlU-hyxb!1`u6+MkOB97kyK@{{WpZMY??! z!G;neE&thzg{C{ZjRV*0_K0nnJoaToOHitvvooNv%`19sQDT&#f$da;X^&|jWT6BEsBa+JD+){+8_5;O$ti&=-#b%Xx!Wedw9IyH z;OheGJEBSl#A7R@r>v7Ar-VFUegJ=1SD!Yp3ebz6g?{@UvHQ$n6P_TdoXWQ@04a>5 zIRD0sZo_^4niH`2#sao);rQsbCb#)BT}6~1+(URF8$csV<8kIQXbvqFbE}+H=sGot!NI*^D^Y3@*rb9{8@c}8HSvczig76Iul?)>= zvdm&k*m@tE&Fm9UNT1@-!GA%zIP(t*`ba!{#t^L=2Sxc2J=<+($)Uw|3A%a$&9TDb zU!r~3?U99JBnShHH+EBr;G!v(k-GO=?3Fi~nKtt1@d=pY@~{jN-oPEau>ZQ6I*lS{ zdb$0mwzhMRGPRR00>lpf)JHSGq9EgIKyf>fP96q(ryVCbJs-jF%`$`D0y&A^<(VT> zD$qy+kofbO$n#1KXih;+Xs*zMZjZ{J$HqBw5{$J1184ERQmAJ_e@Vi@RYrKF1`MAh zdL{+BXhLTcXaX3DUq^^gfM_)95z&-rlKFA+$P}70yY~uX1-rZi^Uz zv?x-z1<>NiowF7Y9zk3&Onig6XnHs6A5TK0pL5+EjA(l#_ z_moIWR4$D}px$*0^Bgk{l{NN@DG^j%Qe9U|O5H+BN2}(9#2k;W)Z&}I<)9Y8`}pe) zL?yMQA=u{+^_|z1wF-7Ps<|$B<;G6<&eDRd>9+6Q1N`0678VEetytPbTJY4S9>|Ob z@2z~C*KuQVSukurbI6%B$LcIGSG%m+1Ll@n@dPC{*>gUldOyeTjY8CF+77m(m8Af> z&4BheDkar7p`n)J%!BMj5CbYGoZsqs!Pf^blvvK20K6AWs!;>ndm#b1hK|GSfTjoN zHq?#e&HFi#92oUTocaiiNO#dI@;G|6;b?3HY_H|aASdGC%@7t52Npnwbtb)ol^VHy zrSjN51uC2F(p8qxhxmDclAPuwbMT2 z%9esPD2-pT{k#EM2BWKaQc#8%P|V0UEMcPk zg4;i28UF$A+==!H_X{>_T5J^C#p{m5xM)QKh7!b9ZP zgg%yD@JbXxK>KhHe&VcHC*qUGtrE-$lKc+FVt91L!GjZrU3=<9=pg` z!*#d+>72)ilW~846z;_CD~hKA7KskTc0GmxA`kgLg{ElT|eEhq7ElkqF67gi>y0NJ-iE1%Hb@N(0vcmj_W&CbC>8(+)9;_>&uAy z?n}(iKK<=Gk#9z#E;T{1 z-{Dj1mc6jJk=xX>#QZ7+`OodxPOVa1qqHM-;V(M%yI6Ycm!wR66>eJG6?+q=8aJMS z7pYo!gP#9ZwzMkYf@4S!-a5%fiQ?y!+Y7F+ol9Y;WS!2AdJSu#a@flpPpBmS-()7d z#5?c4Y55$BN!G2u3;-7zSBn|iWisk7Nr_lLZK%A-Cr5mWP$4HwTRL1lp9i%AZ*;~9 zU~zA8DA2=vS7o5y<4AF3{Mtc|90aB1#`En7Sa|2mNrZi~Odi#Pef(#!%98w@+3>`& z0%EpG`DR~O{v8hdNX@sM&w>nIcILqJngEf-Q!0tpjxQX`d=0pZ+L|i1>I*HUc%}$|mHdUrORPts6 z+FiyuPnn)j5jnh0qOvZl0)LeFM5K(HAunV&Ps3!J{aaXdN!}<$xaboKZ5w=`W6;*x zP_@@58P(X~!g+8bLn=6bf?|MdexnvSP3zy7N6uX2&(Cz)KIlymIggt-Qo(tt|01(p z%H(htMUM%QE*$c>&=@s;`v&31c(8wWpPH(`A;<`tU+W~rP%E$uQash$_2dPd z!7eid#op>dkML@lRytkKc(ybZuawm#AL+zWj&y`a%Vp8{B{dW=(Zj?7yj!2Djmk#J zga2urU4cPlPE5~^kFQsp3a&)^&Wcc+AUx8!d{!@=uyf8Pa*jT_cBo?QV}7?$B$rks zen6bp)ITe~f2aNOBt{j@DT7ZxiYoQ#WfOMtD+v`9NzlVYY3Stq$Mf&nfa%2y77~vZ zP~uX}9BIH$9q7hpzwP(Eel7_<8anU|tt?Wbhp|g8|C79)MAdT;JiOl*^(RlsqF5Qn z?UU7vUKyd>J=?aFk?B)WyKj0Ggq=|L(OJDpLM-BNt(n1`+V?kl<@$^ac^%=&k#Sx{ z#dJMKab6UbJ(?TTn>y1?|7?SI%E97P{F95#diyrRMuwk~^9j~T9x=~}eP^a)ILK%l zuL>h3@PrmBH}4(odicXg_070kI81RDtt&^j>DEY+c`%{SDBsH_@SXWgu;6rFubogX z4u^3MyFjFUaE;JCBF-u&!Hr%_zOf^*ZPZJ7D3Q-EA&t$p@9@sq+o<=8bXI9~EBPQFvsW5V87y@d=7VJqUhMiD&{5~DiS~QHbHUZILH?d|r*_wcW zhE2y^YPsXE1bBGziD6I5R(zNTcWrl5h)0>TDkkw#mm!mi_7W1R@XA!ls!^|HNa>Sw zrot2f7Q{-ljOI`X`5KfpMWArqRibUPkJ`2J>ye`;n6BK!B6$oB{z(5HaWVM^^6zoC z$-*=4h1cj9G3)*Wy$Cy&J&q%Gj~L-pK22GM6#V$^vAqm2y8m*Tm=x~Hdw+|?R;IWR zUd(K}yH|pCP8JBcfup|DM;-D9_dA>IuFyL=Z+?HPqju@Hebh?JHv>sC!4;-r`#BoX zVP?O_%TuN{6w*O0WKSlBeYgY(YD;0TtPWSK`nL(!Pvs)$sH0{fXe>t;B3j8DM zn>Wv$Bml9B=6Y(%WLpDo7`BuU>k0wYr+yaq2&~jJ2|RG^@M-Qz=`QHsTxm)46xS+RTMjx!#xo5^cx;)X*T8${l0>V~5)m{4BF2^PlFzf^;BD1_#@ zDFE0YlZExs7=asm9(EAZg9J3v`=}or9w@v_7I;^q_-0)LEKAK??=GwD?yuYgJm7=ZjNUaZ zH9BjwT&6}G3Vtt|QV@CGQRSG`K-Nn{Fp0@4hW^0JSHEZ79dA7;=!}G#6x?*HD0R{p zvVaxP69E_?yz2fTJG7v#1JEETK9ii0N(`G)J?L#Muy=~Vw6`=2!QO2W-b5-E*6@Ap z3014YP)M6c%{zr59ei)qUJS(kBb9?--|D65Nf98|7keqMTlAeFzE)xAMjQuUTR-&| zj-YgTU=2QDNj%smcfyxIzH!2fA9@XD!7o4u1;?S@PASNWINqQ?Msuv~7*cmNH zAmfZj5Pm;_%_kaxb;L*qBe4Cl?-=)XTu+RslON~jQ?=C-MI0psxeShOt}W2Tw=wdN zI#(Qx)ckzorZ>Z3t}*xDx|HSOLe(zMj7&taS!E`Bpq1psc}hB_qS)@d&UcomhC=8x z=$8V_MX^V@CiCWY2yAbBY>d1My0JFU&<1(KO+ysM9Nv?kp9I>DtIR73?S%_i_&@(J zL2Q5@Z|wKyIY+T!VifX(l4_KB>sD0EBA4WbZa-_V7TlF-a=k-Ohe%Gk>kk0JY1=m_ zRexC7xGafe=V&LnoWG!_?tb;t@(o$LL*%fy|9E3IW9~-UM}J}zDseJ=zYhVwv!rKC zBu7pc^lzwQKl>zFLKhe(GY&n1av1+}*LTcK&2TM8}u5SZ*^noGgbQ zc8L_WUuJ}ureXx%)qh+~=NAjpWOXO^8eWDlCo+d8?lIG99PF~JDpL^jL6^__=-}do zU_66Bt3kmOfx7{kNw$5<5VN_RT^5o?D5@dw6r+0@d zObzk4qs7_RNCx6XU4V5gPl#q^heFo>K=~5|GT!R)lzd%=WNa`>IlJR5S1mdH z;gHPQPkSG85LiOFDNVN8L*J>!lhC;-0{gemSf7!I$-{pg1kFT^KDHYR;RUVkTs5bZ zu-UHFRxZ`ou-Sgm&xhkcZSR`ADTvB7#CK*1=N&1KI+C4De-KQJnhB@PUDK6TG;VY$ zTf()}tSzl4|0~aDkX26ycsHAdBgi3sd}v^l&g?+ggx)tIxh?sFuO^g3A?4NVZ7U+Z z4;fxm<|%yUL0~ZskSAGktl=(xM}~8$D@x;mKjiFXslB)urP(yTA6Dbt-rM#x=Cq^x zaO}6hTZYA(6;k9Q%#}(#c>Vi$s*FS->XyjdTqx@Snnkj+ec*1rq~t&j zl^0ZUV77!Hz~3LnGcA9rH%HVd)p+Hj9wd$TNwA85AYAkoZTg`;zAhJ%f(wE5_Qo@# zh0X-I87GQP1!!YWvob)vLh0U{zx7tCEpP(*NO`<2@73FRe3#P8=2-<1L_lKQ zBRuL)x-C5Sk`Y*5>5teXBmoKdMt_q)EDZSvn_vS#!IS&^MUsF5piVgeAc|5j5UUOm zr#}Pp=-aFW6rxm_FVQ!d!FYHQ&tMsX{lM^}D)t`aQ1cBbl_lSBh%>L5-)Gtk+b_a* zdGeOi8a1_hZKr1lA@5)GTDUy3n6g(V8G%)BKJvqVxmebdYfLQ?BA4yGJp19Tk-J0V(z{FHm~Z6DV?!s+q% zJ~r^4`ZqJ(3miaY7{X)-mmzi})pp}xuJ=Yw+W<}3do+e-A)z#^^%J(aXDd@S&S#Q? z=pd_;KS$s>e%V-UY6a6j2o|a*h_0FHq59QNT{9|4|9+5}VbMr2PTL)4>kuv91#Gj( zkS0V^qzHuIK+tX=Gzh-?>L^ImH7`(^c!J3daMVY#MJqQ;9qzKA@f07>6@n?<^5ZG| z3FcBdoEk{_C{aLk*sEMDQ2_EaI~F|hz)BI{&B!f+GGz^{d|r=b+%m`l$@aI>C~WO? ztwaD$w5m%C0TW9t1Dby&A}nRRj@LBZaS#k^T|VwOZ`zLrqQT5UUP}gV)zJ1)*Q6e~ zRx^oVyWF-T(k6v(bq(P{(Rf8}^h;na&k~4Z3AzB-TJoFNBdLi)m=8`P~tn9 zV}snlTb6^6fP<_ZSsi4!sxqXb7q6B&3$Fa$8kpTlaf1j*TAY*MT1Am$frYvVi&SQ@ zu=v3axSJPvVfa-Wt>r)NqYJ5|?Wb0Q?|EOch;>1IJC#mK7!; zEam>>_oPUMH@gYUiRl=*x_5;G-x~D*Swfda);8bz?6fKs+a@yU+JiyMC$k`P)X$-hJ9+?z;{Uclc2YFP9we&M`6NP-0DL_m0I{ z8dEqiDo2ZP4&b6g7qQ1wkp>jT{`ju8RxEMD5o+jHxB$x*R?H_p^&&aES~BE3(30ld zU=iyKVp4w>89`xqsbG8eDF+;z4p7KtOiz7p80Ul$Q@OyH{H@~!8Rk^su68UlKwXx5 zD83}z@5A%c8B9Xt<+FtJ4krQDTZ~jK0@titgoazdajs?vdFp=Zjpaz!XQDb$d&GZO z#lmt|*5pSNpaxJ>_Se$AhR@I(>wTrd!)!6Ij`PX95s3_ojibjg{nQS17VBeapu6dY zNIPry2>fq^DSgxqQsed;NGi;R_ zv|^Du1&`u5#*che0D&Tp^`#dmSoU^3asqaSrXS-*pptFB*2>O1K0VVuer;P*|2pt(c%pS+4OwQd`8>iuF*~hP)*S z1}yHTlJ$pPKwIwoxcHdJkXNoVgRMEVV4K?iX`v1kF^(>SQqSXv9m<~T0AP?(q0>ISGppi9n6+( zkC~{*-Lm0?cisi58iHKrecaOTiH6pAhEeBZVQ})9u%2Ks2Wm1u(R; zpqxY=G$rBGbW;@*3;X8^>Rs}%h=^pggdI7_)j$M&C|~)K8%d-YwfBI*Ic+17n3dcN zkg`4%4X20Z8;o*Mqz-5glx~mBn`Yu{U)bOuv3fGNYmy73MnghQGG{m2FCwNZnL(Ou zh5EsR!T^0lhOLZoLf;#$Zvx{R>731pBeWiON|eX|cgxq(JV%Vs-j3)!7At6St7+y5 z0?L@KXBYznsJk&fxO)(ar}w&iSEwDX?5&2oCBhW{K!@-(zX|Bi98fR5_QOdW<_@&Y z$wT$5Hj4v(NOyGjTxqsj0y`mq=&^*Vgj~la9f%U0LE+$b6r}Xk?|N4gfX^lBZLuH{ zZjF|W)T1EnYa0wzqS%K=a14!_ivltU)}|MqJH{L+Ef1XD_XManw+L8DhtvjOa|He$ z<$D2dIth`o@Zm_t%L^JEQ6sSBg$i$Vi>L3fFZtW#W^;LwLc4v4JCo$h>s%KV7E87h z)XTbGtIO5&&V{GS5kslC5zzbdy=&M`i;!R*=kH-f&zN8rcgqTk%$Q)!3Uk}fM6tCV z71MqH;EKcI_tEB=}2;7G?W=J8n^I z>$*DxtRVRtxg0tj>OCTnn;~A+G+ZYsZ&XB7@8kVA=)o)7w>z#M^y0`}i^H>lf|hdNAH1(X9{qda&>61F};i%nONKfArKzI!POtTZ=OC@9@dHi#{#qki$C^ z2YYI9lAz>|x}+lB*;d2i$D((@VnZQN2Qny#cBl>aX zt?sOdH_``vNIuzBeyV3$yRhQ691Uf$T|0xSoq2~N@^-efO#vseNYM_*7n7H^Fhw?` z0Kw)?SHiUnx!8@Cp>&U6P-gc4ZFJo0Vc!1MGw(1pj}T`qk`DYm$fqEl;7~Ke4BNGf zcc0;YE7bl@wz0#BemG8(=#M?7mVnKvongec@G~NVaKDJTz3RLuhEOykNI2h7e0KfR ziMO%>ALs)f$kDlsOG~f^QR-0Ja(ehp!01*6s@u~tr(@UoE^6932fDOU$``C9(TNq` zB_6F@NGarV zgIbFZ{cWa7(J;ogU5qqzE_1tERVj+?z+MmXlc)i$S!yCyXe z$PP+j0Zvc7frKf|Tipf^8b$px16J%DU*RYUf%ReM9bGsA>#6qAT??q~7w>^EJ%m_!aqUygVi5_n$sny5|Avhc;jP!k&Nv@`K;Fig9yFa;WjA_ig)1&9?-` z)W90>RIULSl>43228=ek`(Dbv92kFxQF)dVa5ZL8pmzTW4!{(&Nuwfx#29CCSz6t< z>n`S^0*qieKY0hG<3OB>${GW%|Cviz?TI^17vLLFFtXEwS5v{}{nV^&r;ixqurPt+|=!Bh^Mt3)x#x~qhsDQ71hnq6KT}_={1{g{yeOTQhJk%v%Qyw#c_FPwdxwSL#H1Jw>fJL|6A72lL;;JSlX{{J-XfJ&Hri7J^by+$;IyE0s*DBzSe|#gEfOe(SjNZf`O5eF#DJxDPTa2` z{nQU!Y7)?@Ll&mGCD(+Nb4mW5Ew714{K!2ZZJIu^87d4}JU;1g%` zVfL!Cp88OTB<$o}l&_$cTd0OZKQ+D+(NaHkO!}SOLvUQtKKO%GuN4L1D*h^U*8tH$ z(-xm*4!FqKx#>uZK)o45UpT0@($)f@PRe}@RD)V`6(>-PNgO@kB*0q3w$s=Djq`Jw zBrt4v#d&#p_oKxAYJ-g#UvR2GQZa&DhD6|gqT1D{1nw*>TvA0PnMY6p^5b6^4=S5U zx&z#CY_=IV2oge&KAOYXO+bzNS#|7!_7Ly8dXG(MHrpD*1k=D@z}*gl4RdOsQaN;n z{85X7h&D`u#6i+1-2kB5=(89o!@O@62P8VL&0fNo`V-qjij(8YxVgUCZp?+OQwLCD zt{anfCj)ES6LP5RxVa34)$c=VrcRGWPj=q}xWNj_GI&nk7q_zSC`+~}V?%C@ZjIJ! zLP6NCLdl%$w(a8Pu5QwP)MnMN^6n}1j*yQeuDFvVvPe|Sf#MCGS@LMO+;HP+G`5T2U*^Oj9d z-EhW5F&L{8G}C1QMi=Hi7cK&gupPACfG!tnT9i#DLp9i==L0IO=v6*Xm)%oMHo_f+ z-7j%X0Yvwv5`(@mE~#Rm$?y|a&~T!{s0Vm=%HszTT$Th+IwG%^iH&n^2SZwQD1+)< zalVz;c1(oRhxY^*U`qTXKh9o|L<2jt3jH5Q)e>6w2qmMP>%eyUWK>6>j9>Lz504FB zH=P-rLfbzWK>}&W!7c^J$zHKanH^3a^=yq4(X=MuNjA!I0Y~;!jmr0UKF$#%Avn5 z=)ZdiRBfUl{G~^}vT)<4Ayv?bjL?da*)Lx?_}#o@=9(^CG7cPJjQ=S0Ndg9^?%`_h zumP96&TvD51EF~EZ33E34Jdvjtfqt)c^?8+L-z}p%O2QFZ{46{Va9eKdA)lw)85M5KnmstvgP&1)XdN!qQU)l->%qrZLgR`(-JX z+4ipP&J6WE;7jtog(g4X%WiO%Bn&|D8B46EIhb^zZ~Tf6xAnfT_oDiH(6gJO$xdoG zu-)caAH%%(rcC}9^;Mx>%ng0s!zYbkeSYqwF)ppf&BuL8Nck+v9=NQOzZ0drRoN(1NPdGIPB%t*{?)7Mqx`*6$=jePv3 zDi{S-7xiAjhj%z+CT*u#3jm9`C2f%%=s1&j^B&ZCzsI|`Ynb{|?64@H9j3anGqf;2 zoX@l1Fk9)RQ-nA`fr@$CWpJLOpW)`x^(c{YRF|hq84qwGRWER$ED!(q<&xq9Cg82w z=|yTm#P<$WAFBcj`X|UOAT&=r*2J>gF*XG6nXbx9hz-)iI=t!Z-P|q2f0LFe$ zFWhA?#}x~!-4cDD0T%bSrQ>@vs0q9;ipDVp0IU22a|ZN?6ipBIwb~p6#CCiC59K~k zIWrv-nhXOUNgW{f7-49By|neUBAZ$i0U1W1duoG>P88J z^H^-AD`Id)8aH*D44n4z5>mG}C;GyIkDMSN7RHNr_mH4(&8SmVw3gBii4ZTKnvx8Z zpY?#A)_;Ky2l;061t`npMLdfEx^~|t5Xm{Tz_kNPh4MblGteRm+g&+w;F+mPx-J_e zb>fKRlq&p@wuT%i#Kf@Tz5zvXSL_xK+R0Fbq;~%(;blnJeA#a>BM6yr%LyK!;tlJO zy2?Ym8troHa;OnOdKGdICN+d+n7zzWUS%uYn+{HfjHdQuJsz96MJxxLf`E0>*Pc@b zXL>av-&KRbInuIK8yvKrs>KB*);iQbuuPS zMy0ZUWUGY&S*a6#%%jv2B#Jm0UXLvT{{H+_CIKapaeuUs_0obFwz&mSjVQ?}# zRX_sHieu-be%OF)6CiY5*@|g3>ST70h@r2-oKm=(F;D;`-88}ZZ9%WH^(^Xl8)g?4 z3!b_~fEO+Petm%Q$(4P)ySEIXpu*7r-~^K_yH09i6!J-kj+IzSW4S3^Bi#qT!ef=2 zX@vqXlhllwoxemT36M)rd4u8{p>_0dA|lT>DUDc*{BPGOpsFV5Gl|ZK*Y3wBD$qu@X3(^!0`|Y)J($G9pe$=e`1MiZC#u(R)xP=48Q#ZC`~aoO#ZMG} zW0ppHIiNhn>t5}SWt_eQ=tkv-=CwCvNSs;yVI!2-PWj6H1QM99NnMDx0o^||&|?P* z1{U19zoH^z9SogW2l}}0p*@lI zD6`M_S?MVALl1h5eC6UtxRRydtOs?AkqTHMz(tt&F>z$NG-*B#0kCMgMS$jCT_O`lT8+**!R~#j@Py6gB1XV7vdX;7 z+zn@|@6J4^Ro#y3ItDbTRC1~n%#zOHdK(wRttUhG{|Y{)0-)G+BnHypZV<#$LbCH8 znK?JGE0$m|X&`MPpnrzc0ep9I1VFPfa9WwYQ-R5Cy4<4fH!HE%t%hC(V*HdnQk(q{ z!$5T7?j>S&m9NxY0$~65*jaf{+I~`fxdpyffco(V9Hw?mq61{hfosfi#7V0vv41WZz`H=1`3tubPa-C(gsZE+ z!c-}PXv`9&L3i+*4fmBm4yhMSVU+Vij@{y((`W)0A;DJ8%;M+5~ghySNxxH~;$^$juXViBta@Wl@J?a|}mGVwG8PZRZ4OV!A49;^EtT6B?DE4XeOWck065wITAwmC^`{Tu@KissxA#`T zBmqxzV$k@_ud{^-LDnf1eYG`&ETqdl_)n?oz>#{-XU)mbdY$m47^pR4Uh~e~9dP+( z9`92JcbzJMv;9;S{esxL+WQ^5>GyfQE$fJ<{p7QG#>>y`$K@w~+&%VOT+D{kvs#a) zP4{|T0%j2x`y0QHs)MB*U77}e@<@O3Klq$0wEDU2^QCJ;OZL2Q)81vH--qcfo-B{6 zy`{nJw$|xq7rZaMo2pj_w=eTg%72;1N)qo9kQw|Jy4c6cb6+t1A}r?sUony!{6hRwb8I2*ukNl6;btJ>AM z;O0!9tCoPPKeKITsELX5mBWj}73q2N;c22Ka|tKxbBU{5Mu_s|*`c?TERwL?!ImTK zIfucr!HrbZYWXqzNF=M`D)aQptEt89_xa1uZLfR;K41K8O~0Bxk`BK5D{UV1cKmX~ z*O=MSI=(VVsBUGEBh+8fO5yS2!Dt~}Q6Xezgj9p?<<%#b&k|JXN4aU};m_IgPSvX` z4s&hUK7)pXfgdh*|J1bz{ByPvc)Gp0ep7w#^Q)75@jPcNRfi%2hoZy%@nFiZSAtvV z&oPs`Y`cSg>~j=qLufqNM}rx7Fr{{-y-su;RwruwKTjA?vPn;Rs>Cqbv{!h8$AayU zM1me`FRo{)G$}#ln2OIus`Huxkf+pX2ggKFV=f^SOj&(}cgRK0@ zjkDoX0psf$Vr5|rRkGH#M&sSkIyZ_DDsHfpxo#HBI%tArD6d{S>UYxwOidvgmab-8 z7F%>|#2i(lIT;m>`LR>a>I>;fvx}-E8CUzTGJBJuC6GU=#5++49(m3Ljd}ZAI{zlk zvwZ2y@r|w&o5g5B&dS`s=c=FbjjJ?9UWY}+7}W@>f55lr?BcOGoDu8$3eS>W<@rMf zQ6zW~(^q%+puDQcC_8W_W`{yeLG#*VHqqIDg^2$()VYSUg_@>Uwn_|nKEFEHGxoUL zKDP;w6fxXe*=}=ecUZ~Vj`T?%%(kBrSsi<6u1!UCh?@T#m}DNfw>jT_Id-<|lAG|W z;+5a4i^YM;SJP9iE?FY2gO_z;N7B-BGefPdgA?wbE-pJgcdA!Ts*42!KJ?R+w)_lk z^SuExjl0)=_}`d4{7@$f7d}WqMH<^b5m&Dzm##7)w@3J!(cg32FN?|;pm|XR^Lsv(`I+N>IY)(EREW9Y@|~izCm)nZ9+N8sRi>rc z*n{6m2It=e^*9ATrv-8aI22-Z)ISKu{-LAJ?<0T9^w@d;o$*(ChIh6?UCZz9JEjME z50QF-w`@CavCzB%uRk6sM$*);)GBMM%6_<{89nAPB|VjL|iMz%jb46j8UCb|3$1}B#oQD+v%12K?2j>xq3sDmNP>q-(BYP4}2#6W6#r19Jev)y{|KNe+n;Qld~9yQz&zWUE2TbGFtOvGA5gaNUYc%5`0U1ugSt^a&_@(33a0WQMAtbe=9!Et zCzwok^z{$%_*8!TmC+5Vp#d5<;#w%0w^lmz175Y@W`UlS`iDd2m`X=cJJCLxLDnZ- zdbeaVi%yJ$21pE=|5>ntvNDx(G9`j#ms9E|Mmp)!|mv6Z~U9RxBfNwQ@mxpI*R0joxmw04mJLYvYM0Z9L)GE zgC4`DL z)hT`9S)ii4b9-V+F4);|(k{j3wqCeEm8#t+aOG~E6%T?38 zCj#?M(rv9ye>A$<#d3qs{699=P+eXAj{S?uGQT=J$eoMy2{;`yyZCyxNn~hqG2Jug zHQn~p`7nL3<>~~z;ypL({64K>_J3Qsr5PS`O!78xVAS2V{T;~Q?1Di!!5Awn!|jL2 zm>IoFQSZ-xq`sdwI||Je9;*_Hy=C^WPWa~6sN?gT3;LP|nQ6=}&-9!Vb2CZodGf|x zuQ>36UwMVS;T}@2647(9TW+OuVVC{TGX--yN+jm7O6^+K+H}&G2%qv>=6$MD0s;y| zczDT=nb*{{%vkTq32r5*G#tk>wSt~d$~0`4$2Qb!OEdb~f0^t-@(|y|R0-ediQvD{ zZ7YLZ67d>Zkn4^wj$6$kgAzODn@C zv1cqM!wrw?0~GqzF)=zRBqB$4+w1z}3iiMDVJrZ#!&+4u!>C?c%mil8M~C@n=xPSB z!!07Rv$Ap!*wPa4c~+j21<&YHdmU!VIAakWWl(7C3qHy{>#uaB?p)f@O1 z8TuC;^>18Mb`LMTxK(Hj(1%fywxBpTCX>-YX+%;T{3}Zk(4!AMDMtI~7HgiT3Nmu? zv)}Bed%JhMc2K>Y`UssyoVZr;2D4yzJGUDCHNQZAc4RS;_0ec$N05e=<0q}s>t!bi zB`+eWP8|E?U1Vm!lD<*0pM9qmY2C0RPtP1vaS!@$Xbd<;-{-6@YD?44_0N=5Ve?Q> zS5Uw8=DC8LT^S`0Nh97<^2H*Pa-qF9V!r|kj_*zUax3gHP$g@Cd1v&|@sX9KIh3Vs zSXt$ zpWXB+{1mKLV9v6NCZD&RCSW9Q8t2@gaO2=Gpu=E^+umDtgW+7W_ohp`>)v0M9&T`u z-QReCeEmPE>n4_0%p*m|5895-2GOAfxiQj9mhTl6+onn+u-iY`&2^Y zsMS4^YjvSQPPXN6KBEp828Lv~Ra{gWZx^6NK?*-peOsChW|G^8D(Ei9Rr>^?c?}k^B;QE)H;F20 z%puUYVCON$$^w}qZEnvBLxyIl9}b_)HP<+9Z8VAEtEfU| z6d83t0Z-k3``_%e2Ln#R_P)47UqkyZVJbRoo(MLWJQ^XzjCf63s;k%~ynGn#97Ls* z9brqDdx5uNay=|4e)WSHz)$RXz5coVUs}V4^>rh)K!YP%K@Ag&(sbt&lP0{RUrET) zz{(K3zp2A9xt5F~TL@<=tW$c7dk}+HhF4}ZTHr`&FN%YVVIMtrWo%T+5+qQnznd=x zs~m}XB5voI!{DJqREqoNLiY!!7&FqOAqDgXmf+og$TUj)5qZg0q#)-QbkO7t#V)~d zs^z%dcblhqDL}C_%9IZm8D~;F@eGy;(*)p=^g5=F`By}Rw@#x*!DDgx3G5B5ZT*Ri zu}O6V9Z~)90m&wY0Y#gwoP`Q44V%-O04KE2_=Lb3S&8q!>SWnJCnxR*; z#)yVqY#GKsmEVi%Yd}DlXdSN}uc`Ws{huaDp3gz1+}vA8j6kI|yVgHfV+3gTT-#r* z|LUJ_K>vLGf9fBiJsY1h|GAkzJQ^pL4mnp2Y9B-jD#J6gwtHi7Ws;G2s6O^fmEMAE)*-a{?$Pp|DKZ zH~Me%Syb;R+Z&iXjtMU_aWQZJ&lT%)^2{nRSielFBK+BMDO)waeP+s3EGImm)q~rMP%SyGu!F0#z zItXsbCvvM8LJ~0o%kng-pcGJE{@;F?|INPE;TxntT-A#_zIK{Xj2F`i%Z>|K9KbKm z(T%MV_r_ml`Qfg{1=@`=9!5Fn+Ub_`(fng%T!6(%Sb<232%Ag*QZu!~z)W9E z04t81bE7|VRh(o5${Vj>%uMO`i}-T(_sYubOj{0*h|f+_>k54K@T1t%kIVm`=+@T6 z*-G2_p;ya)=$1<$da(M{*`+p5_t%U1^iOB$M?VxgD_}vzDRUW-z5qWsf!f1akE zrU*4pQw=Ro(@v+~d0v+Ds?+*r_bDE^53aM$98(xEYrb%>?y~F(t&h+1PE4A=g z<9y0GB^I4@bM}Oopz>J7n?mhx*eP-dhQn7ko`d+HCmAU;bsRSlNVc)3EYYKKJbY*| z@jih5G3B)1C_B3f2qMZ^k`CgI?>J1xd)>b8H2hG-Yj|a>c%zlNRc2{6zb%0TAYn}9 zfIIzZ!oeW+*2qlVWp2IiBZuJyuJPE+7sTlD+~qK zNftH=zMm`27*6PP=aAp?>QtB23)Cff3cL~|<$x2!QKvNKsW~R3X~?5q8{>_4^F=&9 zo}<4<<>2oB8fH1-*HuaFYO~<0jnxk;=hG*HhyE__R|cp3egsZ@6PYI3;m#5tt9d!} z73BI@f&lc6dHY&1)%^Ks)6UhtT-yv$^#2K9t<50uyq%M-vw7;TC4)0#zYON4W%ETT z_~QYiKMW<;LOYO%81 z9yur708LQ-K#M~kho~dnKqi}z5`(SR$^2-!+rN=nNJR^1(aPIzHsc)He5D)+sfGi7 z%}TAk0MVO+G#eW?kQPV_MY-FIgRz*R4hEteuLfp0?2E>e^25Bl+5a!v-U6(uu3H-h zQ4}Nu0VzR68l-yz79b!k-Q6MGs0b>EC@tL~CEXw(A|NeYD$?Bz-&|{h`n=Ecp8q}n zIp@O5z4qQ~%{k^6_o#bLg@Im_AtfQi7bK!CUd&R=(%lOws;J73Md0j3N5OD8-BH$2 zen5Nz%_q5KsRPp?7(DwY^H&c}BT6^M@u|tqN)^+78+Sc}mt6t?V}H zD+flZV|hyU&MQ>cL{8O2cFnianI}&g?XCPkUG`vmGOdMd`;Zk(>|!TP3~dr`L>e;s z1S+kdwaQm0O_Im({oqR^gNvJG4}0gG@Ln^YJ@%;qEOn8K0r&ylk`DV#7 z?vy*p+w`ftuWl6y83f$mDw$3aeOi7Kpz8cHzb&|rz^i!H`sp&`h-)-S@nn>l)x#SN zLJdM0O6TO|#TMcnWd+hN7yd}S|5z!R^JdQ(`K&9~K?jj9(=0@fo0MD=soo?+&Gi+> z>@3?=wyTdrK+m@-)*Qw_miY5!(7uGrT+0R3ORC{evyhgmrmLi@^bWKYghqr$T!-Ky z)JBn6sk1?{TcPT#%H&ly3ZJl3vr>~&tat?#z=Q$x5KOlcma0k4Vjf zrInkgm0$1<KqYX5^ZbR?bE|U)1YrOM zXDZDsZtWLb(+3!U8qa+Txd~gT@5!o{vnP8qP-94)+qxsdDS5owv`ugmeEn47J0x1O zCzb3Z3s{wiGkesFO0LBxRwq^yxfs6s(kYhB>J?4(qoSp?wW7>LP}^#8)Y_?)vSPu( zt{CCmJ8TtI5T{kOf7sJ*+`3Z&wx%|QHCm%e)^c{S4j-$&al-Ns z{*g7hb5Ekf-q?R5IwT^agXoanN3$$(WTTb+l_GGky`@Kx^m{P8trPYm?cMhKZqbGP zbi1SL=7*WR&&9+cR`}+W99ri4tx^FIzqo5XL@{rEJX3HFNs=;w3S8dqnj&FoK&9D+ z=-*{!qS?MrIM>qsTH$r~wz9yv$AqB-p#)T1cViXP5N%=6UXq!g9)q$2b9R=%!4F*Q zM)c4(3f9)N3*t(ApzotpXAV4ngE%l8A7@e}w-289994}V`%&d;P$c${~UWz4kS zJF`SLnZ4GJZYe7Ja><9NgkwW(jrO+%C<~6eafyYM^nG~;xPR@$_Ah#vL^Ek_StS=WcYVNf+Ie|V7lywtB$C`*s+1#N~(!t%P_ zBcTSW!)pZRMQ(mw+1hVn?4R!Lz7)@LQ%;#T7b^j%q7FCU%{U2F9dE!LRl8GrMKa=< zpQp~0S}sd@&;PXF zX^8^5H*{|jYoueJW6foPEtZ3Z(>;usikOOKULqE%Ng(psbu}lFs=IJ{$UeEqOgSC= z+Q`S%$F)^IWc$JgQ*wzs-{>qkn+r-NIay`-lLTE^s^w~G^RjEFifSTnwZ@yi_ zQcY?X6Uex`RTL_5!`wZ_Apf?vB-`Bw(x9e#sO=*UVvOaA9E-W7ym|07wtUgkGOy!5 z!I8+&zG3+z*?JjB+L8q~A80ad_tsu{!{CtsXKDGAFrrNUGPJfM9J>oCyJ@7N5GM=m z*A%c%Of2dHN1ywq9X?K`}VG`+<$@|DC z5pWbtt$y_KSp^4?_U6VEbMpZ-H~IU?~Ud1;hSgy zHtckKR&s5tD{CfSO)awMFn7ZXsxXI@driU;RsA9Y9KB6klWS9IQ$F>Y6>+~YBVg!1 zSJ~45M7(XSn#6X^{G%sfLyGFUawOM)tiHdqKd%Xa1lSVHzgNI{zNQB!utnd%5AJ83 z@4M_gT$|c&@UU$%W|IL?L}^s+hIw7Gm6B$@zLB&<+4->)l}_czGfVPW6+?wnOX(P4 zKv8LTzi^4X*6UOP2{om-_xi19n1M@D^?&~IgCfxKx(1uZX9n|+j~|>>WxSm)s-4e& zvg6hotfx4pX=OFq+B&ymYq#ZDVSdLjh2=)1Gz=~Mf>HIAGpUYEucq|HVcY(1P2S%A$Y#i&VWL&jOYp) zHQJ{slK`+H@|8z~yf)yj2?c ztWIioh_c^G*{_&P14wh)@B^e*4{;~=Y5Lx&bljVM8xy8k=2w4wE}~d)oqcFR6aYK< zG(np0^Q_KCU>8cXH+m5Dp^pZL+6y#_+#+PEp-0O3(nCwhDy7-WH0vQPq}mb_fUTo4 zFBDg)x`vDm&FysR2`(}CoXsS3#_{J8wR)e5L%2;6fBdfG+_*!eR3umV*RHNC8|GG0 zoi3*8jD5dijOofZ1m@>sVF&4dS5T!l64^tKmLBr>_H)3f1lmeHpnOZJ&dc1|l_jIv zimIYj z2)X>JpB$>85H2C6&5iX}5M1h^7BldZW{}M5U7W}VbVBE%k6fehH77ZxJA0Z0%y44N z63Y_vrhGH^+~HlJUxj;=8a5Tl8{(!-3#jSL+0$=p9TR& zpChkI=GiL3NR@hQ5b#ax&RyNRaenf=iPN*r4wWC|dJ!#;R(MHF0?xd-*Ki(2bLtC- zL1-U}bYtvhjg@`ti##*~otw#+H*@8bU_jExE*O?z$6T1D;Wnrv!u%-ddLDc|Z0tM4 zbOos^FmZeAFh5Qy8gDjT!Ju^xJ0E}@mY9rf}7vcnfwUM@#z6< zCoesb#g?$nyHd5{f3M58j{iIH4%%UF}v1eW}Yo${v(Z~hT!Ok zp}K^fxEmw1mhQLu41M=an54lmoycV9n2rz$IHt3cYj$Lut)g)Y1TDOSu~*aiqWTJc zGDeQ6?V7b>F_7QfZn+qt#_)5rFDHdzl-d&<*I{ZnGWkG|+rj(QSI4pJ>nWGZp!wk-_?+d48F2| z$%U;zv~g9io#*FgzGSu;sXq-6kp z2_L@Qx|BbniCj)H;2d^GS{{X$niLDGCgpJh%W!<=xH!H(0ShYi|q{q&UoJLld}b#uwYW=M0%ui9N= zVeP@5izG*2SRV3F7P5L@PX#7i!Q-k$Gu{rWz73RomtN>`-qA}=#@+O}xVwGkS1{4O zt^h6FeoM7q*@GqT-b^LkOUIo~0y&D;SHOg!DLvXr-lRvMW$&H?1l$|0C#segUh7R{ z_pC`^(rud)n^DEyezaL{st|JJR+0kr^HL=EZYL2}z4ywtSH6it-{Gc1-wnekP`D3; z{3_g2HeKEwFkRa)`LcOrxHRe-rBaTLdK4BWTxia_A|=I=AsrjGcFwZ4ZwB9kq)*{!df6oDjNqw= zhIiH)MbBwBY?KI~^*P7-i*hzhHC`*Zn&bZk(-AX4o9oQcD*ea$@)mylwOcs0Bp-Ap zlw3o#E)TyDf4P41UVd~!)v`s zG@?n$Xx_okm@Uqvy*eX?iQ=6Sc~?QI{_IUo`A|h&3Q~fmtF3d|t*Z7M(jTZ%I-iSj zO1LMUtw;YTUUgS)%+l_>K~twM0n=WK>#L`iMaf+6u#i%V=jRJ=oX%5ARpqMEn0uG6 z`j`ck@BTFP6)_biNS>&s#jp1idp|y@)v?k4Mu~g6qOFG_oucCK+hjX$6)7=O>;A(? zynr%OIbvsFCiv);^z2=2wlwwEvOsXA$$(F2`H$YH+sOTy?E27ms*` zmFHYS(Z>ff&+^=1ntTN30y?{qfP7Ijr8mJS5(a-v-zLdhg~bxBorgHzpQb#spHly zdXAhJuB##gZyrUT4zsjZH4;#9qpfMqT`cGN$xg5xvl;xfy4%wa%ukpv5R@oCs!oJ#cV#1`Lk7(}n8O4a*tE|LKnFJ3> zF!#geO>d6{UDkmt;%`Y)(OrKw)WHTaiS&ksF>9#>utu2f#UwVeFX#|JSF2(eh%M60 z(%xAY`J;Ll-Jj8Taw<-iJ&w1ruU`JIfpf5QH9f3{(8 zr@?jg-Ck0@gxcKcrv>z9Gn=a(zQJS0HVz>@lV4=a%{jYTQY2+UkgZG=OsKch_UUs| zC@tQQlW{zDp<2>#CTGx(+OR*l0#_pa4h79L~B*r`$P z(w%ucgKkBTg%@hX#Lv<85-n=hi?xRt;jJgD;al7zN_I-2<35TxcGg|PjH{9b>^gBXoH2xS&L>86q0+_P}H5f9*KN^ z@Ih-hOa;>h1-5j|YU^w-E4nU$3t)vQe^(RoU_l&!Y4BCp{&FFX)6hR{n_} zlocpw*3Fu!;JBKnGOyqno}Pb5j)gAVT5u(YgE$&XqpNcyZw|Njx!S^HHHq=3vO}U+ z66H@XF9y*6U?&dgwU)W7r$&tBBdIWyRi-_XK6gRmY+r)t!24TwWTc%E#JvnM+udoS zmL>%T+)Dx;MjC&swe(VolGyM-YxFY+$ZfQV&XK72CaT2ikA>w}uJ>(20W8EpolfK1 z-1$I!SC8*(a1K&o+N7`9Q5g7yf&^J$;}Z>In+3I+AnA0OFQ@y)Hk=M>{a%UC&JgZ> z8Ghkn!k>Ol$NY;SD>gO={~&-q7sYcV(LfKcHMCJOYdnpvuK#Tl@x+{`!*A{isoh;p zqpYBu7a>&Hi1+oRjCq4D1M%0H4%AQSSjL-tk+Q+FdCY<$AU%CXhZcf7^NW$0{iOUb zOe`zx{c%B{s#3Gk|KucTa)<(tZYF|bP&C-YJ8LQmd1BA?V$gqAnP)v;*m4J2U$z=Y{aLQ(fVpaXvM#* ziGHzzB3q(32kEm@z!$ROiu^grzDUvI&);usZ8&;*-W`33Gr@Qn{n(#3jGbnc8HaqH z)Mh{Sny=6_w#l~se2snnc80_zaUWBdFD~8gWcsUyuwrW?;2mN!+QmV z;u0JU3`SAjx;Oe*_Ycrh1FTP(OpKt+-AcrVzHTHY{?4g8So}Cg+#A>>=ov=U^|Fwe zdJv&CZiEk!I;DB{`0;Pf#`1uWY{35ZzEzM$?|_50n;CwwEk5a~J2$x(usprn6V14B zeH1no(D6?XoGQfpoEmf0WbFdy1g|ItJP*hSGW4UoU8!m*j@dYc>NfF~+##;_E!UgM zQM_43W`xu$7#R6KXFs?6YH5p$_4!O)XALo$m>IMPPDyl8`mRee=uFs`>U=upBWPmd z9%?OoD?P~8e3)x1I4U!vn8U2+BpKgxJ*&A_CcC-e7ITtI^H%B8G_g&^_ zBKe|&?&WW~w=aK_^Y4!dk~Ea8j8szx4{5ZRU`jHHVNi#S6Xgkjzu)1vJfwb+q9wVL z{GzkaMxMwWdytROf1v$xpRu;vwUDQC4RLki;VL~&zCe=ev+x*!5b2-^vFryxBXEiqhek5?x%-B z>$9r9%*~|@{MNS4LRJw%ckG{Zd=g3>rC)_FE7Bgx3FTi1HO>!JY0$rR8?Sl1or7-@ zbx7nz>dUPrN>BHP+jG7?TTS{^g2D+UQ*Jv2W9Kgf5GYQK$-hqe;@-gbJ&wh6)s~eZ zC}ee*d!StaqajdBybDJ|4K2#j@jVXNLK1oTuH{GCn%vnEygW~g{DGR&125y^Ek4(n zzuR#U6P}@sB$Db6@!VV~ne1&B(mVKUSm5?L}U@w2fPrR1=83{CkYI6XHt)l7^IxdsMV2O^^vV^?PxZ}$jk zvJfO74!JHgB6KR~IuS%tx;#v;E|%*)e3G4<{GdRXH-n+#NoMQYv_w;7PWi9Fl%&zk zaz@o}mzw*Qnt5E#l;d#a+!DP~JNJG_)ut|C-;pV1k>rVz>TUeiBjLz8oKzWn{s^H4 z?vRm;FhwP~pvPYJEDqqmFO}#)>*QpLtn-^Sy)EMK$dax?LGJQ{(D}2WUyBV6M}&RA z9rXsZ)jNIhJG7DV?YS={y6lqib}DYoUC)a&ysGw`Sqlf#9wbj$GYUUVts%SMwE$YR zr{YdBJ|k?z*XN16uT}5yRKg* zN3H(?`JL4_?w?87<}~SmgS6qgyWKvEl|x>vc%fBTRG~k(^(=<1PqoOrMl-w_#Ugj z`X+kgaI9KCRhTFs=DuCa>HfD*Oz_*}y$YW(%}bhyVR&FH5c@M%zDb|&rzP2LME~rN zL#83mC4?7XBL70PR-Wh3_0q#cy(R<@gH(YE|BGhN16q;Wvv>i8S>d5!WZWNZ1MjEb z3dLw5ig1a2I{Y&~b;H!P;3`4FSK*McSbSmb>#-fE-Z5Aa7&`vafN}^hiRFx}tB$da z?kG`^e&3J&UV!U+=*V?6Z~wAe4|3(*8Av;m@dKWmvAUwMj8M)4MI2Y6)QcAIua~HX zpHC=`Fj?QzmmTj?IW!!ZrttjB6PQR3YMmv zfxR7lsUlrrYtus3_WNaRykWKN#?ko2BP;O~=PM@@yN%F&yRS9*#^pK+#?4drI4-}X zN|d{qsV%_#`eNotYgq?aGTlXqd-4fCsdipdYmog6qQE2clbt1Pwhp}L#)Lj!s_lIv zG7`+V_Aw1ZPzLcq@BESuLnd2~g+TC*Q!Q7v#l$^v1AWabc zS|EBo;$74l3yf!nj(q*9L&GvLn)|F=$-M~@bwPnYgZG18Z*uAtxu_`6-Oezls}by< z%Ohr0c|jm01&~!cdh0gsCQcr#SLq&$LPmj=Q{FAi4IsRnqs_1hVHPLfZ;bM2660kM z>1Oo7SM00IP`W2v*ZHaC&7tv(D(|YU$d0VqZS}QY#9)^l_3R3HhRVmTEENJ-o(aUq zt}cmoPjlw{W%CFP6R9`WX#cpD@N?q;YrJXPuDU# z=hCM@Lw}EV*2h&&i^0@21ribZSxh~t$| zuGDYEbw^Y2?G8C48uGagz?>jH4TckaI1^ZIp8c?^=JP&#&1oi7$qz4*E7LTVL`5Jt zPDVm9Jj=t+!726{g0NQGM47zEMPJ^1{ailR-i$RHurrY8-Z7F5m?~ z`ZJ1@0wHR37@Ooh^XOboLD_)Py2sdM_Uzh7|J5){k)#{%{Kdo5W)BU0=`A=M zB07v_&-pj>z8o>-aCo4I7J;>|&oRO8o#`uSR`d$+jzIi9`H$W>jk}lLAByAvKFc1< zVTt%1IjkJg8yP+P$SC(hDN)lnRQ}VR zKb4llz02<;m2#{E@3rXA%cycPKoP4j5`)v@6~&-X9XCOKw#io!2RY3L*Y{hxvQ0v+ zVOL%=c^>uP%!K-YwwcXQR93G9gTYJ|S3WI$m)W>RL|Qp307!Gf{-!7SnAsWc1-uw3 zu=b-1K)g6U>FEg$&|5;{S-Kipo+&L_4$Mx6*$Sn(2XMSBWcilHyUX8G^Jqd1Xtgn3 zU$(ReOAWnA38*QVT3)1lGvDpzv0QK7yGc3Oa=Gmd)}5wppBB|LvDB2bTUL;kPD*4C zBBV=^+YLWV@yf3om!J)P*y8NqEBkbHyFyAD>xFD2zMq)t2OZq#K^p&5-%f%}(&*r) zTHbbm#54c2_%%h@ZeD4i3YV2vwKQ4D{KUU#YrMH-hdzAk{TV!~R2&dNqsf`UtuFI6 zh%?6TX^837;vD--nN)9=baV6ZcdT@zY92~K3q{gxHCY6JscwrQ5LK+Jv7lrj9T?L* zi}8Z#K(Z7+C-h#}L-nZfr`HG)&P~vd$%ic783vAZ0K(?v3IOWb7t`C;u_QWq{gHVB z4l|)6Ht62!Xh;2SeFtOA89k)jY@``PSYaz&P0pZfSP5O#9=XH~+j6kqM>$;Ep?=|6 zW|Ss3ihPX;fvJdElWq1vi&r?Y*w6S%?YDKEsh~vDo18vX=*F)*%x!#; z2G(>nbRq*K=DZTkLrfuDc1Z6DrWh~3Oe62cUL4o%uBEs#uSC%L@E3y=?(H~gqQd)D zZ{OOeomFR2t_!uH)_5Vhu-I@d%=hE!kbu4~dP6wvhh4Y!=jF`Tq9;p24Yecdv?w|5 zPj9fLBpcocSMMcCESL5NW9*M-B_1BxsJ1F2rCjG|pa|a}bh53>4k=_L|2}<%bl}zl zmBykA2FBM`a{!fTlsPbXCO}tDK%*?P0oS7yaovIhuvh`O$TB%wU@b zr$RqyNzuz<{?s~;9}wo={n=3uucgLg>V9^$lC|$wP9j{I{<5GE<3c+^>4SRuSuWoC zgWgK?sk{;=1fV(IyXt!7E7O0kIfyfR;JfLyVTsUMKx95Pb_`3Re;S4!*l3k%b{ zppe;hd>l$k5tz2e9gUy}JozxJ+6DUV_yzjv*Bhcor#_9ZI9DrVa%0{^*`?YU==u4U zS+w0Nt-Ej;Je3ccxgv;$0es509fF*j+rt?VyUy&f2EAl^M${lE+65hZB#M5l7zikL zk4ofy1EbBT?@mH5LpH0>-zBw#tYBKZ+|M4)sON5aT^9zAAK*!)WqgLlQE*31k5^)C zFK(QE%X}!{(;@$J#kn|W_Sw$I@fC}d2aG*_jpM2dn@WCXfGFZ)T|DrMZ*b%IO0sqL zGw8EZvbVD7z#MDEXg(cvK!)NVZu!}>fsF-ua@nV^prD$(bq1oEvSvFD4sfauf3hJ= z8`!ie!;DjIahZ+|7=78^n6wov-OqGqN{^jXX4K*KmSUw=n|?&YJWWpB+J#FkdqbxE zlaysRBi(^4(r#7z-ok=IWSd)Bp3duQUY_4daBC_f?vGB!dARV@#7)SJKHab9{_Yx@ zotCh7(7vO0QF+K>liw(_Rq+e=oYt#cV>VB0@Aqxq&AE3}m?&KvwClCmLf9bc*GN09 z9hhd*fm6+AuN-ZUAJ9exJzcXvqw36&*}V$ZML3p4;Lb1A(s4is&W==Cr{d>(+sB%`}))ZJDOL{WbPsO-K ztqly|Fj^ZKkRlKjc)4tfjsV5&YZv}7{x2l_@!2mx9DfGCxL^nG)`Eem4H!_stnD<< zAlQY+cFgX~ez}<2_7qT%xouw|0b)mb$er@M8@}s^=-VrSjlu?`tQMSl4GXfC_YZ zmMR22I4@e+(*=PR_{#eC73Z#!^;RJ6ub1z@AAY?#{tEi+ueXny(L<|4*}Vs(S)(9` z+)_Vm*ke9BY7Oaf)cQo1OC^P@e~5YP%bGR2x}q!O1aqn2I}jo!my<_YU(Pg-uS9$N z1xytmz(1#sM8qz_&K-O9>>1!)U|N0P0TBmSE69H%J zp8LyCe*$RD2YpL=Bx3^H4W_qqPSk`ff1-~9YvZvT8X(r8Wa_C4H)GI<1r4<4*A1-z zlq;OM5?s1o_8~U6wyLJ^piQ0PEH!)e3k3~5KUcDZ)X2Q1bO9;&%?k%*7Y9X$HKH}y zHw>uV;?cenXS=!DQ)otoSS(s#3woL6i;zh|Xd$aRHwUjmSVv5VyZitzv8x8V%g{?Q z0+Lh4g&hjdX$X25Xo$6_kXb75vPh$>z@-$>3IaHYr)Ml6?VMVs`soKvz&E=->#UYv zGwt~8(g@_k);*^B0NR1Zc4-~z#NcA;yWGSJAOe^iHuA5ze@zNvFqm6D7E;v|HV-uE z_=ezT1XbFvbkW$nV4;?U#9J36ddhm6x1M!dCxt;3jG@6vygJOOt?ZJO9f{UML8saUeF@D1qU3TM*@j7GyNE)22V@L2* z7DoZ;;EtyUJM=~6MAW2l_2F3D4*v#+Hnc-&hZ3(_e3ez**~q`>!`eloNMdLNmq9Vu zSG0nggHaV1A?X&Ips4mAI+0Ep>c*9dOyGUK$>(lO?Q0yfaW=SkS=sLH{{#l(W(Z%6*}j5n#Mp+>M9Y@ju>fJatBv?szL ziy$WYASa@b*-`Wa>I53`gmO3tRyD{QottxEuRu&F??3@Gb~SS!dLS@upA>=|xN)`y zDyEzfxl2m(aBvtOm}dmV8zh?frAIK}_V-XkaR)95+`J6cSu6XT1(cGhDG4!B1r3&1 z$`2zgm%=iaU5cWgwGB+SZo4B~g=e0&vfJOFNm}`-No%j&FgJnlRsCZ1g8_m2Ft4&E z#@F)j&0NQ2Pj|NYjaA&kb&K4wrKPI&@bU79<0l8 zf+1XZCEu2HszrT|bp~VZ4^>1$pa;4O)kdo1m+oNSja?m@++C7%JruC>fd>FL73>vx zK)?l>=Yj$~c(})F4Yo;ajNH7G5;V|>9u+*h1t3jwCIrzz>T~Ccnhdw*Y6v{b>iW65 z6d;7MTLvT#iguhAq6K^1k6;T;p-3FSbqCtj5nrqNStwh^Zb{K?!lrQAWa0aHigCeD!?8$X9NM^nvo8kmi zcxmnJ)@IE26_KBs*c>>Ghcy<2+H$!dMtt|7NRAkJZ&g15=jC=IZ8SYpNFgjEjl^8a zk&LZ`&{8?=s)MhgpiWy)NJ8VxSerUxMsh-zE96}!H}9Lkqf^@!Clobjvs@92?fgw zv!9F!sW|W`IP72HXEJcgvEgFkwQD`ZzwS_|SAx2`f zi_`Au>-mD_@x5e2XYUCB^C zZ$n}g9LetOn-!r9`-VbAV_=$7k0gI+Fa}uYe4X8;ueEadXT=a_d_ZAfl-6k%q{j>2 zwT}!k08wyF1+=#@wh!kVR%-!Y%cc7&~c}bsG%oGIzH2;?^2ya*7A$ z9lj_+O@G>&A$MYCnIkBDC&T^SnlnPX8m+yDRZe&WplL`R1D(n%0t8 zraKTqR?L(=u|Zns9$gF3u7DHJ%DiW&8}uENoIUS2!Lb&;ciz)79EPafW=ppaq_0&* zh;RWWFWT$Tf+N%7-%5giL9=xgJ~FFw3PLTY2=@A{c$BA>JWyrJ*NCIe=_!IURv{clZn)QSnz7r#;rG!N+`v=9!Ye~*+FJK%tk(b^5;fMo%4&W4&@{@X zs=2qjQIDdCTz<`^&kQvE=l0d+{=#*>VAAXKsmhf~L2*gT(A1?QrX z+~W*8cWNz~2Iv-43<%KQ!jE49FCb84-l&0ik<(Wm@x#fS?$#+A^hK=U>6I_i6zyi| zTV7)30gl|QL?vt*4W`9a>N#~&J+>75#z{QmYb(I?5tmehPMq>F^-T4PPTR zVyk$Oxs3SOuzKi7TD&8cbH{0WrQv;Fi|}@LL6zr`$dhiyZ%bnTKejFJffCo zS}T`Ul(7t7LdvWi3~*7aSAt_Aj>7Qi?jZIozRwN};@U{waZgeDv~ z030PyA)JATP-3Bdde+-q;K^4)!08HJ1NbxtsLme6oECWLLfyA0@R@iGupf>6laXx}>xK?XVAeN%i z*M%(EF869HYPs+*ho;@)J19Q>+D829H%iKpYI5PcUGjYuu2VrSJcPUtlz=4(Bb|#d zF5D)tZ=LGU0QdpGDeD?C$+>+PCA{6%{VK@I*pii${}Ca3~j<&)Wf3J0hdM&=cs28O>>T#W?-eU{VQSwvu*U_lqZ zs=u^86z!@NAl>Jr9=&QTAazE>gt&iz06vmobq9cG8Io0|eu{SKfaxW0XjS;V-Aqk4 zzj+k2j6cePjWKt)L)<&(SA{fAln0#b5P)i*;U<8CH%NfU+HOMmA9DC{|7N^Edg1(Y z$S$Lw<}B)wnkm3O{+1Rh+@=gVL4jirtZ%Ja3nOK0W!P7`xfyN<%#w#LJo1&PgXKXF zPPNR(g0k_{Pl@A_jZbW4Y{v3*dzmR7139H$XWxJXOEXVFfU-v0|(cstdUKK9tGrH*2PCC_R+vE z=HVb=u@KH#n6Yb6_9CsgG!kq<06-YPo%}BVhiLP#4~usq;W=_mX2QgP=`J)AU$fjv z@c1{_3|u)MpDnCdzee{i)3kVd=?h_O<2JJ>^zaI~0bFAuYx0vBDWYJ90@`9Ds|uKu zu!Y0ES#nuEuX9)uDE!MF{WnqIfEwRwrq;o=$x%!V<^1dlHQK0e0 z&Jt)fjLBd$|E=O7nehhbNNaTkHWa_sTzT{xyESGkAyLwJdMwY~tfAJ1-PlX4`?Jb(NG`h&DimXJHE6SD zoKG^5udIt3f)2=}$mZE@{Ilgn>~oN4?h{SfXQ~2l)_Xy@CUSaka$qz z&F~Bwbd5X#Wq2OOVEY~=f;;04RQyx4-|}@6Cxv)QQ2V!WpR}MC9?_@P!Z}DvJ?HC zRLvkfAe+J1K21|6*c!BMq=I66r&w#@m5%)3NEGcuRrd1ya0>-|^SIG!rK>>?Y3zQr z3M$-2n)xG0kjAwu-o17I$Q%L{C{7LZQA7tKwwp{jxN)tBy$Q*rob>9> z+`pPu!OyST9zNqr(RJc#C9(@{Ea<&F5dkrxFoFO}cZta#&K3_jTC?o2GSQUSoNZ$| z!CnIYar^u?m&ui08}@eqv;!!1V_>cP79Ef-eFG&(is0A?%_n8sF)=cwRD%BT6oi}h z-gJ>;5@2PWyBr&s7SwKoyR%HfCX;HU0t@u*W;R@)t56pB-z|Vw{!a>EJ13R%a3C+i zGg-_v?S?=)#l|xMr+Hwzzpz|?FoY+y*MCSM{>uHoxyGa84U83r5nq@eEM$f|i8JrV z;G}dAcl1h>QA8lh$bX19=LhG|D6{hSH8Vckn1arzl^y4G&n}E8!)cBCqT@{!($m#` zeJw6n1rZ}36`d)5=(%_aU=Qt6^(6@GZ|n8XO;GO73~1GOfceWH(1*l7c@a^G~W8%07LZ}%IW2gs4pqan{-d2LUO?0beibGf)GGxT&$u{hRuaZ7m0UrNKW zU|=pHn_HP}D9f#^I<{e(3#*PlkfG*+Zl3!zp% zKo2K7bd+X%MgFMG8+F3852{5@`qqEdz~5*r$Obb)E`W7wfmxhiBvzl*vhyGpR0>I? zK|lkw?7wJt3GQkyJPLSz8*1e$e|k;!6eV;0ulnS`+cBXdBw+Vpz@BxzxZ3_-0Ji1?u#7bXNWhXnfQ^6vi`9Go%bUb(a2^84{mR-T zcC6SuiF(U5Nj&mV6rY~FT5?sc4807K}) zQ32SY1EvgrUjRcO0t%!Kl0Mct0kY0ziwNM3xFD$$^G=-!P1CbQsO+X>K z{Cf&<>x4plI1zqKA&x^7BJ|Jg?4BnLKs--b!}ME5L_vdB_$(SDJ{i2^YRzOMX#d12 zl8Xkw9E3L+Ak-tb5&l204(|^FU>Cxi;qQx;$R4d}>o0H{xx@O zXzWOY0CIoX8O#9#`&_&!Tp&oiP6NL|ct+L*oX-QNjAA>--!dZ#d>RXOHKdZlcf+Or zr@?u1OSpP^Y0Gs-3<}S}yu)rg-{pQx8GG*SxA-^xv^-o1cUs$1rI?obENp!-M|r@N zw0!I+nuYseQL9m|e(|72gGIsO#GxzEcpvMzIYiFB{L_Zj1m%6heZo5=`cU=7s=~p> zgJpS^b2=xr(+(8gu|3~v%y+!fCPGc1ViutBUv>Vc^8aT5|1V-!B~j5Ot~u*{*LMuK+jl8Gvz<;m}7qWVo7J!XDJi!oiYN6WKqezwm@P z7es~INXQB@^KW!Z!AC{_%lS`mL{i!SGshRPn{{wEK+(QsbLLxSM;Ip(=Ce|aYTZO? zNEVH66WSMuZ-M*qz$xA^(QX~dcw~eX?L#_#qn!#B%0aR_GNh0NNK2C;Xxk=|5`B5L~l5f zYK#4QAe)lAh#iIj9gIW7#x3?D%qX}5VYy9}s$?LBxTYl>exKsFEot}i2Fk^kuw5-n zCp(e**MUw3y*NxF=2zW2P;&2W+@c1!(vO8D||gkME?LJ z|EH8(Y)Q_$x?mN-*_V5f4KS3lj>G5jT^{NaAr_)1JM|@ro{2ovkUNDR@M@{0gGE_e)4#SZ8(gUB4)`X(SQcBt7NP6}ze z0A@%YYGt1x#0c56j}`YKqkiL>&UqQP&(N&M++v|^pkW zF!f#(MeRO4bOO>DF~$}@BY7sC1Bt*iZ=k!Ia^R>i6&? zu~rg1DHSknBva&&)M^0xM?3gU;qVsj@5%(M;W%$@)}5I5SNdCiqN{zn_z`jmxAlz` zkaeQ7mB-(_jKX3?2WH@$-^JCF1|#=%kAri63WGXAyEl&rSVDuwj+D;{I~jS{VVDbQ z?&6z}Sem&m6&^BNmOu3Xk%rv%w30wlv4K-rcLiY9Dz^J~21g-ff|cMr>Xm@3bNa^mX_qtbREH46 za0RA$C=Gd}+*XG@?03~Q^(po6*b~`0q-IjTz=uv&y5@--6bAWPLK_vNp&gOg?g|nl z!|YuB6M5(aL?%&WF-Or}bp_RgEd@T5Q6?zLVLN!+6dts4v*c3s19)Qt=xgN#@@!YE z+bxQqt~RiqOt8~5s3}zyH7Upc<1LhoXw~ONUgn+vLjq-x@z`RKVqyz zV$k7luuSp>(-O--d|fO>g6M&OlclSQdMQa{7~!pe{xT zQ1OsSq|^4DTzLwR(X%Si=o5TO25c?~p_;r$`g=K}aPUv$URI+WXL4;mG7i{rr#Nv` zBa+}S;aK<-*V%7RXQ z|JmZWycG2|gyaXQ#vv@SQEAI+v=M1BBSj7>l!XF|t7Krq1ypn6d?pSqu$TRAj1V-b z$Iycu8We>-CjBl(AS4BA?mJb>>$1Z4+fnvq1Zzbgh3`2XkA`fIT)dCkVua2kJzDG` z@bkV;FmB4}|HD{64f{{ynr5KV|6}dTSSr_c9!p6~Db%pbipbI*OBbDe8> zU+?QWXWZ&L!fFK9QI!JDvoD{N07S^yiIj{$lgU7rI$9~B47+Ww7=$h4eUedIJlvap zL0_%OHd#ae?m2|L&A7ym1zLhQV&yHMtfcpjn@sJY#Y(SI@)x^^h*E7ke)LCvGg;=P z4mv-1`wdS}883;jt)5GqGZh70KlTf4a-(!!Z>n1ol(B#(nX=gjh2EgNgA_;j>vcSYysZy~FH~C@o)Rtn0Hxn&W_zm_a%u@XwbkOMJ}(TV-6#?`9xg z4Vl%T3;-r5DTjba40UjcQz438m~9Q#+h-U^72sm%1mP?@oWp{P1ddQkY!r1Zlp-m) zJ+nd8_`PQmSl)zxC%{o<97}vu0jTzOh=7?{JD;~un zOgxwJO|p&#m~k=|LX+r!)Xrf){5h_Nm!7o~5Tsmble zkpVlXF)l49VbBCnz(*YRs^K?S(*(oS3439IulgZ@eLT7nNp(;WKFfK`5DjtBp7Jwi~Z3zv*q5ZTC{Y+1JK5tuQWlC;pH}@lU#g&`Q`Ia6jb3iIEhok<_}fdON>XQQAetG>%H>C z02T^qRM4LZ4vtj+4eEs2oTD1H(yt`C)QgZ6elO+N z`;N82d z#jb7P5XV5$BK=G6wm=7M1l|K`Fh@l52ZV1WdPGOg%tmKMr~H(awQ~;#R1upm3gKH=Kjm*InzaIXv?L95fv}fLSJd_ zy&LOmP=`WHug{O{{yvZ^|3zvD*)Iod=a@tS2MS!xzYiTau$cT(!&RY-_7K{-$3<$q zhZzj9GSjU(Flif-`U0y!ib}8(4M)mswBS1P4*DB%gglkuc3!vgQQ5@#T_hWOKnen* zS9<_4S)Yq$bT!P5%Q#p+v=_q^?fS6>JAoZsB&Ra4vpEKr8bV9-J*+^D2k{!`(S8_2 zQLyp?E-x9PXaae!5N%nzs3Zx9aGwHt+i&JYBIHF#y%@n(TpNHT<(aDpPZ?6VP~YA4 zBYrgPI^8_Kb2y!^+;9Eg6@BX-`|f$mrYm~we9z`8daI9q`U~nz+lM)w8@L88Tn~)4 z@4^X>q&r_y_xNGOfC!Q_>0y`D$j>JQI{zBf%|M#qqVBOA2bVbYa3joHh^_bN_dsP3 zOSZ_&j7L*Sg&K=9YHMG3A~URH(mb-&JY$^GCIBH@EZ0lkgsA!3`S1)pdPQ@}fycdQ ze|b4$7sg<7i3ihSd--?|g|i!cJxME$jzI_2CY|n|GZu@3U}t%|eLX5rt-c?yhYY{- z(?u+HYwT21Kq5VPpt?^%ErjeTX)<+)v1z+ z%T(ez@&QiNdcZllcV>17>XdTEm8&nJH_2!JDrvfM-|IUl z=R;^4)X)1d6mu(sUMK4CA?aqYZ`W%#JHcE6Un;jY2i>q)8NyOx5}t8GKr;^E0wcwh zpk%>KYoUXolsZBI=<~Mk!W2-}kV`r8a|GOK40guWk+fcYFLe+TiIf8_#^v7W zWlHPeQfv}f%leV`qj(bxjPP#goXG`uGP@tX(714v$<@==aki6xS#W>!npt0q2Qhvj=dnle$-lhwe zgg~B;XCF0l4?#=$yo!S?h+9ZzkE;$zw2?=ZuAGsAc4Xs-cta@^(J~2_Lxug1KGNSD z0+o7VzccrBCss27bT<}7%o@=@RBa0FZcN2#g>j^U3GLr$eieDHLY`RUv==AP)rCr+ zM!u|TuXvzDBZ&#lLsX=A(*rS6X9VqMl{B_QVHyu^ zf&s2xZ#+~zyrD@_M?-F6sHee2|4wfXZPc3Y@tqc4yt+3uh2#$Mv0!w zmeJ)1KZpJY-|LN8?c%b1*)|kLZcS+f!K3Mc2u8R8o7)1v@v*1-08@(%+TRJ399wou zshiLcbbRKQEYCzc;31GQR?UnWv&f=(fJ`JNN=if?A^y%=dyjVnmRV-Gjbh}_VpNRW z1FGN5p0~Ia83@-P_Q_UZ=ro1F0MREEHhd!gGBSKSo}m+nI?&dAuh&FYW^Du4kxCS{ zU_i~6H4(xT%JF6NkYH+XN97{fF`msYz>UtUoUs`-5hDIE-O8VPcSd})_~ityA`cAe z2j*|dREKGr1vZMle4iw`HK@#S=CaPe_MDo4zIB*K5%WX&8H2@7pd%yN20IiCx6Z`2 z0;$+KAy6|e2^2E%ICF-24qm7VxYJ)Gx!}wqdF9l?GuYuHQyK*`AEAFb`C$#6BOWF0|!@URx=pY8R!;d;Bs5LR8AM0Ip z7^*dbFt_l$2Q>m*($9=4f`r2`Pu)dy2SJ}@>i~-u>?0Ut8C2vux~w;=EDq6FAka?@ z37!T}X*ychZhCw^>wYEEo}%#0aXU zQ$Hdf(ZNiVc(ZLs9qLk%FuV+8L+v9#!gl4pN~jDe*>_e5Frp2_pmRNTq4UA8nH@9< zF!pE^B`X(h;qsPWd6xvg(OK;jrYFJ@09~niOvfqSOOOCe=e}uGOnC>_sUas)oCT(b zAjDyQjkoDR4=P813U(vKE26(!T=hiwixIo)$S9S8cr*7pIQ=^Oa3Hs3WFh+Ji z80Nw1HX(`Sk{v!|!L?byci>CohRt%(netNA9JuJ&UKY}%Pvh{cg*J%A%1&w?qA=_h zjusvK_Uy0%I`aF0jV&(OH&ETB1qa}O2H~0%Zlc;Z7B}#E4^W^(^4}vDlB8u!4J#lZ zY=#C+jNS3W%jfE|K02U5)#7q$aT<}C`rrYi#*oU8M9z)qv-$wA}a6Sc#;jQ zfq4<*B8JV}U4mo~JU{_)q6Vd2iOJ%YH4so#Hm6`nusPsqZ$?)R_x^jJOftVVYAmW7!-nYL2eVXE#Og2N$WHgRI@tNJT$CCC?&0X|BAl z-3@3hHDIm1hw2l+JgR5+E1ieNuwRMls&PepJalG|#*I>0JB zo zXCRPsZe55@z@lm43up!oNy^2LIwR}dqc4YLH(bsh5V)t1hz4k*oYH`LDhi=lzzzdM zF$+5bchtUR?kb-VmThyB}&hE(6`vrM(No2L<=x3Ej%7 zJos_AU;p;yJK<&~B2SbDP>RBFV=*LDPi%Tr2KR=eV}g?j8%^M|gnZAS;$i}{nd%m( zVIPM8j7Uh%xH6duKq?pk{X-~Dv^}MuhOHmbERc#NX4SM)WfdA>KYry$;6H_2b9nWV7 zf#4EkjZ8Jk*=h>7cCiFHUa-N#Ja?Pobx$P6YDyLj0K+pQSsg%%IfxSBEH&+F++bA@ z1)M-{z19)P%yz)f=$QwZiIr^Sb&&ps8X`H&*_$1Hj}}rI+~*0NR5iJ0hauX+N8i4d zE6s07`B~K`>Bf%WQ{-X9AJ4S@!DzS*J_>K}0KTDh~6TMFK%i0RRsvb?h0@m9d?S3ShNEC!rItT(= z;M9%hOFi5HQ%vD<*K>8M5MtP!`NOndoPx$k^5UTaUqpdc2z-LF@Gtati|7isQBJ>y(;OI^!=U84;gCSUuRDJrf4SD_q`HyFrTXsNV={de@<>c1{;so^KdBkhvuW^ z45%n9h>te;W3h$Cr+jC_o3`BVr{I=ZjpA{YEIo~HV2~-|TjU^SAV{SuqAx3r|KT+BuRNU|1XC?bH>>Qm7!@q`WQD*suw8Ue?59&J&yt`4hJ@yfsV6OK#!&3G zsAPaGutOE351`0!nB!&1QBk8Fl|Rdh72Df@WkSBmfVG1uSaVbpM<$@B!u$~M2zb48 zG!o>y{u<0J20FDc_b%6A3^50J>$qo)&*`c=8_{;*@p!wWK-)nW2qNUE^8BrXt@G## z1-0Jj!yv&~kKB0;;S*1RmP&&ra1rJpmRQzMup~aLb7@?L#DMbS>uYr}5FPDc%Nk#vjpF|DpIE021s1QOhM^$s6_9(lsR z-@|k{`ZrmDtG)i)*Zej_>w}1+KO`m5_ZMvu6|QR%G6Mjtff54m!P)A9WA!bLu_JfP zIN_2*`dv%AkvId?y#@?l@>Tc|qR*E94co=4wsi*v?%p4ijom}VW0n=Ze`MQ@t1lk9 z_xqh(GhpFx!~qi;(nHBt*!Z|0-Bst}t+E=%uQ-h`fabya*yXvPD;W>|0SPfWi30e_}0ZwxRbR;|VT#|N05e z`t|7fD`2Spd*k@JFTs2Vuy5x*Akj#4-%&42$N!oh0R-S-3-1^KF!^BxbOb{QmSNyL zrp^!Q9`uf&E(hLp`2IekE7u{co1jU-r!|51lp`^0PEwxCGv&kDFl~k!mt2k`rWBeA($aG+W2iA8HKwu&F0~*30J2s9$o|~U zB7ctPvoQe8-}LQsf6M-GS8TFHaTR&^QF=;}1wtQ!$AL87ISAx72vQGf9qqH4Mdw}F ze3xd%19}j%f{P=-F%vy+k)^KZsDx2X=ZJzD!ihLcmS;%?CU!qKY>sL3R`(tiCkFvE zNg)L)P6NQ>dhLhHGe<(2ih$F)^b2A>f}t=EQ~!OBwHo7~gty zCH|y5$ZuHo*KA})CPr#MmPJdP-lYU5A(O3~@IM(T4%bo48u~V*LMNvN5`TJ~qleMm z56WK>syFv5eR&B}ApoN3XFsnYeGNqbMY6Z~%c>d-q*F?puVHjhq)KT(1xjK8;I&Bi z|IhyKy69h#8agFMe_WCPhSVlvci=ONQL2q{{C7Fly;QVg0hflVe|1IJy zTGGZX)fkm_?sQ}(C=?)rv~0C#Jj9uwPv*$F9caWIHNEjaNaL9ozO*)WKd67>@ZtcH69I0C zi48^mg&QVIX$gAjPSnk|b5_(7fr|zACteU$+}4$YVlq%^Uan-5E#f6pJ&^LQ+zMp_n&&6ug#3T@ZP# zzlST%)Fqs3lpNA@u{qPc2h=2AA9* z(PcnS=vrqFMGPFqOO#7SGy~CX@;8M=%D3~wgDw*Z)UKlEW;=bBWPy;jo^3N;d=kvI z5#CwqXP>sVJ#D?H*%{t_=i~h#Jc~z~k%kd10Ql702E9FgelQ;V>?L%l`7V`5q1gkU zM};9iuPb0?>bRJHE!9ZKUfO;8>9nM3*!=+G;Pt}0AJE5Z%EQV`yr!1cvM0!4l3)}) zDsVLxxjPgvqUg-|7JvvB4N#d;aI_S#nPbZftjhUn?)U1L>ubA=#LTA{v@o$;N1EWj*}E4{&i&r9dAh}7SI3zr{Zz5s??#v z9OP<mz+0BXj|h^yM75HAS5ET^(>>hs9V_RB3aaWmy-|Z!SrKZx|yjDa1H&vf1CyBGuX<}%QRq!Ot+sj1}O0X+q0WpoN$u`ze7j!PLR6lXEQKQRe&qNPmm$E@>O zgs=zKbQvOpKq?6tXuKe1ZB`U|XoHF}gt^H0b=DCyT;vmywb1zj^8<80V3vcRcDOvK zyZCC${af3=qTiXwdAV3UgUkYODpUah<`fcJi}gmZhbF}ztKNkbddthcZOD=Zq6Tc# zekI;IR~YNtFN9}Eq7PWI0MNV~96T#0^a+>Up*<}j^kesJiV=WKW()17-XXk@N;Rq+W=oFE?i}@i|R=Zwb&_0Vx-dcT6yEmLkxys+;2i5Mlw5 z{>9~z_A4UoUQArui&3pvobI9%U##|&ESoBO_XPG`YM*dbLtTG9PCW90KY%YEp%&#g z4m`ddpA+tpdt-@kK(Yx zSpLKwMHla2GMyoUPXYZaWf%%Q!{`sbqpzFtVLY^}smAtH()t%JG0;K{Qa8LCj%y1m zj(J&~wXKc|v>qLTtf>^?mn}UD=_S-Fa|WR5+2}qoUcDJ7v_2};GCsU23&^~XU`@sT zfEZ{)Fe1RgRHIr_%KUq9qH!jA4*)PBYwSd@0_PDoY3oxLa;QZYa7${9*6?jVDm0*y z|Dc?#1jP0vP~V2GFWmEiU@%hpAv2(w{AB>w6Lj3~(xBBlg)ffH^K-vc5%red_Z#{?6o zb$wcmdX1y60UsE(h3hgmr0W{wqzE7%5ric6_oSk%Z*Dpn@SF`mrTz`Bf!t-RMV1tJ zMRNt37UE9FZ$-TVm-6m2#lhXsqB|c@!`~lNm7e5y3S#{t(G~de>r2DKytV zeXBEI%M0{=4x%-w!Yfx3FpUM{eeoLXCS!^N`V)}Y(OMe!BgMJ*{>DLP_AS_cpYnM}$p8 z$J_B1U`-ErZF@kzyGf(V8hzQ+bY)cyDgz1m~#(DW3L3SF1rxn?ev z7rUWrsb7xN9ALZ7prYho9Yd0OZjGmlI=?sd?7rS>BDkYP+b^;$D;t|c-*u{t$0_f<$ zXptn{Q=pM#9lB`Qz2~0hp{9zYX=tb;Cac8pQF|AbV0zHKwz>~BQs8H3nAK)~-3QpF zO+_9K+5HM?IdEHkulIuYV_j2uRP0GbgR%CjY3v;H4x^7v@P4=$`Gq713036CDjl_> zCs_W3P=<&7DY7#0SKF$Lm}-O zr?|aEhodS16)Oejm`;b0y@X|J2|Q3vplcA#dxMBLqKL7SAU6~2=^&7;Isjf4lD$Sl z4TumdPn0#f0Z8EE88yiKb|QM1l2HL`XQAGKrW z4;~%|`yRl|5Nmrx=lcS1L~_~WOyH-8`*-?qpla8d!-B~Z>E{8BfA$SsupbED zFe=xq2g<<+vsrK`5|o-CWAD(R{b%f@tpy-o>d`yL^CiK}XN!ii$d;E_?V=J=eG5B& z%B}{eW90_WSIDN=uISt_WzP@f8$^@~;gteh5u%WwMe#J=39@co7IyOjimJmuPk20m zy=Y*ph%#`dy4c#hN;SuVPiq)bKM2M!3-6?b(CkTAQ|wHbPA&!FCtvjicnxtdybWXJ zjLzn04I!kv4oSvpeB}j7|WLz^#wFZFz@Ia$9IbYf0i6VZg~DXkE(Tx zO1kf8X_gm)-(vVaHROgoRHT;Zl){k=P-pu#MSzKXm9V5$*1a_`*DPM5H z!w6XTZVl55{Hygq^Bf!j)z?^!(IM8SA(SCZdpC>%&jV9@vAtLW?XZQI3)h~^BdEJx z>~9%eiLpQVVSxC9DKnm^cEJOX=)fBh5A)*YJz!H!+Z~{6m=$`RT)Sxidj2%~p|i9o z5l?M8t3MF=$ZR)68I^Bnb4AStH@!K4M>+C7wF4$(iUtqrIe;Dk8I6iY$~6aj1G?zw z1*bw#Qd$*( zsfVdOwJt*^?P^TWkybWy(3aYaQ}KM(W;9YX`>A>8JraamuHKH+voZ4dEz7e||6rMY z1|>$pQ}xbYYrX*M2gs&~0TXMWVnB&++C)-~gvt~w;yYT4@620B{-raSUs?iw5oey3 zhKQt54Ybhx6nHd-cUlg}GfE0e$#;wW(2Y;*!-}2`nu-{pjp3zrA-rmgx}P|VjsYpY z(K8$P!}vbbYwfOQ$jk^MspWM{6)1(qI~ueaHf%s<=rGmn$0UR|1BZSf+Cl`~*Knc$ z$V6tkqSKsMAeVYt|GS;!TgxSOx8)a$}%o3+hC3CLlU0^0fS;KM&C@R77yRA9bX324+APE(B~CMc-hy-tos`Q$+t=Y1 zyTYJoq>5Y>f(oxXUF=xB92)pR;en<F6-w5I1zobR0bC6a|p<2g(LZx2M z1JxRH2_SwVRc@6NpI8(4z}OrdLDw;{`vK@LMD~Fr4!b5d1g)rYqE2*rqEAXuXluas zyQl&&1$fK%G@8M%A3kw1c>t!rtY+DFu%?aZ%YbBrO;Z@j$XO2>M9wVR-~sN>o5rC? zbpB-`ksLCMg0hQVk;+R?x08ctae$ zBNqlc9cwMz7fLZM88Fbd%`v3cII#2R*@wIqh_IA**UUh6RkH+h-$7=GbVtxrNkQ6% z)rLr^9Kd1*U!v@M(T*h8zfCKYEJ+^!t{jVA(_990e11gJcfh*MQL|*wY9yw;^^r%K z_qDKHz}o{=1P~?34wYlMR%F2{(9sCWHqCp;l)~Y}`h9TeE1Q2YEf#J5FzLl) z>0f+=ITYDQ9?X46l*jXx!Nz5?K&thD9mrV6(ZasnRGb2cE>I^0>uIgq4mz$rP?@Avc0lQ(fvvFCW>KDo$79{goKV{u=9%J|BCv#&fAQd=j~ zE8OER&*WWvn>JS^wW__R{+QEY&Kz#Hg0|ZEU)R6?{H5DFDHqnmjh0%r!r2JhDD@G)NlX6c{X$z6kJ!w)#x$MaJk{0ue#0r7+N7S!jeVEa z#~v_8e$&XyP5Io}#=W357&*g-)L4V2|a(`PI^YQVcA_lO{8pQ#`A-qCqU8BsoZNmN| zyDD_GSqe0?D%><|pU85>C?|$AelO%!WS`5rAyzH?`@ms^tg9hLF@7%3jbxj0Zs-UY zx4D~a_ZlAS-yzMpp@UG|HDr2oF3$PJoDk(#1S$6BwNNtaNTq)2A;M73JD2R(w(=DI zZ>He!I6Wby1lfOA%o5%WmD5-Zy;mCo-jYILZ(@_N3fM53;{CnMKiD&rpBbtEzzHg+PHHdZIl-e)Y3_D&xcJgn_ zR7)NQ6c=r#+4uT=u^3rXCcsQne!`(7CL{YhU{_+M63lE11#3_vRXK)xR7I#Vn9PiC)j1f67=tSp3+;)FVVoG6QLKCZMDOkAuO!Egcq`2mWi=IX=Vun*42Rl= z9&q*U`<9dDw9n|0%z9aOwog_+10<1C&De&o8xb#EeGJ=Yr|MbX)9QBrSBcSxHfmq{ zKkT{ryUH)=^`w5}uk43OnQo=yplY*scH@tc;T1^lxK@nrZ>NQ8m;ZYjEL+q!7tYC-4Hid$YZ9VB5XW1ZvN`B>dXDDNza}}7O0C&zL*@kc4nhJ z^R-Kw(##oxv3Iy-1MI|ayp2ZBNSr!yK=2gnawJWajEp$a&8i!7D-tX9FK#`e&Xu~W z=pV$etOQ*`S+&jOTd4&nJQ)T^u)^Z|=+yI3@fM zuVur^H`A+?5oH2Esi9A)6f!I%Jd@|;D@KV+QOrZ?b!uCG2j_h4 zGh#28+C9W(;v>P(-gD)H`;QSl;osLjNEf?@;pgheq!Ovx3ID0S^b1jy*Dej)rWe^SbRUMMrKLw`rm z;Kc@GsjRd@0C-7_ABWi$i9#|XwN^w^dr;$z--nh5QG^S;bCGxN zyS><@KRGYGM)5~w+(fnG!Cx`caeQ$% zLkT=Hrn0MeEic%rrl=iI))eNSe<&WNHmtz5L}W~D<>J^v+Sfx@4Y0hgHEl6r-2#B@ zHjJUc_eMg#6#@Mi$@G`^mVB8e|9{ei-(z`+RBTAkJob>0?a0=fKkC0&!SNI-E1ebN z7%6%FfARgHU7RNERJ)nf{BMKAH&OwE$psCt73EXAh0_xszMoR>(2TfpVpr&YM^H~jsj8y_^v*2;&>W^#Lli0zl)Ykd};#6PwB za&2YBL8lS<)&o_UQCMJr ziUQu$#t!BvyidCroA|_PRJF0CtTnxj??|~y%Vph>^W`}=INWDNir9W>m@IR(c>joQ-t-{C`JgG{^IwTG3xDYf(ACX(_1Amy5eJ!eTvP`qQ|( zwrj9b0#=$TOb-byzIfO%17-z;q==`e?WAqPs$ux16@hXN;sd|1PDW)Zjn@lF9*t_0 z%I^b*ZJcMs)jd@=$%#SIHs!;v-KZ}#^r~!-&l@rPN znJ?&d)?<^(=eRPm)1@N<3NfB_P<`2j!|>5A?H1nx&UOc(Kbip!3F)z8-k_U@BpKlI z!LN&g2cf|PHDkb5?t5NoqieD6bpqV;izA*Dj10fL4HA(Po9-9Cc$*FTv_OeWL%`*1 zH|8zfXO#}a*5AsBK4*;D|4VrLC%ubt-Q4OoZWTl=fS5hGf-N#{+Ts9R8X*e_n&`6} z`D5Tj^z9X~>6gFGGy80G98kT0@VTt>eg zE(npkaPuia*ieFZO>UIMtv$(6{>!7&akJ=k6eUyq!S)a6GR48Una}%NBS2 zU+{Z-{jt#XSPJ^z-*+W)(dR(={yaYjgOk!v$GPljS_uw`M5A?{8O(POi(JHdRHK>M zyr0mAY|cSpy8T-WeUr_eV#x2`#w_X@D(hf0Hh}w!?@dS-xm&<)Jz`dY*%O-bioQ;R z#f!edMHs1_#PvRe6{rWPemSr;OCG6CYUJX<0LlCWx-lzhM~T~G`LZnSfJ8gQT1Qd02C@QYT1K`6bN=}yUu!J3ExD1eHH|3)RODEP75D*x=c1AQ4Y^>t zL8c9iZ^xxA{%a}Lf1ivr*!~t5@$DOQ!bG9iu=tZIFkpZP^Dh#kznDj%#hhz>H6-s* z;{yPpz|7;NF$@Ixtd=wov>5r!jwAYBwjEF$&AN-3@W<=pkh#PWv(aJzEtr$_NLKWWm#sx8Z3rc-x|P z7TM`f|9c76f1AHt<#mm%S#x?d+`rY3Beq|y?hx!VTXZr+eWM=Blx@(3;oZ+2CEkZU zy3iehb-*E1Lg9kx_fgl6r*m=$Hy>`{sJ?h+MSney`JNt?U8jC??Y-o>;rIrQ0Rv`Z z`5e#m1;^42o$VwO9=7ST8goGh8FtTWYNl!rX=}W{j6+^d^@dOHmNx5u?g6i7a%LN` z7s>GH*qbu+W!&~b9K9C3+_4wA61+03OBvwB1YP5{G3@n0yxG?WeO0DqSmUvmOvsRE z{;UWW@x2H95dLfKtXSZWy-^9AC-xL4!MOtK6`PLIEnBh4VB%Ip>5z$IVi5~2=9;+} zWh_NTOpEEe1U~(3#g8ZJlD_8U@~l6f0z-xamF>Qf&$*D2+!@^UZv)f`K_yv|8}o3PCM7D}I; zJNVTU@a+YyxtWb&nr$IxzPUV|?>-n^?_Y7)#(jZ2;;7YN=T{w-87{0`Ym`5rIa?7g zP;y7*qWY`nZ&o+AUoM&VENpvMp5h5#rt4~L^t+}nj*Vsa1Civ+jg=?1GYJ|op#oH% zoX`u7YM}~in4{nhO(<))sX__Vh09S^W(=?w7km}GO@pg}tj93;^+EJSv}5m^vAx$= zj(o$o?SVda4_txu@J{TS0yF3J*joQ}{d&CM!gGfp{{{4MpiC&4D z+mG*kdKVjxfA69+4)skJy_m_wMd>~?RAnK5#o;!7b#!t&utDN|tj_KFH=j+cMFysm zW#8q&J-{n4AZ+CN{te~$?Hd%I|XZ)M1>Y5`P-+#JvC(9*+&8PnRLSc+h z?Tq397d4iNua;T@taE-P;SavHiLCWMqbbg8C{-}hCL1u#5g9Hjg1%nZzB#zyeG!N- zP!>#)I2^%Pzn956BnvYSY*m`OdR@F~sMfJ$F}VJ+M*q3ZEKvip{7S^UZkWBd=mqQC zv>p>R7w`uZXm}sQo&IS#3#~qX%Yb?SmTsL$f!P$ip7Ty5&D>JA7Q7YqqbiAyb0;5M zz+aA--neBYoj7sgxAezk`vXP$$}A;?Y=z7x#$03y))r~XFSyQ4O*WPgt{X}+7CBeS zrxQL+m-g3=+c;_5QP7GGn;64AXl|dZINYgz^Xle93|`HCu+Q8G8T@p}+qA!UBnr#5*=Veb!|`b|6bhW-j8&O;>&6Hc!L$PyJ_6t(KYl1wvn ze(aw&QVrEF+b6)U`~Ljx!QmYJ1(9xR3!?_BJA-XgE4hRzjs77$={T7>1>U4rx4pDK_jfU#o`+Cvj4$3~Xa9MPW;36T_kQA)y{`pT zBUJmF;;)$u*-o2SPa6(3IRAQW)AejEp5mRn=H;xZrvHh&wVJpn%N0K(R>`RE6^RtQ zoH)}h8eT7^r54)XD!2jHVk}?l)(SlQs}R@D|`TMm(^CC zTHtoc*&t_BeI@Ra^IvXf(^dW8U>HxT|0QRJoKZOPoKb;42bI-Uky`LLRa(SX`-zz) zGI{YBe5uCI)tdCfcE~;EvhPmk%1!0Iwn+rDPfOI|#FxHzT&vmR$E&mE#Wh~F8lA{& zA=|F)A73rcx|YQMx&2kv;j!DvgUo5ATb1)ZN{WshOsGpx82a4W^(H4(dYjIL0_QK3 zU8(DBBF|Sezqk~H2fvj&Sf0fxD38O{Hahld1vPN4xiTEpL$)wIhhx|~Bzy9cbo<*WaY5dY$6lsYBncjOhCTb*IZJYcApq8rlTHDZj*nMTktrt8dd79 z77-aecI34hNzna`m$_{1)$+0|PDNhgR}0DB9<3ncK8_odJYtVsS$RUJ!r^Z3+P7-y z2E(szEnD^W$Ws}-lx6Majijq$F<_uy@A{z6!v5OwS?QLiCL^Ve*nXCxT24H>*}$OF z%hjWD`^?%q)qg$*8L!UI9k0DN(zhJP$?uaBO=IN#U9I!;Uiw#MT;t%~uBO*nibm+T zLU&U~7`mH_Xe>w1nZfjkrMGA1v9C7a!^RtG%j(QGFgxN_k}S@M-(n!iM52QO&ZM@H zHpPJ*(RB3VdEQ3NpPJbf*K&O?O4|m) z*cjX0pAvN&wmKqWn|z~IzdiTJ+av38^BF|MF9cSUWpNamUX~J+%ktsv`rM=NsVVTQ zq046liKztO&*HZM(81evS^|VnJ%@)^1b5(YnxbkY{U8d}@Np5Z`nC2PhMU~`aJ%p`4^L0~i06m7h_Pb9o#5-y4G54KlzRo@Lx?R1i$urW z$dDxvw@q|31|BQq((K!FY}#5R7({a1Y1^?4xY=dK^C4Gw`xbndI07mRSTtESG5E3Dcyt;>|_N`!$y z0C%5{Pvzam*Z2tU&1dffaI>+og;k4x?y-NF!`e1_P+o@zdFPp5Uypr+%;Y}%zW-Ff z`r7J)CPKKv0L@rUvDP1cZy#%ly?*^V?_AoljfC%g2iryt%6C-f)rFNjf4M-u*)G|%9y`*4;T)YNlB47qHX#{0Z>3qh7s~aN0)YoI4v?+Zfn&bv}7|dwbV!ENEIE(W<@4 z;IqkV=jq}A(JNU+WkTXD$agZH_6&M@y8KEzVq5PU@J!R>+2cDLRv#=_7{j9!o9f3K zzj2@!lGoO$WTd6+AA0_R&nA-~CR~51@*AUg^wI6lYEsUZDL6EB2K67ashF-(`I5?vUk*1-`@k&U_=UTRMZZS& zTR?{P5Sz7CMR6XA&eq;4SjS&BUPL%vq6_?iIuMJNh-$@3i_e;0Z zU&POZ=08^kq8dxHwHsICX}=itRq58=D<;m)WJnu5%&y^vWEqR-W^H_la!C8rtaQAAHI*UbU)2KpL-M3D)(5G0Rp510f)V zXEQD5%ksx9&iDZt-LO1pEa<&^cddoeKF3cj1B0A`swV>DPJOCs)pIp5F?lTLUe-BU3SRv_y3e*2bY z$@fWjI6Bk=dess*p`D4HO}y>Q(7!KG{7UHb)epx|^BCdPB=xzP7#K*8qmCp+Y=3>X z3;2In;4>A=hubAaJv=XS@y((iww#Y!Q#<*4?MK<>bvCE2{S4M!lZd#PQ%=E_%MVq* z{rD^y=O>VQ*v+`djiE`=b66%~x9(~Vp8M$sKA1(Yo*(~tE$cX<@zb+B(<=oE*X8_@ zThCkSyF+w^8GHNp&V9LlCEOb*+jwdY`NvyqvuPeqIQ2GwgC$Z+UF}GweCw7mzbOi{ zb|{g<>aeCkL#Y6xFrjWUutf2~WPe7^BO>YMDT$0_7&74Yyis{-+uI0`iO=99Hp^JBKXAR^=$;GJhWYP|WpwO6`Q=ti0uh$$P=U`6qyl1xA<2 z6nWj(;XS%hJ}|w_>Pqm#vtE~9%p9<4xn$zY#;)~7qj&ZYBVYWz<9^DS%L{~U?ki?G zNQ0sDD_H3T`VXFBSE{wQcaV(oAx*Sv40J8rEP4^`-CfWZ*H-!cy5WSW%b^1PvUq`p zS{FQ5&EW7aBTifX(p@$iK(v^1pY#Dg#mW}oB%ya>cJJp({n@ED*+OZV`K(`k+(PMT zybtFm&d;Ot<;?}E&Yh7jS1Pg077@3Z8+^WfFjr%J=lUxrwvWq*D{C05(51il zWcw9a5wHM?$;7(ET`zR$3<~J9rn>mk**5QPIUnLh2-@c(qAh?EVI*zh`-N&&}D6kdT!m90)BBeLeXHax2RazIu0+n_2L4X&+hTfI{74$x7SzwV;=vAmHvaS zFfP!$Xv4tM^+9!*ZI{(kLl#Lfx$2yC2Q~RUch|-x9u_~CZhOI|{Cr$>f8)Ivxz$1@ z8=jUi46VAu9LxUo%?Em7vw`%f+V?JF#}XCZb*`*$yi7@$jcd@Z7jhVVE~I9j;^{5k zhs?$#rT=|ixZZ=FY))2*uq>CKxL959?zx3F##*g`B54^{x7lLWL;9iSS;+^_)$|rd z`;Z?;H>3%_?Md7vP})CcV*TN}=FOkYS%GgX><~VI-hH;h?&jR}0<}2`WP%m|6ZG+4 zFhM`4OwjY^JJ%vikf+sE;oirg!)4HiS(ZH!Z{E0W-8#*97VEBnm*O%)-$N5abj-Ji?DxCwN;FVIi}e3F8@h=gQjCyN90Zd~MFMn0eM{B3f0qvjAL2;InJJ z&F=*~v^nabPiv8t1-QevsLswZ021g$mSn;T0BJv5W@I?}d^>pKN!$Q3I;9&ZfrjGPo3GI8({M1AaaE#egDU(PH?sK=6m%smdjFNFhKHU%swlVi+C38(Qh$3mGsCy?E-vLK|EV*< zswV?qKG`F!vU&ZTV@@m^RJV$^99GTdGnDS+y4`%vOYr7IoYtW=1pWhNC!NHWS5-A= z<|~hI9?V>RqjE>kF`KkYc{mQjTk##cClYEdt@v6Wd0s0x_xQ! zfqn6hW$U8n6&VXuTE4VuMkF>oefC{Gz=wVAE@d@H335&ipNU$PdM)Jj>uQhhIrM>| zFY4AuD@a*BRXGyRBPcE&?Hm4Zw9XHp!5)O2hZ>sv}#0Xn9&y82d8a%*}L8|`Vd13&)g1R#AUJ1_PvgY{lZzDhC5&Z^^l+8 z=A(0>v1y?|U08RyP-M*_7LHx$e5&&EE90c*oOngmHTNW)1HqqgnGb?eA|_rv(RzGm z|NV;gUBcz7h3=elIqSaQ$*gJroX?^2p&#aXaEqUv5s(1QCPknh|@j80T6}`{<#y`Zdgz<;j zG|r_O*LTVvzq4Xh5Vt_wUePUI?w!~mdGLjA#-!!4_AT%C?b&>3v-isf`@bf}%zRna zQT+Cedrbd(qWB999BrwIOrf1x_GnJplJ9mRe zF#FwcM!{r31Z^Op+TKQ`TzwtjP@y-N) zwS0}_jr+Z8>QhC|th$t;HXQF}VPWCzR3!WPS<8`Y78Z}aS+p&*CK*!aL|6`jSLVr} z=r=y{=VUSy`tPhjBn_UPXKQIBB}D$mDEHytN4evFi*h|vZ~X}+D`tQCf13X_E!g*s za5Jy)6;XZT6|UzcIqS?Pj1Fvw`n2F8ts6QKWi*~B&|lk}c~R)sR<{Fuwdsb;EDxVs z1(Z5Eb=d8g{eEgzc=vkXX&9ppIlYV-YMpZS@EppwF^~52+_p-hg>w{j=;wi}(Ovh# ztn~15=M9AoOred{tph!`P46|Xsofv|UN#>;Jai3-$??Mh*E?nvm~KDHk@r})NY|=K zwX6^D8_O&E?bXFY5R8i6aW*aT*M=PDgHj*5LE!QBR@_$5lxSxiC)5dIW!v#O6Z(7J1#S*ZbOK+VKIWOOeg2Amm7-hIt?Kzh z-@tYEp5I0ogKxPX#MZgGnEYnt3*M^}p(mDSu=^PQt*V;zaqHQbC#xBHc5rJ4wS3^) zx{JP*cU_T^#kOOj1OeYMsg^ORAko9Z4Io_YmQJXZOM__AkUne z{dD?}d~QY9IH58>;f_!5KkCtch?cKR?CM?KHxf1(_I!UEv%FaHY;{}+|R z*Lc6l8*uoaj_xdArJT>7HZTOQ=C^6tn_IQN6W9N2Fl09e8K23U^^PkKi!Ar=EfBn zn!l#pW-fch6?#?Ww-UJ`;U%XCg{;RS-{+zYmmhrV)rvWdqU@IPj`#H=PC$IlY1J^b zS)6Jl|17U-%&A~m@c~0$AqOn%)x2OZ>-6Z6;7=1+EM-@3>KP%@4mLblw3^)rEuIiAXGtf^?5i+*8X2>Ce*VFt6e zk$;RaRTBToS&!GZ1gCF$V_DU+$Y>r&DH|d9!2AV)0Pj)qFT=T>iN{)jlabV#MhJw3 zb*|2&l&q|*7I*5T<=cWjbBjPApqsB^vgTKm&g4?b+F}?Oy5w|0s5P|)Z5s+6QGQqa z?F#>Y@ifC!YGwcNG^zLO|5HR}f3HyTH!3l@DM>VG^nXf>w*HeC)r38S5~G5TmG)%B zV#+afz%^4{!L}<~Go@7P^dxy`6$9vHL2SExLF(>&rgo9i6pWs$=24o-aYsMxY5w4A zE~be4k_RER^afIx?hjqTHt)s9#EF>{60;_fMWAfW#~tjDEqXKcp`7wcV9wF#iQ9xo?m-g=xBLM4$&&O2J3>$tE zQRgf34=K*jLZl4vb!uS&qVKSa4um1&KhnSD(o~w{9qa9N)d=zDP*oOb>eyqE?d=UA z%ZhbZW`;Dbf?WTlU#jv4sVJ{d_#SXKHnuC#m{x;2A><}KocqxvK4L2$e)zH(dEp)5 zM`?}F;MC?%AhFIa!wk)reR5S1{rth}NXqwIceD#gDcP(q1VZsw7Gau7Hbp8$G9r(x z5j$b{9sec^`}0rPt+=X>UT)8i&wqGxAzRr;%(cxDV!AwpiAJP_Qw@zmI+SH}UJZf8 zHXr0(zd^az4u2^3iu>c>*85*4`&?f&|F6Xx?z%4{Hn@8o*xY0SwmXXR3?;f@$TqkA z?;!pF)b^Z>rnKRfJOfy~r}0(zQ^k`ON*o>|9FZfPkl_pnyZHlsNa!8n&%%|j*l`j& zo{yu$rpv|r%%mE6?D&D-aWm!By{z>D549mh(RolOPapj23Y(O7nKl8RXN&cfzg9=i ziz=8K$fPu<)%FTu))ClQ)~!Y)`SUG0-SkZP4@Zukv@Tck*OJARHW0*-NEKA7t6XAEv;gr zG}rki+F8V|z3oj9PV(}sTh4B_4J)qB)ang>vbFNsQ*wPCd$M514jZ=JwQ^s=;d(YW zyeJtMow{`?=T9F<4sMVh%ObCGg3C^>o^2PsZn}a_ur?MfIgydc^n#Ougqbl}rSwJH zy}kF8}XusmV`{rdNem#cblb$-UYvtz1U`Fep()Z8iq+*!9uwmZS zNFsL_qj+y&*1JeKI!7H>$fVXkdfqJ5hoQQ>xy6A=t4pO!C_G!T*(kA4Ue%I19!P~+ zdyU82OKTk#lDaS;HvZj$$+Wt_^Gtf^4VG>=Z66r=T)R=|0LHiXRWqceZ5$3Kk(YQxxV;@ zLO}=Fqg)T^+Pk}vu>Q6-gDbF7x6SjveqHzP5W}0vq_n!v8|bY9YzcU{!E8fweO=VY z2x|@yu<3hPSK(!J}*Pw$H?-G4)ELX}*qVSDS0tGEft7koi7RxIJ+k zIu%^D=ixGJUzvc`)LdB8Vbg_40WRV9LoS+6c0gFa$V_(5^|ftPfO0IWLnRzn0B3GBco6{j4^gRGXR|RI;8Y8Lud^EDdQQlv8vbAVqRD18EgQMet*_WsDrqX%Vs%*2W1WPnAzp?)C{w8UimU91wMK)UDHna@w290Y_Q zJ(67!2+`J4|7NE6FCd!bR7kpF#E)ovXNLZ`<9^T$tSd8IDGK-y36h_x3Mm^)`O=i# z!Q=MdjkNV`N+4h_qNiue49+*aX}uF8G)t0#nwzH&-0&J8Kxo{tdV-P>aKwXtsuSCn z#__52O3l;fks0BGu!JR^y8~P+$dqR&mtq!M90F8e1BO*7yp4#9EMfKERZ?!I0kA*5 z*rR6Elb4le#$j*tHB){+Wi}Vd!3&oZUbSHsaLSJ?T$4Y5vRo*%2+`Ig1{B*kvKtrs zF>?L9j=I}OBBPq|b=FTNz9LSbWe$ZBwPy7kCuwtjKjlgVfvK?gORY58vWXDlg13I6 zr$WN>?2t^*u%ROqj?XWM%IgIN%yqx#KEiYM4`q*TlrUadOg?y^iVD`FKK@M0HH828 zTqJ(Am}MMUZaBD_2MsG8tUfTEU}hT1-a1%G3)!-LYxCH1j9u}g#?FJ4x@1Ne$qlA^ z&R2jK%|>K~URghk#7gMG-zib!jDClqwHJ|yCrg+RnGP(YOE4?cqUL_Ngc(T|M8jsV z=iy$6Ch4%m;;R(Xa4Muf!Jr}ldVlrp4bW2goKJT6))125ij51ooW>H+vQDj$BY|} zz)Bzx0aeqaxbFhOTfD=r~i@AR>2j?m`O1wCz4f$3zbn(c#&qqN{dkC=j$U z=_bn6<|p7<8%QFAa+IH5p_t9&ouOuiiKTJvCooyFvlvBB&Q!i0e6Nd5_7q#c>S1UH z2HTTV!KrRaT||`t5V$8j#g9$>(@4BIeulHRJ*@So*c?~{d5F=}`f!URXS)=lul~iM z=y5V3HLan4rmEFCUKhQiodxs&u;6J#ueAu$09O`b4i$#o*OsOr&vM!e5}~yC`aMdz z$%l8!%TIeluuLBizzoHHR3=PgE5|n<$8mH6~B-jF@MwPNi}*C8KlV4Bq?F{gQY7w%MW=n zq4A8nnkvHk?~0a#B-JcC6%q$D34{3IT_{}_DLHJ39?W^vtT?NP;4zcT3 z!VYjd z>|O-T^%fpp$GF*Up_x2%Z1W0;0?Ncn+Xf?W`lFEUB+0MH{0a|7+2{7{dA9+l1$C=*(uRZFC!?Z@6GR_R75L=vK$ATx8o;CBqnfu~`Im)te_ev`q^MYFdzuBsii8ele&m1+>DFrm%J5v&8Ynh}h-*N?AWWh5qPm?kv9- z0$PNsvF0$kl%+q^@Tlfe=x!aeUAswHX(bz$xD(7-t{UR?;3HY=Gsv^gA3dda>h0Ep z)9VlJ?OHA;CV_CgKp(G284jXOlh?h7nZgUbM*8!kIBLK8L~~; zPTLph+`fag6#_uiXBaHzADp*v!@cCqDRg8`dQS`f5)eR`@;s5rI`ij&@VsYR?a59v z8s@-V0g_8RR-8QuE{&r<>BXiZ*U^!4n$${p>r|r-|LO4FU6oh4+4e@yPgM>y^R8ml z;(+?`&Eu59w$THDQ0mvAvYAgrsfLOA{sM+7Nw6*hw6c3|enNfU*Ea@?)GVi9Hoq*;Yfvcu+yO)x$*b8^4kT`opgBR!$-XQK-$@P@8av zJ!J+?vlv))-a%4)%#yva5aGcIR}R54EB>VtYr+c5Dl6>TuU~r_Lf(I;g1&s47@nJG z1&`i|6tBdCeEd-Cg<_CJ2fSPRW(XJYlMX0=WV5Pb^`iLRI6**w7B!CKkf*((I-yU26$vdDO^q~{1fnG zb2vOVxx`rDk_RA&o69NMKgG&YK?{~voKq@vC zkL~8DZpy_QdmKGhhYy z(Oju?xa80uo%Btck)bs}Vwi+`@W}hCefef`XTxIrWvW)b7y9{ehylGZ+Q06Ju#Evq zh&B-m67U^ID|{VU7>%xP-_At-?_md%UvY1uX;_0$XuexTkfF^tLpw_^`Z}%^35O)) z#qZv{Zg;#-AJ{SRxWp5G9NM6ZaRCUkafK2_Y8n6g0fH6jH2IkpTG3wGQ%XM#+UH99lbl%O$Xr^KhmlJP?BGAf`*}b)w2P zG>3L{Ym1P#a^7lz(8pNw4K{rGI$f9x?i=u;F%ObYeHDg-gWY?M6&@0ToL4@wC$Bex z)C?8tQ%nc^j*}#_&#&3rQc|j1C5}OkHLh-0`D^zXxeZW~Ku;vLz(f#4Xxbe~Vq49F>y{z89TAd})!^eCEm%sd%Jzz%y z*W~cxs>@Zc#bY~^2OWF;_;oz+JqoMcHAFh&=ilpThE`E&Sl`8Y6|xhL|Aayln_OqV zeRrUv`$1_`(O>NtKv~A)&?r!6drXP+x78liX(If}O%8(EWH_!N%R&QMfH*UcCn)X! z9mvuB;1+tZF|Y^CQ;Z+T%AQuX{+2GV80C<&&Ob<&eA(@$aZ+2l39Rsp-Lce)sX9Kw z-rnBe#0s(*0Wp+pPRg*w5G<0GVzjGCBR2A>i4ys?g7!TFi8SPx2bu4lMkQ07`!$$%?mmA zKtPzV5@ylK4A04wbeC3s=MvM@#zP81Ho0VIige@JtN03mz7K34%Klt+_Opu%tx-62 z@hqud$|p^p_;C&UAN{r3I}qrGCNyR`d&M|QGInrYkq5H%CDkbV90fm#Dk!Pe6)cay8>EJz~~&5@RlZ^E4nFX z6&U`;7x?k|n*kq8Ro1Y#Qujevr^FPH^_CVGii>F@GZMjs1Wxr;M5eCev(6b@B%JNq ztRYuid{$Jz7azm{V{7LvHsAw6!>i6EkPZoqnKLqM>ZLQA$urz~LQ-2%7RK`YZ z1cm!J5M<$bT(sJlNDkKdM`7Gu8Hsh&f2}eZ)!4!pO>v*el1xK& z7ea2^@>IBkhZx)WR|Lwn3v{4jv;fMI?B4`4K}BFS#ir811nUpv=Q^Hu<8wFAQt0|x zE%`REq8`L~x^>5^M<>ZFJOs(}Q_U?hEQCGFtnt^{O)S_81es1)cDHM$02YOA@&_iH zr#dEZI8a}ye*5EA%LxWFSd||IX6#ts2m%ILtlO2WGSQmh;8Z5T-zDR>!r?21X_3waY7r5?a$^YWfSUo5x7_%bK1cfNqyDD`-AbE9-B-$dXP$1hcZQD|c+>gVV@)*gWOnGGKWk;WW~yeF7N#)SyYy zs{Z;p&M^D z#tvkZnOEst#t*q(CXnuyoW?zvSOSJvu7d13%9nX+z$3l>sD#zjR>n-V^aO)fPDXic z`b;@`iA_d!{g$7u6XM+mQ*T|P2hyQ}=}iYtvepu+R&hg>-*~6uDpj>1{OKXb*QE7| z(X>Yl}8u1(0yGJfZAZ}QhaPm-+m4$w(7d!$Ob34EqZ0mPUOjt z1>o-i^KUeZduI>}x+Pxu-SpyRBich*SNYwo`%+bzQ)pheVA091z$|$^{^2gY{uAtE z$*+va>p-HpNkHYW2t?7ml3;C8i$hk= zb$avHNka5wiA7O23T{Bo^yk|UG6-OU>23+lDmmfbdryOoW!lJMDyH_D;`3`2B-K&T zF1tL|#i=GBgnQ^h@sL#pIH}83@Qbf)s)lsvd4?l|e#c_bm#4)i*IYNnD@o0YLt&y& znRQD{)htfD@<-+L=bq=@w9%tbB0Pobz@Qk4Sk7QjB_vm#u}>xOK}1ZGP9mO+zGPG z+IjPa3&@JMg3{RmfLRt~4LVWz}D8jzcZoq|f$pIhG@VH?t8X-FZt8 z6{pJb8gHq%i!V?PX7DBA*g`jvY@_!kC3m^X!Xj;zlyVQfmH=4OA*4;X{~8L56vxja z0B&)znWWKxI)nz!cafP+rhK!HOl_mYE5D7^sde~Nxe2V3V)=12`?k~$Pe1NBDtK&7 zU;gdp%%?UI``*LgTkZAk*2nr&L@<+AvC~;wB$H?$wUcIskJ8L}S@?~1y&!t^c9uWc zTmYb?IYK%3_p6)(KywfUwwdL*2CIE;YtS2D4h8nYkxQ}A3yu-)ZMs3EH60FOGh=c-Qy~SY-*(BG`L&`0nNT++Qw1ZR3U*+`E3337eZ=~QT>dpzh+&W zi0wzPV@A>1tyTca-H0u8o~Vtpw?=fuZ>J1$HKEq|EG8@aGj(O(?j93?DXkb<;2AeR zv`$+2vz2Hb^xi}uK^L%rxT93~;4DNKV6+GGmMQVf(CQ-Ia@j&b&n%v2QJKpXFn|Rr zVCUpp{+5L9(~^j4UeL5{)$yM zMKldPj%cq41Kc5W#{}}k0n*Mw0ufw~s-Ctpcp=2ENp`6!v>)E6?5)j4+$imyE=I1a zMbH0I_?fg5Tw$(_U;F)4v-b+)b?gy5UdZx>hUW6ynD%wa$IyQs#N|KK1!=*(wDhgq zVo!wsP%0jGj%Yp4&r36Arkl16Cu0I-u5IAaM?ql8-L%eQtXs#9fYQ(9_4nxH=-_sB-~wv)3RI zer79>u5mQ>ZyE*cVV!<(B=ZE@ji26rzyEqD{>$u6A%1kF5ZBkw9xQoP+ixA}3w|Hd zA!*Z)G^al&Z~s0{5fD3&6dT9kACkS4*rMc58 zgjG0>!(!utpP|(ruH5!f`qa;N5b)q)UT^=NCLRc0Pt2^9zq3<+bPX1#NujeF!$|i3^MTCT*KJ~wp|kIM>UZlK2f@wqp`Pq z{YX>umU5%l^nyBinSCi0c+U>Pvrb4acyC_PZGvT*=iL)rq8{zGB!pRhqAkp!*O#SQ zpgOfsKlomjZiQ?W`t*0&UGA*!mU5`lsB%NA8oeq9Xu6}m`@=oZ_CYF+K%ToAABA{y4<>t*YBrbLw7;x0jgVGZOU7s< zhr_>K>(;fI$v7T*_Dzzk@EZfDl|>cI?mTNa#lS}@;nsJT#GI!!v`!BYf@+N7NRQ4g z=(2s?q^_FK9JA!0->VS4FCsw1UJFX$B7JO*EIyVvz4D8+v|=c}zZMoLT02qv9P{q| zJ}Y`_n?;+-wE4Q&TA7GQ3hh``_Fx&u-XOO#CQoj5p}t6kl-t~>QKopo1*`2 zN^2&nW&{t9irKYhst`nI76!F4fb4QO_9o7A;G>D@-L z)7)Mds-AV&XZi=G8_x<#6*uaBJ`Mns(c^E`T*5|v)&(AX7V8)ZdJ*&C2h;asHd>v% z_PLQF_62(gXC;?QtwAQBvZJW%W(xDRZWp>46M#f7@@-1+tO6 z_+ehv`l5jzUL^i$(vBQ(tj6%YiH+4)7_d-|Xpv;PO-!(hB0(m0($;@10sHVkdxGEd z%XIN$V(HFWCs*4%ne`|(P!2+0q}!Bj=qM+*BS(%KCcmP4_a-lQIoN|j{iplM+LMx| zDRK2m`D)I=U~&aE*${ujTXA&ZjE}ztj-K+KbI(cq2Z&+M^sDwEX#$sMu_XjxU%=%siaSD!nzlE#S!PZD?G9D0%?I1?0G8#jJsb{}3UI~?i zr7m_lle61{*PNt>BazROw@fjTtcruTf1wy;x~^bDN@{2)64F`I$d}@ur01R=$6B*E}?Z} z?SQ%LJWuj(MQ}UO`Jgky}i+yxs-fDgDg>Zf$!>#M?#}$_!n26 zr7m>|^=>qgOG5>Ee?gI}ow^N_c9})Tq!7^EZg>WHx2-I{J0qmn14{k6S`X^JnP5wL zMm3Q-263XT-nqdd&hs$EnEUr(I7s#-MVkBSda|i5DHFiP>nPReVRaUWBa5uc%z9<}J$tt6y zfs`eceL!5i4KQ1>q6PiwOk>}u5;k9p*hQevVtB)UD zje_d>xu?6^2^`VK&K7@=eB4b~dc`B_>@Qmp;g>agTib@#8nFB|j!YHRzyt`0zcnEt-uPgS; zU))#8=!L1R(-00lY*)L7hx{TR6Gkw;V0%YH9D-8&lzxvsdL9sZrc*9`Tbdo-B=EUp zCBRHIpYkn-SO5!Q_F#ZbiS*qKrpo~WRjwhD+}!j@ZZD#3{kq=&z`?Fv;nO<+b_Gb= zrdyEUQsbAy%rBIik4o58CT{{0_7-Y!>}fxs@L7F#&Rw5`zJOc4vVAQUn z7Ia;b33+mxvfKCKV{9*M(92FRC84e{%b&sT5Q%S9m?+~1{Ae0hKIx3T2s2%>`l6E6 zqkQyN-kNY;%p@-EPDmV-CJG*zw>GVEQT|70=SwmrI@`lzskSys+aRzj;3jK=%crMs z2B5GEr&qStyq8Ic!f15g3d4)oD>dWjb$?nHjr{-q`U%~+UIzA@%bi2z{X^QDi%;_df=2M_HZP$zU@`=Qv#5^k+^3HD1XO5dwd*QR6 zP~f~yR4z|u&;cb0-!oR#2Mro->}DDoJs=P@DS3lKhDDz6$9so<`i!)1F{G8Q;nGS( zA!>ZmwbgqnNffHO#>Nf9^mYmbaqkyQA==ML+9B9D3+(%U0!V1aAgsB?_S!JK*&m~Zdu#%;nyb~J^5z= z+a17MCBh$k({JCs1R*^yN;5z5kFw&==$k!psiekGjP5ZL(2lcKHe8SUv0NXvj_Lm} zNpj%*&GhL9roL$-p7j;>zZTd`lC$z?8Z|H!=kymSRcfW4K^}$fm$-99<@!EErmn4 z0}G)ahsWDT>(OUOLJ^V4dlX)9+>zf8%?W+6su&|a76Yn07z`4I%NqEZx?k$_jBf1L z>uqGIC;5J(_bGkga2xi@gR&#cM>rJTzE;pCF1-2ct~sI)N=Q9XeI$(LxPie2E>$eS z>Jh$7uy;)l8`=|9qg^xJrXL)a*$EHAsKZjJ?1}OM-$>fn5@v4igBGihiK{m{P#J|) zdAUkK&lzO~ZvGIEkRv_KZbw=*9Y$uoULlD1>E)2aAZQ=oN z17&$*A8}mc2m|rdn*rB(@No&HMFr7mWkNmHXl`I`GgL>k(G7Fg2R{gf-FtYY7cr@0=G@+(Kht33(4*?4xZHQ&32KCrV{@+)(v*RRgNXWp2_{z)gSq9b^>y`MtYl zXBlloas;h!Fes?8@8eTDM`R3|4267#I zDkqkKDSddKg~t4tCP!B4D%gJpU4j&QirPf;PP-s~H5$FY*FTH}$dO{8*Q-uoGY!-w}C!J$C&pzU1DC zTEqIMNJcsd`QeIdF{X~a6^ynfy?1+*xriBmMn&r$nd3Q1C}cZW8e zqpjG6*LmfE(W=F^Yn{_M(okw!}HNE}^!RnEp3?^?KTr=OUkZ{xuw3w!CfOQu78@d4eO{R=Z+ zl6}h?>=c*2{E?77bA;^on;%MJ3{Le5etOxO#o3j7`K3}=z*V(l29o&1;7_`z`hDy_ zFaP9EK6$mjrmkUS`Bux92gxm8UbL=$OwFMn(COHOmUEX97+hXIT}724v<2^990_Y!5aqki9U@NQ({+=KJ|b$Z@k zdLQ@C+f!;TF8u7@S8PnvRGk;Zzq{B>yY1yh8>!vkrFiM51GYg$ZU#jq$+ z#OtfQV=q6BaHCZzwszm$TB2g;DpQ+VN1u{0`)!ln#H`;$#7y>rfMm-4-TH~X>x2x-I7Zaw`H^R6UN4jhOuqe0H`#d$| zbkoh4zUw@3--na=#pFU+l17y*O#KPXQ!iDmT0%1{-HgfNkF>ga<=0Da*ebFrR2A#8 zFOJRIOIiD7IMAz+-_G4;X75h`^Ak=6?udwaYeMd0|`M%^L z3G5?lcK+o+)jx?dk)0zO9F>{YeAk4g|5~Ng!dndh7jgI_Hnp8U(*Z)P*%#-X9|VZX zQ)#VV+ns@X>N0Oq>*WQ zSIW+m@UG%@SijQ%E1#TWr}9H$suc>QGb{VwZ86Sj!HZ;Y*McetNMNydnp~w~b)H4T|Pjw8QfiltM`~ds;i?9jgh=UUQngJ|)YmhTnCyzuS+iTRM13tE&=0 zY!Y!et}y&DX2uC4F0a5N1#E_N3ZS4_4?)4IqrWZXo4om=F}8@PKtW0QC2Qe2Pej%l zi|zxhi12JIK++un;g#5#PC{W;Lon1?UvJFJI=Xp$V;MASHCbk|!172F?R#b=u=ZV@ zeI)Joisb;u6L@k;-azCn#{oPwoMn64u3r3`n)pG5sn17OZra*rb9C#FWp#esyE#-` z7fH?#kY9b_oatz(?zkuD$7tiI6{oRucf?pWP%KnvVy%IVwDI)ZZLM3cqSR~zUAV7L zfk%5%{905jf>E@W@MiQeTwE_aG9&A0L@3g7e2joYGSz*?dsN9KcCf}-LB+P|=g)cJ z-Mx+vvc85TFYC0_e3Py0L!64b+(9AYmPXdY-U(h8H|+)cU6x+|iF}=VT4KwmmFDI( zVl&y71Ejlw^>yZuQXj&g|!mJ7+WBk6zZu^8% z;aBp)rozuDh=ekW3!Ih2C*%hzO<&Gdw0whZ`cOo6|aM7Q{QN zH~M9eR0&8{*rK||5^OFtq;wSY!U1#a6RfHI5(Tj{`PWiEs=_WW(6Zw#C00?GtCwmQ zhKiF5uH&-vwK);Y)FCLPqvJN!vR#_n@-@^V_zP_!cgL&jcD}Bt@U>{&!^mf5?}it~ z7+%MeDhfApw8r>MB#P3d-ekrC9xj&kZ*^sF?PNE;#<^x3JSuco#?^^A-G`!~ZUW(W z3z2%wp!B^VU#*;keOb=Fe?V*^|AzHL23Y1gt2P4(u64E^~n3~fIJq7ds~Z7WR% zq8uf~c9ScZ)@g;ZlvnInSgTL#r+l*JmjPxc^4Ei{r4uLUEoP^5cBWEbJdkXnrZ(Xr7 zPwo?{(|;>>No}RYH@gltgpQ<2>yaLaG#3Od?wuj$7`qVp0cv$;tOran@%m4Rc{5&3 zy#5;dJV6R8*f_2vdT{FAlg8~-5?$^}Ov0ddcVnUyDq=sRP;Cg&p1B#VJNEb`_qeSJ=kt$5aVU$FrdyV83OicU~OFJ}IJ9%!z!o*^6hm_FNDMk+F0RxiwY zs5U;={d=iIEL>Y- zX>wgnRy&#KU(>}NzlT*Q~;XWctQ!?dC9JtGi4 zF?=O4xIyPkKTLD0P8@IY({FNK$IvDN!=gb<$23kksfTfKYkv9TWBa=c$>fg3nKN&_ z-ZngR*|&4i=I)KmFta4$kWrFy%uHdSsXO`@mC4S4_u%W>Qa;R5_YQSJ&#jLi$JTZc z-*pe^wuwYk%;Wmba#H5@ux}&3It!A6*tY4+q?qZP;)?;D>T&0VUGRjLwn$y$zUo`TxXX}nE3KaWohIgd9426ULQ_Lhjq9Kd@2`E;amp~8ruSo1lPcw6OAl+wlVekd$z%v zRt-jb;Y>X8?ds*(x7r)|*d|!UMRLRu=u?$c(e`FOvqnr0hbtN5RyrjrIk*$Mg(gnu zZJ-7ot1l>@O~=%);o_$pO$Dw$!N-{2+?k@E-pZu*Ma8obdAY6OGrQ);H=4x%0ve!i zL*?rijlPu13@zS=dOuMa${jpz?w^O@7PlNZF5wi^eH;RV;FJ!fD?w1$gj4%VzM;#i z7Cij0(0*Hx7=kknWCkrq$?pa92QW3!E%nzOmQ3l+@ez)_KMoHmKFm&A1)HsYs=qjQ zO!+QoNc9b*{&2x&p^KcP^VaIh_|bT+Q?M~zG{CU0pl+QFxF6G1Rx=!BE+`MHqjjQ! z*f~8PG7s-9qx?!R7cedmw5#z1Ky$hcBk zt2-y{e$mz<7UC&Ku$}ZopU*3_?UGUlePkH$p!9;8@nm^S3RH17Yd9fTWklnIXE%#v zAJT*S9k6EvNMXmM9JS!+l?XG+A^8i6c#xaBYnJ-%!@)}q5Jm9zwnkd&RJFC~lDs;X zc;*r@ic=Z@oNSto(lyUH;YU`x6J+E<`Vh-O`Jczp>D~n%_%VW7H*{PFIGc30+oJGc zB@DMOcQ$qW2y>pcBCJlON=pVQ9T^1;!=1MKRTyI&FvUpx0uojkftG^EUpZ0=Iyd8f zGcG*eb+wC+K-^v{cA^GNV{YcfylcG&TZ=Q`M8kGfkyZZw7CtrpWGV1j0EPEe3y=nY zWQIdpG&!`S2INA(p3g(Qz)KE$JBGdB@@!}z$p^xj5VitMf*G6w__lzOPV8gPgDT=| z3)F69<-gs{i5L`^(?t(wUsU{^L}!Jr>y$~RHr}q6&3^A~aI}@yo9erV9F^7aHh|eu zBw4e|ucY3T75vG0V{>?iq7I-2hKCQ@4emR0tCHw^sV&1T^DLWDis zED>gfI$KhcIS<$n)S3yx;R?B!3ITu9F}+r8d4HzPl)E{k-mZ@DV!CB1SUSM^PSzq! zB~>f1?R?_q3zGW6svZ43@Pk$I@q?@_bh~1c&(Truho7V1aWOsWw(eycv6Ey zS!v#MSJ)7-w$P{CP=+qNHo+zr6eAKzdappJ^2vo4)ksK5j@?43V)})m$+YIDBFkoicp<+Y60Zvq2vF{+-ENq{c0V|Cri^`I}T z!xHEVOGNaqyFvH z0@QOox;4ih>cYLLf8Gr`jYqdCL#^M_jyXUl*#G|3=P#swwSk9@;%=h%Gp0Es_z#M) zyAsj%&>+wRl#aXt@A0tRIZ=?6MKzvRg?%usxg77EM3qdA9n{)iSkh6i>smPmfIzV- zPlIYw7W(|8Vg)qvIP&^O1FRZdIDaS;)Pp>23p#&rSV|1MSfEu%ijF}EJ{3;$Y(NU? zstfw`LjBHF&zbJ?S)nJ2i;bF`9&7y^gFoq7#xm5(eO$iaHkkC_duthAPYy|F zM$<2(q#4bzvL(PMQ_>DvNdUNS&kH(HUEcqho0eoJF$7Nu=<^IZ=jYA7Deyg@-$8@$ z1Fo{{S?*?to~OZA%k^_#fnKC#ddJr^G6TRa#K8ZPE?5k_ zl@^Nem!Ske?_R(Q$Dv?sW^bh>XsAop0L<_jLd~(VF9vjAK)jK_Q4MCz4T#t^>Lp-Q zv|P2(4}fWgo@3By|9@%T9>}cU0gg-P0LLZl;JXR@?;02m{?8j2V%~rn82<8iFUts` zfRYR2Gdyu%j+6=(M2aZH#>=CQJNWlJpKTAFH}M~cLE-7E>8&js2#Z|VtSIJ4BEYzM z=gtju(E8@qW*`tmASAzT@!vkZ7$Wl8J1=L3(vn18yq*wtC3Xt<0g*ln^Tz)bX4H`u z%-(p=Sqy&#@u*QJek;)5ZIT?I8@fi;gHUHA{6iEDZ-~;ujSRkM81*a=A5Qy!eE!UV z=C;AYQM(M3Hoa|tI0g*GuV?wfXB2^A%-DbQ$G@2svv)G8W&fuB55PE}1-2kG#p7Kp z{49Wip1GT@i33W){+h92i>ggH?biE^jyQe({_uGKnxwf z`DIvOpheweyv(S`$>ap4kunza<;f?q5UNx~U*`7e9|KgE8p;1<=-em&PTl@Du7^$} z`ELsGXjB5@>bJ=!m?N$CEZj4RRh=`>0=_Q2=y2MgN`oTgt)KfmA!?qHWt#x~0ayiv z#eeD3U1eNtK%Bk#|02|vWOzP&XJp7tERb22c*Oc6@~Reia3~=BRuD7zNAvS!0*ncp zGYl}Hmf@t_o5XEzp;J^Ga0rb_rN9GX?^C4F&>!VJvN{!`N!vJfuEk*xfbRb{0{-O` zW9_yp{18R`t#WW7EZH-nSZFr!@bv9VKw%4;!Ks9~H+iR2%3@+A+4^LVvJG$P7j`QQ zwWdcY4ONUQ)h$wDqbr-=oE}Nqs`Zc%Qjt{)5~W^O%^*s;7Fk; ztug3uzUc`li^6W=@E#3i1vV=)*F*QQj!6Z>;&2*I(V;ukecKwbgE!gY|Q1XlN8u~L8mc> zb-%&_56mJr9y@?@^-@T!d`aJd@x)@jGCaPSoCwfx6A#Zn5ZpovEaYF}l_>DYb5R}sL`ndLLV8IkiU!PnPyL29Y`=x5Xlv+M`BHQN!0aYwg>8J* zeZdPc7?o-Q0G_JFidqzp4Agyr4%JE_?IQxHI%;eE%Q-023$u-NKH~R1dfg^@d+73XOHD-&3q3s&dK!QBGRgWF?q9%Y-EKdxg3bK0u`l;I zQCj{*Y$W+>C7XSuk?6gz=7(a>A3lwko!Kd&lOH zM@~C3<28j%*DDGIR!82yxo!I+m=-z-o=WsJG=&PMW3D7{-q(m}CW?oiXK5P%LzszHuJ}D{cTPf)+~T}<3`iLoS2I4qKtKb=bkd$fadm5?*|xdoH^AMK5J%~@8p04w;I~DkL;X+x(JH8zCh!wwt3= zdrNVQ$53$^(6B?41{GT+rI19aty!}sTQu!e&6eNz5nYy*Y#%a z{XEZF_qvDA{kiY8o|b7~eLgHlf!wvU@R<9Dw9r3cer)bx;~%j6N=!x*dfaGc9Wp?6 zodE+L2cJ$r@48jyJ_pN(_k#OkWf#ui!guiLVKn=5%0m3UGvO_1h3n`)&zY}>`uG6!ZsLiH-c;Ibv|coXdJ8L<*RFo|)PsRC z8RwMIXvI(3kDUyA6cbHiG!w7eb6+;HOD?+ry>LvK`z`iwS*zpl-^!3I(f#cvg~bh= z(~DawzURG-t(kxn;Hr$&>X~p`-MV=DF`cuP!k?TO`qaGpNdud#_<@v+UbUlFxAl`o z#N<$)>iB2%6R7u|v0a%&EDG(%9G2fRV7979svv#iEc7bLn#}Gk9Fa=NZJI*KP%IebBriVjIUhE7BBmUlg*9CR#l%^*a@y ziN$@@f)d7g3-oW8EDlZolh8oAC`QAIS_tv`w}o>&aR?Mm-(?Z<({o40F}xP|Ud^8N zSCEs-8l8?q3rJo@b2%v8(&gSDP$j;GyJop#+@!q1k5jYkxe=fDZO!u7skV>3J=n-6 zBJ+Um#l-Wq2BsTwM0+j{@7S5}`rb?HfKP9|Q=@h%y}#GG^!~a0h9j(n6tW3v9{%4J zTG`c;(-bE?&eAYrAMs&5==||vje%7ie&_Y{Z$#@TWdgZi2tz9iXqN(hyZvafcG{v~ z3!f7~)AHkfDaHX#^1FUooWA0l4e}e{&W>53xHoFKO!J>a<`-UQmS3?tD|&F`<)I*f z_4npz>9NZ2vgKuLk?MYbVQu?W2nxIZ0?pVpVzN`A zJA+%CX-2)K9gtu*Ex_z!^DY;CWmXaW>U!i%zyA#a;QJhgBc_h}He66TeqCZ}wKjC^_C~`2DQ~ z%(n=LBAcKTs5I{D!-{vQ7bCi1T*aBihyC`oBTeCN@|IOuPHxm@x9ZSs>5n@;tD%P$ zB~|Mi7|)Cvg|)!gUd3$#wnh#4wHT)i3C7&VFIiv&lfr4jsG|aF~M!?R;tKPxyoX-Y=pYFwDk7 zW*O+=g7*`0qd&@9qbvW#U;pPR!KP;~ZdLq>oqm*D@fn+pW`ujW7QrU=ceK%MBFfv} z-g=60j*lVb*n$&s@DvON6`#Q_4se3S53uDRV-sH%FOG^GTFa#olre%VJpX25zEtDw zfjI-3Y#s$NxMi%^=n8pnSxqDed7r$QTFVciERezN1eAINP5gvE>D z*392;9m+e|4Cc8gJU~{0YvPUa`569392wmuI|tpY!Lr2_{Kj(Ow4syJIMW z+p)3@eq|yvw;c~5IpO+)`C8Pta8&dW?8hpi#DA4m)3UksDz;qXR+U)4vHzGQ+(dqg z_$Fv1O8op2vUiT7yJa~)tW(jSiq%nHclg4KI0-{~C_BC$zK@>nZ512k=bYy-x>diq zF}TL8Laa{={hJE$5UY(LskC$_ckDoK`sHt zNYcW}>6d@P&;;!{#aryHjvu)IpA{{O4bQJjmNUML1kV^WVU6G9A{2k{6>Qh^@6|`k zxma6jc^NGHDZ~2xCLL!KE7%2V-zvtS-;PdKxGsevrxHIzKGR>>BxYRHfyXFd@T!hQ z{9Pa=7k?8Q@4&ShM)KBUC!jlVZsrY4j6R4M3jUH&m{?+@OsLs4t_$6gSC&+!!)0qL zLK2o`Y`@(CPfj#Gy|qDgIJ#t41wqd|*R$V;j6^ro-Fet{h0HKKOx0!I+|~^x^KyXm zWzqNGzi1Ojj;I(1NH+4&Wyqy6ir0*=aJ&5w+iBLU5N!xk}#MnYfN(P(YW<;mEJxs!))GQ+whu*)brBaKK^21_vyen28Zrgz*s zmDnwA+pwwYX8-+Q$OMwL)RpR9Cyxe1p;`)_DDK^&?^q}J`+TG1!f;qCSetO;7)++~ zjXR_GOcP2V88p(CfNA2R{;A#&fLSiJ!f$rr>$2^T$|T&ZHU@n>0Sk0)kx8MI5PXea zo&yJ&vX9`pkxbE!_c&Apx2!dTz>h7UW^Ct^5uhYm2|=}y+MZT#gCGM$O5;{e9Bp(& zwXu0JPEq^EX&=FhM!0>89?mv>|TH3cXiF)NF`k!230R378L`s)jq)XIPv=f$#O>4B#$Kb$ zx7w66A)UefytPY&jr6lo8<>F-*j)g@!rHw6n7Qlk-$5VqKh{B_+tU`j-s}N#6$0~u zf$z&s11?hHx6 z*hq2$38JLZcFuVtatCAkC^@LMC@!PAo$m4Y-EAoIv_w!10) zULGV|wxVNVqssmbN0Cp^&CZt^_}5^Z|FRU7jEQIN4x-RooW4AVq3;fkmDNora}fLX zuYqM&;tN9szmLJO5AGwJF%ae=3sAFri=vStg$$U zJThKybKI<;9EAZJH4|gC$V+5-lS==Y;PdT|_7JbMql&^jK_29jrt6T?ERzESHzP6H z`oR~#b_)-qyJt~p5AvjR7$ziEy{_#Q1Rt`TyY7~6w7;qbe=C3AX;^&5aerVu`a(3x zAi;|_!xy`Y^OKZKY!q#!ad2$)9gK4_SddZqYIWH{x3^3+YuPAL3RNf*C&FjO+8w< zz4qGB#~ux38(lE6&@k~nMbuWvjv5SC@OoYT%*1KI#HDi}eH}Q14>3n5Z_?TAC^PW<0aT(i{i8DcS!o&tXTkU9SvaUT%K$1F_O?E8at?skC}Cr zkamkI-bh7|Ttc_%hHB6TEEC=2zp+^Bdt_s>wy@7@p%Ipr{F8D?dNgLrEbNeOUA8FL zSb-%(^3rx}v%M-aLJP`F4#MM8<}$cvFHH=>zk#$7_{(=l2?3euw%u+!RAo8yov?Wy zAT$0{FU$)wgr5e8*skLc+Z|K&6$1!_>nUJfW13=lz89 z84$`SBX4T68RG7X@g(xk1L}kq!Ax0NqIwxjZ|ue?)QKx4XU&rqZ1y!XMt6!x++@$* zfo51{)U;$@X6YCbz9?q14b1Q`Vn)oIE*k~K*UzZ2VO#BV5B$SdO&A%WI67F$8}aj zxAx77lH=RoNeXU7`oMhLxL}OGpX}Ag=(~E3X^1}8a2Woxp=`w&0&E6N=mU-aJ>Pg9 z7pF2CGe3grq-Nua4}@xA=&Lj%Nehh5=cbX7bh{!@`WUCjp96m8c}-7m&*62!V4^Sd z?jP(R;bHw7_li zT#~MBRQ~BjFs=3`dum*jW|YGMsr^noQ6=EBHl0Rc^AmGJZrQu_(~lT6+1;qU_5)ZF zXQ##&f1q`S)Vn`xcejr}fO#EwjFW}9)H^fjkoocwag*`a%SYlw2B;|8<0k^p{dT!E z72lYxYKxl`w9LVI%3h5{OJUslFc5hjDE-fjqNt0;bg~}SGn(bL5h=*ce_oV>elK#c z&GeVO<5+wQ{slDfe` zbtSNem#7k=^`s8Nm`ral^*i=xQINkTOlFpI{aPF-`V?L!eJsJjs##o$p=Il9NhgpF z{!!YUIGUqyDh5&5Ybfzg4x>G+r|r{C-X<&Ci=d6v2Uy8Vd#K4<{HQpBbDf0RWI4po z8k-yLTa7b>IM#?Iss$S`)2MrgnlwjtyW4C_GKEFv)<>smb+0g0L+@)XwE#^lDAQqkPgV7;yb z2C0YR%XGHmG4RxXdSUNb*6cq0q`M-6>%NCk^8qp-8%4Q;ftKs=92I*0c(ioMsr_|9 z=aHKLQ;eMmUL!pjyatoXeGvyEy>1!|mv`eZXoOGX_$WO1a~8DyQuoe)0`^Q?d)&r+kHNidQZ2n;kJMZsi7TjJ&lmDml~$*H;qn@8Hm3`ExeqSV*j zHTbDluhc};5cOIjPHtmf&2iqcdD{T=1!qO*$>|oxwWbTU2pD0fvow0QY*u*J{^kUZ z-4$wqj|^+ArlPgwKHGHY09fHVdnNvr=^^%uDzM{;)3Gk%@#F}L5p4f30kBrHC4|?i z|8>QdqVxGW1CK`UU?Cy<2&`5}?_G|JfL|dTLsgH6t6hh}3RHY%VQ1ll(A9N&PPa+0a3AL<=RI#8(D4pO{m%Sgaz2;`~p6@^nDlY+w@r{GVp?cxb`(hn6@K z-7(mNGQVga$h3m(*$%4++gO1hrakfIY=?=~$DJ@Z_TE;hY-}Fc`Wn~VB6nE>#fb9) zZzocdVVdA!V*g zYZG%-Vy<*MM5P&lVD&wwi)j2RNf!u$;ki=W+v}xDe7l3nv{$FfvoTy)DW|O8u(~@H z@0)#oP9|m*tiwYp-oWCA;nv}RX-GQdVrE{nvbOFdGcagr3%CUYV;Bz<^38G*CmH1YXfqvv{yMlI#{Te1d8E6oi zK)rDzKHM~>hY&;SdLtNei`??~v9*!sAu5l4}p(lAfb@IkLDRBDsm_>e`VkUUM? zLgW7vJHuq1dX%%H7G{Y5RCtcrNm^mn{O1yK#QeC)g;q7DdchIJtGp{1%uiWS-o1~^ zUbM$A3Q=NS$Z;BPKPJQX{?!0M#`sAMDK^*kT`rtkdT$bE>tn|2eN`U&M~A)ooVTCR zy7Y^sZM3V!-w7{3>(_{InmbP$f=d z==E5HaD1OU0`UpxzvDjzsCQ$A%#N+Y`4i4WHLaJVwM9{3cV_(FFHp@@;(tn?G;spP8P0yw3DkC;yh6rrcL1tR zI*b0C#VQ7%A`^&2Fk~OI@s9m#L}AwVEWH+w+WZi|gTT(kvFP{8tG6Rq0i&bsxXqw3 zvIhOk`IL4q9x$R7M!ojK9YdNOvcsTGjwR(I&{L%|EmYqGCc(4~Qr8HeZrgA9M_bQp zXDe~G*}ohCWI7P4C$nau9SNvyCWmTJ0*JFG?W#I@41|hBczAaQQme~zCElA=)5m+$ za6UqDSNffY3r&&3jd-}(d;+7@8M_c@I9O|kpR%k=w->-c_Jq8#W~5M5bnOS85uJ(E znNaz=XrV^`>@aC8-Bm?5P!+hXE zTz}1**sPtX{jRCUkRh~OD-_;C|*}_ z^Oran((PvjFYh{JWHlhI6VAZ_Hp{sr7WKMD?bhFw>iE|E#Slm&T?^7S_vVc`2wi<$ z=?c5sFgH9#(=fK%>e%(Q$db8PnpD8${#_(xQP?14)W0lre-U17ygqPZza_;^mieu# zVcw&MxUcog7@Qo63DBCU#>dCML09>%+4UwO@gCYPgDQS1`UGm~&xs8$e^I(+1NaGO zBbuJ+e}`BO=oT&>B6WSV$~Y;q0@;o@1x#knqLSaM=P8cCG^MRVfoY?IZiKWOk>9PQ zKQPM4E3ev4S!9i`N0b5XNdj!4x!i??cTw=2+W_xTT~o7lfc?hN6HsFxOCErY#(0|N zqUS}JC*;YEy9zcI4fV>D{zlg+I#?_+daZRN1EN&;HRIK%T2fKAE)WwoHG&vc0cyy^ zEnr-oQH5L1l}LZ`#wBpNe~<5(bqo<0Kf;r7zMbF&*A(r*i}my6()2}fxSquww~SzZ zAvA^kK99K~!n{!!b09XnF1z+T_CisLeT0n*us(tvLxKI{RYDpJ*!wfiLL^NyG$*~o zLaCl+UmSV3!H}Dq6deh2*C72$%YqwKH;u+C>g_af|9B=CCx{R6{xX3P-wtYdjWzL& zc({G4Kho#A*$fnMx6BVp}ct%silKfFWIo5WG)>`RB?rRI?CdW0Cen z+E@Y=cf@o#mp3Ef7S#bXXaa7M)98h=%})D$F6a?p7E>|Zp4ID7XL2@bED2>TM9+V1 z!l0uFHLf^a!dmo9J7=>hIjpi)IJb=vwz^F<7Ag4}VM7E`jc@mT*R6BKMra>azOhe( z8T3i}UBP2+Rkifblbwx~RNT@|d1O#Iwa&(I0)N8JQ#l9pW6`jFKUCez32{kJhgU`_ zjrGY1*XggI7ZI~fD1bpXDYkyjWM8)(BsUVM=BG_k8^7uNJ`bek+PyRhEHlyV&O?wD zzxM9WJZD93C+rna&!@t>GPF6XUbp>_8sIW;c1IosR)^P7)IYc44aM3iDbP)Zmw%V^ ze<7|7^AEcALYHyMCW{Hq6q5*4Q|B-EaS60v2peu9*~W0em#u;BIVC0+JOa0@I;m}K z)GdMuIMYu~HUSq@VuD!j#b)y{U8wA7-&ITsJ8PiVVE##9u73LrT@TIQ#w?t5c00-g z#Qq$x$7@yY`LbfoacoBS?TL+~+63T)ssk8E>iE=fgA?XZUAdh4Q!qBaD*lU=9+vkF6@ zuAlJzL#IbLxZL*tX=J^}25B7MYr43<^TlP7-bqj#!e!0{0#uN%`Pm>uL1=V(0P*H@ zE3Ghfqyf%Rw`p*B1O|bCiX;1asZgUEk)yVr!>2YUYQB*lzF*NeQiD4S4itztuf91GLjjHKFogByoqD^V)kXhz6c zKzaSMaGEQ3J_T6DF)|5hY((|V$Xi=BqlZ8tn(p!%q`RxJr2|1LM3W&G$P0mpcabjh^CQr=rRkII51IfygG#Qh-e^+%jOpDh=+X;!#S_FY#N#Pagjv-F}>|=fztptd4gS48Vaz{gmH> zbu1S}EMWwC^TjbKdEX-pK<#Ibco5yEfbkju?fOWEQ;$g@9Jmdt2y}N~f97b(%VX2m zEkR`HHd_?SMqm+%h73u#{gxYG{z<4dkaZDw<@FB{7TUh{KE>4mF*p=EM*nn`6F zr7LN!bWi$@p*D)nnV4zP*ZrT!5pey%-}g6_VBNB%<1wB&eY%FuX2C7VaETJ`&Soz+n8Nh9G9(#e_z&)GFK~l@`4U zDty!MqEnj+xL;i2aT#k+RV!povWrgOTHJZxS*73a`$EDHG5~9ija#xq1chytKTa%w z=1RUD1Sq;F9#aw}XJOJ{dd%DqVeClliz=jb)yHrM<_vz_c_6OC{$un$0{3ln>wES0 zHoFWOBSP{^Y>{o``}Iy=3RrHV46*hP7vEnu^0)E_nKHP8%D>N6^kF@AhLT-15V~~W zqP#Gx1=SF)wIE0Y-A!->T}GE+1ORP=@kSPA#+SC#p9WRo4*1rO3=?itF4zf(g{k|* z*>4}Ny@@l@`8bgL;3p>|FH7;sNoelnEnux zoc$7)9aXImfUq*{O3~{D1;%uN4In+#D2aC3LYv=$F(eEr8UH~MfwVJ*@*7RYD{mi;?!t1U}I zO>{C?n;4nF1<&Z!sgd3sgPIC`1Y2FGEWF2bJXK-)6a%}RBhxu+hC+3gY8a*iKfHgSj?sv573> zmH251l#~xs+}1z0iq(~RxlmVRw#Oa-GKb@=#nJ8!pN=hv?5J>l_|B#SA?BgKp-;bc zUc!Dr2KqGMkO{<^!yb0gsiZvO@Gf7XHX|rcs;u9(KI#_I0;u;o9l*QNK3a*#G_(1q^V3wL@Y)fY+JWnpyh~8u*raZVNeagO`*n53$3F5 zvvnF$0dS#oP)NEq#zbNFB22aR)aoA-?^gL|rP_HP>1Xy4=&q#WG2KN%)356HQpy~S zAkT0txG2xfkNn%|D)K(Cq?|^3UmHavAmLHv)d_n#J20_k46GOa5W$`!IY)4!%YVh5 zP3?e@bZh<(g+a!F@bdQC(vYL$(rC@JOAltNqS}w|b4c+LZb*MrBlq{?)SRIbxL;w< zs4=8FNSvip`&3bH(-uz0n{Zb4!hf0G@q<2^_g>*6dbl2-Z z*Io7fUC`$e3Kmwcn_M6TCdkr;C5ygL{=$Z|q_U37VZtxjcNzsAO6Gwx=khi@#`<>= zmkN@3ZR-_2s(l`dgjlpg^Ys6??~ajlqjD2&GUM+X<_)LTxUgIh__LVWU88%)m>Q)@ zmce;yGlFWKc9Hgb-1CImC<(kSy+C@b&smIENOEey(0h#ArzsNt(*XCExG~45tC2MM zrfJ>*yn;FmVWWc+*)bvRwx!lj+&#%D$t>=ic%vNeswt=eHMKgfio@Q($+;^+o^6ux z%R>&tcyVE8@cmZ{F@DkUK$SS2B5ZU(8x%9~hDj)i_Vc2@65~6nNTs>*7 z1JwltFSNg7ZVqykIYdno0F783U%h4p4$fuzyak)F;}^%-a~AxUSfjrknX*y|84bU6 zBk0+Xr9<(;$Y0fDo|}y^yI|=xsB18y6bOk*p#Z~m(ud$FZ!&f|nu+TBqsp0t z{m9y)Nwz71Ldhj~5sBN#>Fbj1f5LCFF?2x^9i6$w4TIe&N7L)vVbRlO zgFQn;`N7IPq}8D7#Xet!ck^M3lx}RHd(5kM)KaxYQ{ z-N=MMpozk%-fo(4%9tu?{&LcX4UCxZfDL$*hqkOCUBtO*uUIZThTuXP@oO%ISW-4^a%BShBz8t6EL_F zH!pVIP>g!qP{VAK`DXilaC{VaVwW)B)&_XonL@9o8-HsFRo;RrM+`a=gCTq3a;)3T61(U*KtXbe7 zC-d7}e~kOD6@#n)+cnKlFAv_yX)`r^SUKnvhva}CdbZ)A<|fApvo5-R>HqC41PSn` z%ASKx5T+*8ZxhYJNi+e=8V;8zBZo`8Io?)ze6KHe#_>s0kRE=E*EWm_8fbCzzjaK) zhW~Pn2H+<&rD`xNT>QAJ<<&<&L97WOzjsEf{NAsaFUaYg==N<|F?+EaV$YUZgQX3JnRlrsR^;}QT8K(g*lva8B?mx?-;3H3*t zMRU~(X2sgcPio^j#$AD<^7falD&Dbf?w_ZkhCED|IBdgUo4wO3PQ|6m4t7W_a6dka zD|nFP5#Dw2d(PXz;8k{!-Olx|hH^-;BDFnpi-ngc4uvKxdx%g~LsP~vdS|+_`hEmQ zXyJeQjx)kr2iP4e0WZNd%IZ#>ghHudPo%ai#Zyc3UK!>Q6P}#JkrG98_-M4%b1UZX z?P{;70knVDoUfTQ2Q_mi2SRgq#b#st*hojM15&dzArVPAtU1Y$%Pw+wkN5tuZ7g12 z#pyzQkCtHsVT?IbiBx>Ybzq8x!PPO9TaKVKOhM!vP;HzzAOFo8qul?OsRtJ$Ma~jm z%c)(zoO)K;Z@0o5f*Ua;O0KuE(Ggnpw3}CQ7}5Ov29CF_)JOj;4YV@+;=(o2n-8lI z65epaacLDB6Vh5Iua&Djbxd;<20~nq0}JpUAo)c&8wJUG>?7r{saS(QLM(E$pDC_iN;CpWAqW z?EY4~OG%qkJAvEtyq>cjfx;rcU>^0DbpfuUea7Nb57@1V)hn+U;k$6+RmmdMb2@H0 zk~O-u-Y`-XKcdL%u_}=fSKs363*45Y#IM@+dON9vz8Xp|`VGg|2w;nvpXF~c_GFso zq0#e;16i(Up^~wB3e=Mgl#NOA_y}#eA&>x1D^+nmKHdaU=+g&h$UYxa3?FfEa>Tgz318@vyq#W%EzeSX~E4+bhTxD=-595I=t5ctJJagy0 zAI+b<@?aNCj|r=xr;W{uk-m0D5gcrY{$ZE-iW~{ja5@$1ppQUHLFUrcc~cp@!u$tg zA#JHjHyUep9xs5z*x%?-n$BG!*0Uh30Xe70UgfHiYCn8j1GLNeNsmANobU`k{L|;w ztLI$3LzJT7G+`;ZgM!HU5DYGBh3pgoURht~T{A$s7;S+P*sL?eIu=p={NgKO61fVr z0lYt_Z();dgYB02_}>QPa5;3?NS`{g(_Y=-oW9J)xL6}bsf9i`g5)DM2a*WdV|P5m z+XVWWnaoD^w)t3cyIO?PE^j0rPFbBCt0HVTU5NcHH+8<$X%@AYDO2fgb35(l!ilAE zJ2`JGSK`nlc*<>iqj;Q67#_xXeVLIySSII^Z~XX_I5%Vi&JTsDV+5`^G3o1YX*Cx6 zuC#IcrA85l#*HiPeI>Og=C!{r9&ws$tpDl2)A%0TD^ekltHG)_oK9PC3_CB8ZP{LO z&H?vVf3}BKIIg4V1$`NKQ4|K?jPFJwgSDr~?0By%rN|l~mvLKV>rQYU@DSf9Zv8sE z7f8s+^2Ze#D28wfbnrC6e#47!!zP=dbvrzUlmddXeV3jk{T5tUTxyl4F4)(B;{%KL zB5Vn12IzR!N~wLyIM?-aF{SWoXoWJeC}%C?OQb&-%sHP`xWn6WmVTjmt@VK$7|bg1 z*Z8GjJ>kFS29DCeqbZA7ASLtWVJz;quP>W&t4HmyOuOzA7Z^*E63Zv6Fne9T8M#X0 zPkQuZorvf-Hyk^?!mtu(&9tP{BGsnu7lTx97=JvDn-Y$vBk&j>IC=M|8+Zt?B$O=( z9uiwf8=Y%xY?J*BSDX2h>qnBYN`45Y^6pSDWm%<_lX7B?Eqo%yh!hAbuTBD@OIaxa z$}z^qdEBs9BERZ2e$)eU72=+lVveJpW4M8Fq)25O2}JpaHCq^gxVr^{3x7;5B5OZF zdFS~>>e63Tq;~6QYMo3T_c2VFk=u!6)$Z#YkfO|PfzE69l*tS~8}ik)L%+n&T;zK2 zx16NE-al3aJ>E&32$WR(eqFxQgN0bD%Y$bX&HWEnWkzBNQ7H(0i$eC|t{rXLhJnnb z*s1fTbQ5RI<_rutIKx-zxT@mx!yNBaIS&+yOMR)XEHJ z2xHNIf{^-)L_4g=Pu*WM7cX>K%)K4^rE#bbs9)e*epx`E6)n<+)A|;&Qx;(H*K^)p zjSFAzqDow47}ze}1_L%mf+2Gk+hF#Uh&^4CkwFP;-Z$&I|8N04G#|l z$IgB#_JuGsHx)xGY&05rlMID-su0c)w6B5i|@Pi7c@sh)_<|e9VKbA8;b2p$tefDJqmtQ)M8D~mclGH z^l4<-Wm+GQ8To163#_p{2bcFAG`#Y0Gc<1^nQ1i+6H#uhtQ7#JLmK)S&$K@O3Sc() z0hd`pM`eNOiK`26&mq9!T`iaEy~D9Tw8@sLoKIxkBR#7Rprj2zr%}(N92+e|?Z6x( zLsQhW4m8_MX$gi6S5nTDL9JDFxrzgA*UrQ~=ew#3X-)kY4@7Q$7bDrvO8 z?am+bID!gQzDt|-Ta#GP9Uk02bmufV%(0w19N$2KLB#e`bH7VNdjLAEn%%nQhf8^` zl(~8lc4U>`t=4Taz$OCWLH4>bUZ6s^A1#Emy)SxV36iok+W9jvZBo3+KA(8|_$&t;e zEej;^lT+J;kub9R-vX+pVR-haon7#Xw)*kMrPtyjp|Dv{@a^aWK$p^A4uV25?A$cJ ze>%G1UMqX)mvf#uq~$?ZS?M-`%GD+T6buo^TFFp6_ThNpBY13j?C@p=76Oa6#!);E z3ZuYMUBy5EvQ;|J!z7y@W1k4(q#`z#nQpVLzZB|wHYelZZmge$yC%3Jv@{hA^HR(S zD4aBmilr^9Ac;LvK+66MpY$bfp^}T^} z7+MEBz%g<4pJJPWPgBNqQ1I&PbV^4@wDk?!8`;$f&X6{PQaQW5$sUfIXV?tIO#^b^ zECF_`B_!SvRpu?kE0sNycqPcG5M0QZ4+d1^_X#83qWLK6xb89-ON?*vcX-ognT_um zZez)^E^=R&Pe40dL`A7;j$gl3+SSUb#bA@~{)mo;66t>nzO6nW2zRa4Cs%wezb8&R zbk5?9?7~W~iH2GS$nr*1Llk?f^xzg!d4WTN)mM!tkBYK!jD;}_Th4rhxd{H!h_Fb1 zxhH$EPhbK-m-sFm8o4Pld=n;To(>8EfR>VA@)%gtS(F$Tv6{4PskwDLi+*qfH96YN zTNKF9nkg`s+UbCe&)LxpC26ob_C@p(DlPos`6s1n@ae?@M}*^GwY6=jl%o3gP^3dsZ!0OPms2O+((W{SW z^4ye@Z3TKXuRtgEl%Wb!ZEk`Y`#eH=5fN@q&c7AY9+3Co{wDDJG@D%$dIWd6wm~AlyGnjS|FZ6 zGb50}NE(9Hq^#?HnD9vXs)MJ~OOzy1wfh*ho}=a4jKxY?y?pd`Y+%Avo!eD}w?LTSo{*q+ zg8iC2SYTbSya!j1Nec`@NnG+_*{%iM$4Wwc7tei}vrVp?1R_Z70cSMG=> zbmGy-N~!0Am{CZmd}njvon4>F0V0Xh{7-G?bUvtd~f4aRrucg&V5ijKy3sc1&-nrOrk zsJ}1^*#?6vcqn_Rsx^3Zt}hDhf=$u;n(ie;kVHj{!9W7^xWuNw(tw=AG$d9Q3oKHV z3d|5;XqvmU7>H(kPIH!M=n8J9LI2SG%6FOOUgttG5PgfT@VNw~_sI%75730$h@am+ zow?hzc~A37>@)W?SI1U854(W8fRMd+>*8y8QyTESf72qM$9zGJ&J)y=CmiRZdBap! zTi>;lg1j28X1FaAS`qFGf-B7;G7gN~94M_Nh2BJr`0^)g+vwxl`#Z`Z|>e5vsTQ8d#3df&d-Q_R6%7(ZS z{~X;EYPpx1?MYOjzV!5li4Dodh%5-d3FF&Bt^5Kh}6;r^MqQi2~!txltJf zW5+6jiy7R@kH=G9C)*WJwkGjqhC5#KKIX{}PgJo6;Ijo@k^ROVX^I);A)Yy!)q4Hqu zo0MV$l_TcB#lY%c;<^r@)~uzwys3XFVaR`1MWCp7BoLRZ{%uDvZ~>VM&oA)3YbM?@?()Q4Gjk znRtu$r1{H3U=iVOhVw?RQ#v^Z!xXE>JJp@=eoT2##GQzfB64*vuuiwRXC?2KL}KWA&geOr<cj4kgMyf+MX~ zi$UsMDirx9smzfZp$9Q0b%iXwZFK<0O~JpV_~P2jkAooqPOxAiRVCPTy#p0Op@2e{ zX~a1QXh~kYC$b=J%H_}xhj`RZJ1^rK+1-33QAQ z_q;_h+BHNHhQ*Z~&(uMYN_HPNm+E3^L9}1!jo_xrg&3BTxBW&Ka=t;*L?Cv?WwSV;zMzu9@?+bi{2zavbv@dM+3;l4J z6eG)m?(58?e1hfWFx8N`9{6dg0cz^lQ}~V(7a`p~(D9rJ)k>N9_&9{DLf;?5A8+K1 zq=GhuIF$g0E(!_v;o%4nq$RuC8{BFr99Ge02pXoUKowPijRa--;o=>xW(&T&4o(@i zdr-a~76|1+k*Zgyy_MRwzXgz!wYhNz*U}|TpEO#wRPkLBVCWnhO`Eo5QRWPblbg?P zgPJDJL4GWTlSy5X?RBk_Xv6Qg8%o&hiFh$n9GskW>LOJs<~rdHgqvYl-o z>0$?uKo&9#p6PVjUxZ(vNMQA1={;6$+K+)3 zBy&&&eo_Z*2;jg4=k!}FDIC;IV_UE?AendKK%6DIAg^g^RfahpmS7VZ8LMJFu8;4< z<~z8&S+i!!p@k&8y&6jVL+VA*GwqxGh_OD&VFao9arQ_J;o}!qDDmB1dgPQ#-I|SE z7DK2aPIG7n%4qU+c7ik;Rq2?FN2XXz08byQ65d&fzvBaNg;aX=(H{yeq*4shr4t>x zI7jM!mJb5D*FnRP;ichn<9739>CXcNP965-j+( zV7R0_sqwlng8_&g)EuHDMFoeg8KHfeH2jF&A|p;sXlD)q1);`i70OtXfUMao1q+Nk zJaC^0K?&fq&3B>&S}3*R(Vc!3!Ybe8(+a`zb;{MLwl(@{NRkBtntr<*w!_hx?GHi58@u63eU=9Qt zeM50ko33u?n0_YxDL+z!B{c?=e_rp{nTZW1=hInVE6dxHPmO$wXH>RE2P*NaAr}ul z2IuF9pu^^Y8J4wk(in}gBz>kUW&k8p&WHPph3gkj6*~pydGnbg^a2q$h76VFpDE?1 zlL6R?GMa_AcQZoUzFTXgtd51_)A+>~vv@kU!(S`A%|XyWqMpj?Vt+}S)0e^kn9elP z+ss{daGl7@@D*h>0bDAhHF;9(C;hwGI3mX1G!3r|**6ZIHwT4>VD&5Oe@$YfRfs|y z&3Wd#nucLu>GWeIRxG@ei*t5vsVkHSe@WTsd?k7oK@PF=K$-6EAg=rCHe;G44$`ue zXN~|j$BmB2RiMjN;wFNW)t=ICq=qd|Pg$C>GzdipK{fo(_fjM&^hb2M_8g7Kh>+GV z#9C&e(emDbMESsuTYNee|BL)VQ@x11)RRINT<=Mn#w)cjdMjDg=b{=BtmQ*)@qSW{GC%EaSc!O=@k> z{ekfntMVtD><*6rSJvqJa=L>yL{eh^3d9dS0`eY8L3p81-Y#2p_@T zdW7NKjpvbLTV4%iauM|pidbo%c`=i81Li8Etj1kU(t8w^$~$n|mO9 zD6p}dPL7hpI8YT}7AQE&k=t1|k+<0#_bLIYM3s8_Q7=d;JtbEH?_=*HaCkmigUaIj zf-Gq(^HON}6L9_xYpN8!9-9s=69Lf|QgGmpElJFmd-5B4D*WV1D{<&B1lQ4Y2OpQ# zE<~d*$IWcuvFHXYNvR}tEmd)b$VFvQ635FwG3?1ilX%ovX=OH)5k0l=?jo9ufyO53 zXTDjG)e4&7Oq5NF@nHJ${n1NY(@DSusgqYW0u?~w?ho}@fP+*DpdgG1mR6NGh?|9}s5B~(3HFPr=61H4t@2NFZ9`bEJ zjG4|&z$*!<)&Pd5)8cCkLdK;2_JOK|iUD8GkT5D3qzu3$7aocn4|T**rB!iDs@Rfw zQ^b9v6c5fByI;z4AcU-*a8wS4?%CHy`o1jJ4xj=RI>HkvN46|6a)#ecSh!wk{*tF< zqBv0;uY;XBaTzCax6DB|>@t{-3r+=|#-rcmoxZdFR5nhQp&Uk7q<PI zSCZntxQGO;4s9sm;pz{CPL?duhaBSgQ6C|lUsQhyDuEI}g9dgCP63v?vR7UqX}X>J z;JH+1j@u54$V+st)+Z50eWv)$5Xy0t6}NqFQ|-&*s;Aspw{8?VB&jH?v6W0F_O)OR96FJOLTQ{fF4zS3Xn zCi$@3tIM3hH3;&|4?!ausaS%8qO+V|kfEgS1#A1!Kb}GkkI5Y9{6oeTDv*s;%?w_* zX%No6`jl({8_mI>O^Nm8uJheyy0hUAy0alaT+*L7Q_z4rQ5w9v!x?Xj9AcMX!z()v zgdyowtuM3jGYX(s3)-1L4j4Xy?}S_$5MJ&x@kK($P^U8<$|P|kj?EQVTBv=7`y2~F zE-%JaiJ8Q1sxCNKi%%BwIG{(>{uvA8x1*Q}Q{(RXlCzNNn-SMMIR#XYdLN@=+f0+NxQ2jv#D+)Lzd$@eI{EYgh7CZPa!w^d6%W_F*>G zZ=TKpT!4YkS##DQwN|kq%W#cRc{_6Vgx335b-2UE`OtkyjboTv2V5{8hXhwl3ROo? zuLp~4W_^B{>p#hy`O2E=Gq;lnS7udA^{3mdj8x@s_n*lUXe&i|Oj z_u)7(z(T1}4*RpUj)@)?JV3Ao9HJh#n5bR_pYk|2fhwXwPum+Ry8&^~Ss2C0nJ|?A zx?LbIq?5#uhF6eh?60`wa^amYrt7GthHsYh%)-jpMs)K+1@CbC!~OD21c_+%1DsSf zZ24onURk2kN_S)6jXh|rk@Wt8B$}D*!za^x+B2yQ3zYad4hSs)L07klQ654?e!Wh* zVEOHS6{qi<1i}KYoiT_Tyh6 zve%OSBxkqwxY0HNOR*D4tfNa}umJ%A{dJe89dY%z?@gc>1S#p#poe?06a?d-!aMlf zMkEAbs@Sl_S$oYCq4(cZxhQB}U4AY07!a~at_cuSoTBv4KGOpBNeyA9qsQ>8Ugpc& zP~3H59V*=*y$~oLc^*cwNMbC+>F`^<`&t2GMJp~Sl-`$H{`jK|9v{24m9Z>z4{A8z zhD>nuHeK$Nm9M!2fq7_MvLH(dozHo%2v^+@%=RNNfl~m?p48E^1%j!NgW|1BvGY9N z))?>Wo{ew);HFqtS%1?DP7|o2D7sOkifQ;tmqH=QAD0{u_XiVb0i7=rWGLyHAc+g8 zis$a_;&g(tb-Zzhzw2%>$R7YUX;_u`Vbe==pGbzt4C*o5Mr7hSz4-Aq#$r0&>{#_ndj)FKA~jk*%%BW%nZ~Ei$%y_% zn=EAFmwX5$PI%IQz=+Oie#CtlYEwpGsEzz7Zhd5U2>!UYS<{U+V66iQR0Nb{O1q7z zghrH;!ay&_Ky#%NZ@RlBRc8+EADq6gnp3xlv>ruNiBm}5r8H5(oAT!YYM)2#l~5mT zsm~D0VqCdpO;#P>%o3>-8A{x^dW3As&V*xkSN`q>yb_i6l4^l?FAMB3z?+ufIE4tN zxUq1blwR=Fv08lnQNTpUm%u{D%`gAjAgnwG69)PtM+aLvy)J!HHgUQ_uat$~0;&^+ z8#m1|9MDa_!UWfAD%6;$RKG}K36@^8P50q66ErNGe51_D5-tgLy~mv^8jhI;#pyv& z^G1w~0Rs4H5O%2`YuJ`z53%}w%2U+g4Ir{S-AMJwAbuuv<|pr54E!52#Z;aA+Ag!t zW-q#?Bd%8F_Sq`3hIW7S{KVO);WnZsO8lT0aUt)A`AOoxd~||SQYMclYX*Z0?2H3U zOm)TT#-=R@C9x_gjbY+P`YB%NqS`MI1}zf}d6|HxzHN`B@j#y~LHXfv^A#juO2b{% zFbX?3XbI`xXX>2rz6>`~z-~t*qO0Txu`CgHp%2Rq_0Kn)rq}ivvy)1U*q%4_Qzjfg z0^WC<9=w@mQQ*qlUuZM&44Mt_&N)GAEvyeT`22QvCY4~c>`q@8Shgmbl=&f}7H3`? zID7J*fKp&Z@k!-mckQ{!+FVtc^pgU=b(rujh zu*I8@*okMz4haY-d%QwRN7;-e$v+|Q@PVIh)AbAC;&=6zQ-=Boel!8uq2#OQ#vo^b zC7!9AjNORHdW)ehIs6E^fGCz95>-ntsxLlQfo{j5@-|TuZutVztUTA|-eTNe%Nrvg zUAvM_2}!QAN9sq{SpFw4ZD0SrVmh7QtHAUs@lEk)%8pzLXZ zo7O_Pnv@jOBh_&>Y1)-*hEpQ=dQ$=RX1QqbkqQ{LGu5QZ4(Od_fmW73kVA3rc9Og& zf6eHHw6}{k2$0d)3(x*8nw0gxy^8FX6ICD;CTUAaFJPk&SnCFaa6)+c~G%j|* zmVByJk?*_MmAKk2(lW+hKFTH3aaA1|!X3Fq;hbrEH*8zY$d&|RJ@YH9Fda#d{{^y? z&J?T&^&a6mJbhmJ_M*`=fJO#aj)H8Y|2Lqss?T&kZ-mM>@o4#zp3pd1Wh&h;06QlC zF;cI*(VwSH1{*nU*!s#RsJ8_EmjY%xM*(b7Y%xRqo^c7sEBCDAk9Q?^hHGLe?mH5S zGH6tfffB!TI|4T1yOF~4ACia?0wD0h}#@dNZO0c%5$HzkqAe5@OnA#W2&_7HUvy6x)b z*Eco`I|;`Q=KEHb9Yo?rqWaZ`Qlb~%s?Yd@DOr%W{yMSlrjZ%>zcgj>`lvh;>z|lx zpxy8iz}`XW5!u5#b(q}W$qFqOwMMNWIerTlFoJUENzHvuMsg^m?l_P1-}TUKwh&c3 zGqn~{+2_Xv8Lk>+m8`_GugVS23O>LyNI={#as4=bid`q9hG|*+MmuVCU+MOaDJ7ew ztjkyoko$bBM~8(lf&-6IeMDYoGDV06y3g|PWZVh@DGT!%rs9N^LB>~TpAaX5HMnBL zH?SD1?p`Jr&NF>Kun5b3rF4*}Slu`qb=fff^g_pJan0jSEv9Y-#6Y8Z;bd@tGk&M( zDlX$sEUzcJ#|Z+9&0hckmbxIJ2NJ@K?$q4kPKAR7Dg`80r0ics4f2_l3;ZqV3!D%Jf({&u^PAy!1jfd8oGji z-?qYSIzdy-!i0k6B7y@ehfUqYL|LQXX$B8m2Trr6PUXz#3 zJvOndMdI{P@~i9VrVNHz6$&=K*ODMbA2m&beB=1KqVPp)ZFUp)3@v`!DDbsXOC|0X z_FgNZoc%;R%AH(0n$-ZM%UfCQR3yUz1(Q7?qeuYyNW;FLyjY<-XFn5 zcSk)$avf2v!}3ufP6p%$IA$vqora>nP<(+12B^vROf#WMC9_O)a94gm6acZPf~Fg7 zT`TY{-_R!!69f|oW1pd0{ zXC+6z0qTXz#-2k4_hL3E2mjV@Po+^|$|Kd2>2)c5O$rzPl1mx?y<{10jFGsnF1UCi(b5z=Mpt zL||%!acgo6i88n~FQ9PU2{wWSPyRyf8!f^ATbv$b-Ncy(f84RGSnQQHMsfg~Va9(j zTS}e^YoMPE<8K)k;rPiaP}Jt9S}wXp(8q+-!{6i_+7u#rA4M8o?{PTgSaB{zYdX2@ zBqQ9W<7J`h9*&vY!F3}!GI!4WEmJpbxt7~Yx-W;Y*&>S&k(|{%yoGK_j%ipQYC^RL5}Sv)4PoeZ1Fi>FUkK@f0tG5b%bZK?$ermA zsceP@oDdK+Wl2dbH0OqFMAHEXmLQPab0YOvYSo&rL%lF+GCNA1D23EX1JhG=1yEaB zH2EC*16rAHpet;-H8h^Ml@jp7QzOzCmsD(DW@%BW{hCCIH=?!OLdgq7Yg1vC2n9BT zgR`C#r$>0hdKp?+OTi0l**xExhm;)BcBSC(qqSvgNxe0McOYZmZJ z6o1uyBMW{RKz3h8M77(dM~K}-GAH_B2+ZS9{V)PTA+CEnoFcMk!T1ECBE{PEh}w+* z3QTFKcm9)Wh|K5pH{1X}bc5XBKI67~U<(tjq5iyxLhSHf>@5%?GkcfEcsPs0shHEA z=TNokJi`i-0g&|o@Av=(PqnlD{y`#0M+^lAdlUs(fBLTA)X;EUv60E`(iugA{97GcGZif4lU;M) znR<6!?rSvLG^uA{Ly+~iizluH#RLrQ43K@`7^g;_+~X~odFAbVq`JH9zQ>mTM?Uh7 zBgAa%-bV1plmXDZ>OWC#e{&>MW$`oL@teO6f2tX3uINoDNMF^m&~`Y1J3JhgdFe~V zaJS0)x`>pZ3)vOJ!?`(5PrYaIqK4zlZJagVbSyY)Z&UkEh3gw5K!m-e zh8Y>L>ZJRxUru@wM@*?k+pH`gvvl@1*@lCe&)2@blRS=|IF=#Z7%IN=r%5L7RF^ZS~@nKErDKewVPc3S!d?wjoR~sH>e;}$= zN4c~tu<2oUl5NRb)=;2FZnT|r;@gfH@lpbPkCmZ4*T8TVOkU6Q~GD` zaH-~_%=YvL^@|Jh{g91LIncd%M@U z5uW11Dlyey#o?U6FP+znNPjP=KkHy#Ib`?0=`gJgwzf51;fLw*B1x%4iAJ4 zeBxc3^LB6VaM4n?n430_zPwq*F^h^Zx}#%YUuDC&=^|gylD5_Fgi6I{UdJST(@#~e zd6RgJGgk8Az?NrBxE&jFGW_b8`Z8^Z*+$3lbx>gG4sjHm3l=0oxP!Vjqg5>FSK0wb&r?@j+~( zB))`*O|TObu@A}ovLusr=0r#><5!;5TlX!Ypdvs zRASE_R^)+8OD}o;A+fRkfP5~e{i5aNXwKlWvmTS3tgf>;H{6Cw6>|>{b-lXK@=jy; zQ`1oMmSH=8`QX9@D~Gt*!@>Liu(v1+UUgpCT#$4zqGB-k0OO3W#;NxMt9bVDPY&!%x)hIKdM9QiLlnwj+uw*&OjAY9;yRF(A{5d_b;`VCY*tSysv_7YpbVvP}O#2%r z%IiPuSC^A;ziC{p@3r*itHpWm*Y~OGO$(bQII}8g`NVn3VKoBv+Ol9PeV^w=db4`{ z3)+eb8(VZchW)!=bE6)X4EKK?W-h(id9A-&KC{@lS-p2z%y4@6@#X1B6@kN!`PWVE zl=JxtD(?o))S0FCr1)-9@t9>+mDaZP;Z0Uo;IRFm>jP%*OycCb9gQIh3fnFb2%Bk8 zkr}u>G4jdI9P*#}AJ7?p5%RV(s7H?um=Q6y4_D?ms(d?u!T{+BObUJ}$S6dII+2zO z2y71rjWUMyXqiEPPrh4OWYR1RNWa+;aF8g;@qwXxRG`FtMm@KC_+-=p#k&4M#vA*Hp_6ZU=ySxH3C8Lqm^7U~;rAh+=u_x18<&@dzY6W+qYJM6hn&dvvWMrRrD z=wG!Sos+`v$xljxt-$U$N{&B;Kbwr0Hc6F-nBQ#ur(e-afH?x{5%*{++Y&=!4~n_& z|L$0Nzn#_&IL2|?*$12p_Ps56F<-+=TpqmewCkzsVd-kimM8Up)GiK;X?th2<&lY% z(j`yL{8^_qK8U?8d0nCptCX}T49Mw5!?6*JyMB%eI|bLp;6j8g{$cIFkcd)+6E z`(~TopWgksFZ^rCzwsK$|E1TMJ|B6F*M!%oqrJwK-K2hJZEB%p{ASc_JHq}Q+q3rg z$4+weyu58rAfi1aRp*t_Aq3c zcgJ51duzS>!4~hPkoQi0i=`FX6oNO~&sx7tI)(3aJ$CqJ==%%7{wv=0`IQ9+W*7NX z4?F%}cn$59iC2+;Z+Yt5-B-!mArX6w*^{c@}~*wyi6!CE1i+Ibq+^Ffdg5rT$pLTa?f2P<~|U zklIVa6M+{$d1s}jdFBoeLy{Vd;LrZS1CegEaPR@B_WVCOiXGbc(U>mFhiRQ~KRmyegwlxaElFh>3*zKXowgZAi*epXf7>D`SGXduv0mAld7qwHVl|`xyGm@n7rUP z6|$x58E1><={P94{dGBXg$n-`0fTVT58NtW!fkr5yvegr|j|$uFQ2{|^^{fs}~h zaNUog^P(+t{4$WWxWxBmI)!XVR4~lS8vUSdFr8foM=y#KRRte4I0g_R5xR}a3(bl3 zrCZCqqmYftzwsaai;f1Ge#|p?aQ`AYWlD~@Y>PGelakE7B`Vl4)(=QcB&{6?yl)-& z(J(y9P$-1Q^(5>Ol7cffemb)5Flt_7@47@iypbNLe45k2yCgp%7m;n_ocqzu?Z#Uq`%q5Q&0PJn??ZC|p)%Omh*|NVZ&igX&FkZX*1QGWT%h6>6i@9-=QSQo6?YD3)@=f>X~;vJQtQSmS@bf7$O=EwIvU zH`UP~Pa}duM2UsL(>u(wg&#)0F}!21!43^_UQ-EA;o#nKyKI5Hq?CIT(hTyR+^TzH^6OaJ*FH!r0g;2&R?p==R@pP?bD?1LRkOrT2*wXVzis zsa>ajvH3FDni|1ha$V?*Xs@NcO99`2=j$yx2hdbXUe7eiHz>5jn47G*v+#N`#P*z=evqOB8|r`r5zsYv%)r%a1hvq{<9}Gl1Y9e61xU zHl6sJKMX(d^y#VVfA`F@Z<&Qjce1SIvh!GUvwNpw+GP`bO<5+d5K%~M4O?||APG-l z(I!qM)|s)ru8o%2aR|X<=8nF)EK|wMCfwbqZKgzd_ImxO>GUQVPaZA{J1sP1FFcJ( z=~2Y_(`wLMvD3N>DYis!vs1k^3@=7=Y{e)E)hpZkLM*b;2o~7n%ou*VUICmqIBWO5 z-|w+dwb=2~g7{6S4GCrtB#WIW!5?93^~X{Bo#+N{CjWX{W^O{B9hnrBWXfImv2YR6 zYBR3vl9)`M?Fi7w)LDNEM#b!goLCCRdOZZ{~cMgitd|;=^XL90~^O~IK?fbR9UJLr(iDgt+)KFhHYOKAFl%cgn)t;U@II|f9 zqxQ$s+REL(C-VkbJl)!M`}E!F;!YA7p`KA_M>|SwjLg>$&PMH$tV>0z@AYP9qT~69 z4Rj7Yw}lII%N|KGzmgm}b4B$Cz$S9~DLZ6Um0|n#>_-+QS$Em}0ixmA9sd~g`1+O- zzel4j;wu%MWUBOq@)&3QDjLH`eKJ&JjgNX*Mf2bDoMn{Lpa8)$;FN1d<1TllKCR7> zBF4S-hFEll+hjcTKfiX>sogtyQT(6_WN4I+cRu*z0$k|yy!Pis$`DIjHCFeWbL{T` z)DOFBSa+Cq>)45a87hfU#ycP{!KybIcs(@^vCl9H<%dNPp(N9kxAAE-MZ^E~Fan|b58GMN%{rYw_$ zYv*P@jx@ij#j-|$)%E)o*@%#Vs7=P-J%1Z+%k>3-xFSB(jJQ{ zUB;u(tv8fh3qP>f-|!Q!Oa{Pd@Bsg7;&Rpwd_jxi6s0Bpem9F$WH9pSbT#CBts{kd z5NYDaQ|L=s@BGzuzRpE{_d3OVsF*))X58g{Ehr?*i!T`?o`@DC zu5mI_9rAi+Wu7H>tE1X6aQq|0W+A5W)La8z10SL%$CaNa>fZAApc$7XnVBlHWYDn) z5X@#j>|OV^Z5nrcn4?#2j9-KhUpaF&Maf+7>rC4v(d8T?PF$GFx2iqag?~K1sj_^} z!2?pJ>o_+o`aHV$%RdTZP5!wg_gBx!)25)19le+e93m+}(&%H+Rp0wD zyJ2bMxK(Sqs;NKsZaDVzA`7?5Syx>Q<&taD!dAIPV^qIKjL#DKVLCvukOT%TEb8y5O*xN+Vk2C?d=jtfUG^F zBW;a|cR+qg#Nm3HGHuaklnCa9csY||J@|CnBkLkjGYC5;Y4jLWeq+>Z&N8vG9LD}g z+vnQoRwSWhc$g(yO4nk+BWqJ}Q2Ea?=RTnw0Lb+MU<0#zaHt@}cMiZWcC(;4Jd}MmGd@~XV>zEmdr09vneTbh5EtdHHvnWY-5cVRCW-H~phC>?-*6R;J=16VDEFC*4W zE*hKL?Of4KO<@-PZjiQmE+?HdT(*2UVOC6Q0VYx*W5fJDJZoEZa_}%5VwEyKKD2~v z2_?QI;)kdA(NR~7Q!EDG7#*z0f_DH&d<_`~arp)uIU&j$lk(%`26Bac)C$1aYTR|c zJE85#IOOhDZkbERIw?4F%~H*>8BX%dyaztx*-CbEV^)enb?jGkU#{Q3{Ut>lr?@p5 z{{v8r#sF|*kJ4!cfLhr1YN3v|$jt>{Y@vHa3lb8*&K2j$%sq)&w{Rl$sz7`J;kc=L z69GfoCz9dt^6!u2p;|Aad17JA#zd=SR?7%~MLrTbB2oyDz3WVKq_G5&LK069C(eI? zfCzYVE0)7uOHM?GQW80|I8pPwW&<9n*t=>nGzevxV0|c=d}cnoIi4Iw zc~dq*eik}|lpu6`E70*@5u7hd_&Wu?J{rExki#a#qLHdSgEEJ9x4j$3$d*Bi*cwxU z_anQ5AbOIA;H*uiwdaHi@&?$qxL`|kx=|BJXQ1%1@o$?RAhWnUz1?&h_KM0ngonEE z0rz_QP0^P?gP?#l8HX?lpU zi^*aXZA%1l-xCnr-TBUZ zOxuXuM2HJ`<4yVIi_?;tt00P@uZAC)F`w&vmu#{!SHN>}_jUU36k0{n=&6}A$>O>k zv&THy@&oGl6rtc40}U(p!RAt$;kzLWB(Rc?q}(YeZ0=H-?1g9!<~CDZ@{CX}?>TJj z>W{ReDRWudK_qyNqs!HFY>X21r8Ti@?V0s(8qK|QrZ|khZtnRAJ+=Ees%{!{UqSE8 zv$4d@_|}dur0)C5uCvi{o%@L??Q;(=#>5NXf9GH90YKlgmGEJn z+0u{nCeV(TO5;OADw9i*7x@cG*5~j&wl7ADi-oR+DSBsed?*F)gs7RnDKvI#12~^lYLZ*|xNv2W{tDG#ZfXm;S^%b=_08_}Wivyob%o=5++YskxXMWz7 zi43a5(`}t?FH}|tn~5|o`2LY(HmdoCxP*pK%va4+5%6|Zh#d5-o~(h^CH`l^Y{3rz zBAAN~(S)6zkaw=DM(L*)YtiM`_dOqlmyO+UsW9^BQ4g(E#M)y234B4+kj@o#6O2#_ z?0k`r0Kn*_Aart-$@_46Ey~Tc>+76FRv)zc`B^yAG8nH8x;m5C=RUV{jRMj2iY&M_TkJ$<(yg*tguA;Fd&lSF zv$2NC+AXdgBrQ|I`|-Fi+y9QXB);|Tof4|SzVC~MbO=n^^CC4>kKu=na@wX(s&KmV zH6oE?E~|Kel!*jOvqR$oHa~}JfOSxuW-+Y(yuoa0Clk5|N5_`(LT4g*giB|~2fFLe zM1x2nyF9xTtetBxnYaytdQ6DL6XIPzWzRcr(0m$ojWO82-ll_@%BG&UNYeKL*t%+ERLJxbtqR|J9Dd<8Kq{66uvT_SaBqc0(1<|AiQ~VGW zDHkd@osLKl|1yBqkiW`K#dncj`S|`#bP^MT4Iv^19Tw4Z+2qx8iphK-!rTZc?(AG( z`<2iPC|*z8^eYwDcdFl2L}RkpX5lVQl1!n~6SA9hniRR{vI#nM8zS+O^--vS<}U=+ zH(-ZI!|43BiQsed^iXcg^UW>2e?NzEH>vnsRq?fHPbh{3B&&`LEt0CWYm;-^j z`n2E_=4c?Q(iMU(H@_(p(MiCB%gWz_PvyzsJA<+9*l=eRygwl&xvv)r&e7r_%cc6-?4{0}Dp^gdF`VMJ|W9+2%M!l|=#uXvo3|TyU)P5q$ zb$)X`__$p1p0yEh)pue@0$}Bh*Kz4+8k<~1U!&8L=~pJ8E+STV@?slmznz&XOqaP; z@r26|vz&J)1oJhv4L+6U9e#Xu4nZ$&;c=mPi|jf&3IH-AmQEmc5Qu>vkN;z_GSLrP zG3>DDa}HfU`QpHywXz)`8cwZ?*9$3pVYw9e*+0;EYQUqdOS|%~UKAs>UDsR`d|eI} zN5tZT6vV%expFQJ;obQx%7=<6ll*R{?0g%}nauqeoA|7;m z6Lq!Qn?gfAV$e{$zIZ*gdqu$p!IeP63gKgzK1F73mrvBYVX{hC2j;p%#Y9t)T!Zmg1{{{{zdZ zd&zqL3nNjV;Gfu@X{WOtZ(PRuE_-X6XnB}#N9w1?c^zu;?jWqnxAnyYVL>10qtc(s(H^nK?Ep<%!_QMB+L7epZl@MI--u z&V-sd$LF8L1hse)W{`Ddf2s@ETDf#5l-6^8Q7dRMWmUpnIt1cX%uv3g-s!0x;NF zhf|WH_uwM+zvR`J->5f?g2;$X3)~cD#xiTV5>>$oeQd1p0>{So>Ifpu8r*2g_U|?m z3ne({t#L{^IR3^waapRky{Qy&NLBjC!NJcv95RKk|%`^S3fYel3J zw0nkezCl;$nAZ34vI#gT!v)!{5erZrpRXL$Q0XezbI=lHi$I_d*e3SyY?2S^VeFl~ zj6jEbn&#RVu`7r!xc9Z^w(Y{D8TQj0T;F0URMfn9zHg6TbU0>loqdG}nf7D#nZdk_-@P-a6ysn|o&)u9(XTR+>N6Zv+ z#qB9`#mP9suh!)*le*Gc7Fu%bmMof+$lz<5I%AMiZCp&@Yuz%+r?U&}XqUch%Ou@D z$pj;U@ANKq-BOCB0q$y#2M?tZ^6_8SUuIDYUhu_>9!a|PCjk$K4R)(Qs~MQor7W5lm7nv6C~mPwY0 zM25^hA5`p>FR=9gf%1Xndxb72i%64H?vdrgc2kWiil6fS39SI%4fZ2p78t;@Ytls^ znTUXhrndeK1SO*C5C+f9 z%1;uRx54WZ=TD77a|%G|p)^YdFG7C0qOiz9Qv`{AK-OYil+_w}N&B6iMD__wszh;m z@KyTbW?EC_LYlN3v9$Z2T$tU03JUA6Ie97VeGU&@CCRjd0WLvo#x9093Pv)%pOfP$ z`Auug{8Y-WYzHRpaz2QSkZHZw#r*V9jk{}p9p`~e-9S=Z+YUsz%~8j(;3LdPrYvff z@=y4|iPRmTQiqBe^=qPVT6dnD)(GK$9F;NG<*ol`HNZ%`fk;w8a|uE`BnqJDrN|Lh z7=oslf4ANn+!(PEMInZgnMSz0p~$2E{_q3{JmLE-5u07&dF!`D2XvAyso@=eCXVC` zpsIV)m{bjDt;QcHzgqN$#9j9i8X)*xW=-m7_{h)~IG8$LQjamwc5`Ax{6I3p43AUt zEANn1TFE*Fl@ZOl8S)`X45vbH@HEcBG5Jmw#+GWoTl$CWL1zS$Q5mXpuy}U*jis4jR6ala%i`NGu+4 z4G@1bR__z9z*O#_Wn}iH%@gqD+FKo}AuHIxjGb$b*AgN}At@-c<3x|ELk>!(piX6F z`CT=)DFZh8!Pay&^Ikdb9*@n%yD=6rIfvu(5 z(RA^FREoo0vw3?HRa9&~c6s6UrenBRl4U~uk&yp}^CV&*eM6|1ee0?>AvFqx4M5zb z@0O>AJN6e+$jE8zyaFvdes2BL54Xr1AzRuF@==_L8@RVgV+Ok*NVJThE`An89nwNtc5) z2lH?#IAv1IYvr$b8VHm~emg1z{Ow!m4@|Zn&y(445I=<qs{QP|O*CVtX}Jiqe=*Cg2y*E%LJV>aQ2*D*%ubM+5&@ z(%aNySu`Ysa;8Y}p|(5!M=Hhx#-6*3q9)IT#w&hKJj!6J{6Sni)7oUQ2I-6(H9DM1 zBaNy1sx0(Uq-1y^vI1JiCsN2AL21lrQLZ2rmgl?tz;(=2X1GkMLQFJ#rSP#1G*E%b zzYk=^IL{X?XG7JO^5yxd#)d?6Qp$P}ikya(bA?jY=JjmZSVYs^yw1n9_L}e8O@YnQ zZ`6B+>ZWk3($%CO0TiAZpNMd|=b$W_>%m~}b#qq_t;cH#5{9`rn%< z4z${;-leY&Hhw-S8|5}Z;ZB5+-|O@7(iB2K@-zekPn<%x-|#%%o2Lg)Z=n+PgoyJu8hS9~#!#o#KCd0D<7Y4k^JX7hd&luTwu zf!qx?c%~(oFsV-=kN<=_6bU-@Z_VOJE)Q;5V+925$i7d6Q@FFeaX>>GIS5ifkE&tJ zo~=4rb!jr)-j@+@kbI=qNnhxHTcW2el-IRk+sEegix?4fnRc1>nD6q28(`;!!LE2= z6Oi7-uhdH=F9bA=GcBTPM_utnZY%$Gyr;MFn*ebMEuxkOH+KI<;3Od{FWjj@2Z-W? zuOm^keNnc1CvypUC(x`ytxJ!k`BZ%)Ea?>%cpN!av~#ZC*2gornQ`YnkJ8`jp}Al@ zt0qH^FoSC4^7ZG3mSoN%;-wF>c>N^I2s4V;gEtJ5*21b_#kcAp;opuW`~z~d{R$;@ zBZ@_HZ{2lXjrm5xCjz$=zfVI-QcBW@)EfBeyw$U)DlfFFh4>DKy+BHu*8U5-1nEY- zWAuj6@+I5;3=}dIZTdAFtt>%{cV%8#AcKeA1=8H zfQjqxN3$26lzooVMn=))iqne~WsryQyk?0;2*4kUh*_wJC6c71H&HY(%k~KDU|dSm!y6n< zOg5XAO~V|2GSnYKFCl{f-y$T|g<>isu;%)+iHtw$C{VJ`(1FD)^Tk6t4H3=+XJ&(+ zvSZgyC|=0y=;!w!wK;eH$wddY{p{W=^T=Ukgrg<_D!9iJ7?{+9%FO?`!KnM(o`cI^ z`th0$J#e0CjW$LtbbJ&2yrj`jvlpQwO&P0#7K@iAq5Irza%C6oX)w{rZv8#wiHIJv zczr_A>z-|_r41x20j}Q{%PYFp>X_-iIiEm&mT!ZijZl0E+AqySWReP;N@8!MV*7fl zaxzT#l<7Q4*j)l#rF8A6l+o3k87({dbT+jOb)+Uz>KJ2TA(p6|?J_?_vM@~~ z`{^<%8&7}(WjvL}rN(?2Z{Ji|b#T2t{%7KKrv=nBHuahfn*zMwO_^ z688v&3mpx-ipjPs%v|XjndxSAI2bAR9sCjBZIK9tVr$q^PwEB6!F7O$p~=Q*PPYcO zMA4NK!5JEc;Mxwo6hrg4xML1EBrl}I7Ye1cYX}XY%REWv9Py=ql$PR7w6F26U%30! zq_d7p#WHJ@Pi~iZyq&zcp4V?`oy+$|W4{PuU8>UYPy_sYWK2os5i+_z7#p-?lRd&L za!@K4?m}U~S?mYU;&K%h5_tTDo;@9;{z8a@vH|ODfMoo7n-q7&$%1lgWqWlKs%b;+ zPd79Lj54LZN~jLz5h`trTi7{@OP&xk?i6mBO*f>?;Q1kIk!7Gvq0}TeUP*~!uD~Vj z7;`>D8q{L&Yv0=`)szJj+GI)-6dEE*Py;bzWy#LWfF54t^2i@9K4-@el4n&+^gn5) z-@{$DUD%irxBWvdN$M~*v(!?;}TSR^XL_T3S$<<$bLKVGAm8^OaCIckj~I}Xc`3$K+lHiSKk{y7@NvbK zeRu+8Kx~dKbA`HSdn(qNmB9FDVogkJ1m@XdS2J=sD1VMz6p&iCVoFETdSo6V`Kza_ z%*(o)@JQlUT0}Z(et9=|pjJ+12W2eUwM#-}Xw44|*60+Fr#%C!qIzcO37}C73X3BN z%jjYwx4A%sH?O8>7dh^@XCtYQq3Ud&O|?HlfTGe-6J06FL3XOkl7i99C{Eu=Y0;&q zh7OWF9wx|JaDFpR%<7KU;_UBiM3yV?vUsUU=O{wJEF@E#eJU~KY@A3)D~!s0R22_EG(N0k3{;z*L@O-K^zV1A8~1Z}8l@wZ)*BQjtTBN|6fMkLLoDB+VglDIqfB zle5;YPXyoO~y=iA)Il=UpvysVFbpmZggZ zJ2F5RClx^yZAhPTMAuAd1iV@IP6m?`OC~qV;2de59A%3rK;%ClEauto8#Q zRl|1!r^pzo$e7h_AudUjKqhc6Ekovf?fUKltvDBW)%k<+I)`XYWaph52_15ilrK5h>p^E@{r-Kh&u{k&PtH1I*1Z*Mp)uM`JT9YO6 z);o6@?8A3S3d&R@!8&k?BZJa^{`}vbl2{0sa!G5WSI;qtOsO$Vo)NYpFA0zT3-Jzi zP8;R7MOvk|y^DZypoE7U_cS@Kf4jizf|aw=!L#A7F)`qG(V!X16Ysgi(nh*FJzB_R zOz-e@yFxCtZ_7HVZQlj38}-NoU>NN2@uz0hRc;u?eT0Z2%`wvsQA(_9Y9NZi>V6dO z4%1nhAV=emo=;#Nk~X6AMOZY&i@yVTI>fN z`u-!oS{VS0?-TD^2O_9;=u6?hZ+C9^K^3!aq8JyN=UAcrq!S{05-vQ%G|kwDF8kD% z7)oTMeVm2dr=$Iw?ZH&;Y4Eh>b@Itr>W)REK346fLL!ic!w%hbEKDmwRe&nZ0fj-O z2V5=5kuriicbi{7M+TBCoHej5ujM+(o|=@8a8?4Y*uc31d{b0NJtgWs>mlT8D1|&B zN&r3)D}RW>G}6Ao@CTxHKjxmq5wx0P$CPa~e1@2d5|LU)Byf#1ev^@&C?SWo%56dv zs($y{6C3>5eXV=8aR>bG)4BM5fnX5i6aWgX{AW*|*QGoOIXD{z&+l^_MRFbY*q-*2mX=zPkPFCjTvd zJ9ljQB{Jvcx-VbfRhoQ#-_aXrxT*C|f%PZrSv`YlYV7{9KaE+m=O*~GcJbXuI8oqwA6ev(hgJH%ZJVe(MsOm(@yo>KVuIu( z-pp1ft03$L>$MW76hwriH3+Lr#t0L1dK7Ae|BF|=ivw$kAYS=qMhdu*^ITZ`^uSDx zmva_U9)P1C$;9cnCqk;C(j^gQ<&A#kj8|RrVRH_6QMJ5Ve%{M`KE_oG8)+y@=TgO} z@Qn{Oy35GHRK!gMsW3;6&sYb~s=SKj$K`k~{J`=)w}?v6kKd&jAh>JMm?||l0h5Bh zoiCc#js7gxwiZ36$~(Ik`7XKp0}9;yl}8GW7aV_y0Vw~1>5c=KYl^gGsHIUQ^-th$o0_m)fb=;lG<^2$CwHza=O47(cY;~JT-Er?6`@8sHf7B4009&zxNS` zkSdRzvFn^;DoIeLBxKdz$-pOLk=YN{cg;Gxi8DT9jp`u;=LD|bm7N+j{g@N#^JklE z`Fl*rmwJV^|={)XUK~8)E-q(H##NPqd9&KulB1`{Kp$pY)`WRJlOGv`@5sNSKgLJRDej z8rwWywPGipgTt;l$A7Y(zIuVgMygcH$+{VqX@Y+POtFx`8%uB!#6Ekmt*?Fe&P1vY zLB|ZJ;jakG$tP5OZ#SK4HIZ7f8cf#-tpLB*+Pw1Id;c6Igg$!$`s1loO!RB${V<>< zq>~Mo+|Oyla8cBH;vMFPItJfU)5!uX>>0g>(!YyBCjX+3$-S7C-g$}6F#Dgb#R?rc z_cu-kIvPP&a6?CBvMTChh~TSkAvQy&c_8Y`0IONNdOg0MgT)-fO_2hrm)hQuMYTkc zkey=V;%rnP&(Fgx22YyVccxNObH+RsRD0%U7`bfXuon~e!(Nft2Y6%5=AY5Cb>-|{ zDCFJ64TWk;5k{JtX4E$^YY{LJ5fXdgxEz?N0S`g`9oq8@~fhc*kZlnU0zJvG~z439p#@(pQxTU{tj{Y3`q!>9URm7%d;I0 zdyrKhW!G~LPC82H>Z1g z(;}}sHC^V}L@nmoQh00K&3Y4Q=|?tc@c)jt0U5D%HSVDI|AiBS3OqUvlfmw`KK*Qg zJKV$j(vC!;oXEAkx9MS(|Jnk218E_HVS1loiM)=Q}8P{>1`umk`(aA&5A~ z|IYQTWg=QHB_ZlhI$0Ol$HLr_Cfs^1Pk;3soeU=0RrJq_GHzIgpQRjuc-b{ScN=hy zQ9=X}z?a>juzIwd4;+N(yNwX}U7x5PV{>#GS#V*iiL(dfMBb&RM4aCa#*%f`Sn9&4 zv41A^u(lqnt@d9TPi*h60Xh+n{l`B&yUQG#A?XXi1Lw94;;_IK%1gOBFWv1J(>gOA z!G|Lrr4)19ZBHPp#x+DqQriZ9h+sD!nZthI2!!K-Km;R+oZHKp#Qfa$qqVOMIITDE zIqvM<)`12PFOEhV7z_nM5)x`LZIk*7RjIxg?waJ5`Pg@O`gPoq7`sBRt;bq|SYpBC zEG5@ZxNf>Zjb9q%HEaX?e~ms!zdF?ax#<5LQqYK6KP$?3eM&1n|rWpP|yO65X5W9Yb}J&~g~odlzx~ zirroh_*u|mjEXDtJR?<@nnj$w*D{?bCX2K@W6a`d2^s%o69Gn=Y!%h%Q~(vaSJ7-l zxQT?0)bti;CV(y*)Q~;Bw}cU$&)^o zuU=K3ObO8Hl5*O<&Bl?2Gs5hrksP8(9b1H(q4SQQwcOV9pF}oc7}Wc=W{zqNk&D$zzEG! z(v-5iba$n^S#;c&khDA_YPge*zr`w;))u{IwMqE7E0H zb@zU6s~`2@q%nc!^ZVYJQ+=x<;k&BST#MU7_9{({PfgXopM!;i5&XAEaA!fZ^PJZM zV+S3w8bi&jww4sCSA|)D!%-TI z71;Is`G&${hOFH?>+nDWww>hi5qK$DXy=Qj&&UaCfdyjfXyDPdJnhX8g5&nYR-=3E z**2iRS>0~S4skrRiT~J&!l*7D(DXP0#wxHIyZFMwSm`PmuJWP+$6I@F6^+=9Vu3md z#x6RCYp8iOU7LloA0Z%(p_{K;9;t{gx$FI~7Yiu8kF+h5ioy{pBAM~<*Zv3`y*arn1I_K5lOr{@9zp9w~7sC+A1G8X8jm0(gp8TFg3jJO}wJbk* z7v1ME(wu;epI%dOETY4JX6s?tAH;o1y$SJW?z8erdunkeTT+W7hz_M1Ao$|9M&giZ zu*$F317g$sVAqLu+#=ldL)ov2Oa1YNAIZ0ga4NLFgLyqtSa#PhHiOVs6+Mq3Knh#=ecWJ>)$OA{;-ivoxvs_|De#M?(2eN&bU2~|!u1xyVAkeiFS6VYrM zO!ek~mzyRAWdVt2;?luTT(`|dmR&!$;^Zd(8L^8abqN0r3J%Sk)>O^U(@SAc7VpRx z^*%99Bn8QAcpgIt8vsk12NOP=lo3~=XNR^0e9*+~zn5@DN(dsNBic|39}64jC1(e% z4wvr|oRlW4&45$8ktk*p-ysj|-xyp=u50E^m;@t4mZBja*KaeJQl+9pq)2>#h-SI; zcxD<)v1G#oMsl?nYrEj5C-N1)7uy&tjD z>yOlWaq5fFCy7i0WnANc7McJ4STiKnpopuv(ATLq;csJvL_q?KbHW`OzSUdl&QK!# zriviViRXYXJA$j+T&K@+r?b!FX|~{}C@lvu=LZDcu7xCSB_KB?@ay?a<@r`fqK-d{ zLc8F_(5-<>^=5yXVLY^mab!V!j0CztgBGEtV<%1B0}&E4c_KYhs*GZ%HV7?C%j-$^C2um6Dw=_6F2(5KiTGyuUziFIAXm zid9D1o2Sv#|3t~zi=bbh>q{<}NT=Rka6XNa`+~-rPba$4&Zqhka@v70o&qZ8fQcj0 z*iBzHfxNk2JH2pr!ncLUlBK_qKT zMPg(o+M3`!_LY9dEnhipH4~|pwT-$&?*fkZOc+&RPse*JO9bG!zYc=U{(3t}i}K#o zJga|Wi0T%k&`S_clusR)j=+lFg@q(t@bwMgs}o3f0lN~|6{M0=Ia*`m{l`(rKxLOl z#=x=?nHsl^;J|ZI>?PlP1pjnSh42_h=>7?A_hpfgO?QU~t4MO+L+J-?Z%D&L)>fF# zRn4QgDFUTX+J(A|Td(^ZcH?of3?E^;x6kJ{`aA@(*}e1P-S#uQ?|o$54g_*@E%8-&Sa)=*@aNYM2Su_34? zw~0;=H61lQy`3ri>fP~{D#eq;GKB(0K(_z1WcGn2~#CeBwRlNkN%?L z9OW<>Df4NEM9}CI_a&(O3jiKJ8B3@7r)s4tkeKfKOQZvF{8SYawC(=Xc-O6P5Rb;Nh^|o~hrE@#cb`T*x67H6OHJ2z8#mSBG}b%>6dhZ(P*!&Mf$A)#us^MR}h( zcq$=tf(4B&t8{0dYBmcV>U8kaO&(t`zNRJic!t^zLB{O#gP094F zPZ``ll~=cK^3!W+*A(t66}?L>oH@tYa$^E{IF^{<49_&TmQ;-_7-L5Q{Dt0Gv8Ap* z(L4Z68H>amyE88x3f~b0+%gexRrU*=*3wobYHC7&PD3^kG%b9M&TB_{-Xh$Ma=o2p zpX_72c{Dtza*2qY6UzeTH)h)JJ4Qdq>kON*+{bN^1wv$kXTGtkX2UTQ!3`BFVr@$H zO)05wU8HiKKQG}}dBumWo+mvY9$b}d^L-l^eyk+1FaCMpY!!jigve-{;&}{lk8>@y z5f3hXjkJIJd4R9`EhydMTRXFH`{AJ-?`lfyrmh-l%PtD`){!Yl85*oF>-F9$&Hb7#e?%41UD`E-z<2P{%Ys}nt zv2ClGv1nOds6I=&RjH^z?zsLZ`O@cIeO#Zfa8lIQs)XCwV&4iPAMzXwu4v=)S5!4AIbLh{zQ zdsoF+w^dcdq|QE-S$|-{bdNY?w~zAzmVR`4J4>QPE@9TBRVQ_JvX7Uy?_n|gT7GP* z>sg-gNHwJ1OzD2+WXJxlPb-wJt+G1iRuo)V)!pY;lQ49vK;!Kk*MhHK3|mWD20!<4 zjW;Ix)FiCRJKt=4ZEgD6Pkn8#Za#kM@wR!`b9rpZu0M>LA6}2Pd+2KWS+OYY;TMfr zM{ZtAaSl~2?e-c-VeE#y9^<`)Ej{=65@x}+diUH%dh2c^C>cDB+@B2UUWfxcHVG5&M)oFQ}P?M6A zbjY_AP3STf(RvGakqBs`I~4x@+K6#m1R2xIW~fD;rp0v+MQM>pCqDf*BfU=)EC`nl z)C~lf?u<))UFh*M$gpg~HaNy=%r_w#*%FMm4;^Rv{BNc_JNo)-QzD8M1PzwC2M>38 zsry-c>(7jB@4Bqmt7sbRF1Ix7`mE#czpawb^i`6se{J+Ev|s;On|=DnQiGFr57sPB z$-S2JL*`&w_E(31tM|kjcBkqd;CxqDBtE0r-p+bsTB4ERqCCEC-YQQ6yQNcpv+fG9 z?#fH^w#ZA-`y(arrL#{~UW4SF2D_XFo36Ca>(f5#!LOQX*pF+5Dr?@uujTh=b>}tM z99(+$>(aa5O}~JC8T8iKXSClrL!S=gh_*Z7)*EC0Fch<$c`(GMZJDjW_Kg2ivz_}2 z)xO+OWbKf3Fw0QjRuu9k;KKc@eE? z;#_9xE*Ne})OBxvFstc&$*m-_SNv-)8)xk>A1jD9dwlJKr`deoO3JBuD_F-;-m6DR8|8R> zks>=XGgwDk;5kE8GApENeOIfh<=*TG@N4Isk8ukX?mESsKh0O~@?lmD-d;$2%pu1d znU%!6AvNMt5*LhJv02ST=f%fB*CO9&@3*QFZK`G0?!qtU5SOAIzpvm!FFU2G=82&E zr03qu(^mJdSI2pFP3OkDJcx7IE(Nuh-1t+;Fr`MrCD+5bjCbDcG6-=Ub1UK*?Dj`q z;NdoF0mI^$yR7L0D@nE`{^F>ytmifj9ed%L|m{j$FkJ8W=%>-Y%%xEV%nfcG9Sp<1QZ6zvA6ul*4S$2Myv$qGLfu*P{e zNNu{eEMDDkBjy9E@WH(>wRgT}?O&Qn&zP{tev<^K8PijfYae#q=l8tuhZ@mHHz;z! ziKE6^3Z5x2*y9@a9LT@kbH7wZb;jnWw?YN1tx0G4Un_VrpB@R>*g6Fgh%a8v_8J}n z7JG&&+&81@6wo;21rkpVy5g!%wI8Fd-p2|czDiXL6pER-=dCn(8poq-JrCa7u{Ejs zF3%vVS$Y|K(m#KOyknUUJe0s-Am+!rJbK;3(0D7q;#`21eM_DKb(Q<0)fD4_OWv&Y z508!=rvVK|?;ph4NL@H6CZ(ERTA1@?J=g%h=lN^9@j4&2PM#nZxjeO%!JgH2W$u6c zyd+s_DFBIezVy{80~&5yZ{f3xefB$SdnZT0`bGV;ZF!yyvzAP3?mV#91|1Hzj2swu zeBKS&oZ1y2h^tPGnf6kCoqB!-@K=n;nzn=q_5RH<7ISTfJAA(mf9)EwN`#o!GqQ4 zJymC%cl)VYCXE}GNN0(qcFm8?z4s$?_uhi*v!`C&pdq{L*SBY1KRR)z=}*&BRu6{^ z8QG)NZpAsASg5&t-iaS}#b+41?%G}#nR`;XD&P6xf?pS;3T)#q$<$nZ6!eSNZRM(3 z%}WXr&Q(5P+gq-5jrTly=XTaDI5X(wg6C5%S3G}iyi9vV**?K$jYS4EIbAO=RD0VR zMpmt4-&*%m?Ehozt>dEXw)bHW0Z~vvB!*HNNogq`kdW>ix?>0tP(TC(1O!C71Ox=6 zd+1W>?k)l8F6npQqtE%C`hCv(*XTVrd#}CLwXU^x%w8j9++&aY=ds+S-KAA&wU_Tj z;N+w2`Z5vpxoZff90Z@<3P;Vi;2 z^V+?vJbX9Z2WW6>wKUk!DEvz^3DB@^mrX^yYGk5z+124a-Y&zAJm~8euHvWBZC%pQ zc=de?jxQ=RS@;&ROFYZ6`f=k$my4+en2DGQU4g!f;vd;LG%q>yNzs=d;A-oug;>*a z-+^g~-0KjxtxdDP!WSCe)}3RQ%<0I;(v&U&*aFxx;rd%o>F0 zj1o*T%I(>nL$04>&$I|YZg;xtW_t_Er`B*TItV2(FkQBCmrnMh|ClPc{<{2M3F(6r z+$oUpK(p#^(5%|s2bxvmoc#)#xi~p*bU0|~vCAlr$iB!?IxlmrU@3MauR6N?*!iK^#uNh_&g6Y#3Eii-{0RZ*D2i7tBTC+?|#DwhxpY_D_C#yy~0$dm4PXJ_+ zJmEPD4=PVu4f}?^Wq(LOj}+c!_1wFT_sH>x+|IHGlCyd`^VC>3^?nsH@8pg0+o;q?y>6Z^lKV`=jaaYpo}keMa^gVqCC% zM(}_YwpDmGvYX%CLjLe+B+?%WKv#U>uT}8d7+s&pt+>7C(T)UGqBcqZ|oeiD(@u4GEd9b3H8zs+^9Tq@K%}2-@9c?xAvaV=uz(H29VQ&ml z%H&LGec$NK%8ixvmE6+oFflp(Xj4{J+~q}{)=iDDwqe<&X_uJIca=%SOvN?+=!7H$R8fTjuW^Tpt*^reKpzxF(mI^qcV$sM2^94U^F^X4d z24(N#G#vQdOw5f?olz`x*i>-Ht*p^`=4!R{*o)3-i2oa>WU!WMF3R=zf0pJveI1mP zig@+tc2RMbB+qW#D|6C28r(>CrzAvKug)RsDbdv+Lz!EO{Qi!_x)2fjnoHozw3!}t zPYSAr_|1H^*QX~Nr}iiPC`T_iYJX1DZdGs1a&F2Qw=PJgs(U)JQFcaF@N%q1;X4=LYoqL6xV#+2AzQgFh>ff8p7&o_X9zNo;KUYIA)DJKIW= zN8?rDT?0WM)|%gg6nWDmwZYO9H&0gg<7}8q#7zPfA$T39dFFE@c@CF(xmOTTYjE2B zwK>AHzhvFV7Hn_IAFu9)>9z1;gEmZFnutSx@~sAM=9Ww$vf({)U7QEGGGY4jgfp{( z&j^nzA#B6<;GK0a{zjqI#_U4t2SC+o^Yj55A3`!CT&dy^&LzV-HhE=sGbF>NLAL!J z2~op~OnO@Lcx=phQM_SM8cZ_yw^`?sbX=}3+{d$J4Y7)i<_-pJV5JUqYaYltDh8zB~(a?J;3SkTNmS(|X-#Sa@UXsD-}+dPFmDdY_X+ z3%M7DX@%mRFnvtijvC}}+mDol^#8hl*&q$A%mi)xpQ+V<|e zYz_b|H0b;^dr+LRLH7DHH)uj8qW_g?F?vQ3Ce4u6nY@}Qr}mGmd79Ja8$((r@}aN< zIpj|H^huq3I%Cs|l5pX@f|!G1e}8fDp@5z$X-D;Ud46bEVAj5At|QxESjaSG1v&x2 z=npZzYVtC{Yk?(+_jMQ+^5{bn60+CoAj--@aS!*%qjhf7`^^}CF3OV>7=z6dg^@!+ zSrQo|{#k@d+holQeR$WLh~vhx8P(VW6IlyPUSst%7|yWR7L5%eM4mS=qHV#PMb9Pf zkPR!-8iDjk%=d^3WkH6u5y55a(`T$r(di>t&!PXQL{ii1XbGv?a?R45wu;4BtC`r` zuawC*?YoO`DuXF3FHPhjGAOyc6o!X~iQR37`2Bn3^=EpSfymZ~$VInmNn5-_xY#hS zO#;q{6qXOgTP*b@=N=FVK_v6%auqtqr(GGS7S#$j5fQ@dep zb&O5p1u*IFYmeC|hXM|NWPFqz?t)F6n0u7e#rRfCNC=+f+((Uk}M{X7DxID!pU}6me1UwxMN~(UZvKV5^)Bc2aHrO zF_mAtx4*+}?6nF{c)+PEy+aP2wpj0Qound`a>y(CWNi^Y+G6ydl!eX)JjS&X@93Qi zV?P(Q5yS&*5d}&ZuF;J(ty?hzwGiN6V^KCOW;Cu;4>90Zd1sL)M4Xxju|Nl9TptJM zP4E3}+cx5YhPP!%WM?)?fc@15nFcg6J^jVPLFmb|-3Qe=^E|vH>+WYP$B-?)TRt2g zU!x(@XJce&(70pLn-bi1cRh!2oPDC|MA^!<=T?2SWJnnDJ-$`9j**5+$Rib==75LB z-}AS)TcXw*;&T&tkQ-4=!+Cf1lA5FGayd0fhgvb-2LXM#>U^hJGY{FQ6zj-qnpu1E zQ;upZKDVgNF~EA^c35k;S>9j=3~nMT4g`U8(VUwsQXIPOZwIe03>3@WS!=Cod$H1X z*YM~fnB9PCd7M5$y_5Ca;`J=ApIQSo3HxAoPHsAE_0LPXmJ9 z#w1@aTL+c^|F={x%ZBN{jj6CqQ3r#T*a~tt(EZXkY#4Uj;LcZ-h!DeYuW3zS<1PKu z?$9qzic^{~ZMcmMRi(lhp4hE!#M-44BvY&MfeF}s7Nd#4fveYk|YAaKQ`>WAZ zp0F9@WLvU*wOrFEFY`iWGrFbOC#@pI^4^~wuw^$F+rRH07AbB%jI1M;0W@mL-Kful zBz62``xZGo?4qH;2e2Wz_d0NKf;t;ul}g!J1!O%>EzO;S%A2v)OkaFvMHZKWq?1!y zFwh7FU`U%Q>Mns@-QPepPRkDw@Eeo zY1hn|^8i6pW~xjcM=>-Sw&^(@1%Ed^#*hnb!EzlM}=f=ldkIn(#vs@1vc4WGe8xdk7n{eQZ$VX2Y-bhxPA7e+6 zl=K2&7glFB$UDEieo@MmHzha-Law{?=pmjxEMvwaYkgAw-UmD^T5c>N#Jz zXo3am87IV?W(Y&y0vD&Y2!=azdleY)Q%eoII8l=z=5ZY{@G>noP6%QnI-<19-etEp z*eVgB&sUHzvaz(zChQ9o*g8;5r(H#8)0SGZIDC4gZmvI)3D*))oJ_RK`_cL;ci1&V zZU5*3QCqam&@~CMFvO1)@;+ZV7de2&3Rm-5!j{}e;nvuDF*bu+ zCnVhTE+8HZRm2~>o2QVX7$28%L0H{E2tUN~FtwFGgxw$0LxEDc3h$SzY z{ZN>1+X~M|m1h&~I-<_h{W(#?+9okKkM0Eu1wd$fpzz$HJ14D_6CBg6)SoAG^<}WC z)4rg<{XQS@iah?f)wEa$Sm`OXh7^ zS6NC76A=-!Jm~XXPmjW;s<++V={Pi)JWlzMPlT zB~%Mxx80C(&b0&01pmByuV=26I~8-ZkVqGLC7|z0T9mqpPl(M7i>dS8pcmunHRp;x25|XhbxX6K3Nd^nG|A(5J#p-tUQ6l6KAi!t~L(Kji`Mw zUn%kIDSt#juJ$lXq0xq1SNR#=T=l~#qkGl6XWiFGSkNJ>K2xKW2u}?4mY|#9L}^Sp z1e^J+HTcx^P^e1VWWrwi2y}-dFIM6NuQ~wiPpbvkM&LssBa4ozhv~5dd&fJ_ueFe+ zHGWyZs+l_))z~iJNq&il-rOnJgjDpmiC3)E+UZ6>GnMMT$aS}|vE|*cS~cS);Ey23 zlPw^E7lJgzt{0BVFn;YSbp(g9R9LNDeOydB2{i0s%IBaqkNy4QSm~iul+!zq%vkT7 zrEYvmqlDYn=Eev&GI|4Eva5<8VNC^H5(Ok41BW&a3pQ*7R7W*77iCS0Fa7;hUXgQ2 z=z2>BOF5BeP(70hQ0UaUyAvxi`n7C*TpWv&B|^5oX}EvOmOA}cw7hH<0FIvWCLW}y zu%#$!arkao8Aw4qae@-qS(tI{Iy*l#3ZDnhy+cm|S^q4foIyThs zi{{y9hl$s)-@B*93W%MzP}q^q=ZmCBL=TGz3@*Y|^HKY^ak?f~p#+gNQpR$6X`eq# z`a1Bk(ovRUo=Up?MQzziwcVoi5# zH)tX#(zFp14o95<4`2I9q;r{?9=BJaHc79oI*$@~POS@aUYfo@3So#iaIfjOzP|1etDXEr>@ zKx-d|dGW=0z8cHcvrF2QRe_*BwjHj6dHZ*~xvK|X1EMOFLc|l+XUd&Zjyw!A<8E;S zL(`%KiC8r2ysQbsi8^gkuWAVHkCoeZc(hNXPuZe=K(OLnbJR7Dpjw(y~ z;9Sz|!ePR^)Z30V;Q&$&HIoqy1?xoy4x;qlm|r3Hax*Wyda^tF- zbl7`R7g{2Up0b21Acz*gXqv0@Q)|;TI_by^6~e^1Gh)nRC%l;2v6gX=1F81H)R}x{@|(&UKA< z&W)ur9?>xFK|%w~p3-1~Y6Z^Kze^HI_{3Z=HXEoT&(01$(cE9Dz|8( z256%kQi-e1>g^p`R}485_^jHzWSC0ikBf{Yrv|aRW4|1)vE}GkH5#rZh9Uxg=Y~UH zem+)v{vX>+d)t@)bIV+ev{7P`gF}AGp(+(@tmq}48y}hwUC%ZB4e_Ip#`~j?qnSa1wAqtWY)mv?_ zno4LorOT*eeE^p93SjyJ({sH7#%JD*v%VS6A=N@QRU7EE)~TQ?A-?L<=y`G$KeYH* zv!u!&^Cp3t*6i(|CgTB+H*dRD2sY5m68 zgPEpsX!nRBGJ`&ot$=yrXh2U*j@Oj)(N31$@21i~tC>G*=eMTf2OhRRTQKrO_Bn>A zn#o(hd0rboNkBxYzIUXhRkc>t*r3JmAqzEap+(7%Ms77jz41iwHqX~q1@R~vOs(5} z@25Yb*%USPL?Dd4vQ%(;hl&;5-N(M>kQaUD2Xd2_w#DBZzv@oYiQ%H5&s@-kW4p*x zksvF`QM4~}CETk`{dX6q?#5ZKlOd-DFSy$hFA0hxrSf!<=2*`{zZ}XynN}>R{3VdcN4f$iMICQ@$RkTUU4c`-Fx1 zkR)`%V)%9#<-1=oUcOCW^^T{gBe8i1=?zv047W4Bdd_G~e9;@vw;opy2?kqEjUC^H zV_foGLT>pHz0myTmVE7@R9sqv;SCV$(_kItSySHSAS*Zb`gk3S4^4m3&-O$;q(sK# zv!01>OBguCjzI z!+ZpG7W@UqNk6jGWSn3A#U+$V8b8UTf~l4L;Xwlt@$t9YeN6dq3=Ko9pislgp?84L zzL*OuUR%98!QN$f0m76T%^iMK$Be5kv6%TbI#Fo@I%b+jD&2Ns?2EXCU>R$|&Lt}m zZrgVQ7wd5sy|$oF0;YYpj@b|bvnJz781Xn2;!FAE*MXZ@7VcP?9b$s9xnRjeSc|56 zH2zt!g*KonFzTUE<7L93idVWKkRxea5FXu2$*eE{`vWX4^6M(M-VQ})Hs<-&&*1cS z8#-`q$MagbLvOBrk%VE&rj3)bBxsxD{ldz%7FP=jZotBNd{cjl3yYn=t=aGv@Vuf8 z^B9@cGF!*SwJ~Z-aOk2&yRfW1eD22;d&-)Ol9QNtQ7$1QDI`g0CG1Wj*s;mzu!u@f z8jz7SwB7iHj*HyVUt@W&*s5zM+6p%grR!VB0q@d|21bf~)OQTF80LPV-C-TGHs&rQ z!-MTZVXkGQ7BT#)qH4tRh`{aq2wL1Up6Ft8X4IUZHs}%IiwnI0uwdgeQpz+1r9hx- zgd9(fV5WOq@1rSbrwR4CLb<`n;VoSKF6~^f5X?uWzo=7|p||QChKA*%iEBUXlo8Jx zDo@cn9pXEW?yk|nHrfxS0o<%%%Xdw_``QQa>&m}sNgQqdmU~Z^9~<3=wboo1A}m`u zwS(_&dG_)}$-@V4ghrF3NBfu{mBKW-R`m&I6qhA-Ao^=UCg`o+w6smQ4o<4rvDRdC z^&36dxIDk9MMGwQqP_myW;QHvh~*NmrplcH8)s^b|2u#nqIxXd1*eQ63Xo*xBedb} z*{V67#DarlzG8CbN24sau;BWUC4E8m?$~)QO79)lnb*NDN>#>PS!Zq=C21;{yvd6$ zq#qk(Y&o+cM%N!pW$K2LQM}T@j4}yLHwnJ;JkPF=)kQyK%74^->`I(NnUCXVx&(@O z)AOA!OkaJ`T=x}VhEJMu0)a2#n_ zwWI4J2(MUPGnQVx_HBQbqzBj5hsFjuN85H{*2wXs{MDrPwMd%DIDz#;mT9CWV6CR_ z#?<3y32(K=_+G3(R$NICg#0JS_Ez;|UdTAL#)It{KDAOV5MeTL;EAl^vomi;oQjb) z@B8lOi#x#IR>h)UEG4*CC$N<}`B}Xb)H<4@KAUO#N$%&=1L?mNhLr6`!Eb30`j z;{Qz~D5= zuTxvo9IlF=H2K7N)}AIax4DnJ@D9`jFZyh2wS@~{KC0MW&Nb$i9$dNGw->V1){3;p zEFF|Eh}yc)0m7p?T@31;tGB*5yxhdhjBw9;mo07Rq!XO`hKMF8%&d1mZAs7lWLllw zd~EjRZJ+p`PZ)+pn2QviWi8*WP1QtXdP?a}jrijcoSYOwn`S{xcJ19l^G zGL^dk71{WYICYj~o;%kZV#~4x>Y=t()Y9TJ(sR}ASknP*3oCqzXuP?B5M<#n+!lyY zBPJcy;v07MI^_)!((#OZFbho!q_;{ny07{qMrLJD7{LWc-E9}XS61=8F`(U-+@^$B zqA0;}PznA8{r8TEy^NJb;SedVf@N&Mir0?Wot$T)UX8OSb8i(tXB_bI`7|;;uXw=y z4U2+RScZoJ%xRpvsczoRTL_PQUtUxs5=X9^wks+&5b0c1*Jw}cHDynv3l_A<@3@cm zUpG>SCggMECkZI7y7TV)Fq-h}c!?+=FS(D=Y$JZwouuQ9WvTJB-*#8)auMt)?9A?g ze}gFLP7bS~H`u`Wl{Lq+A$_E3b-4xLWK+?0-LP;)sBuNNg?(rz`=PkFa4jG(D5cUK zD&hQlt0OahNciOeX9{+~A&3bmry1-T9Pd^;vU#K`|8xEgw0&#_lBo;S28z7A^KSYp zCIz3yH~!W-R6@F`m%p@ppDkx|@H?ZCtiwun!Ezi&P^<(nNHcl)8l6eAis{}N!$$8m zT-vtAd+{dgsGW&V25)h?uHcvEpWg?>H>WQ22B zVs(8Y<@Pb}1>4G8FKG*=j%Ge;g-<+yzsMC-@X#Y$LKDGSuOVs>lZvsRNKtUU z=sEN<9C01f8Dfbgt*DT!am0-x8(Uy&*#b4v&4MeouKGs4zhN6Y{mcaz+ zmm|EHnms^P8!Mw!nm&R~FROvf z@UY_0uXpqVDbK#ZW@OEfXg+?tLt05!9}K-T@6@hZ5#`B#=$x@l8`33Ot;p&OCjL-^ z85I8ecEny&EoC$`WaA>7V`vyYe)rr(%WH&muk+seJ13_p$Ul7VeYQ%{4VHMpGPd9? zoAY)$nb=>grZ4Vn;I2=qn;hNbWsbv!8m%z7_ncn~OsP!4gvR4Zumx&{H_AhIX^te3 zj;4XupO8FYGw-`W1i!Y-Ju*YXZyodUDp6_@^zc_sC15W6!?!gHhW_%&YnF_ZbS*VH zl90TjHmumt$>QYdJKX9fviHv78+mxO`68T4wwYBP?G4Fyf3w9AVz8RGFtkAwA9p;z z2Zdq8jmT86f!fsOPlyNdgt{!%mU1d0;s!%@s_f?R8_2^|r$Q@zp4W_G1ZY0zjx|i9 zG+MiH_OzV%Bp=P`22${`d4H7Fr)$6>!b0#N^_vR}krdgj`ZQiriTvl$gNmDi|MM)Y z-rLQ&<8CAHvzR&PXEEpJ|CBcWKGFX>aaP|3C;G?#pC|hNY1iA906Ni+w{fiWy=Pdc z0ZLq5RNvUxGJFC&p*VM{m7CZ&i|3!$J^R>u#Obr!=yz+}C*PEK*sf>6&RXF;Y_?&< zh%hj3kLUMU1NjaCb~L@NiGav))`ctyoB6Gn(>uYhcU7Gw+lfL@@3ImMbi^Eb*cDWC(ok9le`(h4q~Q+$xqLi1@f z*Kof*&wA|A%i8SY7zxd-q#of35?b24DvCoZ$3>E&k&PTq9!_o+d6`)*4hm?mkt~uR z`=d)26+#`yUBX9#_ntiIt-*V2UDdSv^+!r9>Kv)JAkhg`F- zKOHM|*~*DtWHAV@PIP>LvwGHte$Hw$b-cb?)s1x$!Xg!Yzk@SAezGb`@=3*Yr#i<- z8uEm1;%a+dj=Tc;(k@@i{IZw=zw^_MJY0eY>qUWGPy2@)r&SN4(#S`g(iGs7FCJJ6 zX*uo(IY!R&ei?he-q@&NzY`(YyA5=FYrVQ@v*Tc*5g#Oas?r&qk@p5WA{-!q8I28+pw|p+WMj?LY zd`JZY<+E&QJ3GtfHt)c(yGE)D572$|Oa$~>>^rS9^>7Cd>aKA0-bD6gKl}cd^HP6e z2dsXtk;Mjk>59Wj;6n40RAD8>*?}#ETV?g{Uo4Fmg;t`kTRZWHI0oeIlF_={Il&4< zM~O3PUMxFhmCO2d=y`KoXA3wa1JK(x%R|9j`{Dg(nnGE@y=wwU* zZ;%G8Ex#lTZ?ieq6s;dtZSO^uiz*J zkSCc+ysx|K?IQkma)XV4!qfn+yye?Vv#rh72`)%U^h@Tn)u+<5O7Lsvvuxa9U)1i4 zSElJ!Z1k$pK6ISipLvXRb3JD7Vw9|E?UzYX&h(=8PG@eJ`MQ8%A-U$(k7(;otUfI! zipkp~w;i(GRi4if=5A2!=+n}4lm*hq-)vJ6u1G7av}>1Mr>}M&8QjQvkC*32Mv^1O zZJztcxH-NkwGZ3-plUeQ`)D%vgc;TsAgRc_fkY^sT}JwsUThK!9t(VaCRXso%^S)n zSda=t*Vb0w>s~q5d;Q}4a(?eMcD~QrJ$#== zR`{e!NXIN^1@7S+Lk=xt=X2Y_gW3L+yib-a$`0_uzpTsG45gn+Vd?#Rh}}q$#U^kA zep7p7ebBF5-R|d@u62&um_&ZbC3>|eHLR~yZ8*;|m#{@IlyBd;PJ2y4%zjwlkK(^a zTn}+BX=|A2$=5?2@P9!x-T$y7#ZsIG46J#&ce>XZ%g4E|7VMo(3kW}59$vZs8%gxY z7JvDJxY_BiGqEw(5`S>&un#=1t1vcsob0-+gCTVD_h(3Vib|c<$d_6U@o) zJ!xB>^(~CJVUsnmIU6lA9DDT@bFYz@J*L1{NY6wQ@`s`f@Q@8ygQ0`P+}6=Jkcyx5 zrEI2PODcW{)T;Xvj!}g+=V6H)Yb?4vQS^jM)E8;fy4oFtV{9&vB!Bic z*2ccFnlJ3knwxq9PUrDS9kY-weRB28={3x6>LV@``K{x~zDU2nmEM<~O)F{n6qO^QFztmZA{r;V#N z*E3u!+1M>5@3Mi%`gh+uRMou;uj!z(!D)G%GM@9HEsLcLHq+`-6Vp#N_M3E#i$dL= z6cp7_;9|YFd*R7|$mb%dF$1{Q?g40!9JG#cZ!pYi{xR)R#&u6-_Aoh5>u)?TUU9=8nK4`5r@89!%Apbev*4$8FDA?DZo8@HK6ZTlL2HI;``^?y6xL+z z-c^e8mbVlwv%0NFR-waZID_Pi)eF9^*yv%!h`Op#hP+djF3@uuELYhySl`^bT+53* z#i@+a)wQ_l&?*>59^W2@Z+= z$`{GAQ|a$DS;qPr@kw&=qt$V1z^|$UB)L=Z<=Zo_pWNmc{kC*5m0K1!L>_sS7Tv+v zA<cCyKD3>s7Iaepe3Cjl`YBu1?sINYaG0FoZ%G*E`SR=~VlI2v8oPqRRdU|+<|>AGgkvBtnvTTA zI}z#Phx>2!tNIQ}2?c%Fl9OO}`(le^YAL^QbK^B?yuye{>5jP+Qe0kqZ1Ov>X|0=x z+#b|Q2GUS1)lWhMfV+uTlWx*atQRZ^hlE^}-8*OkDuQ#(f5i4WXqQPu>1c3QsXRmf zxM<)?!ZS9X<69a#z%xDI_C3r)b}^#Hw}Gdo?aNlP`Cwz%p6H!UH(E!iTMUIvEjjyZ zA3j{_d^B-8u;E|?BMWUs{!n1XkWXP5&xQRD^d@?MYg81yy$b|zzhS@feXikPi}~#Q zk4emHkjKzQfTJkyHj<+<}+#NPAv>`3VYhCVoZS1A9%Na@-uC@PV{y6 zD+wE>%#*zltlTso4zKZhsohMht++7MQ?ghzPeOb?R2`~aiHVdqi(u(HHu%u2R@UW+ zCK&YW9IwV3+nof?P1H31&AIN!mV{WrFTvk@8`LE7v%ZlV$pum~C>+?eNv{||R(yhi zqx;JC+4Dl1TUa>-IKw0L7wsD`w1JeKm`0}$iF%%eS(_)-KwMN*Kz#@;V|h;yKmVTzxwM(}VoTVvaRYkJ3uK%lE|m4Ix;&gC}&0o4n&sm{o=YqK^4#%Cg(l|kF7FirmeB_TYJrlcHs{MaY+K!1(6b;+_Ze4L%}%~yZO30jMWrpg|jOVhBm2q+0KI--LD5)@QgKDWS> zxl-!l?qTjzZ7y2JygscWiSKyn$=Y!i4x)w0)SL9DBL2#z!Vj6aT#=K>48*w~)-o0bZZf*T4yx&I+j2*HVSn;&9*n zabxayZ1>YTan+@2vrq!J^7V)RM-?M>>q3MOzC-csS3a3|_Mq+Gy?EU*?Toc1zW98k zQJfpiuyClhY>1V-jHzvM4j`#({C!H!WN($Jf>qKf6mt6(q!{*zlRGz*{ina|>dt0^n|*9mXyXuBq_4^|I-BTw+F1U&p~RmNcw0{90Le(4!#3g zqRY)sUSyXhZe2#Mxhv1Uv}aEz#ykx0(4x2bNv~~kRR^hD4*hg#b>{mLVqMFkp`+MzG3MD@ zqN;J}dN#*}QGJ6k+BXT>S^R~KsUo#+Cg{xjhkPyt14#R48JeeezqHjZ8dZ&m*8Z{q zT2nUQa*I{savP*M6m47llEpJEH)aoH*hID}cs!)=7)zbk8yt6xf~P-Qwe z5===q7)*HtsrZqdbqEz-zeA}FYxxGnk$am$M-{u6BEwJKs)oFlU0Jf1AGiIKcrIWH zH4cL#k(8PHscW?&l~XURJfH8*oD=3HM{GYQ$S}9jDULKbKFAxf_D>!|cpQJpdpvdY zghlJIU_@_E_phO=k4tG_Ofngk1EIp&{>5){dyfo^xenw#xEyS_dY!kc174>V3A$EE z&=~X0e{NyRrmG)5J~KW#uHV%9Ri=--V}MtYP4nRQ6>4#FP zGZaBfI8#L=CW7rEUm`;i+6!hk5YNY>atvaB{WLgTO14D0-7{7TPomj9N@I(lY?bl% zvlMo+qqCbQ9OXRQVhav7)U(UOQHfvl9ds0XV^A4KKNoX4ND%Hz%hw*F=TG-#SX^~x z@9Mm762nXH4aUT~nV_Fm#d81oM;$WuZ&kB=*{<1WmkDU`E|U0y{xft*aN*;P}kwm^$b7QKG^`{bsb| zL5k&t3HQNJk&o}{=zV0`y3gvUk?JuI=`VK*o70ggm3$Eb`TEqbRFw`wo=HsZy@`i= z32|OL2FKGx(l?a3ap<#d=0yw=Jb&=KzEbJ6>-7bWskM8A?u>;INp>iWee>PaA~zz- zV(Q{<3`xZIN|29lNnO$8RvAp&8VFrv%EF*Qm2PU&J{ zTA`{%$WT7l@)!k10E^@?kuc<<(k$QX}zL}efDDCF0{Nn3EH+DB!s%p$Yucn5Fu zXcjv*h4&vi2KaYQ;0Q;*U146HR}` zCJ|li9OFr%U|SAP+DLb*#thm(J1x92ttEl(vo_XUo=x)jPKc#SV1_?t&QF_ro;g}m zxmv?+s(TG?6R^oex}(@TdIMk%W;qr0+^@`Rq>4s9VUp%fyDx#trAt_J^`gSC7k|5@ z`XN5h#llm2F)4Jw^rgrKnZKoBN`+izzA+SfWc@(<-visrDtLAiJBa@$smjz19_;vf`p-O_ za%pe9lWbBcYG9p$GZGM_l(Mjvi|En*ib{yE$(3-n{Exm}4K}Of`%1OnVN2>%* zdPiczc%@$yi*GomGhu?c=P zk=B1$P@S&xs<+9Kma_05dGmz0OCvNY_?=~L^5!8?*WzshZ8*(AfTT`zTKsu?SKDqe z7`)7lh4=f-;h_sp=sQFvT!ZBp#g5N0nvx`*aiF`nD{|Y0WYo311RE?QTj)d+=!c?t zs$7Ek%~ix4FRRObDRHMt)5TK~<;E9ytKeu9iKhYcW=Bw`JcYW6PG5{Ruyoa?kHl#! zu2*9`)(WuI3JA|TxVWVlcwK_A-ZS{9;X~;|LWV@c!n`+@7Z2l4C~ZZa0ysTkL1L`? zz%rXRuX(xO@SNc+J72TQBBBa}AT{vqjrtys62BVDU0H5xUszvya25-)R6trdH7q*a z%s^Y8C`4{_8y5EAvsjzdt~5fp6+Q2~E-Uv%%C$vB&;vKEEpF4)V~$Y`QSM6;d5=(D zD*AoPJ$%#vLsU($-*+KuB95zOqX&PO^aapIS-NQz#%Gc77`Xa9X$r@dNRxCDg6Ak0 zW=V1PJLdGOS!3RBydNE7CKmT0mnr5t9Tn5P4Z`00kD?CP2vbTQ0~i&HaMI#DPQk#M zco6V2G!;T{nlBKg*;uea^n2J$)DyYGwX0(~w|EcJKs-^-+^ zv?d74j#~R2B<<2VA$zmTGPS`>nUMXic%ugU=X*@oSaA*#;5Wf$%ktkG(#<@RiBR$)7r3e%_>QtBtPTVx71It2uE;el#CHe^st+4R!fY zTkuL+RON&CJ^ZIv0~gb!^hmHI`P;32NU+LRG5Z^ZfA~0RsUYVVBGVF{%0hcX`vV)& znVqP}i7wh8$=rS@t-o8n)wKMnZ(3hC$XCK_PLI5n+?meZ(ZD7Z>1pBkgq94J{gT>% zGnT!x#SW;?D@_NZ(@A$qRF^r{;+VA=oBP+udH$ zu%wZ=+^F^>l^~;oC0K>jbLPpNwr^|%nhHntefbg`sM-A9)J9WaOv?MS=Zb;#J!aP= z)`H@uD&ZF6yicyc9f}`1WhJDJ97GNpOY~5#k zzuE2yEr#dJqw4NiyT-()3`E2g6x-3foIMhIGm@&`5?RxzU01 z0OotROhRZU#hRsW$?5~9!B3g{T}G_U4C;yz%rIwVJvHJxCv^{sotRDRJ7?z%8Qgcbm$)t%Pnzt>&L}m>x<<8av84`h^@1c)hW*tz zuvh)Z)SLW1jkVtORMMpo!;A=^WQ1+pAelU5OZ{n<=Lt}#CgC6^DBqN&Dh*ac|5_yu zq0W0+e&3%N{G4`okUrrd-_I)1krbMd#_pNy@}4l9P6e9YYJ3ONWu(4+Pl~C0abneZ zSl640+u^t3CdYQ8Wl$3KcL91I>A3Oa$9+W(exuRmK{+&^sbJ7wBm;+56c9w{UCj2p z)~2g~*|yTxdBFU#Du9W@2fbRDt;m1{m4o_-_f3K-p8kDjdZhHz< zhTBMh@V-pqgnQ0zQddlKtB+CqdYIT?Xl^bgf~I3s2E=DKEMcF1+oSmJP0@A|X@pD? z#WdQitFCWt==)+%O)Z=V@+}F|zTb(uA{Tv0_6j3i$+v$PNNuy`ec#H2k#f2`@#<-h z24sA|-P0n^KlDym-28{}58i`$_OqLv6GJu>fVqKX57V(7y3#gv)(rO9p;@{U?sdM= z^?uH$NJmPo?ub3{fqu8`*fntg#M8YfK^6Lbo2#^*Z3f(_Me$`EIwZv=ekUgqkNo5| zTiUGYJPofv~0M3pDUT0ukDn7p>`uGA;JD6 zVc};0WeYbUYMIxzB7P*n#x@dORU2t5k;axC)E@D5`IoB9{TJ@>g3`_ushOWL6$ET?EJG8x!v`1FQ?8|RrM#5uKF1l+(MIAE$lm}7jXZ-CPVLG92{_;p z?4gt}t+jRyYh-}Ay1PFx3)!{l=2;Lix9=d_>Lu(iSikIR@+Kaisq31wz?3ut*;55x zUettm{_2zRUnIieK~qH-oD>z;?~xxU$AP;OnC`0JDTSY?hWE>n37{PmR+oOK20wz1 zS9n2<7wnoUlX}pY@7%8VOnBYzjxoM$x$!fMChe%hdu?N8Hnbn}eN|@?0A$@%+cY>i zVmhWYCZ=`wz{)U{b51{U)5ZWSI4cOu4I;Z>TLOxPRvgfgxG%t8+VMBvPHyI8!k_3JU6f^v@ z>TzX{h|MD&T>@}ldxT!;3mDrCs9eWncA>o*xHDMrmgc}RlRP~$xYDjXybj#=)YBK6 z_V7-8%X77+=iC|G&<&-vQK*_<{pEAuwgjP-iG6ULMt}KQABfqD$_g$k0O z&G@04@=l^rl4^&cUH#+_T@$-ikmCAQ zG7P%nX=TCz+>^92aX;+}R50o$>A8E{ICK%Xb(*nJG5CtX`-&16Ic1OZr`o72s3t0s zcNHqzHHKg$`ZI*P;98O$MEPX7$~8zO8Y*blNkT0c4EH;U(%VddD2E#TP-P71nLllr zU|Xl5ddZHmHai5p+zR=kVHGKRL*tDDkE?lRP8RQYhsxW?^4Fzu z)Mz^dfu5@m{zX&d65}!td_g-59%N7@ljk=xytJW8VWJwps?&+T5q% zj?$uoG&m$v1R+jQ`{{45`~%q$19b5BLPxMke_}5*Zc75__9s`C2;|)j)1*8*GT*tJmr?8{THn_Nh~}&Ua?Uo*DS3ya z^1p3w8y`7vXN&xrk4W5k>AAG%KXc`=$j(}3a&nisea@}N^?K8+*&GE=4y?>79uyx4 z;ntr&(u*n@H4Peh$lTr$8?~mKUO@ctHI9^#o`kwyKwE(_BNAsp=&6<3<9$8gj&r1X%AwUg+{YG=ixb!l3Kb6>tU1&S(2? zP~8Ii%QnPsQbgSa{M)Vng(&~<=9}%kX!3np*j@m`UG9PxdK0eDi`#Z|2MMx^Nc|e!qd@jww`c5 zyLt}|otvOxLF6>oL%kas&YGsBo@>z3C|t-0=oT)-;|3l|cIe$kx$xg(`!i6~$Ju3` zBXmJ>mHhxH8X!HxR=5iQ_t}00y7SR#rX3UViqnf>TF8G^6x5l~ul@B6s&=IxE~R=@ zJ2U1tvbPHA)+SL7mZu$TfD_s^#$;d}T&UOF9<*S}Ww9*-+5j!Th3b0D{2{JCAJ8+< z+3&9Z^{d}Rkp9Ol!AP(Dg$6^Z(3()^dO?cNHcSTWknMHLZq+R8bKjVcwF)1&>kZLM4$l_doXyok0hd9z2`-Q%>jZ}hv$g}L@BYdd)Zx&Uk&|C z(X@r|QyZ-h234tP^xUcn@QC7dQV4qgg3o_+20`~9|3S&NM1hCm{PbV;+p0vSg$mD&RulJ{~uo1u8T_&YqaC+A@F4_YlG>z|9J{ zvI>~(H-`Uw{D$&>K6`nwrh<0mwinud7{G_;K))qkzW2%WBiHrB2nej0F)&%cXeLWb z*Q4m6;cw}n`1@boU?LCmkKve52L2a|{V^OK1EiJOH3hUQme0^4PS;C@*wN0pddL`G z2{L;#L>$QFY^W!&AJ$mkfwrWOxiI!5+r*p|>v-1u3|3dFTWIguTtY9L(F(WFzy?*L z;Z3ws;5?xg6EbNBmuRzb7--No=_9mWP$)|%2?H%&%pNM*kyNh9h`RfC&kA9&ycuuFzY+TPo>fpaFEWMxO?Z?rAI=n$te_glJ#dAZ_K!cY z>o2-)y$(5_1y|+xG?JrP_CnvGd)em9a1Lky7*Q&^a)OuyKK`xQNhCM)yl1lw%3_js zKch+_{oiYGAVCVv6kO5Z!?B{#%cnP)Pm1p8hr#1ToO#g=mix6k@9x zP~dNm_}4}j{G%Xm`jyD;!3o}X^=&2Vw0ga?=6T*d;yrWx=J@=+J0_(0l}G0nAL^Q` zBGn;G0f}EG(U!PE`v1SN|C^@%y9)jW(ckESobhFQ1jHlVm=KT1J_e>@g+YDPbSFvL z%w`tcJO>B+ej6wjWgs;9l=9oqzrJbx-QIs4-v2+V{96+Q-%CQ(|WLJO^o;Qf@-7$|Rf%M@zF7>wqK*8{zl=83U`2&Q%yZkpT z{Ht+jQA~bf>fA*3HUxCC7j3U2^VrB`ouL!jCm-&>K!a;g_7HV|7&>)TZf$!e*m2!> z9l#Q0AYS%yTktQ{BwfSB4?vrf?wnsYG25{Id@W=j^IxIk%GnrkJ0FxoP)+)*3biyQ zyb}o!m??zw7m5jy_^3E~g&$SPG3f}a*K*>rt;|RGaV11M9I$s}6?R^*wFbIQA3y=;8DX{=04Z5YfyOmO4gNlHp(n>edAOZpcA`+Wa zH?ZmMeCJvlP*2=@f8TrV`#FD{t?s?noMX&6#xtHV<{U{zN9lN=H#r@-y#{}2ej@CS zDr~5DG)SPGFxSTxU#y;J1{<{nCfO5FU?;coc6SVo@#YKCbITUnf^dOB)zwf>`N%M5*CqQeXp4t{rJVPV9Cco1R`sIy-VfdG0rWWOfJ?aTY*EBJX7W4wo655lh>|Hja5d#@AIe69o^d$cGW7UWn_wAxr=x)d~%V)UC{jtW?{ z{JnQ3;Z2%{RNUG9z~=-#)F3YlBWZNH`WEJzUFA}3*qFx7n?UOpjFH$A2Xia(%=xdq zN^swt_TG!j^pHK7>$`mt$WjZQDRp15wRMt39^7azCFG0Qk*k$(Yt^k_8?IJ0<;U>s zKZRm(pMgHvbbjkKVr7B*u7M#!k^lo5H6G_Bg6tclGI$Te+6FR+&9g|TpSYJ(L;B?OI35Ij!2qr$qhhku?o zfqXwu)v>Dw;kG`pD<_RvS@5A@K^lkG;(~xyEv5m=a2Mn{_jU#N&Ra46@>*Cf!-`k} zXFyx#JU2VA%L3}@4+AH43*6}rM)nBUW6JXZkVON|unWcjz=Ui^!TMS_@f`QgqUt&; z^irn-bvBd~oi;X%$N}|R_;l19VS$0S~JXR2lmFcyMIt?Dc5$_@828F@ya!L6SNjU z=Hq)vHat&Sa>I3A0GSKrCZIp3L?w@%qUMwY%_)IACml8JS)3<@Hh=5FbAMrIv_R#* zn`Y2)59b5i+cnl@YI@Ry6@ISi4cK}D74kq{Zr}L*vXwD<1W%+%Um>d$!!*diB|pGX zZ|5l1T69SfTraE6&KLo$gx0%3Aw=T*0&oLhevLRIT^2k@VEm0I_iT~@r88wY+{jai zC~bdV9De;OUkgZF*6vQgBCm|Yh4awQj7Fk+4fXa0%A*dc1g$%maTqM&_H9aG0OzZW zGZR(e?>caU4nUnSqP1V%)5f0VQkf{mFGmc(gLkH^9e{`>;NqFFf~~>01y95xe;Aio zB|hVHQZ_MWj4#(Hx? zL=)MXn2pCrD)jMn0YrZQn(z^pEueTHIjYTxFbXh&k0H&DGMToNn4#FFXgEB`d%y|a z5DRt!3^HT;v-)8t{X%mWqU>AO@~yAWFpG@PS z5Um@A17128t#)+J9B6*|tY(x6YeX!_BBdak2>$U;dqF9_r`|>068wJn_h9?=`y%00 z-S2B&v$-V410LI;PvdX*P8*ncz{^$=B8)T3v<5M@AmK3nW8eA?5b0itMaCDyAO}od z<+G;}BnJjnO5qHj1_*Wv8Bp#+kv|}f6fh%ON=R(&X738LVE^5kaTw!jgbb#}Mc}y= zOn`0H4;vBtddf%KitZ|p>O;(%i6L4T7Jm#86pkOrmWG@aP1aOLu-JsBJy)v&AE#QK zQ(t;?uQf2m)w|R77otZ>flcZSH_;5dgUJI!6gR z4gQPcZ@|sCm&= zz)6JCn~TsZ52-8Q!gr)bagIr|F8eXkj^%y(3B|SkW+BtmU^Tz*bG6fRhH`GR^$db2 zFSH=L$R^3^+!IZatxZ#27ge{_wW)dYyFO0Tsj|#9^3O8R4_2pI$5I1p=~c^ul<#WP zrK<%qxs^Yjle~Ovf+=5mbho|+L;6G6{aExX zNCUc$tpsCl;SGwThpwPTET8#rSXGM3HDlxoN`#(SL%J;qp$BvsD z{urk|T!dz~_{M)7;C0Am!%fs=*Otbw{{e9+LRU;faD)d6>;a0w06^4QGZy~i!yiyi z%iacsWWs-sdUn6>lqn6#lvj-$HVe3hM%*Iln+7n)%KJ^g16C|piMJ4V(4d8Ge>-yn z2IH|_fuZK-jf7-lZ=>azzM@BrVuVkSik{gSZ~=j$}&re0{4!dvdAukF&= z#6ZAer?<;{NP9onl36Z4RSox121b5wNo`}G?R|tTWe;@|99H!(i=fhB*AXko*uqPd z31e6^M^(|nl8j;J2rMW2!3rr7-Z&4!yB8w_>?C@kdqKK=of4w2hJbH!M=KL?V)A- zci#b!FUGylw0hy~`9?>YC^sTZp*2z^1+LdO->Lhom@QQmYCWEF6{jzYBq7+>66ffZe3SPe-9z4>xP zBuL2WQ=R~V8d@OmUl!x{9>uKdeNVi*IGM5Vk3e73HAzS*%E4qV+QBn(^i|#ZWh0v_hps zV#q1a$qO4LkpPD;OhLiuZ>tveK7t|JF{-^7NEpJ5=B4L`#2npwxt9Yl3K<}GmY2u( zo4wqRQh$c?e;XwHZh>R@oT0psn|z%uPct!ai{Bz*N^Sz0R6(>6O6bMnlOvKDI*264 z!2}po7q}GIGGmWUW7cc`7~SF5p|DIlnQD9XurIp#bZjVJ5|1sgfK`_Sc@)_&)L0M+^g4rr z1+b2r;3mO)%)rl3V%OjNF?fviz_a8bb_v+^^t(=Q4_;-M!+aB10rg{nF@roLFqRUj zu0@UAa1|VEDMBHSx0i6s%8Ve#>3y3nxAGP_oxDQ4#)T(CZ;_nR-mrl@^TLTNx|zNm zS$d7E!e4QX%UASMrq0P&-*=5O<|7a8yA2881+&`+izkeGiCjUF)0TBRt$i=53YOhm zA441DA$!MbS}npI0+>Ec+;LMO&-6DHCakgWkWtiQ;YI$i`{X~*r9bQ}H#Q*}sQLb` zlHy%?(sSwa8+W%z=M3~#)=FojTDpJrET_&-+gzeBI7Tq#NQSB z)BOL@{_K;Id&qUqbsXJ__t|CiTJ<$C_~~0;hr*|h#i{f|;H?wamlHeQ#C*!@kj4wQ ziZwG|IOobVuSXUwH6SIM60(wa?cxH*hH&~Vc2z`@Cj)n1xVm-+R^7?6}pN6Nq$pkmw z1m*`5!S4&`C#?nZwZAOuJrj))d6~uwO;~;>u0|b%(rlq;u)E;~_p*h&&fGl;`5{h) zB~QL{wd6IMX?V+uR^WMsG(?S!+0MK39?_%0G01DMT{b`AoApD!BJjbU9MF#oRU+ zyLp|9ENsA}UHsJkj$_{S34aO{|H51$ZNG~ieW~+=V4?X>rx3P zTF+n!o`t`;naPUyXZN$E#XrBFaVF?Tj(j44TiwzuI`A0fw;1<04FjqhOm)f!Mx->d zE^*};n7;QR7;T3m_OfdQo&AY;S1!P@F1~L*iTP8{aZE-dcKNys%xmv|01tZr=UakP z%0FvBaQx?o`gRSB2}T*Q!|6g0ZXL%q%!Yx)0_7=2SHbcqm;nKnbB7)xL6G?8w%|On zqYRNDch8_P!-A>Z=^DLggQ#9`v7)~#ISxYzUwix5(3a_mMj^Zw{gAQA{xf)*wP~*8 zHRtrZa*oK}P#bpOTgZNU#hTi8!-ceT!zJPFQXB27$w0yt2MzaC);ZLrO84zGr0H_u z`szaOaDV)U z8h+yojh6Dd6Ha9A8#X0OIyns_Svm?Y!a13{5*jtxwKq=%y)W@kD#n%< zGA=b@q%)20;C6IoqmpTE?ZivsVZBd{OK;}80>~=86S6aZq_T-B4X-4uv!hzc3OV&b zE*@M5a@r=*FaT!zHB!<__3Pjy0kqHIXzs6<=HB)WAliA*kKq}X-;ZHdK3JX@x3q6G z_CNe;Jvd-?^cPL$lVbd(W4Rgoq1V+=202TQ+qrD|lT1bkRKW=%sf4rGhMcTMuqx$x z?OjXVjn?mB=kvq1q>t279b-(E%>V`1$^TzcfR-LJ+72ETfCOBJN+Z9+B;YBLD+?27 zOlf2=rZn;@D2;Ub+tSG4z0$~9d3AqGX=EK#8VQ#|K=%7q8wpHc3Dxs)o5ks2Xrx~@ z_MffnzgpCo(DbK?*tZoL8@}+ne@IMQ;w26Lg?Mzo&le zT;SMTM%&8QX@{_C)Tdu$*HOq653SVruu4beV@IrL$M~M9lD5Nx+@mfV!3h~{rAkg* z3tnr;c-YK}C9El$N<-azArJM_PVX(-pGNf`l0C4~Fs<|#yXvQ%U+?*oK~cgAQg(dn z0;;>mde`hbiveMv+Os{ieN8aJAT5fF4JFjuHzK+!H`K&&Iif5gR)%55!0XP)154g0 zDT5iD2dhjP!%bu)oTWjcjubzbDoZ24EkDmDIQj-lyZZ+z5vjr3tGWiRj@kbMy8^r; zCnj4R=#|Wxj|T+~^$UUJfAnD*B0a|sHrjM`LG^o6K5!i@fM`Eq#vcvEPuu^CX9RdT zzZd%1_eG44{6*y7r}2VQcI+XAMVmkbDANZsSnFcjhauv3cg?EIUjT~ZlOu3>Og^a$ z27iF%xM$lTt>iU8tZ2{ilwEK8tHe9t*4O}C!t^c3H~vI_yUzKirh0xl%QIL}X0aZW zw=G!Tg$c!$jTuvvd;i0dhU2~efuvn|5AI6Z=xy@dJUE3|zW^??gDr^+do;#epci*h z^IvTDeV~V0Ydsm;bq&sryTri+1qQ{zwO1&oW{j|nAPn06)p+`VYOrU z#bES_^isvV)=0Y+R6{g(Pi4n{84<3mu-UJyh$W0Cz&sfZ925SiH*nwD#KeSin3!-B z#DrOY8xwBs#f0xtB{4B!6C4wg!#KPDgHVxf0@$OvmjD=CnAY+#f=+qRv>qI3c?e_W zpQdvk)#a12fn!Kui^mEtYMfnQ3`L#w(}Z<~+4Uojr{F3($kOauds>CBgRAyGzXP%{ zLjP~@5d#9xV5vei6sWl`E(ZA0;krW3CD`yZBawl^n3p8YyV7(tmHP`ic> z@(`3R_kmFeC^V7iR(_d@5l(a_T$v2{Or9w?RS5u@y>uzedH~R^ehCxHfaFcS$*w$m zcrYNFMz%Cr9b^+G!zLdH8()0xv>{& z1~30FLQSRjFKz5LT+zoelWE5+S%C|c9bTAHNdtGYtzsm&i5svdIN4Ht3}XLX0Y6pM zyf2b=*mMI~7Hc9IUW87pjLg$C?P=_nALZ~kjq!2{3=B73yL=-NL|D}cNINJrlE zc0y-ofZ6gYx*%`~k+o~)ep~VXzZkh+_iChZ7v4o#%+Zk8b{=T=Y-uh}XB0irQze?! zWE8!h%lh#8G=as#)gy_9F^pVE3s)USFNjh-D81WjwGE02=uMZEqYu-&Wy~05`q6oK zl>~C8mP`S1?w2jt6=E-4X}AUNu9T7mZoe=X_(9uwZwa>M?Q!y<*wKKKe{n_;I)n*H zOxl5+J5u=Ri)H6XR_Lfjpk2B`U57gaKXlE?SU3c#P=rwR(1IVFaXl5SOYJqmh zt$9;eaFdEhrzJxnYrAoEhG0g)X(v{TfObe(&x2;J~XbyrVu1xET@6T1z%8LXB zbAIK7?kxnk_*7kATB#yTc?P2iLXw*c@!{wLwN{7No9u5oSB5i3f7lmea9PdYTDd0Z zFwt)!1|BeGS6)3l|LUKAGp0WWq`wC9slOY5WK2C?tbNA3JzSpyjHV|qt|hov&DtP7 z1!75niqdwiWmXFE2bBG6?u4?RBx^!=8m~4d7N^DDg{He>>;|0f1gLBl6qDaM7LWm5s#ztw zL2U!aEM)2GN==z18*WOrU(rbXZ99<2sLE3*>x{S=Wmb$a{{SNx>^u8?5$t0PG{e!Q z0HHis0edE{bt-aVm%avTdS7`9(~(P{25JRUcD?)MaMeGrey}A4FstM@{PK(YoX4c! zf!kwO!JzcHO_}78&p$AKkLJ4j)7I~T4q!Rib_1)qo*vdV!+f!Vu69!^h~n0t02DWE zfGZ77mh86O`tst?tA;b_^B}<*9WAq4M2Y771Q$^XeGmmjl=u_#=ffYo%d^QT&$~ns zO1t$P*}1)HIWfHP>eS$sg(g5tNz;3T0}@uSGAb01u=5KFfGr7Y=WtzZ?X6`ZnJ`_Z z*RLJt(oY+HvlyO7CgNwM6lN8A<0J{l$gDqb4U7xohu9KuK5!Xn^b(eDM;JP})rHm? z8)Nc!B^Vo}6s}4F*RD7URep^B3vk!dpBZr{b{SJMUu5!UiMQ6=0SBSrN@Am~zMoEQ zA4<^p&O<>xj8mYKJn(pa(d{qrV=?)oK1jEP*GrJXSvdVph0S2LZF9G_=6s=r*6#UX;SHBZc!I6r83W z8nT_oWFD^sKOliJkLa^(AoFOX6i!==R}&KxFclNi_GWXGu(fcxUR;%ZaOcJ9a)jm; z5cPAdm2QF*#9Dtk-lD*ZS4GD_zAW1JdyU5cn?jC~K^`9`vqCthDyw)>WpwQ-e_%~+ zU>cQw_Qx6V4nmX;p4}%*Y?N*PAhU$J9J5@D$CE*&tGZpVx?K&VIvksgNn4mMrD-+G zE;Uzaj64|N4Og$xv|2FjgYV6Uo(5noTh*h7}|O&mAmt1m+EEZV&Uf?YJkrJG1|3M@9QTa8zm3HX&m}(9IDbs--4I zj2t;zi}3&p#1scVq4+DHKeZBmeF>i~`&~5qw(zId`OU5D8bIJoemXbzu10IPSQ%2o zUx{`P~PS{nw*5&DqICP2@}3^q3cdVb9*4J4zQjL5ER zqNlWp1MGNRPUmUck>_<-%dIyl2fnJg%+mC(G44nJNcL@UT&cTLA1xoqpOGTp{K~p= zM#FT*eQ-+9zO>)G$VIZzwxq;k9ZP09PZspz{5nl!Hl};j9b>R3dtk)iRBJ!Oeh32KgcOLm#gL! zmNu5JR!(*XD@$zkpp}rKgJ$OR<^h~f9WgA;d1|b*O&!+5%9&xzt@6)HSq`$_FX@}N zUu4%vUVC`^WfQmjHTlmOy;MTrP^Jp>C2L~OG{J~_Bi0v9hdW{_Nw96~QkZ606r1X; z3!rxmH`*lq;A*aFdLa~UROuKo63qEtE&1&+@PPRoHCDygVdLU?HM(MnQ=U>|)=l9O z9&=n%pYqx5oxk z-?to>$4)-PcugqQVP1-%)m~~=*2cN7I**!F5nS#7R%T(s)JN1>=W{GqgS(8+1)6Et zBf1VPvlp&ZR?=sqc(BQ&R$kN0+KTg5);8J%=n2k)UyKbQg9^_F8wf_q#7>RQm11og z=H44>={Hnijqy0B-9>qV3 zF8uMc(3XF*#oTP4HZn*kcFIt|2_7LbC^^JH(0P*$i!q{J(!y?ewdllh`B5ydF&a6+ z*p7IY)r{%yS684ve?7QVKRHI@p5}7-t8kSTP0YoU{cI;kT2we)gknR=hHLVu&BTA1 zd~rQETCjN{QRO4b=|_jJB1cf!BkTnQ??){t#?gC-q(+-y{lA#@S}8a#OpRCk0{sl( zz_Gnb9hl?5p~cbfHC|)$ypY;SsJG2_-c-EzSv~YVFcbJ0APqDwc+@zquX*A5b;`Qj zlJIjubVnR7xM~Po_N4o{|lMWPlR%@wG z1;_~`7;!t5Na3oedez%Fm|k~s#vc=N0InpF5_p{3e33e!&U;}#bQAoQ(BqIkU}vHg z*A9O(VKFXOYeeyX{A|1-(^6f#T)i?gG`T86fQQqrm-+*MOSB+=7&sCVVlKrH%+P;} z53ndDIl!QS`{lobr;h=i^)?>>nIYyNZLWFmq^CZ(z-TQ@3SCK;H=)YK@sd5$aMMu; z@luer0a0(`!v@`uG*$-;=of@7JU{^UL(CH?!E>LP0~gBf0B~Q$fc7^#K>$+oR8DQ% zH^f?mgEnI7$pS5?;`<@sTkzY#6M(JU8v}qy@c3eF&qJ@!WP@^U-&AS72n3^}PUMrg zHt7r&329YuzSj9ZXUpNHLs9--sm7m;8t`HXTk0`f)*rr!f#yQqiH2B!3bvmSs~`YzhlIMnRrDXAQo1w z{jhAopu)E&m%J<0t%rK)I0maf(*Tb+^-|8*WY%%IBMB1goL3hRPD&|f447&{DRh{% z9|3R%JXwZ*$1yc9s?gJet9PV9)|mT?$}%E2$HEn!AXBCZhlAK9Br+|tNvKl~TR4GV;S(h>V}g`8ZBHny;@Pj zII`*Ud=Zl}A4PqZR|zu^ikk@e>F<2C`A%?6`5-&}{6$lD5D(%#C}uO$>QdoE?SBM9ZPeYKBHm zzthQO_ik9UCM=$b7y$P#ztBXz#^+p!AN!HX!Ki*&Q%j-{7CP0T0g?>3c z(K_mAZRV|z1`0f<{>yS|gV6nyN0LP1Aj;^6rhI2_kj#^;nn(Q%53AXjMcd<_TSVsH zfGT?!Pa=9uS|3$Ydu#q#8~U;To}XZ^nFZUx5U>-gfSvFvFV6^{@i^wX@qzu-w&k3v zJ2>68X|90dO5G@{>H~_qWNK!=i&&7RDW&HjQM3h`K@x8K0dqEFetP8c{PYi=4F(&N zwbq}h2p)mjp7MS)|JuT1ze0%P^=gEg2i3>>F4^Sa!M05!Zetd*^dFv~0vIt~c~spa zuCB(AJI-D{l-c>D&c8tHrcNzpJyLr4GF@G1RXn;KQk`iqsokJTFx9g?-g4E1N}cwC z06_^=E#J}N^E`LvNu`U9CHP}?+DBl~U4?d^1&y51?8hDu3wMUCxC$G9TPYU!(f_pPAycG=-^oj;<53}M$-9%GY{ zWguG^J~gcSc7_O1(e6)-VA%XdP-P!$IP_6>C3xYf`uF~zn=9!iOu1nStj{fmRk@UV zF5zY7QdO|vp8lo}?_vv+;$h1`x{v}x|0qKucOT7bXP7IE@C%)_SubAH%@xlXXtaAF zw@$~D^h%08?c&ayg$lUT_&T^Qd!4Ki)Dbdn%j?PZ#@Yn>*+3z%y)*ZM7Dsm;!%uq} zSr_jl+)M%;UNtJL0Ebs|KB6DYuI^C&JJ#}86NgYq_Z136BjNU}>4esd7R0w47`!sq zlp>;b2vn-TY|EUc-+cSuvn^lu*p|DYH;5p%#dmp$^YM)O0@Q#hx!!!yJ1wX8I_OHn zos~d=F0AH>p$-D~w~oiRd3aX$V4>3S!DPd=V^Qms-rpto!7uhL{AOTPqA#CGwX*3A4{JLtOh97OO#-4u^xDgZA za>oeVTb_Tj=OE&C?#__D!0EISzU)nDa|BCNgMKc#GOwg|V$Azye`QXBx@z^xvI~(F zg9c6CbscbmEJ?z3(zGW^f~4&EjT1YH#F(I^2bqFLyT+WU$yGe%Ll-ab!rfhkU=gw& z0qn%YA=qY#ak~YKEOD#$fy1sT$aQeowf@{IziQNu#R&y)OhZ}*)Usd-SQg0i;Q|(# zALl>;i?1Cc%OA`@&97#Fc+U*fdHkgr&@B7i4BUjxz?+TWYpz-A;+P(MZCf%r7DpHk zdbm{>MFT(NaH&WL2ZsTt%NCalbX=eZ*O~*RW2#?c;czssUodzz#t6 zSd4qTAS5>=_xyT$y6dIB>KxvtOkB*rXm#A zRz+s|R|)wZ5u}n!sXWk>&%2jxK884x3}%miB)>xj4iV{Dyxn*dIKDiyUH9stkvKA( zvVrMYwZbxW4p;}zcueZl4Zc})|JT*vD873F#{4VF$5kZV#?`~YV|^=?eW`}m@A9< z!{w^Aj`qL34Ovt1OX?Cw2YsXjRgJ`Pv%h9F5F?10tt6s%y{5R{)YTv12kUx70~y20 zGx!*5i8dHYsZJs&9r8e%wZ~!ucB5_K&to{GbEf5ao~hs$CYt-J-+o+27pZ&_;d^&w zXuF!b)Z=qns`*%lik@cf9XI?!W+uHs&M)>1f;~@5yE86}FcwO9Ovn^KcB+KDk@5?mhKPTqpf(Eo}4O$dMB zXq)54y*}?S4kHpun3ww2%izAY=x5`w28!_)N|niH?JkO#5rYFt{P;C~J7wzW+Bq%y z!5-^Q{7g&3EOo69sKWH*hF^M%x{DZ(%*fJ$wp6BGlVYrI<$k2>INuiM@l;YHQ) z-+h;Syd{Q|zUot#D{?i>wn^;zW%vSI&`DQhH>ooxwi}y4*lLWKieg7=*o4@vaJGq3v^rx2gUP9Uc6j zl}&J>uHfn}O%ie4**j;*?ws@-8BhTd$N{cGc%gVCZLfiX%^cCNQKc~Is zb}k=D0|n{y3@IVIr=gti^5D}@gjUZ6`=x41E`(u}1(^Cxz|>a{%t6_d!xe5n!eu=i z+4DAMVJ3JJSM5J_9Xc4-@pTQrM`s1eM$o6Tud{@*zk$c$$k~vFnD9#XjQTr#9?9Kz zn<6bCxR@w zL+QmZifWIsWO6a^*b$YOnS>ga71G=1sSej=#sN!CwrN6m+j*%~KCSAT`E*v~w2pm- zcVgX6k>12-0lAY^>W}F7i^Vc6npgR3^0!$F)X%en-IUzgwm3_Zb;Ce~M=V5#OjjIv z*WPxSd)v2~!|_O>^6gB!TzOMsw{mgm7CsH~Ltg#bW7qnUY>VF^pT?hTwh&u*F(^u_ zX&PMVLF&d3HxoYtwU{a#1Tl~ef|{gCYqq`5j>5pQ-BQ}1Mi@eDC7^A5dfFYG`x(Z- zT=#I0Q{i>uzx9AN{}s`ivCwMEyr6pO$P!4 zu;^^^RmC5zCy%FBI34iSO4?VJeH1SawwtwL^|6KVPUgZk2672)B>1g zuX__$rRh!hiQHF2%>DX#x`}Dj-!T&-4Ey>@ikD8sg(Msvd1?Ndy7OiNGRLGrH#e(} z%&iotMIfH4{O0I7BazA;H1kCcmQRJF54*;AMo133%BTA+s=F9pf}mnO_JV4qHCE=bmpwnYI^yyjIRo| z0`;!h#>_HOI^q8e#;CwD5Z?>P277-A$k=hh{;y!nrcUR?pe*?Y)VFMkue1$SS;ux6 zOwTdTf|(MAWB7z6WC#JUAVTlUXNbsyb_BOG_(D{6{e66!kkHn~4BNZy(MOUt$kW|Q zUe#{hvYBK{io1Hv!XGUSbL2pO>|N z*>*097!iIfY2$3EXkpy?tgM2(XaX}pBMCZPITIQUy6E%uFCqiN2CiGg72UD<$W)fm zSD(d|Hd`?_rO59{9?71A5Ia0#x%U2B3tYxKw2hcRWa1A#fB93A_v*z zH!*wfdm`ZS5D~2*DprdAU|R2N#y!cMMAQ|AOUE8(vBGq- zi-fqu^3Vo_g^0==wDaNlG5=w%Qv^BB)k&}Ha2Cb_?%}=PuYF&U-XA469%8Lebnt36hS8FqRvoEg)awyE7_AcsDo+F z`_M|YIo*B<7>#pQ!^v}}5WeER+}*mlQZ|J#{i`>FzOk6e%3<0lK$xYwiIizqWk zs_Drm*8|NP;Vem7{>4=@!u!P0_`D=~N7qI_Fkcf3H@}Ul34t@Y0GDg*N-3;fs$w_q?Y3B|XkkWKm4y1#(A7 z*<-&+WFC_!c?R0D8awOA%VEOJ(|Z`Y-dJMuD06nyd5&%|nI9?sC2Do*vQTv8lxz5Z zW}E6sd%>~Q&2J!eOt4H?s8O-QI6HN^(sjLNEOQqw1nz*uapB)5jw|*O$Ej5DP~wq`qf!G&0ol28MaM zpD5fAkg#}=deZp<=~3slOao!y$J@9bC@gZ&i&hs;>ohe z`*N^2!ex5!UdGmySC6DT8%HUySh^mI(G=bUN@ozT;7C2gbuG%gLGPpP!i(zZzQYNV zSx1ch%Ez_uli}bxuosLXg~&hC3c4a?n92;x4j3Rt57<3y3}gGOgDd^akXuy0mQ$h* zvNWjIXzi~e5vGwbXtyMBU&D1`ckJkrdpwGiFExq z7ZQ7rD1?VhqD1%_y$O9Fw=(foj{hEyK)t8fa6O65jN4EmeM77;%^FPFqpj@ERRNnj z`0ts(g-i_%V?((W&VVnbURm?i+J=Oi|-n=f17tcz2fr zTPs`%{4x-`a9cDXrts#vN8a@Md8AC=c^pzTb9+3m2ON05*NWI+yW4_tb7ZJvtQA2D zDrz15z{0H5sj9l&@T3FZ;=MqoqiT=pWv#A6cp!Sw;J-z@urRmDDkh4011QG2e8o^u zsMNunvxe)jxLL{Zw$ZX7Y0*aMqBzFf%?= zpM2Ucu@U>&yne}N`+BJ2a6{%vsyjSnG#xONoUz9~2r}OPara%`h3=ew;Eh?cVuApc zL>M|#G*1{6z5{2=W%8E5+45k~D}-M4JA?nO^yZ$D@Ap-0aDCY>n%{2w1^$7s`Gxhl{I+kZ@rJN|72ezqIS zNy(dl@cI0O{84rDjBznvu~_3})5`?HPfPE*Bw-s}<-VQr@dZtAaVzh(7V%YXqah@S3sgee+9vEt#LHzFi=6Vym>9Sl>0#nbyy(o@0B(=nkEzRpX|h zMg)oBrVnPvl?7a&m|2b@R)5WQhxCn9h#6y-OnjRo)Nbb47?r-QhA#Rd?&agE!Jr+| zXc_op(%n`Ar)R{r&>=J_h2iF0rWsQ6jyt8G*Y(5~qPu>!ZSSf+y8_>s+XNbt+{FM* ziNkwTG7Xu40G&oHwwEyWay0E^uErX4m0NJ9T9f^-t*Oy&0^laAWwr< zQ_qrAhy3LKm07ZM%@L;Aqxw9`ppt@z7Oz%^+i7Em|23DfUs&~Lst@Ug_hX}v1`ee_ z%!1CZi(~=19hjVOtSd&I?`a9pkoNp?6vr#cmN;3KTAF<#^6(LyH2c*45F!1k(OXcP z*tXA$T*YrIWCR7SB9$)_ptPRczWm-Q`1ABL!;xC=!Fy9jK{V_fK0x{ITJ}xnd)DQL zyN0$RhDQ!)ioB-f;B5Jxd0N^t!XZq7v!p{Y`F4t;^3grpg1P>cA%M`EQXFSTc$3B9jMh)}o_GYbAwF3*0` ze>I^^gN3tGNcf?Io!1W6304aFKe43crj0w zzKI>fkQ@ynJ_~r2HSMA-r^0Ij<;TyaBwvxvcSQ*(q)r%-nw`P(e#mj6^dSJWe{FgGmO3 zl9=Uv$x?Fl3z%d?xc4~rw)eXpK~5=AC8!xkF=la>Fj{2-IHsG0y?XE7`P>7N^pa)c zp6tfUX;&-%>~Zm|{v9>EhHT>aH9oxT2p0wI?cl~eBYpBeChNUU!DKx)*ujV~Q4lj>8z8}3D6V{TDh z%T{luiHrNaHJ!2F8Hq!?i&W$CShV3L+5-?M_Td$(IN#*S35M~WcoPPKJ_-s_g{ z$@@PzWEOXHV7iX&J+WNaH-fk;MyBbTm{yUj7HLL#ziz+d8}srfV&QL_r0AGUN~*N< zG`R^5fpo?I@qA+tH3;SwH=nY4lqzPIRcY0`h${h<(0ZNqF#0t5v^rwpiE?4trtOoK z>%j3v^D?`y*JF#$NOU$m9Ja;x1Ax%ya`qBCMMUEmLdxF!E1u_)x=bVF@rAUkZ?=^@ zZy*pCSdOh?!i`9`Hf-v51#WOT*lM=rFu;rxaEwQpnY zbcnXMG@U-|BSpWlcA-d-BpgT9E2aOdd1It*ZqU_@q*@tAtFgDXj`z-jXPB4;+NNnn zck)~=1}=@Oc*jGczxK|A0F#5<6TS+F1or-6I^*I7h#~5jm2iApit_iE+|}?`6S=a6 z>9lyQ>}FPqC#@pLj2HTZcnS-EHL;LWIv+pRuJh$FDv9@_vE|T;MB<*1q1nZiqgbS zl>=L2G>?3VLo6~q`%$^i58j*H8k`)=osSou#rjJvQ(Ff#ahGaz-g_dpFj0LaB3+2W zwDsLb4TH~oPw5oTgNA8?u~Y8?+vILb=pqt95W404#;Ut47+OV8mQC~`zOOYn1mN!> z?{sK<^u?;oX%Mk^Rr6FI<0hNzJ-*!ti2N|rO;pku5!r9jS6ZW4ai@GrpT+hgK2|>u z&M;(Fd2}ys2vxepltG)wgKd5vthF^sZf7OE{_D1h*d`aipNo~>bIiFr&92ZC|3w58 z==g8#v4y%XxRQ1mTuJLb>t~>fi@O1pLldnoKheCh_5Ha0?jjo&LH)-;Z6X}hrsu(V zd+a@nJkCNf!5Ot?man^A3}t{b@iNCqe%#^qpg>%apgoM^)zK}N7OAI1nf?%~sZfTS zscnSaB$603oXx2ClK8GN=X{kyG-%Rkn52BAkH%>;(fM(9k0YuT06K za!-jFqaY(!K$qdNoaNtufJ$=+8ppi_nNH6XKR$Mbf*tST>G(Ovnsh_cpAbahHMtrlrTO$1-O`8y^oxam{+6d&;Nxeu(zH#cIgx+(ac#R2{V^ z!&W@1xN^8G!Mnnf4~k(}3W3*Ph_^b=5MSr407cPWJ4Bgd%Zp0fTmH#@>M{1G0Ozop z8mZUKrgZS^%IM7SaEc46D*dq-L)@EgqC&${D}3__a}Lv|pO}s1_#d^JpS)GhfhYV> zFn`I^*~VhprR#~3PiLisMKjXCZaQzgVwzuObRxDM_JM`NSY1lY_?hU4LMt#$`5GST z+YTBpJ!xdFhL#6}9_^HPSUs-d*Ir~bN;JtUMi*|n!_fetG$Xq;UQV}izPsL&ecWQ# z?;k0w?-TGeyOO4UDp#V4H_>VrWxbIBIN5_p#!fR{NM=;>MZpjjTR6aflvaGs>4R!6 zQuHfQ+v^gZyAUvL<_NmAW~}i*hsv{t@vEelVjg}TF?sKO{@SP*e&tQZ=(2nsbOv)6|8ohNV}|yqcFeDb!7L zZB|r5^DZoSl3r>1ya3NSiblC_I|5V`@L?zi;>l zv9P8uSI|4V+WCLA;GU0=irPH8R&Lce0^P0G2@%01pflCf}bwtkmG5 z1cOoIQES($kDbGHIMzx1P;XJBWpo@`b)MAT)l5U@yta`J&He$e_mBw(_1L_t}v|#-WN`}i%$9Z-CQe9 zi4{(lOQ{X$C!X%hhNx^g3HAtk-5`fyiSCUQiBg#~{KC_41|?aO+T14Bw>8Xi^xy<9 ztKAb>ibCEDX~jUOf0n{k1qtWPf&*K(fWtMM6we+vA-fq;C3%JM?M^E_ zxc{;o_o!Rt%8C7VXUpt27%nZ{tP?5|oh3&{x2l`&E0w>PbI5xznM7_> z_aVwLn>f5>PL$hBP`BaJsYLWR*K;tA0AMEPql(0jx-HlT?yr*IhmpmHjnZ`v0|?Hs zDhp^@hag1d^v6I|#^KD6U>^4@kj|0RnNYTk@@Y%e18ot0A<4FnrL zFT7$SxDl$UNXxKjx1#kDMH?PHDt z@-RE(cAAa9rFVOXWseOLhb&KJRif8{v`KxMJ|3mhFNQK_hGWu`v<^&)KI^8L53y%8 z>QOk@i&}nXBEK-Wv!*y@dhNI@#_A<-UT0W-wDbxr3+5KPI1QfZEwm(a7GMm!;oMYB z$4b_Bq;F0r;SwiakVNEFN-VrElfX)~SJt>pFo_D8tY{i)BdN0fixkH@Yh;pYPG9an zrsOd~Oev3x*QtD~DApk&RHocMo!sWwcn8i?e~-e^*hTa_e3Z6gM{Pjnx=45t#_W;= zxHX#msB5_ekFf~UaRlhsk@s<{wVMscihY%MV@`JqTgzqAVdbS^x^!vVIv-JcXT}2y;5;<86f;%(wfyB0V#uJ>PbneN-)jO|Q`fx`G3X z!zL(%T6q(v7>tb&?rt~7WhXUG9*E2vakm&x+w@88_jZpnCfps@#*6Snh@}Rwh>hIu z)k9&kWxQo*hNd)W;fBJa8&?^^UgLv8ACIN#(TWRQ$O{JdChwlsA`7ep!{q1=;)8Jd zi?_BCP@SZ;%B8G(wy47ddY@J)eQBiq9YlwHXxOV`MMKWH^5TMyj7v^*Y@Zy?RdLh9g2r_b zbQ#7>lk~dVCn$DM2vUO7T#D0E)9C7k_dM$H)MOqUO6Qp>$#EF5SUS3O=qvo6kRs@` z@4@tVOff1SC-ljp`CaZMt+#iWh!8G>*`!!QT26I|5cPUeS~eit9aao&{Zpe2XUHZ$Z}pOAG}6W*Wk>xC2tY|Wya{EU1iQK)5J5N}vYwIV zZ3L7~X5Hy4mYoH)VOlPyWn~!#k}n-9tend-+;l0S5V)X9n0xSDQ?_o%|3}+*z*F7! zjgvH}RFpzA$x6!1L6ayXE4#>^A&$&Sxg)7aWgHpVE3?cbgg7C|&d7;uA^U$_*Y6nJ z>wVtm?f*QV&)sp(Z(P@Ruj~8m8y6bW4!TzKZ19tj`t6G;EFAGM{K%5q(^fGd{}aIX z$Csu(`0eGB&0c98*>kVU-Um6ZzvxmCR<0W_a{6067nnA_unyt+3!!isA=e9B!$39x zgsG4By!&~xkV$c}vQc=Loz*;+d7cYYYzLfHV6M^0ED5-MWW^`$Z*_BhF8L9e6;Z7p zznAfzq^&-_^5!(*>$U8huUew@Wwmc_@?Pzv%Ph4M1b|9r%@@t-*_(Uhd!fh$2ZIiA z=D3TMDwFhlKvKW0Sdi2kEPXPn5n%^tEg}*o%$adS1zuc>9nzIrM6|SHtG!S}lSES4 z3zQlMRlObYiunvkdrK)x3C{uD3MBvYIfgUZ0+ya#7lAw4CGDrT&2BS>1W@pw=xE(U zH{Q5*Ti*|rNns{&9?F~Ay^v(CP$W)K^s4H9H92vDTl0sb+7pV9mq+@;w>7WR`sy2X zmwu|+pDd>@^eGW;F^S!~Sy-3Lei>FTTD1orFb6g;MT-1K`>dapxlbQk`M3ywX=`ib ztq|B8dgb5-P}Wi?m;9xCVwTm@koBWo=kWauE0##ZT0IsX1;#(B4v&W;2^rZ+^<*2p zzFzv>i>n7LdvrGm^AI*RBvs3 ze)&w&)tfsRxjxOdg{?nuvR}pul%Jg!ezn>r`r)$~v#;uou}L_p_RHV)x@R`MyG&QA zjJK)x6;RD(F$SShYmbPChs}G1N5kp+Lbcj``|s*T{?Hc_*AsTqjd}6B`MsK*-;SSc zQxo;dID6(Cg@*nP5j#g!S0i5mMl2gx7ob%g&MA|uGjkx=E)HLAZ#SXmG~skO+wa`r z?4~{T5nZWGrxnthlnqVlby~mc32go9msRqqP$4kIo>+vMmN4T|+Y5LMKrSHEn#y!xe)gF>s)XjsNaun@N%zcHG%$qVE(`js%yZY2XGVHz02e1V2Uu8p48T!He+4Y@0fS)6+uAks;I&f_oOVkx*caXY(DaYWgILfPq_AuU_dQc ziZ7^dIW^fecAy`eSD|eUk9hasTwq&Z$aTL1+v@})Jl6_FNCU{p9+39=I2#dl=uFP| z$V>0)AJ&ShxK#=nJI<@GK0X=Bdo6n`{IGS+zKCqYAN#`$?V2Hw4q2LlwU2|f`~JG& zC)WEV1tNM+eQ%FEBXza%n@E`9kC)PYQf1Gd_Bu5qs9H8Dq~xdY1Wl!_Q+-3sJ{n&W zXKuW2#(Jkn=01&-eQ~TFb3&UeG@e|gle_Bqywl&cbLLcNbERv>_^HDMnf<;h8PmxQ z$^jSe&2FMjklbE9UeNr(lZ|!4o8&qzQMQBRYx|SxfMIc{--CjAe2`tP&F4Ra^ypL# zyiyBH*cse<1-iucjh7~;PO1nw66lsjHrEr zq(tZkw$Q;j$$H%@TjjFmSLQL)jk+bd?B{+*!&^zSMZwY5hGT1x=-`!XrOi1y9v(GG z=UnmlR3q8V0|BpPrHsO32ksQ>99Q5Of3d?rn9E>V?yH)$cxkKs*IugXAKXlwabDA2 zRHEe){#zRTw`^_>uAKFIPR;znCH~NmMQh!AxaIP#0SkGPLMijF zQs$PIWGO$*&Eq%j@)z&|_es8?c4??2rx;wcI;OoYj6A zrRB0W(DhVp5rfL`ws(p){s}v|jh_;XpIMw_u69kK2R7VRS?1%D?RSd9IAwkYu1?VI zJu6Tr{zByJw>!m~G9&t=o+ms_DtK{1@@0dT_*S`s@CV`91Wqo(NNaaYQj)V%$}P>X zJ@Yz`QtIPVPNcq4h-U|h|ALX+-7NuY`@ZZBoM(``O1Jjj=4+=9me~8Z#P|!^^Mfjv z3`dh`$tdN4d;&_s@@7x|+*2 zZu2r@O<7eeo3irMp1?MrsO;5VogS?FS@p%rEtM^NgW|-2=cS-!F;DvBAMc>ECfcc8 zSxw!SJ}#l)NKUg*HnU2-#_ca{Q7$$X&+{zQouozbXr+^SJ+;Q(pHWRcA(?vOrr2}t z^`~y?TSzwg8jod{)eAnn_tmrBF|c6xAh*0)SKEETa~3qwajRK8`E(+GxKnxeQ{<>q zT1CxTCEUASn6b4}8-%_d8DG1QqFkPxyw^d6r~ldZ!J2{8PXx=ZF~-?G`>7nMyEmuy zp7APSs#YAEihL5@+;65*CM~d*y_XZbUn!SB;Ys zP?+rPn=2lln@}@y*nI7(JtKU-B6Ix(Bgz5ZnX#CfaW_l33_PgPnY?Kn_r2YozPEim z<@1IV<}qt0ITekAF9W+@XlLMcL8f{i6E*D&15t6jNlS!@+4!lnKx%4NOvqqEfK$22 z<29!uPDcjDEBV)PJUz#rE^6>bN9Wn+i(RT(_4`ylvB>1Kn!~byh94C+tsg)pd4xeu zEFyNGt~<{|$D*}VPwchjM-f5$x~BlwDnhW(Gp=|wFg>`c_h0Chs{i7}_{wV^NKE8N z*>T*8k@xcWxM%FN_#yXo=SVgOx#K*z!esC7V=I&1u(Lu!FmDeRLs+_?KU*tDtMESf zz8zamj?Vi=Wvc~E&|k}#q(E@!{Pwnhr)cL@#jpJMRrm_fzmn?W>KOJpe+& z2DMoUd0|wmgg1zB{n6b9YFgtfSFg=$bpE5*-n}K}ifP}QO=*^-x|y^E>Ero3Kk2N&zAoGANh%d8%jM+ri< z1Gvj9HJ=>~cP6$B2ij3XL1|kr#CnGL$UeKN< zsph^@;Q_9O&$&I>!EsyG-Z`fc5MWShX;j)hS7zgT_K6PrS$>YPxre@8e)b!7W(jph zrMBIIBJ!u$c73JY3`W!kKhLe0h(2+6E{Ur}`=#P$ALF@Da1=_SN+fKslSTig92!5Aqe@J^P;`|Rj7g3WZdOgw+ff}u~ z{N*b$46bu%d$LPq{A_o@`Pk}Fzr7NcSf`O}+SD*CM6j%TYfP6BcR*eF>=q@F#8`Ss z=h~4Amo|FeSZf~^d30^GWV`Z&L13px{#m6n2fA#6zV`%jPpmD|rPI8f?PH_;$Psv^ zGF-tDs>yNE$Ar{G9`UuuF!tWMR{iK2h%p7+^w@KPgAnHTJ)Sw(pecbw|H0EWvi4TV zX=8?r;6YWN&!lP$m%Ojav(;DZH<&aA{!7f(4Cc3{}dA#IDm3M0{|7;qg zW+-rJFXW`OnfROitas&;zG^(5sMK-wLz>2WLbZUC_I$lylK9uc0dxqp(6Y1;7Dlu5 z3FzVoMc2Uv;&uMo%wTTI)f&HiUeLz_o-PDEKR8^1VCRZIeYfl<4ww4J`E_)#(ZuAc z0Mq9h!wFkii4C$8D`Gmc#@6Rj*s;L_)JJB&Cv1^?FvTtTAp1MV`AY}4y;q1dRe;Sg z_ShD~ey@>Muq#QVRS)d%wfGPG4quZ6`;jbuN4^5KXOaPBgP;?MOdISdBEXM}FD|H( zC#i?bv3ni>C%}h4O4XIKd3=ceriAZxZ#e9PbK7<7K^8xFt-@3$I6qGK!RrD#+!B6R zz{WvDdiybW7cN$X2d?bWiCNh1!gGD`8`vdd1M`Y=ui^KMGYm$Q#tM<#05YS~R2qDg z-<&Ul0lU%k!$EyCVLqTA2u@F7X6IK9G5FL=MJA<|putewBfU$*;83`lK6%mPe^7Iz zNULT0ag1;C4%`ao9ZimHEmo&k@!=U*2f@6XbbWK}Un>)HB_`{8nri*r*l(tkg9(l{ zHb)$>0fV8X2fg8d!O@M3V8Eb2LWQr^?e^;8@oI85$5YH{SvCi2Zi5|ZSU36~r*rZg2Q=!vxmRviIsi4nAtura(a>}3A34w!(l4L<$FlDL8exYazkKRv z?r^)w?woP~TmT57jcbmseGEoiMf1%cnLol|WCHuDvNX-@b@!X@^SkbF@v#iV3*U_z z2FD=Kt>_i&{d@pygO~Ri$?~JZ%G8m{s2Ybfy9JY03Jz!rDgl4Op*VLUT`7LLYb^!7mMU zT&~H2JzHwB$bU>-f}P^r&P$>F{XM<=X;8mk1^SQW*Tjp^!cjPvA!nR8J!&SJy-ppB zr06*W!C((w4Zx5f0I}lP+6x;Fi8jWl#(~j?O5(wZ>tNp|QS%r!aPw%g1}AJe$Ke7V zC@TVfaI6T5>T4Va_$gDL0*Cc+jG^cWudXU3`k!e6jng?Fd!^ODL0_z0s87yMD{P~zNBQj(TpV9Gqv9IKRT-In!7E_n(kfM6ZaLSHKu8i6UA6#vwx7=>Ccs(A zqm9==e}#V%Aiu~P&>?XxX}E7ynvsADn@$U(J4M$SLfxCr1{Z;lC?Vj1P!(RIeX`4s6o=Of;fbeiPOd{5Vb4KF%HGaaSR76QE5=LpjTCqiH} z$Ra5AG{N>iJxzY=eN~k~KPFQ9O*ictIvXAp2!VUBI|kuL|899o@FH9mr)%~J3-B0I z&uV2JbE!r7PC9n4f{XetSToCLme3=1a4(rPZ3Uyyo`Me6$x<+_TI&tA>Az2DnsYaE zHK1%CGG#*jrj^6PdPNd9L)`OCj5X9*K2IneFeVWq*?cEfzz6o-912h5M zfk{__polmV=vPJZ91XUIFP0}7k_>6(M!FJJJw~E0| zScH~~K-)S#iY@R}GgIz5Cn>gWgCz7^(;__(;#cwf3#fI-5693z{uWvqzTM9*brP5H;7d*uCHm9f-|=a&{k&xcl$32=@-#qU>Qip(iTn26)dFxbA;7}q=M#9cB8GD)WZHfa z&t!$o?jPL@rsI)m%JoIfHAoG*hp^$m4)>7gw--xvC=hl0Cd>hh9iA6#FMkLRooQoM9YJZ37YjLa?DG z2U!x5rNJ*kVd3q^UHGmqNL0W4*-s&;x9|)OA#!EHbvQ1rfv2pk=!a%#(99>&i?%5b z5Se}J`n|UBUi703Mm$bBF@Hy&y{^b-nBRH-Kn1mmy_cBoAt-luFH{8i!&sko1;VYyf?l*!4Vt$ozgd|58xeRee7>UHj z<2fFJz>da2WS!F zzN@8OR;69yrI(=%_ln{JRMiB1?#fV?dR6ce)?}rxWjB@JzD31+|Q-p=_TZnWVGMsb{#jsji1Pk^>Y1@4O{CkZ3`iQbNMxcpj9&l@;IfOGMf|bd)zBhC!gB{hT zao$Ea~dYoMm2+>eI;+43d*(124VNahI=uP zvAi#~1nah$`zdl8By=Lt26=i)gxss&h15JjLnS;;(le~~g9)Ut^1<#RC_q?=#kmyc zk0gJ$_JM5fc<76$M=GRgT&X2>;|)kNBv&K-j5Zx0sZ1lPmDeEyX@QKJ4dQ&kLP|%) z>b!PAYH2nI#5iy97v8n~?qIm)8FS&!-*IY`vZyDhKgU=#G|O?1x5vFOMg2bOF7QLs zm{1f>vGSQT;s&<)=$`PE&wRTaOTnb*vIEz6W03?X2R$0WrT;`JPtO5ct#jB}`sj64 z;NRtd*{8-5A6*-Oe>tqIuSPkwX%=-(oe_ET_>=iMxO`Q2Z%4H=U?&_wu_Y@$Y?M)# zs_mPsAI95wlQyz?d`kaUqKq1f- z?furPitTKXxg|6Tz%`@+WiT?;6=*{s$9{BLi8!tYGf08`8;1I_aw-5HST2$Ju+!XC z*pT<}P65>w*3)2G5QFmkk*AFsSM&{RAu2sh%h8mlW}2W&W1-*)%?4c1VlTCQZ1Q(3 zG|K)5h20t)K{%uDDl5@RLP!!Kj>Q8bPEnqz5^Q*99huYM;4PT%&4TsMry%sryUlqhve1l>(TlB>o)kYcY~TWW zGK`O`r~H-yg*fH62C}e_oQG9K2E)pJ4&h&Avw= zxXVtwN#RESwtka2Y*Jji?&UXr#LbI3n@|nG5r6V)Sr7D100EP?F@@T<6LOU5e$J;l zNGDpDwS>AClkE!yys)J0p{OJAh5-LWE?f=+?Ei6o9GLXUmrxNGj{bL`=}K9oPVV z=2-W6^24+?EfnH)8p2ywYq6q_jkas3PfLOeO8qi(M|YWs9ENmQ^MR~JdQSGEJv91_ zBh#ZFgKWQyTRI#m3m^5#2faS;Y|G~c$imq#EEAX^Z44MkYaB*WdK{zC@kk2l{YPc( zRG=(Z*l3*Yb|y&GAW#0qSry060v5RR$^)rAU8X{za+cmaQ|zgy_`wMT^}7dZUDD3H zko(G&afKb$0?AG`;`nd6vN?e6X7cbhvl zqf&GR1+favDb{?$5tvU$l#Sk$W)cVFI-HvnBM#OLW&&Z>qf-rLxslBwaT8>@)nb;L zi2~mz!rA=_!9WoXV0L3IAsyL`lQ&Ff;fU1b!$qD$c+OGue=Eq- zprrX3Li+?4pc~?B$pxhjDe8vQG^6YD@#f@@paJ4%#rc5vtUQFl+MrkVF%SjOi%USV zc;S7H{oup{z(;@CSLk)(8!>&@FXM#N=J;hK_7``vunqDv7@k3#QMzug-0^TFGNMnr zOF8Y6JUgx{c@~;zuGE#{q5wXx0-xqdD%O4rL3}p0cY$sY?JtoJ3|kP!Bgv4&EY`(! zJFkR*`7^*wFhe_?11^N-oO>wF)^o2SRAyF3g#*$fCMz>&3tqvs9Au_gaRjWT!TOoW z4|zDkWAuRk0^$Dan=#awV4A~3p%Izg&QvjTNS^3E4BHOY4Ny;B@Z=6|xEO-TH>m4N zN1u16@0nLgn{cgzH8mH7C{`MRuhS@x0(c;^)n^+9kK|LOKNF*18qA&YsAiZe2w>$%oVI34n`jr1ZWZY>szfsp}HlGQtD^sYs7yPQZ z9@r}l`!@##!?l%;$`ZzrxFGP+rt^3GfXb;~4N(WH!gL07m3*UTO`#Q1TI-sj3;qF< z7IcwI0xq0}-29gdJ12Jt%tHGDxW-o!8vy;W5-an`@5!@AsKi&VVE6s1#&}Wqq7cz1 zs=8}9xF4*nTIb|{FBb9&#GFD&Mb`^*MMdY$oJZP6{azFIxJph{hVPeHzq+8IZ@ek& zy~;Z2@16O)Ib2ebbML=PWO&+4^FOjEIBU@M^=7Mu($rSQ>h&t?sWx35eIhx(b1trZ zpCJNZGIN^ZUIN<8_^Qh2?H&STU?9DZ2TBnEatSDcXrRP0sQr2&VcZPj7C^5Kiql0f zcbXI+FKY3L;6liz-~ukh11oeiDg8=E;>C{MdBf)fobr(QDn}!MS%)f*&Y>t3^<*U; zB^6d7Ic7SGG;i}GuL3KL{F-)q=if0`JZo5db!$Y0U0dIIbEQ|Z7Qs?+L9^LjMb_^Q zNDU5FwUQQu>J+ielc=yl()Z`=H(~Gap8_m1hG|V!p2yYrSrUDxGyCGU&Hg-`JpGZi zyuVaAbN0|9m&bJ1vgCR+wN45v3$8o$u~L6-rs!wJ$MGvK``Q8 z!8YBt_K^H32*AmA*Z=`p7QcyOxiWafVMw2mX*)dtyC_MDlqTF-^#_taIoY8PJ;xy%?b z;b1g4>MSz!SeS$4HhcB|1J!j&d6G)1`-T(b(@0;biZFit6ZHV@gvmP)q%3Gej#IjB zKTmA}wO53I#HEsAD5%o1U`M%D zv30t{KvQbG-j7aV?tqfh{wy}7hVcsJaczljEke(&u54;KS9fruqOkAeC|yS~la5{q z2zB&j757=6{sz~XR&;EX-Qzx*dG^2IzF*k%p8?%p57o>fKZ6UA2Moj|S$VB!rY%1N z7c$CRCeRp~EEk`u6MZ2n4rd-H#M)@c*kETP7(`^xIz9Ia{d#~?2QjdG`8=ilT zvU$`f;-f4)eRYdx`+e=Zt!*KB#L@QGx~;*%^JBl;0McPebLeb^`B1#H-Q$_YlJobk zbRfY;qD)6BV1dYhjKXZ>@px=H(L{8XuGKymXb0PGAx|utMV|g5WrCZKVepUoV^L(@ z3ttdkJOYYCHvcCFA|0(JZD46O~Wj87h&?z$G3yh1?mjN(d}P^gIZk0{9k#s8@n`T8K@P1D-CsQi5@>^DH)a8 z|2VcU$N58!g=|~L?(DF*OFP3YSw~51Z*>K8-`<6h$i8C!LB0jz+of>JC5e3He%csstRR9h3yPX z{UYhV33PK#zghC}-D}9XGKePFI|;ibu)h=81hpW^cH^G}+@FE-XGyq3Zxb;Rhb+;Q zB4W$0G)Pz=;OIXStDEVx3Q!o&C?+VUV7g{_<~EPdxRc3mQW)C7&Oc}N4vqfN=Iffa z-%FvW&`Kz0)_%Y3mZIvZmsS-?Ue&&mquC1mVa={*4Vw6r8XP8{IW+m_7oV~_p;C18 zWDBmFDEUW$DgF-1uzdbrV$SfY8fFU!>nQ?NCc^_MdT*csGHrFH#~pE3{Qr(KS3N1E zmje`f>|SNo=;F+V^ypa37p$Pmm6miFdN1?XO2+?q#H;fku-ph_inb znoBgd>a&9e6tshM#s$budFI~s3QE4ZRSDDllkbfK#pgrXLIeYnxC{r|hJO?MT>pV} zKm2E=@(IjTJ_t?aZe%K_NYbb6+xHBqj8&f1k<~iMeBd>WwKrlaR$@h?KqFi9f3M3+tOlz}tbhgi16h#sBpA-P z6IwdsI)jBX+)y|p41_c4|0$eNKn`d0GTp|)8JAEv0~1d2?6xJ_ak6b=$+>ZkiZh>OlF2cym`pysELnx8*1 zIW#HLLESQs2)$j@W^O;-f9@OC?ar|)Z2{U_BG}xzuZA|Bcs2W^JX1F+b#SC` zFq6~8+xy$??Au{~WIMhOb=&4vH?$cWi}yM7PQ!USdPG8me&$ARv*R(|*if#HTgXCU z{hLky>ra@8M8NOTK{|esq5&gde&qiW349EEWIJH~-0Q9vGjUY=pJkQp{D>Ta365)g zO)Vw@jq|?|$P)iwfLwv1GMdhFVgSml2{{8V%h47v_9YsPHV;56e2Fvxz_4(|zryl( zE)0DvVX1Sn=Ij-0h<6Sn=8xls|9VleGWBW19Dq>urfkh_1k$507LHkwEWaOfUmUsM zT6Y6?_dzVWa`fd5LzS92-HiX<@cP-`((u!QK<7C((%m&P=m0$?nHgO7L?`Ak{X`xU zjdrnh?mu}Bm7Q1mJhVIKGCbVn}9UTjO;54?z9KW9rLo5b%LwgkltvL5?DN3zC~WFl|xZFF+k& z^e;bk{Nc*4LKYkp!cA`&kSFM&Uz&1>ko`U_v6I@hJN(54~A$YI311AMZ$&O2f9xJ6gJV!LZwFM|XRWEW!;&kP(-UxYau9M2A{B+9 zh~0F-Z>Hn%Y<^}d%LKSRqdo84NI{o)b|7NSUC)C_RRALt>t1GFK$^@|H533KQ~)vo zktaRh+5Ns8RX`9Azrh0O&_E%p%Jwxx!~6zlv|0?*zn2=N(4k z4!$mCG@cKbIi8Y+2RvitjFKP77UQ@FNS@%i=Px4l;A^4!N`#$09WclVgB96$>$v5)IsltjYQKcA1yR%9 z{>N7|GIRLNz@o9YK*Ni6;FA8MIrmzU;h-Z=fh?uHD5T@M_ijc!vkpmm>5>DuC;xR; z%BQV0#HX!$()t_9OSvMiOIw30_l`}ws1c{QoA!}4putdv?M#de+ z5g(YJ*3t&Z5->Og*Uf2vM%R*~ zovg%9_wzU%#5(v9x4`xLbvp`~1+$U~h2R0$%mK`sB?hr3IiN3xo%h5a#GHvrrUl=@ z=-3D*WC_%cR~~b)K>15F^s&dPD)H^=_npbNIA1Cu+sTGL*mv+kVNXY#2~2I=8!}~= z>rq8-lCgSow|L=A)cap|Dlk{!(ntli>|jx9jC_<_uU#mJV;_uG?{rOPL*eVVx;RVQXq$36HBhjlnl~n_NR>FBYT?d>Dlj%zTFGZh#5zA&n|q@i?~F z`&Ou^9o|fQMV4eZT9l}QqGpkO@F`){NiC6k{-Z5hl zX9D$PHb*=bjW&@DJnz0@uPNFkE^p*1XW+)(a4aPIH;&!len%NuR2;%ej2C+7@vQqT z4BG?Id=O<j@< zVySd>c~c?MnxRRsu&dOs**u*|2QCO&0b~!r=vb>_M?)pLg9IM%na?&4*{Vd}(0Anz z!?`h@Zatng%uzLr2Ni12w5rCE^~(VTSQ<+m_#V9W;B+wD2Kc$A=@dsas^eK^cnoQy zfH~MtLBs?;7$rJ8%PedBS9Hms<@HrM(rTZx-Ay*N7fcHClQK#*{%N-mfKAFZHE1>( zgQ(JN0Q=zn);E4PV5S(KLLoY5wzP-0VpJa6%0E&vu|S;Yd$p2-*s#a5(z}9_yv|ejLY$=Vnpx0H=};P z2digJQ;(qV?F@!xN1#|quCd;X^QfvlFQg1mX*97(N~ZcLJYa<*MDCXZV6Ue_BcLVD z7j~{a3~nL`@;`=Wc9s*Onp_t%_LYvHqPqyfF+qd_S8iFg1$}Q`jP8Z|j?seE50Ji6 zT=Y;HfS9)3q#P9zg8T>1Y3yfW+Ri2pw8mlQ1E(oz?#F2JBinV9S4P0$xV+Qj?Py)B znrwCKL9VF&h+xSr$9Xg#k*_bQFe>t!R=dm;dS0J#8nvl?U8SR)T z%|#A%EU^`SSKEaJi}z$;>NWUU4vWu0BWt+{waAAPGW&t5FhP};i@L-c6x1~T^f}=L zs{JUn&Eox)N+Apy5;hqkB&Ml%KE_e=VDNHNb(py2`6j{-mMYH6g$B0=~^ zFp>gRrbD7>J2K2rdtMNg&ZljOrqH}nbrGCTF&YOY;6~i?lr$f#(LJ4xmII%T@*pHE zf7M^CKXO0_WP=~L8$hN6BzRaM|Ikr;49^^LSmECAOz#U07kh8?bb8W^LuybR0wW>e z+q6F_e+3ojJ@kK$FX;$EIYN+b0ZPg*Dv}ekzXuLPa#CNoD6ht-304oV=S9!D#X53Q z+ZR*3Se>tPu-XtPe+Q%TtRN9VY!%RSpWv8V<_Ft4bQK&9B>Z@l zfeT!BL>ksOVJ3* z&4j~G5JD8TiucfC7o=_BSoCd{yu&yk1x7%_hvb^-&6ljjkT~IgisKB%Bu+|; z`l^!2qOCDdD$-&FQ)EC;(1Izp*^mlS<NZFmwE|4@cvR zKCV^kmbbI%MI5s%KtjbM0ZC6GcSz5B4i?~oBU;=G;%b>;xMDBP2vbmm{7I?Z%e2D6 z#f~YQZ4gdC0I2VIk3Jctl`PoAz@jmc1%~{-UH~ZGjD|E-;0wn4vD@asVvUdr#Y?>5XfrjRe`SXOnHdI*j{HvdI>)$fz-^A=j5=1Z=wM^c5TcCL(9NMp;++Zgzc zG)f6$u>QLs>w=AgZ&eD2LWqNAH?U_BH7H!8H(d0M_8)x>zjT-f6-{e>X;R+e51huu z1FOhU?ySA7AZEcX-2jY6On5IwD3{_Axn*&P4;>$W0046P(m+zu#VQAJfaWGKyHZoJ z#$SZ=1Jk&{K!$y>!vq-oe367jBnd+?6g_oySQ4d0RW*P?do4bxt7;WMEm%7$9s&C% zdrHH{DOYTTP_|n=A2PK62*T!a)8x-99&Jq^yH3JaEk2RWw`G*J{Tku@UWCHvBM9b_^myfnmOO{MhpZw0ZNaaSra1NxWmV@-MjfFP^EOb$CHz zEW;S!A5AlDSuxhy3zdt zh4ptZiYJnuEt5lkC)0nA?pTDojyljIy8X%DkHB6ikoqy%)}ZawUdh`eNB)j*3agS? z&Z$J{^$a`tkx^FKnKzKtqw~1?)Y)U`NFR=nsJBp0i4*WMz#i&2ax9{HPT;qpX7D$s zO4h9s(|ezvJ?)GD(I-~hb%-CeaR7fWSL(|&$^S)xFCyWsAep;>m|T*G^yQteTu_PF z%cvd58-|;{3VwE2)Xj^4#;yD6D1t0g0O>OCk=p_& zPP{<(#DPGEC5g8L{}#bT;biFEU-d*BqmN~l+F&)g1PSW@zgZ!}&Xf_{d*o7(d5qYS zUU@R;&O)~K=T^Q;4-5@P@JW{i)J%Z;&OO8a+wg)_eg0PUzezv8fT)d*nu4wfx1?-o z+qaS{zldAzU=d#r1rY7So~wO&i*l^%EepU>uXOo=hGN zd+GX()AehcLpfhNU9>F2M5PR$fT%7dpE@km>6O;PU%LldSj~wULF#xFYA5`hF$Xgr zqI0HaLdcK+JiKUqR;K9^W{?R*7~lwLti&R4(K%irUzx$42sSS*N2cmqUS_DHAQc&cRgO^E;ko*$0cYxf}>JR>7593J+TDFrgv;po~ zz7`H{a+V6;%KJdxC6SFt{l*R6nPiC5EY9=-&ITe~5ROx#{v6*uY_| zB~nnIcEhz)^+DzvxG2z~o*jSA-Hgl&4O-_%q(YR6ZY>02&QFp*we0LsrbNfC!Ht8P z-W>>!`8%3fvR#%0`A$#mHa0V9)XC(R8AOMNct^kB;uXX}w@2A68tvW9T*AosnR8Xc%Bli2f@)y<_VJ zf>c`CkxIlyVB><#xNZX{f9XpME-e%|puHJpg>d1>M17>j1lz zCv%>zz!Lqq)=je`IXnpz4(LoaxUlq^@R!yTBV+;_Rej-OGK_^kSru5aRCs8~215f^ zfc$gRt^z#VDY^!>bAhB|#}(pLDo>UV9m5YiuPCBJk&teee5_1aa$FLxvyK6D^clSI zM2rvwn$w_%fPY5&>if5oAGypiXSjIB(WMlzx&kQZNlmH4l5GQ}X)1lFq#E9;0RWa* z*C;G&a*ND`%YrD2roo~Orl2)?Y%|;5P4AXTT;M)Ei+PpyXjz13!4AtY!)Z=-p!3IX z1?f&;$Ge8{5^KKSOj)rPBb6rI(kG8DUjkBNOJM2f(K9+P4uN2kS#;HxU7ib0bCylt zap-go*#zffsdV3oayH9aW7dvW+tFSDVQy5Ql&Ao|Hoq7FZ5(}#;yRkyB)x!lz z?&R=7eM`V!eIZ^;5vpA56n(rPP%s-70J0R}A~hthNVwv#5_E%fBb|jd(FAKFxg?0- zb6zZC+zR5{_G-I2FYb~S3S!~jR;z)8p=tYYu*;m7nIFmg*<=WV!_A~47)qN*uenr_ z-K9~lr+H*V1OD|GdFzB0oEsNCPnJECJMS#W&gBO85&#!mRlJ1yrBjaeuvH*?k@f&J-VRHpp{FmBg7@| zqVYtXasb4G?u>+Ebq0{1td|hHpAUARfe5}gK}-8wsfR3li4m6VsO1CTCByKg$1iDP z$7!#bTsN30^UQQdw4op6&-a%?5X1JTxBbsPL7Mg3v#xkfs~$D#?>AyGVWVC zJyHAc;DP0OB9UBeQRBh)VY9F9*bVz^3{ZaTh^ux`VH8PV%rQw8`q;D|RbBvkU5y>y z{l$ArzOW$t@DeKxVHZ4jvpGB0QN8YA^VQqrU|T`aCW|f1pW z=NIDX_f?z(60;$QP!F{MtBg0(i=0UXx}g6f4OWUVj3?~-ES90Xur2L{&6@9%jb5g~ zsZYbUOkuAr`k*@}u07mlDoZXc~$fgMp1stHtY66rY z5F4uer!kdz8rZ!)1jOa zg}VQWoK9C6xsob76vMx;5ww-4FX#as_l4gHywO(Zr~kc0^LA1>iwqUe@Q_H(O97*; zcrkmhEYPs%H2lqXghAd1i#W1clx<-53w9wuSN$zV*GpKEsfGCI`2v+iST2Y?BJf7< zKUn~|g5?CcglN>7P2jWtDK|#IE(4Py`S{B}!mWIYou`!dJtr3sOeBl2f@#YIoJayvO zHq3slESt=k_|0YCt8VV#H*BlP--vNv&sW{4!6kQyt#IQ~AZF2-Kl~bZ1q&}iy^in5 zLzq}Hx;g^;QD~-NgAgiu0cIv6sM`qi3?oa1B_m|H-lyto*^Cjj{gQ9KjLnvj$G>JH zCM(Z5lC!vj{SW0~KJ=xGogX=}E7wtNW_WL0%y@tZkNA*JTUPkaaym8`k0i*GZoKFk zZuZsW#KnJoB4zvE*Xv{9>$!r@IXMKO0E?DR-RB;=x1YJQX3&0sWk~V<2b|I+S<>#V z@ar^E{PrJ(hQ<^;`|dx=6E@p-Z#u(Ot!sDhd}o|u=XSyD?3|ZBN*^Wtqy zJR7K+>}G$2bzWO*uCIICQsZG_I*BxT4 z-B#dn>;foWFIcueT{Z`7al(Ub=`<_Lc(rCf_z;FZm?Vs!u(}G)!sdpR z8(*8q`%*}s6s7c%Mh(|4>zwsTWm>RTAp3pobi@ZQIq9Ho#>%vb1hc~b*o(blXg+I!15UjUIym>^?zwhb!ZX1uR%2{4rL8>z^pOyqfTHtWioR0$K z+qtxcJ-8_~91cByUsoKVr{Zhim?##yf3@v~d)!|{Q)aqos6ta$chYE4(((1HZGU;) zBii7-_wW#pbj2n*q78!tJ|H45!n)Y@n+L_}B<0)JzJSt+tFwi~ywSuwHqy$>5PAwK zCGjCPoU7$9ttw8N2i+$S0`B|zho_NfpggXky5C{N8tauO4iwwgmc%p7{a90SZ_l=i z7vokB+>E|9R8AYa3cTx2_t?BGvi)+Cg2cNH$M@Ejwm8|W{<^RBYKhmcmFb!{5ak=e z1!*h*3SW&yJKELn1?*Y)v{GdAQ3^hA`~Glm&)wrJUT}rhVmL9AKdnvU-oh%u4U}is z5@(%^cFBr|qzu}v*!HCNdQ*F>DvxX7&FD}A^ol5YqD?x>@KCe!Bf6m>yQJKEZ(fh? zaHJ(R?aW=@kyWM1B4S0^y=LW!(xS8n=|91RUHprHSbEtJ`io!Iez}FmS8>{nD8CI; z+H_I=)ImGkZBo6AV8CvIMBozS7B~4#N`z8AOyuUS#~q^d58kg2AE~;yF1V1qwK^~Q z-~tu#bt-fiR7)#c^bh9Z!S;IIrm^r!;{X!uIv|i(37z39H-34|0|De6qq17!cJhv& z6jW47jKeB8ocP9`Rdfp34=jg(qIBaR&y*#4_zH`ZSWNsWDV&MS* z!PofM-Sh;{TEm9J^+;tG7Wr95GULGK61$Fe8DX$I&h1pmpI;Xh*@hnsi@t1++efu( zRaALb2Y9JQ&3aaX-JX^&?cmZV`h~>?|8cNr;EFBSDGpcXQ^~-}N~mO@T)FY}*znMh zz%$(CD+im$?o)5u_JqsNyR$v^kPFMnn2vUn+B0xNH9kFW7gr(m^UE)fW(nbNr(j#X z>u3g8HAykxfP_dIsc`$jg9laE8B2?l46dD(?kFh&_n+lhTH2e{Fnxt>&`xkHGN%_HiZ+>H~G^3N_^L!w;0LXeiK0L zi98uz}pHIEO=8Y>{$l`@pwYxMjRf0trNfutW5vNFhC== znoSbF?pm6(cIRtb?v*k20N2j$k=}GwEZ3}8!AF%94-Y9nWewgGhX(^rssjSE2<1~ngYXI3gtX@t)%OAN!w5;2AzE)yhMF7BOCG5G)YS7cl zabbgQ!NB{Qhpj@LoWIP^wAI$mPtTVO>RJ}PdGjX9b2cRL*mJ5OzHS<=9Y3opeGVVA z{`y5hIL&;@=qH<|N3>f=ix#n?t|D5zuwsX445xz66xD@x{ow15C_f(5k=g!|J!KoC zDe-2#<6z&A^Y@|BytICgfsp>!=;_+Axu0Vz#@(-rQO&6eFdKa_)#T5yP%f%-zy2!l zis6Be=T58_ME|)O!#P;eB!67E)&3IrUu{v+$MELF__7quGmM;1LuuEo(_(%Zo>#;w z_|ZRFYBp?+V$~|uRg1TOjpZB^`eJ!Ji*n*3`S#mQ@n(DS)Xp#;Sa!Q>s>JRPDk`ez zCsnbRu6|-ac(Alxq~9jkjefV`Ehf{Lu-i)i>XVwe$9v)No8GD+!>$_^`J|>+6A0|`(ld`+33ZvxGLf^~1 zyd$uuaJxB&kVU9@w?^t|@ppXuhxb%j1-=RzC4DqL8gt_QgE}1^gQ$x*4LJBU03yXrj`Ap}H>Y7pmx7?XtIxthc} zJKh2Ui%MH?#XVk4+Z{Vr8#Y{*XqVgQ+QuBjk)wx*7e2H8aZRl zUE-T=w$uf^Wlj(w71MA{=(4! zZ3Ctzd-{vr76)369_0KO^I0WXi$R_C^p$sJj)}_q*D{-2zT9L!ZYZ;J54Zk(`m12i zyPk)fcb($u&j%yBwtUY_c>P*6Ra%hwqWLxbkKgn%9gaPkh;5zqkf?K_An#e{l*LyG zAgzW>9r$v_Yz-`dTwa^r+g-5>qpnA-1_IoG&g9|`hggVN?|D5Ynyt-~QvRr7WQN_* z^@b}&@KHN{mnenxg5{f^$LqZqvnT9UUrUu>te+3);=A;;dd8E}Tq=SN1v-yCuJ^Nk z)I(G|?kXfMZzEEFF<|y`&;|Jlljqc#MfRWXO|Kl#I4E4Ux#dBv+hJl+w6iPoHHGceVmo~Al@2;x8nws`ZYw$H)1dOc zD1M{SXwG+;mwaoyQylU6S3eIjGS2<9=^Pp>ED53`uE^IN{$9tH^P;$zXlXeZb!#sE zoR-D*1Ec2rYlD2<DYp@K-!$`bKHG6`ReuS*BRHj8^zWkhKe!q4&3nRhwS%zH_vRa(O;hsW0Z=( zS8hBIe^=-ed&7l_7S+df1_{?K*2lCS>jyk|wCm$R*TMIGk^U^Jn4gX+ z>HG1n-Lq%UVa@T9)`XLnFJGQh4UM>eoQ5;fPP+Wtu4xusfAtrEo3q{mv3otQ$LA5k zf&+)($C#DitL=wsfneZca>$pxyWjYF$QPk9E{!CJmzd;O#s2v5x_sBvIL-X$Qe%6i zPWG8{jvGI$Owxb(hhN{EA;D8&az^L}VdeN68`f*loz=rXUHHuNeIAcCZHwa1@p8m( z=`eS75MMh{{G9R9C=jA4ZF~o2hQF4ye=qV8W+PBL7j)FeOG;chr!|B8lQsD?#dZJe zpL|&GPvX4z*Fyi~#<26|VSRzsDd2yCdTNb_>$@e(+zZ4NjDoLU_oGxxciJ|xNkR|& zK`%=}h{6678BwCzs@f_-MK$lcN2Dmquc>cu%Z}AZN^Z%Gi=bAK)(Z+)xti%hk1Ujp z5f_wsOa&ZL7>z|^w@&f^==>q@|9E@rxGI;fVVICjgLGp8(jZ-;q=X<{(nyyyqJ(re z(n@!?fOI#~Eu|nJp-AdC*9OlycRcTXe(!U?-~6GQy{~I#&FZygW=*tuTu`^3o1m1J z1U452CrV;!EIqN7dwF62IiS~QHiMY$anG_0(rd}k%1i^bSmUCdK*188^iJBOguIc6 z$jHXrLtzRGn+p6$75sNXhf|$iU!wux2IB5M@4nYX@|2i}I$m`i0eLp3(!NxwOxX=p zfb4_V!1J+~A3dKQh`f104J;8bblQ1Vqt9rX%2APEFqqDE^>gyE8Q5{xJ+o8CHV=F8 z(~iz?WH#HtFZKF;A(VERpW~k2=39+W@-Szt(7*l3*+fS57Ju2x8Wm$oa5Fd?4)^`l z+&nJ95A|tjmLwD03{0IbsqDIM_*2?-m)$~ky47JzvBR>}a7@9sdS^VwoN3O6dv3k1 zMdhXp-uW>p?=57?Lg9CE?n#s zhp5=a`L}HBn+Q7y*w{tiG=E9HC!N2Bi_Kg)ED|ih#qZkOiaAAw4Tk?Tv=;LN`=h?d z;??4I(r2Ji^l6*D)>%wNBCBgJib<2OhSlW@bvQAuRZgr-6>%mv;}Wm8CLcJBxN2#m zoy}lZtY>ui1m2LGvO7NM*(dlB2kR*_$YgfUBe>2Hb;}&v$BXSMto1%AS_cY1&&m@- zyBdCtu;R~Znksks%6)0yBpTNQ_T1=tuEvep)Yck6@e{Mh5R+FZOcE~{vzeEYsRmxmcCH)?9_Z!?>wB_Zg^ zEJW2v0t;;>#ycgMfH?mWvZLl{oh`&&3g<@NR;5oP!-Pf$`||+YD0lr8ny&|28g4fe z^W^xEbLAz*Bmu)I9a_Z`DNWzqU5>H1%jVP8KE@ktq6qpy9)uB-Y21>fex@6r#^Hd8 z2kZ{3y0`cnRSxlO8V#TmXJztuH27s|@FPK+{m}C;heI}$F=PzX}b?g}ys=EEK zIx-!uv3l!(I$cw%;LmPtvE%^c31^;z@&dzhxiZKX8_e6#DZOx`I=fKXAJ*fvqfK(< z@g*8nd?967zFpsx@adz{y(a9&oL`feeXgHV!X&#^el(UIbL$M+7{+&QF|2=738*-p z|9*Rp#7BIJGT8?E%#?3PsK6_itH>lxEmB>m=4I7(AceE70oA@+0^4J`BO8 zvNPc++azz(BgOJ=71K{=dl2^m%ll_i8-XS2^ds#hYd;d65mb`ou>f_m_KKF?he?D+ z=sfeH6UlE51iTo@#k^k@+D1@{d1Fkl@#<#;dxnG*YPAC|$~e8AP=Y*RQaallM_ZSp zWPZaZO!~>Z9NQeznybbLC}xWEJp`n;AMtpm0DKSNfJjGN zs?)eq<`jHZ6yPbssx9mnHMD968M-*p$?t(UX{+(tS%(5~90O{uOWre{33`tuYwvK{ z=`DW0VBVe`n|0Ttm?0a{uk>hc`h2*JAND@GoV_REUhM2Uw!-=luiYWofbopGsXo=` zba^zml#h3j{M%`Vukiah-noT&mxGTQ%|9638&6iY%a)f-cxs$Ki0rD|DXzwP?OGl0 zGtebWSMjv}YsE%={90ddJTuAptM~DpM>JTi>5o-Hq~Zszoe+h5iVnDzQHKirLd;pK zEop(J84Nz)3{SjjN}=EwY#!&PKFm8-;>rgevflcjp(|4tN$H;^Pm{j6Ig7e@mS-Z7 zcmB$2XG<&AG((G1$Z(duLa)oJ{HKREJ>zFZ%h3PbXQewXJwkB_fwczJv-QR{vb6 zJze485r;FRo?7}>y}XF<$4YaAU4MCL;N40I!D}RoW1)eZRZAWEhuB;vVVe*2ma45_ z1Pw}CbhFPHnZSDw^3@Sxsu8rBDS4R3^@nAo@OZ0WtH9IBMtQE9r@Pt#xDi{@H=X$c z2S_68n{)ou4tYj9A>J&V_zLf}A{q`YM zACxW-Ikh;ocqiD?i`i%v%UscgOPZmkpo4*H>?}JmLyEgT?Bh+j^3x<&>U(Pkv%_vD z9*w2R{tFu}4ubBBm`OG(YiHbkX8pwm)H=SrNsHR@tuG&_`wX-kPrUu@0Umz*i>n^) zOGqMIU)PvKd{QFvtmfh5||C$-#l9EVA9oTx2*e2@~wljlU4sJv2VUX zK&$1?;gai)!huI0w~>F_IP=%z)srZIk#)A|IalVaZRr~G)3^6ZL(Qd4AL0y18ybtd zUxBR)2FX?wYuwnoQ%tyI?E6e6In-GO^A&lXg`-<^y&^MBzhG$!5pcrs-^mx}(4A;0 zmz8L8BC4Wrjj8toe!l%2b*dV9T2*GB9m}rtg%1;IUkmu!w1EL->Snp5-2BqB)|r>c z3x=`z((|F!Dp#?~D=NWFK;HUGag{#xLcGQbta?ItqO2}E=e~ZF;D+B%}h>Imh-#5c~0)m3y%+D=6!aP??tDU*~ zWPREIpZnUcLeqronDfAt|C6WvOQ^Vm6Vsrwrx~ets*(nRE^9^BcAxualIk= zbR`>&tu*PTl$WEQ1_K{|$g&URQ-L2!?fHeC1LdtLT?H|ZLNrTfX`|G=S;gz)JXb|c zrj#dA373B6IZGt_8nv$8QHZ(YL~s*{RDD^cGZOfKDRr!AC;k%&cP9qzbLm69pFKv; z^Ld*_q(AdSGr9R)55N9u1bB>pcMv9$Gw)Y5ptO}_@@eLgAm`V+qe!#Jw+{2G2Q}+g zBQg*>zNa<%wcn<&_SYb!2*M6VA=j)|tkbWJrPw}juJRMdD4NhaT9zqFn|PQt@z$5v zu^hR8fz-Q*gzo*B@i;r*>eOfYxyh`jaHp}ika{on2vdY9ZO-WikJ*(TfJvirB;=Kz8F>`AdQ3)*DB;yp#AY>Gp!$` z-74uUx?WBsaDP#=UVhNpbSe*^bfz0S9v;4T9A}%=ilL6k$;qgP(%HgGimF#6!%S{h z*~qM$ZIu=UFrd@Fl3RJwW}9TvG;O2W9Gx-h8Ao_-+_ufb@xo5f(%fJyFFCm&!K4kl zh^u2i){nL`REr}k;8Xpkv>UCrm5^Kb4L3ST=4@i6-~==9mMG7)f!4QaX=(GRA53jc zN;TfFjmX=Q3>v6*%(9*i3=c1BRTVEh{^_t%1LcMURBO);^&Op8kV1@AyDNKq2T~D&%3fqf zz;3URfH-C>r5%&miXNq<@2WH$=UwttJpL01Ttn*`{@N)Ia6l-P5F5@wu7_w`OEka$ z0v?5|e8uU!kKA*{Gd6PjL_!$QcbU>Vo2ciqH2I$olM)2LOIXurs0T^onSKOh`Rmwdr zyY6RKKD5_{e@QLJ@3(=eevQiTQ52~%Fvw(g%}{bho+-Z#g^K`-+mD$aZu2&gO-*zQ zTHxe4ci-rmO{yg+Mc^1}-n?r!x25)N_jX%KzikE5V0!{D0jCX8wahB_>YXU%J-IcD z2^rDVU976?-P``jhgI2IbX?YF#y5a7$CFOw)fuVakdv?d8>MHJhy{+u-UhxqIleTJM&bhO|{3=n8WpP-d09Asx1?{NPSBhupyyPeIf8Q+_*hHm>-fEAM=5 z&!=m)f#?IXZJ_IWHF3UI4U!IrHw0?nkf^&Gc@@n^7#wLsdtez z@vxa(^P3>Duhs9T%on`%jlaq<)$7cK3viTSWL&nXYKn=eK2kV(-Jen=pOzzfrFeKy zn9RBh<5cI*zy~;$@|=bv2EdNjFQ?D^fIUQ~P^y!1{MU zCqH6?1%)DFz-Xsv-|t$~u;S~jPm`63;SRcZQj=?@ey2y6rK@=^z`=c4^Wb9(>*HV2oMQZU+v7iHa(0%@^QVm+c{N%1L;3pQBgJofW5#~_^& z(&Ay7XI!fjoaFc2`8j($fKZu_ORAnG6{hXA#&{D#Qr_b0Bu^``ZLfjKgu{oKdj5WK zx}J??nubA?Uwk3)>8hWoQgjr4n`ZUu+;}lW@kfMcSnFdEm7M#*Hf`I5h34LrRqZY&012ubg?i6jD#%k=iB_hcKUyJEJzQ51Zy1w+nV)!x@YwK3Kx87Fa`Bm-g z`S*$sdq-a{1D|EoC%(((eYOcE!BSH%&g}1Mb)MZzdLOLuz9C@RZiMx7uvv(1>vbj! zl@3zh>9aK52k5)Em%E5FqDGNPK&!bi7dvzGy^0cw>eXn4i8uY;MXu%_hRznne9+WY zGq|oMOMLz$J<_Z$Qt9zZxHZwcf=H9w{2chJr80S%5^TTLbqAxZint3N%}y+|KXkCW z?f%s|&KH;lD$QXtec!hyLm&x+tbZNrG9&caY|~7W9G)7Y?`w!yNx+pHNXhe*vq}08 z=T9*XgS8R{pk?9Gsa|pTBsr<#3hw1F;JKIxn&m_{Y%!9#Sjt(6e;DrFh~>ffXytoXW0;V>4K# zW3%m93OZa8uu?Wu%vCT%Dqs)gC~fsGKo`{q!PjM&_u&rL7r|u?!A0_)yvr3S!+3At zSuXXd9X+*o=Zac=Sfr$+wOmU!JVc@PADW4*TAT&Aeww4`=^by^93)v{V$F3#sieXa zW@*{q)LIi`GYvEQ55220tU>TFv8NbZ7fuU!XI!qN%s1Aa4sx4{e_~#gTGc&C4 zD7Jb0Rb9nnWcS5VoOPXY8KErnGJLOSq+f^6%_lbFEM$YY%#rvpth-ob4oB=ue|l9> z&Ac(*LRF7kz0NlkfQIVYJQzSuHd_d#r9uZCXsV^TxPP;f$hrIJGW;m5SS1!?_=M_&r6elDfLpo+TKc9Dar;(m0hd4(@@m4P-(Gx zSeY5|^m)RdYni12OMktSH|+Xolpj^<#~cgh7HTlORDa{ zT1esjN}(ztaS4fPqP42jVWpkfb23;#D{(V10^q@Q?|~$Qwd}hx2^~Qo=^a@m7sE{} z-nfDII1HqDLJF&uJ4s>MmR}UEn;XuWUkAyXTa5XHDj=G=Qx-b~4`{lBP8SOe;n|#r z8`YPqhW1Uy(wc7MR{@<#rz|i&oc1u0Po)SGur3Q$(1MIo=GgYE*gH`XVJTalH?qba zsSS4-$JB+N2PE<@IJ4m8mU;g_MqS2HmPEkgTY9cR zj$jG2C-;Am<4d){KE2HG?QB{9CC7)}`8yBv>+j})uoU2VAftXdJmLK{YADCYWa(VW zNX1%Y^#KVBt0DD=FgaL<=E*$mY#P_ALSnNOn0!r$n{20WM$_E#5~6rGY$H zDcAg-lZQ5m6L~fVVOP;{y;Co*LJ9;NY-WGA>I*^gSnjLjM7Bexp}g&@MFCgh45YEm zbKK`&nXS#3<4w;|pmN*~C1q!{^Gnt*nkwtXF_7zjcH2BRlCKJhO1g&JHvlk4+?`V= zkrpy19`Y}BS=M1xbjB`#rlf%FXjP)~$;UFg@r(6s4b|lbk={y#abgvU@IF+bMyN?B zQ<12adOeuQaVxaY^9P%cfDpHX-vcLG$wZF=8Nfg)O(&BJ3wc}ISbh&82jZC#zXuwc z6Z>WpHi=10Ac;v7NA>r$Bi+4ABJSkV$&%ttf!Ze`IhlF%B<&p{*>o5t*|d&4S5AVZ z*UejuR)8b9=q-xg{u6UmBwBZD`(OF$MrvVbRp=%DTC&AbS%r1tMyV7G=0qplNK}%p z5lk5DlNk3ESC-&HEAdN0;%zO%D|rWJoKL4@zR{NV|2{qZ53FPL7uGq`_+O=mNf-U0 zq?qqEj#C!5s+BL;C}3;RvPdn;KG@tmM^@`#E1r^#ykfJQ2l7vd7K)ye&x57Ar&nii z5Dwn?e0U2|V%$H@kmC&%+vw*c4MU=6xyC+6pyA?_yllvRR!VOl(=ml?uj~50#m!8> z#e!v?%fB#qO)M-Fo2_(I!VFqkgcO$(;@IO4^Yx$iG0JCAQW~*Y(31#-uC3TWITALk zP1r?}S`Z=q=}LQKN|}_C-xQV`VSwZ` zWDx7EZseXD3D82>JgQJrq|n?3ynPXA(-8$7fwmr_4B{oSS18yN7V)aQF( z@xXi!o^~a!7MP0NK^>o9gs&F;tfKoK0-4e6b6mJd1S{Byi^@tmU1!(R!j5nJp^F^* zale?$KugTXzcjn%cqi*ot~r>Wjbk)7@6XzN;+ZBUtqqRN5Cjb1coLmH_kNh|Y{#OG zsJQh3{}ouAO0L4Sn!(`@G5 z=VrIZmPSVcU-|_p?3Uun;F2O87>wo9ddM?i!dWPuC`ejNNpLZc=;_5`+R`lDCAgE6 zk$r}LzZ~qaVfnG@Q^`_<=`Z0YD&TZqq(w(+7L!!HM7TxPg49zf?_`^Yzi}PpbRvSh zXbd23OuVxH(sgJE8~?exHQFDRy=KL{APdlY(tfiYEGP3&^rr|Q7UyltQvY(O4%=t-Fm%7b94*qli#1v_X%%h?9YzCV840b{Hv5$(!;%Y9fuk z`n9t~dx(0lX3{z}>5+-8Yq&fv!SfgIqPBd3L7Tn0Bkfjqf}sHxKa7l4bwAhf{6bY5 ze?9{R^dP!O{&hR2(r<*=98LMymTV|g1d6ctru6o8;oz9IJ&F6I2a zC2GtR-3*;x2U-ZR7N@S@GkUk*S}|l1BwEm#j{u9a%gf_iOC&NUM7J`Rk3B}%uol6M z*lB?l=385<3F=4BJ!cqHp@oViM{mYW$1RFq(uqvVPaLl>rSRNJ;UH-P)aW-H-Hi{+ zK3SZ35|0O|t-+$25xrT&ImOb?qf%UlJ(&)(Og*TiQ_FJoK@}yHl-Qz3T@o|T)Wui( zdN1^esbm7tkG5|_o?cdpAs(Mvp1x-_Vom$uy9Moqy9A}Pq1qfIOq1Q>K;D#;)Mb7t zh~EWu>@1Hw_7+=dFJ63?>Ze<@3+)B$E+O6&)B{IC8 zaEs$>Mdy_D=mp4pKVU8zF>+@C)C5a1GtESf&NwQP`M30B=G%Fwo*1hVy=rDg`Q_xm z#W;~y#xQmr0A-JYiJ)Gr;Ocni*O_WXU&!MO0p=Vnnz6@*^0ax=X$Z&#>Hwam`xqdP z(ZWm!0T;xDWuO!gPZ+&_z!r0yALi|&Gyd#Caxt~K>XK#{1oW2dtgT5+F3DqFft9-v zNAAePR?1Htzj81|>ryC=$b@~d7cXPv?Fd34WyJvk@#ffA0&HgFoDgGF`E|414KBr4 zstl_T=~s!FNE3wtcqr_ptt~-n16)oDF~?)a`XcfvxX|W3&}IX*^9Z!Gw$T9pY3|k# zpaWX)lG%!%7lI94VE>;AHdeAod=1~%fR_X|%U%||`7FB+mP*!>LM8@ATm?5lU^dF#t2adTUR zNMDP+ZCAra6AM(ED#CoS&OzJelggfV+s78#y7BB8<5KaMVtz@YSn*b2e42!Wgq+tC z6%yn6Si5!u`<_i6qwiXM2aTpAPQ6$M1`0Q2#8xAs0|KWTrSiM64_+Uc$^j0nCgw6clHEu z$u#njbA7Nt=;r!%yeo&zx|anareoXnpGkN3#?bKK>)-l%*ZO6BQL&hQ_0^7Xc82yg zU=C!>kAwJ;qWfv*;!#2EoN^6Ssj@OtVXJwj1cmsD$O2emH|Lf0t>>Yye$<&?{dxUr zcc{~V6c1kL_mgIem(in##}kK#;XL#}UD9S(^(!cVV*jcA>z%+f-gD;g2aR!kCp9FQ6>Ew}NIY-pTfppUHS3O6~UJ6+Bwyy6#Pr zVVWxI-WQI;av~)-Grw`>t8G%JIjf2Yg72y&o5nj}+rbmA+H{s>9g1-@QN5?n80sXq zIH>gRU_V4|#(%@fBqkdK{Jq1F<{+Yi`6HR<79OOMWVEQreFs!e=4S8?KgI=7=6#Dw zVHR3S3_H#e8}D|g_a#Sh^?iycTzSmC*DNxBWWhu4nOpWk76Z7Jx3?L7A~Y*7k$f`&Vo`cTqV!LSSD3h(yx}jP4i8<@+Gvi1+^*1 zLsRpDXdrZ2m_MCzhJizYj9dZ$^FH)Uw9YGgiU5i(0$dIJL-j)eDshF)n`z&blypPr^bj!tEI9p z-qMqToa$fb#mdH|yL-r_KS|dJ47K7hBTxBQu9E$bT(D^r%NPPWJi&Qyb$J zw9FvaM=NBKqxli=QqQ8FJbFC|Y!~8_3gtxUkE|!#jB7wa=(o6V6+ilRHrZp-7nO<8 zw(-Zl{Z6OJj|0xukWQpO)9bZJMKJovG8gGvUzE$`#f1C07u{n#tmQBoyV|X3#|%xh zO;7O%?{4`Z_TBQ>>`JSX0{zDd3XQ!RKY)q5eR4hRwb-=_3)edFjQnl&05h8{-zh${ z+XV|N8BKkoM$T6JM=T5^lW36W%6DZ2*}_3i2Yohk>>mBL>5c{-JSgRU@H?}_*$^XT zPC3Vn?DV+z0sRt;G;p4mD-PJljHgtjr+2Sm3(0;S8AgPAyx^ZLe#~z(P7BS=YYr7q z?g|7`H<#q%+==Gh$jSY)qnoJa0N$<6P!ARy2Xnx*gnrzfWKc+ZY;flxQgicY z5EC8s3_Ie4?;R;;%9)YJ<#$|OqnEODZx{r3nLD|e3&~d`8dww(=utTq4CZS|=Br)N zjI#4WM~M4c<(CQ0%(fR{Jbg0-R%D0^ZxD!viO34IyFn{vc1O<+zG6D<<76o!)^aS} zU3|zb`#IDowovuSMVlM6RhyxksCgg)6uyLn4r^Wh!ZO&f7a+bG7txd=s?6N?uDlp) zY(bs#n09d$Q{bnGPB$Jclz9!ftrS;{e7D@vaz9dQg%QIu|C)TYTl96=pB9)Al<)Oh z(9mH)mK!{FMX|2Z=o8CwMv`y6AB6o3yPbX8*$|KKIPf)WO1`U`<~^+;Jfo{a9OE(sK4}RE z2aRm|1dXKN=&MPye6Rf~r=5_cVc`lk(Op@ak6;zdo|s|@f)NvJtLX$(#H1D=fXAPhErdSRlBv-G{oS9riHCGb~t zv@IH_XKf}l7i=IX*K9f@&}m9}U9yqpN-B`%WSl9FI&8cFfcrrsjR3N9IAo`eMSJI( z7-7amYu?=X8+wo91Yz?by$nI6K3QkVBnQErm#>_ISG<2u<^g;%$6&j}@5!LJsGFd; zMC|Z#nwV9?k}IFasD)79Rt}+d0^4fr_zEpTuT3c0a#}Fs&g5o$KRDJZQxIWiz)7WV z#gE%p((Y#^$CaD8+si0{OTZw3O4V8%^8{9P^z&_T|7c+qP$d6|_q7}h+kYGj2cJR0 zAO70rvqgP4cy(s1z3$9RU!H5%Jaj3(TJWS#o@j&ZqnGL6z9lyAvz0p~cc`+z?VnC+ zFQ1qX@HbU|641#LH@3LvmLSVCeABIOfw7yuNKkOs>bAP>E9ozN)bC%eStxDzdL3Du zo2!2!8S2O2+IJ56?tS~|4Ten3I_ko9pL-)xK{gn(x(xXE=aySL#}hl@_Zo*fTTdQZ zYhDww6h5kXU$P5 z-(Ov_nhV?C=6$SlzP3~o)+^2w=CCVkHKIN#k=eq0u{T+DbehHRbdle(o!?Rt$yAk8 zJ-I4G)D^5J`*3rfmNIt~uhN}59{0F2yZ;94#53_%ZnogHS^4fR96hZd?Vc{2&E68Q z@0!f?gNLhk!J00}Q>H$>YvWyB_ziPVf0M__GK!uu}8K}6G z<{2v!s-m<&73}S^qfXfhpp1&8nuyhnM)Y9ZNCY8j?>MsgyR2+)`utV)h>X=c8V^(> zh$c9PiPL?jo|VT=(FI@FsryFt*R=&tv#E4 zt#;vw5HMYR!{(*r(v|^O13@A5hQ)@V4xUUJS^>lc6g_$E_vi`qU>FHa03jw0eGiSGi^tEmIdmyaZQbe;?9*Dvq$-#+!f@^czAJia~!;piK|hj#<3c>C4nn%!m)UVV*#Wvl*iZ# zaXe*G9Ss}v4IOPAX-F+-`xF2`WZsD=k9eYAP{KkxcqASaax3X|*8t+4KO1$r7`akw~s; z-apr*?@j*@igf_VS4GiB4Cef%>NMeq1*__m!Q|8}w_L7-AFT{WJuY&x=e;U0`JkOthm5TDrNeFPadZ&5U)ABu-PAK|rh~_A&}a{_nZ7^1#Vpf@ z^*|>M{i#U8RSky9IcDco2i25kN705xnVb)L^bUHUs`4i0 z4K?qyq1=m6GJf}QuQ!%nd1xti()CxAvLW9#R9R`EBG3(8D5(|~a~5e!dNy*#{J^Mr z@kFPy&TJ{D;mDKRTv6e}gEj_NEK*dqu5>@i-2m=2mg?@?OipH<1|~mJ1|+{c2{!hX z$?cC~@yZhEo41oU$t-ftk|#)IxlXg@jf;g;m+oI*DRbm?SNrRPo{TSkg-8nF;KmbD zw%JTSa_$?>Jrips@Agxl&&z+#n?#1ArMzRNKQC2_t>^5?lAp^S@P#wev%URP_DOA- z^uolk!p0;Sl{%`=~xX=qw=tM5cYWGLlpQiBM=zsgd~zp_hbQY8g8D=xZuen6+v z)0?-XAbEz)gz{K)pb6-S3Sv}rAqx=5Lo**&wsHpNSo$`;@$?0wf|N2D*P2RdEk$`J8-iV(046KBaaoa@F=#X*$GP*z zx$n^<(AS=B;AyC^9B0P9*wn%wrM4^ok^)XMX?)+%rgQN0attqY(hDB^nGC$@4WGpQ z)F86k-<12WLQ)r-zdN%tkDz8R-^@Gtr2{C38+7!1mcedkdqRVDuR@>o_^#Rp;bcb= zDw!B)QEvEC_Gs9}-J;+djZ+VbT=?kuWhYxjN+K+3%R?xnzaC#^jlZ#9gx}JdKhrl( z_ho!n%T2wdIIkjBJvzK^IM7Z4yKmJVj<z5q5VKgntj{`m-j5#HRP`3i zk)TI~?|_?c^)`*a+g^lfR3DDxp*RlT*(=@5#43xk5xc8=cOAA}6|46%Xm0S8Me>z( zIwtDy#}R^^s0-yaMk{zF0^&_E=NIsY?viwCoOPS$R%Yo(hP(z ze)?*Rx)zMgfFNdU~YJ$zkEpU*M8>?P1 zvP?-$0#@8<7s_Ew%Ap-Bzr;zcsOj+nj>p zQBVa>NRMj*Ne3d)OQN^dXCr*G+Qe^76YQg8&n5LFb6$bH6B5=akG0IAmKx&DqtY-= zxk2{>5}{3c?vkjAz^ya+IK{#(rzk58ej%Ld!5}MhOEJP=3{;v#{70>^wvlT>MtnOc z&`wH4df}JyT}nlV9blhGHFr)qHCw57YE?|l77(`Fjoie29fO*rVVSK%km;fD(>D91 zG0SqbwqnVK*=hxBu@|qJxCbqLJVNbz9o6O8n5XLrLHcn-Fj0m46OQ`Rmoi$L;NSy| zsG*D>VNVcDZ@SuXdV*=s+j=eUiie#*!{jnZHZ%fIQ!#pil1oE_d+wded_Rj*2SB*3QYU? z%BwTokc^vo3lHbmpe2)DX~m1(3jHG0M81L`tD9uBPr+8oxl-(%iE2rsC>qL=bM{mP zB5fczKf9I!wuCo;%o}mF{#2|cNfl8ma5v_?I0u_SS~b54hlYm_rXH3j+;x$w6Ma-< z-up#>`u3Q!AlL(LMe3AQbgZv^N~*Us=-KrBCFE7)SHU21(3|(pHc`@6dXQc48I5r_&#mnUyqCFmO<<{ZK z-)5{GZX^G!W(Pa};TWjajfS?OIn;#EyInm>9>rD{Vc(vp!VbC{lq@&dV8I20PA#oY ztrzsFtYz1ZH)-_J_zUk#{_MV{bTlw3ozDJxZgWEE!`9YZ`@>GE2Qpnz5mIdU-@|>v z$h?h*vB(oqxM(IvL@=3)CiXvA82Zt6RFr|dz+H?|e`mO8g_pCrH3-g) zqgIk5p0;@xsB4fy`O)fkqXN}f|}UFY=y_o2p!EgDi%b>{7N81CEQf|@AX zy5_Ee75@JIlf&a-ovX~Ef`Se0F4!`QPDG#rflIy(INk40_flpN`fIf2TPS#x?qw1< z?Ju~Ybpq-Ov_-$qvVrOwY|Mg_^Pv2}BB(KdD}O@kiGakgYb_h;TF`mk`$u%t zpk}}~W^gcnH`8W=0v8%8?meic0RH?3PlY5tpg9VKLqiG*&PIlfP8B~52W1z~!2m3@NaStr|v;==NcECs0k+A~(oBUW=i-zM@{sfNKKUnBDM?rK3 zX#Tf&{YNrG97V_uCZnU|WxPJ>+7iGZs@l=kwi0?z@;<_Ah!-oot8{7a(|ZCY?Ml{& z&hi2{o}&77RUX0tztSlJ?>`_FCHH<5#YGZ=Pd8 za`|XI%g>So60LcKzlzqsX8{ZGlS4EFNSrn=rQi?UlLJw2fkpx_c?`WCI0+Ev-XIhC z2GTaJzc4km7P5GES;V0nr5ke<)I%e2;*S7O+7vWY{7krZlDD6_qD2jf_2xe+4G0-P z3@|~}7ofr#l>~qIL1F@$GC{u0I0fjBy5=UBZ$p)GUI2LZwJP_4G0E4hv+%E5l+R7* zz=~r$i4OzQ-mazC8GnwF1_1=Zw+rEwS_H*l00yF~wvaAV)g_~+{8d*Ts!ARDz=biV zl?Xg`&vBky+8ds@Cs>Tp6z3})Py?*lltt%62URA$Z4 zPMQ{)vf$xuNImXO5xBL2AKMJ&;V^^??MeQqFM>4pMXRSvB7uK8Y)^%r-<^tvR33PK z3u1rVa3OREDT2R$7W^RwpgAg!_o8biek29#g8wI#b5m2QpQ?*sgY52#*2~%VIxO(rT^D`WwQ_*ly|Fic5I4Hk+{}Woset^Nt=q`XWf|TpOPUbih(F0N) zZ8G19ystndS?-ma@Vo**`O|5+ISOhX+$*hKLAHRFsPB~;%ZK@!gg@on6U%v7AW%Pg z2O=xA8$PHvFxpLIcY0(7$JXp48jg*u*Z?mqyw*`?6mW}xKKB&fYa>fsCUj2;1 z2s%p@mHLhKf5OW@qwP0d{zoG3`Fu*@l7QF_w4t4zAHHbUn~ABRzvN{w2fkFGUw=!0 z1l&{;eRyuc#o_RnMpN^)OP1Y)g;ONCILYN5tcYJNVwReH99P0!)=&1wgIf{f=pts6% zO!QouT%c~1EZ9Upm~jGN9P+6w@FAJV*RSXbMSpx%V-$MU<^9UiJs)5Fj}(u<(Dgc( zLWZU{4F7dzv_bdV@`ehgi^AFo|)8HaQYqG;6Lrl!U)MT~hHC5=KKg@&mX! z1l?Q;T4sHB_+CFm8=g2_I8G^F==;H8;|@N9YhL3Z3XThwNfJjwdwdH5@uTZ^;Y8_~ z-3xeE4=&)9>_&eat`4~Ati$xg(Lg*aZA@Pq>Z_OPE5_AAX)*}?T1r2GXW~!iW@oq# zS1BeXe*QTxT7l}lg2s-%utf$iRgm(-LIDf%vDkWgbvF3%GLGXAl-}<#Q6r zE^&3&6cY`S2_;DG?=)(?!cv*Le(YZgl3!S&044is*M3` zQ_NBjycN2U197C8{M)p=bhO8k@Xqt9#x$j=@(^){4n$pC=0oHbSWls+KJw`n)LxpG zt*daVlwp1ZZk7Khx!0FG>Ld?W!MWT1E^GF2()9wYdS(e%**7kot8TFFlpsZ9FSX3 zy6(<}un$Eq(h}mz*ZBeD1A~PEG*bB)oS**1u>PZpZ}6KOc_2Bj4Ap$QXioC)f|nuJ zNxpi$^UBp>YD93_wSr>15OQGUH$wg5mi_x+_nttyG49)^M$2e0PRy6}K{Gtbd8n`+ z+-ir=LS%MpHH4Jgmeg}dLI8{XJ^T7k+We0xT&ile1gaN`GT}?Ne~;fi zSqPp>>(yH z_=bZ*yZD9Bb12-TPNhajEbl3YbZMLYNyHzRfP!zJc79{xPjpVg)y^O21dqUj_ zpRDe1N=CV8(N~ZZ!iC}a_7)@wxZ&sJx)5Uv3f8ga5|-lp9=oZp^z7%ie&a?Eg0w{1fraL+)@4q8;(T{Xm@3N)(k* zIAF)kteT0Hs}s%tU7oD}f54NoY@s(P7~vcdnl~{@co(i~s8da-r!EBc|HOm;H&XvA zm<~Q#$yejUS5T0GJ7oOkQUErp2;kzq`vs0sf%`;2{{v~MFETYX8~!&N;!VFz?)B__ ze)Ei#=~J3BKQ&eO;*Zw#Sr@*hP<`@>f_Q(m8-wf4lhL-iPwf6-U%dBrsc? z*8vg#&r0AY>qV?ti&s&@3%PK+Q>>>@3=1q%6WlW44i#C$GYqE)HI|{-rh8x7gVgaD zU8FoVYY`bg{%e`GFbNN;HMI)@42>q1Y>%Epg$wmCXOM@vnJuN&~D9+V!PH zG*VD>h7SR82VwT(%14bapbGV|ql=j`Ue$;HuEhVPsNjE1;$z#sS&#K!m{aV-&D)ZK0xlJwCIg8C1$8AP3VfXYwT`A_MpKx4nB=dJ z|9IecISQ1n0!L~OFG^RDTH~i}76qVBfB2*DXdF0D|HS;ipYVSj_ouT- z3P-QxX8q|6W6sK0)BknGy6vDyzv<%SbjzXbpOtV-a#r>he-|e0|J#L01E9jBeb?IQ zuvPluKD&C2KDjtIzqGnN6ig1>a8D`k8HKx>e<;GCJ=LG#IX{dK;RXcyXUqNN(uYG7 zNF~aDg*?u4kHekp97ozm$h*3(F^}-kukhIn$tG%Fj|(8YAvT4GiH!1qt}Jrfr%4!w zPRyJV_s-<)jrXcsb}E}~j+2H0;L@4dk`*5L)a3-`%S#&sb9DDEZp`Q~;gIHoZdiCC zM0IE-2mNk8RdWu%7{=t3D;fHt;(W#(euv3HW&+IA6ZWtL-p%ok1ja%p*33BOKs#xKXs zN5w1%emf2H8{auU3%Hg8T*CFo!0(96;r9{^ZA`-NGD_W^{P~s7q7mwM)NeA`WjSO7 ze5}?@-5&l7-kmMkZoPO=V89Q4VPCZ__SO6FYeEi6^n4kyBW%{Rpuu`-I1^)X5y|zw ze&o|2Z)~mk@LDjnijL;p1RMl9s{nyz9OxpAcB+rkaDb_Y4lPcg8+^e3r|`?^hC&@V z0Qfzpf)z?LkFDTWBn@d{a$nqzMR~aWOE9&~Z((&W6ZgL`di?cjI!06JavpoMt|uIl@AFJfU;iX!e7d}`IYAK-TqRqM)+9JuU*dkXCx zpH1;-K+xn&Si_MEdXQhga|m6QGvqZQZ`Z@!3dc)3ZenjNEa3IvD+r7V0kombC}J4A z+g@5|C;+OU&+Q%cdvGwFeE`XKo-jj*rn7Q=s~tnI21h!YswJ8 zpii!MRA-j<&ajBXyOd^aT_K!9MCXOzGdZpLmDB`1RzWen#f$?z&$l)E>q0wCygF0ypp+j_%7V4=dsyy=!T`x3X_@vi- z_vt_!d~SjU#uqFn|8()^5HvulX8r2~mx-JO&gT;0In`;E&G2uvFv*v8!Va=90qpi% z_S>s<^0YM?aJm07VQmCFRjBJv_Y%%8E>5f=w!FB$hi}WmlaJ-&UO%`5?-QA>h9Ywy zd?IF|Kj6yXQz@%w{4g|crTN{*g{Cdga8=lstZB_W1;;?nD2vtSi%Y)X><`V!wN!4q za~Ur371b9ETjhjpTc3f6C)>QbS9q_{Y|ACR0v2x|IGY8rYHO{jzQr;$#~D92MQF&C z<3?=kh?*zxyH%Y>ccr*DgBc8bCSP>pbp#28|u)>qY8WeLJa;wyen4$kE$2) zgr?fkJV95xfbJZ1q*WPG2>{~rMfg3DsiUtdZ&*QN0KPNzY=B>Tn~ExFB=z9p`u5+# zD$p^h`Lg~zPRA(9S>K0Nd| z2sEh%@26JY*irxgXnPZID%bXHymotQw@VYHklMQ%8t~0lFEnce0^+1oiB|l3Br{pHknfzIC}$5q7eo!?!jjqiAu z$OL{ypICZa&1J0$wI*{Kzdi5wjzw8zsk+eR|>73`h%L~cr9G- zdK)jfO+A>qYWcQ%@2Q{G4<=i)Jv*9upxE|onUc(rDE4p9hCi_{z{_kki~9**iMfCL z1`heEw=XhvwC>$V9Z#@g@Fvg4iMMg6JT#=UAMcrgckzd@bNS`!*6P>ss--T`TTqF< zPDQwRM)OGjndsu()rhOPf?EjujXal9QONw3gwoTvAV-opQ z3tv6&w_kV~J(89`J|wC5tK~AqOZ{&eqD$kpX%(zk2vP3aWBA9-@g@OvRwC2iRACR3 ztUj3V@5JEk%s7reO+_f~CMk1!Hl4J)v%9Eg!rl41pc=;xI-}5+^P>>Eld|g$=WqHK z(TzLkpC%@{LaFGm%)|B6mZW;}^xH1F>Ma;>W!oKic00ralhD|t;13$;;#o0fuZDX~ z9iO`8b2JJ@#&f1o55Z$VP*Sg=DcX;6KNl(uz!MBj`pvkEtXs5tovYT-(db)h)U|%a zskpVLFUWD@He_y)L&%j0f`2DLA>K1mRB=A+bnq01Mbw7-nq8Hn(p5fZ9UYP+d3ob& zUn(-*&nl?KZgM}1pn+u1{<%L^KwwQjmOx*|c!M*16XO>kMRL|xhnrPul{=h)r| zA6Z|El9m0_cGo@Xjr&$`uF5I@vW!3Y4uVw>P?vjA&$?{tD0M&kWUa+tleQk@bqrMz zI+5o=x_=FMjh0#v`sQNa%SLJy5?d@%$L7g>JAvH%o#fj4T<1{^z@#C_r4-VX04gTQ zwqH392EaSL%(V@G9zvbJ_D*X+moL^%aI~+T=BV~0gS*Nt>`YfjO#Hjc8fAs^&tEWc zD1Nl{MPT&tK33SOq+@X&4v{%f(|r{E}Rk zMfUb<+HzhYP<==7%-8cm%vol&24B^JlIph`q(A*y7+iSKA!wUtVckF=Na)+wsST9=YEU>Du94V;5OnSUTRnQ|Q~4Fn!DrneOxFPDf1C2ozkor?cMIkY9eYCiJ26?`X{f)ojO59ttbiiXke!NdNw) za};ERy?KWpolEbH3Oi%^9%^YS+RpXSL>JP9uh1K|So53%|lotc3-qDo@ypwi8_# zgI(-86^)+I44!dCf8&EKxB?5(V>Sx~3HYC{J!Q~_`{brkPM6V=eW%#**52o)XLzmW z-p$eyH*u`;7Mov>+&gnl*t6)MC-LJ=#`f}Nowrx$9iuF`vnza4NL#mAp5K*-O4hW^ z6@FXB9VmR;e(%H1+1uxTwNKFRYqxCq@G&sA+ab%ZZxes3s3~8Y|02x1;(52@`~?3y z8VP4-aJzLhL(N>orQ06I)y=9knY+E$JEX|{c;t?XQcolK+9#jHcUmK5?Pk~`Yd+As zYSoIuzwwg}Yn2pD?s_gnxkyFGsb}twJP=cAZGP}4Y^QSCxfn(=9>C{rq-xh6dBD5* zqqN^Ei7`<6cF*J-g@@pkj6*O1g$f#X=j6|O0995|&AO(F)~BYgt~)=IQ~bnMoX&f+ z*X#Ys^BK4nsS=L8*OlKigxWK1z%j)QCk@lSde#Aean~yjGj>Ce0B+ORjoIW)Cn)R! zfs=N*f4G$7PvVHMOicUV&{r4B(GyU zr1LM`1-Ob4R!t9$kMAF$L48w1?5C^!RmV_2XV?sliwKIM%CYJl`GZ}rkQn%~nfh2L zzl^dlz&)T<6s$|tAu8<9qJC~C(c-gQH>Tf+>0cBVCr5o=(alA1mtc31@o7)`l)D(+ zaeA?!{|>!%MU)4tFL+-0^41W1(Y$|TG?iB)5?49mb*hh;HQ9g)3TprKfA$N_c%6~-L zw{y12KJO>{>EU^IioD^fxJ4E^e%t$BjIez#3~zs(*xGkK;bQhVhjLzb>oGyQed(;v z^Ii#^-(7#)uysgv-_rn9^9tYHp>470COpot_1U&jpOtH_R(K}cj4MYJ@o%^r?@*b8o$-my=f$#@qAklE zT!FXl-JvE-K1iiI#)bbgRtV?cofYZXGw`#GtR!}`+jHEA1^dXo!yYB|sRS~3-svB7 zwkK8Vs@sFJ7&5ru=P!-yJ@(&R4Kb{*rL2~QoL&0Xhe;lgQ&?9EVZ zj?J)r@TN%^@30YhV0i2U4xD4d_nuL~$F4pXU{MKP$< zs!~A}U?_I1@DfyEG7$^krSbQ#Uin)W&>Qir%{Ow=fCczVo36l`Rnjcr|aQZV< z@^~89VpInI-xDOW%C_xw#{$_uYv07getK&9`dMmC>+K{(N5jbQsp5At@?6%{RS0ed z9Er7F_HE0qS>YyXXRYRk&ipFgKC@uj*BP@-y=o2eG-^9z0(zGlrSq&Gr1U;CkcqtC z003?0OTW(rwyr(SmH+MdtPAKom$X8m$;cc8K?s`k`I@+#Z$w~f8IdBvhNjbF4` z6#FpY&7ioOVdYP1%9VJmxc#EeDU4eVt!vG7fve_Zl4^*PIoyHD9dg>+JBf?aHqe?w z$IXA5#~P=D2t0^Nmjah(wFiC_cwau?a)kPb^f?jz|FF;hB92>^ zB{O?;MJ(J6+f~tUvqK~Ig-VlM>3=U5H6;GGbN+^L56tYtV~*n$Wx?#{#DhkZPpJrf ziry(=7vQJaUFeL@Ctutl3Ms_|NNZ_+gbw6V1DXT3Ib1lXT8%xl>3gQbCQ)7awb=#O@l`8}z8$V^+Ae zeXrx=55lBJx_3V0znNVX(jXrf{92&VF>zFFo!i)oj)@IpjxQ}67+FZi+On(voTYw?$w!LWS);VkmC@wQ}Eurs0AKUOW~vPg1`V75v7-g}sU}Ot~lq1G~*PUBakn zUoBjreJ4D`GhKVzt-UJ^t?KeN2UOg8n#$ffYM6QY$-YPLw;P0+PD}FB-TGNnz9rP= z^X8ownjh~DFn`>_8P)xFz%FsxahLADcMn+_32D%g<|rEe>m0>BgX1xAahg;v$>;b) z7dqPbRu*qOPTj`;TR-qyVyhe3Q#S7Pvq~y}V!wqvQ1EM9_GkQ@)1YBraJA7Dhe={l|=WRMtw0JW|*&Y#7yP%dgqp)S(Y(Fwp7$58v$Qv1huX zEaB+(_Lly)vrXdA&ExjEEEspu!BcTA^b;t$!dS%9&HtwrzYE17AH^KPG)r0Qk1SZq z1>S{XKndF|S4Nh+XR|K<3+Cw3I?CNlY%AaPsA^Fx1U3zT3^w9MCfG^^(SOE4vHjJ% zPE;cVc*MmDhL`;#a0eWk%^XzP!~b^f#0Wm$eb}L;k#l67?h3ad4NB9{+m{GkvUk6E z$E7**3>T4&_ji_j)qtNZ$kwOc-n!B19CeZW?XhO@Bs;ds%hej;mt>67w*BphDwS}# zth^vH-jh7PE=X{`-2fq(TlP-J^{p>de>GD$L#f zo05Zq?Hm4Z6XS=-yYnlKHBKN5Odb8E+tb<z=!*`!rbQFj;6$NDPJYhVKi z6nLo9cHfohDLXunY&L7fgu#PrrVWLc*To||T;;BGGqDs`No>W@LrsWF2KY;@IRna6 zN`n;0CuNjssT|8Ed*ruig*+V!9PDg$_wr6gQ`(8P9!*kVY%zUdKl+Tb0vTIah#P|{?uYRWeO_MwOzs!r&BwF;Ud^CTbsBn+aveW zj)58qEiAt%st2PAwi{?z2sO+N@NfHrdO?8QQnrDf4Oy04J<^H_6jdic?AVd;0r4yD z$sOGx_Nwe>ofA3mB|Xo>?2lCg5F~!g-xMJ;MPQKg(FElTRBJhWR!-KvOLdXqHR9)) zQ=DS4M{x|z4M$Pt0GC%{YP1@Qr$F%%)A{7-6cu3?(hFH%>%FKibt%j)6hnPnLkUpK zeu#93Oc55Wz}#E*`iLyY{>Zkd8!ci{*j0tCC2XhkT3|$b&2%nA2ci}=+|`WLGYGz7 z&nWcKQGBzHYCk}M={dvXSy?|dfDKs@i0XrqSUmhR1kja7SB@5LZv{#X-Q|+-FlA3o z@@)r|5G!Olh5GjL6CeWcP$+w}28*Enr(%GHg@N9!T)#n2+i-gi@+M}!5JV(NSM7RN z_9~WF*a`SLWHIt`TFdY^OUHi(a!S3A`JL^-5XKv>YK1%P8}JvXy&T%>OHRI!>H}{>8ak96=HWfBU*R zW^D{k#47BVwRFPdtSafpdDVY`>$<_j7~nsmTlKeM&N-5RT$A3ekr+zp(g4LB$<*Hr z3dU(Ws32ToO7RB$vC>T?!M%R#*}WcT>ShJX1!>O4ZdPwJTNkrtHN0O}K%o7jX3mWU z6VR`kUO)fHeQRNuM$KrfTKujuV<0AT(^9D+LH@}xa>0Igtqt@DuIREF^Y%IJTLy|O zQYA$Lv$a2hSAZp$8_eixu-vA5cN;vO2nUJRwQe1!GOn5Mn%LKX0#i+EV{=iA z6P87=`0J}6Cu3`1uQM}bKtiq_=@m;1QabFuh~OH4zi(TK&^A4;%?qU%IZQTfrUV|cI8UbrT?xxf>EV8zbIX`jp&tKll_ zckk6L)&V=JdA{1?W=TH+6I9scOXQPvaeU$}u^n(>-qf|&2b=^>0ts9lH}xbzBXR3_ zfexRkcLbTv9jKnYg0>HQf!tW7tLVOyQoY#ju{-16rhln7 zA&Jc1*&WHM;IEw9!F0@)mxD#{%0z4iZ;7koTz=A#H&pcm#9^eVe^j9j+;^r;g4f)wU%J#ABAb%1)Ea-!nVqDec+=Lk^KQv zf`MvZef+B^9WU%fx-7jHQnfCFv)IJ}F5gVa#qU9-Ft`*@)uLL6>S867UPb z+(if1+*mV%Y}3@K@ZHQ#dN@%c2K4$UPV38E*ge!#;BFIfJ6?r7T7usF7OWhwYR3GR zTR+o`D>jhkUhkQOjf`)B{o^}z@Y45wrlR=f9RX|zuZ%f+h{TvHoTyE>CWJL|SMn=( zL2pgjb`;N-sZ(PhEWU@+0^Yj>3Jvn5!U5E@By{cQTP`5V3>Bg4&~5v;RA2;aD@~O% z(jv7!-*6O7X|RsQ^!FRMVy-P-E(fp9*9U{4Pe$ENWw`?Vy2`RMv|Cqpx4+z%N69dd z73&orMB-Qo&plC|PI%4&l)BUO7HmnqfTPr9I~YNsSgL%J;q9uA`;+slar=bp=+LodfN<@a+xH>K~Q|3U)%W z_Enk-zmO~2PO_skZsi5ucdn(~nLUi>zvff&aC|4~qcnp<>9_ceD0Z%8@f*U6FH=%Q zNFt4nc;znS?=cK^!FHQhJy~hxr7Oh!A!#6p|V_3eM=yy=-Q6@5+__htAWke$q6I1y^GhO zOY`c`BT{UL1EP9!C%^!a6Tm}a0By@09YXxW(6XRiX!71S2~SF>2ouVk_6?$nw$=mr zNnf{Yw8SLi6{XDj^KQj-xF~ij*cX7c!>yIwA+C6jSIA*tg41)LTp>f!sZX0Si)w1Z2Y!Pi&H~d#}|_ zT)3buBA|+=X>5?Zj=I{Q>d(<0PMM#q_o9D-&e~LuMxFbqJKtDIf`uqtKg4Y{&HvP| z8SvB%7WH7fetYx{5Yx{siKUsRqGLN93GE|S<}qEk&4ltkVWwTX5lvz2Iz0aQ%yVS@ z`KxpZ3CC^Lr4e`Ku@HnZy!IeR>RJZ!ExyR~7ea2aqBi|#9U=WtVsjPYf$*Xj8U%>{ z@b_@)XoKbnij7w|vZsV30`w%Agt&1qX@rRHA5ei3LQQ2zFa%G$q^x=~>DmU9naMY( zK#}imd0=T|)207ncjmSCGRwV_s^^Q_#R}r7hOYDdT5nayzdBsKtea<2Y0k?$ey`%9 zRpAw&J}^WpTm$&C0tguBT{5OtCwB@%4%EE?)v>AT8*aAul$rvZ0H^rbyG1We90>5nK9kQ|(6<$)FD=x5<_D zGy|LL&O!$6R#1x@DgPfj5cUgrtbF7tH8I!E6HW`@_4n+u=z1ckpbI@4bZ0{=O*4Pn zK7)QZN!q49Tky4rw`RbFIBOBF1C)VOSK`ir_b&Q)Eg)a&EnwlF)viA_X0VPFl;}}Y zhbwSb2F&&@^drrVf15O!X3$n>=Uk=}iiB;igxMd&^`+0RMU;)D!u$<8sFIf=zT}OY z@JP~}af);6ODJgpe2WyWE6B7f^{gjLhVKXUQJOYjH6&=74gt0sonk@xdCjAooXdoi z6o&8N6;jg&;K2G*GR>%A6%a&S=b0?m!vzbZ*PgEa?kjPzsKN$+*S%|gD8IpR;gTDa z!*p2b|Fp^+yTgv3uP$LEMsfz%Pcy#(2y9^&3i9%DbHf|$v)k$7;_t1G*0!?lm{A{0@|KX&TSa)yaw5V@kM%%07i4O#L&K_~gA9*e)8zYq-4K;(C)pls z*F0P;TNK8MyY~utGnA>p33OcF1u@%=|8jiRn(Syp)ZBeD21V;pJG z{T1IleWOSi)Ba&8cS0|kzD63{!&6ai|#E4Gq@mQjiwi2E9S_~_W3o7*r&wLL|G{` zohTZ(0K#pGH8p+*gPUHfOK6(yS(b!m`)6-n?K8cFfTe(Kv5;u*D_VNFjc8MUBO7&m%>QzpW+5VOlKJ)Fl6gK z>%uIuJMTijTtNni5=rF;Qpd@ay*GlH0gg4)>2QD2Jk|4l$5#Ea5-I0Vhv)i>zRZ)4 z3E#>`o_YzK^(DA!Wgw#9yH$jZy57ysUEAyj(?q_Ms73O;UY#)t=_NH3U`5d7^Ltk#h{=!B1CYrujnVyo zBK=-|sz>EoQLAzYij@LSCqqJNyCXhNP-zdgz>gctHfWy^?c4ktR@Mu<9=jHHXL^!b z;jg(NF~Dv6?mpI8PX*qjihu~Z5u40m@f+{J&xY!R zftmOlP}>^|K+RSHi$jyMT@|T8rUle=dTXN}P%=;GWKU&;8sA@W!i}^|0NcwcMa;>siv?4*)Wl$bqFX zk`$*eO%~0*85#P9%$VhKG-d&JgEEEeIS55`C;RIe@cIE$XTV?F^>n;Zo=Q@D?`uhD ztD*>{{wmG{Bm$qc40@qJZ1Dy?t))vOW>vX-8%f)+QbAgF-PuxINs$|;Fg6%1e)QShmAj-)d#-jWFRH}uzOYpJ_z z<=S-R6;~C35&^Tu{Ksh-jwGc9*MMEPp&(RHI!s2LoX+|J?KjarHWX?l`2xu);HUgp@;16tH%G#mx8 z((B?Xd6F-HW%h-9fPVk;`ALc>;GhofGZh-10xrJmL^?H`aUB-H zQ@6X^9!+(BQPJA^l4Ml@>x$V_dL^W*FKvps5iNv~9l<$ArqjnXnpu2>6$j}w{SU`Q zJ1f$c+q+9%kB23#kSSLtbLjQ|9O0=!e``AQ?(tU0l?8X=lLcBEQ&{ySUvJq`p%f8~ zh#lPh*>b|uQDlEqgjRW}I^fR9oT!z{x)yjyDozX5m3_*Kg{-zX-0;!QgInA~8Cj6a}Rqf*?)0~{(Yg6V} z(nO~Ur6rzc;cN-?eX;q{Wd5`tP=7~M=zbO}@MCYIhg07=ZPF2`H*2Cpi8nM{?)Ja; zOA(^^fu>1q`cU1xbe~LP#{q+zbFlT-=OvT}^zGP1ms5QT+d#5CcpvEJubm5&?>iPGfLvA!*WjE>1v1bomBNZ2F3_z`pR>9rjb@(2- zfgs$R2@C<@j-{nPL#|?B9jef!+PJg{iSkBStp%h^!s`W@3v+*_nJy`|gkexzjd(+g z2rr#4-V!l=+Hpe1blIKtJ3;r!!#0}L(tT>dZApzIFL!8h5GFB^a)j=`@VzfVM5@j? zE!Mlc`pF9%)r4*b>wcd^tJaR3Vy*%7fuPf&mf)u*Q?wYgpp>8+yj9Kk&>o1Rt2 zK4F>;fxrGQN}9jP2pX`i>Spe@n_dI6O~f0N_kA1Xd^Tm|ujU^X%cb75*i>|Ic#Vwm z&4T#iGSw-MZtuOg?`Qp!&T`p8f2BZ$ibukP@RC=H2OK1nM9z(@phMwp?PZk5VCRP~ zkGZ~W-wfzBncZ#Y-vHr*@81gt#Loq$c*EZC8-PDZ(Qb z-!BM@l0r;R*d`U1Qa;3-CH*Inxe*Q%9S%33O*w?kq$G$+q6DXJfL_dh{$l zF{TXFNy;Q|s;erlKBI4;Kwaz#LG1YlBoQW0pgP3Zr#fa%o{Y%-U3pc1zNS`BRKBC> z@<&$|Udo`%-cRQxS2UL4-FSsx@QpYmSTW8IsjI$(DmD1G-a54b`?~W84!I6{Y8%pD zsGLqU1kn}B-$=qi8sl>wPN0Kjd3U=Zzm1e-Ese_tAITvEO5Tz%A$Vu^Rb zd~f*lX@l={Vh=^2rk4ga*QU_CIW+#5UGvF)K#DV{`$h%I;;C2eyR@={pf3B=ZNB4o zRwV59SS=R6{EbuWS0z&PD|6iTUz_$BFWk_XQ(B0%m3M=Ikfs%|D;n|S_v)&@#j6gd zZa4N=pTS0Jc>=b9*kc-^be$pELhEdVg>&jlKoPZJKWVV(7kyrH(_)>_zkCN#CYe3Z zTd--?0eEmyV7`vh)7|{!BOkQClBi&n^~>DU-v@^g2i&qzVslys4>x@Im5?7LZ9lk* zYdd5U#}_2MYb`rJ2w9Fe^pwoe@$i$Vwb7}KYky~o(f5s z@jt)Y5;28H1f(>Euq-t5m30F5f&&G&>ry?44R2R47AU^id9{KFc&euqjWl_d`h4d^ zVoH~Pmk2(M&w3*TlDy96ae-=3QY+!(16X{0MG(8;ng^5$^eU@CM39*x>~6r{wL)&* z>Iq|r!^9k?yAj;#fRU1n!9YcyY$&x!%fV+VuuL?SC*`Q&_H;;qq$)EE+d9PEyG}o0 zs}NTopMD)G#D(??G3^Dts-@e8{%$1^J>SNB5I?Q%;J#M!eJ3*k*SC)Tb%zy;zf7ZG zIkdocPi= z!(3*OX|;qZ=$}2@hoc_X&;5w~#C?M4c*yNUKXb?V?!usRy}K!M@z|*s{%txJFR%Kj zW6tDVo*gdngNYw)m#O%8=1>7mXbzkqRbhT2y*;3Kz}p=<(4t9)T)O6#qU4oRV`mUxM0o70Yj!^Hyy2b^YqlIgXx6H%9O-1Cc3Um%(NT-zOJ>=CM^^$7nzaF z+CK(uqul>?=ylLLiBDf#T=HT%`s*P0EH5302eK;o8%%4D(lkz>P3P*R(w(?v?LS)#K<9ZOz&Em`z;WMn5<%3C z8+tv~8EZpX)trZKTInQE86)$uQ9p{uYIo}#&CgU)5pGW`IW0b+M*9t-oCBhcE5QiYH&d2DlzYv z&_3f+Mwbt9fhI>#W1DEPfDF-Kl+(H9k`y8yd5(^04iepFQfC~+({1>hhjkyzhgf4Am!Q?YzsQ^2 zg7SNCzPRVP54^Xkxb#-33o%8h6yTFhfIZ(2ip0;v)H$m@|1k){q587=xtUNfMjl*T zjCn&K>BZ#)OsHip7knic4D?@4`}&h0X}M~h_YRZMFZy+o@yWKC1p{xb^1(h>&Ev$F zYn(YpV3z!`ah$?_&cpB@S(Qr^9+BDuxIr3z z1Vmv;=2O(Y;25_1oex5MmqY(ID0yE5p02qQ8v-}$)P{+7YY8IZOkvc?%3DqW+{H_m z(pqYoxywEaOq5@Ky_3r_?5@67)UVc=tn4rQ+mg<|ucvGYzE4%x7l(-NGSEN6L)nEr z2T31ZxIO^{6jwzg2Y1Pso=awwb)ar$@Fwj+!WqzW*hiYz))A0PqXWZ6fME@?M1h)$ zsO+z|l3eYW1~ZV$&-=xxdVz!i{k`azYhsaa!Ha-LauDHG{0Zx!rmV<(5wDO-aE5q+ zfu0|)d497eS~A3nVy~d$ZoBp0AYP&3&^(`G^HyKdAvQu`Gr|>eGR!q*(YPi0ZL0-6eA}$ls5Ps65tu2-^-RD`{^5{zFQC%Pdwk zEzA^FCwOQ`N`sFZRfM}NZXE2kLmp<{@A+~IQpRBei& z-zu8Oq9dm5ti+ z_6{GYJ-SHE7eC9Q0TU`~=@v_=kqBldArC5k5}Hks@`&z^N6*YOi@*ow3st)wEPBvv0cV8$YItwAD~jJ@Rof)vc*zrV2O)MJrHiE z(CaTh1*+ZbZn)sA+X7baBjDsgqQb%IW;~iR`W>&(m9s|;_nds_ye|ZAJshRI&qd`? zMfg7a;w#$9iew7l!dON=Db;*jJ$HZU&p29&GRI2Li9|T9ZeuK%M(`c*_e?IR4jVym zN9%Ua?rST_K&Ogu;VQ=Z)J$f3#gcab2)s|`{nAvm6|*59QP=qPPX;=J2u}BI>?0e* zb^X-0VRt!OMmSeR7@lY6khkSConW{yXqAs|pZi-&#MKy_M1{|?G8_r#!MQCzlt%Xf z{zEru2tw(Wz|+qwe!f?>1m^+JHvH*Cy@!1n@HGg1=_#;;*1>d%DW z>l2f-3Vj!>yo%K?5Gp)~EJP9|-Jelb%;# zA~YD%o)H`(namd(ts+4PcK=w2?ZL%Cgn)y_Edw1^S*;j-hD-}Q%8{NsnL=wQdHyz% zF%^-u(dxw{(uD7ksLIhaEB*UdF-1`X3bNG;)y@pDAeNe!`?rk6VoVsc&)XaRDh3J$ zQ!g$(hnTl+Z(+Pfyarw@C~s*46>9qZs77QAM_==EViKQ8X;l0lg=vO4Jb#N=ez6o+9#Hh^ouUq${8_EAaJ7#=cG~>fz<-! zDty6!KvCFYM!o0+QnDF@*-{sbzBVXJ6;Bz1>WQJ})iQrQqDmax&1Ark83XkyPmWY=jhO4U@3+$<3V5C`rAT{`B{i*yy6jQumzggWE zG-m1HPo85QKdn)G9r+bJJ~6W4w` zIAGXGbd?Z2jL#}wqH?XqU%(!7x!%I=*m`f$CbIaWJv$f<+0BIDm6|zY7<=#9mrjEcfA{Or)pAC%#DJyVX;?t_ zOMPw>#n9ZdbhC*+KBG1C)H4iD@{^Jhet?~#`^yzsP#KBli&+q`;<^u|`?=LDzF}4z#R2f|&>F~BF^_*2 zeq2O#NQCK}{COni0OBBhBlZoLl9W{4bZUhfzsh$nXun7(mU`}3e zlf*6eslk9^DDwuxkz&h$w8r?TBeWe2QIbe~Xn8kUDHx`2kF9psL#6iM8y!27m}21v zjhHbJaOeOrO}}}M7Os*~9U}NZ*(^AE)F#=)j-9TAve24v9-_cJ{6`7oNJ`K`v6X*k zEXw^7x?NJaF_GT=1#B?5TB?2~@(L#&69y$QoX@s?lA{PuO71{3<2ydu{o|(DTR{2t zrlVyeVm+Jf`wVpUi;kW@N9$!I`dS!|Cos?2eLocPNo&dq#`0%XTs z2lK_VQ7;uT=?;scf!8iP{##5;mQnyyJH_@Bm!WCCaG5=5X~^cF7+^97pZ%vIw7<%T zkB+U$5?n!AK+^se*=Q*iC_Yexmp&Q;Zx#(dU7?S63MkNjGCz_~!An|13r)q<3DO0* z;`BVDV-?UM6-Uk4BO*K;Xf&%&n~7-~c7ykQxvC&^GR00Us(+I| zkmXIbB{+Z%N*T+eR=#~sgp7i7Q&4qCeFjo@GZ>k1O;#Sf`VDqHc(o+eFu7f7Ge8kQ zbkF*lQnN&lp6G_Sot4Odq412zqvB`J!(-qL57I)x{O_IDJV1{dNvlyx`gK*pkvQ9X z>(ShvIOpmcX9DrvPc3AySHd+$MZjn4toK=7-TX7YuSt8D8xT!6KnFvI7E9Vl0Jq_W zk*NMEkhaORxQ47OkWE0m1b1#9N*S?eTW-)HHKhktrz-m-MvXjj^b}Q^v|$-uWX0*> zmI;tYzfQ{ad z9m1sJK6Mf@1hefDRqey@la5-=9@H}OjL)FNSH|B-O#opkmOqrmKXCPW)H#=T7|U?R zmQmxr=bL~oxC`<`s3XO`kQD3<*#_n@K<-kXVO8+!5xO?WTf*?aqN{&VA$%#7)JmX+ zCAPp`kGe9XXT*EemN9DbU?n1Jy5he)Y7@=UNY{?psw503T6HDlmo0VVajbJPF*%NMQV2(k{{_9*qA`{N5^{d^UtC+t}NKHkxh3!B(nslO~^Dz z`QFn^wpu?WrPq&?2-3Qfvs-?)IO1qS_n0?YkI}!BXHI1X7JH%;;X}MwFeVBN?(K7F z#(=OtdAp^Y6cjQ^V?la-VR8v-C9#7BXGP24SO~Xt>RiDTY^wn=r_aCF;t^;%=i#OP zC~}Lx>;l5z={)|_?Wne-Ur9Xg06eTHtL{YIMpVFpa9<6&qm z(b0{AvxsF!{)orVj3?VYxv9JI*VI4pt#{0&0l7gm%E3)ALf^dp-06q2l)`NQJ-E+>DPa}qR6G*tK3Y!+*eDB$pNrV?RQyCSZbVvO{+FFcAA#%&g$cMsto%awl!05! z=?DD#mN!oa`LhbKEZofmpNI?xVwAeXtxp!xnfmPAB{a=1#hNhl4($0b#_!EQXZoB8 zR#g;-6mv*O!YHrkU6ev28CJg|WU6)tf#M+3W5C!1i?S)BY<>a02SptURO8#@r<#z~Fl*V<_f$t-{U&1ebVj0>p;Lj@yJ{Wa zJ^C~XR{nOTi7|g2WA?u1VFt=-8WIk{rRGF+kkOCP%_$45-5Y^uWh71vdROk^pnatLu#X71? z|G&eJeNo{AgkXocRH(~a@}rD~!t|Tjmc?r+EF~?m!iBx&Gk-S8=y;e`%+7W)eK&pn9CoBB3%$10!XxG)t`%2Zex&ygXUsN zs!$@ODj?i^kvtpGb#^#~0oO_o^0xwOE9t(=ua$Kq`Vh941guKYxdo<4Bl2p>sS{zm z*wQQ1nu|$VKqk|3xvatcY)@6|z=Q;UYGc9gw0I>it0kE^wa`iMY{Vz-3rgH49(m`) z?xaIhfdP{+K21#Ph7pMZLkHG?#?1iOz@9d%2S}kI`naK1-+pGGmyk_VA+_P2MaAy( zU=niom24mZQBo2}o1~<<$oqQV+_k2I%w>NQS1U8F>S9KqrDlGSp*D zxva1%Kd$ZQS(fTrB4MZZ+V%kP#7nx}RY1PByqs~RCRN|m=y3EzY+lTNK zar#}EWAA+V?NWlk5$g_*GZNW0qg-iwb#Vz}&{DY)L^Y(x`|KHrlFBfdgbq4`$9Qh0 zWk^K_y*hre(^td>W}F8>mk@>& zI|M6Q40LA%_zs$IQIiIvdVJDrUi9VR^-P-?8tCyLik^cD)ST$ctsmN!61f@s! zObk)zN!N(uWx=^Rj8R~8*N4NNI3||=OA@k3Wu{8P7DrsYOlTPCX%v`+L`rdFpyke~ zN!pUW9V5;~YNT!WAV;W2C1ZPx@7lMN5td!F{VcHDNPt032jXT8Fw)W3qx}@isnWv` zZi4cd6eF!uvqRtnu`#H!Lj4N`-;PH)SWpEtm62!`)3*9Yi3PLn17XM*$Z(>xbrLWr z=~{D8oso|MrWQz)h5rEk#$a70Yg`}$nW7y9NR^34PXOCV1tdv919)=_?%j$$Pd6DF zEUxv%uKk}{poh()bCPU94uw$Vt5P$d8UT*z(+5Kh?A$iGNO1!|1mu0fh@}>%VZca# zB7B&fCwM1&Yh?l941W~iCBNfV*G!MdsEYz62e}YxCx?{&8>;?Ku>`zDtdd;~r5m%Q z%-xrFCwEPy+N{F5B;c-olL(Kb+IF^;+wAS66%KuJpA-zO|<+IEWIy8TxeBUd+AtODqqWNhEZeERri!J-|2DJF z<^GJX)RWYvuidc9#>QrUKBse+b`8`k!tDx4w9{8-j-XjF>5Y+e10`!KshlLg`@dZ8 z>JRTiht{@EwL@MexczTzyj&T7K1?T^w51g&S2#R;Xh!K^IIgDuVO^mt-@)TH(Wjtj zSU?H&cOJv-D2M&af(F$3is0GXfzzlugg;bJy5;Q*{SEDAy$K?4vhC?8YJizq4Jvlj zja%61DjbX}7XIb~jGQW!h09!cEz%s52(4xUC#OM200o{O_7x-=dj8Vu(diS8EB&LB zm7i2R70U9CztB~vg?kfW6q@8FY!|eWC)w*fM%oz&Z^c!1YF|PFaD)mD_-D6Mt_-yU zs4N5zdCzyBSx6XosWUd!o28;NnV7NohLU``&u=v-Ux5?tVatg3X4`4dem*K&w&|lTRPzNXltOsf}4DFZzMd4TX8N;i5_Zud@0 zk(n~(jsP&LmxAqE#I7G7ZCM<<=v!Om9*pP8J3*RF+E}p)NCk5n0IV0Bi6z>h3ZRzm z&ToT5Sb;6D%hy?FZQ@QH!TDe=JtCN^$M6-TEr<*)Z>|?ZL`&~79hyL!PRS-6Y+wKp zdj5lIqUX~#M*CfBqwZjO;4P#6io$%8<~C9XAk>J}vtG{p!kA9qget;^!I2EiX^ir6 z;S;HuTwxV@J_$_YB`UiOz?f7mvG~GcHy#EuKut<+;zWz`{@kZX*PDb|Sk2S^N}y$A zF>5d18r?@ksMw>R$F*W~s>c*|Iu^u*UH05;LJlODH$q){vP`nqMZeO_u2i$vsG_@_ zPmP-)vJXyPBET2Q^8qF9Jl0BML=jVJjutB?m^*vPCvaQrzdp3ZWvzMI6YS*dmn~Z3;383HTAHRX;=bsWbG^lk;-vu^7>m+6CJC%l&s= z6qk+F#GZ>+Xin;7Yh2w1iq2hQ_*(AC#a)Wo^r5!`GZY}u+c?XEr8~+}CA^e8DRV3> ztbx^G^tUngv0xWuf=B53yOJj8F)`=MmKtg>z6Wg~`K$#y2fIDlMHRgHVovOtb(`oY z2S?Eo;S1kgsVJt9p3B2cFt8+6Ra4_i0ajXZi~c|gJG;%ZsAKq{`-Q{;VlqTmdPvfc z`5*j%?y^aZYe*$&pX}J=I--)vK0HM-3o6Y3)|YH2RxLZ2X+5p4+8E$ZDS9@alb!6m zlnPvvTme;{$4~3wJB`&^I@IIWMDA@~=&clfTn}H~l3(A0GfR29Tmp40w4u)5~x?eyG_AZ-A6ck6U!kN0H z&}SW5Lp6vl#FqL%+Wy!Oc(lyq~j7r#y<^t?~;pOW8UNplivm zs)u1%oasVSf$6o1qo9f!2z<#nGOIpM>4X6``TqsHN_TEiqrItrP%FlAu`x*y z(GlQ(*drPZh*geA2AYSaPiOMHq|pIRE?GUrlu{Sc3rQ-~lGIO_2)v_2F*)23cA*Ns zv}VpYk3n7kUP$pCS&}guQQS`~ey88ojf6h0FDMNLyu`l~jt5}C?b_05v9Cfwc*XEu zy}R$|L9}=IIi}Cbh;)QI>nGg>^Yr)fY)9^-WI_32kKw*dO=1a3Y=XnkZQ_R@@I7jr z;A~?FQlNP~X^MxAjMC+%b`EOAf0Wp2j#(rq8J~?D7XM;A z{@0a338Gk9$`&J;67>wFTRWcUVNpL$Y0M^O+Q}yN?l8s;?4)s~NhP~}0Oo#_Lku+} zGFP7a19WO297x~u^(aIYSh9#8P(BEV(v5;;K^F{1(Yz;2Hs2j1vYLi9P2$aA#(9!3 zC}ACy8fdvP|Aeny4Rg4;a;}-iX!`L;!2yS09)lcN2=R^SCAMV5gi|7Kba_q!7~&u^ z%A(ZK%3G$>8rg@Jq_wq--30hErwp+5I8A1BA0MVtK;ej^o9!k`*w_2`!C`M#w~W<- z(Fx4`2_;V>khU=?yX)s)4l=H%^Uz1}6mfK@;k8(uBXAc>MVQW8Ctol!M~etd_Y9-2MmVTH z6>TdEP*&7Hk_74o**%+Zq5Ix1IK9XB+sj)n{Ztbu zwb_-2AE!-kt|Nzdh@4ZhZv@Vph3@FVLtPUE=UxOCOa&Cj_X5rRqJpV1gkY(-W$c zJO| zD@3qh_W&x~a#@;-6iuoY?1z&UkrfEN40aPGzgq$CX9&^mc;$dPqnlk)B3UUA&j5R( z>w%9K+lT&pN&VxHrhE4erH4QV&y^cBm6*M6^}FfiHFvdERm8q;#)r=7hC7~Wd0=Q} zsyo9cyHJ0Q!n?emjYD60gf+|b^_|br+|g-ueX^D~GM2AdmiL?R(!2*_%-ubyXwVee zPZvp3v&+%#mM+weR|J17z3&LSV43&R@O`Hr7k?UyG(17qPDBsvKU8rjjxO8kxEUiu z-NH!EKv){(hkvw;VpYZT+fE)R#d>`rUf~6G=nQ-Jn^x;l75F%oR_-gkVm!gizEfwk zik&?-^KUHf;#8f8eo*!fvjU>nmnJUGvT@=gg(xubopLoDIx53o5y|T<=U0?e5B|gs z{pHeTEWi-er@nqBi1>Mfm}Hb~5888nO57`$rb?xCYG+Z(zjk+>o4e!Oa?(KZ5WK=q zwdbr294XYzTntlvzHvIbH%1^?vc_4qbeVOk_P-(nPZ`o&^wm z&})jXZ=)%DsZ0Gow7qp)mCf1)3M!za(v6CMO2Z-~MFpgl?(Xgm6#;1_rInN}=>`E2 z0qO2;k?u1q@b%sM{q6mo?>px|Vy)+yx%0ZOxo3vzHNlH04Rpi|i@$z;W!Yl!glrNj zbUN-3?fv)*9glNHB4tYy1{h-|b4jZvN zTB4>hyCvc>v298p!?B+Tw=x-&MA-9stRozSP|8%LYanFOo2P=<^pdQyAU7RKZl^7EFb#mx!9Y6=MBH@dl=0Ds*5@m!6nT1#?ar|L1+wLJY zDIql7JQxCs@8Z9rEkv&cR~6sj4~$jlx_y@zh&nD-k6jTH-j2=ne7E@P%No?%Wt>)O zSo$DP{y_ccPonZEt6I1x)TV+rUFkw~E$ z?)`AEo_De&KccScWvt{aL2Pg{!O@_t?D&j0^w%Vm zW7bv24GN|EJi#kWu%&*Ra{H52L_=V^B?vz|i$E?JfoFL8;RT+vI|6{A_k{d+=X=+?DN$@R;fq1BgRL>_t0S zv_FXCNUpY~VM+;);5aVw2+&Nic;QImg0tKWTR8w2(8ZBRB^pKXSRp2nK{B4Xad8wY zIDVi6ah}t%G>0D{!qk~{P5%mT=?Lc7u_N1c;37LJ?Lsbi046-xl%Yc2Se8CLRY*LA zrGWmg#+8+y5k0>qgP+adn)owC{5G`SyleGF5|t}I642lZTaH9O3wY|(zXv0Ufh+?T zek>q5v!L5r)~_EL4xyx;g;T|PzcSj zaG`EUmn28shkwH<<4E|zYO^K&ChG?XE8YI226vrd(93Fq&4{2D|A?1Hb)x27 z-t|@K4p=CXM*{)T^caE9|4ZW7ZbL`DS|0;0Pa=crC4=W+RjPJE0jX2Llb5n7-mHNInlhqR1UQtMae%GePh z4EokZ`?<1Nmm;eQxT?TQ7=B9(dFlPSHe3m{w|kY3kgkUs9mCuhq@;^g-G7>7*P>xH zA2c#UUtmYggm)3yneb3p0i7!4kc~rK4B?*8 zuffcKbb1He!}T*q8bo$*t=5$f@j$Ls2}TaF{FE~EriTcx{1Z_96>kDxUc{UHu)kg+ z@8tAX41^mDrRhr1*~j3uiRU!s8485Aiens>}D1Ji=pz_M>JZRlcGA<;GD^*o zG|JSAn?mAWMS4wHLEP#xBUtDZJ^2ffyXhd8$2u8KRd^N>IrF)VE33xvC4w8g5f1d1 z@mH7KLdusi9(LgiO`iw3+o+68N|e!~7T7GpY!XaE84-{@kNt#zJon;`sIKb&ILAdh za=5rM!5+emzCCygAQUgb6g~_VV4(m2p`|}E(VvFLtO{K{pi=|6qvPXmpZaZ&E_?Jy z$j-I-6Dhc(a-_>;h)U_YKapwLH6xMTqm1p*D78=X3-1l+03*-hB(>i}O7HsA{@OIC40_nZ)55 z&WahsvnDMTqHrtW`y&kWGQ+U@;xLdNG=4#AKu(YgD&_vb=&Q>mt)+<7WKF8dw6!>! z-_p*O0Evf!7T6@zg#_yon1A%}z;X#l=zpZA(`0D4;lqGNit$W%gDhp235cG~aKHxQ zFe2W8dd=|P!=Zc8qq(UPM^x&08kQ)q=l*l5$BJ=mic`M?_OHNy;wT>HnV6 zToGmJaQ?!N3)+FLd(lumV+3*7m2=FQg?-ZS;KlAsmv=(H%NSu)WaEqTyZD9&F)$t? zLBaMIIy_;`9@--ZiyV`!_m{^ewp!!1_V0o#Qw6$=qIG_*{H)Wg^YA#>Oc7GJ8#+oN6QKR1?^w01+!t!-R5GB5LE>~^X7_PUf1`|XZ;O-M)Ecxp&Zd@-%%^Y6E1 z%{gtp(~_@)Pw1e&`|S1dn&Hq1%S7vsmU!3|iKz6%c7>aFH&~%(l)`m4`{20Sc<;re zwCBR%PW6R$|1^N#pysb?ah@w?`7Y@{y4#j$cS#3-ZeXtah@ zsdt-LdZxUx_I*dw;^7(_rY6PN;A&Yu&bbHVYP$+?H7}35$ByUq0j-waVFS!?<%DJz zXTlkKM+X7y!QD{x*Sj4Zv%wu5(*aTT|9k%V zt;c^3M!*04-_?w)tUJ#+hq$v0VQyQ$Y8kDg7dhdlr;p=FKZ&$|Ru+iieJ*01a;&XkKK;E`wwQ6`g4L2+$Uh zSa8Apy;#4HVOO!%>Fv%@5iS19o17Sngyb)deCqMj037RJtI0&ibM0`-G8888`C77%mp&7i9IPei~@vRIb zsMf$mWS;?wjU~{=1=Z_v^saa(CCD>a>&5^__?$QnfYV^IW(cTj<2&fItmVJTXlsE#5uV~gWABKRXA{ANF@b3Q2bU|`hSe5q0Z z=i9+n=}TndEVkgOayvEv;NPqDP1jW5lzRVwv1@RXm8hLA?u+{utnk|O+Q;pSjh4t) zf3u@F50`$YekMEzAg!uq1fjkm?}q5&{J&0l@Vg4^&O$Sq4p6PLbt3}f-;mrt<*h?~ zpNndeE?Avb6+s69uJMA>fPr14_*lMM(_1;x#YPYp#lUVztVnOoOQb8H>MMWn9NzCa z`+%U=`12h|hERqO9OwYRbz!ytE$4R7(eEIZ%A5gayD(}fxVJBdRwPi{k}kQ})cQxH zSQyUVog2=FEfYbV0|Dy63dcVz82kyKFR180a!YO56PWj3`A`Z19G8J%moXt*>;QV# zN^1AnLpP4R^hMVAFE$PytZ{x_+rtLL)jTKpgH~EpXUE3Zql#Iao$L>emQHWx)CFY} zw-eJA@&s=GWcaeYw&G5nw@OuUbu})ol`Jl~t-?1uv#NKcSbE$ESTIz=& zr;uChO{urzdDqwyVv#l8d&ukJea^qub7gqlXKnA@xFvXC2w!@yf7A0Wf%}Emcz#?l zd9}93=6Iaf<WUA zWzT;rR!5mykxq}OAn$Q?aago^+n_$4iO$#F|Eo})Q7LgABx`k=YxM@Pl5KV|dvVbw zXJ5F!8^mVSZ&Sv1G!&~#Wk5f|poCmr8Gg@z$?vnK=Jz^ zi%|u7eMgMsJ-e710q~Iu#7Dpw^eR;Izzc2XD`ahAXrGIbZ*<~Tw2wGNqu52K-Tztb zYiI{%(`y3zm;#bz=bigTgjO$4n>&WTc94AUh{>wAv-|sJF1;;^*BtwJx=u0jk{9xx z7ozZT5xZkyN+mD7*S196B`O=K+Jjc^n>w}$e|6=k+r|p^LSlh8?wpGsaMZ-+QyZbl z2NOew&wp?c*b{$8Ry<{mHI&)^`C&sxVjs!7!YjJy6da!}|S#30cNBzOHsjB^##d!uQ)jjg3b0@^I&-lna+xl5Fkef(=nl+fQ-ntJ)+ zzpwnu@5{e`KQND%2Lw_`dbknqNC+Qz1CL8-3IOhhpR$nLW##XMeREEH?>sppw5hh{ zHhBrPm;aLhADYVOyH2kz>fm9v-0e=hhT3$|$bix&x z5PRVw^-u`3pWV=jOKP?2GDEy#IHZ)i%keXX3*YE-q-KFIq8F-nownWW9#ORvRg~Sv zt|mbCUZ#}iO|)!Y02NtYx49@~mm?&BZ?xNSZp&P>x2>3hAC2fm#P?a3?VCwl$a_g{ zcu1(;%Yl6glwG{!VPqiPmr0~@QOZ;no&qefAp#cjQprY>TEi_<$pGyz4!9qg${PUC ze^_bH;v?GNqgpmTqo$~8C94t?=qX&LreGnKjLyvapj8tO~2m&kP+QD6utgrr5Fz}ZJc#^88$G{ zYG3Lhi3VoMreFh3YmWWbFFfS}=2KY+s9)H?QpuJ99y+x42c>>7g(=v{v#sN2E2vsH zn?k_yUWV8B#F;NxdAcq^-jx2AGi4W`ec;pj4+9c-sx!p_&amq8<3&HZ+m;s^R`VQsqdXocuC|{?ISPC$T1;Vp z$=qye%RNHa767+Inb?0Ekmi0E5OZG_NITK6`NG*@}^X!UIYf zf(#mPL7_*I^XmrfN=b$I)?PoC95b_@&XlX-Fe$PA>nMNgcl#YO02zylnAMhmEI+&} z5keJD0##u;ksP=TspdViz`Jr_R&)^nQC>_;SpYFMt41pu&6+q)$|T*vm!?qM_a zboaDb-ZRM&ENiC>*Pi{_}?w|9!p4;OEHtV+QQQ1O_9gxmM<1Sg^)aEXZ=MgyWF?tW}}))XSrsJE^5OW8aBPrYxW%3+Ef_y)Ivit5I9uM)h#c zB9A$clWznY+lGh)l#oB6ChdMB0!hA?Yr#s7+CV;*z27Z84E(WHx>9mXW7Pn;6r((fon) zd<%og!q>cXjjQcvj=aN{Z%XAGO-$4jVCOzweFhOvH-0iJxft>MKsdnZh=HlDXoi;5 zXR?_#X07zor!#2>x$&?1bf$}{%s%%^19I<3($a5>s0tqn3*QKM_WCydN67VWps1h` zFe&}}9x4hTn{Oct|IXZ4pPyqj+7hB}hG1(^)lj|O zjoz|%Bx$;%Xkebhg!UX03caB_lH^l9F3OMCEnO{oH@j^JpE* z__Rq-U0qXZ<)G`)X>ZiDy(VLe&gouKS+7C7mQwh!U`8$Rz|jT#$Z~xHg&%7RR+UzI za77GCB~TDHtXG%n$2UxsPDgcO^FjywggRC}xx3d0iHmQwWrP(qCzB{REPsyv@IJHh zyn=>n)bw|t54f(Sy`{Z9=iNI$ZX7hA$3g$vk$gKP{6|rY?rEXrb4XTg)@JRKYkgLC zYbQva?FpyQ$d-fprGrGf&EafJ-?bfu7^jQ)JC1~bAV|#G>#Q9*jid3%tXln|eS+$Vj2=Q+6QA4o8ZnzQ z-Lwbxfm*{-LAcpwgu&ZV$!^DhV!=&<43{3hW>aQ1$T|IX7M5yPj)I0-<^1!km^y`* z7#2Rjv?3&X=TNZAl(FNr3uL;pieP3r8>d*(6N{~fRa)7{3HxMsO_oc`h;p31QiFJ| z@sku`x##j$dh1G#-HT0VrqI9W^|9Vxj@3`{;T(#EfbXcyN$^FOYQ29{`dMSfUj)K) z<4`sD7d@Go5(GV-d4h$d797u`K;NeCCZ0eLY&?c1mZFMRgtBni^?rb`aZ`A%`Tlvx zb8H929AikZ3^WQHJV~7B6GB?M)NHoMw59Ga0Lg?=5fQz;VQ_$JiYx zBDTS)x3nv)xBZ@=`weZVv1V}gvI{1ijk<=`_l4{Y7;+rZL*c*bCmHPYLkBr4(7KECeXH0R3@9@*0>?cTh)nd zgfUrqqlHABX{={hhq>8Uo}*yq5-L3tOerZIea$3B1x(T*GSxFD17;M4!mz0KB<0bW zkdJ(v@a$RRsZU@yU$3pvWsRwP^Bfwh%$|>Qf2)>WxVLd)3)ggI;=4 zBgQy-5(7nu>h(bd9%S|$G#iUMq~pmdH-as@eIh5?@^j33nM@zytNJMVD>fuCedoGzQfpe^y#d2jY-l=5j10d}m%~>vSa{p^nG7vz`}s zj@QqO46~H(iIKq2x+}HkU#tXA_jY@Z{RbPdO z(V7X?6wg*_xfHXt=~MM{_6Tb+=ImvpgE;yz75@Ta1iZ)1Z+tZ#N^C~<&F*gV7sq{i z?*>~}CnEwGP3W+mdZdd%I3wCc3heF?$Ir(h=eP9l@cD*w=jAaQZvS) z;?Qkp*G z>2IyIaAcTC8!5Kh6XhH-<*E~v1WH#(iWioq;&(|0L{p#(&pv-`v(&-u{AjT|CxPy= zzsTm4Hw}#d@;lA(N@DYUUXhXIr_)5i#?`6G&Tn^XD_Lbm<+)_W+B)l8!5u(y&81e& zisMexd23`QMIn#V7*l)Dh3`J<=5*VYui7YlBjf8m+BOcTndpPmwzOR9q45ci?Y5f* zX&aZ)``P2jcwk8j_%f;g|7Vb}`%e#A(>(tPU-&r#3qPO#ZQ>`o`fI6lI@bIUxv?lMi?aWX5ZXze z8zI)OsmZ6g^Lg@lp4sC>yU^=c@G{VsHQoqOWQ=Z1mgvhlOu#BLl;Uo@_ld&BZ{BV% z079Be1R2u|XE|S(M3LCY98i(w#-0duAM4-^<0eDh=%p-D(%jG7%7;tu z{kIn41dxJ7vK{yjw*z!<1S)^I9ra!BaCvk1*jq{)AoR=pmfv!OScn}}~ zgCSU>V=Vp?LKnpTuLxc0UlF?Zp9uZb`~snCP5qC(MGx*R>uVm@1!IR5DR*ou)GgV$ z{KsoDC1}IjybiD}&b_8fU5};U!;zvKa#io*)t9lxbXw6$ zS-vd;G|wL2a+bQ&upM@m3Lyk3SWQ={D)TFE*d&id#HI7a`@JCT?%@)vbDqrptn1It ze#6L)Q`+WQ*!F~)A~qt5wz(O3=pF_`D=cD28RnMQ7^iHQq(pl93xT+6A=>_f4L{g8 zKwN8lj7$|HxvhG&ROvHCvWi@m}aSgLp?E0}5nbz}5k_f7wgbiRq>k%!37vq!Yu@XbEDwF-+AW?_|XI@@xB zFtTR2iN-SmVg$7zV&NSi>F%y~>BCdC2+i>uQPTvX1UJV@Pb5HDIYMMGbCwo25fH^@y zQ7hmocy$$=6tu?XE0)ta!^ekV!&AjW<+rM;{Cc;0tHt;tS$lWWN|LbJ^F}fCK zMwG6`2Z}PQha(e->>blkP`#-Z<;Yq{#y9}Xv{nNw0uAXY6*1<(`Lb`{kU-y1=Ro=l zcGTM^;pVOo`hho)JkOzE+sE{~)R!Lw_twlallp(#gI7e|&L^W)+m`;VXl107NTV%L zQQkquPvk6n6|{Tg>2?GLKBuMaZ=w6EbUReo$R^thR#Hhw>{F8_d<00W>@_(hIptT4 zlAaI~?Sj}W5<*ZBr#v3uf2U!`i~pkJE2$%>zm7%a#A&PU3`VX5^r3vn&+7z`D*n4Hw`ano`|TcZ!%VYl1#g9&5Q<)w(A zR6>ONqX*TQwO{C@_VE0r{X=_Sj#H4Bg|8{?*@BX~x0mooy>i{T7v%qt(nVXzQb4~z z1GHZNyL3R){ea+y)q|6Y+<@-RCfKE<321 zyTlmK1m@_!(@>})cQnYav9_Tn?Jn2v8RjN9#<(#MrLdl|C5-~A8d4#jz#KeC^AT%N zKwjMst+xbf0MZd42}ei{6cL*giQd6(smof1)*7$FZ0>5t?nZRr(Mhx`A4kd^5T}R+ zKqvXDE|?pxYECP!C?~D|WeG@Kb9FUkHn{tO8A2O{wt(OsoZ;1-?u-^@dL8%$wr7i- zy2byG3&052;?&1r4kjL((gfl!Q5bUcVbx^Bymyt4b!Aq!9S{ba%w*x z;Wp;Y|7d36whn-!HF9o;uLu;8nXh&r&FZJ1WFIC!W@F4FF<>#!fnBmM=cy^bo4?6CCT(_kVQY3At z@iBPLHjMljZ~X%e>2WJ}sv!3AjtMQ&T8JVfS!_35o?eJHe0&q%vo7W9&>Q`t+bLh~ zvIStqNOq=ub^bK_F(h+8_ZMa5DB*y&Qw5v5nnL33a8N1IYcOxzaU5Uojk2YVSzCA) zzwM1OE<8Q%1Ecy*bnYTxU6zq}yopCD4(O24NOHrsy7sC8H(RL&)0=IT5%~h&J(&&K zs3FwDLgjt=0GVD_yC9Hqy?W4C7+TswRIvuqv+*bQm(~`W-k82Jj{k1|Zi=$$pPXBm z`+v|6r1>vlI^oYSjaI!vbv8Zo%TyN4op2?o6f{rxn&~y~7;^K3ml|Gp)uOx(HL4wKNJQCyvK*-{(gHYyiVpPjgcu z2v6z|9wrv$*~j5$#;NY~Djdo!LF|nNzrT#7w58VFh1`hrTop<71-w zV~+jC5lgU9a2*iBFe}4Ivm}k}%tME!vXdce3ACT5y7U=gSg77<+q!;2kT$F5e)eJ{ zm{GG(5xz-ZR`MWc#eDp{s?mbB++0}>;>!l{mZS#8@xvh5pcYe>Ge^DHY@ykd zQI2K)rPn)JY_%W*Sh-X?We0ipo8&L$a8PpkTng)?EMa6oTmA8U71#b6)Vc5QG~FbX z_<~!gt>zYCM(yMt|NY^fK#FkgO^H0;k1|a^#zepEV;ns_yb91wA!8wZf+KJC>4kSm z^yO0@zcfCBkZPa+CNm#9o0*hq9v@74{y@~_(S|-9GB$w~$oGYmzArVm@<(b-!E z(&6i^TRxlzY}J$5+K!yL-oXU(vCeqqFbv>pH50Bo=lfiPJnlF{MibI_dx_k@Z%#0V-ke`5( zA!ei(l>gNr*4VjpchOBGd+P1H6L?d#)1gPeL;rz* zdx|}U?o*%g-VMGo7WzTT{FzpQyRrMjaaa|0EL|%aNYDe{vb~C`88*N5m_n}a`O@gz z#C&b-F4AgbAJ6VF?PJGJnoHJebybv$_T`Gd`?IkT5wk0i@~c7)tP@O1n5B&iOQyPz zhq8pExmZFe1pRgQvk(P`h#owd2bZcCHcPzLFY-gDja~EMFB@*WAuTjr{SOTEdFy{~ z-}Dz&rlPP4@`V%7jz3Qh|E&DnFgTWmJ&S3%`=rv~B;0owUArKNDTOXVIrj<+_l<*w<4mn8HOO${ z#5l>Pq82X+{=q%>?gjoxd=m+P{P#jRZjaVqj+m7(T7;KwF|~A z7SvuIb8JO@)M3FS!Sc?=E%=oxaY^lbpsxRIz3JUGP5vztP)IzPeUs69#cWo;F_AM8 zKoQH#ajX||g3b~G_sGe=hoy@^@{r_z6$zr;x~Kn~I|pr6TQTTyy3vm?`P>&|j0LFe zOzgX^;;TaU3$8OhnFaHII_Enb>i4mN`P~@PlEfXS0wCSM4nK|MG@njVu*`bG-Sr@t zop_8BU^p+Od?Zu}_G{@e=6(&S#vg)<*O{O}xEyz6ZcEGzSsH)C(!pf5o>Zwxn`C7d zp3{eADXw^Ps3b3M1T^KmN&ilrea#xDdX@i@3!G&HYfN>4=@l|%oA^7+dm0zE=gKfJ zyn7i$Kf244<65Lf1uK}ST-asyWu->Mlq{HlYLy*D%elq2cdZ^b{!FrBwKccNyH8S7 z^O%m5P9i+{U2nazjW+))5c^|;0t4tDte0pcQ~kIOjK$#@ghp|`ae}1eDlpE>&%tI$ z#Ssn-+uz;`FKN#SOXUZNzcf$~D7tM1g{J^mC@0+KjfvkuQ~T8RX^$yp&3zMhJh^zx z<5l;)KC-JlKHJIfXu~-u1UM}*-tw<>4~*cAjJS(d#w!ixq8yJug@Ovaa1!eW`YUbv zKFwIwcO+=5j`zco7#~Ji+jIL09c~GSar)@IC7VNyYh)ot1>S8_n|E}KZ~T8Wxeq}qKb&kKc~ zXH1CtP@l|F{N$PvfNrR6r(`)ANZvGxcvdq~d_zWqFdYG;w#E6fZZ$c0=Tb@`s<(l) z6?0a0X$q}69N~dXi%}TBMk)rPcV)MAh#OWz~xgWl;s3=g5oh-mDn;>@v&v)Z zXc&(-NchmeLtbzve@7g%U#^FmXez1;Ay7~t2v!(VPPjRHb*y!ae2≫% z1zEJMPSFa%bz59pB%DgnSCJ=?C)I0P%xhKG-bTw9T_ZzPxtHPZ)Ex0NKZA6M7@w|S z-B?aJPSG3RZ`_cOtnN%uT7(7%Z@3=;Mt6FGAQ#JM|RA?7HQ~Ri!7Sjib3Cd$=(+#%du!5SOH#`zzJJ z)#2&JiDJ_Fsjy$J-70w%RuB?`onTrtAd;$I8d63Ybi|m_gtcyL+VKs|jf@HJIg>D; zY@4*`G{i~4?%5B8j?GS{==OQr3dTv4Qno8zE;9g#&k0tCK>Fr9zgi@8bNOs9P8;Wb z)gLZTI&8szf2qT9yRM*;X?Up?Pr8{_gqz0x`a&~X;X^6p;a5Z2xiY&5kuNCJAUEERnl#qkHVJ zt?pe`+lN~%3)@syM;3%T>63);$3li9Dfb;5&o83_@^sQIYHVMtEG_)pF`!%dM7xHR z`?7MZl0B%9<(c~fMKCNMr80>=X5n^Go@QhoSM{Ss!bFuw?c5CrVv@M9)4}WGIFGqD z&uKo4yypBU%B)==xx^+08F&NIQukNJ;jcUekElZI?M`oQfn}Uw+I-qNCiCnM`52=u zP$*9rM_bj?l-H@s4Gj%OU}1T+AY2y`rQ`Z@JhDU+3jp`i+u^m>-l8{f#>6O@Gd^z8 zKFLL;qh?Vqjhuv>J0>zFtprH8FM@}&mG=KwFtwJJQ!43UVwo2W?6twbbc_Nl+mn<~ zRzT9=m2WxylH4%NYs>E*Vp=kTIKoV}IlV2fPt0Lp8pLJmQfmpnUmCMGohY@(GXZzF zl)sH?EM7%jy>CxI3vS=y6kqYULlaz=dlw3S5kiO+5b2#;4dF$p*(ir<50nv7j%j`a z2^zP&!GhgJ9!OsB$yF7@U^DD{VIk>lbdV|({*S{=Fj0&)r-aqySsK-ATNnKtpJkZ^ zF5JE>s#<9>Le!BYqUW}Nqjs)%d8h?1IQ2?Ygn6~6#>xA4isy6hE*R-QS z8;6goxQxB2vm&bs*hW+Zrc}Tn5%8yY6AM+WyjEeo^N9F9e1h5hPk}9Dqec|Q~gZT&RGFqU_oV% zcZQV`?8zp(!UOMQ?+AV)EE4uI&00D8l*xNp1qTgP;ueqQtTy@gfbaSn9W`#mPHD-7 za+sHgzIdnUbl-iym)rlreTgin&Mwg4YUwOT8Zhr)AKeAdSRjWUEXODwRNrC6iL!a@ znmF@@(?H|PhT(dr$zWZ0i^v8Kc92(3!NygFx;87i~#AHM+c7bv4gC zfWOUILh15G9#T%V^0jLXQl6ndK7H7{!BY=ZWiGKM9;|4Tiv@=U8jp8R2Q8MLs3)1{ za9N8N>|Kq&GgchIMBa{v8D&qSF>U;Y@w(Kdp|HzpwuWbgTBY*S=C#svAL3dmab!8- z!opz75m!Y6^;PZjqKqyTEf-N5Xvh4}Q>8#q-EmV3}z<|tuwteNBc z+(O|7ZIq$!*(cCQ2SS?g(2Z6Y9FZ-e^tGgXDfqMm$-pNl`VE?CsB5mFmn*Q0-Vv^? zL|tMuUZnU#Ria>xcb>;8omF#=Z!|R^KI+Nuk@=&H^$T9H5f4AO9Dn8Hlh$aNOLbwz z;jGy)C&tl8Eh7x@6)LakX>L0?UcC&h#U~zcc7n`nQl92^U@?m`@MdJ)w}I`7cSA)w zd-q*F--Z#$Jr7b}aw~!atOmt6bE9>qtE=qsgup5C?l~;R5SV@Ge?yZT|Iz`w)ctXE zSdXSZSL5DC*SD<)Rf3$iO4Iv3DR6ElCZ&g2#+|GL1ElV%2Se(>@s8hn*c$m!gY`%{ zJkSdVVs%?1<9P6<@sr%w3yQDskxEvw@Q10mWPHVR-q}1i|t&3N$QR<73ywFD1XbN%IuX>SUa} zqUn-14IkcQqY{Y)(T;)$FDwRtWYo&%;pE7+v~WuZwgv~y9XnG|OukM4*Qn(%qDEtl z_J50K+Xs!p?Ua7MN>gH@-$+&a18S~k@ zF`)G%ovv!QT}-=58q%3l`pF-Smk$wFA$$N}XLUmkK|3*u2k!_IEQKjE?6GP++E`n= zhRU@K83zz+Dt$VNDPk{3ko%r8_5BWFuUQ<_jPlks=j;a4yL!Yuz%zqCr z!bOfkwSVl$HxweHmudC@mNHv*Lq|5#TRB0Vzz??##h1;|T@7o({k&I|iMsN(Kk2@C zTPAOmw;$%pBU;9nj8k{@Pb^&HCejC;h6s`iMXG5ZcGSso9yTXbp?KIVQo<806Qzrj z<2W+FU_P56FW>}~@IdVr8Xbz+lWi&XutX4=WAPO(G2kskxZ!p++`m-5gmsf@1nIu@ zRwP)6dB+u8r+=RmLvg}-1E50A+UK_8*AXiOzWcfR- z$Zz2uXk$fY=~q-J^4Eu6;yNUF;D+KM+$r!|YF0fwycjQ``A8kmOzN0pJ>%nF54;;{ zd^wVFv!&2V`=t1|ebSgn#WKI^Je|$^Mhe0Fl_JK9$#V^=tp};&w3}j))CGfRvIh>k zj<)E^`8ucG4YDvdg@sPBog=APRLc$2r`QG94K9m^v~_~|bssiyNMHpsNR3p*G8=31 zsL<6F4SJB@%CO4ptz5NF8pIk%pPRI#7tc@{HLIL!lMEiT3nmv@VLhI1dfO751dIst zu}IU8xr7j=NBf)Add)G;c$>)$rcWsxgW>&Wc`fy%WDn}oe^?mqnZ`tqVInIF$zPvO z6s7N=`L>rJOxKoKvRAF2(x|ddUoYi3H~_-=2rQgKy zzYPm0&-d^{L|-@-L&JJz*)BcreoCSgFQ>Bi)EbrF(C$X1gO+SK!L7$jQVqCCWt5+? znSasNySDRd24dhnt02NS`Dy{Rz+Jyq|UtZMJ|=>#<1 z#4mC7Jbh2>M__cvwz5i0oc&rXQ?75-H7C3*-9nA%8M>{?kK6Tq56g=qg(5kpl}iDv zjmq`!u8twPEX4FHFZ07n-xSxHr6BV%nIpTdk{eHt%Kg;^R-ydTZN-3Y{qnnHl-_(w z26n3-s-9t6WifBHH5t;h+B{>X#3a&Sqb#Nvhwd)v4zeWd3$ir$k{6*~S~)U19&zfq zKEIBi(q{dflMmG;?;B?<%g3j~vU`G}z3S}c3eVWf6K+(=8ZM_FSvW;@9hF2o0ctea zeTT4*=Rg=u(fY2SMp%>@bJ$Coz~ z`IP0|OL#tat!oZ%-FqE%Z;zxXk`4b5R zOe`V^eW%Z1uQ|NgY|QXY)Ji1RTg(0hir+6ec2&!or>IPo`jEk(5Oh-!95!7gaV9j4 z^(}8{(hwlYS`VzvZQW>tUhlWdjpivB3_MXus#+m#s z`Q+WL2jY;TM=>f5RQ$y^PVd#)t`?U}o(opd;d@cZmR)fSxPKC=Ye{8ge(tP09jdE) zdhN&O^F(!0udjK_kjy94!jVz; zNXvZ-aSTvYJ}RkvoW2)LX#QnRF+IU}{XC!7(mZr^{y-i}`Od;amW@-%hO=2{J=9Lr6+_U)TNPKjlfEDr|b zy#D@sybo9WMO-$xT_U4$a!8p8Z*jO|NPOj5MSiw+Mk?+*E=>FknoC9X-yZ; zK}ZS3IN3S10Q+!L%GZ7Ew{(ehD(pYfFe|_9{)4>I+ zOl^bvYTBe2=~}ud*S3iJV5X4ZY}<`yIxiH=Md&T*)Qpp-w%ImLK00w<6(AB2mV9>b=!-xEfxeHXfsbzn-{j}F(>-OE z*fn3aOv`MfLT$M9%DkqreHnkdna|FWOL}V*8jvc=F$(`(VjbRl)(Md$*1TxBo-`eo zyYCQ6+09$XKXc)&2lAFzz^Tk)MN8;=fAP|e#l|+Kc+B1i^X|QlsNB2ksc%VQDX)l$ zSr(8S*O3IaUmiHO;yVC69A{_2$V!6RWrB@|an`YJZ*89a@D5TOVY5sMp~`idq50-y zAqj0xDcVc7F2WGaGhJHHmW%yNVc>UW;D^0$EQ%#8uF~fDnW}rmA!Bd>5a!##Rm7)( zjw{n${Bd5Dg~!#Y8Dz@lm)1;c9&;IdF20YBS~h}i4oc0mC*e8`E0~tfKl_adBq$@$ zjuY@JC0_MB?^N4hjgEhEmy|}LZKYa2@@{q%+egW}cwxO2pNhsUoQgDz$VXfho&$F5 z+vQ0RZ1FH1&2-DWEqJ26p@`S^%>t_+L9tzR;r6T?YaEKleM5{usTUfV7@KRuQmjA6 z83S!L$i`$DC%`I`xW7n)>5R=}scfch8(;Es>b^ILeQz#h%aIy9UwL_iX{sO^!97L&!=B*z(0DUPGcI4c)Du3gOhSv-)X8u!DNe zNf?JzC9ANu5SvjP=fzS!u38N!xCmS+UzF@=)+Ie!g%kyb?yuhbPtj2fwU$4XU-|i- z?BVV2oHPUj(P`nw29IK%L1LXa+6zBc--~j;L)AvtmT>oYu4>ZfcEp+AuU@n5(e%_~ zTP)Nn6+Edr;M@HR>#sB|CK`0{w3STbd8&>sd&gCLTTx=10E4O>5N^;#2 z^9c)`liQPy@c1>p`RIoDIf!FTSE|xer_d6$3sPPgd(y`)fQd3L^)K)lukfq@Zzxl81v{__?dy1@Rs0Ren-w`$Eq}|-eLRBmE?Et z+r(d~5B0Q*L8)NMJ*H|dz%8M1cki&n1i%aga06y$vwg#llPs|(nolaH68mN@!$rV= zLeEh?Eu05zn@vXX_}Qf;=LMQa0BIsCw95aGm&URUl~kT0DJxJ5!VULoB>VnSyj>x{ zJU6=E9MI3FIP)3%{-Qwat=QTHZs^@7ija<)5x)E2t(O@}x3JTTGj253JFOSP9P0U) zd!jzKY-k_#<*!Jgt{Cx4Poe#I-3B{VM-K0&Ik@j8`QxomV9BlJmu#t_VaYupdYE7bgRUs=+W0#>7IC^9x^ zJ&(4bTb2HIvI zn91D@OWO76uad*J*d%t~VlNz}7COvvs>y|9e*9mL6H&3XK+h6MsPhur>YJun~ zE~6H;VOu4$_>y0#Kle@gCRqEg;RaPAb0?@0VFH{O?!YNekn^`eEgLmk2aR%RPg0&_ zN3^JY$xE}gNjkyt;P zFVuJxf}d<>bVIB~4HTc~oiAy{u4^%fi)qaEC&diTeR~L_Z&I*iDlZW!A8RD2sdWX(r9G zpf}rwX^-T1(~~0(L#_Kn46Hbib$AL*im-$3ZGJr^o}2c2-_znoYjr&}Sju16>neF; z_^I&-QGlwoL%6rTSOmmrXn`7|h)joXvAyCjsT?psh!qs;2au)B^eu z?0i=#G_ty)hA7!P?9}UDW)^OD#bE@>L9lO|a;elM(@KCd-tvhCxXwOA9)Qu_WY3l(bpf7fE$ag=PpzGD0bxC`zK@sI(hfqB<%` zJHnAR$4N=5-*w;j^PG-h=6!$vcYgoRXXcZ$J-Spj>o%BoDk|sPpK+UElil5T zyPs$LzMN_7Zhdgx%y)sih9_@oifM0&wEXixRr(gqq8FYK9Dp~t%OJ@9!;RRp#imdR z95=SYx;+%QHQ+|>>(bK5(8iUU&cnBgRwb6c>x>L(n&UA->SRpL#izM-W{XZ8shKy! z;Eqx9n~wwb*=GNKX%??S*v{CT;WlpM@f*`NMi*Op>D_<5@cNPEs_gr(CbC)=jp4sa zy!1(RZONU6)`dL{!`_AW?v6O{dro!i>AR3TbZ%@aso5U#`|HfjJ1*yUpQv)^*7Ao2 z=^^@hrA=jJu_mkB%AY)RH?xUgbY$6wzMo#L_H#>&n%Bf!=%@B5$^2twyzT74Gc$Ir z-*o=%^gm?IkB-P^YsA|~HBWGv3^6cs#L@k$u54YGQgd^N{`48yKhOBp?$Y9xSsgov zj~yALHoGcdx$3rj6}c$(hli!>LMDAmSm^!9Upr%dhyRWnX<1plFQvDoDRWdK`s+No zJB>7d6j>iCeO`XGMUVH^(PaOp<`c}Vv&USue!es@Y4d02{ikBIZuYt_GEQIU)XNzVSuZ2AG=M_Xkbx{?U7^k~FceuQIHIjjb?MiD#{vxOZa_3np5; zKAU}R1=qcKPHw|)*h|uzr)}x-C3ZFBI)#Rzl`=3?gY_ap?X)5cq7Xi`_=4tqG*qD} z8=N+0H1n*%oV-Wt96lFo&O%`jBUo$;aS zv=HW6CfwWoTMf)+(!xVsgyEO*P>qHkK9m?;FS<%zKJPi37twCRYZ`0l|Ku6W=sSM0 z-?}BuGk}1%Ha<&JxpHsj9C)Hm6{EVq`)GL1-UMAVNp0p7-{ozk=u3Yu# zc#|um;f;6`xMnk&x+W~kmbwsxW~~fg-|zGOrWzyWd#g(A7fHJh%SDl#CW@(_wZm&y0lUu{vWT zZ(WDR5bm{3E4c=vahPc(s_=(rn=6e5K%3%bX{4<*OKJCkO7ax)88bTxwYX-TQp!9&}2ruxDjZH~T%)RQ}wC2&pS1FUZEizVj{ zfHkFOU#gg~%WTtAxOl{}#s%d>Zwh`#O1vAS%DzJyWUf>keU}A$N?lzc& z55&)d9*gT+r7{-{rRG`v(NFfg#92cgOzN9EK1lAs&K%2&VX-@NtVi!;oVl-9d7$Uh zE{&$%N0mnM#R|6FTRp3e7wrrm9UW>;r^PauVu|zgZIsM zi0u8;@$7!h;oDWCtdB1mYg=LH{vqFiYp%VsC}zRtiQKtKXNuX~^D3XkSMwVaPKAEb zc;iv#+~yEjVtj6S*@m)nN1n^^YIu49t(v~~k3c(5*m#{K=*h3g*dJ8;2^e=x@iCGY zvz%Fk)LQ4@VLm!{BBg$u_6AuL)w)Ayw5V!bEGQn=*E|QQ(Z^;Pn~Jkf_GX$@e|RO`+l9T(lv`3uO0Xiey@z8x_#>Uxc^a$aD8M%}(n zd-$JOw{Ixi@Q;-<7@PslZ5qRn9Q@^4<@+kk_kc!&!TRQ+)D0tG5_lgGdbak!BdI@Y zFhTd+p@oF(llO`u)6qSx@c)|xDKOJbw{rx=gSSqX+YY3<8rcK$lq+B53WuN0M-z7` zVLann3eya}p*2Xi7K~0u1Rzq2+0mJN1rb8EE+>yEDYfo))cVD}3woV9mgvC67o=QywpVdt0JSZ>n~|Q$0>=t(-&d zzZ;Euq8N~~4Q~5EGq5FF6DC#h8yDCeUc_9~>Z8Eh%bSXfBuD>Gbohp^Fk1f>vP+HQ z!7kZ$wigC6nnQtQnP0JxIL{}4{xgx0_SES%+zU)%M7U7&PHUWzk`a?GxeHki86!jUD1N zP+Kn?J&^6ZrSmk{h{}c0-#-3pqliw-pWw-9Gx_bVRHJC5!3^6%5lQc_crum>5s+{aK(v<_zBWW2s*EnROFS|Ql z(L)3`UtY6m9-;uJeaE+qY~6sK6M>VDztv85G=OQa_&GI~hM+NU48?M+SGMZL2ed9A zowvDi%{;pajysnNzk|TMJF2jvL?jKx+1%aJgXqJZck&cx5AsY2Y!D$eTed-E66CVKV@TwVN#x2MlLo}R-5M$g=IgD zMJ!X`#b_1cX^1Xzprp*tURvyo>yI&kMV1FhRXNNZxjPr9y+}|vatXrLizC0UQ6x&;5F~_^zYz-O#%oSdsOetl$*mm~Z zFt`$HkztDqo(X8>TZ~06PFH!cvvEi5KYgnm~x?bht^qq zYEH)We)lAioN~IoHYcq{XCGy~iq;FyMeMOL`VY3Lwx0*r?gkRFi2J?XJ}0#hjpB6E zD}ctx#z_o(zBTm_BB#!xaM!seeq#_7v{JjhK>Y5hKfcaI0Ms+ww={eOW^-$~0~*PV ztbHt+cucu0_=6CoAnRj1*22OWHP4aLLcFzqQ~|PB8KS*p4U*?l4!Fs&`KG^{U0|p3 z&KcU4rgg3?Sue}mY}bfJtVYB`vT5*da$;^0YJj%_np&P zkWpmRY|2IEz)L=7=$$q#l_DEwI)D8?*!8A`c8&OuokLcw4(kTMPLWW=DC@=q-n^wlfd2hEK8IG!#9c z!?m&DXv`v#lwWr(hr4mA+{0J2{)%pFE=fFkQ|ZjxwTF9)yn%>UZ9K0`mo^>7bDHCg z+)X+}4~%Am{ZE4}qu_e)AU3gm z2LdWII^Y|Q95~~4<4QSAPTiDwo(xXHpR3+p(v(Nxr@%?s?ui;Ydd6L;rFN5KY6Cn6 zqQh4&xc}M|AI+NQh-D`8n1+T(U);HuX@M&)ihqkdlZ#yB7LF$fv(xl(XaIgGhv6^} zM-lHEY>LJ43ePGQ0i%Hr^WoyWq%jN1C3&ZN_LmKM?3=lAj^Sh9+?kJ9s)2?#2X{BV zw0qurIweLeTDR!S-KNxuk&iW0w3MGIN5#!OKGiv}X4}}Vwb_qYgG>NFmPFI85c_5$DCtFvTtkyru=nhqlvErx9<38r-& z2NgG!>a1D~Rc*nqrTg4ChoqkAGZ&pD1b@y~Vnt*|FHEAHZ(B(MoaZvyY zB18m1eeY}g4s`R~9sd9y<8;r8Kbmm$aO7FsQ-piABgnYVvLL|J&ktQ7r}tcJy+P(BXAP_ryyhJpbo6F`n%iLzZ89E0EkTCr84;S>UWQrcX=Scf&;WQM00o^Ei z(e(LtZKca`d^TALE1%cVQakH58Jpe@GB$`b!YQ-H4|f@Ij8p8c6{NrmK6(~UJuT(@ zm|03;c|vfV{1ysTzitUovH}m+oR7mdh8Gk42jshv1w=*QI&&D(y;4qf&RK*Am72j# z<9N}3U|W>1PHs!b_K!cKr|69-9xf;s_B50WfoTOJD$|uvI)US}J3NXfvkht4U&vm{ z`3d3jzXSdhM@2~HTd%d?Pb^%Wx(hJKU*~82RCvJi7Z@#A-#OQZf6_Bd&#ohM(oMuK zJv%<<9J1{#=JxxZtUZDRrVk+%Ncuo;sI-Ux0gh3dgI1l79s#MY-%7KVm&e_<9S z%x(HO%i!B&1URdo?2Ekmb1bi^@XY)czZJrm{ZYO3Znpav!;$=GNetKn62pDDxb&SR zIys1+ZDHMzU!U&^Q75`LtA%rqiX$i`%YAD@;W^Sx{D6_$QPzghnqh}n z4NU(=h&q>yX+}uprVpR3!1+^RgVLfjrqyOap@6^bzEL+x7+=4VLCn}%PO@L9}5-N z?SMc4NKY;%5vww(9hqj}t0Qs+!D3&)v6$edb$8uYbivvs`*n`lxFTQxX`f8;vu4vS z^qB&)OB3O7o-YroX45$ExFaZK%#(+84s4t;Mw#AtxoRfd-i*Txw&SP_KUXwA*#n0cJ`1adr7 zTz5D!PohQG=jPll@WtR?eNAbTAwE1Jy~5N_f}Go+K0DNT$9M%E(;9@se8H>ZLs2S% zkv2Ycx9sE^vsr*(qX5gW-%+z;n;MM&f?O(`7Ow^V={Nk(th;RK$0|14$f07D zNjR2*MfFBtehZ)e%GD+)+QzyU&MJo`dQGlb$@Ox>GFh0@gYg|lsjK8r1u(Ht4kd#53CDMiuOP$5?Uz>0_CXg^a$Y%J>O>m+0?5rhd-7Dj9R`>W z7j^W8O?`-O#Lsuy@vaxXVf*Q|!T3aclCXfW`AHMH0Ql=(=YB^R%0-x+tq3;5HZ4AE*sX-BZXC$(fJe=ti1;ko_7X`F6rTVRn?@>3)q!TgBF{wh(fZ-?fA zt>!zt$k%#{d>Z5>cV7e;gZ_C@x)4X%z()EWG@nt*6p1J{RRWe(+p}J@nmC_z?~m~WJJ^Q8lPd*9E&wysOL$V7iH^e_?~FEmfMEwbOeiRd8$ zCLJ#A+A;p+qitvbSqI*)$mxE53EwR#9^zNBfCDotR-}@DhR71Ka4xb={^Exi7tA*} z>J%d(DA|plNpMn8E1iV4*U$e|d1t~E&!V%M`2BOEF}emxZQGCe)pcbl-~kRPkzgTvcC>yYg^@W>XF@do#u^=nAgYm^N{Jfwf)a3gVyzI=Wi&qDr7a`U3HEXM$P^PHTk?_nm$+B{!mj%(?po1#KUTslHEhzavCjN62UCUzT`@PlL{JtSmYW!DroOW3&_{W~uKv^OZ=a6U`J6RIF70kasRDJFcl)uX3p58unX)kucK|g7CDWV*kpt{NNZ_Va6 zdMYxXonc({V_4aFdB-nFgA7i8z?}@T#3?H+mmGFnD%s3&?^}b`jP$d2>dnl2Loc7Q zn}zOLQ~Zv-zmC?3-a_oqDj0uYU0aM7J4@5`1>2+2|D6*EG8h`{iNRxrDiwjez#G`v zfhniWq4OXe2yWqx3}UT$HAx7Dg9SB}>?esHkd5g2Mz>$srqJ&e|Pm%7E!WgxxIE@IiTC zi0de)^S9pPrZx4&RszA3^z{6HlC8rUCkxd&h?XDGJw%jP&HWtJF?i)hfaz|g{ zLz_}m7E7jX!OUZyuM3Y(H$L(6HG(ZhO`y!6c9+x%lq=#jrL4l*t8;nUq%djQq+gMXvw#w|sXxU|e0dU8~(q*=j zO7M9~kt($39IVgTjCo!Y-uI*~(}2#Sr`L_uwJmjm2-zksZ-XK}spzIPsCFXM@c=9i zNxU|}XzeL6z-!5`F-2EnKfN|d z$VwbU92s#HzLPFck`%EwQ(6(9)ZXOs`N{bXt)0r83gp5|u%yO6fT+u2Z&7UVJa12% z=7qz~V~MOdl+xekSGZw9AbfD=G|nS2I34+yjL|Lab6s+=T-JBmEE2JRSRB?Ojmu=I z{QC==v6re$qUcSDH7~-3unWY^cyR61HbsBOMm4)Vn`D#L{LUiQ?7G4AwVjO9 zZWHXyo8%rp*FJnT+I`>t-L+J8EUII(yw{|DuKK1oWvuXkEb`G?U{5wcE> z3aXf~yBh_biQt`3c2(fM~gbU^Vw-t6F$GZ?6I#W?cXge8V*Pew zB@c+NG9AEGKq+%m_gD(Iz}E9Nfx*haE=~&cSN~fCY`qqkIpVjpsW}t&&MmqT@%BYXnN6C@qjUQ1Hy7IM zw3-zo{9=3ansGX>+*Db;(f(26m8y4T3opgZ54;k8Wx=THvpAVi`+u%;{Csp23elhQ z9yrMcJjMwTGhJubBZhM05CPbC*NXx(EJ%Ez|KZPNEgy-K2I?qT3Y`|A>ZKUa7R4@& z6~`K|IC172h0-#rC@BQ#pZ}=MRFu4r)wL1Q9+2t$8i56G z;_Zo(gZVL=dvtQ$8?_<9%oVOKdi!q~KHk4-_{KCnp5vpvTNU|2A^w$>;xHwxk>-Eh#~$B_#}{YJhyqV>Qhm zSc!`icx64#noAy#z%a_a{6F|iUayZU5BHORRN}~%lW9!@70EXNka%ErrF0Uk-1iAi zG_*04O@oQY% zUmT8k*4b&+_^M^;i{>Nh`ccQYO|c6;??|b*7BQD!JmK1Lv$Lj;-(~fTb#C0yBK)-R z(PQuMj~VZ^yi?XTC>KRLTya>t%qfuH!jHPwF)nA@J(TQf=gt|w+yx)e>$R@tVfzEG zVkn1=Lo(!hei^oaBH8Ifogy*(Pd=B@(!L~v$fiE%V(z zjY{n&|4SLDm06TY%0RUZ4faSJUpAjmKTO2&3l_(PAdZQDCyu_9I6iVHqQvn&632%~ z90zrA!gObM>_RrJz9RcVan3cxBJ)IqV)JCwan@eIdgad|u_J2=_7>lKRCnmpjjZeF zS_WUhrl5l1f%buwnh-M-v`}{*KlCb}s2%Ls(mDEGsMO ztB%?V9)x^Q5plZEz0NtgAT3a~^kzXvLiDk`8_$>dJjqo!eyH2pOy~VCmGxKk3S6p+ z)7Nmfg=~xb$evk0za;hftTWeLhnp>r^YY$bqSNddu~ctDig#RGHZq+Ls+L&$;d)y= zuD8YSQ7Dvb{F{24@nVY5QjSH-iQeZSLO;QT<`(j8{4jxPo_Q8`lpS10v>vF0eTxD! zYb2!5G2QQ>_DG=RKYm0-hd&}9iGUb_J2)v5ETV0I{3{~LS(9YdUyny^lLFS@x7{~g zR0?k4Tv#60EQZ3B8Q8tgT8RjadE4Dt6S*R$JMe!92}^ad^%^2QGYc<(amX$$#Z^s> z+TmaNt$ASPSvq0=jmoBHhL?nP!#Cw!ElAk8$Ex>Os>jTZ&M!0H?9?@6TY5zFyFx{U zo7~k%RLDS4;Q?H)d){%c2j;D{UcllQS5?CJ>M@1nPOZjZJkDmZrO*V?+(Y9w6?Y3z-OH6;JuQH^{Scn$MwvdJsV?7*cyYcZZ~;b zHg{pt{uNaVPj~t5J^k?pCpIfF!%&jK?aEgd$P?VIfN=W~gxkjyXhl`c#B%8*EY3+% zJh*uWC9eOCnfTs&FxsE(h?Di z`%Pn*%3{sa8n2r@dgJnqL=W%OM@@*#npA|%8~;`%MvW}cFI>%0;F-VU6onBC&MsSa z3yT%cCWt&UNYiZWeBpUM2H|!Y2FKL!AgLL#7M+=ja-blFW+x6Ck)#nTbspo(&ykqC zTh7KS?)7@?^Tk$}nnUti0rFN(b8vkkuhjXHay`yJEAZlS zE-I5tm7JQ58lM;(`2eS954G_%E3S^R!A*it5_PCKeXJsumtd*(~)e5bKk0_@UNBin%iCly$r}jQ9I% zIG+xF&hYuU@4l2D5!pIMQaH7|&ga)PrW<0NhvIl5wSIkT$|y2K*JJIQVG@qx?qDTD z=#1(&3kyZoq~59zdaGrIS+vl>bn9RECI>xI#%v?J}y$@kBK<-rW`a z5_2~I(>^k0;i!}ToMCul_30N=0zwyCM3P4}Jri4C)v*xek|B$EO8*{1vZSJI(=m9t zLmM~bgB`oePF60!!feZ3L0ebNag=pU3TGK^;=IDijgZ)z#K(!uF-Lz6hFi$%HOmm! zWECl_HtIO*E9AGO&)hnl18i7R}Ue}&}Q8TPAaPnK*pwGLf^7qi9IILr-K zaK#Y;m?RR8*;)bxEsXFY1pC^w+uz+h87-g$u4|${>L){bO;UQGbi>v|E1wf?<%23? z_3^jYQwnCe<7}alp@DG;k^79O(4T3W(H{F#T*G@@&L|w`GaVB`&}8-Do+i3>fP5;m zfMn6K9HJ%Mir#D&ATD#FrnfC!s5YG3Upk+ZZv>168NS70IE>T0HxizjJ33Bc*ksHo z7ws%X8(j4dR$^3)yP-)QP^nnUk;TAG9|7`s{{RA;BBkGBzLn%b!C;?or557*(<(`+ zk#yb7{D)|L(hmq}s#^f5u`i7Upf_dAZO{0glv ztYn3wR*>#CR_d#BTMUSZfqx_w$~@t&do70 z7}JcA0CB^iml&;{J%1Zcst5C59`VKg0$N(G-a&B{5^twx)P=C;Kuvf^!ahI0{uO(% znw8-oV;0-+rH0--{IRZE)ll^&Wn!vUqXa;?GK-=ThYnHW6bxPkdqKH{SE+}m(m3SK(6@r>Yhb~cS;^EP z*kZmDR&xYLeVn{jjk;SZp_{!hX@p$^OHQFa36N!QK+20b#Orb{4s}plh9BDZ_hph& z$>V44z@lZFd%|;5xU1rgi`YOYSh@ZGq_J(xdi z%0*=^DQEc@mz>hT1$a)IA}AzuNB#!%^?g`KB4ttR1y>b;G18m>AJtKSrqkjCag+*x zX!$LdB~d9hI?6wQhqypPx#Vz?tqb@(PeqaKo%+xJAAVG8wq?t%((Wz8$7j z@79ujiayxnu10w=UiwAltptKcX#T((kACzT1MEIb#p6zc(j z0d7NXOy@_9Kq9nO0_b2~wgx{{lT|~L)q+1(7m|lW76k8OK!Ww1($FwO`2H|gSv=f= zJ&Z^+s-OWj>Vo`J%w6ti+^vT>F5(RhltBsuP|F(d?Iy0P2pALQ&=Av8od7t2@6vF; z>05{%mQLKEO+z@-C*cgNP#Cn}w8iafptG=sj5=P=+4)eplKx+k;I$3i2CX-%oQHSs zdip++)06Gt)^S1L`9yvTt{;5H^@Ev_`tG;?u6`i9?wYapQSRmNJK^r5s$Qjcb@Bz- zhmyu*zMMz%kKdf-8Mw14 zVyQ`SLu74K+geBrJ%RpUNDS$rI@fpM-n0KQ+#65AJw+7mZN=eUlh3yO&pFYukL%ON z0h|Tf(E;`K;Bee3{lhHH4+!!-t?1MQ6@34Y3*Uvz|Bw&KnL(oI+ff#1<6U#lT0IO| zm}%X2Q8{P)|B?vKF6|1bwTCL~mzS5zbacCIQSz<6`MmmVT*DUN8uo^T!EgQku7<6A zesf%#tgVrzzb5~e)cfuoLSDU(wDlZ2lzTf+@z#Aj*8TCuMX}A%tqI**r#vM^9gbJP zoAK;ba1=MT2j~w+eX~f*Y2QR;=EP&nzkb9kU;BZT6MGN4H2?k2;SixnW=gnlT+|3lKEajHuK>WTz} z=>94FSy1FdM>G87yun5H{~Ch)01nVLmrfRmAqD!QJL)FTjWoOre2IxX0qzV=%`gGp zR4B?_0Ol5@HAF1(-HvwmL3ictsAGS`Vq3gevNsmDoC^DO`eP<_lxmD??lt`vZ3V7r z{JU~&PJo8}3`tn70_=2!p$SY1i(;1J0q@Boy_rpb@Ibu70?_bly?EedtYGBc|ZW zElbi(K&P7jzxuw<&(>1#tB$Q&5Juw()B}!T2}SC|CdejV8`wF@XoTO_djw=GoYh=q z|36gczBS6tk*TmT=3h)9k7@Fo%rDH8Fn4kVzOZg_7SifUckS+CsR(D_IsL?SLEDMOr-36fFs4x zZ{B-_3x(hcZsA=5h}PvKc!r<36_U{JoA(SYC=b%5o%3%tA7E{K*6R5GlakOGC?K4-vCGI{a4|)aG3hv zGo1&si2|u#=j^ebuR#*l^%ZL%s31_h_BT~3PChVwT+si9#I0I;E|xdaC9UlL2i2CQ zA(=}_ipW+!OwlG2cX>mv<&y_faxXis$gg9>U~Xai157)7fx_AhH<4t@lv4$SZ{GW7 zv8F{G81~;?Q0MtAMRmNL6xNgTM@NOdff)5q$&q`jy&MzGEZx zgu|j%bft%nmm7w5uYyxQM3M*OwOo%B=uPK$z+NerIS>eU+@cuW;%2YWTAaQW zhp>MZ>78Bk3RI*jvoQt)n_w>YKH^8JRyI zhA>}>jdPR`1}mu?B=I7P!P|EqC*9yN+zLq^Np4uZ)GqDY zDqju&Q=naHT94T)F7mZ)y-O|WLlt|c>i z@*K*NvU%ku*I$r=Nw96q29TlBZKEg|O5?0>AAw4&w0t03oM zJfRt{>txQ{+CH|BY#Zz=nRFTx2t+RH3cn5S$c2A5y}_H)U>)KnNz6`>><3U%Xf{}Z zryqIF5Vs>cDU!D4zxkb28EVzUV)xa?e~$wi^#HFz)?PAhAieeq%!Q+ADmy72t*5rk zWKD`vyl4#1cqT&*cMd4>5Mua_Q5|e0<>yA9w-9RBaTxV1~)e{1C}GXrIdqQq3e5ae zg#y_H){<5mcjLZ)*w^K*FMKm+8|lJfaGcF3`^9ly-|%!-#uy@!$Ypk0gu;c9B}vLI zsdmWke3ssuS6kDjb#2*Ji5?aGnrVM5-cmDSisyyv%PvVxd6byEtLj4h%56I`8|rcg z4V5#!vZpnA3Wsgd#EKPe&2@j^Nrb1ul;wg3GdL}Rs@t~c$I9d;fVxC5L7`7Kj_%*U zT$r+%{L~=MY8n`Nt0v?_^lKJAZ#H$sd{#;nkgc9TZ{{OfG+N6OCicTS6XjFvJ@d1S|z(qXCq#swig^@3AJ%aqyeYrSzk{Z)7smEsl0ry7g5 zrA8y-@LlfJvt1t?2x9~qVVW@GpHn@$3cUQB5$mrofh?x-+4dm!TP>Pt6Vtq*|1=v) z##^P|a0;fm=2IB(^{hyd2|gMivi&3cMDM-|7vVPcVT&!4Z4nk_%ubX{ovLPv*0p>a zr?~!XWa{QKi@s;{alt@RmtZk+M^8WY_zqG@5V?|gqLR?@9yWv4_;2YpvB_v4`Et=d z&BZ(T6(`>jyUVJr?3jFD(2;)RTFcz_N6v7d%z-fMXciur0>2Egx@ast`)>0hO19J$ zc8rv!EVAsXpxK}+8@2+mI0Cq_ItZr#k}&19#X;OX4G zS*EfSJ&iLoVzP`M&ojr3ng($tpfMqbgMh4*pbJ=69FLkasvHR%JbYmsa+jV1kO^Rq zsCX_YAl*4Ehq!Ss?k+Z&9c-I>1w@^baCQ=>)sLc#kspM- zh3MQ824S1z`Z1>dsUykK*)c}V8wkId%|Us>$p>b;ppl2@5{d`i%%0=@U;y0>W!qyO zQ^6LB)I`z2!mvE|O^CcuJN0fcg_>uVoZ7G5*~-I))vN6zl5wwo{oPwLC>#~H zCtmWG%+*8SzJ?#m&#Ex2UY>SH`ka1>@`d71c(CxE4;DQ}+hxg_SI;0bSutC9OabQG zEFZL>4o)jX&sB3qDbm4D`ge3uV3pQl?^2~1zTp*j2m;O%u84^|MnsEgQ7SQTtqRPK z>AW!59Wqnt;mV^U77@*7T-xTpp499aWy3hT@Ng-(zfAe-<#@Y1$mpx9yYPq{c-weQ z+wk<;G(0pi)~lX5i~>&!Dni#%IuCL@{ASPbL1SnNIe&aDo+A+ALZ;g`Y__FRPVBFdCkElL$end3Btawq}uJLok2I znm$C_XZme(MP`p{O@D#M3=uZjkOke-lwSAZ=I=x+;^m8J>)A4#!FhCxZ2UtJ?Dr6o zuQ{bJbok|xaj+uAB!f8Ia|`4FYl7By)e}e^vbF|Ir9qM;D+Bf}?IN4;$s*f674(+p z&=Gd+oGaAcWP1Q6uMx|tUsCdn$*C9 z`9Tt;hiyBnvXCx=x}Jw(8>WzcQXjITlO94Fe-Zg2mX^emA}pZR(|}=#bTIl@B%B;e ze_QDrzer!sy+5#AY+Ss72ZYA7(9H#9#5m_X>pTI5j( z*ay9Er#6cIT~g6k_5mF+3D3&WriMAEIN~_D*2SR>Pf^UORtK-+!rrx29Yi=&5QXOO zZM6`b;eSCs9o)_m*Hv+^t`BV7O`0MyGrih1Z|@%cfY7Y-jg#5)rBBs{QY{lu}=PO z+vR|tPr0bzb%oE$S_Y>JgZAp~i^k0LL@?_+8R0Y}>y3^37VS z(N_Tak^Te0y_6-NsCpudpwQ(>Nu3~EWG&hvirV8NkJ9nst8h_nLKJ&ut&EoZc^)rN zh~gJm0?%ij$dHN2_kvAcH(E7N4Si9idP)4ChkS~X#%ory z?N6qGRj83CT*;iWxi;K*R;HBbr!?%q2n<9$JsfdW448@Xt6~5m>I|~kOK9+ytr{NY zOm>ySti=^8*u~~4)Dk#VGqfXD-6gN8Yy6jPC8Z9?rjd#!Sl+HOi2yWg6>(5S$k7>% zrq7}E%B~t{B13E*=TZFZM9NzVPN}_F&T*ZL#aSuxi^PmzrTvWv^Sh_CORiJky;*^u z3Pmt0k?-WckJr97P=P0ZiE27#G5pulXgV0nJ)N)-$Hw46I57i}1*Sv=#&etBUncSk zO{StGhj8IOt2|K}&fahLmC<;IngX-CQ0bTD`-{mS1CHHQZGSg2JX^7)$2){SXY{3Q zyp5SJ2s{i?JatraasLVOl%iIQC~i{q_ojHYd<&i5&|i1Sm|lfgP${O@@Ge~-TF@m* z1)l2`g}dMQdD5a~iCv;j|Wb?ksR1O+~^MJyp(A?vBGRw&XqHi;~ zedb090dfK<@`N5N&}%$c7cBQ!c{)+Zc=%$BHRUw;n`(mf0D8Sq>-B_)3QMntLA^XL-p4x z@Z94>B0YGH=HhKsZqB{3<*@nk{XQeg(eVw4Y(69Eir%o_)#9c_-u9XAPf;Y~P<0dd z) z?Q+|N)IvCWtTIfh-N&DS>WjO|Q|SF=MwW=#O*&q;|NZK;VUB(^c&0CyUCI5Cre6n; zo^NEl`>=&kp92$B2Ma5bIxph51%iFRk7S$@_n3J~dvN$4nPVa zALKC7mul%_t-3D~M0aPJ73z)OCX+hSY8< zz>p9dM##wH>WkVwH&>ch^mk z&m%YJeDqt$-eS7^*sz|$195wl`vR?_0sRsv0puMByK}4MyC?%^LBJ(0C!Ng-N$2Bq zKCZP{Q6zU~I)#?vcK7ASeoosKO}R&a*8OkxQ{lN35mm3@@rw^qdqNTQ=D&LAVkBgx zCd1nK4$Z=0oS9l-_@P1gc2K*`eq7fPBb`_*Pp3b5gS!Tp3`5hVf#9vxomV)0$wy^T zl3P&>Zj9S1NzLGrwD>a%zKN!-oE< zgaRyv^}SR6fGV6GR!=4ZTrs)0K*ncG#0+^4B+mj?^ez1YjoSkdbKni*v7!Duw~|l9 zl2|HJ!8en4AL$kCL&XdJpjeE<5Q+4QJ>fOF-Gr!4nOA49=1`A!#)Lwf`Om67NDt^|N#)EDlq*q^o*KwEa zIS>CJz|p0Hx*~_pt<(#?GR}*9dx%^aBS|tg&uQ(n*KuIiMmZ#b`#CT9(wM7$+^hd(-apC4re@*0{x#L)9w;SYWdCp-N zG6J$nyRbe%a%XQ=!o(;*k67JDSUv0LDo9qt(@#aTSMa>DhfcNCXN%m4Si9Pu?Ek_| z^d7|gWs`KF#-g;Y}-18?dUh?VJo3s6Z5NwhR*7$aaDLS z5kxu%)r|t9$%o&xSoCH5*u^-C2v&qe0zH7HX3g+}Z!&Xq9za}K4AdbnGAvV$g2_cX z?|0cPW~;fP!k7RoSxX*u+v6Fch{hIn8PtU1IK$15&GS9!g3E5GCg~8HWrr$O!Fi8+ zT~wg9Gib((%pHw}P*W`!jRYfIzT(#~s(5?O$BwR~1oJHn1?xZ~nkb;v7)h+c1(RdHfEXJjJa`Wq^N?m$S;ae-NG=XTKsNYMqfLIh{*C=QDja{tPn7QR|tR3Tt~G)#|^nEId02oA@~s*!y@_n)Eo0uI#qvBhulN) zu9pN`C{57mcp_0Xs%jL#u_|kR5*H9zc0RYPL_&TVAr6DDdLvnt5<@X7cfb2xFpP5| z{ybi+B=Vz$((m!~2fU%%8(qH){SS{P`c=eet7bZGXP4axoEA+rW^yXyAvrqe)>U8> zpnJPG?cgs-rJ))=W0drMp<>UM&*RUCffNF6`7Pk)E*Vp4Bu))9z0pa_tkKhH5TUH- z;CGMKzyl`j3ZhzqSfBUc#EK)xSqQSf4-zZcvf(AkgjHfX+si0+-Ap z#}?n_RC7E?89$sc-Ozj1)jEBcQ(nNiKV2@n3 z`tJc1XQ*Knr`>j%(ODCXDUn}ZTzQmBu&vir&TJPpc0h3YVB{65!3-9YBd};*EJ*&eOG5KHo#s zrV7nRPb5sS=Tfd1s|#oUw3#ao?`J_qk3hG|NIH83Ih-dFf#G>vf1Ler+#fl3tgq`` zkG#{jiIeB2OaCCby5N2L%7o4Y)CPl|U{z?J_VuMD)vpIepBY4qKnkRUs9aI}PH*)k zvMCza-vZ^tiW;;l5^gy^cKUvdscKe2(Tl!1XR`v&g#>}vh2sX0;JAfTk;{I5fnrAI z8pXn*_5Gb-+d9@dXj|FTziAM>VvZ|@!+Q7{zX_%WK4Ryo_! zYEP|&nasShYD5QAdUl~o*sR(+Cw~+|Jci^Cgb=nms19~T%pTGGVa67GgE+e2#gR9- zXv{5tk0U^on4u>&mYpnsZfZL+ae%afklf3+QX*1kQD!8V-;{O&);VrV;A`j~4VaBk zTYC8D&*jBVQ)t$+XX?{NRT%cDwJ6Z$)K}ahz{$L}XQo1+JCH?b_!wPb)an6bZ9!_zu(s8`+B+c=AkIxOdtU2E1>IHniC7q@C~HGwZ}eEKjf%y^Nvd| z*nMR_nF*7bnOl^fV<)N`_TfTgi?@(p(+wVm z{UI=sO}8XbNIkpfH$@NcnR&MVkBil2#iF91G1!D~;^LamBR=w5UP#Y#U2aBZ zxCkZ;5cR6Q3ZDn}w#`M+G6H>&Obs5HxyM3h8&I~`XRyV>voggcjyzH`Bw1pIl z*hD}tz;WDURCpQj3?Mil9A9_HtpuQ`7d97I(%TW5QZE@p9blIv@yC3Xm0wCs9v_&> zC|8Jqyg7V3ZitfzI-!2b-%t0Fz^FQiF;9&hK~)Ma4n6JmLmMY*g-0zO0k-|Ow4tB7 zYr>T2Td%HB`D$LvuYEA{<7)Lg7rwXHP-?nL%_zz`5I3}9xh(Cu`Wi6A3_N3uSbkYw zZ|^AMwvJJ=C?(ozF~;;TRg;i;;O}c zICOX8Ou69u+u?FDgCPRq&oLJzXqq?B#^JBQ0M(i`LZxJY^)L$YufLv!k6DB(2@MBA zQl?-RS>y08LEuI-ZhthINwpss9*GvIp0k+bi0Vn*wYO{*V>!#Wfy(uSap&*6|Cub9 zcj)9>%_)zGqC@Z1V36p+@hgyDxu=Q{`aJ!&EkF)3f7rJXRQoG?PI$Q&3vUFEg0$tZMN(+6ixp+y%Mudk>-8{w# z_HI}`uhg19`8KtGkUx2GpJA01kd{?KTPa zd6{Q7^p}m!)n5P$tm1$kZZ7EeZ@p?t)h^ zRAi)7a|2Y5{fFF*2!SANMVi5}twVUwU9&WzCu4ibLGMti{bhJRQKkxXgJ=;V52NZu zQq1Tt)rSU6sK|MA8qMF|F)IdAZ%ql)T=i$FEhkiT(uBZkB-Q04_!^s{>O_YZyC2nx zDuN)eKj5@jYl&zP>UZd>URD??shXf;wglBd$mcUsseEijPNz*Y9qNeJSn22PLp$P8 z#*a{Xh&(ynLs0F^?rUu{Edb9^hC*lQ?V#+jP)HDo9gqicE+UsO2w zCYq5>w%sL-L({8@ROY_!>FxNK4|ueRmZ;&=XDR7#R4N=d`9@$^ zziX7!KmuB!3)nfK=0I5Au7>}TmQl+_ZKBh+wO>Cu9uY;8C6_+9W@AVmcWOrD6`RfI zxEi1{Y*C{v9GD^cHc;08V1^4{R&HK{I~H+fs~vOnYbG7m3{LQ((HAQmI;RZ?j?>D= zv0-R)nX#N_8tDPAJrTFT3HuLpG>QY84j7M% zC$ag}>T;Luo*BMr3(aTgJ>!n442vv(ys>+$oKU+VqbBzG#kYzc0!B$WgF$T(r*iHmyvsWjw0Bfy`&L0)_vZxZ!_;hGY{!je(4ZIQv9L|vkk1W5?8vae2{o%QUe zLv(yKJ-_*U!lCcs%Qx|ZDBJSA9Sr7kZC_EXCT@mw_mFsM&vmhYHM|k|P83RWKJUOe zdH!tN9*f_lIw`I+dxzL+zB4p>x($Sa`UG?5wv5)6&L_SpTfLSNjI3n1qb35_WL?>i zQBf0nYgMDo{&G*jCC9WmI+i)+k=M>lYBc-FxuB@=&6S?nft?Y1YFvz+*1LyfuoUde zYwHrX>-B{0El7A@8hB;1>Vw`dLT!%S}WCZ_B3nR#69*(;Ff*dt{ZqEsDhnsQ8vkD&i;_ZD(9ny4le8Ec~hG! zyQ(~z@_KIsvp4SbHrg0?|FiY}eV*&Hul6ir@9n%S5bAXgw>Ve+sY}qCd#kF}^}(6i zd!Hu_cdOCtUien8XF-*8e3f=YT71Kygr`4sZ*y9lYtUexb#$N8^XKx{9Vf{#>wMN^bmkQhM(7BxmgY!F33 zieQN#MG;rZ3YH`qBP5cD6=aPNS&^n$Y0_*+P+>)yD1wTz5h>y-i1k0GexFxv?*Do2 zeSS%R-S0bR&dfXSyfcT2h;*LH%|Ycub$qhp!(*Tnf`ifTC6mgcb{bUd|MT!+^bS(R z@!|$;le_7|PX({d+1#FA$hyj6!`xnZ_o7M~F<`>X9}t?jAZidIsC)W+k%tbiVrxCn z%%JY3Nw_Ez7MphmkX6)KDp<0JMi5{CgBco~)gk~IxaN(g+_lS*B3F0&mG5h8@P zVrkk9q{sq@HoVKh{sc7i{OHU;K(pTD-^73bjQr-5bj0k!&oqDZjL@65&Wlr!-rkbg z>pChd@#o@1uIi`FH{!S~Mkwq!S?erw6V~A}{q$!7Kd(O?^}*~KigWA0IeI!vr!cJ-s8&4@m}~0?UukRM z*Fq_I=<6sXE;#>c>zU7t7V4I3J@lf>6V#9BT8N8|eD%1&vNt3M2(!xFFE90Et!ADI zPX&jKx8fM14f(I|Y*#>dLjE*wHph=0345jfCrppq9{pty8=dg__Y=^y>fad_OYI3& zGv~qv%c}8s?NBE!c?_gTfuOj96G4J26YnyTzu>3Pj{?dz{I`76q79eKo6CKkcCQ`J zbl&$Pv=7~o$m@Rwfe&0%X8^_83+cl_XN5Dm0BGF%HB$nsY5E0Z=?;w-(iI^zW0d?e z`oo;R%KF(@mG?b(*ghw&rXd^zcKK*==g%gQg|44t9Mn&s7=?oZbT-b}^;KqPxga04 z;utd#MX(mpJt9MjP#TTcjSA=LR_|wlc0W}=8<@!$d0Va?8g~F%N#dZh)L{!UKWJYY zMV~zj{+`$*=q5SgB`I3~3% zb9eV*n|&eg(Cz<(_-4z6s5upmPlsWzhqe34;+(n;xiVlE|bo`9Ra(-0W^muKYV= zCprDfIjB8pNE<@Ki)Nx@x~Q~+8ADtHAg*gy|0>AOKL-gAR$e$;%Am7bcPf%v!J||r zE;JuOz38~hPfDNu|Mg5j&#cdVn1Z0(>7EJ?3JF%POjq)D;V^fi}pcyvF4u^+pVH-RbSfP*1NjaaYtZRd4>HFd z0L4MQ-(2WBA`Pq_aGL(I<@GUvQhhNos-BF$MWZ5qD8py3>=OtF?VrR>^yV{T1Zhk7 zmZS64m4#560~Y|=Ki1_djMOmm-b)%RoF|iom}^w>^6^^#!R2F+2ZbXq=qY6j=D6S{ zI`{#qJ+X8Q&;)sMdoR@T$Pfqe0#H98A8S_hWX?DqZsL}4WHD}^c>V=TRs`)fR4DD) zCn5}ksV^UD`_dCLV~R)I&sau{Wn48ovfv!}ZipmtoX+cbf*X_rzc;%3_3BCgfN_^C z@Nw)ViNCjYb!sRXOD~b1Jnsd+464#w!RAR#-}Esh4yBlag6bVDGu}A?HQ2F3 zaG*oq?5OJ>Kwl9JVd(7Lp9GX14aT1usIRtTm!9#eMKUF+)6-c;A^=<~F}l570M z-9D-XSE1WSm6DGO^rC4X9kRM@ZtRgIM-_T(>JSQHd_Tu2Ue^82Iv5m7g1u$M_%_Sq z!%%Bo_NDdI(}6M@)7d!a-iW(8oLUuXEW3tZ117jkXd9TReKROsmz;(0A`sCec52n9 zKW{ZhqbKH5Y0x6c0aT$BIz|>4YM}8el=W=-}XwSOyqQ4ov(H;(n$n%KN!-loI*V}mJ3Py7M zkRQHtc|YMzOZQ7@NLwJ2na6DPpwqaP!*gQ)E{ zaHk;jXS$yjenUX@LaF=z2tC1Rv$1$`)G!$21K8NW{QH$ks>sOB=F2MmJNXc+hSr+Z zmjkK)HARsYMbBovuRZ3AV!KJV??QbN(*Xh@^0(r_NoeBp-z^A2)IR^#|P@7B4oBW68Mur(3CGpbtQ_}JuQDu(K~Fx0Ix zt77SwhFf>g2x9NpvKZIE@uYkhMk7opcrL~fAktw%t5SQ9>5EpxtW>O45WZ1my~_>s z#MJrA+?-cBPEW(PBZ46;x!={b7ww~KTRM0iEvKN+$!lLUw&wMQ7%CEgm4ta|mo~YO zWEpIsqZ1{zc$1We0 zP{jj8)RTv)AVDHmWrl!CyLnV=)4%7w>c9QR75R_eOH2 z1#M1n)}#!!$z}S>tQ%?5-bC+X4O@>(L(NUJw!rLn(B#KJUE8@ZYxX+olr;lWq8y#_ zLP*cFym864sH0X&I?kwaJb&zs3)wQu`V?yoV(okOpJxB!L6{k}#T3b_eb%@b7%0gY z%iLtvFONJD?)Y0FIn~)Gf%T`lnT(4^a`)SN z#@a-Mu(_1N!%AM6Xm#G8B7-7TuRbx({rq9lg>}DOok*f}n#roFd!*W!uMF_iqU#3N zRJ3f5&DzgeP0a_hZk4Gz&)IOu!r6XwnxUe4#6sVHH_;gHwUJKjRYmT$3M&5fM$Mks z6#N8{yQi}={D3PllZI{|cUkkIvKaX{dypJv+s>zw66bJcWg8105x;Lxku~Im9$ISk zoT*mf3hOA^r}MPhExOZ??VWBeIko1(6sHj|E=MiTxKP_CdHO5urbE;KC1p=%e#K|v zG&~$X=3!%R@G|nWsYgHh^377?ykmLf32l-d&0*@> z!ufvnuh~%>U`skq;89BB%=hOX=trzTHt}+wb9c6vJ-&4nc$^|RI#m189-~1ruqOe# z>Pwl8gnM;xAWph#Y2V$l$dp!e1B+|c{n?(~C#^sAT%yh6Zz8N#&bHOe?BqUOimQUU zvsTs&R)q-n+Dtk_VAsvgPGh5BDi`eI_8}bSr8d}otKz>af(F`Q+j|WZz&DpLHbh;a ztv?c*h_1K?Q8Hp@77ROybnxfVD3$4!m-_Tc^pE5h9 z%s96J2p#PvxC`-58Nk}Okkf^)!^iraWY!D2&1|iGm*ze%xX-zE%`KYuoLSl$wOaQ% zr_~#}E!7QXLBLhwnHLw1o@rXy`&=2(TzILqnoPJXXepNG>P6Q z4h<8?EplE|&4o2lzGy8fuc3$=#7puSv7m-Pz7+neeA*@?TY@hYzZ*9h`{!Nafu2As zs0!%xdi-x}zKhb&gIQ4Iwmq@AMcKPLrAwBb%4(IGp&@I49FMWie)0P8Xd}28Zbk*X z5aW!uoE!JnE5FsbuFlxy`x|}|6y=`Yd`eYJ_HVopa$EUpPCP99mVK+ zcwCPM4K072pn=B*ye*Pd*jb>hb@W;}na}gfU*+7(X#y04Gn8n_>Pyvw$@!P-4J}1O zzcS96N5Cg4tY^gAP6^4cedL4otzOl`RHmp z*x2D+BKnrLuQzsH3-jQ~r=o4n7%puMY<=oImd!(~vTom;#I{v95*c-Km4v!B`Ua-u z=tR-OAQ5>87IbWq%sx0=nmNnpDu-3PiB9EQmdJs~-_%oW*49goQS5vMcIdjMXq~^J zY1$p*kva`6hyfoPv9VCA3w4?{^I!Wp-h`v1rGIwJ^N$N^E2Di|U;6>Ur`liQYNcFw zU%NQ}OS-^dCgrpoAji;#n3lq&;n!Zw8RqWz3x_>e(E8`m)(=l#rCGCCQ$dcfWUR&| zKmZmm^EImu$HZB)0j83SIvTLyv~e#boCG1@1`jA_d{F#rRnN}9({8#4C*Rd2?0n<7 zPox~ehw~?w4?nMZIUFMfM8fRfPU=?}b-Yu0^2R82%cftz;@YjxWL&VV)?NXz#Fm6q zeN~Cku)>ky7HoEd-+0DYc#mb{x1ro2(BKoh9yYEwXWs_9ET)oI#ctBB%y>yHp z4&gTixOY-P*Ij1vT~y9;1#@U7$E+LK)Qq^5zKj)69zMbAs8erU|! z!OtH2{gU8Z&U?-xIg~Qeqq$V8s!zHjCKS|$o1}S_Iyp>++q~`{zDUe2!a0!ZcnLc? zaYvnXX?JYk)+M)QtSDyw@9msjjO){U?+Q_>2%{rVQL!x<#P}GN`%72^yOn3(P`_s~|2)k}@bDbo;>_$5onPWQ~A!Em*$Q9a# zqJKVVOFMY2XrUv1 zg}DcvFMbx0NR2DZ{qYUtYO3~~HNY@g<(?^3ubt{1n=fIlOJTBxQ@!xiKllKPlveBG ztj{ZPJ_|v1(E`xl$SE@cemYBOd~OL=UI4pQWnP4BbWgDek|;~Ecd-PmS9u!Rqz!#E zF=vZL0Zq@omsUG1(jHAKwgpQQ|Js>?+E3dX z0^oD}>a{e%60!qB0_;z*ceKQ|h7ln-`em9$u>@e-|Ww5K=J30>74~^WmbX%%0q=jONAJQcg%U z;E1ItGpfF8qE%1?K@U~~mEG))76oig)TQ{R-$xI~&EgU{hXpYIEsY%<<>9rawx^zE zy?oSw{cLp{ABEE*snlaB+JEj`fr+cM_0B-x9&li;xz~MdljUEz^T`Z(NwxRu`HR?$ zqHJ59XwFq))+@~O2r4*eAk9bZ5~?zUu1e!Nz34)7NKMK_i`omcy+!p+9AsoLqlCH^ z|HmH2Dof{8Bo~u4eaup70S0SkDG(f`AfbAJu@;_j7CaNuA{d(u7zBr0bwN%TlllvB zOlE71c2^$I6|z5@sIyhn#3~n*B8cifr5JL|(zvUP@)s?#K@vw~?zw_vV>IZ4h)&(< z*~!}J_|z?$wF_6r@zaAoA05Kp=a!$ef$Xy$7C6amPwc^6YmGB!Y2V$-W;$8M1odON zo%*ri=0DVUI{{enX8_E3emu-kAq?7Lu6PrUqCp`BfX;=;BQE7ZDIizhFH(Y>9psW@ zd5(inHUScn;eO&oQ3!Z~*MI9OKRB3hFS3lH;!VbdgYP~5Ah}0KveUQz_?rUt+e%)W zer!6dX_K>z#^Nf69-O30+t^UrQ}8{2i>lB_t9W$lhjZecpckK$zT{C6MvEUo)PM??Gp8KMS1WYa4IaK-LPJPc z%3fXF+DYG#g}jv8HnsP;jeb(XP1^h#>f8B=_jdKh29$@}+f;bUQ${Npal7@gDm8%$ zEx;xg3GCK~sK}+P1Sd}#LuW8p$G7DB1k{KlqOP2WXbVI#KWBicIu2_S4e zG_&j5^fd#zE_aW6>ObCW5L?BP-sc8Mw>_*TQ~QoKwpz1HrPcZ&BPvAxvKhICnv-am zGu(nyY{rEPxQ&0MkkIRC6%Ix|C2{>IUHbl0=XK?o-ul>VTSIR;^SIf9QRc z_CmZ%QaR9X+ADrUjusA6#_2zz*))RWIF6OV&i0v!ZY)v7g2#b(_`b%9_30bD>d1|B zfC1~AE^Cjjq^BnO`Te6N1>RRt^8=jhC|~A*MI_KcefFMm`{yF82l-Z8@1|cEDQfu! zvWJ#DM{O0=qe^%}PB)p0@uC)_2hp|`Cfr)3Oa9C_G$9RDSi zrZW1D-pgUNi7U$2c;#)Kc~z?_hz7F^y(ilik6>Z}A^80tNgQWUToKdQ;PiA4lHRp% z+F&euE89zn!!Y;wWgH*v_G%vR59$jZpIi^^XP8%MTn7i4n95(@E%lS^2$d=mohX(`%e&q%GZQsVFc{72t6aBSIB68 z@+A5y|5MMNwT#A-;`tT~x%7`>{-95aVhYum_REii_8QH?ThjiwdDrSA>CyTMkKeZUq>H{ZS ziFZZc#<0?2a18aD9pS#@MgM}?!o{P=#NtGVS5))ZmjAEQ9fsLDPW6CIBF`x6w|Iib zO7JvZRNwIG<6(tPW|O|8&oK1|!E-0Ija%3&)K?EKOF~!(xP6OSM+}0J%AwD0s`ucl z%)FWx{o>1bGmXdNWaX4etZ7aZ{wt3R=2I;qcQdn7DP4uM;Z8m4C{+AxSwEE?C|RkY z05vI^P?!9Yufs>8V;Yj!`qa#_I6V9j{?%5&SOlnLe8_x@aBE>tSd?a%rh-jQeS6Yd z^9Y|gyO}gN@*Kp}rlIV7yOvZfO;7a2jsmtP^&7}=afJYUe#CcBHk*U}GR$RNcPV?< zMP3N#hz0K4KLJ+rC7MkZ8Z+*4%Bkl>Mqsn>gslR09et9@EgBywG|y6Dy}X(}hsaNI zkRT98A_xIcFCE&;G!Jd8N-80J$!e&VuJdiJayXml>$-+MtaQeAe7_|)(u$El?PIL`JX4UHwz&gY$_(d69T04YJH%TO zrk>xhn6;%sUdp15$X5wuTt~FD@Kb@Rd)@tS25)SQvPXS2RSR6ULmyJnY53Lkk7(-? zVXidYbUL^hc(#m41S|bKwWgn=@2nqxyj_$^C(Z}UPX3h8NSYrHzVUW1IxOwC`Zx_p z?JX9p4hZL^dMJxxGIwX;ov@LXK@ku_wGG$&i_dn0orp&d%S+cyWo{9;H41q()p0zq zv=?_4DqHV)w)L@W4K!o?h0MQ{bF=bn+sRGq&#?ije)<)`>cUwh4^U_Ku}DD`9DHnw zPPI+Fl>V@`oO)ssf`Yp4i8Xk|nAZQU*GOu<9-QE^j-|&(Z{{(G4D0&cHAz}B4#X|N zFQIV!$S8^I!S2<~>%L_Xwt3xkD( z=~uVdgm;?HI-d$A?_aQV#-C$8i~!30|E>-BI+Rt1`B_pm#pPPRhgC%uVA#OxpMM(( z{BhGe^|CGaD9UXDtV-OXdGVCHLe*9dw2k%-LCIl)Hoo#N5L{T~^`{qc=B2MHO6NRG zoULEIK_YpH_U3O=Z)K&e1VVe@1q~F_a6g9J$^P&_5%iHEd+V12T$oY2-z_@j&j%N1AKyz7eCnhMb4!rCv#L-k@_JYXVbbImI_B5QE20ToLv8Cj@&*O?;Ye4P4rhq zHHCLZHbOEloC;oiEzFJAd{OffI}#LqpVxsP8hswPcbFtYz8b+ueD#JT=zdE>)X$LX z^gd^}HbrKOA(=y_vY)R?edNubOa78Rps;itUTqz)*6 zN<57P6R?b_^M=p|pZ-Yfdz)EQ3Cv0AKgok^Sk{zD3_@kat^zkACu5!URkyW`QB)wK zHQP5mf!-1kNeJ>3Tqc(nIzXC22js-fv9c9vAM(szH6e?sX0kL=;KB_Aaf`|=j-w_~ zrBqZB%{uAMl55#g6}_+pNIVuA1?-l^t7vfNs=L-x%7yy0&v@2e{VQWr!?y$}XzUI0 znSNWAGkDEen!;6{H3pk0x&H~>c1^!wg@!xk)2mQbmO#9IhHBc#Pb}XSQDh3gos9n# zANatmYL~-G5H&=+HQyGsaPBA_vcw_;57>f0fc)Fr$|v&j`&6BdNG(+aCmaiVJZ!1T zLEcxTw{nXMHc;pmOoVI^+M>|&IBpVCuAt4KtwM#1`AGs=nsEdOx57)y3%j}#n(jG6 zBcX>7G53e_Y}xualuWy)Xs#%C0w4v9I;Jk>G9>~(-4^9!_}>RRn`u)ujtXFp$yx;F ze0zWRi8<=4n!^POx5B%z^wxN|gVHTjsa|Uy1b<=>%zsP^uzBic* z;v~7hJkp!IlMy)`;tj5|QhEKtMJu9ejR-4i!gspZor%tp+#_VV{fjeE+Xj>XZ<0QY zn2@c}*5u`~%z+fP#+Cf!=lS+&p#N0tQAD*|JpjWmX&Yy5IvW5feN}5Rm@T{B+k>~PPf)H?Os@%UmetaPghb>aM>Uj$=5&8dbY2SU zJ~LMkyHZ;Iwg0aZ$C=KH2QQn5J~RJzqEgW;=b0K+ykE{^5(eKBlN6#7Mb#PdKFXNJ zJAED3+nwFH0gM=}11hDmN{7VaB1+Y!k>Ay+UFH0r_`xQEDiT?IN+8gI{<{Ru+Qcoov6=OY;(Puv0;pNiiBV(>;5V93!!|KSv+J7FRKp;4* zs(EJ*CdU|loDoL9fx@mMqRDV1&-9$kb4*v$eqT^oK3>d7Hn@KmHy4AOs4pxYv`d%P z8wJNHdBx>b)e8o(65mvvMz@ITunKVNC?wLTA`#Hpj!xyOe$el7kk3VS{iJfycs`QF z-?K4l9?L5_Rzu*7*9$aW}6GY$wy<5^$vHiYPM_!tQW#6ZqFVp#WV#IgCWV zp&%e0cEmEuM+@N`AQvPe5Z(~2i~$#LYGdrP5tY` zGI;rMaT%NoPx;Zcf8P7t?Y;OypN!2fhoQ+i()g6JcDF$)bqr?alFF-ZZ(yYuf*`?J zgHuPPy5w8LSQQ}R>3T_;c@Kdd053YVd`_t-#==@YaQGd6D$zb{*hToAF!j41t~Zqf zkrYoq@2O>5e`X<~-C)n{GOpqXTmY4+k5);U`JPq`*|@so2Pmigb%G(Q>Nvp_Lbyr=|L4BT%*82XiHT{+lgOQED{^9RYA z0>~e5G^_rak97oq#dO2%-^6elsdB-Y!;D^19{!x+ZOTl!hM<~6N78$dBG>TkN%>Gb z14w>QI&$HRl2yDyON0mD1-+Yq8SwNYTZbeQFj(vXID0f2T|Oj0M)Jgb!r+jqKO}}- zIsu~1*aF2RxRx;_g4XqEEpEg@^xE)vN4H*adg+ujsUKdZM|T@``x<%!vO)hU4LHVa zIOt-lwGdT>^dx8OXO!J({6fT?|v4r{;f~@jE zCcM7`*i!#c=RMejOH`F57gkl_j$rW7{ugJgH$ki}`V*TO?yBNaM4}{(n?8UU#PpFP z3a_u$=S^Iqw3nNGTn~{dN#J^>8kLc%JYG=O32kHixl$#YR};jEG+V`vlp7$?c6rcl zeU=2Tj@KT`8}PTu-wn7wV{b>K7rbB7P-k0-moEsXP@GZ~|CJGc>PxymSV-`=0)#5) zKd4Lov9K4aSy=9j!z-+qC`SeqEYEa5wX?1-ktoAifsJ})7O`inDkn6`H*zl&W-&~Z z{c+y*+2w9$UQ>vPRv!5yRkwzRhd~5|{;+h1xe1w}Ve3;w^*HX&(Jywa^=Etm=(q`0 zTK#-eA{2Z7T7s?@2~UeSp>Q+Vy3 zSWZPEUDm(S$Fw(bx&kXp@0lTOXvSvqpdx+Mww5W&=^Bb$JI^VoT%=aEzp(fLa$gKV zw>?;t){(6BgSSH4vHU9(UhyggN}%MxWb1CxtR=zLwy0y}zmWbZH;MGMYY`K2-sD&J zi|2}sq0z^x#M!rX#KM3BP2;a&QCRz?yDh-zKc)3#(NPXoF9cl(-7|sR5Y-1ocw7GF zB$n~DKZ7E<1d0ZoyVs0fRw^j~+;Pp?3!JN=X7o8Wdm30^J*x$42|p}3+81plrTj{B z3|@`xN1T*Ux5NUfboVFzeO2DRt=Dwn7BBD>y2+EGtJz>t5h*8Ri%^XLB7|bVwAb%4 zN6e3K>VA;6LCJ%-I3+m_)qe5Wde`GxuQQBvQO%E)H$>9wOC*&Cy~uh53Ryf9?U75A z>xI8Bq!Z=af_oQQPN2$mW*RZq0uy-5w%$oA$!B}7D0v+;GR6Av+AGwG2x%cn8LS+F(uqC9uQB;Dh*LD z+5K(e>PY-8awGN)x)6m%BwMTQFAJO@I)y?~xr+Arx&+ zwjnj<%w9g}zQBZ$Fz#M(h<9;_S~q7w=V=EUbW<##$B>i^-WlK38@hnr7%DOPlEvf) z5sH8PbINF!9^GsCu49~kbJIe;Gs2nPb1pmo`!^b$u83f#=l=Ef16)JQlQ0nY7;DMc z-3*|SVk1;Q-y|-g@&B$27|(!{#6y>jjg^F*wX84aoeiLuf5>hdw0V1b`~m1P#n#zs zjms>RS2loqhoxhM2T4uH-h67ba_5C0$t%B*)RpWjcZ!iteBn?h5&1+H?Zt{w<#Fwl zKgrj0uDeelC8~r2-o(rRs9){^RBEWNC1??cE}gs;M2m zfT=W2Wd)BeHARn7U&@6aZqauZ&`W-y=c!dBZ|+gX^2}KZ-kLUciR*!*p5fhbsrzaPxZ*IwUWd&7H2P<$&Gyi_|81ISZL=DV= zDQTZa8D4Q$s*rK=NRbwuHDN7@WtpxJdLwr`-fW;$l*?ti({On+R@Q-F?4QxBcqbxl zK_1!r+<0|HK7xn#Hrt|di;AB`nI@Y!fheM%PK7S4s^*XtcEvW2L8lI-39RTr%P}J? z7L-2JW22}|4f1WvVF3p6l;FL{FpNt@?YFF3%1e)+;bQg?=ALX95<$JJsNIlD21AZm zpodHR{84lDMa;RP!A|n1Pwsh9stEF(C`V2rC7MEKB007mwoZ9Wm?ADY2n#H$liO^w3Rjyr@liJ&G-V0R5Mn&Z5o-JWGotFl84kx0W%hKLK1{f42B74r z1_r9ON!$4tSRY)LoL@U8d6MSc>*C{)*y8m&{A}5c1fW!pLfU=Q9W^jKHw*H=JZhrP zF!z^Pi2agp^M|%d11mH)1U;?0k&4Z@g**g?{!4D(L*@_d zf=U~i1sf;y)_xy@X^?>1D$2 z`h)sgjIL2KPW>p&RXI3Emy*9uc~gZs4)212qaK~k?@+J%85oRa^K;UXr~w4X+P*B0 z6);PI$-5Y6p~-NqJq!R3-28_HJE5N6JXX*~2@QjR@;6v_DT#WD+N$)!4!+zrWjfnj z5kzL}hx{SRDUsWsa^8d_X>0q&ukHc%yM+spCuXal{o#eXfE22mXs< zXP3y!>vsX3g)6sqBBu=6KK>@XX zWDoX;j;=&T3iln`?}?3pl)2&8;oF1y(Yg5Y=H6xpxF#9NSlPWG?@7NX3D1Y>6K-Sb96GyLlFU;#Mdhv7ZFK3Q7?PyGpeNDPbHM61sx^Nmghl z%e;k8Ac*_^IFEGBwC86_(-=>lY|qg~5EK)A2sNm-(Ul21TNamXO8-UFI>!R4V9XC9 z?4L6}QeFd2=Mq(?M(*~X!bY^eeHRM7r%7GOYd}F7y6)m>rvX$IkY0e2krJOP*Sx;G z{Wk%^K;S{#wfxBo23w(1@1!yA_t9*6NtV1@C!XcKn>&Cp(jrbqRP19QIA3!TOiVDg z-09<_hs(oOlz&~)%E9x8(1cSHO1ubFrZ$3!?H$J?JzDo5B zd8~LCu9J8m9M@_gVa@K7{jVF9_Si&K_uutYfR0UnwrUq%+XQfT_)b25k}pb2u-9zPNbN~v zP()N#cbih|l1Pfn;NV%avfv`Zy#&E-#sU!RVu3@F9EF3k!O%*D4G8Fq>Exe8WVpP} zECTiC>`C8_+S782=G}z=BUkHd-?h%~=?{;Lrc*o(6lw4g#3VwhJ1gb(5AxDGy_hpo zJ}NArNjT7|>{tsY(EK*ozC4>vMpnSHTw$r4s1(I4nYFlQ^=trotX?!EhMiH+Zwl0L z<)z$;;tS90Pna6j4&oDjB{qu(@rKPQ`hr0OS_4M7`VgU?z7Io>4qo2V3{RCcGyRC`ow z6vBPzA^BDazT`w7ulWfij(6Rco#CSa z1m@Bem`g@ALeLS8i2D`oCoBJUDt+7aFDU^}WHH;CjHl$;o$mA^_Q3pKVhW%FhupW+ z&o}Sk9w6}EuX&}Na@UH8BFMls~2PpO_;mswV$-OtE;&n%KkriHC5U- z08b#fATz*%hh?;F2&BQ)dmn8A_ugt2QC|xExY*!?@F`B|xz*5`E|{?+)JLK$w`5}@d-UKkPASCDBNAl|VlS)e4=3Cg! z&l&p{f$y3}`O2l<@d(4>eXktvQX^!;B1!>X{PysGEije@$IF%-$sE%#1R{~|njxyc z6uS}W&r}=8nnaRydEuq2KbF0jOeBc<$(l!h?rhY@Lx*9%G^$@AyJB)nZvdc3;8&T6 z^8?p?8z<9+B@Bu@atkUv#MvH1oe}7?A-yMl(aei)&80gHK!c72NZ8?YIP2tp9&&W< zj5ZJ7K0P2C;OX?_e_v?RF| z$)Bb=1|}tvA7{lzGae!M)>Ft=rm{Po%eQ5H%kwo+US<>VJbD=Exq-qglfjBwL@Qo^ zpa+vWavLX_Eh=DY5csi^wiWj1NTBh<_0Rq`_p`)d5}o>kH~GK?eguJe{aRGYry|p- zF-I&htPk0kP5=C8Ok7rof4kfvfY@HMYxjOy#>R{awNu zadZ2|!X}a_i0B2qmH73|BH?}H=6>YnC7*66ti9$Knwvf6ro-x?C1J>R1GlJhnfzvL zWl*c!MqOeCLo(%+1Mk@cL3Exr63&;q9;{2KZ1UpP)FaE>ER4NTn;zK9fi-<*E`s}5 z<&_>@PXqV(JC&sH_VrL_qx;v-6ZMKHM!<#3@jceTZ=}+*ak=qzAx7cjh-~o4^5CoR5oH&6G z{IhGbjE&wo5~VC^Yf!=I?Bb79SCqrF(6&Zz&nUj8)2dQz=L=l?Dl|E(R~NE0l3dqD zy`j!)XJ_2-o%EnZvg@B(Gt7zMv+kGp&@%e&cWfWQMOpkP)9sAbRo!r5ipBmkB`wFL ztX<>G4X6I{yskm8Lk;hpD8}ea#Gk7!LRmD(BA#?*li>>X#H^)1%;w~sE7`vehlb&e!3XgZ38)80)Z5H%2?4dwc zH`L=o#Se74(c;scu4NrsUX}5dJe1m}hMuIxB5C|>fr~h&DeE)&X>>dDo<;y_>OtcB`4Q z^^fz^B*aQs)_|We#j_a_x>|^!?X78T*y+6_VJBaC2x`u{yYRQzDz@JHhn#hpC7Wb-8TyVbqT#Re2IJ#0-mW?)o;)6WI!hVw2jXXLnK*Xyl`{Hyu(w@b zogX;k@+ZoXt>nj&w8=NmNtzGdM#4^b?wk(h^i`gdn7XdR4%A_}k{{1pt<|hBsId~E zKyWt$Gvk=TEAHmJL^`R%X5otx`FY2imD|+~o?f?5HsT()O#jsdN+W3wB?|u16OU7a zwe{LEJu2gqIZ>W;6QIC!9E?u2`Hw`8b;Zv2<}TXRjTmi4ol7R;?(4%jiRb{_Jt$Gg z`vz|PXn(Ax&$)~Xet4iIT{`%hk6WYmf6YgEL~Rj`J38*63Isbc@IgzSq4d$p!7Wp2 z@4{L$k#6c%oRE}qpcDF8)1BKS@hUKpQE8+)#fefmszO6iNhi%{Qy9?h(5h$6^VmxE! z$4VMdCtej!c)y<=VStx?=OSzJccr1~sr%A8rMHq}3NoX+hkd(gla&?YX`bhRM~Cq| z1q$py$?w4vNMkCvV-#c`0!5^X4gH#p6v&%xbm8eUT*V50RT&{tNIYOTOb|GU@G<{f zy_G;lI-i*q2X+GAtw}Zet*+b5C^~4QWujRx?$Nxe%Z14|$W3UGFs^V(i1J*iri2*K zR}ctZ1m%E%4cwWnE@|Hc{R}EqX!_5-3Dc%x7cWh%lYM&b9^1;U)|{0)?8_m z`h9Be705lHveI*Hn?B@_LH~CLhl~Mxx#4LOnJBot&HyB%eu~5jkh8J5oE`LP2%dbS zVI7(>M16TyWohUPA8!qJgqeh})K^8h!LhLZSR#+~#U9rw*j$eF^QRw8C{Sp+{)1Fx zR-IMeEsvbP&HULniR`o@2ecyTGdEnge>iFnz%CDX#XbJb5s@_im87k7urmUTMeK3x z%d-@@h=>fKWGCOU7#7N%ER%cV5;R2+{b5Ggo8H-LGZt>4&X??PZN|_K=M1QnUYvJQ zojJi#hU2DqCw7=b{vYO%3Ep6=*%{;xw45KeT+Yeh?B90_`8d&d zKd%(WxzL7b(2e{Az=3FA1IQT@Zw`m}&AzxHKV!WU&Y=}7ht6>0e+4D`y;17cSetxl z19`1EZWe;Bg7Hg%Z;yn*kea@9uFn0NSJDf4qc}rz8w;b{crg3vkoKRdEl7-DJ0mqV z+r8Ogs3{WwN&Z=Jyc{R-^0GNj;p&V&tk4U{oW(P#q7qN5lLo+ww*(fsZT;gbHly1^ z7=fo5{ZprF@rOp*O5{$>@c(J8Q5mb69mc0}%+SFO=l5@1*$>@BLspa={-K_HRo4GZ z5wxV|_g*JKE3BoUw{S_CU0ygH{E`;@R9DhFEgO2UK{8=LtG=oMA>Qdx^9{MTgCC=r z%Vl}^;G($O%1m@IAWYjZF!v)uRB$1#^!s@|J1f8r9v73o*<(S`)qNo zku90%Al0SpH|SlyVQ142z#9)YKkoYkVjSb5NXlpKk8FOZsyuH0g-pd%fMx4F2gGp}#h zNDum+J8jpYqN-Xq486pXJ?781kZUu;)L&^c@s3DSz^g8@C1jp29BBAQ=EqS&S!aZ{ z7cBz2{s=-NY_8R*hYOubs+Hi0z$G}!hHnoYW$-OAt4ZIkm0$54LJlZA#u^6}wcRK4 zNlh3jZYaM08SOQ@c>2tcvPU_)Y-#Iuo2B5F1Vq!e6>BH$N73z**oWam22Uv8X~ENu zDKLHI7lJv|t-p`@ePB*sdOOa65TVnIIYW4(56KUsc0L|PZQ>r`)$d{BHG;EkvQOB) zV$;`bW)uAydH~R>G6kB^52C?c5})ki?^7?*aYOrkIjT!2c{xYhaN^~t5#&Vf-q!ES zwJY=Kl+yWmLgGHzNjS~S?R4a7RiUSNcy?XIj1~@%sZPo%U6ukZnaIlKS!2JahhLnv zv08(^N*OdgYLMUOWGh9)N|nb{5Xcpt!>mQ_+<(7Sw;XYBcCdbS^1|yB6xP9#+D*2~ zCXSL>TR|uXM0F`$*KRo7HlcFqlL|yRR&^@YLlSB3$C5~79|cW=sKD!ucEk)X0|8r$ z5`Cu8fCQe+bo8}}y2Yx7x;lx_#e)Y$!yffpHEcVS>W{3)DVDUg6svwwF&hp{P!8VH66RAq!(8}b8L{b%*1#bg7)0C$z*j%;*JmI4Zezk+{s+~n>m zb~nUuT7hQ4eS_##Ya7P3B6nj)2wqnP@TvJ{f`fd2sEYpe*45q3-fojD}5bHCV#d z%;DV$2~my~DS`2aXs($x__%P5K)0b27x0-sy-F6BE&-gJwOgLkNNmD+5?c7HQ_{{R z8a;impOA8LH3YIUEwq>L!?G{JDtodfJk>f3rq-gwq9b{^w3$fzRmvWz;>oY__@RED z?_O@A?@0g0u3}=dgBJc4pKcIIFAIwl>1K2`3j#L&&GwQ9c2nr6T|sb($6%*i%)$X(BqPKHW?|+GiT3SO}l2 zsti|u+=qt@uC;AqL#nGnQ`$hxHEjj_vQbmzwG0?THFpukA)@Yz^?r}%Kw2R|gasPu zttGK|7>q4xhUxm6765(B#X5ZM=X;WkM<6c0rK)!dw=2QN^VnzKC+jgN8cZ)&!)I4N zQ#M~p&vRlP#j6*}Jd*H&6<8fD0{#ztL@TKzsm~9o&|fJ(q6!nscX* zoMh+V$JZ0BPmQ{_sJe(wOxcHK|US|C}5L=ksOdIJ8og(PmdGrAYK0wAL_qFZw zV_E!`=gmgP6J0ORa-Z~w(_D5h)9m)B%+r5Z$DvCcj8#b!a<;& zjQ2$eO3Novmd8*0#BR6{zzz)5965q*p5VC!_h91QZ^C%M*=QHD;>s2~puS7%Ipj|+ zomLBdm&ef@oUP9;K*kk}tx-iwF>ZMnk!=zr6RVRMMQ!D2S znIwZUm7-zqAbh6+|Eh%kd~{0aZe19iqGwBx1qc`PnQ~=fzxGbwv8)Ox4yN&N07WAU zIuWP*>z~{;yK@sq1?2%@t~4DY5&9Tq)7Ctj&NBT}ymiK`%sF<^{H@Y&djV@wGZG1dnxrRoP*5jJq=rwW2;FFq~MQoJB|uG%m@#`gNm~68TO%J{28E_sPY0U|21##Jf)!=SfunQumr0$H_by{9AO&3#7{* z&P(Vhe=jiUfF8N^dh_Xqnp5@{k;%bXr2k`AQPmd-HL#O|h!0X7Xl>kej9JHu zotGjI1wQ`Ee8m(~nMCF6u~J`^Mhbrba0c~&_ujGwmz7kj$7|ocby0!7;Q4BZ8cCK% zyy89%jG8ylux8_;+xt3$z6=-=ip2gKKPEmiE% zW$sQ?P7&dv&RDiQMBT3aH-fdQ%3BbBUprWIW7a!o1-j$K!5pDpt4zQuJn1@ZV=!kV zy`(cixJRjjv=q`T7inwcyjBRf!Y)hVy$-CV+wdUb4u(FU({CT}J@0i`^t%6yAHB6! z(J3rwzJ-0~ByIdhnsr{VyGfP+met-E3osi}S@?jx!2cbn4AlJr(r8sN%8;fi>)w_jj^M`V@`MIO{t3TUEI-8NtxA8 zt6`$KS>_Yxpul}!-JZqLkou#xI@2o`9#tK;O5sCIP~;alYb;Bj!xXr%&b{JoBPl^Aj-Ele z#QRhMt&971@dr9@yBU${HrL7ah4~+p=UT$2s#aB$hf2H}5xB!F2TO`Y=g{S(f14AX zE}^Ly-Dn}iJDAXRXeyWl^}Ij$bWJZjrfFm!V)_xE5t+wssDc==NVq?4$EaqO9f~=n z!c@J&&!^nfMu$XxTScBOP?GYX1X#03xFLQc&PA&}U!ur)Ll7jqFxFK=3XHXM)K=`L zc+L`KQ+yVQ-ISD2VBxLkv>SPRzg)f8tSB-iqITRCYGA7QfcR9Ed8@}e-lR;AO`mvM zeBnzG45n1wf;-WG-IFU(OG}(>4dZQ_8n{5oWKDDXMR$IlIyw#+2b1`K1)EtweK2}w z;@Ddkb(&T_r>Pn7f2#V3$YXTLc|ik$Q#Ah!$lstd$zlcsYGeZKQ=f(&y5aiLA{Zwr zaLS;sn3h80Y;p8wGvWGOd38ECs(IGM-Nf0-6)Wzvonk}Ae=lRHO}9_lz#&||$cbFiXaLGbXjNh~4i7S!?2 ze=w&?1cK9`m4Q|>A%_p>N~HK$KYN z&QI;vVcK^OJ>5Y2tm%PF&THRf*SF8P-n8~CH7Kuf?4Lv5QdD6PP&A|73rvy|*(fZR z$JZyJg+KBb*e+}?1b8W6Ly9J$syVRD->33e=5T-z$LiZZ0HQvxxw)^d1rPHu3wmjh zav&tC7ma@(y&VG+L)YGeOdiv|APSg4f0Q6hCl?WytD*&jyO!O0r*CvU^7l0!SDZ*O zPHj3d(C#wVor;_iUo5X#2w4qbM+TMX_QS zzMl^M#NBVv1Q7MmoIo_7`@lTmR;^Xhd9yVI#B3nZBa=1ZW|1lNrSltT?{NFSC5I>A zV^dUz9tEX1Z3O8jrLJ3uHMaw(yzja7h=sBVKJFipln`GxS9srxXvqX*{_V+hPU}a*FOR1OZ4nI2SV8T%M~H~aKpAd zJWVfFQH;&fjAcS|5vYjM1Fs#WkGwHRDx_yZeOc0=y1}l)LYiB__Stk6*_VqT)o0wm zFgrynT?<6zV{1mpWZNxt^C=BRatnT&Exrr}(}5707p`6TobUrsRUNO(`j$F!5^Zj% zwMu#hJTdHr9q6SnwFIlsE9cy-lJ-f)M}9$zqQ3nP(7Wl)E4BJABg<)**Jxqrt%X1* z4hi-a@+$*6@JIX_4r$Eo)!9O7D2U6X@n}xu)-Zg{owz@S0U)*8uZiROj{KEuq}XTj zh*r1A66&8s-U}IE1sV>50=E$JO&cABvA`f*#rS&4+4X07-yKh{0PsInylUPs%99!GrO7FhPp$U)frYH^q{Iy_+%@z`9VnXl2` z#m01M+;*D#kx7PX!$3gmSQe~^eXmw0`ZPEQL_DX;-UM-rw1LMB2h8!Zw(RL4_2V1J zodYtED)<7qH7;S-p%fl>ndddeFo86207u;N8G)3C$O0#n-#(BuvCp|Wu!egQ!7wdsU7oz2yTG!qg@okMpEDS^yP%dc%Q9Z|Z($gT92aqbjkf z;CVER{ojIf9uSZJpH&zU)r6I1s$y*3;PHD>)RcTJSKGn=FwDk*?7$U~>e6TJP#049 zDUZS!k|W+2c4_+WHKFHMLTXOI6%pVXMbo7 zlFYh$W;E|rU7Q6&x*^w3gnhyJja+LL<){nyro-k^6aGZTnjk2>{`i zOxXJ2$5P*FMW;(N|fSAg<+uyxnEWx3!p3?n5KVm5HNrK z=HJ`omM^*aep>1X#Do|gO9PH`^MrXvkqjLLGl$%kfrp;>js7rEt*l^u15GjU=%EjO z>(clX^mQmeo>yoJ*EeVE_=4TlGTw@X5AM6)o8rK{r{?S#90`(5;2TlqL7PdFz7fMi z_S@lJ;SF=9T=6`Uh;*u8sjH%s=^sEF0p+RXk(2T9(C7e10EKyF36wV9@4AEB-N762 z6`%*%N=r?ephgj&f7BX84xOgOOq&4>B(asNylw@75UqHH*XEew|E$NY@<2jLinH?< zc^I1tE!85*iotI60CaDsZ1z8RhhYJ>yt1H-Q%2dk|B{G=)yo2lT1YFK9%O?o%82lw zn3m##!;<9V`Q=cyP9NdB85eEB)EjriYM^8?04*t4=&_ICKx;YgA&9UxW5lrn?_IPl zJX!s6{xFGNETAy;T2#t~>pKV^26H>iQ&`zUpxQ)(GkKvv?%s8a`M7%8f8;s@3$6)JOe zh3@zGPROvKa9)+N%d21K4UP8@KZC3%Wsld$dyi+5Re{Ra zf(sI9ka=aly7tsA+19=I#;}~755cHEk znf=teZ$I)~9W&StoxlLOFJvP_kXA@L2@BH9+CLL$7JvO3|}~F5a7K~9&_wT#f~$lL@5?6(1Oq7!yo|-vq{J;ul_= zPNQsozLtDO<;YSn|GnEWEh{2}@gC;W+*01_s((W7l3X#D>woe$O{(?Nk+hDWA zYxRSkTYKV|3;V;3OI3|e4FK56AULtbch{b3bM_p%ot5xio+%C;KOyvg@;G9xq#2dE zD48eC?Njf=y_xhyL|w1~!67+mfa{_vr5h4d=+tuI@&SAiC(Vw9yJ_v)kSdPd@UvRz zz!Vu7moef&fH69pKmO|ga=Vq`KtIB~ofTT;DwCgW+`a0D!a=3bV3$yI9}F;5msEh&HELuv9r$tp0=^zE_(j9l)k9O-*fc4jQuEtDhA)gjvza z0rScwvG;k9xjBp8P@$R?od~0;H>8uO^bix{8MGbp022S;S6ZggH-Ffg%g{C z(viOHWO}F_sx+a!+2Is>5Pr{YMn!^kqpOtxMS@7Ux;MFR}Ie$N$&9|SWU+`nxlb6 zoziDfe<}6ZUU%}s(yl6OJ^HF%{W0-~PyNKR^A|BOT8ga~yCMaZFlg=#7Wc3MP4BVp zNBu(j@l{mdV>4m%$z?20g(@S1a|v!QHvzBo!7LO}{fI5O==>+&A^K+7>Edb>-s_=- zlP*4Xq4~ zA{<<=%`XjtwoX_EB65?$5TM1Sd?P0=XR5A=)8k9r6KpjwR|cJE_9|iOa^W%{)~*NF zHue{~CF)Fd5DccbY}CqR70_I@V?$4>e$3hBy6^rYTr+HMRhk%%6*Pl<{9Rm+(A^!S z^~~M>Pih0j$E-&yn&WI~`Ak3g#Vz~yrIcMFuKBap2LYA9uprcMgag06DyFOc_t)Et zI-}PuSqE`MI-Ea7U0he*GFKIU#LfXJHm{Qek!R>*iy+*Gz;+l2AKzoP0MEjaZ1a@nD&K@>?# z+$Jy~Sx0>!Vf8)ibRyK2*rT*h9auY+0T<9zexapjXzd9b=zR}C_*iISZF&94PX!e4 zx)(T{GT%;?%AxR#|9F9w|FGeNy99A3hDZz=4bcMS^0+GuGU(pt28T%LXs`*Rjb~_$ zucvQR)%^=LENZE(Q^_bf??^1S2L1e1>FKpNJqJ#9Iw~RC+hB~3N}@k*aYf<6sIKx> zzyO;U5!1;gA*PE2Hf5kkvnZY8?n0!v;)T{=xGt~0^d513q6l3J;%*@{3Y*F5^9Z=- z3cny4pap$L6g>yzdVu1}8DH3Ja~s%1P+Y-w*t;U}0a&wxL)*ej(g(8WqNO`oh5>~O zoM9xO69O&6{BCy7B@i@ADhpsB4+u+;;LBP;t&<}UgNiB-&;nowC3(D3Xk-!{Grk)7 zWjbU)uT1wUFb7bN;uFKg*;-baAu~Nmz)7ZTtg6S)DK$pt7|v9u?lgbNnp?4#M4Sz@O16sFO(o-pVBB7J#qQ&$m-KiiBzyJ^UL;uax;Sw2rbl%*;o^l&> zJ1a1tDT$9tWaINqezhSki}(jHzsZBIB9SNhucF%ej6c@^t@078l1F}R9F?pg)+p;$ zxq5tkY2|j}VP5L;9;r~_cHwMSfjy``ztP=QWn_<+s}&FLq* z=mh}hIWGpdWgz<@-opR&ccDwRwO8mjF>liRQ`hxPGy8w6y#-j5UDq#;q)I&^Ih0B$ zokOD{Qqmw@gACmvrL=%FLpRb$4j>^pfWVL{42=jX4wbiYr|uzh%P z>voBWlapJjY4KB=Z_bTh#D1mv8S0Lw>gm)Q#+>a>(%c;1Sg%eL%{{X@Jys9ENu_!G z)BN;|@7uwT7S}>i+f(vzj}OqFB0K@V-2G|Yyc|5gxs8$Py{0=J7Yp=H-TUE@aqJ3P zYETS6FyB9%-T6VA^Qfc~#!pK^NE~gT@AW5gdD|rsBk%6B?D4zN;w`bze*)uw(dNJY z_g~KYumAmr>;5;lYyM;E@^8=nH!N-Ka{uQSrcxQ`$JF-6Teo>eCccTTW$u^wBEm#?c-Qxfe>Eu%HXb#9 zSbH@%ton6yFo}HY=avX#-&w8tVA=6*S($G6PRFm~PldiF**UF8rwU7x0mpbvt)&~} zOJ@N-jU69jSlX190>lb8s=hSZ9_{7sb;q|@)ICYfbZQzHeplUl;d@I~N68o_4v)T3 zPU01LdEdv_j=pV5Nm9ZPpc#GGP*?NXP2gPEvs&N3aDSV2A2DyWPUGS2Rnh&uqIvRv zD>?lWbp6X-|G}yMwC(zD`wxF-um2u-3;nm;{y$eV|9)1q(YQ|5NBh874GU*{@G67( z^WT^Cc02>P$iJ2D|3!6C8|U-}7!GHE4t1P&)aUi$fs9ce5~E3D4R)5v+t`NU|hH|`}D(C_nDPd zcCRm%1K|h1JTqgL0;WqWb^LsEbjrsM%>w*fwc4tF-S*i#itDXD`%dKIqdCdkdv><# z6wpDh;G5Wc=At-hGUhzCyLM+S{JK}4)em0L4=%}>d1f(qpS{Eb)JtA66NxxQdDt-P z#&s|T#4U1oLP)SmL!#0`AE&xtk4j_vdlYi9zkpyw`ikTK&o2Qxhu1&MGvBfK!NmEh z(&X2jYOTn42IUuTeCoOl0v$*xd~>eMjo!Y-;E}){>*4^H?4SIoDu|!vClsQ3TvX<- zFw}YLtbD_=(!R3HX=!n>#y*9d>G##rTebM-s$e$@O zwOAc3{JvddkN?+QoD1L!ishnMGtX_;3(fL>zxH+8-I%bj3C^vRrZm%}#a9e8qN#O0 zhhn)Vq4R?UXFmJK)Q!>a(-P`6)8k^ql5u1A$ z;C4lXC?v76^To&NU*E$^=tH)$w_?`51q>V>D|Fz@w~62WRd;;yjkmh$X7cEs#?MYm zu}qpM*QwT%wS5nR5$DK$W=jFHoRl87_tp5^?3PF3(Ovlzx-oKTBTgrghDz1Svyax` z_G>Mw0*Y4Jr(%)hkc_n24D*JTM9nd}MUV9g`>k1pD@`vLd7l&4et3OtteCc@%~0b}C7ua(nv5lxzT)}D z(^^60rYKCt=-t)~;)-Nf?9|uI=UrVz%#ba*c_U|`c_Y?~s3a`wx%t}ws{H*d?+be?kdX3`dtk@mt zSEX>}96aNk4(k~_Y;^vm%XZQVP2)5${Hu7+|L2mkZRZdF&O!p)3+naTCWhN4HvG0S z;QvhO4|#bG{l(H=UE^7JN!_kY+%81Ut`(Jaq-+I1!y6vEVoAr*~`?bbq?^sFyMsMGI|HQnP=Yn2kbB5q%+3{~`0k9Q-Vb`u%g9$?wl| zkzqgYzgHHOYH1o_J?_?(q3mZ(k5S zGmO_9{n^_)L$&xSm>}a0cyRX0-*d%&XU=nhms3&h-p!mRxYKi2X`6525cb|yyyLwY zGVHvwU~4h`U&fey@9}9mmKR4XqOo8*D|!vnm^w5ROON4~IR<)$w-kxSU8m1AWpT*2_{+DSboeVLwXWQ|5V+&?}-Eq2FtLc5N9%- z*Hv+;)8E-<(8y4el3J8+0x)#diJSS)_g9_feo%bd-kw8I%yH|2n_)P(txY$^0XQA? zB*Q<_Pw&rPq@|_JEOP*- zUrVavTrmA$F2YJKB_&GR)}+-J#U;yE6&Ms$lRhfO#FY7^hf0}>{OwNQZ!P|7p&Q0c zJ3SDryj#u{a{f|TATe+EuvtXg_O_dUBWp`d#m;a#Lev_CY8|>k4@SHs3h3+i=>G^_ zVrTmq{qKd>0FpZYUcJe6JR1l1;&xZKLvZ*S6-jlS$3|$JEZ@`fxjEo5F)gi?XmRUE zNv&P|qrm_6p0Nm^n{z45(_KT^(-WFj^>w>t8d zXGfoNE*Z?++S@bNBEg8i`404%V3nP&#&)! zx4fIL7C;PCO9{T>i$xAw#tgb*gi~G5%p=m0c}E`j=M6}_;-WBP$;ab=dusx%fYFd8 zg`R&=%bIY_ip;v$*PLBIZcnT~7znW|HK$IO%Nb^A$t%E(G#Bl6z-V;m?pO<6u6yL@ z8s^ll!Lp@%a?f3@norJyX0(iYD2YOTW{{y*CPCA7I(}Zz{ce(1438myzdVF)TDej1 z4%8U2Ymg6Xi$^G5lDl_ha#*0YsY*3X+n*&g>8tY52F)$|q0!rse2;zUMt5tG>HI10 zP^@D7nC)+cE_+f?eq_vM7iE+pcFIfhgf#hCID`$kb7!eGY=%cTZ*v z5W9!cWlTEcNXyDi#G@&_x_jUmVPZ3?F8W89PvVCD+$D&KkozxSEYIS|vQg%*PsmoA#V)`M>h>ep3k z@n9#-KTwX|Oso-^sHKMrb_~UFbKpD~4uRM|gV^cIn+CgD=o*Ns(zic{*d5-uq&xIliFrZk?7HO|4W-(|PbnLtqKJxCRbgp{B2YcIc`}|PyG_SGe)g5M`86* zG!$8Ft_=)P3R3c>;DV8V4J`s$SPH`6ie0P4K=?(I=!?je&`sjY7=9aWL{7Yd$OKwK2#8JPiuRl9ii~LP zTiUGSS_N(BT*SS|+F*i5qCr7Hbh6|4K(L8Pu9kV=N5A^p1z*p6$hr< zBi4F(Keo^IyWFUKonzxn89TN@hiO)(H_J#8YsL8177cEd)NMq$Hod$Ug%p>Xh8&!X zGymH5ut56pPkI0PRr0JlV0SP#;K%CW;oJ4hWRqzf0{YRsIRX-MO|Y*J@Y2{ zRQ6H(pv2Z=dud)k1N<(l3(h)UoJ#DLZ;k7drGy|cgj0frVHqObdf9$N<|cP=o7Cv7 zD}?Gf!-9ZmVGXy`wofXJ%APf6mNtx; zgj$5CMIdxBu(E1I%B?c}zF9PcQH6fp6@xkK?vEZx34-Nk7Jy^$H8B=;dgv57fh{>ouGo(VW@i zX`cwuyuYEcp;AdqvT2+Fk-zqK6-V|>s>}UY#^^eEQYga}h5J~%DZsU$qk>r(1by?( z#jw|3@(pIHZ7(iAL8B{@zE&7$S{gie>N5(TxDLg9ri>_jzy+5sBT+E)Oti0mC}#;j zzi!VfmK$N5P0BPCuZL1%>ul99!tMuT9A4e z;6yjF+VhA(9MJPeliz5c?vch? z;wjP|N@(;Xgo;*-Zu{q#c2`2D2JfkoRj+Z@Gz&QvnEhO|k=-y~eOlryUmFtT26qgs zK%lMII+84jo+n(AQ!3ZKkKZsz@zFAY96+>2e|QSMTh=9hlCVyGTEc@=V4|*DML*pQ z8RdS~3-|N3;0*quA&SeX&xYs(Z4x5*L%3hzay7qnO^<`*+^WXSWUECTsuw?pP!CtI z!Xqnm;mbA-co*(`xhwpmx9zXBDLJFjyP1fQ?ACem0%fNTQGQ^J4{jDR ze4x%9xcRtvRI%hu3x}@@h{{d-G$j-dJ-PV#krf;5SpGO?&au{v)TKwhnqgyZ#&gCa ztBXrdJ*j-j&&>F^t@D7xe;(hNHJy5@nKN89z|Rr2=f;#1>L$_BP8*&XiM*KEomgq! zVfJ&8TwRoKmgoun+mB~S+xzPNM|)n3d;fE&@HxyolI!T=`;#Ij=)`DZQ^c*)nV+|@ z{t-1*FX2&{O>sfgy<|`f56_F9L2j8^Eih>If+&Vk%x0^0R3>`qZj7`Y^q(LAXm9#u>!MVKLdp!l7q&+c5?8xSAPdjq8KuFqVZ87*K7THrBMPDD3dxm` z)DM;8ylL0DAamTxk7C3a^V#o26|*nAk4LomcjELrNucE+2E_MLG_APm#)NJF;d3MPWOV5Q0wfGquxvOkt)&Lh-wMoWj;9qak*bB@-91WVLMGt?j$a z&|k(go??7s;JNc|33{C{WHbW8!vz*3U#M;6(#|vud$R1*v3spivpdw~dT{+nt?k6Z zcte6(JVI{YBe;A?NZ~$U$|}X2)xY8q$m8=?VeW3iI-Z+BFdaCWl4 z>XS-KJ0)J!kcMx;g^Q=m&wH*@fR(EAcBZjWU*zc223=j<#WTa>_NH|{OP>a`A+ti~ zGnWeV`kbGb@5%Xyv~YG8a*qu9cvBC2**t#4;KbQ=!+}h_A?&CBe)t`!53~-<(IWpw zVummNS0q;VA4v>p14xYSmFyo9+y7)}uTt+`&6?RqKuG9BI;XM2KgAx-;D%P36cBU* z3=mB(zHf#R5OBCipTN@8vu%+=Kv`}a$rjGgKCO6Pnqr6qxqi1WF}nYHc=bch1X(ii z2uAKgh;N;}GH3F*Gj-Yt({5(=nlw!!cWdNEnS>kKHU2J{xJZ3-2+>+6X``L;dzP2* zrafbw#`d9CQ);m(F%j3p1K^*UF58HVxD2|FR=widx+gp6Kj57Hwa-i_<*}uS4T4sJ z`Beqi#^^m_o>!&(t(I$qtN;?1guv@3`ZIuOotTF?U-z5AHF@V~U?Tw!-rb}Ox06YPK(o| zPPf13n=R5L)}AuRn``!$5pt+lH~#eW|JjTnyUokX>m*&=-j?VDUxsYR%f`%+x@oWa z$2)7)tRN7G&;x}I4zcHMtmx}lot%H^H;BD0;WkEqSQMGdNK z$g^)Yv$gcH4Sb)5kjp6gHWJ7^lbVRQ)rovgwEUT+a;){rkiq72VyB{{S3KX>1)jG( zs`hjKIQxSzb4TFkfKh0Ds5Ql=|CavXeW9tl7a5kDc!q!a+Su^0*}PU;kKx>Z5crPb z+N(LPX(i8hTCtsBDO;aZ`Ch#PdJwmHFS`26+fJyM$-F!fcBHqmzn_=IhfMb38LY z`NPtx$97D6WL=-(_TN7+K9iC6`pXkrBQPK9ts2jDuGAs|D5*w0r&0fEcA!(mu#VRq z7Y}ccMajBeqPx|g)*7&g-Z8AV>N98aK>bAVbMu(xHu)Rh-c{bOXa1cMfV?0_*H$Ga zgp!^PRH_btv=||NB;HtOS%+b<33DsYSe$T`OS*QY$W%-6d|ECW4y62dEGtw6Tjo)F z5A=i6-@Kn-kra4*Cl*2@QU7Ib#G*GoS+dKNq95(6L55qd2|%dqMHr;TptGFiD@dE& z?cvPn1GjVQOsHc-v+g^$KiiVC>Ji2RdEy?0(9vHOG0{W5N}nm2sN*qLu`-#?<--n-NDvjfWkQRHWA8k>0epCe4QGRSshbu5M9?L!Co~U+@0M zs}tw+lYbkGZkMEfnP5ISaSx3`MQq-j2!1c13Q7wZQhHwy2s&k051#VC=TZx9KmwY5 zICbB9XSnf0(I|GKs8an_}o zNLe7uv;EqeaA?EE!2SjC$h~9@Y-s>kgwP}1Q?-N?YQfrxqEAE4E3|}wYIj?X2dgDr zy)bcrLy8MQdaef4D{npXn8K|8)pcFrtw;tvvUFh;m+zF1WF}|3HKsJ zM36V`IbWS(ZMk#zJdIn|=|^7YW=4(^R3x}w>~;gOO}SGBH$;wV*1iJxMmCvd_m`78c;gb zv&+E<>sKTV3cB|cE0p{lhjGDpu_m=E4pOxWB2!ET4@$xyx*GEdjiAuQHG7;e_Hwbk z_1m)F%~+XZ;VE?2^8;2Wh96BLSk1e1ZNtWJDusr>Pma`i$hThuolwAIS+SyH(7t6F zxAFkU-NtsKife}NWrMz>sGJc?kvf3O{Sa46~=z+YttL+bzkD2JE z)_2ig5jE7iuX(PY;ux72#*e(i){IiJ!IM|MBy}3Mwy;HBGbhYHR7VIix@FbrE;rQXrMAc!hI?uN*RSr9kXjGm7;F zp43cD(9|YZ>J4mcOBDC#?+{2>;*|t#p7yZf;koDg1`3vSicFzU?N%}|#V>60v11~r zRT9e)WHQ26fcOasCy?g$=eTR^=8jvD<5J(Rp9#09Ovnq{peU9SL@J3)FoZLxgY{ek zQv*Om;ErUP)~B~uupw-D!skN&G>$tb-72oar(C#5J|qEB$;hXP#pwrbRuFv|Cj~l( z4knZta7wd*R9qo$03d2F!GKhh?*a{E;PB$xl!k zq8|{p{a$XauM#q>18~UE|Ftn%mil{OkmbWR_H(zw(Q477~Nc*w^w+>x{na2d%@JjtIsL)onR zHJ6O2sY#(3ro7yWrw{1h9gs9R0Sj7^5S6#7ppv;hAk*#})-5tPVn9_H%>gP5!4)sw zSR%y*iRsg6Jm`Cb4TPg#s0`oOwqT-5zfu?mxf8yW>hs1UCrR~@E;oN;In;AgQVGM& z!g8{8i3cCRK|aFZeGVpvRj#c+@A#HaX6A_2q@lnBrxVs49ZNjWoiiM{K((t@K|#>@ z_z%cWYd`M?58;t)7P+;t*)@eFMH1;mb*3~2)!&PUvX;JQ65s+Zd7@CeR`QduO4S)} z3Mbu|`r!t4=~ysbTd2?;|B8sIuW4u=wfD42xP8Raa@C+1#HpTd(ptTDW9kL4x%8rriuM0~s)GFd-7;XItiJ?q7gHMiA|yPJqyzo}ZXq{Km1_*o=bFW9XD4Q_y@WTb z-cHOFGVnqqr!z$}kg>}qNrK|st-!cnWi+eq0)`8GjM2%#O3rLRWZMQ!O&f44Qt=DG zVv9)Qm-l-i5Qn(vtRt?N6bZrFQ^Z?XIp(`blA;75L=p=npCZ4k9!Luc*2dwv&|+N7 zy4ZhMrXUb<{L&BXysN$WRuQ8d?iEIa4hcR`xTu3ZuMS>03o&jcyq_k0@tgx(ZOx<$ zqJ~a6*C`*Piw!jUjKN%@Hb=s{WL7PaVv;%#q$Q8_b))qR+yRa+q*JqMYGx)5$*cg5 z4jOE*bnJ?s-#-nuK4*pf&@STc5UFx5>u>G==x>-F%*D< zJB&RO=eNZ+lTLz6SYEY8*Vm-fRft+_f$)l)qm=xmX8*?8F?XaAR{2l!Wx`Dy2{!4U zThUGF$yvHn$3qULfH#~H@}B`?gVvg%kUjWRG6d5(Zg8+6@-?@K>bw#v8`B`-Uah6j zfRd{1^bE#M2Z_!qs~C_H*Q!NU^3ef=KGbSYa*n@`FnDCK#S7dU8N8nx?ou=wpRhdoKuuv+oLT8*^KmQq91mf%#eLE^iVM;_pw%s~q!`ZUs@p`F{I z3PdtZT8>6q5BVh?VSyeGuiO;-oZZ7VtX<6#laO!+ANI)54L*4Lt)AV4(r!}|2J4Wy zzJ8Px=B5&jOL$-&KGfQvq{)hzW2k$k$8wP9B zFS%VPPc&Yk&%%puSc$a_vKFV%j1d-k`#J|C6le;Ieo86&MIIZ((*vssSW`8_wM49l z$alf$9pZ*=*!xaj!G>(nzUma^QPby&Yc8_m`jt4{*j~X0cis|^a7dN2c)z_K9jY)< zBr=hbN)gofB8>Pu@$0T)N;c69%R27rW^xN%Fj|JnF?yYosE_1U9XUzG3k&zT8enj< znPv)BnaQ_MC=;^@DS&ZU65SWlXG-rDoM0D!t6;^0ooNqVAMe|}hwRh(l2R7a=U(M8 zWhoU$G9(LeAkH)c>=I)nFb5U~=bHV-c63{%uNq1G8jYsN!e2|Yppb^%2ph)+QB7KR zBbh&4m{^vVZz#FJY#$qSmgo=^dQY5b`tbvU97xF{Yy3aRW_Rk#M0Wa*zkPCx(kcVnSxnPB#Esm*_Otu03#s?c0EqTAgt zz6RD)kaArvv@e8964XS-!FFJNMeJQR4jepphT1YC!2e6758eUhv7=lr(~ffh+gK~f z*FkYyo?7=b?U_>uQ#?1{Aj`>o>@{vS@4X!D{W|O5kVqZt>4^gHP!cPq&?WP3#3%eI z78WBI({y@P7$`*pZ8JM--MvA z5tV$6Nku+(75V^E?;RG=jFZ$w48fkj;U%l!nQQJvC@oQKy9~ts10Z%PI6+VmkLf!Y z%U&>;df`moYy1IHyW5XbDLXz5{-fQkxtfpC5+)exs|1x+3ovOfhDT$Od zd*>w#yfMSMI09n#eS&IfK$b14hOnVRCo7r^%Kb7j5%M@%BJ7emGzRRK5`V`u-AV3- z;#3X7K#^(hHW={owSWpLbkc*5DXBH94}2K0lx(p!HLaJD9b~yy$P|WxL@e&R`QsQE zrlb^E);)^D#f!qqgOu4K21un*jnP>A!48^mmYc=MtbHGg)J?NJrM3LU)8NL}TiY~X z(U%5NcZ)#mLpWRQ_$gc&l5>qsas5}?llTc&$|9`Rl6 zrEA+q2#}3kk`Q-%jeJA(&b35r2%}47>5jLH{L!btrvTGN6WLS3P4f3TvM^{Rr{Hd#xO^6n28j7(5R*)>RN?EOzNEoRM@ zjw-bZ4XqS6PCTJta^2NWCX@0Wl}6VCvoYK}w}4Hnj?tj^0uyL5kIh?VOjw{OeZQHy zcSvke`H+7q|2cEY8kTJ!{wBrH3AAp5!oia1@8nIMq+?|K8jE{1>Qn;g99O6=#KH0j zJV!QVO}y0&o7t3FAF3uN`SuPRpyzFpuz?j-53DDO@EU2%53l!j-CPukEaKf&vW$L)B1cCL6@*cy{Knuh`ZKmcuL z>;@B~QwwoKB2??l)>l1CU75I2lo*%*m}Oe=#(&EXySbvos0^{Ua7-a>VE(ilLZosH zDniLIKuEK9qy&SFm<*$S0k>ejI7EbNWP;wLg<_`eU^Fa5xvT?|g?bI8LpJ?I+yU@# z*PifeQjlcPUn`a$gBI7*p?` zl(pjVmx2C;gAGTFjmIn}=1@OR?);-m<9e1A)TO{si-c`hJ+RKGl=9x^(wIYrk38@1 z1QDaUW%H59(pE}P5YM(E{c$lipM5`?GA||%SI#t8Nw5UZEh-;@Fh~LXO2t_gp<-a0 zmurKif^7jN(u-F!v%>gF&GAj#lkcpkuf0S~JkEiC4aSBzRS(JJtjM-*!K*NfCHl@n z5Qp^fu95W3iwTfBTVO9s^X{!{hupwzz*<+^0k1Cda}*wKxe*cpJj*5Zh#wjGNDfAOV%W50H8TRV*$LS;u_cUAw;?r@zB63!OOf}11Jlc(gzMF9%4DU z0BRoQ_)0t7E2A0g)KPXwX}7+9{~B2d8eHJaDdyfc{YcJ%(XKS&@aF1cL^?b!x}pUJ z_C9z8JJv*Nzy{0Za4BLU({2_cQvi!C>3}Bzs(EWj;n@Gov}DUy@a&JpuB~^2gPSTK zPZxeg!^VQCD&V=p!2A<_pgwYk$I}DU4Yff(mw4}+0|9|N>lN1V z57~3E9uayopi1!FoRrF#G!*L= z@5eru{M@@&=EkcF4mb*~z^a$Z3b86G9)c(}Sid2+Vfivg@9^Pz-KMqm6aY_G`e`Z{ z9aDP9D(NQ+vI4j>!F-1#*}^p9Y&?lcmc;S<^bC>`Dvd{ z_0DZD#jsDapJ9pMfErAd6!>G143WaGR@O#;eigKyJaYpir@y@6qY>B9g6q!XHe=qPcIZapDKX6+Z!sir@gG1mUWwm zJwMXu-!>qZ@*(Z!;2;nI^)z{#ml3tkHwxZmd#VbAYy^^~btvUat>{5Dtlh zf#h**L9)NF7hD1D*6e&AGoxs!M0chL{b4Dze_=714wV+KTYG4xm)R5~cTVAkDM z3#Ar8GP2pGd%}sii;^q#YsvOIjiUs>TxDZeo;Dbn^eq}p5gM^^4VUP=JJcnCVlHy8 z6TwAH7lWfWTbPSY?(c!*Aa*3VglxAGTl14=i9ONM#}*4SgyHPnagHz9~(gQWCv+J6u8g*0`O&Yy-_#=4OWjazS=x^Lk_<1I0vpLk3ruU))rUr z_yg9gGCLbm$H}o&tIN_en? zg6~Lx$Wmk?@;8aanyl}jvtokZaT}R3{@NlA!UW46=-7n@6UHz^93Dpk;%2KB~ekok4S_TIsqD^XW$3@C2 zls@TpJlG?GqV$>AyR93Qc1%3JWhs9GP*q!Q!V~1Kw0ip5t`jw-T4vHisenUL5v!$O zFeRA6XyuG&zs2%I{Y_pQ-;-lh@fNM+m?Hcyy1=#v6tnD0z1&0_@xKKEK@#A*xgzYh1b4SXeeZz2Sr*AI!b*t>ExW zQ^)tL_@}bJPBUs@n~bO!i9fSTf(^lo`5xFZiJpMsp<}mnH67`$(@?XXq*-#&zCvy8?okU}|51MDbn#0s z>`7DI&goC}OJ--wsdvu44)5&b{x5c76%2+_ODt=QzjK{F(n`tgzQxUHFiso#WwYVq zT?wDRc6ib^yTG*?Zc?r=X88I72?+zw;Rq+hdLeAENc!9`fga3aE|ZJha~a++?zB+F zh|8k?&=Z_eGhr= ztm{io4K5MKO+zBW%K8+LzB8{;)Po)|`Z*2PCQv%sf4SHM?uzq@1VThm?e&n~aF8dz z7aV{~IMMoi(RJL9k!j;Tmw#*+#7P~4PiWOVCG8UfA|)Xxx9sIPXll|@yH#SLWWS!! z+agZbmCSQ&M?@#BeV%{+Jj3iP!B%%56YR5L*_z4>zhYElbh@`pf7)22kxocOpev{K zas}k-Q2deZhk!O2JKAe7^9YDnwIh|C$4%zO<`oAITLjdd+aCUHOHdLcR-D2iC0J`A z3kdq3{5J^h(z_UrUR zaoPX5_C`;D_WJ#p|JEL3*F>ZV=u3nxnAu+_*>7^A;z$0hr)bLiH6{~n_vzzb2z4B2 ze!Yn~Bd*XT44i>JIz+>=U(-UeVY=No!tR2Wtm=)R!NT+ORD*@>@iFWBU7OeB3yAu3 z(C7K)&Uo#I~+P}{o^NzAgKT~%`XvPD;E^J>o!K76uHyXJ(D&V-@P|7tAsAYH2K)Z z02&*tAIbvT$61cIE@eZk6n-T~sR#+ySrl6G!27#lEXqs+GS&))gsu%Fhj(+(pktM# zWYh0;)X)b4Y`;sSs8kS@G6*iM#V0sS?aHCedtY-W$1KG=IM@S{ zdY<|iQV;%zow(Z7*xFVI#;gj`(QXpiuWTlS8yvWl18$$b= z-Nk1I+0X64rVD5=6J&={SFmCG?eBlQGur-+OK`B)Q1)H6{IoWOEcJo|KO7hbjwkg( zC1qW{o?^_;rG+7Uq$o-DU6mL`%kwUWnO?G1klc8R!Ca4S6(xm6XZhhwvQ8f1Ou)}e z{qF;p+`xvn=5Y&3tJD$8i9UnynRW;v#wECxO;Avf+^(=*n^hAe;Yz}5hzX5;u98I1 zuoR)V^HSd#L1%BVW$z#P;s9OG{`S7#(Rn{W?aZosLg`Z>)ncWS&bLi2jVRQ>!|?BP ze&3!QVXK57HVZB3vUnR9NyWD9Elw zb^UzbLJ3C&1=wfByA1gsFB0 zhug~-f^wnM&ykldpo7V+7h8=?lwzbg#in90{2G{2hZP+*D>X;_DCM(zx1c1Oak7u5 zCly&XG;Cv(oG^#6(OD?hYb?qrjLRoqUSHmWn}UKrqBdWJQhCj<;BiWoM&2jAW_Zp0 z6F6Lx{sFU7*h?zaSc^bRtHR+NABudR;2Nljj-t`!Ydn{J))0oB^HEYjs+)(=Q_ft> zmv1T&>`?5f0c4$b|5aLA{ii~|ob)s;KF&1$9a{`{l>fgAE&fZd7$cp||9Nw4@n_H+ zt1KKG3NBUpmWd!4dmh|B#{e4pqU($aviO?vn9%0YcHFWHP}2vs6DtNVgOaUm8-^Kf z58eD3^8A9Qu%Fs2TGO{NQ@4+tn3J25Ur@Zd6QtT2K@(8=zB9Tp72SQY2s72>gK*Tc zgD1z5g-Ej68o$^@Gl}n=eARp=IH6q~2=N0L_V6(~oG$DS1YJ?d!5!ny(X#jMN3YfF2>;bWUAX)NNp;hb=3TMLFmd%!Wlbc#7QEUA40_ zcL^*xUFLu){ys+0?8Y;i%y?kLWCXbK>uEXU zwU%ba zUsvbrS_MsOm~VOkhuvc_od+(j{*^ui{FpHL(>=)9^S>W!60)7gnuOnF-ZU;sJ^N!2 zx}l>PiQxPpA>pt3IRD2#UFp}iNE-^0SQ5b&$W0vT&#J_;Y#n%b$`Z@*vT8(rAra;d zs>ED>4dYilbk+|I#uNA5y{rVQNe7LF{WVtV7q1Ckde~S(H)5zg@rXoEf-&I zx*!e)CF=uiv_p+SO-!*B&ro}J0 z$nxYeE;%1(`G1&|8ZKQcGZ0ct1=kD_BljSF{rA{W;m*~(dgy?@guWy4Oi7dtk zd7t|V=-kfheO*|^fQ$-3?H@e3dQH-P)Ayd=(2pa~RZG_KB-c6q{mE0wf5xw+u1r^f zEx=Jfe&Q^V%!xGR&3I29W_sH}rYMaW`T6yTxceXhRb4aisz3tPB|dy@Syius=LSmG z8|Vq!NB^1%<&19X+|70U>$s_FsypE>j4%lvc7Zl+1G_mc=2KiI+0c+}Zy~Pv`r=M% z#=~*UVRA@zbh{h!yd#o0lgzX730q}-E!K1=H_B7HOKYogE4!e+M zIcyd3cYg#FQ&=qD!hQi+dxcg%wCY|-ukNz-A)N&&_j&gSMq|wN$%pIR+Dk1aEp%}I_n2(eyTvcKjy*NTM!2wruR$Hqx&z5^%&aI`Wpqd-&Ey-PzD}@H zV1OSjF{>Ei#5kNni8?On%>iwUk;;J;)(E`U*;4HkIy={kqnvTe56Yo82hzQ-=E^J= z^g{A_AvN-~qI5@DBO2XlZf`IeEKk4KhzkmQTfZWpMf{FmY$BB>={BcJd8b`GO_Mbr zor{y*(<>3$RF?^uJ8vE}a^07fFQIdb`RM;)@bhf-$v>*%{9x#w4B|KxDx2V=XiM|2 zCenRIvV@GsrWa_%E+Y@EXrCQ@*XtU9OXAXsmFQda(Gzy#RMb7ZqqB_dCBh(ncZeTf1mA4eH@MAi5;x1(+e}L|xL=2=dx!;@HlqA$$Or#~U!{|aOHQSl(t^KwnbVYB z)y+=--g5^>8e;J(>o!-1u3i95Nh>tSW_9Yizq3uyYDd9H!4_LHQOZB!S<~`(n6!QQ zQkL=y^R-IZg+dgxz2f%JXUqL7*Z`W_LC2UIX`R( zH02Pg^`s&@Q|R6QRc0+PDKNn!$&wQ5_LuQOK~3ivEInNJ_^)poiZ|6)W|AJZ_t|7& z?LF~==)-FA2GB!(-sPMHSt)HCp9Mgm&vWoLqOkYi#9V&shcAT?=$8f^(=<)?RFN?x zodNa6XmkYP+Y{U{2%Y#HH|^md05lk`@SXeeR%h{vbp(W6t=EjA0QSUoJ?N52nJ38m z_ylU?iB!8!MvTE#ePwNPeTHULZoh=-3+?N6J$$l8cV9UiZ14o~cePF5*w;{EB5WNZ z>vB_`|5)sfI@Rf<&)ws}7(D>B)S5Rg??fEaFI~H_g4-~W?CF_Iy-7v zbb8jBlq+HD>e$FMI>8(%q8e%LvUSgyR(}&g!>EaaCwWvN&(NTgaC^SA?ynm0m#%r= znR^!n?mz^mZcjrT0)9-#%gE=FP6uI8J~TAuYKtz%s38wY7WZNMoX7~)3Hk%+?Y?dH zmWJu!t&Za}nZMJ8o=y{{q{Iwd`rhs;`H8ITtdl(nA4olaR9ZNNjV~tRIIRx1LQ~f=%J*d@ zCF%TZtZDv{lA-GA#1M;1?ZSyjk}Ehx0GZQxYyS2SPl4cTtmLP$z_Cj^n8NgExtD6e zLa$&3jxB0xZFCE&fjs*jnc?D^#S9^d0M`fSt zXq+&nXRdK6u%+o!MZh3`bA%op9$q7E3JmVY^hVb_qC$2*D3-(KwgK(LQ5r5 zcz{Pj?G#Rkz2@Y~WG7}FR5^?R{7x5p|`wKtfD~OZd z?EYsGgHjE;W!U2_cxN+21kpk+#xQ^ULoXC5<5dRQFj}CQNTD6}`8PN3>|i`9%Y<3} z4n0BK?cG|@E7L-E*ht+`Lr55VN}ExQJbdg{d4Ad~BN~G_7Mb&xckX6H{WIK#*o%7k z2O`LycMdW<*F{W~FQ#n~G<>Qx zI?E!5-tZh*kRWYhyGSy`u4xgGMhOc;t34cB&o#Q75?nxusURyqG+i(rEyd4qz>Txv zncA@u&(qi5NKGLVJRTiAPdLtf#;`}rJ`@j&6159qc8iD|qNHaN8MWyp&PKbdS;q&v9 zVNb*ICce#(2_08$-2&j_-14fSCNOA2JWL4dK>fk=f|=n;F?YQ19UA*uW=Zk*T_X22 z8a+jz4f(2Idj-5zby=xtq=CpCmt^yKSrjZerMP)iIe}oc-7)Z^AsKGXMf@T6`yD&c zvMJD8XG_1r&EJ)j^d1OsfH=DW+f~EzjxLOsRJO9ZK2FfL@^^YhP2CVSuNwgM6+L0GO1?LIcn4-DTV$y02+J7|(+!@n%8e%OHR8jBgK7v6ua| z+tQ)JEdD9%)r7vfx*z^f*TBVPq|b7E_o@L~#zm9}tN8L%Yd)cP!&_zz*63qL`r>fnO-iAUaL+;$O+vPC-f7i?Y=X|BJ5FRTI@nX*=9Nf){YZ zH;^$@Lp^l}b;uS6FKqzqiOSa%{Mwj7L0qJ^mBm|cNC2bfm54hbC?OG=N6oV|o#u!Pm5`x9r>jzE zp65YxG^l7)X_jUuB~8D*_j4-Oz4!aRpZ9xz=MPTLd7i!3Uh`UeJ!@~)e0e_QRrR&T zpg#G9=(f*>79u~!Le0JX3SMQbA;H(~KB8eV9Dk_EvS`NU;#L#rIvEzxrJFhV%Urpr zCwDO@dFV`@{zj^6#C3^zZ*tN*%JfRegy^q?_lSsX9dCC$Yx|6|im~VzVLMN(LcRF@ zwG`>JbV4-hOKm56ynPt|Yn?R;>!A^!yVf&Sc7pQ3MT90eo^ z+XAZB_)1uEB=zs~lQG|t_}%;d+*bFE-!R`HLvS>y$r1;Y;Dn3Q9bf=b`zJ)?#GddZ zaoSV}ZUsOwt!v);Ht6u@io<>E-wv7!O8~lvxUfNfyy+-0g0>@6VMZcFjcTKC=syv&_ zoQ%u5q{<=o`Cq?CvV--e^C&2Q$cYdR_yLr=x%1U*Pvpj;!GZ!Kii9kR)D9D zZAk5%rY~Gytr7d`Ox~S3>-j^z{EULOjyrI#s3_lwXI_ri4c}@!^*tDKCIPdJ82tR$ zBm_3;;Ai6XXCI9_x5^72NIE~!bbsf+XI(9sWiSoCyz9rBOj;dh2lZi}H;2m9MO=k6nXf$?+_oN(42jsmsK1lI{nTwrF(UqDNj;3PRq8_h?R0c;AjXK3Ade z>U*eIq+fx$-G&vF6GUleAqU_3!snm%2X1GU*%jHE+&39ix7n)iv^nto!Opa?Oh?Oo zqb0ST9%JT%4#j)@X1ezcbjj?B#KS+q_ZbswLVvi3(3ihCxaHOdjY;}1UZb7|5*r^9 z%_TO;6`$PIz2}@UrP}$a%DJ;UGRD2q$$(|3^YIht)^L;wThJ&RwhO9va%T%Zg(+pN zPlj0*-*>m$)gceJP}blj*z0}JxI^M&Ge?vd<;W|CT^o4X%?tBCj<~J4W_h8FZQXTk zd6wWER)%xJ-V6MDcv5dHdC05QU%t$oDYRq%Rf$T+><381-+_OI4!Y7|0d4R z_EK1tcZ=Y$%_*z~J!R&5O!v$mNg%G_@di41BL%yFqZI##wpuIx^ZnnlVz0BmJumqo z>V@3x*Cpzp0IN%G7EATrsb~6qcXt@yrEy4fSI*hlkKVl;x*N&2BvG_vE;2h=1JWI`*nH-9>p)cJyMkJzz`BRsDM z1Xv@F-(-$BX1w@3|D_(UTry+XS}M&m8<`F#Gq$&H%DzcvQ8+hy|4|{g!PsrT*&s?O z)djyxA3xynS%LN4-Fq#gTGAh?OB&~@Di0YFA+D&K)?>JeJaJ{)?)FNyIqiHUKkkC@mS+L8eR z#A`L(o3)PLxgM;6OF8gK$XeNpH3r)b-h~jppM3eglSoY?ewm*&dZXUxQoMj7wSbIF zWmRU)n(Dphi8kiuxRiqs+Z$HLqF!e$p%wu0z>0A^r;_Gxo-Nz;)HJyLh{m>(OH(8ETw&c#cTLL> zXZ__3x2eNwe#X48)9^TW_MoT$=Z2=D9GSlP>(AH%nCTB3RyHl=>2?%&A!dE|L8$Od z4ok-Rz8(DXaj#!FhgAiMpPu4uiq&| zbz0=1z=>k(Lx6;7oVEro_V{pSf{e9n6&_SDUp>#OzmqJ%xyeXqt1sK3 zWA`?`?!PS`uK)ZNoBpBZq-XlaOvfLnzTM!MtN7Hc<1K9&H=J2W#(l7kbtmdKz)BqRUy&Pw#hOG~#9vrx?*F&rBzNb!1BeX__nY4=2fC zszR>#VUow(k;x=)&UnFG-bHilzeR{NkH-~ynplsyb3S4`Q@yMm{_M3m$7}O^I95qa>qS` zAKL0gVZ?sy#c)9Tx&6{npmog#@1lqYrpyMSKVKw()>Gw+cO*hHS!I9RrsZ?qxt@3G z9IsGjp25zww(28{ppluOqWBy62}X(*9_)lqi+mX_p$VjUMR^mYuK zmvahbKpffsOk=np{erUzF{_AEq1@XFWSLLhOS>dLoI$96x^L&+WZ7?ln^7{l@U^=EfaskJ21-Tu>5z*wDbZN9I$Kl&C<*hn`2L zo|9E41QHppn&)}C1=TO~$`y0%wRYY6I={M8c{Z$m4X@KKF@{PWe!)X2suZoUV`fha zqJ*zjJ`nDsd3CCIoBRzHekM8l@NHNuNjd5S(cx;g22792gC>&;7FKPr0iEa|xawpR~f!!-Mt zoR%GTDp?QBi@fLXYfSL8cI*|sO_&#?*3MJ^}!e6pTjCtH!F)hN61x2 zoQ`j2w4$Dom&e(emzp5wuZ=WxkF44G$lEG5F~r3V6rE}pe5bh z$MI~o#)0IbqE-+zYhsP3sM?-ZyIrWcus3uKQ5Z(x6-E0db{7eO7vN4dJWShB!&TXE zSw`$zMBXmRD&JPA6f*uIssj{S9Rbx%FSdHeGX|f(e(VVw6P0T@PvV3yQ~K5y`(4#f zP#gJ|^x4jQ)^>6bN6Y&MEXFx)9xl-w<@zk9x z(3+{`o__Ogc8%1Oq8j@r{s*q)bQ`_^uOqg8vWXW?4*!0zh5nfIm8Y3GWR{>k&gBEi zw0uX_nQ%r?0@Cmiu4*NGB)4g3=OJF$5BkBB4sSIyQ)fFw?z!!gGVkVo^RMl$hU)KA zSZq#s*6VJRV_BrsB4<^9Dew61bvc6?+=_~Ik2S4(WaxHw;Po1jq+u6|XJrg=RNw_g zm_sNYO=gqf$b4FVt9Kg2X_7wLu?KAi^AghUGJ{?)jaM4(k4u@x*E`++esBX>Q5dI_ z?%2$8`Z^-F?_y#*zJvn!|xjPZ@a)5{)AS1Tv1EF~txjw0 zN>Qri+@}Ae$WMrl+VCxEEY!R?gYoe=D($3^*BndHow{P)g4KR1?9+(aWH}C zW@C~3m~QQuv|19_AyUw=+pX+W^mL0w{S!84+k8P2<+Qjr>_J91Ma4c;`kqn+mCifm zx>d3+(QO-SO=em+u~aJYGS6FRL_yBDteaM#aNe2lT!80AsE)D>*mj}uW;0(rs^}js z#AZBI6#-%!%Zen6t>2rpEI>N0t@YrVOgigIOHNdir^p(AbX6D6DY zak@`_3KF$NLq37b%~{tnE1K6yTs#N22$_~#L?}U!((>fadUG1)AiM1-56`c9NQ_Gj zSPi|_+jS*n{vo+4z1jJjs1KQaTcGlOKDIqufL(Osz@NMI-^W^Yd%F1_@OhhLqCVD=Na-LSa&JMa(6DF)cY1?zOOs*@y?l4-?Q@7FQqVA0r$4U^*zgkb_`JS2#D{UoCELhK*J$MM4<(jOaM z1LMcEY(xv4y1PS!h7ArVw(z1V4YZM+_@Hu%eVCOY;JZY~!<#kW=H+#hK#TbZddT9| zLR5xYnvSjAR5SoPfGgB02fhH!abtWF(~=2boC$jhBSAQ2>#39^(9d@wt$f3_Bh(cD zEW1ex#m=WQ5Yto6J89re?mE9>yf{;(a2~<=QCPEe4?ud#V?+H(Fprr(6(T}$=Dhv_ zAl%UADwVaB&5$nA;zhn2i>M(m$rM*3`z%u-VHIkxM&@4!OCDTU`)++ec2UU%%iHVW z{dehF-+nD4Vd+;uIr=uBIcmGbVmB%2H5>p-HRTgij{^^x3#LC_>vOAOkLzKJ6Ic1X zB#TN)QrrEbr4x_ehIoC%jN$doGG67Ys6NvlM{AVXvzxJP3!M7T3}vle$qg<#N)in9 zG2UEzQV-s?*Q(0@Dlf#e4e=xkymI*3+KolBxAno@;q{^+ZEadUVSsx;55g)HM;dVB zYqgC1h44;*Fo?ia;(?CBD~!~w`J)`tq27mVD>J12M?T?;Z%ZBd;9QnFH38nbt5i}p zlYbL~S84@?dqz#zxd9__8XN{>yJ6#h5b>ds#0d*OvZ}4%my{`c<-mA=gqTSIH_*5q zh*YrzeA=6Gb`9kISltwWEP(!v+pfV0vU`OjHXR}J<~s^Vw$Iemlp*bJTKx$JEDnAg zR+V2mH1{8~cYX4XyNL;6DD#mJ z7i7S)b>wSHcYOxw48s|_fKv=gkZns2N%zjihEIO_zEue(u)-(%eBj)?gj(`!f5>$F zZknLkHef1}>cG@gaVAD_qPtXSIz{UiFhBe#5lcZ6Y)BoF`twv%g8Z^I&+ruN-hY4i z)|p@(pF|OG4yw-M8C8z#+Vr!Ui_r1M`E7@o?*Cwo&L`{?+oG5n z3KQvGa<}YP5CQ;`bLG2TZ;PGz-U(c$}#~TLJ2v-rufb z8nwF}A!D|M11$ZsLFhWdwF=@L20^Aeb4FFRIktgoiTZHuMhioV_sAjogp1gXlzG6q zFF16!Uj^#JF6JW|!?vq|5}|`+Pq2j#+_5LAP;BK^$6i2PkZ%K({;fexOL%AkJHI~= zfuYIg{byn)0|R8k-PXdFiL2z#LW_vFt%8>zB_e%OxOtyck(usHJy z`ior;H$(+^En@*H*eshN3dnf_B>n`Z%ggIAvRy5zLuZ655S_c!1p~l&10HTy`+5W6 zE|Ii!)d8qUXMaQ?Ju*lyK)AO9khRABSJ}pvcdNqv?>P`No02)8g+EjpaBed0a6^6o zSYD~`fB|7o;#)QuY3DE4q<8lWY^wWOntC|QyJa3S413Ks{l$FloC%OE!rsfPzK%xY$;OnWj@Gs z@rMA*1c=+XO99B+zE`HEo{{++tc||=pFQdA8MrFWz&)56``*=gN+waK@bJ$%+y70G z*WTiR2}6sPjHIQ(4+oA5o+I4Dq@@T59f|H%b>F^K)(=?q}t*~4=jbCZra}(!?x1}E*mFo2|M!R za6<}E(1CYBh(bOEZm0@+DZl=WBtk){0jf7H!jvI28WU0cfG;89Tpn`A>%x(`Vjj|h zqYS{OY&$$TgpAzpFnnO|!x&lO1(U+X3nrjqyWUC0L44u@+yK+lJ50ubZn?K6_p0HM3ZFQpFk-WrqqUxW=`WTsRB2)1x}a3bHGLw zTzkNOglWT{@BpysD0G;ZlI#9w;HaG#DYHKh;h}euocf#>1@lD3W)T-554DIpqTs$k zno+Yf@A*5~o0 z^&hwydLyOA){zd(!iBp2?Tw>VQ}9gBQ3X#?PjF0pE{&3eiWkLv=MyHIeSf%vvoZ-~ z9RAZ!7kgR?=X)R|Z$`*YR)axJ)*m?_>I_doYv27ZAYyq4Y#APF9)Sq@BjEugkn7z!1{pv0>vt^3eZ)(TK1KEn*qv+D@?QVE4zKpDfH%HeD9CgN0x z+#F|NiDQpb3p@tRc>R&f1Cu)(39z%wrMnxmH`1RjXBOs+x6&1teE zdLar~j*;l+rvF;$=)q8U>s3j3Mk(QApd&nkyDg9@juSy$+6Ybq1fqxFqMp!nrcR3b z4DU>Ii>dD%t@v3mn=Jh&u_CKsXv^N1KUW6EQOS>H_(i@g$INbl1p(1zh3iUnX@Ex! zD!Hb(U~-NLc-;V@<~V})QvpQ1$@eG>mMCq&EL?RAZ32j56!Q@TI^3`f#L#Ot|7l4N zrLlJ=h5YLQ|A@%wm>jJI9JkG%(Ara&dTB>gb`5%3^I98rSY}%yc1GK%>KrhRKevgtETN2d%ucU_rej~Xg z%Y^sOo^YC)HBZ%aa@ZRosl`6yQ2(gjbMZh&#;Z=&;qg~5+jB3b)%?*L>TpV?cSlG< z+}N4Y3>S{P1@-w$C9bqvp?1QZe|j0=UnYc4JbMI5!HMIePXS7RmTN`|f-oJs0QiJU zY3`#3ya6DE4r+9Ow3Qnn`~P}_A~!^o+XUml2d=C&sM|lglP+?m;;u17GM>bCcugq<9Y7Yn^K#Jh%sbWgA2t2gu$cP)1B-3Ym=dJO>WeQT)ikqhMIQewZU70;KUiV0zanFN{n(Q6 zBc&>KNyJ2u$-Xv!yNMV%v`#K)aJ}y{MHA9N=K&_f)@9yCTF+CRJhGza7JCu}vmPVR zDF7-4-v-n12>*ANbI;g5eS5j^^;i7MSVhC$`dP!nTebVu(=HjNx`|c^r+x{4F=rll zIqdF<*S!~_tkN}~B#+a#9$#v&naq6ihvdZQd7Fdt-xB|2$(0s2j;TC_PJnm3YwGz2 zUsQG#QhxFpX-KCn3m@Q}A~swB_$gkfbGN633T}nFE}5 z$kC0#8kN#)~6B1C! zW`gjJzt4SOJl=!s&5EM=ZnfRfCQ4wLlE6GzWFvR+cRm2R=y#FR{q_RWF%`-$=xi(c zOTgp>#6W&6fg?F~g=n5}9MNk2;Uh_M2+R%%pnei|SqK|IFkQTb%!aGW&_T+H@2OPR zVH~4L^HT=iY`?y%+T@?a5wi>giJB=-0J)t+uL66)0yx`us6sAaPyy^J+P# z7v-Y^ayxlHxc#QvDO+@G->^x+QMP+u+1ZgD0YT^Qs^1~de7CP0f?y_l0C864RgC2( z^D>_!+y|H>YNsM6tF}UWpJ2`WcQO3$!ypm9{?x*L7q6^ z3UmN3zk&jL1N6iu@zR^j(Q%b^7Q1yWJeGjB#;_}}mp6ZeaRjs-J@f$E-?vJcG((MjI^Rw1D7%<`33@%axedte0Y;EAsG(^IE?{hEP2sdS zBJiq-l$-;asPk3okmWa_>EC(PbrfSOT<(2wP()1pW61t3{l zw3er%Q|dJjh2&#re2=PTNAa zfG`T6?$yn@lhl~Q*pk_Tan9wgAu)B5<(t{d0G>pwPMKA+p|zH;Zp2=E!D-;G&CG<_ z`&SX!ioSCwKCu@FNq{I8tdORFW2~yu;k87|1a=@CgL@7SdoqQ9AB7~IDHgWxY|olO zYS>~v<0`$RO|}72auZFx($~#Mb(ubULCZJ0lE%H2otPVh;e%B+xlhi7L!uv2S>@N?~@~~NX+I4X}%bB-02V;!&#t7sq>pqgdg}L zwMm?0BfonRQBEP}0kDSG>gXOqpmf;3i_KpSe1{-hjvZF{^g9ovtrV0lYhQObHo)M^3X-iy#r_AN%4Sar5*8IN-E62sRRH0e0#H@p5&ZgM~z1d+RpDO6OycpAHN> z8;sq7Sn8a=j}+$MV+OMlw};jMrvdy{yN+-mGx&o?t5uqqsph7d4ZiI|bPf~DWx-9twc!qaQ;ws8XK_D~sEwAV;loV(Z&B8Aybv&$@5rSD zkKe{TRe>P5fINn*x6$?Vih*9E!-zH)_{Oz@_FrTID~S8+g>w-)%z`nQ_shcQD)8N&JxqC zm%;?ERWOBhSVGKHq*_H_=42?c;Ke8i@Og{%|jxoGdZBZ9xaGQV41@#7QSF(m6N8gDq!7@$Y1Wb z2863sf)rlwK0=15RoC1|qY4(`RnzO7H&96I%2py)*RIKBF;u3^YKNFr3YlV0y6#8g z4dKgJb|i4}@0T#iJC^&OD1l;e*U@FO2((L31CC(h*%!P=uCCJu(>XxiNG=-*EQ0VL zYr+k|?z?c#;>W21?LqkDJ zIui9GS`D%dOQu?1m3RUxA|y_s9>vkWxTb(*AfRJS4L-(5#}Ud3D0XZk^oONZ9nb`+ zQpKDfaJ9hD$oXJe&=+b!$PGZ>-WRXdfkOkA$Y%u^WY?5FgE2ui%XaoTXML+uC-`HS z&m?egjf%J#V&_#Sgfi$d*QIPuc)O0FO^G35jC?vxnx4qiDmyVCBxWTsiZv)js!#$0 z^Hh!gNiFx<=zKaXHdsvtSR8Q{p8={bWv|j`lOqkVQrFSe zbln%R2g@AGT&MRwM?@8f8xZ1+NkD3iTsp-b9WZ1*1utq~iA|t~mO_!EBl*5Y8Tg6c zSOQ`Sp+Zm!R!{~^xrn@c=Rn7k?j5I&oVS<>5tuh^!feILmZA^28cL9%+ z2d;c2v-B6;MYnrdQ5hX4-@7gG8?l-tvZ9wtHRCEKO;tY|e6o74Vmh*dHGz4X7D8** zrUYPOXPXv+A*sK`+YQN|zbT49vuxO+&sBH1q=m!+lW`vXHs}}JR~4@;gcrihh7-us z_`96qpOTNg&hc90+k-Tb<;ZJQVhYvrf#^=PdqGB3xfyw49hEBgUSZ?<(*nWQHZZn!Nf_yBQ3VcIUj)wK^WVn z5rmoE&nK5iUbikOaJ#I#a)q2vR0%iWJlNGTY1!WbTn5N~E8gm#9G?Sd8wh9f6EC3h z5M_J~4F=y1K`aBz=`K5DV?O)>#g74F0R8J#&y--up1N%3^|3%SH50SEzz6JX-*^N( z9#Ap&xuepRJ%tXg#E@O{&{-_Y>!Cy7r;~&!?l}jP;)d=Nl7mlD&J8{kYo(v2rJ79v zoi%uXdEo9BOHwLHY9#Y`I$|g1D}Bj#jub(@F09(EbtoUs27;nLI*^H)OP?1DQa@7$TmN;wd_VXY&702%2@fhxi;4^M68Y{MeZL8xtggvK0uG;eF zxYp1Udct)V6!znQEyqY@X{a_LiA}zm{{YGgDQN)@=@nMv$lRNL2tQwt%m>G<9FLN`ZiA42509l81-G-4zs&Ndyx7oQ%m2 z!j99tl;Uq`AV7*gv6wurDT*#;IY+$gbd#WJZEqe?RDtMI9~p*WG5lgNjlQg|iGt+y zxN$!RsRacrUdeD<3f$IvjFhY*Bfo(FsH-Ab>Q6Nw(`4CejmSiR5QYr;^nuJmg7i3< zFH3YR%zNUw47ZS+U(y}`R~!ip=YVrq<6< zd>LWV!8xe_^#}~_UkHmW14dJmBjuyONt(oabgO0nh8i0Hak$Dorjco5lHpxuhUKL% zCp<_V5UxvYP}ZCJ{=trY(BI+jZlKp>YWQRbp&N|nz^r9kqR9?yDS3~1L9jx;JyBB} z;{3QJo8k_8U&P7o3X~hRA*O0=-?#@pUqK`nB&8>tYYQ+R9e9_}hlr_Tif4beqd?~>k+LZxKxly%+BTbq#Bdsj1b@Hv*Ne| zZwOH0g{MGtA_0_^p<}iv8uL+<@ptf+6Q?|TnhEziBV+!VN zYmnv~d@B0gf!*O48^o982Qw^LHtY2`9%W$63RSQx&a&so_C0sjQQr?dQYGN%_#pk^ zD-f3M0gsd=a19pQGu<+C*S$H|m_l_%HeCV%%g1YX{Mr@K`V{BouE16I5CGNs^rDyIJ}#wBV8o?y!l$v6!lb3)7o^lvAM=3h4|;Ic zpEvQw(0y8@DY;3EIwcUCS)@#5D9ii=`K`?)sB(;2Kn8Fvr{ zqze|o5n*~_>7EIH+43e2X#+Do)kY2hsLHH168aj>mfGTUJ>U5<(qB5c9w@g<01*w$ zxCc~7PH@wK6dej5fuQ}S$r+kpt;4RO!zhQIx5nezZMivavwv;RE%*P&o?AorWL#;O zqDkWy=jk!bRro*b2!-ik3DY)VB}9bL=Fw0@{6bM)5+|C>Oi78h%4Kv1qbLG$25>-F z!V!&I-9X(8V7_58LOn67qh(Udby3o;%>Ad;Qm(DK31w~hr`eC zN5BZyyLt5(;YmaUp#XUEsAfkUtb{gmF|{q z!PMDA-OW1mv-Uq`h3bTJBI{H`J91*}7(2S#vJ!ox{T7MgLm7(S3)DQ7PIPp>h_G76 z*%f!;=T`oDdm{&v?HM0?KabY+B(ilHRKl8!>EwNqCz?RY18~jY5#X*PjYo_KBkA#R zo55CNl${C)R`(dbhjQbP-N5}nME@Ktu6XOsR0ETFf+m3fVs-zgZ8%tP;mrCDm;kL& z;MW55fsmjU3kd?&HJUEf{cD8=x~?(JiPXZk+z!vXJsD)}s2_~2vF`YoeS7SR)u-kY z7vz>^>+IX3U3B9LVlC)c`HDK23=0AlLe{q=H++6y<#dBv}{&l>CZ5QMOu9JD(@MJwbyxd}+G;K^3V_pzFLUb>y3ckqh_ze=0Q~ zl>iYW!m;RaIT-=++{@)gXkV)iRMMH1Jax;?he`l=CJ2d^Kha+abpFOF1)<`5!Fgt7 z+Pi%hUcc^ro*@3fUw$xf$k6_=NxjO0ns4X>g5HJ zhD-}K5*1zRyvK?%<@38Ih6n%U`T{*JCE{98p9l7q=(*kJ%89a=|A_CoiR6zes*px6cQ>-@MU+KA#~TrMlNm-?RvSf2L2O*M+OhU6L^k#rzA z^}#e$PFLp_bqc~fIdZ<-8zsOhwZG2cgRpYyZgiKQE-UM zgNrst7FD|?E`15pDKyXHn4$`*`!*jTx#*VO8lQWLwVpG{e=f)L?H8G)VC(ja(27KL|PTg+TJ8xopSz+?C0E!k+;9t?p`FZSFnEV?x@+YK{ z>r#``YqCGMBTpLFp%U^i8fgiuEmHdB%Mwv3F@Rh(ikS4=q=3nDfciYw zo*K4#v?+@t#PiIeZ5vRDeBlWiyCTqfL=lvk?%jv(#(SKqm5WtFyKP`M`l%b1b{)(r z_9Ja0Ewci@4t~965t3c7d23W(g>B{$@GAnwyiE`B(ct+<G%evF)g1u+V4TtM&$9+P%{+}*PXu1QO}t@^WA(lS(xI!SlH z17jF@|CE%dFK1E0t#kcYMzJ53rox4aQ9MEWz&L{SFt1+(N<87Gqx;yg5ET$G$krC= z`Cs^=hK;f^5TqLk9s@9I=cwKq{|HG4gLoOqf)MPgBrurrBz7ty9P)RxgkE)l=@}4| z#yzk>yp*cWt9Zw5FRTa$0x2KZ)>v@ip_E3SL@?$MCoCB|C94KGDQ$)ATe0^rgQ@( ziA++X9HfvO&pL9N;6A zApvS-*Aa}(>LP^$3XY@gxycd5JD6dZ#5r$DI%BH&s^C+H78Jtn^Nvv8I2{0KudA~N z9)6vc6_hy(EDL&T+<7kwtq&^4Yok%QX&0H%V0}{zRu6{o=6K$BXB_5YWejFjP$X z=w3`lDu}PFS42o&cZFqt*R9SrD&(6Gy+M+Gy~8%Z$wg&fF?BV=#HGl^RaaB<1(fjg zy4=QuSSfEs;R5gVHYyh*RCIS5e(QWhvBS>E1&wBCq^?d*J#myZ7G-xJ&ne{$w6@#s zoS=8lz#q3n>0v+&EU)~F`Y&GpqZ*@$y{6gQA4ua>5Fe9!u)8p zxw4*>aq4nlX%93N(yWHCpofslAHc5|d>-JGUum-XEI^hW5z0D{O5lFu$Q)VWCJjN# zSN8pgc(6c5{Z2PdjA_ikc|E3EK%EQ}l6{ew4j7UvrVZeagO32&+jZo)?YsT3{H}t? zmKP>3+>y&PQ4N#jsr6qEC7_oAfYfXvZTK!*w-rARz)5n`q-Dng4`UljcnabIrkbBM0g^c@a# zVT6U0cPga;@RuT!Hb^H|7b(Xe-mmOLF=GpFYc<`B%HJR=Ng(Pl5d|cb_WN@pSP+v= z;y6h1NW4D)f!KT7D*S5SH%svam||Kto(J1g!Nt1%V)-!03HWaH`&f>-?$k3y zvs0jg6an046!OPFF=n(?o>9=xSkUe`1yZ|Uai6p;%LI-PF`rNQJpQ8B)YmbTh$Ey~ zMqX03H^OYDz^MxZfx1y>%M62_!0^(A#SpW&gX;IkLqt#vSdprF`FEF&hH`@%jsfn^ z0~P9DYl$&Q6s_HezZMK z=(;`?613`j7r3;3xeRd$C!dKqfve3F{zxk>VTRTW7#5w9c0Na7SIC3u`O zD6!2BRk)B5tA%-RckBpL!6-4<>)gPPg(?-qJ_Yja(bz^Uo@=qbPZ@Z{Jtv9S$|$ZI zck@qaI%K`WOu)yZM5&W|>9D#u$ni|_piB+lJ&kH+R|234;*$i-$ADr01QjAm++sDB z`W^VZpFE0Gn7(a|W5i-F!0;;yvtS?EqpTpt^Q}5}4qwbpJ+sS(oK-g%0ZL-4NIsnF z1r*Wi1+*P|*E-cT33kzz!j@{m*F&L8h5to9gh8f@gF%L2UB`2q0GE>PX3u{+a9Rj! z;m(NJwGUx?rrYVDsc08**L6&ImZPRgToRKBviZQ3|6NFY*SH@nCSHMwG*HN}ia|_8 z|Elnokz4Hb4X^W93}mnI`ZJjK|BIRaJyOe)*{6fgd{i+fOUz7z1wW)fb$$W8BXrn{ z5`+e+M~@McFLTwo`wi@!4qtTo7sIBn|9;pcd{k2%$+2{N$9CZ(%OX;!K{9KDA02El z(>{4D7gZAcipGBm?^pHpf0tG0)USZ{0p(W~eNiSr>Ku9evx>PA$5*BUJArHsrHZyK zUHbR(0Siv!Q$H{D_Wz+&gc78aC_#ED=k}P_KP5;Lyp~@pij(|vrixgkL-HgkMhwiZ zhtQx}&;K0oF9$_iz}^<968~^}IsE8t&A;!X%>{KSlQ5|`q?9I?id4bpxEjY|+odZS ziC<^F7T+Bys3VSiys>SH=p919zbl&5HO5N?_6SCaw1sOEoGETj~IQXW1W z&(jq|+G@O}rfa~5vWCbi;9}Qv)s5Xm$*%c(h`lBBC|lkPPR22YDRy3~eKNB!uH}rg zYs{Y4`!BWtZiU<2yA{6Pd+a@yQ*4Gg#qxJY!@bb{NiVj4V$aw?-u@5!C)(sShhK!- zZcvF)Rlk1*nqIZVyIuk4_25m)I zEW28yjNz{tnBO?}?|$lDOLRMt1b2A>^OGVb>0^0G&}FdnJQTXJJ5yJ}xa{(-@CZ$AWP-&! z?k(0kVDbg3lf^#7(hNdtF&|p!i^qm!_@sMli6O745{t`R>;ykQi?yp(Jzx-6(Y<>rIL;&dRx%m!d zjC*d9wjY=E)T%Jh?*tiyUs1g0Bze3x{VVip0*>43k9yOk=l{hHME785Z}%X0$8ie2 z`a}yAj_Lf;rvbwFRbTBnv=$ zh+&fR=WDiDx(r+-$wKcPiyl-k0)p)7Lc+_!5xZ zR`f3D+bZh7786jEW}~9*U&F0la_S%B%+Si39(6R`aS#bMKF{gwX;HS(%>O3uP7m~c z$toS?|3%jZzNp{Qb*Ggv<5>Tso8&<#CG_9vj@Dp#+5ZuNe}kMm79}2QRJyf^&u-8*? zp?6m1GATq6E~?O(_Q#X*5V2}NSa|=78XfN6ghlmV7M3j|b;TnNnyx6ktw?QFWJ=XW zb>SdAw*BNPzyI%e`%nD7%G<$MwgV`)UlbX(I|V%7|4Ivfi+~v$j~M9Uk+c~o@oL73 zRY0QkrF<5)V^lF0Z+1s6azVvPi>2M@Ztg{vxl5NSWVNlfvj^1jH&%VwT^A9*J+wbk z!6W#@l2C_gDD&_|A!W|+?N+fJDSqxwm3%)-x@#t{99(v#_?O21Wkc`HDPnBUQQQto zZrp)@IBj%Ndee;Fp8-y6ugD6s{i5<$udS-{Y}*=sdCc>H$oP-y<`)(8i>~_rV3VzO+YnUcrBR0Sh`NufFHklYU3^9s5E2 zXq-8=Tl=_Ek@(nfgh1rdyh)B#WAvC&#q3<{21T781y8L-UXAA6D<*$EH~GnL((iog>$?u(uA5UYJ20kx zyn2yZt@iRf2cNz=wP3||p>Mh8zxV$53KR*qd&+H*84vk_(<21{XMC_2%hIY2*D?M6D(pA5pLjruP_P+G*+ z_{B(q4td~Hk)SXGJAi@DNJ!{&>>K#bR%i;Fio%braP@Q8{S>>M5ws>l{mIr&oiD1= zo>oxZNSZCtZ035oLr8X%sc=kd&tV_mgEdVO&WzG5vp8BE!hG-4_o1r7+I9MmZ@mdk z4Qx!!^cHbr6ec>;rUq%3ZO75rKIqa>D#^*~+fQ53OB|iVi|!U)=pJgq;|{gCEH1|Q z*|089;AaL#M#B5QcXd?Tn7n9+J*RVJ^Il)eLv$r`GKs9QYH_Kpu|b<-eS_kkL@F0u zW$7Ihp?asRc8Ep)L6`q)?uzwv4rkclAwA$2+G3Hxqhc%&BjA&ErvC6*;&r7Hu%9dV z5N_qQU_IUb?{rDFKyBCnegd=&Ryd(W%yE@KzYyh@s|QfCT}TtQTptYcfKtg8E941* z{RAeVUOst$aH(_N3s z%Fc18J#DnK97Zv(fl8`nBvrA6DHKd1V1O}vxdmVB;htr}`=Kf0yh_S0FM zk9u{&Wk$lytV)~27=3M>t6P0~CugVeIJU=67bom3aD+1%gu*3(-u4rPWS#kkB;?SILf^sMa1p)~ zW%!?X1$Bx9|NKEiads?4$?|r_W{g3(bQ;HA)QKLr~dn12?& zWx4{w{v8D?60jDCQ0o1)G3ZK4PQOo>Eq4ph6|F!`KQXaF{|+T&Z^cw8WEBWGw-I{E z&e5L?Bi@I-a3SzRxO)r;no-+3vy7~J-P_Nmepl4F5pY79!TTxy(m{83mv4!wN7efE zCk96Prbb4$(dw4IbK@!zGFDCAPAG(}$E^o4QTN!KgL3_R4Z*O?wBpcA<6bRz@zk=1S=^WM4ZyN%`!P zQTPb&+{^yGUvAU%T(@-ETWNpwC`%e;M;vEx67R_EQNmkC8Egjs(SqE@@LN2V)JhyK z#mRI$#^Y|Tfo?|J^~xofOAuaT4qvg|U57$6bW4^Xr(X`qt|(s1=aQL2_=Ouu<{k9xw|+gluy zF25L+5*nvmZ($d8);iI*@mW;Aw@G%$*>@kWmZfTO-rhg4{YB-AQfpVq8mG*nsWAZZ zyN}F$7r2}^m<%e9W~D#fSgPpMkYIv0(kFXWXh&Q32n4RV&(N_t&OX4tfmaKoCY8Hdj~ znZe6N7&SdS2_9o)sB;tz!)HX!jnk6_IltOaCq)_Ay1=_J_udio6b0eN*kgucbbozf z^!Ba6B1-bL2Z`HRd$Mo#G&_uxRuGuD_4G!(?Lm+449-aaSmPZN$+mlVFvI9=(l=i6 z+O=Eo*&7+^4&Brt+--5%O+oADe&1uFW&L#b%t#6O9ND^Z>67ap#@5?EeFJ=H z0I+0Fck8`qCa_{KGRKykMRzW(5oYb_J~UaM%*1``tee-N8$6M{-QN#Jw$HN&5}KX> z5KSaCq|xNJ26Z0cyo@#ze^6@B*?|p+pHQ= zWChyAX3v^~UbHvZyVn7CG%FeOB}U(svKXy_9lgO0^d$eMjYqs%^Zx5(K00Uig~&A~ zmRKxyKaygILBl-+UaiHjE#v9U3`$QmvVdd4WDQ!+60Y!m0zM3t1h4^wE3o%425()f zGlkowvLdFUQSh^Km!oj_v(}kDTHw`%3i$VSCkGQ68M6TDNXsB03OG#|(w1=<1iIaJ z`;bxKVt79SHc=e36YKCi*;gdHT~CkDexGi_jh4R7Df^}}um+hGe*p*rM%oP&Y=@&#%b*f2_R)SXJBh2TCJI zC?&15bPEU=NFyLAC0&w&bR!*`?vw@vq(d5{Qw5|$S~>+mcynzy_nv$1x$oZZ|K8G% zkG)wj*PLUH`5V76<`{_*7W7b4yYJ1-b9z`TFHH7fBx9hVEf+WRZOPGH;?H-gf?qnC z+xG7U{g-iXmhoJ4DJ8=lY#T~bJXy$74inBnLPP5?F2ivUKM}L5clpH&V7DIwZ5yLqXaWDN!4gZ)&Ggr6R)TG8T$gw z8)%?_OIz+}On)CH_>E?ZDORPBN!6VBP;B~J`c%*=Yn=Krnr3ID%r}aRj$lG@sIW3C zv#M5V-YVkOuf3>ALk%+JT;4Bn_IMA~gF%@_4zaCT>bk)VhDmv@hrG6|Wh~a&k*=1O z+12!4lAkiObvaU(w5X2uR0J7nC`wZK#XO9$wT*WVmVd`%Cx?lMjLbZIu$rGC-rju^ z5t*C5<70Qk`On)Wp2wa#O?nrbu19URcDd3!IYP!&SX#?(+&bAj5YJ`=VaEP``A*7!SPQV@&V59Q(7OLwDHw>>TQrUGSg zG^myWwm+Oo-z-rjE|J=KvM7R0Hgucp4j&?NZ->5{z2ml__8%e#x?oCo zXay8xAsmVFu*EZERMG4%EP3%VFZdIdPH)cc%vdevZTun(!$wySHSUg<#Y+){5JRtebC{bD2qvBZe zP5f>N&o7cRGF4xag{i(%)6nqk^ow+F4x;&kdTLZl58bYN48}NZ2?7Im zGHAwh=D({gGRrX&0IHA6;?^lB%%~lH>9edf^k4%eo(<-bf&-8*U+H6}f8NR(NXvim zEp-?#Pb4ed^qDVk@DKxyI1QNJ!LM z7Mj(6QrAYc7jrNU=N}8JWKb*kQqhFWEt8X|3*iqI-UFq&1Q&G4K?!M7qlXdTW!G|J zZa;{qvzC@z3nmDU1r=_QUDeZ+kwBUEjb?J*uzR*hKuO}2Wz(R#7()G^ca-Q3lAO;# zzh{W|_k4EIosvfz9UwecM=={i!*v}^Qq-0!Z@0&~Ws_87y+`fFvgb@JbdB6sg%Ztr zKu&IO2B&pLtiErBvrpfFFl2}2lbDCAF!uW1mtGE``?C*7VLjI&^gJ^?ISUy(zSi+) zwkM}64}0D>)g{gjNVh-FsGnleA{w_P_5bOq&8}LiW>Wr~lUel^rzWceoyQ;8`8|0I zgq?Y@R(%4S{P&@1wD*KJ#A_Q%>*KMG*Pp}!A>}7|CCj@&1*XuDl;ZNE{_U z;}3XV{SKIOzf_>)+tSeqs^H-VRda>Tx=d%!w)I4A{}6t2CE>~0rE!QrwoO`eLL3&R zEOt58GD+33)#eb<;>L!kci(eS) zTU<7w13U6h=&!BOre=0%ntK%2 zXU*P%8C@~qGG?a4oGbe+ozkuqy`7TH|4yqNT&+V{d#$(A ztYD5m!{F@9{3KnI*7>=R;?+7-aLg1FulXOjnNRE{oE|vQB`ijurXT`;AA4y0mz=F)(hBejGN2R>|OkDfev;_8j8 z^G*N_8@q_C;JX9!>O*5e4bu$2IEgQpctufQZ6sI9rsivr8op&sqvy!6J4z22p5!H%U7 zI6J!pn1`h$)%minxUU@b7yB-y!R_~xh23~O1ekVv)kD+UXjx>`m+tt9dGML7_8x)) zcqJvjJFG^NEelh@!Z4+>(-f{qY%-_uzU_rset{fzCn^?J-|^1v!=;<|LZNj5OpO@# zaMvl_cq0@v)t`utHD6r%zCMfI-|TkG%jm#J^`8I=#?Nn)&moJts8sP~^-aFyzCl#L zA{Jw7DcRJ33athC^B2btfxKAV9Vs+cgx@qjBlp6LseZjFdFaIjsBj2s9C{e={rGiH zwSWQne8TG901&$d)Njh)h&%9U2fnLmNbj9l`9~u{r;xr5jJm-D~=(BNZZin z{TFwu$i1SGCifsXc8aYEN;^KwTK{0a;NkP5OO4E2w;O`edf&$F9a4+*s9=>+4$)!Y zn|Uc`#WdwTw0qrea_vBkR*O5_9idd^*MzDm=zKJ;+wyUhEp95Oe8YZu3oIqkeYD)& zU07M^7Vf(_XQ-auedBj%xQVg+Y0U_wGrPLFY!hwr@8m^;I*Zv6U#uA!9LMvHv!$(P zgQW2Qg|72O-U07xDg>}PiijxDh!Zpym2P94*(R|T8`K1TwQ!HVHE$3(*fytU_&=#A zhLy?a&-wK`0ePAW)4v;vR<=E*j~%+%us8i$zl@S*$p0{5lwL-8mgW>4~FsO(mt>N6RQ^XmV&%OU-7) zzvh`Hc#r?N(7K!5Dyann-sB?GB|hpAKRx+zvoDzUyQ&JNvx0bBBq$wNLs(9&g)Bn| zhA4+U;@t|C13TvZIm%B%1T?|0esP5?B?FjRsVWOII?H{fC$K;&<#7aH(}cQKJZ_qi z7k6NI=j~rv&EZ7iN07de=wWDBZE7#MsIxxQSMCOl|J0AO`#Rwk-c;sa_PVA}dEMTc zydp+1G?Wpny>-JmFA-e=6e@3jC6O|9;dnlf{j4qiojvwFE-q%P>>O4@L&Nbl$@Rs% zp~;TK&=SppN5CwwxfpjJt^Xo6jy&(r#8tIc)h5X5FVw(;p^ ztLSlp)(rc6Jy3cVQ__)MyK3R_pY>x2^|q^w?9ch`v)dHKh65 zJ8v2h%MDaBWGOh$}*Equz7mkXsG{Hmwd8W7~@9R(_7SP6v>*W z=X9}hs81O3XFu-u_;TWh0a9vlWjzWQA!k;~ZGjI0kC}}qK(Wr&)=}T-e6b-lR#dG) zL9|eAfJ8^;l76(&z}J|W1TkJ9A}RXs)Qd_-hJx&vYR4`BlHZfGBuA0cMGPc0%l<6- zLdI$ANQ*1Yp{oA1CnWy{sgyW07dwY|Mvky$QFu;Y)_7X&Xmg!XuB(tN)sr)Tl|U5}_bNoOrWoB!23t zw24MEk@>sdk(3d2HlAZd+>mr~NV!#{eyKMvk=RsVc;Hn>78zP;Hqv1DGLF=280Sq= zyA%-oYjzWOm=a1K9;@zaYb{08oWQ^eTC(B-;Jl{GG6JslIyMZc;A1EcY;IoER zzVp3qsl>*|@q@^0*zQ812e_sg9~5x)=0C5wUp$~T`AjuFy-yErBIU0tb6H#~kpfF3 z6A5}~kq6lf?P+)1^W+vQStWzd&lU;+-O1 z`xppx$wsCmiVHg-s`q#`qL@gQC)BuYn}xWcKEdYIRx%ZaTcM^)rtGE`2}b2ug#t|J zN^R?bL}hPV;!cXp<3N#K@|JSI$%zZJ>5*CZSjP32x%kU0Hx#Oc6DVZ4=?a_~0xF5j z;$h;59^1yv-D@PZ)6SjrPsB$9zx^`K?GKJWL!3ltje68vF_twPm|Mw5Y)E2MGEl01 z6kWuw68$ddR(6N_^Pec{DwG|2Tw`4uwOMakQ;wMusc2-3hgaJY3C-*p0gFeVsOTP^ z5QhwwH&~(fW-Q7u#|xzRQZ%%xbRicpFw8pz!DP^k)8qa3xCP4d**k@M98RwtY+a5V zZuql*H+m4RM^ye^&DVsAZEte@rCPl2U-eV;KT(V4Ww^o>AjbVWK->_lUivX`-0WXK zF);*+-?h{M71diy*#>EmBeFV$TOUj1EQI{h7uj52By928e@MINT`w7>syOA8 z<0M93c#HfV*&Opgq{8@6j~sgDVupQprE1aQC>e_oc)VltvVgWpv|(T za$QKY%`_rwGHcSHFvp~69PjmP4EeoS@L$$QXEYFAQzmr@w9 znU*Hk)fF6Pd9Mm@l*XNvB_2(!&Q~|{#(&YXw{}ve2eh<#{#UXHuN14T`{c;*AEwTQ z)1OQo^TE9za6juFh-TQceg8_`u=geL%!PAKu?0taLf@^5$y5;7^| zd6Z&&wp~;bp3hryb@#Ji)wee#)_0N|5DD)KRK$0^T>s2IH_Az3ru3RdTk-#Q*kKg|r`0x#P2v{tQhrEp>o@C)hn>+U*BL2$C^iN__)*>|r z6IXc4bX9$gq>OMgHKtRD&dsgS{cM_X-bN(P*Ab#S^zI}p}y@JHI25Eovg8BsPUP^iz#Di~lm&BY3Vf0a?Fnpeb?LYCi6aH!=BV$~l2D%?TkLC#4Bp#@Yesl0;xiJtGC99u0zw%J z>nv|BiBt&vg>qZ%m_O*xq^b7ek*j0hVe~^9ws8HdN>CA zs0TX~^k#;WufJ2R=#H=h+` zG-%!cIu{@%O5Y@@%G?t@%ki#U^;th}y}U6-Lv(ytMbT70KU4lSrmoE3&$m=UdCEL| zalF_=h|x`Sgru!>OwAHpl&pU^8~xnMFV)5N(c{1xK1RV@$syTPMdvD;6hupI$?_-d z3>T9%B$|{2nlxF6P`+J>ie_IKXwUncII2`-EWx3nES|2md43Pz&K)9fSC%cU5 z#stwH!wB=>jsN}r|7bu-0SyS^@^(#?wU67r7VU1ed>-BZ`H;@7ZZW=h_O=V_hx09C z4?$+nW)Lh?{U3vcf^@C|VSAW5??QpF*!!n+ExI?|s@-mv(BS}%d?G(0?!@F0!=6 z`2bENIi!S|g}3NO-{k$~%$P&mLiEAgJLm&95cr5Qd1wWn5borpA8mOC91s{EnYjLB z;0n+k6qGX{UqsmTCbc|Fa~KqrRfrCM{`l232gV=}DYmjzGuAu3nagUAGmziCeXZF%VOQ9JQ-X};^V^i_ z$LYk|u6K5ZhTDmXp61e}_!>A!-oH(OUC*b?+@1Jx@gND&3X_WF^*#TV?1UK6#_Kd% z`?YSx?S322U_{tW)>MjZYt%IRDP7WxhFfW{6IQY|h4HkmdU8ka&^`sac|9yFxEqBL z!$U?z9ofR3G0DAF#7;Rja~Y^gcIOV zW0%BA!wJ*>RScw#0I|Y&M0}~GST~0{k}!eJO-1#z^d~i$%WdH$Y+FdxmPIH>u&4}j z3cs<70-%{!3Te1V0)%Pm0?CcvqU*XgQ?8B&KZ{O4;GW$~v|a|q9Tk=yQ*~EF(1c5y zWTF8i8m-!4V@`2AcwfT(5rYGHBn%Zzl?))7Iz|s0_r6;k5&-&!k!mnl!49X(FiFIz zopmgKv{S_jMQ7rn%1s4I`(Y)NZV77?GX#)RV1?C^SqeMDUVmYZ@+!QRILOaWn%6*M zQ)b+uF~@s4R3H8$-`X`R&yukhku>S&k~_(bg*zjRk{igU%>>uPL?UMbkp;hJ+Hl}> zv~0Rrp^<8=5NIf{bu)XNh@P_fR_)24VhA@~~iF%F5#cD?&orazf_u;=Hh_HayE^^v2P5CUVaI4M3}w(7V(TyT zdr6imve+e=qGmkR#f+H#HDp2+kP`FNUtma%k6q+0khBG~%+65zpVP9R?{iHZRV)=f zmjI^Fs}-xGCw23kG^d|Ec)~4cok%-GR{fS2`zm%FOufl%iS_-}wqmMad^{EM;uXBj zl6pW0dI%1)f;c(p#h=gUSMb@)rm^V6 zZAv~2`iy?ZEXb+j@p5-dR;u6NCQ)MIy{{g2&p&SB*hf7HbD10(`a*OiB45e|3Y{L2 zk*G`gTG)_TRR;471d4P~vzJ*I+}S{ymmBoI?qH_q+*<$YxFN zEej32MSjJV2T2vi@tC9z?^4ZJe>mEHUyPuM5HOg-Q2hKzE|!-?bCcGvJ%aHDevYjz zi>8s@Mfcwr%eh83RGo?I1q20zT?McGT{KLuIs0Fv?$w`tN3(Ynw0}?cpE;;XH~x+9 z=xc*FL3CBxd6{)2Aip_`h0uzAA1-=gNlC6o{`Sq&_8R zTiHLpU6VC8tNmhAW8H!BRZr>6uUj~l5(~IkEK3keB)eQR`(rBcrdj@45Hc_0@G}E$ zGKj$aBny^mdKLEXqVYZ|_cxkZ>kZ5cZ{waN3~Gcs4pesv&I(%!%dNg#e*w9TfaAzY zpO49f>~#@PiOtD}5x_ENaQ`8^F#D3j5rw7kw~ZUVWf9tYMB;?W8wdHNqF6qXs4P?u zf9O%Sq;qnf(`zH(foADyYHNxQbDyUK5ruAEvnU|*#FvL5r{@Qe7Z_QH2}0;0{iY)f z@)13OMZ3pcgQMwvOW1Hu?w9z%P5OhqTDTtzG>AT|=HBR;B-+^_WgUd_09~oXSZ{si z&1w%vA!he21c&>77*|~ zBZ?eJ>bT1@i(o0gUXpr?Yf3#3cc`0^4B;6?DwABOuW1==-u>aM*-Z4xbB02Aew;%s z`Rtuxe}1B?dNYTl|7b4Rn>{)%fCo9PI=fc=z1K#)%NQ#}ed&Ny)T2DA0YotN81)~uty0BgOY@EZpV-6&x--PqqEpIw@ zK-*c=O61mQP#(Mk5j%jG7XQC9Sz&M)23-3ZoNEs_g>&t@o0&QYKPkel!pip;z?$&p zKhqsZaaUY>YmWjZ#I--k1wjJO(}ca?P|3z00u2oRM zns(9Asyb;;Bq-4Zo3SaxaCwLCPS-MZ7g8`6CmNJ8Du`(qg<3p?I%eTBB16>2uVyll z8;=D{9zrJ6H2$#i(Dw=kHB%A<;<2LpTOwcONZ2`63zTRw5(rV1MCd-IO2FWB@D8zy z0Mm1M9W`t?W)ype(^UDE(I`8X#*P0r+dPI8URtDa5eykQdwdQ<`4m49nd=Kzn$obe zoFU>ZpqW|wW%d;jxO}_|olSn6u<)(B9#+v9p7t&14qprE5<#4`zCPx5FCADP{@%>@ z7`Gbk(9qO<^$YFOAcYi9g*S^R;Rp0pOU&ff+!97CA1hjkkkG;>FS8>f?Tupjg-_xH z_yR)v`bk~_hublQYmLA;P z6Sr341lD(<$Ed6g%O^Fs-x_qfa>n1`lMAx{7N!+d0(LnJfbB#ke{2K$xuXklZ(NNp z4zACg6MI~3COW|f%uUN*11JB<+#voDYM{4t7tX3ujYE!~5lV)EG?;fe z2YSrE=g)X~tE^I(UE3ube&vOf7ih@`DYlQ8(7z7#E+qnHD~~Cr*azP32}Af}5?4#r z^d~FjR=(x=C`8X96WEpKN%|sa7rkn@AR~A5M)$)0u_6iw$Hik97m6A&6b=ME_womi z`-pi`BUo9cH;pa&YV{*s1^F)tV6O96l=`9k@xH z;LSZ?TSz|XPj0S+VE#ME7pM-O6eCsT^|Pumz>JrLx{PF-QX^as=0@ZdL7M&9fb>-H>_4d-(F`cr2pZ?k8>YJ$dh3BvzlL{xL;dT zd|4%OI{MYEjyiq2x%|&^-{hWSa&oe8Wto)#U5%Dn2z=Z9B`Qdz=it!FTpzh1YD>rS8-o{ zv2B-eUsO=sm)E6l0zQirZjOyn1Q`!VGVH&GRI4{L^0#3Q%IyR%xu*zMQAY<~c~&`A zIl#)#>_O1hOhheE_42)=OpZi$82)`~mENe1cIc1|u2V266^IW4of#T>cKxR>mOWXw zeWm_od=?W8&~TvmEV-?PPEHlE%$L;s?nV7N}D<<3sA%YZJVykb) zT&mKFOxANa4~bG&88#8?J{zqBx&0=+kZ>m(gtl&-Z&?a0_|9~cU!p4T^EBb-g-h{b zQ<{X7&&1dr2(=dxOJ z9;3{nhgGgMz9ZKCmPn9s1E{N;W>`ME+h32(>q%U@Yvemk@=KY=5SZooEB09g2=h}{ z^zO0VWxjpZ>`24%UmvVX*3U`Jd?tNiT4VLagAt@X?>2J(` zY?40%ffD@r`@5Nzcm7hd{&KG8{+^?~5veV+Yh z>f5}V;n*GCCXuxVXd1(0tIuxS@SsI4hp72LJ7YgmZCM**;?SmDzVosyDNZbrY)bu* zQLP+yUm?j=zleaVHKe2@-1*1bQqr}O$md#gSF;avsBcbjpnbFdnuZyr&kYeAQEUTC0pW4%~5UbWGdyFa}CP3&bUvvN>rT4#$L{ z>&sW)7PhQ=edkFA8}tzuCR2eg4b#W0tSB9N#5#>E~zp z&>;&=fxF$s-~kCV#>B)m+;d42j-4IpH+dHvQg(0cdU=b*GG$@%et+1>toF>nHTZgm zHf;q89dh?u&R4Gurpap)ADBujpAf2bMbTsXPz?1JeCsWx0$NavaKV}w-u$-q-f9rW zM`Yn?{lj7Z$TsJLR3hy`QjEc+r3g&3PM#jv$TP@N1V_{L;(|*48BRoZR8Qe|13?q( z6yxh1EjS$e&CQG!T(+X33%dJBL?FyQ>R#CdMl(xgNoTJN=JzM)#xrqn7oil}PgSSq zwf4#no={L9bDU$pVZC4a_T*(j*<c{9J~>8k$1%Jw zEtu~pt(y-u_tDn6*p~S?&Yiq1nrjBk!%-1j5u0vGx_h$TeKK%e9d{D{YHBa=B# z*g|4oUwat0A@vQ>^vhRYpX7g85h23W6goo+6Ik6VGNRGbIof&av$is5DKl6>7f5J7 zZHX7mswtpo{Ulz!@Qrca{n8(P3$t|3PriTZmXl_e+qmgaZaF-rVU>H=T7`dlGc$>j zttYtiZTkDNkM=_;G4M$2J=gLtoi-8d9%LzYJx)&_espbYI87y^U|1A)boHIS`;jNw z!!a3?b#tQ675IP@9(+Wv!twatiWj%%!zst7V}}N=%O8Sm(JzYsbb&6|;H~WbNoqq5 zt~h<6{IyL?eV6#)waTa-qSVc@uQTKi3FtP-gE5O%wMA6znk2?x-zPkjY>E=IXW8~0 zhopH4{o{W7iu67XFCp`b^AUGAeyoJp-(1a@KygpCpVGmG{G$+aa%>!i%t=PQ6rY7X zT1w9{50&RbDnimdA788!J#eAr`?lPw5j`6JiWj3R`5|U5HFrI=$O!#M+k8dV6~GBa z-?MVTZ#0v6FIp_Vz#p0g9-0lB1AZ0^alNFis4(Zg?WiD&duz$M2!@&TakNF=B_4V# zj7g`0^76Ii@NBa>gDbenmI`ek+&ajb={-GAi| zyrpy{<0^D~$Z)V_@`3HJ%G?YOTY*|kX12!ab}(k9$n3)aU7CqNVf91`+y|o`rw@A` z2Y=`^-A7nIpgr$SY1rRv*tSwXHpD5!MaemA3E1-ST%V+V5F`p46tg^W0JhP-RHEAf|_~XTE&s!VjrNheSMxQPs zRozK$jym3{`%Teh<>pmZnx1?R&t5RDCX4$-x!vH7c#uNooBTUWLSG(D2Hw*j>~_$9 zKl*@iGitBxwe4xHXfk@j3$vyqOl$QG2D{$x2vu2Qa&C0z?~6=NtJl6Feiu{#3SU_?m)>U13=JUFKP&3WQ04 zO}xxIvAPk`tU?;67l$)!@MltN2QhwLMl_C}_>kMGNfhmCrB2@FKv1W^X5Qg;n~!kR zI~jX)fx^~>K_bEBfbuc#6ZU68SkyjUL*L#Sa!-WbGcX_OF1$diJR2&KuPz!QR%3}s z@}t+dPr`dhM!=19%-&tFv-RCZ#PODS5O^%h=IGr;Ca?+0c zx_a;Bb71X9%FP!J@*TBCb4g#mvw^KSnc}Tcd|sY)>@Po58+_m^Ut*$kb}i|Lo41g?A*Dj7R&7sdkGyDbtsYaKlVN22MC8;-z0Fk1Lpd|$e`d8_H!S83jG z=PsuUH`j~0CmjpEI3(Kua3j=3zBViTiH@ZuD^c*G+X?LYQ&gbQLwqQn?DC;MD67<) z$T?q%k*OEA)$V$$9rtjyz8v#&&48}u#%~KliR5j5_ARG@L|s~MpGnH3~O)k`_R6ZN#4b)a!SsYjN3uE4c_)K zk^96e>1bdKoiyA+5zIiwDl`|76&z7^s&Zz}DDOWlDWPb#T1+8bKjl@r07B=DKczM5 zM7Htmv4L>A4_g>A?@|5;2$|O>omDZK+4i^>`N)sb%y+3uB4oKMs1o60^o>uHksK|S zQAxaVkt_rbRL2q2wB>;wWq~XYul2~~U4y-`vMqZ;u0*m8I zro7Jzj}+C?ib?Y2Y&Hg#5n=v`CNE){9@&p)+Au6B4}Fz)r$y1Piz2t}T62q8`4n+6wQ85S zx>{aIBjHPw(cXQ2u3y*aSNEWs(%13>dKadRu|7}5S#$F5@746cH#VZ-ajgAx|L1Qb z>s0H-foMx^!#w_&?T;8As47m6?|la;_gb?%>P20zX^JLV zaku3roOLc?Z>B(bUOzy>aP9{vm3d+>x-GVI?YPIQdE!xV+1`TD6=OagENnO1JE}?r zOH0S^n!T$|2(ML9vpkXV;A(%_PGVMg(~M_TW1Up-=?uoq3}=6leE?Fi7og^tMuXq| zFnREH}h<2Jf3^zvu$HEsZls|u@50XCHI9^k_OjWck)9`jX$xkd?y_LkC!iepwv*7Iu^lZVyc zb&?9j%i2@fi4V@sET;7(Q2G$_RuccWm?x(chGB3lHB#}IwQKP2T(yl`r&3gY@~^Jb zjr+t+_%xh!PX}5)tbZb!9FueogkP4w4x<6X1Q&#z7>&VtVmq*iURk&3q-NPzk=4+b zSAxJ|(3D2y&v=vZGsFz%Vud;4sxgF0y}`D=i^JOyKNC);3xSD@+$K@6!oVl7oa)42 zmLGYG4ueFUOiZ8PEQh+_nmXRoB7OpEG0)GpNou=yX1`&v=ii}mq|4`LZC0+DmjY_= z<@=c1Gr=V$(vmhrw*bw}FeHtD=D^_vr@xX6hn0`T8yb9P@~eS+Vv=h^9M#5vZ!fvF zHWAw7W7TCr0cW5Nh8mTH&_bgva9GmDMw@%^h=NJY%t~g$6W>C6%L7?0YLL7r781pjS^C2=i><%&ufRJZ#1ea&dVMe4+e1sa~a(LfmY+(XFK#xonhy7Ntm-Y ztJ8-Bze5J5rvG$)jm7e)u7MvB$E&irq`pyTm#9)u66W;;A79LbCzk@uq>Gcx^#YYh>r7?!fs6Oax+}M zv*uggl`u7j3wFO@1zi7^C_6#h92QoYkgDOXkcsIp(Vy;eVpb1Jido`BM7<5wjceEZ ztaEVdRsMRP0=FD zbO7-^sas=dLqNX3t7(nbm&0>mTn32^EP6}GNMLEqC$WnNT7&Mw3l=HNW{<-hHB=5!1qm*PSFy4yh$)o@cd^x0h1t!=}%V_Ul42fK4?Tcw- zDv`KH@ka0M`TD7_tStJH^09R4g0FUgl8kIn$mGi{@v4T}G;&)@oQY>Ne0n~YteEf- zw@UaMt*1CkH+-~X+UK3C5AAPF4%)_6?nieAr!+RBWe^fec;c_hH7Ftb&x33txbnwDjZiu-Uu!5;6NB6J zStxZIT-tMww>Bi&vI8?1P&T~{itC?VN!498 z8)Rnz+4n4Cnl0{t+gUy=;w->`-tr}lC&*n=dR`W52qoA1=hH7Q_z{13!RJ0srfAR) z0eKZvk1(rqpq{B`l~`iggwpdBq+momhQ1;wmX->FGV#eXN_n9`IpgxGqLM7I!6PeU z&-8@Bx$}(oXs?6MLi3YQ?m_&z)aF0|z0#z5z5 zf~-1!$k-o4F=HVCL`^8n3$O*zI}813dyL>dKTDk^u{2C(HfmS;(;xwx+2~e>kA=h# zt#dLZ=(1h(zY*lWJY=QYGF;B3rrVTM78(;FA*)OsE0GUf%OD#aexsi?^i`1ult3&5 zO5yl5Lu~)ufUM3)?Y2rPT&zdB*PuZykf^k?!a#XGEmzN z1Al5v5MPS;|1f+0+!)ZBKPv&}4|IqqPVci48N589skVQ9i^uwCYOX&mU}ghk#X*bv z#qg>@jRIuP;ZD-_e7Oq-_eyj8Q&s%G&S#}!sGU<+v)nb407}S+--rQHCLz^(E8hnX zZQCCZtz6z*`n1zKRp@^sKcl@BT0ov^;7aN*WBZ2y{h?QW zo;OJCK{wGp&C0V7^KyeU*$S(D{WV04#=QjeXk;+!Y6v2enrOWc=8?gy3m1O8f1l_j zBut6oD){i{_q%IC@3EzM$m2QJeIbrNXf?!KrUn{8K;|NL)uSnpBwni3e|8SiwO1EU zx?1<26;{46VedLc32cOS2qL?P7k!`(Xbi*0d_`7OFs#*Mmm|fHT^}s@;Tq5o#GB5CkLP{6NTrG|Qt#JqIF zyj(~45b=nilgR|qx*#?9bVQZuQY~tpmv}(EsZfhSL{RIL&%pN6bHA~?^2&IwxBoQXBAmW|6fIqB{M^@lwBjOoX6 zczfmXR$c(gTE_4%f&}?^o10^v5!CcE1=&yY?+U+th-MXO# zKAc1(+QHHlNZSjyt9k1X0Lf4I>EGdi6#iIfS=w+ImoB^1bC)98Kz#y95_|VdvV|Cg z3Fc06{WPVa@z*!W{QsWJ6v7dIY&vzV`%jy?at8j_eaK;=@LZ-6P%cv?pw`fq{jY8N znb?0`Gd!OENE9hEnM$#W44P!QOBXdM`Gg#04|L8wR)7sV`Mh+nat<7aqMvr>SZ=I8n2g6Ms7QVy+bm&OX3T4J{2#~P=2I0&6n*VG{_GOyg zwQhJuFu_gO2BRmrEb6 z;pWLBBFLqafP>HpNqHXf(Bq_Gb8~1F5ul^_qXQuQ`Ty1-@U)=}!cy|kn>u}oK7f=J zc$>={qW}DS^>#tJklT?3&~< zs|lf3OzHT?tNrzA=s6!vcs%NjaA%MS1qm2LZb?b}s)=6*n zdI(6JtR`hb$Pbqtrr#Sxr3p>4!62$XB;p@!yXy9<&%dJ6QWiMjd2in_{Oh0U1D^uj z0FHHOhX^eAG9%QU`IioaBnMrTZ^(^A8#SABXs)`37WQ+(!h_*9^Ptk+_A2r+y9Eo)$bHOCye!A?NFc=>8}YYxDmq_J0=h z{d&rz#Pyp+t@56-ZojTW_zb=5SPg!o+g(vEkTmU(+k@nv;P|JE{zHf%;09#)AD^#! z5{n}(Pa4X8JrezwzWuAfL1MldeFc!~v><>?nHHTiV-*&+=vW)(9uKt%>nXa|6KGa` zwRyC^d5<1gU_hccuXN1d^&awMNUsC2z7Eg7EdP4&Ux$#dxhouc1E(!icyAS?rS#A7 zo!vJ_h3*6n`NPGT=);hJykA#|ot@q>K)L_{$?bvsMQGNLXQ@VL?q>q^LZYVP3!M*> zv%81);o$`w4cIso@LS*_^gE&_^1%B}Xzkl&diH3K9G(C0&D!%{5cUA=_JE@gpgfqb zQl?8a!A0#)-<)iPoP|RQBVdIhnFvxflxg}p|8@fz1Vo{?32)%%)gULyx8Oy@z&kfb z!VB**X}G+ex4-K3&82_a&DtC7nbP<`_~hI8f8DVhul27xf@aSD6#D=Fmp$e^g7dXr z!EJ7y?pa}y@cVXCv!}I9Rx}WBnxFso9{RU$q?%@mb%jZ;tRwg!jC`<#FH5-czbfJD z(oVL{8ZgQs3Ha+b^1ossFb9ro9k><^VEBy(<*q;TJle|7u{W7U-g)l4o6CBat=c@b zXhwzX*^Qfrat)I97QNE=Qu@Dt31VWdi14FVomV;+*RON;_bvW5GFIem_PMNRbzZ~* zI~t$(EW~cYnENvA1Ca^^u6<=_%jaVYTP_kEBOlZE#3{xLQVyJf^LiiO$1w)S%;w#% zqK+N;YC-vaizb!d`Z+u72~xKzh-;txmA7j_W5}WWH0OK&!~=e z809$bXn_MWYmWFl=DPib^H-j2?cS7W7!l_YoNHO=xl`)tw~)qfc{jR0l;-+|mA_As z8(chjnDgYWR>6fRW48*=uQe83n_L@H{hO-aJ%|=s$v-XDR@@a*x7loBRH{>yl5@z0 zOwE;R{O`%=6~{EKSz)}`f60$o4-+eulkvTN=6=TNLS~iwF?{U{rw$E!#G23Ow&QAg z+U)E*l~2)hYK*$@ZM&>4^@A{d|EQi>_#!@oLqX>FE}ua2a=1sX?-vWhkf{57;VHgc zH~Y?4=N=@&JLZL}-@Wc93IAH&;LDC#lfFM);MojA*ntk zR}Ww6Sy5?#HHQ`qi0~&ByS(@H)3n8rpPle!@mOdoOXTn^GqjMD(mM_n9!4K^O*lNV zTO8lm^RKGslD}@iin)oS@b`^xtKYeA|08{a`Ufq|?LDDC)Y}-33_>WuYH-HbetYfr z$$jD4d3wTw@i*$&H==h9_j_&~5Rmm{mfQ-HXCD}HtT>-PhmS1S7Qb#oM9-4Kd*g1# zaIAz|_DwFy*!{!mz+pz+k}qy9me!q}mwk`ck362}f3WMz%K{ax<|W_u-a9xe*{wpS zbB|+Lp}U%YW&P!VIKB2+s(uD$i3Nd)xi_jq{ zUwhd8JZ7wW9J=_K6ECOLbcEdX`~O1wh{4nPd`G9IGo>PlH8VB<4a^S)l4lq=kO-Xi!@m)(X!!Fr>Y<0ty^W+(;-Hfx+rIQ7_8 zgR@iS=y-Y9$9U=5>MqY)mdYEA7w3MuSGOe2yYhQ($9J1Io-K`^p1*2p{!y~v!T0s- z?iUyQ)0w$(!lnXMnU_)5?D?LqlZ&5k3)2*ifB1c&Qt75UtyK$Z_G#(4m!4kqP-&yb z=`@>Ut9?d)WY@X3br}iLB+c`7p^M;5oO9NkRh)#!s`T|egs2bOW2{3*Sz*Mk8;C{(UfBe;!|x`eW+4 za8K1n8_osp*a8O6$mf>d-^p8_f3P{IvGCIAJ8^&B-#lEOE0~rtKBHxB`R12nS7tXG zOfor}U1zJ|zq#|Q-tbQ6gif9CrlZc9nr?1~fBe6(YFDso-kMYU{@|;ck{eC~&1s+Y z`!FGz_Ae6sSuRTHCq{x6!5UD(sd>Lr`k_PRh3J0en&JW+WZ3mv4yi94z*stry2bv- z)iw2LGXf6ru_}6)4VXBrCAHS>tJ_1kv|X)q@i*N^2`kFJAaA6YJ=EwL+@xJC2wiAM zVwmu#%%V5>XQII`2bx=(6vCyVnJ${u#`eYkC(o=?_##Q85?|sh-=Y2}#B&S>J%!y= z^e`;iHWKdL;+(D|E;w zJEW6nlx(JLh5o6116_`z|A;%`J5~G5^J?9vOnK+D<~jK%1Rw3{kUa`|4E>t$rS`4$ zwOK7#pW@xx-yh6_TO#}w9Y3$HIfI@6ksMzXUt_e8`nICWX+`v^lITE<(~8wb&9#fc zX*(_-Q1$_hpPcpC4~qg zB%fhd!5rCbC^y^&4aPXE)i1&ZM{t-ZjiY|};xV^d>@x3_#(wUlHP%9BhmFiQ@YK8W0D--|Q`48*Zd;4u57 zbfh?%g2U{Y|AZwC4beaFbMt09+IWdIcHrR49}*jJQ5KKm%%9W>)hiqoU=334&OaeO zx+I8q)xs0PZ!+lizuMQQa`7WF)48{fY!b0?p8;4Uq|kF%o6n1?C<**`pytr z`v^@I1;6cHNsBRz-stCG*_Ip(zmHn9TJF|7^zBWDn~x-?;;;VV&_qa@jtCynKIjGd zOAdTh$JP+lW9LP*Gg|Utm_xW&K2|&S_p?EkvzVO0Mqr+o*Ma-Zn6}lTJeEV+e>wYO(O-lHy zDa*O68Pk)SAMns{dF2HOSKxXNcw*_1x^!YsBf*~TWA9M-{@n>;7_o!yq-=5gAULg$ z^xIqdC#Wp)B8B~izQ6jYrA8*_{uIaY>9>MVaEg$$UH%PA zsqV_#`hR9IMei`G=1S)Vz>FnvV7qnnaEOwran9cT7n#v8UZ6R8KxNW7VW)+4}SqQWMuBK)3*G-jaO(mR}P&2f(5hQBT?Vssos36C{@E)dU2l+E`Vk3C`t^^a@;!>8Q#Yg zw#x^6oQ)nWh?$;s?)NDRr?r0KUsOmA^UQm)9>-UaH>fElh=vNdtgd~x^}eAuaap1eeW7M1uqjWaE{(>pS*R6>)o~XJ?&j(nG)Reh~by ze5AyDag01e-zT2gf$g4GaMi;3F8=insPijTtaixx_9(7K9 z_5LP&gKNNyv{$orFI_^bV&EGg`R!%(B}q{FcV{$+3K*B3(a4cTFVvL-31L4?Cv&{5 zDPMWq4h%AFmzT|p7}Q??=rd{mFr(yxkJvX{AJl#kg$ZW5#!a!R5oqx;MrtX=`6eNJ z%ar@}+h?MWIFwhyTq{wB z!>-DlnH^*inGI_-X&E2*u6YF+1Aoukq9gH=XfVd5EjtO2h#ds+4MxS=d#gfiYeU4_ z>^;p`ao!(}b07%OcdF!FmtAXcp!zx@cgZF32jc|nZx55?l$jj!Q}Hvc+OUqiyL$$_ zcUeW7Ja5Xhg0on9_KkJg{?-~`XSU1VVeiJ{`8*)V0F3kpHd2?<=J${;1Mc{lH2Nlc zC%^~Ek6Vav*(2*Ul&5>W!dmj~X1o@<8xy#-(PHA`k?2+|JWxi`8+MV#8%&V^;`=HPPA~qQSDPi zFQJpOzTcM|^%yVi?kTw}_xg26$^w;;AqwIQ^izz+meMnhIT+HnN6RX8%ovP*4L;v- z)Kc_!*4E1(ZO zRkTztRFCZhJktFQa*S*2x_P|MuIlcF9X}6S(Mg_r~x7erjZEK=7c_hhLhwZ)xGNzE3@%6#GKvJO}$Ad`4zSL?jtiZi#rSP>x0Wvj0U`PUDj-Ja(RyjaXdNx zyYUuI?Prt|))Y4e5}7QQb(71Pi4?-P!qsW{x%qBL>lN+aF4%}8uyyr~J0rWRCh}}h zs>*t|TN@h#?@w`21_il8(s3ND{C$$o?+y9z`8hnhY#WP_3IcT2w->u9;b&Emz@my7}mYzkI?t$f(MemZ! zoS`=v4cuGnkpFrDP<^M`%Ml63sJ|7z;Mhh|6}OFyr4@VAU!!E3@6@=-uQ&-k90VN! ziqN)4h+e-VbIP>JHD9oU)!CtJw1{Af(it%Ao*FQ#0<1htpr2Uw$m6-(ef4h@eYhdg(w!zb`i^WYtu7MpFpj+aruV0LGf4FtiKIWUk`Qkd&+^npf2ZJQ9#aiqR_Eju- zrf}l#+S^+rXKp-nx$f<$O@=J4drY#wgT;fx+%#?3eUlHSB;Dh7A8`Kf)8JaqTNk1U z#W=sVNi$Y@m$-2tD$QI}TWN?ZE>W_1Hit}>DPT6{g315?G64-=MU2A#fnOI*@M@lu2q*AaPw9Kz!YNmIkGJFotHN%ob zORSxoETKkFa1~BLnPZx7+YlhRjr!Nq2 z47)ue_i3svNx3XnoL7cD>wt^EGu*&Sg_*CR3L&WelkF!uw0@==bW z5ZU>GwOC{1c^1A0pH>^2qVU2B&hPhEQ6OR?M^ZR?J?6yg$ri=!sPUE$WZd zFl1+Q_UzpCXKn^Tp0=(60`mmR9?nAyEU!EObhKXe$XbI1y&uoQrqlk_=;bl`sXpqhl0;fQ>iK~s1Y9#P$My$?{p{3c!*W~3 zC6mwl4KM_7&W(<3xgnO1%X@6*+RJfqH)h>J(A8h@)-eA#xWOFFn&W71n~n1&5Y8B@ z;fC01d+ZWGW>`uVzH`YsK9luPe~zigO@lde2}k)mh1SvgD2E?1aU48P9{;FPMEL`6 zneT~_<#W}r_hA+mrH=_3yK-~l67((aTMxq;BE>!tdNVcN^lRIiaq%H$(S4VFK)I|R<`#FIT~^lmnoRqBbtFyA>;;vwd7c8BS1ex3dMLc-k!_(19dJ`}L18tGECp86u${}3? zSp^neGyZioxx{nVz9YyY&)Vp^ZXKo{k=y7e1{^3Le|g@`1$l(Z_Zd^}^1M|c3uu=lcH;gsJ)D+o8f;?TQIRtae>-&9g~%Kk z;c@Hx@JJ4$<`8bPkms#+l0QL2wgqTQOewILQLiVNU?6YNY`67N9__tbeG$3AY=C4F zrdf6dt=B$9n%te&aGJsemqdTAZ)u{A9hyG=v8=UJ4DAfgDhq)?$zQS4Y1z9_B z3hmFoKhp6VPcQ3wlNK`^0brH;YYd1{vMXu>A|r4y2Yj(@_76|#$;U16TQ-^C|C=~1 zu6-9KXZ(xb+bQc^QpM#ZRBuu8u_U=ByXt|#XW8xQn@sr=X2S{q+BIv;TRK+hE3>cik_5=bZjHf-=t>-z1W%lmw%#U2f?_UHIl+Th*jDiRd;Ptj37yyn z-dyGOmGNjGd}&x@be7sym1mTS3sfWl<~)dQVeU;1_JERW_d%`Tu`&8ssEUIjcoTg~ zh=sB(bKZ~!+T7%MN|QNxRmFM@ZDawYdId~Jlghx`2Fd+NQlQ_uC1gHkk-*+XOA)3h z&-(re7MsJEp7S6LKgs&uDv~ez^Ub~Oyq4CBlYp~yZGEkl=ZtIK&3KtSO|g^t=$V!& zyp!8t@$MN;#Qm+KSgzEIxEc_n6soZc%j7aw3)c+t=O;9xKbMGgiXu~KsLayDKN*LP zqa#p;1ntA0n4Q6Xqltqp5>o-3`>HwPDGw2I&(Qt>dI2l7#UQuH8T6;*6(aOX^ahaP zi{PV6u&3$rLSO6>&sW798;a^~{5>0>BwM-RCtM0Kg7$%xAMY}sq4m@;iBO7ONeD)E zeh6dwt4p^L1UMbl$&L%@!qSoFZ44Fv;;rXik|>Npex|9&P+tAfI}(6fBb=?b8LvkV z1Bz>@#0JW0&!6ZMvBw{Ff%{w+V!U|R;}&_G;IDmf}K#_ zj?^A}BV{iuM;fYTkP>E0Z_InCc-|f>z0lucb`kcLy)M6D5UAhVksk#yZ|fJQd)V!4 zWm_HnvG|V@DY!<*O5Lk|Tqkp2SuJ{k;#&9X%LXtWjl~o3=f631+)(mNPWe#m9Ss~s z!xZ^1MG+KjaM3k5F_PzslePFU|DG4<$7K_JSa?gZcbU)r5(q>{L*bQWa zsY&IA0V=E3yllcQ*+sM9KwR8D{czN!xXIF}095X9)kOT7s(a3gi!Pla69|dZ*tJy1 z)CvXyoL9b%{ia{dIV>w}h6*#==@X)k1puZ+P${kJ>ikNKGEys4i)MD>$B1$kzyM6n z7ewy&@%A-RFhpTbMz#Bf=N2Lu+v@9#Uj%*!19@J-jf#LsQ@A)De?_Ip#%tm9%A{Zq zULriMY0kN8VVesubtxbDW^0}WH1S+yn<}pyD-eib7ZtcBdF;U6 zgeg*VYt_{c@xyr)ry0AxT$IP5(Kx2I+roD=T1k#|8>fORq*6ifu>(|$pg1?P9h|sb zYmRvHYkRN4_4{!@i6Fwrxa9Rb0WvG=(syev1`#+Dv+gFS0wgV3k*8q79-3Qo2Fdfd z-da8@cS;cgOd?jg+Zo!8t4oUTps1Wc6QbhDGaia-x(``*K1=~hiXJmL;lrEeK-A-3Xxc~Y^?Vi0+H@pQ*%-Uy zNQ4p>)1iP%MbL-vzSRqjE!DDdON{FD`o-ZZ*^CL;qjNQOIj$L?GBP;|M-A)0&U~6Q zUW2JCm^!-7-#o8)-S|CJjZK|2m=A={-s6$bRQQUoq{wOS<%geC#SPWZrYpunQn*nrx>Kr zF=n)2v+8EX5(1rLS3k+4BsUGalDLrT3luN0nVpE^2#8dXL~aS$nn(#m5H40#=Rz*7 z0SG2G)pBPjb@Z4%uxWq}J@gj=;d?StH6WATs9IC4}KK1DtwN z&x?=Wj=v;G-8dyB%L)IS<@DqXaWZ?xi;$(>gbhsaA!^-in1k6rv;7$qB6Gwc1q&Ff z{%8`Z_*LwWZmPeod+HosVfMLez;Lt@@XA#7KX)w&fEIHC;FHU0{!U~H?$@6@yjJ*! zJWm*o6(0oA0{vA4qz^?GXfhQX-l%!R zpyXEzZ9cRjBLU5BxGwfbqzP$*F&toPan+WvoIyI0X9!G#tVL*k^?ON#jZ?DB1JbFn z+Thl`7@~VJn@D*Ma;jKWPR&g0Ngzy7nJdRmIcGc`d0$$QEDQveX5HX(WaolQ+^Sv@ zjq)8C5RfoBAPg+4x$ED7CN2+eAYjwSk*$!(whTVvCwXKr9#QQ9wQ3sBd18c;<0-lR%$zYfKjfwnh8bMxub~t0+oSn^VKWw<3u*XN{6TN> zhETl3Sjg-{ukx43;At~W=F#k}vnNe##pLxH%7ZomG~EMgW_t_z1q5XptUIXXU(Vzl zH!R8h=7%4~(--;ZXR?5tCg6QXOwQ90_svxA2X{EB5u9lQr9gO_`yaa@9CFJyhRSJ@ zm(%!3L`e57>CgfASB_r9Ly0~j+&T>S$Hi?FegGj*ie`};tO|%7kg4@Bb=-~3{2>*9 z>Gb92uYr`0tuZoqFUWDd_ZqkVA_xuwzgqE4Zg{Sqy3oLwT z1Nu!piXQy`r08TrXH%E;gc6+;m|(75E~{XXjH~1R{B-;Lj~gXhY(5wwZjs4piQ#|T z`1q|a5#yhxZc_4kgdRu9mK*vGB*Z`+6HES0rAt(V@e3Xzay}IN6sQ!57>v>2L5b(1 z$^m}CAj%gH$b)JomD{C+1@f%t8=D>%Jo#nSAMcdwoKotJ0 zFfd3IeCStbNU=<@@YvWoTX(XJ0<1N@xII5*9?;Rq99pv4@Hldnia^#O<1Y zK>w6`=m&5os)4p%1vyQ#=KDBXJAgOY&w78G1@xHMx$`LAmu)kJOdjZBLY^-SRG@&0 zU@aiGJ;a0rdA-CqO{?~K8LjCq+*O!9X8x#K40wjHZqoK5wf9l~B_#n?@~xlRbu=S> zL_&0JX~|p0XdDWD!>vzz2PTh|sj2Apj62$cy%~=h{{jXH$pbN!HeRb|ZihwVmM6MI zeVPy^-?P)ng+#Ak5qrC`+2{3~1t`s^IxdkTg;j_@ExK_E=}nPmd202t^?@{05tWzv z0N7`;6!wEmj+&yh{nz9zmMa7wcYuDlBqnU>jUw3K_p4zX=bn!|7$hI^%|6!M@0=a% zykZ)fFvzw&XSL0Ez|LKrBn{Zy6S#sd_pv+r6R85pT{@t3f0bU0+ zPO9XL%z#1)HHVx%huTr($oVRIQKU~GuA2b5JMU}tg2(XJ8Kq^SL=%LX(&amZvlQ}V zHq&f!GiOA32m$@ZA!CTe^>u}`qapPaFz&&}CzXv0BbI3_JBGr8#>%tOo&Xl2(+5KL zgS$Ao0y2sIv(cWJZF-QMRvUv$mTYmT;t=vwac;2Q7^Sz{@CHSuj{Y%1)4}S|Zx*>Y z57##tu#@8>bglB8X6W5S{pAo0CYGtQ@o)eYQH2{WLFSwkMSsN{QH|?2=*awRWr-t7 zY0R{L6h^ez>_OBeWr(;_HOWL6p;YR@OvKcIF@&f3UBI`a7cacIDgf#;;eVOT^SAE6 z^n3VUrgdgiaYWl)gA5BOb?D8_AS5vV_4Obfku#!-8P-O*i!S5dPbMc#fo%R^`l!>4 z=5In3EHo);DH``FvC_%9jn|Y<)|PBw&0*U}Y;k$cyTD(PGS?f=FlYm3qG%7~Amfpk zCN#ka%U%E{l%oE{?e=wNeyQhx|IOC1{fEjOntNn@ll{q-P~jc4chNU-q^H;%7Pld_ zyXWPz)|;QVdQ2`KoUq4;pUXUP=dgaZMqza70)6*#eS->(@Y`baX5^R@X|fsF4{b)) zM;$NY8>}t-thQR>Tw8s|d%qdd$+;K;_HksBvZZtoh)cceL6af>+EXCP?S$!OsmY+B zJyz!)l8^?P=HN%Auf16RKb5r~&ckgpnI^@>udky%0QB$6E6MTN{KIg>?A=I;AZK;w z*=XzkZ?-FknQNA6rLPKa3dg(jel$2uG(BvS>iJn>H*SsLlh&AgXpOo1Z>=$sHm3sR zEmebW?jh_n|PvfRb!OrPm&jDItI}2#K zOe3E8t_65ru6Ip{xFsq35QlBJ&;0>H?niFz4m+k8?vl9LLsKgSK*HaL*n z(R8H!B?wP!40Og1av8g&Hvtdt-2`crfa`9&RbsxYx)0m^Z<@M<^;QS?#juIA4R0d7 z{2uKImvx@}wZAFHs>Hps>w-^>L0){@lH`#N)wf@TxDPk~5gO=t%gB9CXlrsA|?pt0)jFN{HaufUQIe8Y2buZPYym2IS>i?)sXn~L* zH1<`z+vK8W5Kt400Jzc&m+lS@>o@#@b0H-EQ}t zZ~QkqkiI+o_w~5GEByiPa4eJr=$&-l?2%glVJ=2n$z0^$e2ua=X0!~2ISo~r-*AT` z3c%)ADMdxNJ{=A;IpA~XyUx(5rxZu7?Is2Q`pK(1o;m&JzocBhs3okoR-hW0t!XBO z={o>~xYz4%*~EREzgM_G6fO4D>a<;K9l_?j?kBvEsV0XqRoE7(B%1~=G7!i^}XkVKDj54 zIt=a^%E|Jd0RDsn_#yor(*`2MlDn9brvxc!xINk_>9T*1db>Q!P{S0%Nh#HsW5%b{ z!tuKd9J@O&uOFyR6aE`KE>fAcg>Mz6?w|$6etH!l&^wOMt?Z6#p{AI2I@6?7M)5Q> zJn+pL%L4NWCF-lEyraJ~MyE`BgKGgd3BMGtWN#3cgm$Wx9JIotH11NSQQ3&Zt1klS0vMUr`+AS3buoXPaFS(jWH}7d|e8Cn`qC zw!@Sm1}!@>qGssdD4Zi+)(brn%Cvc^(_YY(DAcs`itHX_rM5P%P&6RaA!^Gy z;uwe%QrH9S_=TKX>HJ-fL$#@d&uArm44kIxfN~pBCU?rQ`Q^|tiTEq5J@#H z_WF}Fg~i~)Cq~r3?mQoLQ3fzz8dL2eVu{gKaQDB>HZnZ0C=DEsPY58a!rza`(w0cX z9kd{wKX4}Fl-=(6xbf)YXox5^8#V<6m3!hZ1}NH|yLO|_5UY7!UZPNZC~qg0q|Bxu zQfteQ0JfEM*+U&QGh^Dy{r%BW!GG*{j<@v4^G0^pujfQbAXYC!BGDOt4A7mXAVeey zV=3J%HQT-~rGz_*AZM~mvwl@Q^bD*Xw2*WL9@l}Arpp1D9?0f_^qrdlD?GOe5*9=G zayu-%YGYYZZOO-yp}S$zK6^~@zyQ0n#d}3Zk$Y?njg@3ty~B%DH8H1*JK>=NqM$aQ zJr^;0#+N9Ya|$Pvc6|7<-Kh9uE-e`Q+N-J@8+^G)#B z4IDvlN#zhY+5CP}2|vbJ-uaz18GKwls=Kb;BYllH6@i1pFcD2MWDC`iWEj=s5p|W6 z)8durWIaq#>?P%MiY|QKc?0XeHPotNUU^@{wqZOw+?{b|Eu}4)g<(%fi*wN$N_k0z zkLLhcQGQ^l95$M&2X<3aG=o8lMo?)mDhJBQ5H zZXCP0{1lpMlq|OXsCRXX*KfXBwL;9LYx(ur}WA40)Kud5ecB^> z(_p&QlZOg1#y&`j0AwZ-RZ)Fm6-d?PY6h8@OJ@Qa)k1OD{d^VU(Wq*{*maz|+R_Qi zPr|oR?Ih<<3{)8a+dkkq(Vl+ZbP;Xi`6?=xZ)hXMbuQW^9--8X`m)3zm2g)ya8nD$ zG74}~d8TV%MXJ$7k-a3qZ#>Bp67TtQ*W6JzMqCPMn~jT$uAN*v#Exiy%8IUg8}WKE zTS_&X3YEu2KFp%ZT05F^>4>)fcb4VTQ*23A3wM7Js1n8cwP_al$L-+zfM%S5Iuavn z+JI_=w{lx;Dp?!`!6m|gp|`JJv8p0W<&-sq8ukb9lSDd#Rf@L6;O1#)KIrx6KI(=( zWb+H0TDx#{gjjxb3MuyHN5`m;Mqlg6M!$}Vj!iVw=TBDv`$?ZQ=Zz3bgs>&iRFBhH zVKYAwm^C}Hh3s7+^Z@RCLbq;++%}DB>8>-5)C-ET*B{uYw}@sVQXkG4p=(eTO1AI| z);P+9t&_xy00l_WUSKRMGS^;5`~#F9U_=TayVSXpuxpZ1P2DwnJ2F^*>wO#0gI3}P z#Xy)ZTxdY4+g}Xr5pynJ&Fxc-FnsJ_QhGl~kyMAj{hiibZ!5R0Q@m%h)79zI&)&H4 z_xbsYB{ED_E-T-BvrWF=;1kU08^RvM>3#WHdUv4x{SJ$Cd#fOA?>phI9?vYEqX|ZuZwjj^*)uY`qd&dH5 zRw9XZJwJ%BAxClXB)uKaEl}u{XK|^zfj>Xqa?p!_4ovthl$)^F*jOwst{iIix`X{@ z@a)b6IjR#q&yXk}%vtmJ2YFV@2)A8y!NhzRbfFeF?>C>-_?Wp^>w&ua}o1q$vWMk%aA)ch~@UMyP;JfDnXEVjgdrvYS)>=rfEt z<9xUHihMD2RJJ%x^Ttn7FIC6{^g$|lyJPSSIt5Kib8#NY7RQdJCFCKvioc4 zsoWnd;yh#gv5V@9-BkGbVz4)PN0A~AA=>;vE2;izq_#3oDMboa=LI}I%gV&=JHF&2cJbIu{Cj$t36B+P=<1=ZtTW=wY^Yx%AsYzYOm zI2F*Q)`3SKr8!;C825lwFDxCVCQUjcg4NCTB6)J^H*f}fyZYo1iXJiPM4$+2jJ?v& z`<-8H=_Tb=FtL(t4ZAkpbs2{Z=k{YU58Xd zXI#j>4u8teX|{nfemyCaz~rg@DptN$zFj1_<;F6u!@eJJvVKu5zM-ae8rVFe@@C~+ z{G~yHs%C+Y4#i^=Q5N(Rpk(`iF6pM*{n4jP98HuneY7GicwOiG!2Scb%8}&yd!Q^B z4Boq&=`z{qeeN*?OMt!y_tmcyKrt-L9F1c-gI3>hBMTm}YoypPD%dlwQQcgOYYh8! z#Izaq6SoU6M-G()dPm(8+SJCcmuHp1E2@rPKAo3d={*^(CZ0M_=8N)U@|1A~z)C)g zR(#OgH*DtFC(Z34m%uNWed4Q(`vC2Pq+=TGe_AbUAk@NS5<2oCN`$`kxb}beqw^YveegUGT>XkToj_`(e|7lqE0=AiQr@~ok ze}rM^LCYmcujhK8&!ns<(`4Ag*r~#}wYE;cj6pt?8h;>z6dYUV=vujfP5d%@tUQ$) zF{_j)@a;lUA44tVgzu65cM(@5D3drx5wFcg7inXJ2Fe^lkRfB_UdZI8Ap2(p$E6bo zTBjR4ANfCC*Pie@hqjg0>s_KZ_t2$|&Lc47=+I1;Tqv*Qm{tln`_&!JN9Ng0p?u_c ze7X!In}ewRNJ)|nMHl+37;##7YLH%;y*Es0u+k)5YPit_&lmLslLjr9`nA|Lx$hvt zu-IcM2WU%owhEZ5rxA84$~YW(v{seld7v6@YB~mn(x3_lt zU4<5YKqwjCW^$i>UI>fG3tLjEgiS)-|`rQGS;ALhfmP*Q{=ns9}Z?<$wYSNj=l zVtPM9E*Z&gy&Cb^!egTNQ&um7;uc-X4UXFiCZB}N>DUAc)#Qq5uoudxq=3<2ACv%xLgcwK7QUpMbKcsTxR7}4^^DgjzpA9-sTn11_cN=- zoHC8`@k%Fs(-B_0*njMYcT~l-N8e@o$EYCyoTRwnSzOtP#I>_4GWWgAw|~N+tNaQ&hfFXt26$&dxPTl8<342ldbQ02 z@0<$g^#kqxr@+H?p<6o5qm?nR65h7pCX!LU&_j=03?@|S*q$;XXJ zq_I}h?^thqB{m{z-T|z7g6I)qJQ1G^5F{%1m)DzVofqNE#D~Tm!(+WZBXD|g=fN-Q;e-5Fk2rIN>m&oh+ zN1|!m=VHWbbS~?Bf=}F#=Y`K$bum*Iy#@5Z?n0!iPlGto*@SDMc2Pion-Oq5h ziVC-#-EvGPb^(+n&@j`tO(l*L)%j?wbI=k_OY(q1Ehtur6Xi{dh7fOxJQnBk&R=pR zI*l4^GFHLj-7@@F^#vtv0YAnx8`$r?X-a4?(^-1nF6UvRkc&sc0dSb2ZY2Km$e%+h zFHK?4YFGiM_;6SNwqeQ@t5!16af-C)ZHrbLP^u5)G_|jq-vB#JDE_7m8sI2oBkDwn zGM>8Km~?rzSL)7AQ!*f4Crydg_B%S(K!8ylydP8alE?9L=G>S-2R1r=f8wh_5jmP2 zp`|Mo*AhlQO({)Dilo13bJGDGRi4dsnZJjDq8UH0l>|Q8MN}sVsTO4f$VD>X2gXOo z%mh9UEmL#bPzpwA%rqOneh;Rps*V?s-bAK<9rZe?e8EWUiKn?jUsu zyr&~I*H1=#6Wv(VZ_v!8QhB$DDp-%RwYr|tHf%SwQF<~Bd1t9tO(D?ZeeG5(K0^nT*L6N|s6v;?ze$LOt@r95aS#iI zSpoQA$oeOV;RGaAuBCVULMg_Qs5O5yi&iX}7lINnt#g!Wa?*FG>QRcw4py(a*G@VV zP~bO>ZE;mq8A&{alONTtXPYooZ3f<&2T&TJfGPOYBIcwuvbpcS#yuk@btk4DIQ~-+2`Wv&2fANwif?YHWOS)pUgZ2_+D2iqec)Jh?1I2Yv{*Or$K}&s%p+9&t z%6dW$9uixxg5$e?R3o){zptzLdJu4HRcK8eI4fp~1WQ@pO^t-Pf>Q;jr1)5B)$YeP z(EN^zj1r9bg()XUUf2ZpDFyr#fx5fg$Ae;4$(; z=33%|IsN(f97IYb*8jXoVgf#+4c3V{%pV6GL25zg*YJR>YBX#VCu668@*}sSJwf5u z=s>%NO7)pw&0=%Z*qkkBEByOcb0GUqonJR-v*Iwk7G>(MZ!<1a;HxJXA5_Mkqpfc5 z>eEJ4NNV!p)zeapL-07d!UL$9x~{ z35(@Z!di%QQFA$J+*-bise)F0ocwUu*_h<0s*-!uwDkaA1J7dJEg| zva_|*FuPwdU>RME7ICY*faQJD0*K%UIEH@n>o9H zIz5%z1_^)Q!~p&mHrdE($+N;YZ**+}QVK?j7`cAfTwpVIe1laib`{_jXfg*HC{AaQ z07akY(wh~4!cn_B>MQNnQ`!nnSj1fr2?4z0?3+ipXW`NGCzLRN;Gy9t{OAHl>nLH@ zg7}j`FCNVK5jvV}73FMgT`6dIv+M>Ht5-z>7brN3l1bpLZ}gL60(~&q6Q+e~PK0PN z-8O`F@xkiJD=A*TgNJOHai3yYrh*$AyC0dCV$&D5CnBwT9g;thdkvdi=|yhi40|}&#ZDP> z$1FyN$!Dsyy{Xzxl0t6_OV>cDq7l`kGDhkYc(0ei@z)fKgdz*vkKRT`J zbCLv9z=>mwRi$wqXqXtimpDjtszrgU$Qu+WzVap-?d|d;+*}c`nwv{_rkYmy+c!fg zW;j4!R2xpyw9O{y3bln(3L!s@>d~!El8NXyxmM@F{LIQ6{en@N7UiUexPjm86h~^lE-ncb^U=!ZRx!|!#&xP3z z#?O4h$OHfb9JzAD6#QPL{yrjJdTUo2LNn@6=ud#XU0I_pcfrh z`sWvk2z1WQAjR5q}( z+^+|M%|DcYSDUjVrcgf1%Y=z%{Gus1b$`;>4P(SZzZ{=VDC znopC?vlMX}$NYxIqw53w5~;(01i2dc87>JyBF>}vHSAQE=Q%Y&(Dg7#Aob@AiCkF< zmE~^S@tn{IpyP=zF1y`Bjdr}IEGhZf1p8-5q$xpO>Z1Ot+Sn8Fe>bifvZl;{6Hxsi zrN~^-K~qoC6hygB@A9G*%SAiH10o&XW0mlh!30s%gc<|}AUPhk+Yc#p$^`%7r-eEJ zN5TlEgU&z-zr&Y;=O1u~gbv7Arf?>OC6Vs*-)Z{(RXg5NQg-ml(5uqKb2U|;BHbZ< zBFhj`l?Hp)H7Jtcp@JqPWqTJ<+ScOnkT5(c@!?qk<%r$pJ2b!$^8>$;soK7Gp*?fe z@d3E~)~J)&d8Ex*MWHm7;s-%SKQI)?6kaemPWCroZk`xVs`}#YyqvZ7UMJvPcbr$@ zgy!LBz=sqeQ&gx4l1ZP+aKWDyV3y+EPZDva-rhpsE|i%=^;15k@aXyKfL8FYTHSMX~!_}t`;~{duoWzH~47^ii<35p+ z#k+P5dXY`aL0Kjb!(trBc2i*Im6m4Qr?#&JZ4cgJQ$p(E#d`nbp+NWeO0G1$_Upv> zgU=q*@j05wMGS75QkZCK3XOGvrUjh<5i#wq^>fcZL~N8Bo320Q)~uyl5E;YST?;r- z+i;dNb~l*?9k68v#b3ajj_t6+9sdX}Tw!}s(H_)4P<~vI=~Sm$ZsLb+qc%sBrVoJd z?yBq#<;6~N>K=G0nk<9AUkDyOHw+#Ob+VaDS0H?nGJ$t_$-ObAvM;Vv2grFcdn=yM zsP}JvwKt5V<&rA@lkTSwbUR|6qC#V9zuTb@5l-9PkrFyg-?djlhfKBC2 zO%v8&ufPof7tV5C6Y8>T&sW@A;c~gx?*f`XFL<$=ab4-xCqdMmP%MvqMW>PNULOc? zgRrQ;pY{^o{m&1=Ro-$rzFS^a{s))}M0ru6L=-=9YX<^l9GwFb*Z!Hi3~L0`d-`Vf z&Y)Cfk)WNZPhOiA!%nw{(Erwppt4VZ8X^8Yv_u~;_ zJt=+a61j!V<3E$miYVa?(mH^K7{2GIy6%RJIPXQZOp(R%;Y5?J5Ja3os_Za|s1{Rm zIu+jk$zX8cEJ(=Upcki$h^99?cc<~VyW|>Fb->P~77#WzkdnpjeUnl8K)QD!55qDu zdMXzo&Cb$5Aqo-AFw3e?!%#Y&+pm5UhfaQnnrX zF22%_Rk!dCj!25i&Ti*My-_)cy%6Kt*bkTb$@8WU_|p;SP3LJ*`(H}D{JV6|N&MrT`uIRNyi z@8?1YJ^foKnr;rA4`tC%Pm6vGUgTN;RqHG|Lzlzv8`#FhMUaL`UbEILx;3VnB`WYm zsYigCJv)ywyauZdeNM!Uemlygt6T}Eb}7%rR#7^b&=j@ISxX=7ZLCCa1dE1!TYjP* z$M87y;y!*?gn<(^)7(By*OVd?{~Zc;;pduUW~XX;I?le!qZwogx%CD?6kXqX(&>b9;f`q;jVyW6NXl zY9M=bx@&||Iq6?8&0TFkmDhvSMa9KFo*hnY<*Q8QX#GIGsAO^Z+f82m2ac7C2+u-Y z0-X12_Sq_2cqf4+>vEyOKk5?8FA~-H5xck0it<}G;YcuJSuDX?J#QL54#SPTJg4W? zz-FbCfT6%tk?*DO?|yoFOz*yoF_xYaS;b&=tFgSA6WDY(!Rk~ZDq^R4lg02El+y4kN9h!p z&$=*n9JD$tSS~mX$C*O7OU+GN6h8E=G&!ADej(K}!bRI`ZLT{^%zL2+icq=>ZK_mT7B5=k>nmZqdgDH>%Y1&-kIl*uzuD$ z>)FcSanbIZGdq*FW_;M)0nA>-( z@b#KIIyxK_4`{)W_nr^af*K#bFa65?dSlOztBH@Y_HYi@F8Q(Z;e$CTYohWzx657F zmzQI~?&Rgc4W+kcYG1$Rq`EN=w)uKRuB)|f&?y*KG|6X+p=NlLw%B^zkktyext+R16Y1o?iti>SpPKBXF%6UQ_JP zg-t_yNWknZn*IEAzOEsb?)paoW9L3pI<#Pr(iO#KF8jz^D0;PZ!y2R&B&r$Nq_5Ws z9rrSNtcRY@2Pdd%<_+!r;^C zHR$^6iTrBa@B2nQJ?d&adt>0ui;;^eR%|saHsa#jcIO^AkPwhI3HGcnd0&z3_P*KK zlj-^9!H?G_A3iSNrMq4}Jm1{(!nW%LXe;&0WE-n_soi`VxIcSy;N^`Q5@l}MglsTc zY7p6`))8Jitln>>N_0qG!Q{-pWjU6w@ihY`taYrsc-%AE_QZyvdTi)b$_db!5FLX1 z0KVT4y8lMl^-<+tl8)Xu^s|wO2(QGOD6AmSg5ys8)c?8Wvyt0I+-xm85VF{V*WEaA zZT+jy#`_`baj5+ENAqq&l{*_vBaH6_8|^!ICwk@Z5t)}2bpiy52hlCt)d!hb=_4%I zXXZq&JT-q@!KTcR)i3M5+DYT9%B`GvZgGj|!U2A%Nl8=p`@|)jC3aR{*Hr>y?p?pQj;Om6$JlEs7*J|8cn_Z=M6X(cx&UBE-vZt>A}YNkEi?32w0=v|b-hmTJW+d0`oB6K3Z>q3)|^~t9`F4|QV9l>BMldE!K|Bs2Y;qK#8tp>B|I{p|3w{j1& z$qqd9{19W?j`DjackNU2_*(sC{Zp6WO>g{t}P}_duO;zUi_pCx~!T z^`_vnqajqfcWpL9$t93_7#Jeq)!t5;h!ajo^@^!fkGV$=_jJJLy}#o;up$cwzsn#^ zRBYy+T+(^*kKgtAW2%(Pt_ntXFyl~qn{IFD`#W!ROMnajh0E8} zj-6ryXKuku;UO(q-wxKh%9t%?*B`9rTBzTt`(kF~Gk&6s* zCuOuKY%}y3yK7eDO+U@E=L_2lRq##eIdR-D6*=0+bjJPn*JPi)c1pzFd-z}(*e~5$ zcAV6P;Mg&>Dylxrc`$=s8*h86L%)yk>rG6B;p-^LB>(0My{prA#rmucsaX0e-tHq{ z!Z^Y27TcQ!$mA0GjGgbZ+lB<#f2`$i*4Nn(EeTjm>c>y{i0p!8ZH~V_9oFR9e{)R^ z{ntT^c>TP{drixrb*UtGqMrRL&)PH?R z+$XQA5NT7Bh{6o65#QTN> zk;H#zpdRCk&5X?sHjO^d!t749u4=G1)f&glUE!WbTAlqB(^f}O^+9=FtP{ON%s^g& zE|8v!3v41k{i9~VR7Lf;(u530>ZPtm@GM&aO&}%C7h4u zgXb|5@{)@d@CHCeq$yG?q* z!dF7oa{lEUnc`jlA8T&`7RR!#3r8Ud7Th61kl^mH2u^Uf!DVoFOBf`0aEAnU_rW!U zAcMOEceh}-2a>h-zGwgU-2a}P^*mXj>8`H&tlsafuc}qnS>VUjl+h)qA@5#usskU( z!d}i+9NrdwJ83kGJrG586?_G*Ypv5q@7XXqI_ld0>bHu=0!LQ7+$&$HaUb286U+Q% zLICA$@d1#o7X4R&_H*}%jHf>wV)+h2i z`~a#4BI(}>zx#&6zf5hYz=5Q8E^ydZXZBmCz;P2UzbAh!r~8YEKmF~#q}&}H2<-bI zdHw|krq3hp3tUzT3}T^HKFkZp_G>jQ@6&kQ z3a`HZB|Tgv{X_Phcc+d3Hw}RfGwzO5;Q`?9UoJZh9Kco_`1OBi?H}{OpKH!3pv8cx zThRuX{aJzo!r0%y>;HEQ{O4JR`3taP7#BW*^?!2nKT#|t(~W;5;m@ z9%DZwsavX<*JDR^0vXmAL0XA-E_QvB)51iX!S92k>_U6PBb6(erVG-XCy7OF7Md^OS)0 zKj$tN3)}xeZEOcHve#WW1YSiWU00VU&s~>HGxyBcR!?7)O?#D3(>nFcCn#mYmnP39%?%mG0fQXjc%QZG!lNnZ5$^1%>hoE-q^YKMlVe6)K2a+m7(b=&X@rLPTHh2w{F3)?l ziF{3rIBEBIJ{j5UNvgD&+`duizPhoa1b1vu#n=SYt=I|izqXQ{7N2>KJCkCle)QbR zap=T;NT<$(O*(~QK~gzo9X>dqj;(HEW`d$XBbKuGfU^XRONAksn%0@(aq-E`VnxYr z#XURq5*w}rX`~wt+RL5WAH(-q!bzl&nwlKcKeQz6B|UeRUL%PtAK7z`0m^IDLStTs z8FLayr!0dx51h4ZWk0Z&73zo%txas!50X1hu{l?Hpv9uhC2!YXw6z(=`vV_S-EUd% zTJNhq{63f(gw_;*#t?U=6SNYbUx(&J$F~&-|9SqX4U=^GW%WP5W;OTS#r?2V`H7#a z`#$%9e^MY*HeZ`vO#+4fXllIIpGUaS)LL|YLNFinKLxp;+3hbhoZW*2ph@%dWZOB_ z5orM*T?gt@dtkOp`!u3$-Q`5Iq9pzLkY{_-X>WS%vRfgDUdJsEUNn+spp_vs8TY-2 z#6rKWav~Ipe%lHn7vNFr0~*nu@UFvo0U0E`IV}F*`Ugo!E}psHVVeCEe03hu`mI=!DE@Me+VAi1pX)%x zlXSPPTRdmX4dIEA!6BV(@Sx^v)+r0TiU+D3>f80GfkoOBH()#|+ntU;@s&9{K++gP zVPF=JOBLZdfRZOHfmmk@1!~@sY=NNR^h|3`!TkC|*aHIuH>NNO<^io0+V)dp?%kU` z9K970^gu1}S?T(IEPwW}VqLHf+EegVw7P zL@gR*lKx(q|GtO)EaM=H-5BcrlT|QRyz@dIC$LQC@_Z71D85a)87Nl5>!qFI4l{N; z-8Rnzc3x0GCxM-ZQz6@c1Wke`tbuZ9nPN#}>HB>~juh#uV0EOvqT4-^1R^jcT~iQVeH7SJ_g=+wngF0AnsPhui z;tC0f*LxU7VH6mD~fcsBM(;0!p(;O#SaMgWlMceZqE zR&bLASg$Ey_xZdbLAE+j%s1jk(jXSzFcXJMg-YU69A1i#Gx_?t6;(S&dc|O7x<)rWHd>fgTtB8XFWIXdGy?E@&}hhbE0HE@tdbBRTR}7bLqWrJtL3<^hd{ zZ@!_Y8Y?}C?yj;b?;T|OLBcus(E8XQRJ8_pVP~*`431q(R_t^E0fi@pXIW%8WLt;( zkb8`4Y!dgIw2R+F_vm`>dandoWcL+s6YmVZFqMQ{pnTM;Ca5slXu^Y2glqn)9Uy;r zeYM@co#?7(X5-2(nOFMdl86isc@})8eY5_{zu{!ptKs^Zegf^^<#6_xZD_{aq$1T` z$=B{~)NZlcmVdiWQ_$y`-;T5YZycvh+uc%xcg;tkd+j!G_UUl5%y2cGZnK@}gwng_EwVu;901MciR zelgL;sWaAG^f4K%lui)-Y3pc#8mW;fygYz+W^{x4)Jew4?b~u>5GS)T>x1;e;G-q= z=_RJZhgfZzpKao+;=Y#DM{L(gFumi z-kDw-vdWxM*v%cU$*eSX-8ss7+GPh5D<1MSYwx|T^U9Wf`~8ya+acts#hMzpGN`sb zz9~)wxxH(MEQl-!S$N}geLNA`JfD)Zsb%TF-2*onplx8>V_B}EbeIk=h>U4CuwDlD3kzGJvAR zZ~1>6`+rY#d$8R{M(m}qF$3O zXun<2>;Ts-;{mc~0%1ZZvvY$EceN6*KAsA_IM5}|ckxCvW`-I3yHsF82c=_jpqL9Hr9jf*EDJYGQxm+Agd;+IXuEM_Cl z@Z@R5#dfPE>uc8b(MaZ|!+z*1_PcBLZVYH3j+ z)E)X3Tt1#A-8O95+E;Tc_yEKioEts=)$IV$jqpgKATnbZhjQMk?vPZ)?!R!5Xg72J z=LN3hf%d(&i9UaTN0|qBlr2zIH9S*axPEQLf4x&zaB&oQ{o zrXVaS0O99mS&fx6*^Urk+qLJ^d&{Y%VqV>pIPo_~(M+^`Xp*3MXG`<()8Uvd?h6bt zFpKxZ{UGVVcJ$B?bBgm{R*{$Ad@r<&nlqqvc`4Y0QL8m|8%YWy+g0mdRuLe}1h7vc zESBU|Hr^S<-OD^dN!?QSduEXB1!=OU8kLDBTz`-PuFl8+F~56xg*<*z7RM%Z=iyKvov@n$>=YSR~oXD&pUb}Wc9x-Va1lMzEfm(a(P3_q~^$qI@|jq zVbC%U2^jspPjHtok?OBO{Bga&z4WogCDS+$2v}%wUV~}~*SjT?q_{CovHXxLX*hD@ zmtNzORGh;ehMF5MNJ)Z!OX4E%6;LZg-9r}-uBL*vilV*^VP}kuiOUUlj3Po^d^R*b z9$q}uME=YD{Z6nG%dGRsb#`kt|M_wM+{x!&Z7(Mq7gh_tW;O8j^xGu5yk#=;+3Q2s zsyy7Wk)!Lb+SoQfZRyQl@A3Q%F_oD`blIBlJI{Uh1cA9bLz-33>KLpeM}uKx*w*$fsjt1JZ-(ZUnaP(~S_*F*~( z>wCkZG#q*h4t0@NZ$ia-UgjlkkdMW(4e~LohNFivvmUlrjO3Y&RM7I3pD4zoho<~R zov&usTohr}12Wi7@Dt*gWCdQ~YSzH2o*FO;G86YnM;v&#c0agMzF=zT@e|PrrHf!z z^$r#1Xqy@P~Yg)RUcjHr1WTGglN3dNn0XfPk#r7R;0@d^K& zA}LG^@y+|li0%sv?@8CT?A(R*01f8OCDSvBV(Aoy_Ls1GAk^NiD)OLAAdDP4% zwwfj($)<}o6t}`k^vo;j?6W4cY%7e!300sCkWUjzoXabXBn|*Y{cog<=B}de}YoOn*q7CVM-;LSEi^|!*!C$pcmO~-HieE=K z6Y|u^JGas_P~ib&oB92=qeClts5K9&X$qjaS*;AaD%Nr-fy5aMPJ(T0!+k4EH>Pi% z(>O95F~!zCi_g0w?N1E)+=z-Mo+RjnjutS9qgYr`c5z`p55-gkv;s7i&R05K0oFvR z>PH?`2Kv$p>)IfWc4TMMG%lHygWoX=3yQYKBH(B%^c~{Py8*5sh#wEWs2!Zwyuf<> zl4xOVoTzv`!`-N2Vw;(|7WloR6ck~U5#O@HQ3~+|AjvU%sb>j(y;ye1GsxJX)~>Up z_ylwD!qg=Rq9t~Gh2hpd=}yDN>vAvx3hSF}6}i>d5=G`YXElR-<#SI;=9GTPS98G2}ge;W}o$K;k{a)XBy z3_BFH8)~A2UP02Wv-uedw6OM>$C9#oQvn!9~kx+PLk{=F^lvMc1@z?8lT($Nz8^s~O z$VO{xo3cbPL#>Zaf2n#Dj6U0XOK6Um3UtVtWhBA07z=j%L5d!-twPQtmqUROYPg(O zrt^4OXER0-f7e~^+K?I;GlJPYmV2!*l3E7%bAW`G8uF|TGfe>hF%*G$%u-Wpnn8(ef)4(bO7KB-IzynDGX@-^+;w#KfF+Y+~ z2%oYL6t2_|Ze&^)MFlKczmsE}_M0*m*%b3h7dU7`AP_z7Eq_u}*4JxoCd4w#rMjT1 z>}qO3qUvN)Qh8t*4>wBmP*iOdl+iVlBTZvaCH##GXXK@2NTad@mUdHub$LzjYas=B zNNf$rRiggU9PrqdAo{q=7yA>F|nn&F2-C}vf{lYHl%P;tt z_LBq~r7BNI3KoSD4g985)(@bp`QGvN{( zoWcUV;^+~o&NhQ}7{46{pB*)GMiqza43I;gCCh@}6fg~_OtQbAv1to&6w}|FS7C6M0o>V! z=j%$k!vXMnv#4P$e)2CA0@M+}PZvKTI0-@=r`kjA6G|>{pzIC0BEHc>4^rj9MR8oy z2jZ<1+_#g=+guoPjaD5vaw$fRJKWLvXjfu&t#3#Xby?9M>|LVtVRNXhD~G@AJ=Oe8 zK*=LPdt}4q=OgE2n(XaN<|OXUt_(zMUT2GoA+Vh_>&1zS)MsuJH7k+O^Hp{ zJ3kLhC*8fv2QF)sI6#U$;^XyKtHSNli95jg~2?Ec` z&wEQCLY}1U+9vgp5#7tSwG9qqTpXXOr(PJ-&Q)RiC1}=9k7VhQ5iL{@hWhywyks0U zu=r^06Db&bV8(6;!dp-kcD*`U`gA_T)+QSnO|Sqq?!|=5vbB`CoWG2pY1pW0p^rXX zG|4_({=Gamm*@+}5noL_#7Kip8MyCQ6TO~zyvClS6F)gAu`mvwa=6rq3(KtPD=Sv2 z+|rGb)mF9a@hkWyeQjh-E#O+Buy+FU7IudyYZAqY?H4htb2`!K>t|!1t%uE-yx$UI z5kere7|P#^QFQJAAjhR6%`LK(%P00#)}odnPnTvjm-l1ZjpsPu$l(OOF~Z^DIGdPCg7gHhW@Cg|J{Z~CT7K()7RzIPwivseu& zIj`qS)*jVWS1~?*#q;#o+|z;Y=@?2Wav~yW3JJ1*FX{D}vwj7%p>lugO2*g9>tHjr zsbPKQ^4JMCR%K`fGs$o+jqVRO95lDr+Sco0TWE zO}z3c{UzUgCw_SJe)Z12lz4w4Cm+2GCQ-j4_V5SCq@d z4d4i{sU|s$?0IjHI4gH?n>cT75&cTgo(W?UGUVch{YkzHUOgwDtIMV1bGFp6?86=| z$<2)dEgy=nDZRyg6bp6eF}ik_3+v7t=GS{&U4-c~+px~^Q-18mtL|d2Yc_m#udA7k z<&lc>d&XbS?eeYba$+J&TrT=IC-Ss3Rfbd?Dpiw*M@%`*&z38SntW_j*>qX;v5XEA zbrF@e_&zlSuCf7%s@|c|7*|A)qx}6HBV4nj79Hy;Yth6uV%QRP2#ILEZc@uU&9mZt zm1*JMsS~*(tE8o)lO3a2DTWkyIGh@^0=LBt})#bc+ zUp4s<21c{xq57O(AUbg$d9)=^1fHp(rqgHpa20E!q9I+dMb-*Cu66|kaqBFVVT8o= zGSsB&7@H`mVi(oBk`cf-;wyqGgB;$07mI|4((t{m!stVVZhn4J_Lp>wY*m;uEmY4R z{oZ0wc9rzqis*=FM~vIj?ofdxZNE&Bw+fU$6C7slS$k95G@z~e^%v6X!tsc1iMj|& zDarx^CN-)4%D`uEZ3b%dKXN-wZtT_}G?#IhAfsFftc?;ScjFh#6$K%P;F8~_juvD; zZ*{zO%4MY?Z9zC*G^9FZ$Mx-Mnd?MPzPE4FT3#k^GwA%4yZR6Mw)yKDlvYy`1gp?6 zEs`c;pWfBu^~*BUp*pU7+y(I*bt?2q?PLrQFP7B<+|8UfRDy>+bX|SNUVheBVN7XriM+aHp`1T%ZN( z4*`H9Ag_$S2kG(2)PVB^=T-j=IyP3Le0&Mn|XOqsPX?K{|2y%50MN`V|3e zt$xWAB1LZYfvL$i9jvB}kSJN@=Eyv~Z5%oD@gtJ};Ht{oy4;}D{Ir>uk=+Jm($rty zzQwxrT9cPiw+hUmKV1Pur1<~T@PrG*k$zULw(|kt#!B2)>5PQGnF2>o+U-kw8sHA| z)dc|y?fxOWKyqakdh(I2dQ^(zjJn1+`qu1@OD5zUfNUyQ(cN1)TU*|r5*T;aO6{ZH zWGKupcSTR}ab;`bO7+H*`{3}cufOP}&s;B%>q@)7Y4NEN@jl=Xci$!qM8LxDxv zGpP)p3m0bDr>w}1G?Umcj;JUiNzM@%4^{}6Wy0@eTkXV8Bm_q!*Oq3I-yN#6A}oCP z0MaslyrV;~+So#DfqJSCEJBP3TpHe}$&0xpQj`v9z=4i0@3yXje3?L4MS=Nx%kY2^ z?o|0nA_-g}5Rm<*?H)q5b?SVzA}hf8z&JDK7%R@AgBrXWZA-%dD<7|)s7$dM4=ale z7+wDW?8!R&x)93dkC=uoMFm^C$*^L;D9IB~_t^LsPvtH&}xW$==0jZjmw6d~=dq3JWQ9kA0k1E%VWfO>f zNH_E=Fdb>Pl{@iN(yz;g=6<(KZM41cBCoy{3B57bXIVC(^iL*7A&_!3SX}86PfC(4 z-|lp~Fe7rp+o2ZD=qYiW50Ag700TT?9IVk5GYa{iuvT59DWU#tD`;Ns^^B7O30Efh^iFwc^(!C$tV?Lj%kS98C{pgxZKKb2xOx-Z zR`xU>Kb;|Q4w*a7{8ZqQbp*BK4z7$czkqSQxP>b?jc!9?O>F-9@ZggMBLr%x_I{Q8 zO7mdH{_XE+u(Hdu;fVD6q7Qvrp3-uw;3G@BuNJCz&luI3|5P0FD;z*c1W#k%&nHc@ z*&59ckqo#9a4tjfomD~|r8S*wJ}9|-O%UBG^;`q7Y}L)euwqlE#1RC%tZ4H^x22V; zu7NEox1O8q;^%ojsfCx3m5xS)6Xm+7oRv|XEnAA%KZI18E1e!|x?SaFZ_qG@q=2^) zQ6K=$@oQnoNi(gR(llV2cz;n(JMh#Ge1vPuFtN`WU(g~u7;VoKFG+s!R+ls{N7m<6 z6pJ8dT`u2P*slXA)>t9R+4(0YJf&`7I^{if7H~)=AG*?!k&ryLkddM|hI=S{RuQM| z*K&13=rh8DJWE8{z~jmNB(Z;U=-iMv%fUgJzBN*|e??_A(t74ePYLJso;}as*}+N6 zKOqxGx3ND+^WpzJ(hQcnMVe%L7cZ_Q=JWyTvBR;w$N>-2Li;{KwOw^T2c!kmM!Y?U z3Xd7Fi*8R7P3c@oaCw(~tac#!&HGsna#u<3cL$*l;w=FX(n){_Q>{(dz(DKtd|$aF zl>VXaZQn0s2zSbcKRAOPAi0qtx}QsgBViC_wgJm%E(v>IyLb%(OyD;x{0XULOB{tC z0?lhRc4D|E-VV8WWAk*&whYY?n4{GNi0m_>mPJEU%-*?)kw=cO6KB&C)J$389XW4! zzqxJsR$q7s7vkB~zsx8`MJ6Aj7$n*k#yXY1cLzX6toiBIIY0kC8U1*5WcNXx-P_n% zpf&V>epulmAke(+#!s(6GbLB$@XFK3qsYK#PJn*Pcw!pV=UQ>XPuX-XPBj%7gYAulir zZZ-F0-ul81Mf+L2v-SKp9wC0$pkB%1?*Q<0wR0zvktF-+H%%0)@ejG{FhjFO3}Gtc z@7MBRp}WnF!H&Veo9L-)a|5aWdT@oXxVLuWUoz5@8Z?XOCFlNIsny?C2*aRsCRKMq65W;-(=-{0UB3 zc%$*Lg7$-KQ0?CuH)BMGDsp5M+P!|L`vTeLBg69qS*aZSjpp`{XU4BX4S!h3aC1yQ z58aXEa8-Gz+Ym>d6#!>p{JE-9LnFUu2GtLT_YJt~3rrP^J%{slz)|661K@JWt|BXC z>18MT++1nKH`J!B`%fZW(pVLFVXlJ4rh|hbO6HiwBQk4?@)J)yCrB;Kl;JV+{LqC zX29)ZpBk$rb93FBV0+x_At*ckR#GemapY@3WID|Yq&2^0jG*>cz01~rNshGVnFQwQ zsjo0GBkNd;n@O^ymCltT;lj~YH8@Tat4#-2SFVOKCI`y|_@7_PGzI(ne}J?5stZja@#3aQo3(w&`3$_e`2mU((beYTKuYyX_vz znr6MW;#Ez4>%Z@`@a7Fn3=hNc`=ZtT49~t7{FC1Jh{uDjSRs9#v_XBAYBetM-#P|( zKOdVW2o;JtW^)2C!Y0VfYBcv}9>+xKSMacI8P^tzpa=lq4HOpV^Y9SoHoyK_QEUt` z52EjzrdsQWhXQ~qsAHwA==g(f(u`n5BP!6@mU&CvkqO0zr=&Y;VpjAWV9h8^Ony8~ zv7K;;6r#&t56bpv>f0xI-7pU^wq*a(PiZS%waPX6@{Wv~i;@A2_TFMKQ9x&SC>4;` z!BH7{h;nC<3QK|&T4eM&md(divQWR~6lo>(XDQyajTrjXUsUwAbZ@CBG^nx}dLb0Z zDRlOVlNktBD|AQjlgOrFjB}0PYZd~#@&RDkdR|DEihYh;yC?sf={*4U%jd<#sP!PT zjf8mBI=#SBhkYV98vJ29XW{yZys#l8|5eDEILLVsjcvpsxbBrd1{^FcjqRYCvpme4 z{b>&dA3%6>PUfwHiocFiud!lX{E^Ctr0^#E5D4c6C|W0e5>5dZ$H^so)>Ooy$P6zrb~W4ZKaO9UGbaC+Z;iilF_-JeR+L(d&>952dQn!dj7)rXhKO~ zJXjQXn@Tu;i=3=9Ee+`GoWNofMutScB5-q4=}_9wk<})_erxT&CEE;Ape?jF>rzOg z!Ito~-P2y2`x&%l-ad$enwJ#nW^Xrc-#BDfEX#Oq2 zjD!({H`heZIr11D3|qQ`>;MHXKG zI_rdGD36{&W(WW|0VtZCAA~g%`x~%o^=ZU*jRi4F1ha-DO>$$W2*jJu7uJ2UG}A;Z_pV>kry|83?Yv0>udwfogjm5V{zqmM0SUQV$3DsJ{ZP%*i1 zPh&SRWr>op%p0N+b>J@O5Ho-?67=7%)OUOb7M^_44^5ni)GtGibp_^1cMP;_;M1bD zQ=x{&zB(xrC-eEvbAYt&UhW2242r@h7~pfIv_Q4QvY$FMYw4t9Nu2=noq#A_oTK)Q z1a2pfoaQs}eS~*xPP#OBV;y{qel)yl(W8D!CbL&owGGCHPSp~wY@~4Ys+uQkxn{S) z)H!ZL$jv#v@ZvOcO*&?w1?*E+1K559(0l>rCv9!Xwj~0uNNpAj$OK${fXj)WKNktR z=b0la2r?)!;y)Dn^|_xYtcs6^*uvveM%zBNOf)+=y$=Bb zcpuKrnx@HJ`GruV1dC&yP6^6uRT*tlC1#Wsagv?)00S%~^WNV^R#vaAkk7apG+^h* zed{!O`db0%$Avo9Ykj(n?KvQMYY`u5wUHfh;&1q54-!WU}|HUD>S!Y1pJ33q4FL9PxpUl>2gX z?T#~F*S0!UcLbO3JShmxc}-UjJm%!FASF0dvV@en&Tu)p@=gRuhlfY#*oMBN0yL5; zSc9q;a)Fq*nME}IN?}-;nGsl)$KHa-j)Hi=oAFiPCV34mE(Y(WwzlA%f*0& z(y17bU57B{mFJo&GzKnWPvFUGP)8?6W9Vo#&cnHxHKslt1`dsybh{XjMYK_36Zz)B zS|s{>b$guT{hJO7`jcM4r{8=LdsuPqseWg@rmF{k*Gy}2SXm7OR2*2CU~D=0{EmBt zdnrm5@OJ`9Rt#IJOt>xYB^cm&$w+x9Ges?qEgri)ZYb3GZC1g_E)}EjKtIN<4)npg zN%!grhj>l;VmkyYoe`yFUQ!`M_qkL&=4jC%5iohUCPF8tCC%P7qaEjb4oaGsh;P@I zo;<1Bd)rr6My~p*ghtcVuCMB0(l?m7c;1kX!z1(4jaEntn^0Lkyk{^mDBWGu`$S&+ zU|l(WBK|-yxva~Q?ViRieBOYM=k~o)KN?ct5TVN>aLuLTWrSeHv~+PWYt0A$2v&kL zo3>{K8yW^W3Vjd2_?E|+l8fG2-|asEZjC-s8Tu$~gb%cP;k&}$e zmk(>+3>G#0KvTBOAVQ2}`r_t3%$Fx0Y(4x?L+SNGD|og!1;#Yiq7x)(Qi;&qbg%lC zQFxp8EX`oIEwEUpNf$fy5jxt|u+Mesy#(b3_D%xpBHgv$K*{u>zt=QdyQzs1-4opf zrN~d!Ee}@?XO+d-Q}5!3UMX7LSlB34*MwEONh4I&QR7GOIAM;4j>c*+<9-?+>LDhd~$btUogM&6b3zyy^Suo2|%lzpQvm!}Y{L z>8MlZaUP9ob$*qqwkfoBJ?~Sels%BlSKzr4;_`i@jd};}#YN&@+YA)}cqfs$h8?it zz-DOG-yL&7W1cj6f^4~ZlKXoaN{-yY^C}S;Hf29;nSX#&t(ZO;AM0C$QFsrp0D%C3 z_tQ^}@AVZ}EjkWW~o(TN57p9V|=7{oU){ zPBz}1WwN*1N}OD`E5gZYKO)6$!H7rGyCgfJc~(IOAPlxoozuf^-n3kH+Kli_T9{&a zKNbY~Kt}&T_gK^;68(^BFoJIV}2@A^dpeA^10Q#9jc_ zC6F(vwYqG{s@osCFtCPpN~K|}Cd`E0I>Z{k12#?va=>@F?R-l zz!0z+KFGsHjz(?~4MAf%Gut(wpCK+WEnL_Dz3p?$$68KG{y_3;9|t8N{VSpR{x8qH zxuq96C-oV22v2`D+Hgh-CqINJ(L$yB1~Cfv7;~V#esm6 z+g#Wv1TOv(`(zs^RJ_e=NDum)Dp2U*;N5Gx(HCw%%N3r)GY6au$W+J=@sdcVi#upX z;!ps|e-g=Jy7qf{+MCBs9ufX7*PNQrgaY|+VBN9QkZabye9IoJ9N+mKfeDqVl=wrP zPH&=}jtgkam@Uo^n150aUhgR?Ndtsper}QxBuEcW6U&;=I^U{il77uX4e_o&r55}~ z_=WGo>>h!BbO9x(@H~cO8uoIVqXS&gF{#I(nzyZ%$BH5)2n4TtJ^ae`6JH2`I>&#C zSvx*8m_IciAUigu<#AqY?nxTG8s-Q4g-xQshZB-yRI*{n+ml>ll`yRSoAg#_0qT|ItwJ}}1sVRd8ke38}ww5tDW_tB;zMKVa(+Ny?PBn=+zyws7RUg2S{VWv;?U z)%(~Ok2MqaeIl5-yV~d7gF=m_92>_Lbu6MZeKb92KdlTA3=r2ah-=1iAo_&9!8T$T z->9l@2j8iq^lr$p!<8a&~U#H z*19=Q^lO*$l6K*R)+b$W2QT8#i-N3u^rfKKD>wm>I816;c28OE8~JqcVI!8A(-4}4 zGu1<0FsdWOrv_A<|4hFsjL>qALWj;q1s)y=Rdh_}XH+HYvEWO8kLjBK8Y4(`_!p%V zaxG3V#69Q@F2L9aE302aHjhch#I=puD)cm;n{?9Xc-7I;Gps{v#c0+ zn25-4a^Fe6>I3(3D8zMts)P)5^4O&G=gzDz`e+m)zuR)q(eT(x;m+R&HTOsh=?G zjY-g6$SI$B7Wj-7ceoGqfYl{wFCJ&cKxPZ}A(Up9FGdM=$MOhHnG$fu&IAO^+>_9u z%BJ{T>Pw51oQ2v!=OwYQia7O7;E}fA@k;p~-GX6Tyf>9cW{juX$xk%4DPr3qv=B<7 zBR73D(9XG0eVcA_8<6eh9bT)_t5B^iznw*ycVJ3$*(<9%Tv+dOG8}QkESbfS8?E+S ztbfuRnwX`l3vqJB(U0AS%7pr~@HB}YEZU@gRk-K}@(TtI-o)b2 zv@aQDMT2*4wq?~R-<_ZHzUkrtn)^LoJY4&ppU)F1p~|#DLnox25}Wfi-L4gHlD1mI zvodn|`LIi|3=!fN7DfZ6br{uyYiT<(*7R1IR9$g<(5g{UK~W@RW+g+U3zzRWXlJ`Q zXx5}fD2OqtW!}(U$X>5%QO@pvK$~7bH6Jei&iZzRpyrpEw#UMg?8G18A}w@9wjwlm zqv^-vi|Zx=>i2K#RcT^8+Yj1id?L{Bx6XgjZmR#nl6FHpUo4D3Jt!T2G=41MToLgA zp}IV5TZwfRCj=}JAky-HzkSD3qa(saC|x86UB2?wSFukb>Mm;s(n4l$|J4p_aGIkCzmBgRdDA{N1ZuPTPiNc2g`! zu#e0S*>Do?L6ujrwy`h(;AWqx-Qj%8)UiC-p`;SJs2TN2nOKXJUIt+U7$?t#%euY* zKRc=GqMqO>Osr?nwtpzf`^D)uAEvK9ikkkWwWk)f8V(|pRHh3PqJTc4vz@C!5qy3> zhaVw3O216-3eM^`R|TA-h8SFiMGiJ5~m%(C%Ax$o|Yq{mGSG4>)ako-o0 zv1qJK9nzP@i}ZjQ-1L!Z$lALYSE1LmJ)vdk^)v+W45hq9ij>$Ad=Y4Bv(zsy?Dvzh zWPJw5WIdgKOzJZ_BIvLa2oDW`)!oyatG`eLo|XW*tW?kDAe;ryAmL40FwO!bD_oZm zjW=gt{W;Yho;11F!%uQ2MU}~zBzdXA-tS`Q*7s9me)my-r}Pf;Ry6z#X?L~?vjVq7 z=z(U|@S*X;^v6Tq;Xx)X8B5;s2WWFI#}yJ3#ls3+2HT#Nfr%2oi7`bG?UjSoFZqVF z1m=t zXF^Bz4iIwqknP6_M(K#Rd(Skq@xvM)XI+(WkNO#o_~oh^D$^*{6)UNeL?JE<@Y=6G zRVAU}L3_5mJ9jwgB+kS1XcRjqBJG?MkUMMGm3QNc&4&*1=AscU;VE<6hjYiHCWz) z^}2gvBs?PA$x>Tgs|E*CwuYd`bWxtZ2W|TGh;#w6(|eB~7T7|E7q=Q005l#3cc@CP zY_PExdAsjzY4p1uDeX8Uz(C~=hqh>DGV2W^;h`mAM15Y3WEOxSpR zf!Y^!_ZkLAUe2B!*CROFp1dOQn&8WZ-7)SWPOd#)&1()xxd`dy}2 zfxOUVv#IaVYocy7zo?|h%O4n@-E-8UqXy(ZV;M9B$N2o@VI~8rB2Ov8&_KZHj6bok zkgIH-_sO)G?2E6pd8hd7WH_waE*{J7TjFDp%~?<)JCH6HNgRrCv{Jn#8hMW*E^q0U zN3Gq8E{%TtDpN5{FBYjgfrf7b;Rgoctm1(&n9J?g#!pbnduWi3DUrHAEgQ8T zxawP^1;@#YUx8n#2@$?TfPz6iPQ4VEKHQKex|UCY7*7f6?Q!G{~0ECW2Aq^PWyF#%8&uso|Rd z<-2t=O8&;fwm0kglq59wAjBP=KP(-yVjkjcSq6iNUfdA}gfO0^p34(Ho|%gsL(ge4`(WY;gY()~GKj`nj zZ@v<1Myq{$I}FRx!m$l-nLW^L@UXChoQpgjw#d3Ni-er|Q+f2LI1d9(VdR5F0W0^37QIql{jtf{ zLYpswKJNaaTtp54FAD(IF~05Jw2!yR7v5>S^$>c;>@=$Muq|gDb@%fh(gO6U69A=xR%i8T zNJw;(vSnUxA+#<92%;h^jA<|iN^%_sC_m>)ENYx#b%DsNUaa9@FVnC0u&63b>u*3G z$46rmmL$yDEbcX{TLQG+0<iVPzUXl^@?tI}29ZDyDnT3Ol;C89Rl6LOGLfaT_RQ-j05LnazY|-p^9k%o9 zL(9B>ZR}97k(u^wPF6v$V{Hi%LORVgWS^i#ojy?7ok?J>WU)7_iap19b;~iq&P;__i4oHL(6u>K&KiPV^@gX zOKVZL_)=hXCIKgf*-q&Q@UAH3mIrv!Gaa_ii(PY9TB?}fhcwags4$eK(HW1nhIj5 za;?`!^kSvNLWy+g0s=NfP>6tlbfpCl&;X(|`DgEa61;lv`+oob-G43CB9P>qeP+)* zGxN;sy)oa=3HTo7i)NP%hynISYC6G>R_$a zV=t^}*4n_xJb3o%`VX_D^e!wqtUAAb_CmjawF^}&kA;6%?cVGj*dV_#^`o`U-s}ZS zRb@MqC%C+g^gM1l3yS*B^|!21eR~nr;PXEjSylJFu`z5kJXGK}KUd3Ptl#=Y&mgP?BQ(=ivY+fm9- z${fAxR+I?478&OmCltrn=vqcA!XJNf+HKHwdkuzN=s=2w(pt2$Q9~)(6*e!S9S(Hu z|Md#?7Z0#&K!*oYzgl%F2aNHc4Z6eLmH~T5sCd26E|6*U^FrPDu3vL9uN>2ZZ7Xgb z(`#&JnT>$+>{!nN1E1h)!oDNItB9_71J0?_s?1Y?&ACLs7NRqRwJOohw_d4%cCe3D z+Zi3Pp{r;~bK$jD_M?Hh-BbJOdp%1lJ`IH@RyOq3fqgBynejnm4E})4+ENUu5u>Za zEzu5pqN`K)LN}qVF8Z|_ox9u?tqS*&oOuqm%_x4Ypz&x=z-whbm{!vt8y)$unX-RF ziTo)%#^P1OR}DrdcKGZ#TRbmn)8lHvwtWTKap;gE_=V0vli_`;!$%p(x%t4xdyFo9 z4Sas5y}l_r0Q#q?ATx68;NWRAF^lSeqv$Abr_*DakH!5>d($G%?_XNKyz=jxGWx%F zU4O6nX^~4sVa^Y2Y~?=H)yIWB_UGFE=bcWoP^Xji@o}H_*H`@s%-c;rzlsZR6wku* zr;+Y}CjDjB@r2M%eyq6krK%C61oF;zvqI;mF}fU8VP}{21#WPjgz%RfV-QGU=$%(I zPumb)m-!dijMZuB+tNjrnU8vp6qPR8yLjU3(nUwFgPbce+$N@@WlsoK*Da2N zJhFxMAUDs35`6=WVFZs$_bb6J-=Z{Gt*T9(egYBse zP0ate$zjrf&rcmy|AYr|a8>LLT)0*rG%RUy`crh2mrSb{xeTZgI`z);>b||`fL0%g zA8nLKK&1EsHa`Xd^AetnHwRhX6wiM4C!KTS)i($I6Z#3un*XLT@`C^I6xZI?dX0?# zz9id6Bk`xTI0!5!&V*qd3X2$S?e^z&HSrCYhXfBJrK_&oc>)&7Y zQ)%K;_up^9hml%;4d0Dk5R}bJxKTa~6l~0@yLQqA8c5USMp$&FSlKu2_F24W%G-+8 z*wGPiuJmT_P5LmsIe`=$|D7!zyLV|0GM``7i`bG3@4^dYKCH^yzZX5Wg2Pogn$;E+ ztZ(n_==Am%YvJi)iu0Nho#`@>O%mtUSXcreu_ZPlnetDMr*n?*svG`Bq4`Zd{Q2IX z@<)G=z8oF~n}5I_dx!T&{U@`KFwale-(Yil^w)S^?)3yW6Fxq!HGqyq>x8#dW;ku-ARys~ z|CWWea+GIe;k~YV2Hc{d$FKK-iDL8psuT_Q8VbtL%G*=UJAbJs46))*d};MJ!Hk=p z#@Kz4HuIi{=Gv)Dle&>9@{=6V{f^){r|!q4C!*b-xpaAaG!T<>6`#xOloC9^MhwQs z`Rd1#`y&q@A6lD2;U^y;ppBjKWZI5N8Sny;h&0EoQs*IWMQ8Ej3Tg3l#u;us+p z%%ny_n<|ckqA&L7;YJb>wb4qq!3HvcT*`r5uc#S4^kVnuPL-71;zUBP? zcMbYwMybK{Jid%IY3QB%l@DXqVjcXNoZs`b^mzB_gcWI@(NGr4(bUXf?DhjzG3yts zgI8^ful~LI)*M0lFVZTazFa!qow;9~sGC1J^c?F>vK;oESLM>IW+9jOhSr`54=m^6 z%w3-S$+b73va{r?x(UKbZi00dnig}PCT_wwXEZ>h4ZAhZox+=VwP*}o&Qff-6 z|4#$`N&PX9dC=Tvd%zN-7>V;Ia?lJ#>cI^8m=AGpL*~^}cS~0l-O)O$x9-*&Z0kQ; z^Urr#-RA07qPFTWjWdz-AMM+Wq;vf;veb&hx*wSe zpE8V(vZEKkyA3jyY7%1gargq=xmNgKHEw&!S?@3;MIGeH~j0x!*zH`#B^j%f$C z!=Jm#dD(6>{w2W_@(5LkKy_w{97c3kou?hTUsPa!WQLOdNFs3}L;LIU0M1v?UHJjv!JC*?Jw88k)L7C!X5w*i4;qo!Mt*_78pmayjGws$sd@!QO zuL<#ZrFR-gMb1#+3_k4q7poPk9}|Yg+U6{MZ6o(?!IkrHb4J_U&dtt$(P^+y=UJ+! zQ8-TjD&CXDo`ZLAALaa36CW30ojiUmY~}~nIpG?1UV%F~Mw@GqlPNps#Y5NP>-&&F z`m6_G{2t>ALA@#CwrAZPO{}p)R_INl$HNyCYv|qXF8i72a!r?-@l@}~Ytf>0u;DTp z_6{H8!;7sHoggRV%P-Uvn}cSgGxbW{+GZ8l%@RB?b0m(TnVd2eW&d_*G=p0%HS6Oi znjHEHi*MwX# zXNUgdJI6<7^RZ(a97*iZh^KGC)6Ac4Gv{+rzz*wZN^B1pZ){G)g^92)ihOC${0|ud5zeP4%PIEZE#fVkwL16Um(YJG+ zJkncRhu|;HWQpP~cxc{}M?y5A9Fm(N=m-d4#reCL$Ox4$4A^`Ji$`a=b|gMRr{l$d zH#U|U=wo_D&BxUCbRrwhc&RA65J^B_ty`c8qQekDn~aXD%)j&I?Fz7JQRIZC#5x>w z4QXuKHV<0tK=jJ~wn6ibZnzs`LC3fo4OwVsSx)vnSGXvPu9=_=stSg^Yug>Ct{wOs z%Z?Y=Zo$n`QSFype9DCREf_w!8w~&RohxS;XCRh{mdoDaaT)=E=K#tsO|1&veSsMa zxn>&#^E!sJFlNAi9|NTF=(2*iq`d8CuGu@3-!c})cwxrYs#b9 z$-Y*)(0g5rBRUT{R5FzMRPPH?iZdqmw9AJI4^i>i7_NTrJLo zmISGKM!sx)T)Tl9KA}7K#d#F;3m#c!|20Rb2`h9!M!-06Ulxg^ZPp(Lt>Zu?3bHIh zULd7~!x=-OXtRc*E9L}C989ZQyA;KC#U)I!gBrX>hc7Jp*XdIRTMPl60yK8n9)NvE z$BXzN;#SL4I$D--zBCA#jFjcC9InetBfYb3o_odI30~otA8t|Yq@geHwmjr_ngakR>|fJ3N$N@3}+>K5L&jI+bc>8g8x_lx)GJIcsn&X@6 z$iJ!1=c?W;(ud2+@Zt^KFyLn2>uwLxfHyNa@j)17g$Ck#fH)fa>%o%^L7HrC7bPXt zr0su+KkY+xX#?KO1XUURaiZ?+9GB@zOY%md8`f_j$?(ckT{yNd={&4sK;W)A@!F>R zqIxT&&D?&6N+BvImr1@kKYx6ks_qi>#7gmoaR#7x2WuOHU({jWNay=c1YLxPlaglZ z!8u|UThKN6UvwjUQ#b6NEr4+`vIUB=5OSVM2W6nk85$==gk$3#qDOgoqN4JQM*mKf zBikB;ya-tW(6!=XP)ZbzDe1zrIg{2lr4WReP*S6gP3iOcC0LfNKjjV-6QDH)vBd-4 z$RR+Ji*;2qFfRF5ir(A8oNBJb1 zV7J1`ifkq9!j4X4xH62+qllnjb9?5Y_z@sy5=WuQ%03ze9q0q#%D!3SlXe)L+sUCZ zOn1as0!XK2k=Vzi_6Gj234JVNQ=8v@?Th_@zS;K7DD{F~TYj>^p#}JW-Prdl{VHBq z<7~LGvd?@tqG-LR=)ykR5DluX^ecS26;G0#*3eZ$Ob26#nprL5Q1}wr1Dii>Z7)9H zi)UsMg$FO|Bn-jb8(BPSudScg!@oa{!;?K)RA7}7GZYYvNne8u6hde|K2`vE@kf93728*PHl~*J!xEZE7=(W@o@Dh>~r%f2c=35y<8pv1g zb|wcQJ4l~L{tO)N&tC|)mH1=u^J*v0HwD$ZB)k<;$jK(0nd3Yhp==>I|Jv+`62odQ zHErWP#7~*4@R7$+@f>s~IR>WjOS(ntYd!zqD^cxOQ&!&UB8OdMr`kRv0jurWguCTY zu3!%Qk;s$N0%oFF7pO(J%bZt2D9+~J-APS-Z4q{*oYv4DWa^+#Xnl!a(WX?mbNN*QTc}u`ttkg{RYe0O%(CIIy(WZ_e zuioc7U0zKyP(^P9kE$pSibGiQgF%G!fyd`t=Yp$nkS>`@PFxSU!d>@8I4TEeGi(43 z(n%8K;`mH#dZpGCMD~IJoVB+N1nwCU`CFW^1qM4Oqi3;?pH7n)ibk+)h`F@0bPTo} z`1%=Jazb4B8CtA5eMlyqQ(&&R;+p@@qe_Z!zZn@f;EVOO= zkFuv8yR1>a56^&pLUt;Sh3P(S)Wn%L4|pSnF2E}nzn!Bn9P-cX`DlDBr??vi=59W8 zG#y=&{e#~j(irSQD9o!ONTDfCgLn892@Gx`hIn|+*gM~ejp>{m@TLV>FQfZzVxEy@ z1R7#STarRJb&MrDn9NeOYVi&{%#5~aCu!}5bdIZ?;-#S6tGj%S8Uj%1A|qdSl5Y8# zPE7D}x=l-_zC!BGDw&#ntq_%QAap9i(LbkE0gJhww{qcdJQXw3E2^-kq10Cdb@rj9DUOof=+c~z`9{MY4}w=Ro7x&!dJ(Y`(1TQ~ zmL7`Vy9Ogwv5(Yda3WoXov0MU>N529J28ixhb0;pWgqIOc&k08a8;oW9C}NR97nipQ zdy(Rc+|mbhtd23oMIJj*Dgv;7-g)|;M4NJyuM*rSGdN`Rv+^@2x`fl5&e*O^-j8z3;?o(R zO{==le`R<~)kJrf>>PYbcg4Uk!VmO&TcQ7GNr&TX;EFNbfAx9Qs;>Gi)Du#YP04?) zQ{aFfsLgo3x1P2fMhuSaS_p9tXWc}XQHYtWDj&;yFds|6e&b9E8mH7OAD91fC!)qP z?63M0Jm;@GA^v;-cH9SR3QypSlx{8^c+~_`KgffUvP+Slo7i%(+}r_sIJLgEF@Z=^dN@`4-m=&1vlp+}6QqwfYK*8e0lwAW_WG zi>NmE>|*UGoXmiYFQTbPFW8A>?sVEG2Itg*t0w(}c;Dj5VQM0BE1H|@aQiiIuy6_9 z^h@H;krC15Bv$&>Y15L_i?R1>@k(UWSPLXt$WFD3qcI40rIN}B*+kUGxX zlCbwXVmcYhUfB-P10Hw;XyEhgIi+t(?_&-o-)8yC#VG4y^YzY?V3!l)_yxy+At!C0 z;Wz~W)X#CFxd~0?*kvaE=HXG^vg-?GH;%>1I^C%JjAOglE$=+>_S+ zC*9aGvBC(R#aTK^rFR7`DG9A#=n>s8oMy!^^4horNU_DGG@xis$Xga-pBoEf*I z@wsjBoSt5DgL^77ITiK8g0ynZ@7DVe(%S3Vyc_}o2jY;v+?Qr>kg}UIq`D^{A_>Me za16FIZs~ij=P8AOV-^8RSKg9lA5^!?k0W*@8k;Nk2$grHwHWNg98A9NHRb11OOc44 zi^XkJ$e@jUd>v^vXSqVyM;(LvSS#eyt|Phv-RARb({s?`BJf?Y;?yi1Z&a`ZdtN$d z%n0l-oK-ku$K#3OCfpST(D+mGY3@O<{l>CaI?{RK zXlSfd{kqQvs4|pc9~CKsA&9?^%HVkEspRtsC)_OGU=o^h!RGj=w0Ct~-~#HY2Y zoyN0R6PW9ob}NH9Yl^N6Z};Ybhn|uw)^6>?u_UmRj4+ih#wCmBGu@^fuMYy>Pp>(} z)lTy?;h1h1OTR{l5;UPyMY&8Xp7&NO+5jA?vy5-eEPbbd#?QPIAn~b55M!a|j{eNg z%FV)t%qZE6Q*MZggjXB5m^N_C8Vn%fBW*GolRkN62ISy~1zly}gQw`djQksItCESt z8E@r@2Xk8F2aObXthEVWaO|+d|9nb1PUTY^f3m1nD>ZZ_ZqH;7v6mh>^608YG1waG8ufQk{|jK(_LZ}4gZH1KDc;8JeES( z-D@*j-bK*48b}9YkMz`}9K^vy!N!@SX24OG7s68t2HFNcIA+%J*>?<*v2$&fKSEcp zPJD;_GUvj2O)vhw$_^56e>}ahWU3=>N{G#{`19&45~#%9#VI=P(#)?mvFfv?;o%>9 zGfRF;PB5Ovd%lNemr_2|hEn#d$Oe2%n79&EWyoUem8%ourj@?KPv>PDAYqAJZAe#FWL^Pa;OOfwiDt7>A+C#b@Ai*DK zZjaA>4UmXDy@PP4dglufLn~k{>^LgTYE3MLmtf%$aHt*n_f->;w`4_j+4X{6n=j+U zPPZY@;x!>qq79GDa&5_F? z5ftJ>+)iu``zmR(#$t_F8RWFX^Ae5(!>3U98@=@N^GWb7)4kw0N7|%LbcU||7b}`= zS}7_kXXIzMPfSyn?+Eg5K-?}T_O3g6cwWIpzzgO1ykW>G_8j^{-!ld0;KdtC7Sn#` z4SPN;FIUmUjMpRxn_zdIj7P{FRVP|a_t=SvYJ2-9Ox1fh;b|8p0g&&a?nJ;3+MqFb z9?Obv*qCCnCUY`y4Fq20)>F({WI2uKt$?oeAyHyA1||BXkt7tMgA>Bu!Kg{vW00vP zRyZ$-dEwLcSL3WjL6gi#OkC^-8vLg=Gq)zOP+4TC1ET#ggs-SOy5j`aQI>%!1@;pF zUKZ1MEoxjWlz^LorqI?ve+t*6!$eg&_Z?lxD<6bIm)}F)u}8;N=!yKl}ufGb3b}zxm?V*ZjR^ zjDcCaq4Hhbiuo`aCsGj0Z|*ydF1 z@)BR?zFi*8A_J|a>0H1kh9|P$cU6jG_lwN&A}+#>H4faqQj;&BF; zAsCI}stl6XMYsc#Ck*O@URb?bd=G66%2Wa5Tkb%hG3Tf!(s$0Lc{US0#5VfUEAK;* zUR;J@l9w>p21oi%##@DIEA+in_XseD72&=>mfT6`RZZSVl7z5rwsP*%tvDs9IMZdf z0^LN%PLmmxFo{F}A$^57?(2y?MRF%_a8z&rZ{d<^dr6=K%)ajfm^H?6QXtp|lg_l@hBfyB1o_efr_%!@KCyfZ}nMTDZI+Sz0zg}&J__T6(E||)*fu>qo zS+_ipU_-9#v$IEEWprMvfZz|ghZV|uf%Zigv465@nf(!;_x0;u#i%*ybHTCkif9OqNhmY%lBZ*jEg54lHxeFuNDw0Ad@nhJSGtc6*7{UOvovAp`Zp1_uZE#Npx%c27OtAu zojvvyx^yjHs(KsS*&b+}CEtzFIr?7g^cLa_B#-rc^MDz4{n&$hpU!#Jsbos5+JqJC zU45FDP1qcC(ctf#`(Bu!0>Gn~Q<2Yy3d!Hw^p8aVDk%C?>U@=l)RQWM<>i=ph0-rX zcv^E9W}WLNJj-`5iDZUtjoPT&q#4r4Juu1V`^?gbGL=)Nus8G$sceyWan>Z`q}NB4 z(?x98&Tp@rIDPdRy{(6PV;eIP|M*^=^w92n{KXHSG|ac(@Yap$;+zjk)>&WV>72Sd zuwB9PUh~-k*>m?B`MKS)=^FdL{UMJ!bl;ub@2#>Br-^e|!Mm=v^#>--iEONDs zEq`}7Kl=W4`IfD_tYtpVk@0q(TI_ISrMi!9MC<${wP>f6w`!$!jb!AzrRYUzr_WG| zk_`^Ief@xS7u$M2%hmo6eexGs*JPE6vhKZV%M;z1tlpP5*lE7}PWJcwMY2VVPwj^GmmDr&Y}@ao^c{<&O||nUuaQJAQbl`>TvE`606W z8C~p;RjKkNOV6bB`EK8RP&vKPWuAA-!tuM+8#^7Z*D@n#`sn4Do5y5s=d9nMsmzm$>6vligJn`=k-UEJ&VV@`Gq-=qkG`necg1ET z+isMnrvLYoc3;J-pGEdf^fgM8f8<{CD#IkFtw*!3;RgF7ce_T;`gYl(bT?+~fsx1i zR6~>ATAwfYx=pcs_q-&>w{6Yy0!LN>89rG#rESpZ zSEFTkwNZUJ$N6dYiYv_b;x6{^*(81ZJ%*Jhm6=ePt)QV7Xk^dH| z=(~@GHBa%jkU;yHe-QC?KgY+F-P`ds_%072OMs9YetLF@BPDE9d9^5S8rwWU-5c_! zbc14ve@%jYQ~qrgjF--rKVtLRUUyFi%kgAi4pWL`n~<|pjN~s!_g@uK=!_~#_9fyJ z`@h5Mrybam-`mMNu1WmX(4L?8T@Vo7r`Hi}&~xm&dY@mPXM$v?{l8|)lmC4=mI~~& zUNz8T%x%0^cwftm$=5Kj56uI*3Zf1>ZDChPN2WFbG&F5s0J-GhKKB3AvqPHYqB!fox#qj1AE%YF0B4gVr4YW{yQ>IerEY9y>J zs__hbXIhH$qGcQk0y%cr_84*{IQB!2e}RDwxgXL>ZJcbs--Ol+extA&^AENxf`$H! zJkSg0t*S1qnA8FVBS@5^tjlgubVc9m(JMX zF&2}Xu`Uokz6m<8WdXA+F!~+6P?xUwMJ>9a#??{T$EbFf!%@>V*QKu(MNi}ebvyg* zyLNv4!F?KAw`(kT^{!pE_{HaMb?;e={RucNN>>Rt}BaVkE`<9WP704rZA9T(9ZF?`> zxzGQb`AFF%2hjSflWuyOM!!~?f@AI^mDmME>x{Xis6o$>tNiu}$(E!^Y_7{)C!9jb zFdi+&1X%SssVdU6QgxbzStxkx0cHs^Bo{r${V9UyBM9w6=dkwTS^%sH^=l;^brmxf z=nh+kZ(&*Z2R3G?_>CYuFo!k0awkgg__;%4SYu=R7okH(X-Rou19U(WdrW6`f=A?wMzDmFA$Z#uc(hP>x%O7VgX zx}RnzA&)s`mlO|tK`_qdo9{bKcm|fY5;a^pPkw}Ov@cZ(C3)$WaB=+UMWQb&IYeUiO1WA@NQ_MD~oJ^5JIb5){Pw_}r% z^UX2U3=IXh@hFk_&+aR4@RIW*Lh&*we>ZOXdYt#4Q#0coyi$Hj6PJfsbT_?XT~;hC zQQ^eE))rr#o--XuVD0@UJZLh`+v$vSO3i-NE{NWxX1zw45gX=hKBfkL_|#sS;pNY+ zS8iw6w*iT?YXLo!xz$0L6m>c#n9aw$L%)&>p6=HXpSBOHP)7H<0>3#ohQH7wYjA_( zpZYgp>P3d(J=Tm&%$Pf7m%c!2kC89RlN4)vaGq4~yPU2T6AcOatTvj`7AE-0u=El4 zJ&bK|SRZqc0TPwhFHoMCuM8t*114T%81@@~R5L|ffi$<`C?24RzaIz5OOqqe!7<&BbT=)G+kq}4 zS85R}G@E`nK!xgRwX@iA_`4Q*bE{5m#u8FANGDhWc0w$%VpPTm$t+1t$kP~)4tZQ# zi$7O31-0A4%eJY`loe&WT58|Kj3W#emlQzvwDb=XJP@que%@6pFxn03VVOm%(NaGz zXNNF|S8T1*r>>Pt3mAy69B{z4WUF2nwYacUHYwJ-?tt&(Px?)BqD>elJH#c0t1%naCP0V$~}&K9Z$`X`Yl$Dvxs z_9>}SrPj>BiT)4j{OF!0nF==l$?m=6*|H~RPgc-2MuZaQV8E{Zm^fy0ckQQ%KggF* zzl9nnd{;P?#u~)C*w_|DT|E)!?Pr0x!HJ>G(LOjU=)$=d**-%NO@Uw zp5-~ccyavN*6kMQ%y>Qml(2atcRu=Ju)A^Y`xil%=AI$)dl5vTY4Sm$VrYOL&pMc@ z;M$%!tIY$h_mSdefxe@cEuQ&&oy$RCCLBdfN>9D?W0@EZeMX4Rz>iPjpvwp@-&Q(p^njOMgK1k*gjPhBbVJ-NwbVhJs?!72B{~ zUzxTAfKmP$Dt(p(O39qY3)^4^5%xVVLhEuC-9JxUTt8H51XSyBun(b^i`?E`noxF? zBbL%WT;b#8f>`ZgbOwjHjL1_Nz{7)Xdy_TBVE^=8)mC2y%mR6;8iGXzHO--`t-yr7 zZ(C)iZCz0!=J}Bt4>AzL5gvU}&!4l5CJ%ja0@iq7u>L$ZSyc){A%Da&N}cF}r#OfQ zLmETSSmfGS98)D)WKWgTl$_({HU#s$uA|nGZgy-{*+HaRU{2##1bLaO1H3_)w#y&a zks(su>^+um4QR`60*?HY=D^FwNVhV)KJ^@nj?QRh<*dMe28|=OD>CiBn~s=;9Om`% zCPL|&s#t1!<7r|5{*8QWHF6MMPbb)xw!8B;I}J6<{p1l9#-nxQ@ZeRalMhlZ-d1KK zvyL#wa1|KgG|l{`P80?)SPr;}uU`(;iEXB|!sR@L6|bSUu{v1d#AG&qHD1Md-plT- z0#@z~c~{LOcpWM(ND@)jq%nd1^+YTqRtnpFwbP*;2`?K-z~Y_f6HVHF?K^6;n55Xm z3b}3PwhPyUA>snceg=4P81|#`&clNj4Urmw1y^n9GRfnQhH<2Rn=>sU|9A{4pjw|(OyieJU*ew4|h&- z3!QTxq-V9ciNzqPw6u#v^^d`6n+10{9wUc!*KHqa5rN5Zd1yRoW)4eTQ59BYyNo0SgSm^(Xd6>v8i2>#h;jcsb*V9v;~H z%J6tI&*|Z-3+TIM=7`>Y3}P|TgR3W`j$Gw(Im2GuQPHVlnpOB`(*s)yXzfXUxUnt6 z>%L{`;{CLUfxgGE_SsLJrr?r#D#M=bV~#4i@i!fL5B`+oo4m{1<)=)(@Yg(Bty?4`Kxi=*?Kx6!;C z6pUf7#Sk%p^5eJ-x@T4jBdk_W@Rfi z_8bD`AaJoiZc@2TgF{}A9>EB@it+;7y)7tv2OA>d9R&pRSa9<1FUaKF#Qg*iVaDZO zV+@TG;Hk_vm3%OtAf`iwYsM-Ef~9ual#a?7?<82{6ios=PK**{2rKZgBo`@Kh2gsd zkD~9TCIZ8SM!7BxzKoPctHjHR&^O8P4*$Bz)ez3hm z`twA{E-Yi!Qt&TS@(k}Isc2CcjH^qFDZb|!=on|! z`zpK<5Sagjw+c%Te_+0yBQt=fz=7H%&z9??#Ifrm+L*s;+yiUeqbDd^eYw180w>1L zYJ?20rP?z6)@Dw=Gz{*XREs?x$B$VIm3j--{5*H(gw&_tDa}>oCjaa*JiLz1MDakp zp%I<40pT88kyCgXLQZmNub`0tV5wMEuKa{e2M*|vw1R!EGwIGZYT=NP_??pnbg=i} zyREnN&k8&dB}w$Ls?1Ykym?f~6w=9J6HbZPp06cL7IssC0T|J9)zM=qm`co-6B;vL z>v8n&SljGB>NrGiBUay?V9C2< zUi_55LJmhc=l;|dQ{9(Qqdi^5&Z;t4w=Grv3W*Ll*Et>s24bmjRc0qUrAhG`o|GYR z83cSXBf&KPMUW^OExbXHm*cbcU~;{w0-ji|N}$St)mTtmsk$iZ3z~{J9Vrqk52Mh@KYl-nchpE(fP8Jw?Y@qPdT*c zCH86MN}?}eL$kt*6DFI|?Pj%Zm@)8;M6DnUvIf3&orQDd)pVkgrG=245^X!EK#-U_ z*=Ge@DQ6dMFqC9Z)#d5#B4FA8r z??p!1t}RNhA^ag>%C?!6cW+!?Domj1E-`cY< zLd@d38g36}^Rss9Umw@J2}{^@KeL)aCWQgkdqRX6 zi5(NAOwZI3eue(fN|?gU6k5unjg+PE>n``{ImUQn1*mqq{IZHfRemcgyQ(rT;28-M zlwGCE_mNP5kvB+5n#`$+^3kV4fAF+Dh>~7AXwlOcXv#q?e+?FD-qF!_C~l*l9Ta~* zcz;(0Hud09uv7KcqxaB#Ir_fpZbY@p_)BS4zFZ#&2z_7qz5)oRN-}~qsZpe~)wVN! zF`jjtP=g=g*}exJCMHAjt!P$6X12jc7~m+#ihOSP^nQL%?4?%@$-)u~<|^o%&l!XV z(m)sT4T@HS=1c#9faKBC@OWn?mAg7K!M7yhrfM007t*%D<|@tFQ@jdkOX+)XZN=GS zaY2SX;>`Ze+^E?5(Sq|*GAFSS0+~van5C}0s0cOAvdxdSnjX-~b*_R(1l9PJ6;MnL zlozG&{nVu(utl7v5+*Y;`##llK)5`i1?nfEl^!vN3_xLtBZu<4RNaLTa8V{ z(ez^lgXU9tL_+E*%@4Vmzw=G4a8X7@c|5VIvUhKN#y-G$mY=evbiJG*(V`zgm9j-c z6PZ`>gbI;d6nmyU$Ql>Z1$6O+YP;}~s%j@&D(V0h=cA4=`JNlM+i@99P~3pF?PJjo z`^}k9LKX@&moX1l%poZd>n>iNh_L3(0;2Bwi%aD2bSIWv7c#GkR<0+@Xo^j~Ofu+c z0Zs=z#x;czpcyy+^-jF70v0&r2t9_ys9mJ_dJ$bpke!^)H9bHP3*pQAr;jk>a>h3aqviUl#G%z%6ZgIMvsMeNnk6}| zI9UC9!r=mGM1!E3QU@UFTxVWXM|n0dwIf&EiNl??8Eqp*{dtO8HFDKbTpgKZ*}{sB zzTb$~foH{l@j8pIbtLggM(Jt5(_Lwl$%dRPy!?}o=}-P;lzziO34hlx&HUV&Oxq5; z(I+b}7{Y~OQXp{h3l!RJe=;bt+JUdzYNU{Zp=Zw9GYlIdbLte`;%t%)vk~bp_D8#( zvZoPGRtNcIPSLO80k%~dSYGi^oL zZTI=>p(GVXNfSm~qh4($rQqI5B8K04t;ir;R{wMQI4hKdMlw9FFe*6rR&tlnCJM^_ zni<+%_%+B>#f1dtLSF0#jgT^>K_V~yUQKg!#c{c|&rRacAK7!vkyG65`oCy|@k}e5 zaxv}VhF(qFuT}X16)Z0mjdl}Th&y3=NGD9gjIPm5|I`UHp@ZYh;INR9YB!?h{PsKuT+oYSa8e8BHSOW&g|+35nSs*c&PjVi|YN zulyW_n<}y6MX`Y@iAh8WTwBxWN!Kfh_d*}y72Iq&?K2bG@(+O<73LyHg>V{vqzpKB z$LOH%CA1Z=H*^pB7iF6|3fhbmjWyZ_Kg6wEZKRbe09v^o{8KBJ?5bq#h8i9qs8y|&)diCPRCN<9$)M4W}xePED7@g|Doi@W6)ZkDu?q zE?%0ekw$pem4)~E9xrV1xwl~dw{G69fA0r9+kpQ?DL%u*cGL@#4gTN#af6o~Zt${v$$<2{K>id9qu0cL&10gc|&TNo;;P(bwY@0)@Fg_C! zGC$O-etxUlTJUs4B>tl0qN`-90harMXXk;2C<#Ow%)EqxU#`oCb{pJs!+7+$iAqfV zM{|XdVLC~^7x~<2zBgyEH1sq*uB7A6M8Ac1Nlts?h+^oU9k&nudn&DtTAKcCpC=Oey;CY+PNK{7!8 zu%10`LJc`tY|rK4RppQ(Z^k<~z$k=nr{6#+rIa&9HGS;KQZuIu>Ag-)$YQEZQ6#i; zQWXysFww*-_BKD7Wh?$Z{1xyxT1OR~ps&m`D6|o8USy8K*a zA^A%f8BtNC+Q~xmaWq~Kl+hM&;qzSjaJ6mP+=gX3G;&xJ%s+fRq`IV{_Q zb(z|Ou|E;8CU2oAIbfSbNyor3B)+e9syAkhlfm?hWW;N~CNq*b^QE~EMG;Pw)nCkF zpMwzbdEz~`ZAlauNn4>HVV_L zws>pHEL#Zga~48aFamfX4nh<~D@DAiT8916=@3OO$MFg0TfMx)z%h8la!t#&X7u@9>~=Z~JunDzF#^PkGE zkw=E${BVx=SXsRM1%_5{`ZMB-x?_eIy8d>Nf9V!kk6FRBrj?we?Yu$g0x2% zUS}Y~aK3hpnjU)FeMvJYiko8d$jHAP(4cUEtOXXtwo{~XZ2J$j|IQas&PK`-vw>8- z`=#5@2>wDAHm`cL_%5CE5Y+hj2rk}~1{KXHOiB1-l1Dew{kJT_e$`mC)Tmdr5Abt= zfyYc@bKBJVHR=$i1_)K&qlF4>dSZ8ciP{hpIEM zju1k5P$j$)5Dv3gEGk{kMEyb>LpdPeA^&*{q#24zZ!kf>sai+8n(@o0g!G0Q^qW;^ zjc1X14y4FD;IMLW-T}?(7TU~0ubAIS%CJ|&6pAQ$nOTjl!Ec<8KzN0^PPj^@qWn!* z;1)`n=cV*x<=$y?iT_1CO{C;)wyu7Qsj2|5uz-%Itl{5K_-i&z*erLIe|HeoYvXo6 zm?)~B5!$24=4(`MhiyCRb0L{V%8$9Ah%_N&4`Sg5&8OHC&gXvBA1maRdt%Skn_3Y9 zsK2ep)@>LuO0)rSIjO>DPBvrQTq0}&6S3~nb$YimF~A|2tQXYmMGu4$vsEiGNU{07 zezw*n6S0veM#&3_s@tznfdGgdn6G19gOn(-gfI77Oc4$#@+tCABlg29IOTM^!~-{k z2GqYMS^6;%#oO=BM7h9aJIXoG4_2vMM`*>b@`6INp($Zr`8u^Sv&Q1zQr3@B>K=Rz%hWrW^9$HwQUC@b#Z3Q3QUti9Jv-#DF9lK zxMy;KtI37(I$#mk{d1Te6bYO*y%UD=qFhM)z3oI$-_z;U#csyy7b>Vz(5iS37{ZqT z%#ODKAOyin#hC*%wIBD>=j<=%QIW%bL0ByyU`ULbYgq92C)u2HT$-Ok{ z6I9usVmm=~MW-rUt|%LEWLXv-t_)9MxT(sATr=WrSnUfP$bto^M~dd!mBzjRH z2iZGCzSC9a)3a=`m@;jll@+hnhH*Yxx{7tx*pKW(=3?tjaISI)>u*_@v?Q0q56MaR~LYDLY-lt z63t6KotGro4Ri}tZ4)(J^4#Psvp!&*|67d_l{D_3`;``@n#(voN@hIiV-zN|2MP0) z7CMljLyPqe(mB%O6jj7~kHO=}*-Lx8l93~BC|1?tNU#x(yP@PvT0gm6>fW3k$~33E zQKYYA_kKUk{>HX{4qI-NQJu*@v_EH0z94KO6$T{2o^D{Sg^>^Smf)$>0s36)1RPFa z*}=g}Yra0k0Vt=)b|VzRe+LYO{o<;fG<}=QNZ&Q;dnF7=LbgAe69D(k5_R$>{rIK-zWC>iwg-LQ995s*q;fhM`?5@6GYB{#vGLOZN^(f zBl1tAjY6Xp_3JryMv_eJYG3{*Jvu&Wt6_2EdD;N^$*>#!P_&P4A157)}H_Ssd?Ly z6n0O%Id)sdhWKH}`!-$4s=Ai6e8kp26ZOl#Os31G@+XxB=d|@5Kb+uhaYV;%M&H@} zMqj@?INy-3!EL_TrCaVBkR%(qb;YQdGLO4j4J$qOy_9%WG^3>Da7SyAAW@>UUJ)NM zruH+V}5ud%l0T?SGP8`Q4)DJL9;R zl==3foW8yb$zRrb89GaLYD}q4iafi0)9vr7HW_d28tY~i^s=rs9==&CK2lfv>)~;0 zZFiP0 zE?FdJ6u&ab*@bW zk$=_k3(fr!_9!azNZ;R^ue)q~ubDssUs8KK+Q&*rP_vDli#_Mdp)M z@h-k8Jx5(_pDC+ha(nU4CpYuL!qFi?yTYC5F^owjua$qphFI-nv)%~jCSch`#EJn{ z4rdcNvgIPqSyAClm3IpXz5nvRhoo-;J~)Xq)&Ue8CS?g3hEYDrvVm~%CNKj3^OEZI zCKy3o7$_p|*3l${;yj!a0ry8CjgzA;Y4A6{^hJiDR({UmV2ZucZeY)eL&m>CtR~+P zBR}1_Xm*&x-_UrE;S$`uh#)(g$qID)@`AF{p<1QV&8+PS3GxwnAr)mu-FoVik8bjm zx_yKDD!u67*!@yoF$bfxkU>O3Qwg?2poxETTfu=StLSeTLDm|NAdf^$!<(MuMjw=I5LhI zJ`k_f0ISlJRg>4h5UV91KoX1`;O=@xL$BWYm-LcM_a#pT3>VlN$1kIs15@^SC@eC~0* z(j{Mfl2o;hY8VGPPccgrTkDnQHYNSC^!3Q~vE|iGwUO2K(($>Lc-7&P;V;G&j-Nn8 zt+nX?6laAo(;D`p|Bfwz#E$asp6j{-K zxs6lqH!6}(8G3fk5MnZib%myG-=VOGWW&|XrMqGr=J`>7X>pM;?P1q($dX8&%%u%X zl{Yk(4PO^?HoZUC$}&r?sJ$Hv|*eEt`V^xeSpe^Dj)q=a`6y%%mBdY}+*2*tCWoj3r^XK4G=Q5r? zT)gli;iV-#x4$^B*WN2*8EW`t^M7+{ASx}xXnuQgWEEL`Lg#Q@ubo$VY)jUu02%nW zVr^^uSdu@q-tquq)hY>IiX%SZDTAaxC4&Cf$-IEYoP{77C~g^dahK4tWo6LHd?48 z-&_{op&LBO`RU70c=b zVaFoo!1#BC2Qqu{LJNTYYkIrM-k9K+bV*q77iT3JR9ndcoRoBz4LuTf`_mmu|<8n1d+Yq>cU!KbAS4}4`g}m4~qF*N#b*rr*m8=-qeVboLqEj zmRUM+-_~TuwKuzUKVpk2>+LzJogPFwF6n{$`X`k+ zpGY>NZQ{Ki%1iTS(nD^&h>RtRLz0t0EnCsDD`Y|@cF|wQxKg4Rr#)C-5;qb8IT^Hg z;du%l5sMaVKkmXf7VPMEQctu&`XsjQ_%NvTfRX6%I! zAv#9rXjRfet4I@aMn{qsOE^keoRkp1&vjqdb>FvVdY^ z!kr7dW=X+b6gTa+KzngssJ>w?36m5@_ukHUie)oYvUqfoE<@UdLp$6`EoNJhr%x4% zh-H)N_h2`kQ#xt+r7VWa0XM5(LN!ge@Td;m0nH1-bA+x9_IbVpEr3s(zlq4A_3JNF zj62BZ9=z*`+kWBQ-VuTwASj0{-cyU)=FGc)=|UBzInod;`I)dS(nzok=dcdfT7&p{ z|2`W>Z;rLYjU&9D_Ynp4b7#)y2@ot>YF4V$j_0q7vlc4$o_vAn<)QlUeB7o^!a@rY z!iytKKOM7V9@(d@X4D8yoL5C{t^*rPoCx!e&|zYf;PW$ZHb@928s?KU75k3&Vk}p+ z58mSC(X$+HWdc38*BKN!^RSc8q@|)L2Hy=hc&!T8&Viz9JZ3K3CIyK*?B`;s2~bVZ zZpC;Vjq9E>;vXs`y_%-FZae(%K-_=qCvpC>&yj64tA&21QsOP2U9mqB6mEkm5NF5{$-et_?@UCM3}&3GPxyVsCU??ijO zb|V9W_NcPzf{-=B8a%%UT8&$AqJO%g`c1 zRetEc$N2@WC|s$PYrfS&yRILS8Ic$r=URAn8x_iVlDhndK*n@Q1N$xZt^0x_piuc5 zr?(FRa0?+k7Tn0v+NiiEwTokrfAQRad^8Yqi1qA{=nf#6o3JM>1M z#<kICOMh0!uz8<2^wC%N$T(bGLdXKrhRmHs4iUB7=Vd zY^C{SZl+J>+*pPG#4^yk;Vc-y>G<1Fm#?!^Qm(`$)!~rE=k~BjU1okojMC~|g<%$@ z76(Y@L2FL_+3Tb{JN~{^dY^(C(<~GzfO1y{<$Gu(wdN=#hMCNn{m4<+O&{|qkRQlqiIujs}y=}IJ zIHUll5BogWAYM7`$8e@?7EVNVNNP_mEny?P zsEqiZ)ZDkf-TM-gzQu1f7Tujh!VZyndc2ob2#m}{Qh(Eg859T$B%K+`KIYu_#xtf( zMxtt|=Z&(%tNNlhOvx0E(Ma;Gdq>^#h`N;`a*sj}n~4WV+*A_Nm^uLWlQa+96vCzS zS?eh2zjaJxaA7oYtWGzrM?X}`RE{IBov9q8ah+OQM(rchs*x^~n*1~F7J1E~%Bt8m z+{osR{2g;-cYr`tZeR7srG41%Ng;YBS_3+u+=bj)d~VaSrP>VMAF6+9w3hq!01~PR zv~RKQ)w?)!eQXElFbWo-hcsqmYnoRI2qJ65`4hy0 zOHPcWs0Fw=>cLNU%$LkDf&iuz^-t?Z272!))EvS97(V`sNBg}Y(j&aqcd0t=SqyNK zpn(1=Q3~yF&^qz^ywVr_A*zK13&&#w0zb8sG^ABlD8^&L z?*l~CAdg`)MbTYb6;5-qit;bx253P!q(!`JkBxG!3Tq!w#f;?gkhxXcOcHCM5P)OS z6ekhxHAP14hD!=bFW|mz+c%>F;bAG|JDOYd#1&7Q;}Zfc(L;(a$FqsCaN&zlXPN?> zQE6t>2wfJG(gC$77o!iSI5i#`Kw`Fl>N@RPyS%pz3U!%;ET5&e-!_u&ge!~FcvaO zwHhLbYjZX(`EaRsNEG>=hmNtS7!Siy=y0L@~%#6R<5jsBV#HTwxDO~UgJr4MFI1Vvxa6>l&@P0GA7chy7JvQK;xA)4es(tYZ^;31NhP??08J@Yyi}tL3&wcA3mLi>K|>mZlm{2zeCLkL(4w z1a`N45{rE%)Zj=Ds+=y&wH$omqBY5A|-m{QGJ5PnzTb9sa zn?BByIpvVq0YSkm*k$OAEnjkHB5uyADPOO)N0r!}f?3~SCftt^Zk5zEbuS8-s}*Ja z5u)fMue@=Upeo3C{gBchj8wd{VAq`0yIdNFejxUEpF3;f{1Hwf^@FT(pL;l=p$Qs` zKiKvSb=kqV)9Pv4YJSzWHBXy@KMZYcr5%?;&E@hBhg9pC=w~ zjQ&&iPw^eat5eC0A!)PQ7I{14v@}H*^x_PPp3e&{6Z;Vr@Yn;$#S9|Q^7>n)M|YXz zF~>_Y`}`APRO)@>TacW=GUym>@SOf3A{cfi0X_GFQR;*7$2t5>K7JOP%IWl9 zPLT*ma{Zb-o-n$E(2Cjz1aT`=*yys++IXuKCb-?VraeCm923B6lh)w72Ta;-tTD9w z7h*klc5(Mw@5th*13ayG`^ByM|r>80nRwN5cd#=-F>!MqLQz$7kv z$XZ9bsukhE5Y*D?u zpm!`_{c5>A2~p(bKh#=tg8D#dA5$9zf#_PZ#cF;N_0c1VTZim*o+O%6eKvNlF1fFC z7@uXKcj-af?&S+mw4GmAb8-vXCe2$_J!up%)?~)2w5rQY2`^M`+9OEgIE}5&T5Bi* zS{b-bxX@Qb{vtTk-RvmzM52cQ_ti$iOuvef7%CiK6ex1nzWpjP;_=gPaCBbSMg!bb zHjR)5O(ctf{A`|Em*#+8?#mZtO8`Gyxg5f;%8vI~MIcW24ktg7&Cf%ABVPXU(YPXT z4>MHaPlD6z;%lOo8*!^gsJwEu#?0*N)SwH$n-mrBE{7>)Kp>II?Zj?kF}#b*FUjAyc=HXxTLn>ppcR`lrAD4jbZ$K{0h#?7-MrsAOrwkQsN$ zUMRXqX#OwnyCq#EZYY9?CVdv1la;nuC(pHGQ3l)T)CAv$*LYnx1b`)M?ujwFz--%GO{ zy_8aJ<>zHS3EoKc>u9iz+xOI}dClHO<1#l1q}T}Qn{NWUi^8GP8|Ny@$gR*nQcq!H zf5Xvx^bBeBK(wG}N6*Viskjm#t~ca?6+F||$p#g7{Xrx)WQ0Llb-mPjp>cmK7yI1F zV}N8f|2D-K^C%&@y&Xb9w}J)JH7>%Q?7^8ss9a~Lt6#Y83VWQWhoarfkpc?ru^X-_ zbu--WzI`0*p9e~JrE0w|CuM43%j$Z+aP@g%3Q|MH2Jn3}8zD&^86tS#O=w&#iroM$ z@gryn-wwSxq_I615-#S#FQboVYjEKVFOP=c6~_$Xu=UUWeoDA}CoY~~J;CE(-#V37 zw~VCg7>MsNvU<3_!IU9pp|Mr4OIc-S!q;ugIf*3p$Zn9Qc@k|hwG!kY!0q~WETodO z#*m(%$*nUVx`;nT=D^1vTDa>=mpA>DR>Y(sdeWb_cUF3$qTP91%Es=S^%k=k@JUlv z%F8ctfB#SDi>sF3G%?Dj;Z?x*Io;xv-(5w}4hWpT{}NgC%$70;NjqSJo{F+c01N;p z^Tt-&zMCd<(g%PPymZ>`?Y+5HT`S2hK&a0&FG1$64|p$|!0CUwoTU0lorEIg>PNp= zCsT}@A9t`4AYX0|VDNzN)G#?%pb<6SIn6Fd?{3XipA4Lq&y(DKiqawU+`C-CtE6e; z>xX4SxP+@{;wu;Z>c-patAAuq@Q0N^ zLrjUCxHHB=ub0gOol!_2J*B1lXTDo^B5--XjARcrtUS2 zYwVu7MkluaN#;jIKNtt~lh|ob!`fLA;`MSbwX9sqSzylHjV*ut+bD}or#PMnFRWv^ zBki91Xm}{sDdm+vSh3O1{#Eik`6WgU#ZwyAIQ1o=o+b~Tpq*}PE{ESo_8K$ySlVlkr0ui8e$LA9-fcmxwO|q{ z$Imm$&yeb!L~TxWs4zhuR-m!!F@kf@^*a**p3{`Z%?8LChkTHha#;sg^*9$uJ*jx^ zd!D?gA37nLqb7Zg;t!ZRHz4Fov<949_vU~W+}Ee~ko^_vC#(eGj_qJ_PQLwOwp#d3 zyMsn+lZ4{ieP$B_!c$D25|3FB2p&UWwb*FFy6u5uiCAoIxGKEw)Iz|eF($!5v5y`g zo+p4_F{>^tu(TrYk76EgoDqwShwf*QB#Txq#^8#~tjTfoX%(jqeS6LZVs*wYGrLn? z<*=w=)*dMpEmtSD@-Q#NO|m<*mek@v(2{!iYIj2>qXtR~U<3sfE0|NF;Q>#X969-7 zz31a)q-e_SRH;eVH>!B1vY>GMv_CH}jI9+5ND%I_VE(yLVUP64W@@!RThH1Yna0ak zvt4mgk0l9WAnyfi^aK_Xa~rN!0GUMnkTf9|na-3zJ9E*TknBAKGXmGat^p5yVy$ND zcz__A3514Z+`|c>y!wgDXa$D1eTstBG+=QtXKqTi*l}fGd1HJ_$+pNBh9B)e650IH ztIJOBJ1U_rBBlfmIN+FKdn5eIBKhdqN74xe0s>5}=$AfkNVT(l`P$`8CWNNf-jp^! zfgq5UFRlF!@7m?f6mmg=nvC`jh>s#;EK-FR7LbK1m{t4013S0EF-?=B*;4y|aYnqA zV%0r!xbD*`mru(0(wC21D!FKL>J+1VF#=RhP5L=$C-Lr%f?H1&Ei?c>=Dl_qF=pcY z3%;W{=*n$7g$PWKIX9kFp0*Vx#GYz@!$^DNY&8ns9*XZL8VIsB)RK{)1;v>OYs;)-&y z&j5t;_`y|>qClx3;>7x4SalV5kE#B8*EtCcM*DAJ3_$nCB^KIbCGxa8o5*hUEq_U2 z2#z1nW31zR@L;u!68ZlqzF)iM$qQmQ_%4iYA-@{S{fyn~oFh@nnSIL_xrswnj{eDb zaQQuX$cbscx_aUV58Gv)zLFwAqX1g|%M(JU2lk%W+ukPzr zcBkDI3Or27NSvAA8{1=j8j%)Yfb1ZKOv1;89E}M`JI@F(!`o2TWB`eI5>G;A;>S-s z7R~CWsEe4VjTl=Y`lPXm-YNEKhB*9&mfnLR3W?-&rbG;XZgsWJGu z*Q{it?Lvk9@wHHtEh}ZbBj-?J5@U{&kVrJaO67%*f>_qg7MhzE&BAxlTXTqwF&yoW zadee)o@|{+;y0RClx$ua^Qi2DNDvp7%5YG6T;TA$6;-rwu25dgF4}l2mAj+#q`gWI zrYUwW^KaF2E5+{-ptq)XFJia*YO+q#CAUi)EhIimIp?|TQ6Hi&L|g;$ryms{2YBlV0J8ryMX5m zY{Ta)229KUk@^hNPg)?pNPhOY>kb)@uOK|T(Zuyg`muv9!x;ygdH8n5DT4k0Pz1)7 z?zmyokR4pO$z|XW=5jM$lR5)jjy}Ep1Toor2K3DC^!!aHT4m(OQRgzwyQpxh`$p)t*V*3 z&HQ2gki5kF(Ks%)4D8cOoj`(c-ZFh2flYl=If0SjWZ@OGRxhr9<_6`IJCw#a0V-2T@6C7E z6zJ_QocQVPrZN3PU0$}7nRXjT2{GMz(?#fUz}?Jx{3BdkvfR{3bj8vv0or(afUTVG zu!C%Z#80V0YNEd3$Fu&I&E-XnWkI<#eGs>81vWMz1$fl0c|sW+Yn-^Wju3OiH)bu7 zmA)v-e}zzDcx6D90NLa-3LslIryLY%#Qk-C3)4KpeX%J>^T^KtNNg$YO|F?IKXUS^ z`}2QTE%{^C64i)~yJ60M{^ap`z9vU0tO7 zOA)P$NgqSZgvXr#@XL$mQBWmyeuBiJBt{LYe>Y7Kcebyl%|x0Jr#;cTX$?fkD zj&cCF4p*Vex4tnqN*+MbmJ2x}exi(;eeT>su|XlQ)Bhz$Z6a)O@cBoDWKCK-LSD`1 zHsrTtHiv>7eyq9kos?sYsz9Ll7Pp=0N#~{LA(Z&#W=vOOy*zI>9eo}`FqW8YL*iEb zA@gs~&l$HMWo7aTEFV61f8-FE2T-1c^k{oP*T(=Cp4`GDsHK-r;NTBj8TWpi46_!Y zSb7saD1HmIEChD{F6)UwY?tW`iWXMZeoJPVT*8rBtmOhCzz~Z1IJA`Qi;7mos*oyF z?@h`GF>7y+jk?H&?rcVI@R~{9%3L;z|MbDJi)IR0SnFG*yO=!{9xn+Jh&9%AuVEQi zMl=4(&(8o(-o#HRlY=J~;HM*_vSjyQDI2BCV=IwGKk2Y#x|RgYy8# zpAK8F<)RqGRcCo*8Zm*MHx{SYvNVIH_tPhsWmsCK1LRdU51L2hdA-)!!1@@|IW&~5^9k}TY zv}3rmqj&{~Iq!)bs5%QYwFo@2xcU4_ww5KoXg~fw%};m%^0#~%#I}X)L##p0yv8bn zAi88C1+sPD7HJS~yWX34cc7E$u9!mn(XEb6Q5Rzf&aBg)6=hz(jNs%*n!RUNw_NsG zRwPH95$Ri~EI~N^XMnpZzF5j&BS$Vzn_s{=FOI2<&5BeVH7ZH#Mg{8!6ryRT7%xVl%4FJI70dwXvZH`MT_ zkR(+pOHl(0iM;1YSP)5Sl}<%WUSIYsglfW&B2T7X=# zRd4J#sV|e4TgEH}CgPGrs_g+ev9p7AMHucJj=NaIJ{r;@a1x(PKyXs*7C?LBpB~q7 z5ahCBMoQ_%-YZ&2%aI^@SmbTy+&W<<5I9R>FpmSYpX1g51B#j{wpazSY{c)fES^hb zvw8Cx$l(coFFEnLi-KTLr#k|}3TQEUc};eI4rT}n>MbKBaQT`iJRVi(l9qEl=NF71 z4*bHZV|J7hXL%tl?{SQ3H%c#s_QgbCqmx|}$F??49ba(;>!kdocPDYTpoL`*iN?(5 z-tfTSGnDpRGe7{3hAf?duTnnbZ;#X$ zo8J(|s3|EqNUQFHTNTV==mm_*BdRjs`d~vWr@^j3F$Ov-Cox*9f2z)0ykQ-Wkgqb! z58H{lW@FREtm$bM*cea@0kI~?$^`FY3BJ7Oj&FzhuvaWhNe5EOy{#NI5@OBAJu`9gJr7_pf|yxey#>v8 zD<-cnA(+`2*-u_)MkY-`c{=J%UA{;x*|^hN?K^DCUGs&eEWh<}3^lrZz5x%K(X%}d zU0SU8&wE1BXNVj`#5YLi2Aro&a}05vEaiD20WJOKLR2Pd0JBdSzyNyPx>Sd++OXA4 zLW3VZ8-ps0G~_3M^{bsPU&MC1rhQXDgnzZiP@)(-f6k%D;<oXyoR;(BEY_Na4&{CN{;wLVdgKs+?s0*_3lM`6A~$qQ)h%^+OM9`Q z$i#X@%9x$_2^G6sHYK<9?s#i{mq1~yDmfM-L<2I(wWrM(N>xa7=w~pxVq81dlUgR< zuQy;jbZ4(HhuKuqfrhODEe8=_$e(k3+JD{N6-;kka zxOi&mN%ke!H0f9XD&p3Y!VqM-L-Rr_pz|6ZNF^DX?iKd9QHEU(d4k zVcFB09%P7$_;vHvR|bWUou?f1ty?@ymLk|T>CRk;`#Dj$-EeJU~^93Pjx zK*C6A58CP~u&>MRA4!;jfYMXysn#h+s09YB9q`?Py_kffCvCGaPalep$1JRApY=Pt zglzQA$%b4D@dXs~fw&8lNw0rhcBW9#yBu;RMrO|IJXv^DVUlM@Ql?4A9qP@E^ICAt zQ$O+ce29t3@0N$Xr}nFQoi(#pnNDB~Ans#ZyGF1%`#`;4(I5oBk@!aS{niYBGFrRN za032b5FORSkQ(lo2Y_O9N=K(%`hvMtmy-+#9Xew1=x~b!Rr&_c{(eE?dBp7?Ripyo zKakl8@`gmeSmhCiAoRf#2>9vb!!bu$FtiE_1uUCK!;0r}c}>SY@MKdS42w2MtVDpJ~;1{qXFJ zAJ)#%6xG}fIQ&sIBkgRSzvcH`M@;)`kH&AWL?0mqzC)UaESFCtnCndwr%h_{aN-Uq zOoLb;u8zSI#$dE5^j#S;sB!JXYcQa)@c}*~1r9`VfcF+xg_R?fhOMw6xfvn@3)0A} zj(s&>$}Sjq(4#{^@KqK+BkvSgYF5K4`J5Q#U+*4-ajK<^!X&KHn2Ajuv@GBmc1Yn+ zGhsY}<9yQnOlDirbBLEuq@53z)0fEXde2@&kPGicZ+^ogs|#fYrCinJrU@Qx4D~%W zFvyB^QThRg5rXP>cMjV}Jar$6;V0Q>Z3^o`Cr5k_Xb!)c2?4YCoTmmprw(;-lZDYN z8@Oq}jCbo*{2BU7ms+=vZ&3MnTcpD-<%=6e?UdLdYf`n}rE%piRn^F=z_PcDI!4*v ziyW;<^>(0V_dUVHD>_F}BZCM|b);CB;{0rJGI_{_Y)9x#6Lw`3UoCs)y@_ZTMHb!5 zVuA6c@*eNWx6dQUM(ZbvT-jF51$w?}HMCVt{A4N{zZyeSi_eVKvz%y!!9{5m)H`Y; zb+-?Iwgb(<5KTy{gnexYO4(we4m^H*JZ6onq~s^BB0QI$9~K*Hes8Nr1}TItd~dO6 z1ddfeCGoUV$i1OJm#5@`mM&EO;c@AUW$MO|!JHzgmRygGNGE^yoh>@I8ZGkBoN;Uc zc%M5N<0{V3p6+UE75J9n4~on(fIQ|&?|8)sim7<&Je-5^$Y@nCW#ic$SEbdo8rSMT zubJ;K#t7|gJ7`Yv!E+0wgLaB}SL~^j@KaL<*i* zJZ0>deNo}0@z%Ro={s97qhDf4AIrWbthUl%i_>6;b@BYuZ&^I-?zSK6i;q*&3-!0M zJ7Q6=`VJAS0E7JlwktoPd@>nepiv&PsZuQ|pS(=S`QB8pcc2 z^O=VbOU{f-9KRl0ApJ4dV6*W_t6%rejRFHus_qZDd6C9*yPfCvi>@^442{+ zGJ{b3@Nj#@-~Z=2xHv?IbItXzJYu(V{?jFk>o9eFtYRg89u#17d{x%__RLNGkY zYVb^Zm`*8)6}$os_RJ(p#Z!=*CN8y-2CY6-a@sUN9Sxo)-C(BQCw4YjgBrc{dm{{3|jr-%JKNY z%lklOP0LRUzs32@ay>TYa)w3@=I3O<+V$pqkmbwP1Seb(o6U5ar;svPk`glAC(7v zc#{>q3an+@OF|-%ez}=?CB;~Y%$C-Zrp?iwL;{U~tz+g=6vo|zrKe;KC@|3+{e?J1 z2O$fVaWD4Imz7HI;zJT^+9w=xaMczidhWBQ2GYUCS1oTWkuLut0^YIb3~qYBJk5%!|r^68f}CwXH96 zJ;8d1MU7S&;eJ}NxD|x&LU{(vr!|fk6jNl;CnQ_hEbOKu`q91f8gkU8ZcKs#Q%9&^NMk1deYomM|RnO z2&J?k3t0Q0XVA0=1{M~5g#JJxH4sQpUW{T`v~O%6QRFC&@-ACQgV5#x&Dw&-$lLi3 ziNh|hD9XX7AE4?8xs>?TA=G)NK4Tie*i+7&D#MY7XaeetvvjF^OUWMW?d44~Afido z#+z4?wBaIwC{61o(fCqNs;`K;_!~(${YP^JAtct<1^%-%nG`fPv~jkoN>b@Y{THGm zS0kLI$W8fMUSEPw@Pt#h4e6hX_Sup5m)DMko`1ab;Lo!z68y#WUJqUv$eQVZtxDF~ z+P4gmv}sO*sXJkkiJl@Xkq|I-=9<|cDI=Pl%L1`UYtM$2(_YoYXoIztn2BO#_ev6f zA#rm}yOR|sINYCM?XG5O<+Tr#1oy$xK~M|cvdX^RoSc~gXAH+6+ckjTVC~LM+P2xO za6M46CL<`?m)n-~*P(;8I!tW1m2=Jg$+$7`YEQA{=QS(isHC#uA%X+f zctHvikHZ<#WQ2tyw$wGEK0-4a^0ueHKd_tiK$4RqbD7Ub?DNAcj?tkW{7qpYPdFCi zgXb+;_|Pn4S2oP~_fn#@P&;e1rmY#sKf+w}%n{<<`;Gyf$S$rb8@A=)`lSZMG#?Zh zXHd_Wu%NbO5yW1&U$h1WpQuslXvDs2C#hrK>}jw+gcJ)q4K=F~>DHO?7ECfoF5>F~ z86N{oqhD>dZRk3K4eo7|*|PI&Ra$mN9XZ772#UE3pO45D&q8D0wI`bZTFL_d8C^w-P|K|bD^G$l}$SDLOFlwxkQ805o#p?NprjnQ~1U; zIOCR5%fM#M!z`HgkPaQN9AjlhWAp$BB1jkyukk>sFQ7HB0GjI?U_{uX4$^!g$@F!D z1NO90X5Zxu^a*}^6aSs~v{yFK;&v1J+6Tx61MvnbXsm?v3-T0O zL}u-)mD)%#H#IUMu<+4 z_Ln2+@ETLwD+ldxnJ&i|qRaBtk4rFUBM+Iwxn4Hi=IOYibnj$y;&IP+FP_D@Qm>~t zCY2d(EGdBYsr-yTNYXW+${;u@TonskHcOKNW=dY{pQ2c-v2&}yxOE{jx_*a&6bY+L zo$e8zfc%31Vn}fv;_``?yjZ(Zs)234Uv5bZ9PO;$1z%pAo{>FqtUObL?#lF0!DIu| z`D|>O8fcasB@vc4m&<>?dBiyip8^pI`cJJt>cAmk653$xuK1Sd4^fx{XH>&_!qY%e zs07MivZ$U$de>UBR=#*BtAY^1 zz*$9=OBhEiGkGB@kC@|gw`Mo4uR@1bXE$nFqRy4HRgD(iO(U)Rwfo4}=${K&wjJ?=Yf3Jx?9;&Bbp| zeZ9#JeMATd?LG0gvi)JUAsLhTJOV_?d`D0}%c(aZBaNR1eUOFVZx$2wgnY;hnmjZc zYj%Y7(v!ZMj68|tm@IqHT>v(rbS2n^5xxvaxPCHLS$#dxOs`?PIf zA6Y(Ob9^g~aDJB1Hw6V~-#Rd&*Ejlru|i&1@!1$2LRxiqZvByTv;&neGfmHOiZKg9 zfEA{*9HhA_e-^c?u8<(=cY_$^zAlZ=UXg;l#AAb;b|MHmgSd965I1GM-VQ0F>DIRNSaFI&LQf5R zo15N)li4mXJ9eN?!YqIU4+MW?ObZ^m-BZ|0fV<@ zrOM(Of#qTt(Ewr+TTptXZ3AtaH=fVVOD&$oj<8^3`~WB!=7G8;lJ%cFWS#Rt=Nr#= z69j8~sM=lG&uCN<2t+35r5p!CYfdaC5dq$+%~sPV{}_x@9|n`V>G8cHAYu?8T`upN z151Z}pgFD`kFmmCmDR^aXUbd{+`O=d@RMAhlFOG zT&G02wAKAS)35!`r2Sq+@wIMO}j zl47+tD)^Yo8>T`azQ@6598!G4@Y!OLd_X$I!rA=Ufo#o_0|uD6C(1aURfNg%Gr*Q9 zKkD<*!56WHnPp8Wd%vbBII9T5MTN4b;dHi}v1azyp=a!Ix?U7!d~DQ*2sY-hNU%-T zVkY4_XeSbI51`SqF1-*F5e+uYRWL_+wkziO^t zJ&ANd7OurmMO|jTMA%&9I8UYOACln|A|zMk4)>8vw|m3vX7m%6pc#q<2g9lJ;>GxeBJ4ZM26>SOx3<;4 z!%R(^+=n4JaT22db;t^0QU<~7h*fE8359O57juq}jEvKe1X&1=@ zTqBw}V}%WpU3p7>=@o65+N_*06iZb~d*jht@ za}+v^7@k++P&awcd7-#81|fM^THqg_);A76<3flyMb8x`4YOV`_w{-Ju*jN7WmTmu zFS{4(-BPNQ6JJ+vK8!af@|-o!M=V!MOOL|4poozDY9Qec)X_Xh})qW$vO3;BWFPtN2mzHa#~Zs|KeeHV&-Uj1r*Lmvl*R-mh$*} zCk`BsVefrjXL|A)*daR8^>};tr9tLX7hIr2V0gjvaa9(|EBp{Bq3MR0i8kA}GGu@7 z7_kVakyb$or~97UBuGOLTU-O0uL5!;mSh?jEMf%e+hTero|nbuAnR;sZ!=?y;-T_5 zPZglZ|4hO<+37PfpgCenzPN1?OMT(_-xss77+C&@fJwGMxj7$X^v?^PWn@B9pPt3{ zPrAGEqYfJ4%eQ!e}yX2cqR*k>D2so3NqxxAELhH^JEuJtXTk2wy;HG zY0o^>-wPFa-X_K3@`*sauRE$x&$GRwey4`?X?+!})t6Su>YJfO9h;7C@(JW8#5I$)MLq^qY;X>g&@8>0WorRI18UBM z2Jp7*gG1eVa6?l-R#UE~a11ps%c`9uwgG_>)u+43_Bh{n(pQTcffe_1l5KMBm44Wm zxQ<}C2hg)fE9L-@aL}?~O3b|KBj{KgB#7TeH#hGJv7-<@cGFr=O)=GFOQ%o}07^-$ zXNlNH+iJv;!9WC1df_t$TL5v#vCzEloYe3xiUHU`B`xu-eW-R>67z|4B#1-v7D{Lf z3M82=KHvLIM#nu2=rEWCKGv*;L>m)^Oev1 zVfwi9_>AqEcHe@~rVpY(aRKA6fYk7CIM{_uq(1-?ikRR7T++n~rJJ;4^Xt~xeN&CG zsW&Y@u2Xs`;S_a*qxI}(2%4GJorbY6*Y6!wM4(7$k;x5JUQV-%@*k4H5ikp0E7WkX zktb1o{EsZM>Et1bSx+1a$1YH+eNC;rz9fc}S4KY^X+!bCX zu`FjwrcgvAa9fCDX0+b&^O4StLq&0(Lh*mcBwh&-^0LDhmP5AZ;?EAOp`w~(B9QJyC}_3EDOojErw3J2Yg72pcF z)bSoLbxA4@v(vcV;e=I#H`wXo709wN_$OW@ExHspD$>pf9!zngo_P~DrFW*6TCW9n zhc!w2Nl-dZILh`9BEFNt$~;QLjO!Ug4zXo$;q%iKX#Ou2$`pH4qMEMc#s)#`YH?s= zd(zLOR8g221SA3+dbKyfQMoN7c0udZFppgVV@)3YLu7h0_f>dSm0G15qhX3GrTr%> zdE=p0V%ylOnzIeJU@OO|IUu&I3mKT8R)eS%O9f}Tkoj36v%gxR~wcwf2NLm`vMb7~#EdFivp;FO}utZZ`1>R=gL06JHm-mD3+7rw5s2MHrdm+4 zS&p4hcc7E~$2H=eebjCl&DMWXoc>da%6adbCSMOTV}{WRDdMC#pKJ*Euf^iMg^Aa2 z5`{*@e7V+coBV=Ac`#Wz998Z7bDPTWh?7Ev?Lp;7p8@+67heXDAM{YFS}0I``ix-; zT6TqsmA+c$VEDN!O2?td_?GgE*jVBwl=%USmm54}l#Znhf-gAED-tgFdfvu^8%ykZ zl;NjHtS|ywLB}fcDo=4EsVj#(naBXp)Hw9FGm&H2T?p!C4Z1>ll)+D1riU*%6NGHZ zReSl?VI@jCnQ=1Z-Qu*MO#{u;7Hwt{P6(V>JY1YncS$$~1S*~_{LWerwg79lW3%Sm zAdRAmNHT5l#oImUTD0cGa0`fEGA|a_kFnL0-e(9SSH_xOV$>AU0GOAB^^#9>JKaG! zFV$DVEw&Uz;c}(oiU~q5kzu*!es3!+=2Xq(G1ZKr%a&wVI`cKZm|ZW+$Edu-CSEv( z79HB1s{T{06^WMdgrF~GymX3Ik6e4fBJoow0#+_#NMAnw&C;$O#y#^KrGp|06+1T> zq5wYoajNh3)r9h=xOWT)iMB@*E@S?cZLHnlELt>M=47^s;(MKA4V|e8&f>%xUm^V9 zC7Y~@a&~r~J1>p+AqB%EdeU?U<05;`S)lR-*}2i-FzRS>SG?-^$^P6K00|4&K^R3j zOmW?R34{KY#012nKuOvPQL(EQc&eo(U3P$9bz^EL;@KN>TylTHF_P5YlJ zESyX0#}LYmdTTVdiY@5zUXdjN$!~P!$?t=Ol%i>@X`;zfCgn#;cuQ(7Z2SH%uU^ag z5mnITx(>jJU;qV}NS%bRHs>ORR}W1f7QD1i*IZTo zU>bq6SjZ9l&?kMXAq74Mj6 zNpJwsLmxeB?-~F+I~0j5TUt$`YWOaY8BeA0oBA&jP zLnhk9J;K}`h!K!^0YZU4LkJg{HCapIYO~b~2#6rD3JhFf0|h(F-0P*wzuqbYNv1_D^35~3+CDga!)czZji0RE}oAlmgtD_19Bp z$}*YgsieB$rTDt`-@W!TFN38J_P(*;QgaYF23JoS(vuPb#A)%Jg^}D!!7!wfm^z%; z=p)(-0hP{q(hd2Bw@!~ERMedYM22F&=eZ$N`i6Cp?7==f%D0vj6`wrpDrdpKCI3U_eltmchmje8}{@RW0nN!wrGt-jdrT?q?Jtx@q#HqX#W4>q~T|dn4p^ z`in2Pi9~8NwEXS;oq@m;VcbTqE=>CXBdxNj$9An<2|#=*M9L6+V+apER$isXt~STG zhYn|@pPVrhTTkk>wmj(9YT(GVZNxL#OJd~XnOmU732NJ+dV7jJ6QJE>Yo~yx0fKBB znTJ3WVgli#k@W!{wCf>smpA*jZ%ULNWV{Xkgu8Jrhu9`Nrlw-}9fi&;6was4QO2oj z+Ba=HTtdl9QqVaWgbbkCi31pCIzj_if)8~U-7S*)`4e)d& zZ^Hu{*xoD0*K`p@XN4>Yj2Y@g(?QcZV9wB(XX~*!l$iS8vH_|OyirEE_N$bJW!mGJ z(OJ7%F2}d`(NjYa%oTNbvwImiNt6Xs(bzMDA0&-K&b?w1u|WFWj3b1G6+e=1-}*AJ zAh55Ym|whnQNpUCifm$802ibTT}PNXM+4pBS)COPx%wQRR>2l2AeUxi5nh(eGjA}l z08VYA)$0c}WULIB2bTI_C{8pj_oqQN${H!emMzQ{uB=pY`!v*lowy?f!yD)o=Vb~~ zTv{Ilmswv~tDbl27jf5y6KGQv#_!6S>mTe2Bt}fULx~y_>B(&B*V4C?7<7&m{ciK~ zr(YTU7WZ=)z;_4rN6B&1z~bh$<8@36oupuhUyGA1dXNj zR@4H-J~55wakSxK!L)Dln`fC079g<2PlKeRJ8!Z*Em*p$o`UxDi!2+J4Y(!kupKOE zJg4rVMJlPLHdlwCW(fNh|1qdYXH|&G@EPM8{N5nE#9s&QBpNf9WFRScN&%Fu2L)VSnCRUVkVC7UZeU{nY7KzyM8y@ z>H_hpTmcOl}o@S0zuVuZd^v#7S`wR zU=*r00Q5it-vei#^3q?8xbAAZ0=B9Qw4Y8D>PbglolZOP6q_g4%wFh@gMWyTPOwlD zFA3uiFVjKMF@1~dQ8iS&2IDfU>*faKAS4KCO0-l1m4;b<3+!?Wpss?Ndg`DkWN)al zVJ4Cuu>^(=zuyP!2^@%4$57g};>t_ZwqJ3Wprqo4{0xfmpsq+{k7SF0^DE8_;R;(k zS_?~Q`?nlFDqMWDO&Ay< zj9}k3Y1f_JDoKNIbX=Iyaki*^lCI}0?Cd;@cXF{sC;Kd&yMl>XMOJW@CoJic;=knL zal}#Pl((Hcw2LsM;+9HmX_zj%)6(Yz_0OHAxCJwq6t}V%)*nvAppi60OfjT()BJhX zc>@mw_aOyclp2ge8#x}aZ8U);B=MD~lT`Xn50#5sDxbd(96;tCGIp>{QC435F2JJI za2r-dLE&u>F@l+z-feoa6KaEnv|C*Ist{5W|G_vf)t4`js17+pK3sdFBB^(uG z&nVY_4b(6eR0AbBj=_zltG{4J8L;&NpMF1f8jiE^#(#M&{{@r)A;`67JC2Ezd9*S{ zxU*_Gh*=UX&O1h5%^sl^WDD@ejoFLe?^VntPS|Xw?-u zU|Id3XAvqdK-JjmqSUHq+gGZmQwJuPc0F|lxUylY|vJJ9X+YW3V=eN#<3oQ&C}SVvpH)wlxD0Mhyluvtc9q($1$iuw-|0EQ?~z? znD9!^&wC9M-XY|GBZLca*AXMtj}M?i`y*-|@F%Bx9_+c!IM>c3n42?v;^1WaR*rEeXa+yVmXV+lJ@p!37##cd0-hEn4yX>HCOGs z;1oNSR(j4FYGr=0aA-3F&OtQz9Xg7{XELH>!RSl2xECmiNVn~4nRy%YhyV>clKwv5 z$DhF*(9}p8hE(^rW6W9~TI$Op5_5tlT&P)o_V%>@?kEkAC&Bb!|N_d`WCS zAE`U@+56-AMW&YCCN@AqOVN!7s4eahOJ4EiPNB;7%NDZ81mwn)+!T>+oUn??m|%Y_ z&sonddV;oHVT?`zBy_=Vz*h(l|GM|)t{5>m1Y(!WT#LJDR47q*G*iSynsu$vcznfr z!XvrI4G!t+K+!gZ%~9IJ1`$Lpg+}K|5~Dft1*+n)RgU7J>{-6wxOoohq%bc`q<}Lzc2P8eJ_BcF$6bBGlKDXJdAHT`s1n=4u`nX zV=p?S)UwgKkv7J0fhA&Q!Ds}zaRG$d4P&8a9Zn3KLez}c$bq85;OC}`yqVc7D9$RX z_=uKN&l1KK^Ov6MJ)tVb>-^;zeo%$7Jp>EgN&BZz_z6bp6zSBK?X5uI10Q!B_^OldXg7HH6Ri~k#J)Ac`2?be&SE6aQ3`keJE^3M`G+j)-(OrHBDXJtn-wBMgo z_S?JgEK!3hE*tpXGAHeaU{l%g3=+$G?{|32#}w$ ztrDg_5JoqA07M7DMY?EF<*7rUOEjE)sm)#VDK2H|s!axuz)|5UTK}kMRhlEiUDrx_ z48D03_GfHFl@kxpNRkU=(Rxkbq2pqpZyW|N44FauF?$c8H|C;sX_2`l)JsUHttXw{ z)>0iqXQM-QgMcUT9GFNC92w8aSj3?3t4kb#XXM7$Lry^Z3i!@{G*1-I0_Kft1NdNG z(Tcf*=>73m!`;qOOhj`ju`H5NW1zV8J#fMVivwb1PLfHY%SrE%oiBmXGyw6O-;1nQ z1bh^Nnj%mi9bJf_WGGFuK7=<_h5gwRZ)S$JJPuM+R7e|;#mo|fmn=>n8B010zH!o2 zdF2H&NHb#N9FaDP=agY6^mV)>^#|Sgqf{oH6^J7*G0|}qH>ZT1;G!oDIs~nDp3NEW zk>LPBLw)W3F(fe+Kq2sN^R)A#*aC*}Qd%gCOtagVgD`nyWpuy6K-uQY^WC5Q&H4}a zb@?<>Hn}fW>bYW-^ywC-ZIRF!jUFI3@q%f$B+|@e+6{qY(lmSk?7u1F62_b;9r}Gx z3W@d%JzZe4O*-f0JIPlV;vREWw7j7f)f%8|&m_A@Z2*^G@LkC2p)@A({3jz0!PKYs z&~9VB#t)MFk5eq)O+v=9`xDLkxN%C_aJMpMQN*CIsiaAbM+)pLdu_jINhDBiGYQT4 zp(y7xm^{pOOUJMk4X~QDyMR|4S6Kd(9ls98@CZnc_hWmZdDC?`WKrtA*KvKaBP<(4 zv?3d+QqLK4D+V#8X@Pi9kM)izaY=E+!tmmf&cu4U)e5B_QjYgWlOn*}|6y5?nri_k zP*r`#SKn8YQ?3K&n=`*flO`xxqUt2}c2*N=B#zyq_Zuro`TN}hAnrTt9Q zH187_e}!`t3l`Asb(#5lI2IH0e&V56jkv&^bWFYR_1e*03@qYfeFJ{A6?tOOj8o=J zThUH$7Rl2r3|ls@Zz=)XA(mJH(Pb5bgjN>cg@Y^Cb!^(0hA-@Z(3&ks z3E2v|&x5x*x~W21(J$FKIIr(!!_9aH>1e<;O{6y*s7!Uhf!*ZK&|;1Fzn z!6UJV5|GQ8mJOvzh+2z{%onrNDBI7Qu55E1e5tVPl05W`w5&!dZ*0tkBhM@c%zKdd zEcdrxe(b+sU*7iXFZO@uHT*Z@#*zJ92k#tc{P*>dw+?!!Y}@9aKVZa3^ON0sby(Sy zS-o0uv%|MEHdSnAQ`Kv*wj%EDAn%q>&2cs7rWa->MeM15(|o`A!y+S(X-3jlOV*wU zFA!brW;xUJl#|oK{6+8ekFWF@H>F&+=f{pZ%iL|3$M-%n6FTW)n!fO>ye3OaA9=~^O@Sj?t=yR%kO{#x!8@>(7)f= z)#`Q0PxUfKY-X?Kr;hKTVf1t6s~cY3w_V)-=@z{d{#WMU(+}Q)`6^6Ib`Kz5^$|_i z@h4W7bsMr>sSEty_PJUceC;>C=;C`oFo?OI*zJw%`(d)mvnIa=jUVN#vv!K1enIie z&3&dByjpU$?fL7rnk9vEw;c>xX`+!`R&%bV`IO_M&5q*YOSi`vhA1}n5%1nODL3cD z&Qo=kV{g1#vEi~wzm`v>XSRM_vwB?R0MGyNP3wogmfjk7U{gZR0oLdCq4$=2G>zVS z`qqO56Un<*C$HjdiH!Nso;}~Jj&9~|yk_v@|G|9ye2SdLMY|D4k3%pb~x3Fe%c2awm;FQy`m3G?l zm%{|=FFm$y8Q*6zubi?2Uj<38?nTio=HFGaUjWTfXd*H>xucl!F;C9k5arg?Db zlWjqwP38$##Cz&A67$QWmRjV$I=;=Z*!Jb~=o2{xAq90;3~cXg9lpZU@Q&rmzTwA` z+>G-*wpLu)_EV#Y@%Z&C@K^sE#^Uwu%}q^fCJF>`(shA8b3Qy}^(wz>XL|Mj=O!A7 zGH)4;7??YUXgJY94NLz;K5FEfZ?*o}4lGQ35v%Sw9BUnH+q#8$_t!Tc?jy^f%IjW{ z{pUW-EAi`$MikUX^_09kpK>(&~;w&F@3E zs%C95*ZXSK(UE?9NttYZt?1&Hr=w3B2EY8tV{5y-)Wc@1XK?ME%S+=e?yO3!U(zL9 zcKLJPIV+cSkGnPO?yK~UkA=;SGd06h@mKixg{vJ_E8`Wg+!1ctH=fA4sp5x=>Rm1x&f}a?_Rqeia8QM{+diR2nHe?Y3=1uN-|L@0= za=m$Fb{-bSH zQVyO9uPlBDUfpqF+#q%J1e?bp^Tub6yy0p(%5$tdq-o{&+#cCFb8`phnoaxYQ>hjw zdY!E|cu?q*mi$+WcOF}9cDpV+eLSSe_-IP|`+}b;t+#FLKdI}Eu!QS>KDqRz<&*w^ z9nY%Q)s$xro{;n9zI1!~rNWx&vAJJc-_-@$jWX9L9lU&3%IxIRJBy9JW<@02E?6{v z%QEedQrBhi;T`kyHrj=s$scJjW@YKpo#mg?oW4$}c3-!uBoBX0*nL&g{_L~Zvsp3B+n|8^(8xfov%|J(k?l_xfbsNd3@ zyq`RMryeMPo^&2t^WB*k$+12pT0YrtG{zrA_kqH}&hB|0YBMV*6 z4|4vSJ@NZ5qVmlxIPHx}c84H{iG-AtzYcr)I_<+>T@#EO`UMfu%yO>!L08u zDnF~;vW>r0F2ASq?8d6CT7gCfw@%->X>*G_L&sL}caZrsGrio}UB&X3<)34F$}Uea z(s|}O(nawmWL`$hmlqQ}da3H$@Ax^_siU^da+2zeXRWtV{HL$k+;Q%VvX@h6;Wq1S zU*EngeShV*K)u-M89iJ=R+)A`<@7~lVt*{;)T)n{4YcEAmzNrTI=21g6@%%!td`p5 z$0m16Xf29!^60Sg)ck{ww)u}f zS(;JlZ{UBYYNPbRwMM&!@XVLT?`(XMQfcUa$Nc!qX;;vHWGB2#_iA6ZHQZ_JosPVX z>6M0U%fmnYh5p08&3B=sY>MKbIax@H7c^gCE86phcIMT0d< zZfSaa`M61ST(Q&IpO-Dx&Kae)wLoPd{8!U*t@dbx52-ri;1_v5$&a7sX(mPs(FLB> zovz4RVBKn9Vf`g})2ril*RR|=`n^DZ^pm6C=e|}OA-r>X!ltr`se@Om3bl`Z?`j9k z-pfzRT(7TjJ88EzY07tTKEBU_^_TA&Bfc}?y9~*2;bY?q+GF0Q%6g@x%JPhRlnz0T z{k-n=9g^mirq7=(I~c7g-FRhSbCbbb**+Ijvk4>eVzMvAtqYFpdvI}d-`?JFm zvc1Nx?72K&NoDomzC#4*qs#Z~Dc>`wRk`Q>EsGnPT2u_SUJsV{ySEW+%D_eX;+N~# zOZ#p+q_m{}%f5oFn~l?qgLGDwIea&6T?|R?+y?1@z zeXM0I%=4Uc_TJ~Wf4iIqHPyJEL}5r)Nwkl}biDsC&wRzV}k z4o&#?2@1qVEA~e#k>M9ll#>sN2@lB$XKbW`!?&aNqbp9k73D`1S(+|>_5*=Z0~J*h zRf#8d!4^j0rgA0j65%XEZNQa||0Do$?V|vWWkBS$r2vP&`5f)_{d+0%XCgqVo{It> zJ4pe8nU4oUBSfr^rr{Fr!n2)1nxJQ!wrNqp+Q1vl>BZ1djn{CdF#~^kpaK{_&$5;j z0Gde@2xZf~N}1*5Kf|7bs5af}VlcJHpN!;P*2399f#L7h-9G6jU-kBjjEZW^MdGtQ zl9J(+0toTOA4KYZX9K1KSjFF`PND(;Y3Eta0VL>iERMGyV+dXj1=cL&Z7T+v1}wCL zUg+Qv5e>MAQHF%v=0Yz4SS_H!Qni040UXrd6>CdPQh+%JI0C0v$_%KZ@^rS@Ue_U9 zV$^m`iK=O)s@fhbpI|5kk`LU1CIrsR9otQ&337fClW{L zjVew%m}&N2r+D2vM3}$Jr%@&m5#eT^2q2o=yP{Q7lij`ks_qwK|CKg1fai<#{f7WA zMj`&r7Z=47xoD*S{rfG^AL1euFGrfbIn!h3mhRczJG?lf<8>eC0JrS_n3X{o*h~Sv zf7N?2MYc#B?*qmVFHIHkk>RabDk`{dZoD{app@z96gepM~>(sB-H|Z5SW|TT72|@Sg9b zL%;B`K6;)&KhDn^cUv15AOGD;qk+9Sk(*oV+x zv$99bt{=mCt_ivJ|Cs%LFZb~D{LbA_QU3AAOPvQia#MzC6ws-@;@FByo1Z)XbU=kY ziZT@~zwF*tTye7Y7yCSxpiWF)8wdlRTK`1I-X1QQ-*7Fo>uQpzdMl0Xf&|XSCX|Se~-}s=nuo ziA<`U8@Tmei!FxEugCCJFFD5>&HC1i2B#^J@vhwA#_kj6yvFW4=PAQpov-PO36KX1{Gf*>mG z8O;I$Gw+Jc5p~{Gx>VZ2>p4@T4Vy`82rnMcbnhdEP8m9W=)H2+DcUm&{q9e^_dBmZ zj>X4cAji4h6b3dnh{~b?x$e@rhqZP|u~BS)zuM(EU>K?qH*)OvzkWk-d|HX+Z3RKxfX=N0#4-7U6fD zP&f#r@YQqh2xuFGoQdBp3;n{V_@z;Ae27gXo5(N*Q%ej@c(wS!kNc8SR)2QS(T)ki zl08dn&>^1IJ*9xzs;VrOcfSYkj~dWv^bCxeXfSFrQ7=?dOktul=P@c8+n^Mz1_m@mwbdr6gvn1k38I=q-GZc3oTlel%}qv z80e}E_Hf)m z(}bufk57Hd4hNxVzk&z%Ioa0RNfK|m@DIw9LFewfB&dtq~%Wu3l zWtWWRHx|hhOxZ>^GkavORTXh}mW||H=bsv|uF(p8M~OA-N+ZG+yIxUtCWk_F>6 zTZ?k74Q2C+I^GYArpHzG2|4T}EV;aRN55rb9z)6>Dw*h7(mA0$v+}PYpZb6)eHbdL za^$PjJiO6b`WU&;EmP$$Pxp{9S- zkZ?mR-6d;BF-HQyNDWgjGAt%<>)BK{wLu)Sztp1Cq=yqNro`~JC%k&v|LZKypRV;C z$6cqO45^Y>lK_>+-WxViX2H$mBdvZeSYvQ>JJh##Hj9#hO@ldyNc`3~WXVDM2zfQo zS&v?Jp0)%?Qpcl00sUM?{@A%J7II2%D*-RJfiojLCAQ4U;~|tNwY9hMVoj_q`(Tks z^z#jLD1p;UEe+}itX65_qqhl~QB74ejZ-41FXVDPZ?1D}`47&c=n#ERg$Zsf=oNYB zydEY&14Dq0u=5H?R78yo;^7~tV6_gFSGegdzJiWn5YZiv0Mpf#x<4>&H_ecPBHDC$ zaSuQjb`ilR($w&ui6c!4F*>^7S3XadY8+~WN2SP+N0|`B+-2=_3Ke?0B^;>G1*$Gd zyu%%NM~d7l>oQV9{cP)^D7_EyNJ(M|jjU>!GA!{ebKsk1&6QEf>P4f`;b%P)%G=Gx z-gQQYsc0@+?O7M|>jQSb>oj|+-tE4j> zOZWK-dNq?l_26t?ol;$SZ5I+48gYwli9$^L+2;~j(fGw`rnpwlf;P{CiUg(P- zZS4&4<|*J4&S{w!Km>XEw5qMUc-XS}sg5AlbVT?*cRkRgzpdE(Sh-9Zw*g`WsCU5zzq84)NesLEMNj^# zXSuKI!t$J)Mom8?mc&9{W?HRt$cyC<7DA2H z?DwM}Cd`O%!*|szm;m2hwzVg*_=~T=`l0pr+!L-ZnuIu|YzG=-hZ3-fH62Cv)pKZJ z<^3?V*xC8+XfOo%j(of8V)6{l=OWC*Bf7cH&E(tdCSZXctzF9^EB+l6a3P4LXGyFA zjl`75*R$h|B?29T5C9~TRp~kIdcT)A6-Oat| z?&(vDzGkeNCSsm1Hg*l6zTMYPZoE{mvXbg~MP5wA5txmD1aDZ4@f+=2XUEajlO!b@ z@HCXXD;X(vg1s1#>KaUWuJ0Nn*5OJKvAnC1Ng`~}KEhBaHd(V%rqV15 zKIh2zQTyGpoBpq30bZ%xHS-7FHin`tJIz!IaeP_v!PV~=%$R*a?~OKKY+}z}eA*}L zbd|ytsP$axphAS@>bx~fPYyoh*Jq)>S*4520{ev3+zXdzh8zp74)gAveNjo>!*-D}B^ zWK8$mCObzndH1ig+l*wY6i^mOTzRr@Ec+q{zc;u$DV_Eu9b-Lx7)^Z={vy0k&E}y9oNG)L02YmJ zoWAu1gbZ5%q1L`|;cloW9ALVeWT8_X@|-X%d+HSF6!DrC06u|P8SIcmmdW%bM88`qX~0f18~%%HsOq_ zvBKab@fODdf5e;Cjg}#Z9;F4=Z_@X8&vl5W33G%=h-k^2kud6Q->*v$py7F$)cP%) z_ZN2l%%h!tsUtB~E^PmhnY~sZ>V@&CDu8Rv(6JJ_WMiFe*Q6dDcX}T>ud5(6O7vSLc;!EI4N!n&6Ix-vrkY+jh z^3liBUj-6z8|a;@#$2Znc+ipDDEsu(Uz{n(+Ez;-Ey2kVj+hu1o)@7bQ@97?0IGX= z-74)%ncU4aLzp~Z)@4BLhz^UZ?gnuyB7*~YXmc0rHh?Y6GGv5i4OudK0EYnHSw{iw zs?iyq#z_Nsk{n)e z0~?~KQR7S2efI|RFLq!?{F80Q%4S}G`d$zk;K$<1A3%^P0u8pmjel0Hyq#lrqI<`2 zpb>^f=%Q|;z3*v%#NdrcoCegr9*CT?%|cnv7!Ij?MR{`DeEu-mUW@WqozQd?!Q z3lBm^i_Wkz%?TS;dVy&J!ivacM>HsirNdAT{7^WdqE6w50X-v4R!5R7DO#w@lKQ2`0rmR$4cd}3 z@nO=l9~W7M`Se=daN2y+=xz}98<1UTG=GnE7hmRV*z}@RxnHVF zHY~WzvvJrsV=#K;G;1$QeBUZIX$cye=~#okaSbk}FZm0DSs-Jb=W+$4Mo~Rn)f}SG zlwD^Ufe4c-;4&_yqtsZiv@tSJ0S{JM8>gkoQVC)6umpQ4t~~cm`##+W$17y5g4oZZ z4l8Qbc|f6n3&Pq7L^$ZgJQAmonV?OnQCw{JWz1`O>0xj5Kirq~um_K9$c`+?pH~?4HAb;$qCQ+YkP95M!72;!gJI`&OGm1e zZItIQ@ODUQn+GGLemr>j!eCVl-8t+|W@MHjq8hi$p2R9SCZt-?fCx@C?}S?n?R?i6 zmfKk6FZI6Ga4iQDpP9(TQmPHx%rgsT?UQIssAZ?Y9eK(|CIWp7_3x@8u71gf)-(^p z4(qz=px%cFSlGi6U%|A=D{_oP0>`V=U|mX@Abgmerw4JX?-@=721~_OBS+~~iSAOz z2O29m9b#Wh$#DUjGZO%TeWEGC$?50;o5_dD74 zK2Lq2^YkB{v*$LDr!79Wa0gf{eWONooUvyE8u}Di%+KVodClKHFhq+$U(V(#je=<& zX;oH511A%0`{I1t6@VtO&R4Mmr_zj}uVMwCPZWNs)mjEyOrSNVp07z8 zfJkqB+85W=$uGSm(DfkOfB-5>E%XFSH15K*%#teK5Dt> z#|PNs8f&y^HIm6AWu!nl)%*lVSldLSa0l$=!g2W4e(V!j4|hZ?qet$CepVY@=4FDN zT-x}g+UuXkn$H>|#TO1tu=}Bd`ss2Nb!?JAOSq!uaz(6~zwx+0b>)R6x?bP4CQ;>o z50~3oHQC{-YCQkB%ZXJ;(N^%SLlONZusorI=k_`j&;tIg>Lpxp6Ylw_9D-ydTHCFA z%%*U4{@veAr-u4dtPj2fX&M^Z2m$L82LI-MD9)H-q~LhHi7XmOSQzn%w?$t35^uwD zfRS63ef)MvfNZ9}MrL3W&v(pUQ42~75ak;gOhGVKDNQ0F3<&B=R#=^7u z#-P@Cp0&&RG*J2sf4iB?XCgD*Cwmuu*t#1j5lx6pi+bkv2kWF(K0mV<7_h`o6vDE7 zkRl1ZooNjZ));B}p4Q!;52Qh~s7nsy6Ne?=z=bKWHFzdaq#gTl);+Ndo+<1Sdbu8m zsMKy7{p9G2`O;*yNo=YR=YdX%7QZ71p-blwAH@I{<)EGv0u1D7Z`Cmdl0UG(;c*4< zicR*!$XZhl|5vEU-_Kt}6~TzpRTC2N&L|r`;my1+1>1UCQ{SW)aa%88UW3VCSlicM z#_j=C;xDsL%jft0`(7^%%h*v+>cn<0^j>r?#6_cAzeQ*rpYSN1|N5uY`RAh4sn8AD z7nc4n?F+~MmRy>uMM<$Gmnhl0!mCgDI`PTK$nviR)tMW3$lZj)Kf3kU)fW4Dg&s5j z3qPz{Q36@Zc^paQDw8j1Lojo-JdcA4p`SrtW_*PWDPn+3*fDkMM562iIaRmYqXJCuK!MzEefK{iC?C{JZ@3 z?1%ObVgGfjmT>Q8&)|&8`GNP$MSC6VE)v_R^?Fw6*RSz=^QY$be*djl29IB}GnA01sC3*9S0Rk9@LXm~)|#Kb z%m}gF{z~qizLE~>*eQu@+K4ar5%1UFD9Cy8Q+YO?b-(z)R%{{)>n0Sh`lK0h3iy~rX1u^om9zTXe_i|>~25>qRV<5X7SHzPURgv zYoV0W&_I1W9D4B25cOH0zK^cw(H$izd{xFZdmfXG)I~kd**$4oY~sVpByc?9?Iwm} zk;-M(>mg4=rX<#~EZJQ~;P_<1ttg1l1G2^_jZLDt%aZCc=#Q!B%(v^1T`Y>NZzU9e zcinLoAG^%N#ALOp4uiF|w`%^%wsYqI>(z?49ST;e>~hsv@WunV^3ISIx3?;~QVF&0 z#RC+4hct|g((Z|-Yd0sqIsZuiq4tlK=Z|M(IlD)fQbfnPyY-`)7v#6!RKm>C*P^1L z=orA{bU2N@h#7OFp2X&1Ui93w)sx_NiSZ9_VOqKVjO-Vt*0Q9V5AIKAxLFjNXBtLe zqpg3^YeL=f5wu;l- zIIu9!1)VB&9nhnJQdfrlpAD12=jVt2ZLb}jJ(DDrK^rA#Zl(IW`zWOzy*OoC`TF?m zZ0pswc=fCQDd157z*}Sws(Ym4Atws|=+qrtXuL+gRGX;u7st5iq4ME)AM;$7EyWMJ z^%VZvCQ^cV2mQ;fCO*a78B3kUpm(yox;>K?)`SmRnh^&Q zqyEtUqQ7qU{MBvCQMGS}$DcyZ${8ddXS*KMi0KWlcHMeVQB*McRG53EoL%5AMuJv= zm5Ww@-rxVpF$uSy{13E55CPoMk8qrSw6u%#$j?J|2M5of#6^50KgQlVdzfcuRx-dB z2+E>5SD~a&Pc8ug{DD4NyZ6Q5;gBxsAsrU&{=t-q<1T{J+dHU;*p%AA8!btJwD7^s z=v)D-8o2$}Rg)4smY>pEW?3BA0#Fc>mzsx7h*R_^H*fIn5_rbJ(88zDgH%?gTyKyz z01#rtm4mz9Qf}p20$T~5wY+Ukfc9sv@dBEvS=WxiU=r%~%ew|~furIZqT<84B%m#* zmdr)jXWHHVcl`ryIuVfu-3BZmZwlQjPs7D;C#m1tTA>m<2|cF%2Q>@)JtVIHV6pzb zOoHPrO3&VZ%XQodZXNMwszwd zv_GEN@xh0O_nW$k4~yjqq3koY52@w2oR>%PLk)}-ievrVI)C*Tv3V$QEgm~CP(<5{ zkdx>2+GRcDnpAn$gZ>og7s{Rv=zEuh=CGS+tBg|9ZmVB$ftCbj@_C7h4Sj1Cr2ZlQ zYC>u#jZ>LjXft;z+RU7z4s~|$Doqc&_Ot?8@6j(Bp-%7*R{~`T>3LjZT=5BlnHvPgZv)+KH&AU$|*w-i7T>dew_o}ZZA8||W(THH-M2+vd2q$@b z2E`}?qgR&t#0G8%j+L>3#F9>_4>KAO_8BGhDZBxfR9GTeE5p zgNDb(v$`=!?yYT?hn*q@J(1zBd15E4Jz$hF9)neTu1QqlCroQFQmBxSkeBN-k3))u z#kK1^`Y%0FnGowsgZiF)MC)hIS-32ym0>XRV@!M*<@u8DqjJpI!_m zjZ$VkwRf9esLlLpZTTvH`ii*+Sbss%f(f}3dw;!#1lgb}OfQ+EN?TC2e!bz|Yx4r9 zYdm@sO}#cUxh#IPhJFt`)pp3qWIxbfY6)uHJ6gcGrc5a__QdpN{S=(cOVBDan+2x4 z04E@qY_U+MWkBEPXGXg5zQ0PEeR=w}TPp*^y47Uo&&JmKi?th1>@N#LPY1a)&4AVK zqTIOB)C|}cC(7f>+a4p|e|SIknJ3>Kd%YW|pJjLVw7~~}#X@#`uXAz0st%86jA+Sl z(e=$S^SN6r+k|#}?;0^7*1YrPbZ!?3-HDH&oM~J&U!v;5kLGir2W% z2Epf>k(#Ucs4MV7fOI_)AeGgH79|> zKekcb2twT>UlWF0!PQhe_!lko6(Xv}W|WH+#hPJ+y_DogliIb>u!p*Ec%kyC0+>^I z^gxgF+z09SX_d7o_3}r-KbW(%jAOjy-jvgg@y$q+Ltj4WOrIco-r0b?+#P2ZHd;4j zBC%Z0a{&NYgEb*}0cA%~{rIE36#Fv`{Nd^jrLoT`TowCx{7q9W=zAliz=<~Ht$pey zB}`XEMUJ*}Flcypms_s1%~Tb^Rt!oEh%aeqNaWD=K1nimG(nmy?P#{~oAXC)n0?ki zi2P7oUP5iN#(&bu^rHCHC4i!2`I13(6xtr0hM+g@<6+RxfoC2cW82EqE`;n=6+d0I z2#yTn^B|Yk=0qfJjUnW1=7&Eaor(XwIefA~a2$6jsY(J+neJu08Z)t<3m;=oE}u@7 zmcfjPvM4yL9Q{zMTBt}mkW5n3*NqoSfW;JEZt$XQxLUEd1^r7}v5G5JnD8l6P3(Jl zb1b!vY}SfJHp-buk~+!DW&Yh9458JkGJ zbhe2-k4C=0hVfSVt<6I}PpJx$%LSY0Wg1oo{0!GN+-wLN2ie89VAdrV9rHCavmND& zJLi;qu1X4FUN3OGp|>NIg^nawcW+?woc4_}rXkE>+>REadqW?+r9W4bGcwmDI(AS-=!)9)qm#etsA z^Yc6Z?V*r_2J-xp^g5$|o#^Re?|*ipu`f=(dJ8|Tub9R!i2E{L_y2yR;6Dc&CD>qt zS?l9Z_CGowPA{yG!hROf-xBoh5+mcWuU87A>&Lbpik(Tye{{kf0SyWXT#Ay1Peyv~ zC5ijoh4W`KHfuQ7+ehD}PL?YA`U-Bd>`puViu6@z>&qp_BijL-{WHzmL`r zLxvkJyy|_3eLSlEmzNK`oVRShA_f*zra4O6H|8gp8CHtR~27}c^ z+}M)_M5OaC9=;ly!v*9(0J#8SD*L*f`p9&`5A)J%08E!c>JV-z^2WV@9pn?eDfkfa zrO(xgB}wh>*9iiQ?&k*}XV>>M_5}fvL5ry_l$&e(vinx)x{9eUXnfI0x;*$}PRoWT zzWDK))*^9rqTj0};h)35#fq@XV!LVQ=3Q?BH|zN9xCu3=GU5}s27m*G5aoTZpzD!d zY$e#1)Y=$C-1`k1$B~OYu72e2*}b};0;hG>gQ~!ShF>SgH2Th~pP6ttnv|Sx>hr)X zwg~1eHv6;I`)vUW3VLo@?I7EE`4%SW$rV20X&NW!6uibM`Iu$TsFy@%RlX9vNkAdl zl=gl)&49EddYg};9b}TW40{7X+XOH5f3PcV{rK@ofMknu%pP`ph6+F&&H*2efBL=T z&z%xc>h7+Mq}2l?q|7sRY1h2H<)VgM;)+8)@}7yv8_53;N!FJAahW$=|e14W~ak=LIe^B%J z1;gI#dNTYU2Rj|_KI)IdL-z92E7})$Jo6fmzPU#3Rk<9%Sds^U6verei8nh`1^5^v zJs6e0K88FKm0@OcWV}ZsEQ3uyw%L&;+*d_Ol-;GKv-HI?r>mO42iXJZ9}-~WUeSLI zUwoUHY_@H`^Qb>752P6-k6rpBw7o!y7gR&8z6D?3p}3xmMs;*0Vbi0;z?ys+8p9+ag(z#?N;j4zOBIpf{_E1{5Sk*&S?^H{^~fpQ${& zh#aKn{Ib5Gqn3y4-D3)tu_MiX@Ox+CKkL7p{eKWHtp7`8u9r*tM1u!?{qnqs{xe30N@jxI zg};@eHI5U?kQ~=%c7q4E6>;399WffA5^R5rhq~SY1fJ zt*^zBvr_1++Fdu4vmeIS+Q|X?IU8jgW!CveeR^tJkwKmFSAM>I`!@M2X5x{U=!~$; z`lolFvwWk1ELkCth4yFIii5A{`?qf;>+d)&D^{)d%YN!_`f&+)otcz5l&w6xuQwCzMA&U2*>4jDjE`ISC%cYbar-GbvH74(^fZB3X8k+nN=;KjEl+pv zjl_%SId(Dcf1l6&_XlDgf-`P~NYuXxleue1 z@Bfsp4Am(AmqyV1f1nYi7c}CAz)$vHeO`2F36eYxWTx(wIdNMj|-1>*~ArjW=HY zrP~3m+5J~qyVP6N?Uzj{*8}yfdv8`ML}Ql`T)_ z4PsN4L_~kK#$0EwwHMhQvp&TkFA$X8lyGG1Q}RhrOo-BwdS;Yv%Ou9{pl-Z&?N@Ml zlbMJe$r6bORq=6kR9bYr)ZU;eq4?8y8~n_9kY1{@6$LCd4_?r)heb@W#w3h2M2ErE zU1bV-1dWKcmn!iV+3vZRLwU6Auysq@I4)8BR@Z_w$Ysw`cvTWgtkXqiBG&|-F%ikI zG9ItIdDhFAEeACxq+(yq30o;AHdaFgcm@*-5E^n=DJ9RZ_!6=~r?kqJwaac@^9h!c zYI}BK@)|cMt^$UvCUv#G?w73(Y?~H}~VFm}5b951}Ue2)-N0_HTBrU(-nR7X*hW=_)T7sMR zX(edu8;SnuE_COcwB+L44y@hu6z{hEz03vxQ|gf20KFE|rm<0v3RrNz7yd|*%p^hG=j z)7WEzASd*$N6{x!`9s50;-+QRXW2MN=lr`LHHl`ApAXu@p5{w5S^8ox@vZu4ZnyE9 z>>xFC<|+!s^K*Z2s8v%LU4 zl_hB8&eX@<4h}_%V~g%9kL+=Xl1a`!9!}Lw>!UtO;Kt%w%F+Uz9p{JiruLW0S2EP$ z8vrY8$sc7A@sZgERgeC<%<3^bvIueE^#?2>6^LD6((#d(Y>fgl+FW#=E~f~crwT&by*1?Zn8>IMmp(VP&P$6t>V ziQxIB!-WvU6+xOdx1$a276xp6UMu6FR6DA zEWQrkmScLc-FjgKWMs@dL4y3#)?}b;0Im-4kDaFt12UpYX{Dfd`D?qYXimu5W7^}M z^a3}Gh9c#aD0P8r3DVTAXQ+FyH4qo6?f1Sl5Z+ZWUBpEompFxbQuha z&Y3v)a$%weyP*N6K{00So6c{a^s3tWm2zo za6JJ{HdkCr@H#aiqEvoud8S<2z(r}T`GLp2UtB0t!<&|0=G}=;xmFH)XvhI?jVhx~ ze;v$tFQ3J^hxDyS+HV^1YV)h7+Nkxn-;Jvd*93c$6yG;ts{-Hx+NrAx_h6-DlxF(A z3>b+x7Cn^GK+Z;TGwN^7M#Lwf6Q7^i(iv3Eu{jj*Z7}d@ZRo6aLwJU#oJhkX!xAe~ z@1z%LEDr$m{)-p}g|WHjg{(!s003@%wK+Ovdf|Kzo96y!*qtB`IpvEK%?V_HiLt}o zM=g$;W0#mwI!YsZ8|WAgw;>|r-WdU`8<}?bVqEae9F|Yl@fEHw0T<-zG+gsO3$(}1 z>8`|G3HV(JLR-EhUTKf;@x$vSKW}MXxN>Y-YPH3DD=O-%OpypSrPIB0{}=Vg8$A@z zpOhDMIS#!8^TLmp%y+GALUvlXSKS^GD}N>i4j`Nd+nI5(q^V{yt^JQ&6P{M`%&Mmj zaJa(942E`lkv|}tL(ua(=FOa7yzZqJBqkcyq4DiDNzuL^%OiI>cP#a~;w>zoe?ZrU zgCwu&gKr|_dlYJQkF%Jaf4D!xme0U7Cn?0<;<5vRm#7ll54LDfM4P|Q{H2+^tt6wj z4i{hd?(&fMuhFo=T(cWfK`UI7)xzwNQJH@_%-iL8XgLaT)>4n8Ti&^%N;>(Ec5p8! zC5G+IN^Y+>94>bWphGQ=)LzTTAlsWBlig6c5?zsXEzT?P6j31$UotUc=n3N8W;_@q|JTQ1c$G#U4!OO>jzJ0^HtofhH0P^M%-7`2*9A_a1yN_uK8J)RnItK6rYm1541Hjbr2gf`Y|-a7s)SNroF zvW}~Kk8{)))l?l!BcrYnM@-#xq`yg~H#6j&Hb5HQ{0}Q01od}i)eeO=s{o-rhBrL9C@OLm6 zng5g*Ld~-p871fyZo)>4Y#mnUUi~0Ktmd8rHeI|>Zyuef!`IP=a<3dz=xz`uKoGSq z7g^1)1Fvw&wwZ6PJ5E1-*J2Cr7uVbyc?Y-A8y7Htnw5<8tiTx?F8YiEkJ1K&XX)T6 z)L8v3mThslvCK{5q5c{bGKGr}1jZbD-xK4=>Fj!M=Ky^47)g-gosWBXRB`AYjtyZa z>&ak2g5BMdNqgCw{air0CIevuQF)T|?seDJ=SM$9%isN1Fbyg5q6jbx5T$oUIRIaS zy{?gZRo;|MGNP~{AE9SpbZmEXKqJZM1Wg-4O9V z1CMQ7DG3Fz8&W^XT`GAk2s$qE$%0gc?FK;%oDa@AG9>;dt1H!?y_V;R+QcEJ)z{gC zBe4_fiOb+z*2Q%sD)**NCgAU}>5rW?&;h27d7_<&B*dHp{NpXZ6ae_S>IKE#Mh!Bm zZ?P_L&wEwB%U*=HyW2DL9&aRM@Z{QiRl`m*T^jGRs6akC#!y(4C@{Fjio+vTtJ{q! z6|s4xCrU15C|aAZTMV&G;Su)N{@3s+P;2oaECzKK5`GA$>6Q+rSTdyAxekNAHattb zXG27$O1gVvt{A^-l~9?pcK?kA2I6hMBAW}dTs>@L{t62IFWMD&5=mFo6F!h7G!GM+?%Nb1xGJ*xa^dIBTwk?9@C?svx;c>7tPo@H~6V zA@lwdcKpSloDh8?xH~LQbdUS}@#56tlvL-7tcrDBL?v2#{+6UJeFdzWlp2Ao83lC# z%h41i%GL<7@7GJbasQ@#urP4#0ME=rUjXYm+`5A;gg_2=@nfvDRh(!wb!<1%SLm7M zHomU-BzdAEm*V!+u_24GBMJ{6pFec+IlH3_sam4y!<>vUDm6J*w1F}g&V{wP&z5q^ zk{j%+-_MGV4^C7Twjo#aBG0?5J28S^arLWtu7oR|z#Y*F>YTaKPq`)>4$X|0+Ub_i zI7GXY9WyC>$zms!t8CbWCHC5OWQ}c~;Uy#@N~RB+l@}Z99&IbWv}iO${Sc4}3IKR( zptE9eO_Xh@wpy4U7k>-KVDg3Tj|=vw4bkJUcSPVtMwQVKT1-MI3%`<2ozzd*!@fbF zS4=zpxdwe^_ZxP8g*Z8_e;N$Vo+1xq7}P(!PgIV>#FVQrD%Hs^iNQ>Mc>2LV%|}47 z|E6G@L~16Ru3gOaH|%K>T$CisT{#Q~#Y&lH*QfaU)12?5X6h}|#8jKCz_qQ@xM6n{ zf?J?k$q#rv2Ca|wFqm7SYF=H_4EXk>SnpD3>8qODz!et{y-f64dG3RTYW>08#=DC$ z;lh$^+jpeySSM}-y%d|S+I~h;l1C7|uhMAL+or`5#&D_B^xvkX*z!AjIUj3v2OLi( z3e)Qfy_Y^+=a71yemSUayXl?I$_ID;)&LLDZv&uD=t*rTIje`v`jtziXUnKf8{uMH z-O13KTBz7C9uBpa`QRSs*2S47#G8|VVZ3kH)*|dJlSxC|w|oYSUy84P(b(!q3wTds zT*3z4U7z}m>w&F@)lO?`?LwpCa#MG&L3NdA>$Y=-bu5Yftd3x>x%qKJ-GiCB{;m(8 zhFhLx536!kV%xT^a(*34O0-FmAR-S1w;X->urXo^an(fot+VauUlR`nO3Wj~LU{6k@Jljb%EFJHT!k=nHZ*$lepkLUyp z+rtnfnCMyioU6SYy{s;a#(f8mmYQ8r}hTx-I4 zL!B}4lAcMa&ETEKc`Z{~MkJ9Qj{;?M%v0%BZ3-su$IQKmVbnI=?D*p!A8!1dYok-G zzlgUn4$md~`P1?NjzoKyCjDsx+F`cZ`P7qZF6fAPUVc}thl1;CG~={o>@z{Nnxcv1 zhqZ4}wQt8(k-~Uogzg}FlU2%|FtT*TU#Rh>&YLnH!xLtGmXtkIBbZ+XT&cw5KK`8f z7c04e=GJPwC9fG4qx38YuTH|rhJI||4So!1N)znL^=2XZ;uuB_nd~{9n2g7tH#ZkI zab2?e6h+<`=(ivc@(Xg9Pj21>%)CK$ev8(f#2vXay6tI)Y*6 z``V>Bw8=<_@?~yHFDq<*;#b{awM459rQD=#4ULq$WG*IKf?cW+SZZ8D9c^ZBo0zTS zM>*z+!#AEcJSf`+wGEOb%rt*Kc{GutsAioYrk0;u)K9p;o)_Q9C^%5dP;z`8Zw?h~ zIXex#KSL$5ratxxQ?;kHB2vN;0}EsF%09Zbb2wtXK;ZPFn~Ga1v+dG4Cy!=*8rQW7 z3kR7Y$|kid9;SC1SpA7_l1-8xSG<%FTzU4G$RLc@*LX~sb!z}2F73tle zVQ;QXOIeRDNT+Ike|`{yYpnHauSQU=yfo36Wpt*lAxb4+aWTlm8kMpFcf;5 z=l$p>**(^aRTh|d*d7PTUY?g1^3hD#OZ_`2uVpvY?$EIOR3-J^%)=n#z)=oi3;rut zidtB_t-XX*TsD`*Yt_M^H)w_)6f%8!hyiPLv`ZE^mGHlrPHS9@UVW0HF{4nwHj4Yx zq4F2q#i+wz)XVgec-z+Hb**WSD30s1n78VqnE3`yrwr2*A%wa;CmTY&FPXAJD~&j& zh^wA+;9ni*&{dey8Wt2@SlSmm5c-LEAXda8a7kA&?dFlL>g%2DgUzP*+MlyBzSSR5 z=#%i~&4YX$>6H8}eN=FM9MiJr`?wesPG^=sqK=AaN$+WoGzizIfY!09#CF2j_8T{X z;jUCu?>OsCYX_#?sYGX$InOr^;|qe(n95^V26F??xE|j~OOdzK>25;H-=IpHWaIs? z{Oi3GSF(JR44awp=%1L{+7eD*T)8_VX8Ne75!J|NKcxsYk*~F595b7;P{L0cKjsDPA_Qf6b$kfnO2+UIhZ^_Ya8X&rK^YS}^J*7{n_DrHU;}o2C$gZE z$g7f(s%?;shhK&ytM2(F6>bYrIw3z((oEIY=8V_)+e)wbac(hMc#(bz`l6~%XNi|a zm1|aI$(MD%^!o6GrLOAE5?5JFmVw8w-TlT>@ix+K2qS4bYI+nJXDQn5gJkcm3ALvB)nS9VC5oGrqh#p#o3L?`qB1V zAKeMi;dMhnO-<8=nLLO!`f6aN_?1^7!|_>OZohURUKP7N@u|s(i69MF+sJcegK71= zFi$x@qm5a4~deWAaj!iZ|pkwo;G~$#?1Ajs* zT7NGZ%&c9foQ2#&m}+>KNH+bcyO%r&0mp(Mm+oHunAIaD3Z0s&+Z0Xt9miwS>z(}j z64TYwZ-A2rk$0MF7DI)}3IvYpzdB(Bib3ue1B`bjwuBl|tmhEm+pVP2ma6Q1c>9@1 z4x1vx1o#O+7gUz#syA|kw-ZMj6u_$tDigmrEN;Z(<7RnP86|LPZOn2D27SNtxGVcT zCzD`hQgglu+ot5BZDDJ)S&viA6HYz-p?K*@g}j~Oh?rzrF>hs*syZpJ(s}1AMR{Cg zoOi9Q^TY&wcK2jmE$DWeGNgHt2YI#oJbhx;HW)B3nymK{I?6{3r+lsm@5?=fNk?FS7{YOZZReK(Vpe|A859$(&qTAMsFK5DJM0^zD9uGXT zZEn3NNTfdruL>nM^@k5=2c<6y$gBwrg6J5(|Ffv>eQfL4vzWb|HsRGnPq7dpu+16h zNC>S$jTwRdGuX>+6q8rcS843mt#kZh{7gRi$QQ%^yGA{rY4 zw)}y%FLE7Jh!@)^n%_rpK`K6`HE<%Mj7v)TpK4J~88$!4gD9DTlB!xJwhad><9CQr z9bEib|6T8bMX1fCe-xjc_eL3d$)#Z38ZpHdsAb+(n7I$p3Qfs%!?uE91h;89E-f8# zF3t_NHF=KBw-u5$5C)&109(OUU^UyJ3TUo*jMW2g=HtP zm*CjUA!(tK@4$hwCJ_O0o}S*yBm~;Jl)madkquJ@P&+?0lgw8ZP0$zWLjno>QbyyP z9o^|{@$$5K5O?cHmrLa9!@9jSaZoY|a{(oj3;kx!2ykI*H*y|%Giy3L-R6NmEdteS zDzUw5&UEUfzij)3c>Z);&24SYA%Mf(6C?*pkv3RWk%ldjS(xKn=`l5q%Rgy%c zp_B7Y`BZ6D`2f{KlGw@RQ4rQ*1(y3GC{MYruoeef55piS0HT9Z?i?c*Wytcu(48y> z4vy1wHOj4S861DgX9~>^bSY&LS{*0~TpN=~1vk=46suE)GQm$zzm>Yhr<6BWK!Qns{DCo zBKZDHzb4p(D2dNcR*;(aF^k`icUNi)5+s|71^3cQbgI+d4wZ`W9;B5B@lu|Qu*#Od zo+?^jO+p!ol8C`2W0H3^UO)43b2GbVjvBg?-mbi@g)5Z zHbNdy?NKp*ztPvXYcTawW_%(@?D4_bgaz?qY?4=@+Q{>x`+2p&|3lk*z*G7D|Klin zXI5r}rV%1D95hKnrRh^_tJu>$>jOOS!&?_ZSu%L$8`;A{EZgcL&s50wuI$VHI4(o<<3z zpyUq$cchNAVh<>`M5nqKT7=Y7jJrC_h7>7X6o)k{$KCmuk@{FU4oFeYCsvDGNX6Ot z3A%nZ?CMT%U1pPoxNNwESR==bal{sGoh?0X*7jeFBajSF(P))x?^K2v9bWSO08$;3 z+dTp)2s*5@h?JNPE_!hlsjoNO0V@+L_8@h6|1=LKq!3_Z&W`|iKRr^VZ+`K>k{`GB zM_hwwxNOqX@d|EdH@6)iKl;(k-yMvcdFmUh@|6rxu$*1SN>~FUQm4f7! zUQ|R2%G?67wUD$w0kFV4!F$lH{WwxV_Ww>yZg(oAVEM4l$~L5qrvB$k$w;|OPGPah zPANnr@gvU{9t?ZBS330goP7tfnQoOKP2f?bH8L88SoZb^RtHzV?Ji6QuDU z>HT|YCi`u2OktBM$y$;J5F;0=UA3)(R!fTmm92uvI<2$AWH6YB?W*Sd5w23E8rp~? zDI6u}i84~q9Y`%ww*4=~l-r#s=D(X+RQ5h(nR<`i%fNUuzB@z>THHPeT5&99aDhC1 zSS?c~U};6hQp=0uh<*;$>%u422)Qp+Z9#N%{P(hy>~YTk`51#SKY;C&m_dr~a=RyT z_AvwNGI%k48wPMloUMrWGzsZhYGl$^1D_Af{|sG}oy6vjZ3=>k-`OM#Qp6X>S2J5h zS?GH6d2FtB_$uPS0JH$HS=EBG6HumiDE*y`Y%&36!S z!*vBii=zfW93U$Vgw zk^ec}bwX(bXd(=KNOkbvvG$X~l+`S<=!?cb&o~mRQkRxConatQ6TNe2)R%+|yC2e# zvtE9LEWm%7zJQ{e_B|~b!q5t*r4G%-t=(&D+}OG0&4LIo4a(l|g2`tx9uAK=HOz9 z5TxrV1`~3utC8y_t%D!yMOt&@Bvl+d;skc)(t3)dLz>6qg)K?KXg`(ykrM0oM)jaPBJKM)E5 z0sgbtuE@=fKj(fd*ugfbp=Ct2pLL+8OCw0+&YAst%I}Fdo-1LhB(1*4IR6s>i;7NH zdg^H56$M)P}Q$&3-avV4tr{ znKm5KjKthkI1>Id9YHaxfHZAk|E@uO@F*$e1I4kONMjMc!Yf%li_Y0~%XLiD6t~|w zpso3uNS`mf%jh}q;mDZxaipC~SkEfjKo+#pEffmJos*J8dbZ4(c)9eEgT94xCP>FZ z{Os59s;>JDpc~6LPFDqKkz?+ffiwUGSGvM3zUHdgC%}MUhKG10;V*f|-@y z2v5jEpP0|>jL^p1_4*ua@6-{Tk2I4e(hN*cMhiAsX$yvpfI5Q7kSWcZ?jz4V@rVbD zF^^gcG=DR1wpzMi6wTQ)=;OUQ#8cEd$*2YhW+=o?^6DvIiEc98ibN|vY=oUBlJ&bq zk5$2*G{2Y!`?6(oUme$yMV2yN<%CeT;6$E1;tdV2RZdY&Qmef$b*Em)^iHg3Oo15U~MGh}+T5a+xdI$UOi4 zgTK0UEg6z|!RXMH6Qq>qyvRBoC$V)DxaKROwKz`o_?3=!!>3o7dE>7Z+%Fht%UGH}}WW z8Myd@l(#en$!a$OXI_S9gg?AzGu61VeBLd!moFYtu7|CO_xcx) z7ei$O|7OG1OKl!D#RysY+dR--kHjxFTqzr5o(HMjm5R0j>_{DZ0yWs6Ll7Ahn{9x0 z=_7uDk?XZxLs|{t=mt--A%sK3k*6d%_2swXnI1`e02kh|%ya1Md~3lw;hsYm&Nd16 zr1}ZtsxQ-z9b3C`gmrcz!|BthtO_m9u&(S_`=@4QTxC)NGZ)M4;%w4&_>FsZW%$(v z`2=%z+1h`ph*h5${gK*Iw&L?X^+XYehj3j+#NfB!X0sgIgOLjMxl(4P`U0^tv*uaJ zYI*op4PL>KE7c>fJ0_c@UJM-xdd-`-)BiJ*U>BaVVve=wa-*RT3-xT_;mEyn7=$=Y z$&3R0mk=ts>}#B@0Sm_9##*61fPeqygLPVTq(YtCcqQx)w^4Xu-&NuV>sNLg*%U+K zeUUAZE$^3Hx*reJ*s;+=&?fC;jz2?F*2lTTnEMGCpHI5h7jp#OUCB>kcicW^*TQL* zGxkk4UMpQOU1b6D*lyPqol&Nm&k{aKF*E(WUlnpXcFj+{Y?hW@(HZGmJ<;2`$AC_5 zr+J&Q{f{ckOdScwx>!kF_Dtc_&<2+!k@l8XokJsuAy0ma4mdX3%v(k_+CNih4r#uB z(%S#Y_)t)vD~-WnQ$RF|rR!&B}xvEXUsHz6?gTA?SO4(2?9O*hVLjDY(a((@;-Bc@`xANqTqt6l>zB^EMm4R z?9ETay8DW24tAXKyP`d~bm@G#nwE8p%r^r%h0;~MmcY07W{-@}Wp+3@9BNAX9H*J! zhO0gjm?hxkZ#o)rLcL*O>e_T{hYjsA_S5&s$kjqeyS3=akq4m@ZiG+2{VwkIMrByCF4nTzQhslCnbO>h!c^hi z)G%Q{$lLB$&n8qx2DbG-mEpj*eHl|Gv^(zjgA!sm=hI@auys11I!BQ6kt-TAZBJ?+=_h2{>h$?b&Rf_qQ))% z^kL;1x8j4<*n|GcSzA^{dM!Q|*R-E!Zs0IqF>>k%tTPQ~j9?fE!K>}8c$i&gn||Nj zzVe`y9EXaBLw@Z|&LHi=%qGvQL*sG`9_-UUCxh)myF?YDlEm{J)rK(PrOk)=W-NC` z=E%j`L{_^O6`gU>QdQH}=(?NQ!YfnZa#2~U_VkBr?6Ak`FPD}!5irb<*Mu~s!>Mdn zw!YpD+b8D-qGoS{b^FhDFdlXS+(1K=6T}a!i;K%9R^`~?;(pL~9;6H`ZkrbA#f8P278x*_Vjh=qwclR-c};Y*$8_wazeP~y zs!+a-!jN#SpR%80_0X&P;H9$5Ihy4~k|vCioOIlBZ@UIdf)tXw+lD>g{M#gSu@H=k zkOAI3uvt4@yo}5LF=Fkz9kYl|_CISV@yh?;jyGuiAFfCSC~3fytM;r#`uTN?E1a76$#j)k!0CASE{USS{{Y4gx4 zg0TG`uwXcBaK8?I7QQ?j!y#k=I=u&xG3#QV6}E4-#mG2AI>AK?bQoSp$COw-Xbn6* zgvu`!X8mj6Md4p|!`)#j52e`=3JsIg7nJSZfdIImA^O{YFn0?D1?F3c<{pCG4W=>t zT__(yjm~xKd}FR=OcwbF8I4;nLI&^QqT-neDRv0_0w-Q-D4r_#VxThEV0R80D2db%CkTkdnBSv#%eHHYA)^o_e{l3gdjEUSg^&V~R zsamj2kZ=v*er%sNim(4^=s!QzU(k;k`j$ym%5TMA<@DANu>I{iAilXYfH{uQ4Xa1~ z2f)}Q?S5o9(kZ_-8hUE|R0QWtjXX~+F?nVxQ9H$*SZmvLQ7UNA%kg7%fwuh67~VoB z;d)eR>IMClrjXW4IlRxc6MpO(IxpreX1u+l@5RzW|Ga*w##vSvsd#e5Cww~;h!E$k z;o!IgyYjJGZ)l_dtsqhk;?}nqg#j)gr~^thKvC2$W2TN5z}~#;1O;EAK@K1&7UCcr zc8@-kMQ}eqv>Sj~Xvnhu6}SF9X2`0kqVomkyu6S$_845xt|j|b>4vITD9>9SKv$HD z@4X_a3Hn_JRV>ks(u%ehzn}?SaC&$-Jaob1QpnUrrU(nV#n#e>G|wk*Vh_d0)Gd~d zX0u1ui1LZ^w(v$J2nX)7@$b64b7}CwC5IacblinaAQJq6M1n0#iT{5PxX2Gm-wK;x z9;GE*r%Tl(lyHE&nlLv0C8b2dai|ugK~xS1ca|Fp@cLI1&H>CtF=ZBrWdWC=KIk6_ zyu78~+gYiw=3peWMsPwL_|okJWJ{+2qeR5cmaGXrUwgC`LS|{hlpcy)*!^;*$3?n9 zvvKv*zbDJxJ=)B3oUFyPid?J>&8Z6dc z{||xDaHQgY^h7)tZ<{_Ftk4FxcWw&IMB&axk^g=pwo$>2FdS%A~}|Jn7Go zImMF5VVP5N_n{OI_sokk`B%JxMB;pzfr{a;brMOr!Ilv8e4|MwnwkIGSAT2Bi*h*}p_PCjJIKN45=v=K~r0J$Xmvd*uK_Yuh} z1T%TSI8km(gF@c#UK6$asLMnGKGj6x${A9!WGW;$SYQ=hi(IRF%KhYE$xqZ7cfTv( z+RexJ1$ZG~QGS39E%{zx?_*Wk96*y%`!!=>1mqzen&32wf=-j}AgpJC<3`i@3$QbH z5V!JH1lNFd{x>qk8S?Ndob1dy##&Y*qCZQ;R;eL_WJ*uQ@s2#Huonk@2`74>POBb{ zohS3tp5}dQ@Z$sta};w7H4GE*Mzq8W3FwtL@VAxQlt~*QIKwvbDPOqgmGlu>iKMf^ z3eLc{XI_iw?9!G{Kk?NlU#k$K6$P%+m2uzq zu&f$R2pg?c8q8daLlWwZA!ewF0Yj7D3sbp*Ja9Ou>FaNKpKhSt;+^X`jTnfgY&*f# zyD-I(Y;QVn2Z~tgyN0h9%;P(2GqnMI@%FkzKW^mJ)y1X^hWty6KuX307og8Ed6*}7 z_!9~ltSbE;^&o6Amv|J98Ma@9OXIFvI3UpgHz_cxiwwJaC1J)W!R2f563&>H*YEYA zH<-j=^Ecq?Hf5{>8ERx_c=DgZr0Nt__QIZzaHt{0sEI?tDgj)`!ySm=qrh@6O2mqp z*S=)@7C;h*)4&-9Ow{5I4#wwfkaQgQC!+J0c;0CWA?Y*#w=sSyDl`bmHh>o+FDSh; zzRF!F2*q|sJVpht3G*->bH6W-gGCu6kZfn;cxzBr;q-m8P@iIcY*B(q6d7?;9@CSM zL^9Pz?hmPaGjy<}#NM6*?;ebB4%euJh%I;VRFcY-GvOI=4Jo#{@! zFd#zQ`nhh<;vs8uL-s*{_@tQy5aoe@#DMiku^>eshMQ1hihRZj6<}C-AuLD8R@4RH zZJ=_zCFHGJ(Tpp%JA!gC*K&+e%F^DIw~yj8gwGmcr)EDZaM7FrSxdoQ3(?xh=Y#Ld zQ3+hf>29C3hCnt_atSIX@+F*$R8(t( z&&6VZA)?$itanl`tBVBjw|M=N!Fh~d6z@{WArr&)jYe~A&7ruC>JoDKbR6i4hC=C(fHcOfIDb1xxy)(9jE4 zf-X!QC#AghXsUApTm{L1%_wMa;5Hl2G9sXA%3jB*&1Th9B|LpqF1&3+k6LyXXRznO25*-m&`wy;ooe)Jm=Sll^ffy$nNI~y; z2h@ge>xaSc{#QUY^*%z3p#PX+{B9{pG4#n17re-RaO-_S{}POIUkdp;B74V!*%4JU z$=-&`j@N;N?OvtV7jvq6)~*#iD`nhl-tCw zj1CYSzs|HPX9zNopam^5F5+rz74kiNcAU{h;qqC@9LUJ%g;=C%Ua7yz^?hpLdNM3oF-_+>g+d!3r&z7IJK7` zb%ngidkEJi?=dRxL;aX*HQ`B!?~;Kxnddx4m!HYTro6$Y`mXuRXlIi#TsuA0R!fRR z#8W-Mj=7tXpB_w6#o$(&fJD~G+BhgSyo>gXcFT4h$P~JX0V}m#8HZ@1C>7p^uL@;7k;8o zI|b&l08B9>+PTzk+fh8xf29TFLXT%lbInD`2b()iW7QMdGSyG&C!oYytfqWGAkZ!l zYnC;=`gRdPemM1K@*zLrzB?}822rd1a9Y#*mCxDlg>o^p@BSZ>5x-(;7bOj-^T5X| zs}pcwEh{loge3rAV93emw{8uR2#81Mf-yMH&DTMRN`)Ui5eL=1AR+&)?NAIRu?g8j zsOoolV9jr8+e(HTxd|G_1Nv`jAllD$Bgx^esHToO4ksN{7oGT!d-=kLrfmSoMBGDk zwksk8zRWmsEx4uDpVz@;#;*<~L)41lxdGQ@xK#6;pQc}>f-b`}DOM^7_!E>gtsm~} zgjZw3#mvHnctPr^e+s#ig#CoZS@=!CPE~vEIFdP13~q=5c*o|lHy@>0)+x8I8U=x> zBT8ZEn&{e-8U!+)!(V6m9!>H{Awm|EAaMY-RuwZ}6^X>93L}_405b{xPr-mFe}Cat zx=r3d6f>l(8q2GUEE?Zd*FP1<+o}O4+gW>BjdI%%s>qz~r-H~Bb{FUCLn3e&H+61R ze3x<^y1|9-&IG;!oJ>GG3ildA$X4xL8X0d7m2H|+2Nw=~e>FAqm5{1h_s8p2jNq#A zI&X<)-vG3)lB(6rrunFA9JT5Oi~3A@X-=_japA7Gt-vRPN|* zTKvAIf8jVQc(T1%lZpMGMklwZkTim~&+L6j7N^01|A{ku0r)B#pl%~iNRXxa!m~CT zvdO=k-;myKM&*~GPXcT~l|psqWH>y!1d{R1NmDeEZ%;usPq}S+GRl>YuqnuVE;ydS zFknV^3dATw))L`TLCAmbx~dDnvahSan?BHp8npp)O)eo_x>Qg%GCL?mRA`~dttY^z z-si{x`pp3+0s_ujWZ8fgecnXRwVqzR`r8f;8q_ucxgxFEib{!o*f*0`@KFg8FG!Ta zL16z`ILO?Q6+vQPq#Fk)Co%O%K$v%Iu4iH5etg3Zh9m881r|my z=_DqU@GkI76BuGW*vDbEYN8PkmSY?!@;c@q*Srk2autARxfE=|Ed7Wl*ut#4ARdI2 ztC0T8oa0s)8i$7GU*l&iuqX!&)z%ZM>*7O>Z6CTbFjb)Rr8rX^`#yFsj38`+hC9~% zQX2C@7KvQ59#eY|`C}p5I#LLw!7q5Iy7)oT4(87>b}HD5UO&En zhh*$_J{!!MOz_1(f7i)d7ct6(Apm@O4sV6F04S0G|<%-UhW=C|^W@ROaqK8c`0s zGw|3r#2o_b*_vZw3d~m5tu8M(TVS^sRrkQdC74ufwL}YwKz#~2R?UpcufNen<_R_q zS~O9Awtz`t?tGI73I<^J!cANbe6TDr9z0G=DsZ?hJcyX&DSV6iCvMfo&0^drs$f08jw)DV7p6rM?n3_# z%m}&xya6Z#lq2?x1HZz9PbhNmenWhs#>*8u~ypF zDdSS(A&L?;ErwA5zU!sXUql@OIwi>0IE|5IXTTa%C{$-di2==Ddv#)pa2*OWOpfiq zsiM1`<~c8}lo7qky+>$P1famvYU`SHrTY7T7Nj%18G#m}Ru2Azz{X)tW;hc75oR@@ zlf%kj2e|!q3NKvUmDYyNt-K{7P=rDoV(77RT$FXX*~?z`Z+L&!cz zLd_MexTE0zc<3uUAJ_7rJB0ooBG9(X0r8{p(iQd#a7={YZk`YFh<~_ z*|6=19@p~*&e=t%x?hqFV;kSlshay9S#3}S5@niG!7&;`hQCU(Lvb5^yuOP>gmmvo zW-z-B1CP8h)4OgG*VX9H*7DC^5yob>UEiDQc3uttFp-^8W1A6SbraR94T;pQwH?Y% zYFJ!%YW_~FspaB-6nhkK!dbWG$#8IM_afT40lcuDGq;wos9g-E8eB{{1 zgJ8(M8RdtM?xe@9Z233$4w~QQuGP;w)@vBT!;9wF7Hc z=q`F4+5*i(k^jR%9f5!W&V+w&e_R?lX!I{`dxeQdbsPZz<8JflQ<-k(D4Aom=;_G~ z_KFRQSBerC!FMBnCxJv_pI`4zhgCFar!ZIM=rNiV;la}o$(;#MBKk5$DiLBw$t?; zfD+;PV|;vOcW4l5um2*M^-HIT(ZafO|Mk`SIT>)At|u5|89z`xL3ab!75*={w|+k7 z9}dwV$6UWeK?0v4eIxF#i9)Zd%yD2-Jmz296mK&~_?I`uZ?g-qZxVi(o(KBM1JwsH-~Fn7^n5zY0wMfOl5Lm2?S^ zgT9p@vKTw%U!Q$|iA#V3inkvSB*tS<2Ek{w0_bKOhpH}pD=M~AAH?j?@B)08iDta} zeXaV?3?T-WYlfbp`rT(-Fol5Vh!tT|_IGnwpVyd>XP+MF4iP9>m@DrsJiNJF_~1c3 z8A8bKdU1_CAfE55(?!y?DYol6*F~aVypS zgkNP(?(M+)P{PxfB;@x-2~X5_d*Rzg)Dx+G$_HVQ@4#0H+lPuX#a-$s zs&q(G(06I3zM8H@y3$n!5i{%eKM_(?mUcTB0B2H{MeHk)!L z_x+{L`)IZRxT%EnJILE-h+Nj5ba@D_X_Ej5TUE+Y65ZdaXgbTF8Hon2Qy77%z42ss z>4-%mJWBh)OcD-+|C9=q=$y7Lk0&xPSmsj@fAPA5kRo$|02LUrod3#7}xQ zpnF~%6T3@``T6hXA3-mrFLx*P{wrPnrE?sP{xO72d+d#b=@`gHZ87=aieMEzPlAbD zZn;Gi_93+{qIBRh4G{K%`Qgmd8(%qmA4S*0O{0|1mrgi#fy46O_a~Z}4faCKtAt=< z=EgW=sQNR6kmc(pyI_(pud`kE*HuHxWLlb}whFpv4zoXxJvy)XdTj6U519{P;gDHXW)B>;O=g~`AC5}6_`@P;I3J$%Q4t;-TKv50x}@8qxwB%y`1wq!Y<|A zJA(%-kqkMm5WZ3bta+b4KJrBqdZ35{KXeIwR}SIK>@Uk+F^_PYU@eMxjpO7NMOlT`6P+q(JpcgHFG5q@h!b z@+V;}-Fc6g2}WaCG}L+j2V-2#?Ka3ARhBt54$M#j_)AysJ{R7fn)LHCCKG_|6!ho`^$r;$jQI#?QoQ={ppmq@EdVEj1?`cEABTh8viphgmVh zpC+{l{_%qtZr%#n4g<7W@H_^S(Ny;a*Z4tf(?|LoxY;u0 z#upG24@3o*xD(`RRAdM*kRWKPk7&}(i-G?l@U-Z>_M(3Hmk~6-8I*8|p9sGeI;mBS zyU^VhU@XY8uzG4JPlgR$rXCNbymth28Qwby66|<;I+?3PX$1@eZ#>yPwBC;Ltn*QW zh3y{Q%jnH6d=-2h;ESPI0MdM|xIV#Ghk>e7MN(c`px;ZMs1Ep#6d<&V?`9$(e@c7^@y zPUS+iLNy`*vILQ@S~sDVXZYg8r?&U~dExnQQGrC}1we_+(!enHWD;th8ef@1_+bBL za4Jr19WV^pDob4gZyrYz?#$a4vmj65%$OoYAnm2o2_Uf{%`j(xN%Tez4Fch8a4;WE zSvOZQU^vt)Bf?MVgWk9iUW$|e>X&XuHvJra!TwrqzOMwBR&aY&ot5Y~@QF8mF~beD zn&7k-uEg>f3KgZlB|I*gX`B2bAOOj8vzyK6CJ%5Hjt1}d`4O(UqIa-Fav%`R$m0gb zj^+6Me66^Ln{6_=D`lCAF;(S1#v#4$`8^GSkIh@K%= zrwTWBT%3Rw;Xa!oZXVs7sv~-}4ZyT792^J1=t2d@+kF$1x(O$q*%2;d)JfQj0E)5; zeFq)tFd-8X!T^HsQX6 zlN!LV{fhfQq+)=`79a|UO@fHvG%MDv?9pH0r(bvex3SQAxaqbv0}VL9o3OdVrvSbr zFm&0>n+UQXuIKrpT3}<(YzyAxU#s&(Cg(Hh+B&<(_?7ZyLP$E5)dX_Jcn9p_K5$%^ z4BuubswcVPT(=p=c7@X^2R)b2pI10lrg|4eABY2*_=N60231Jk(@*B-ry_(;zw_Gb zK!g}i7o703;<~tu8ncA_-y!aGWV4Itt3>Gw`6~PKiqX6uq^z?s2Imt^jJtk?>@(xx zh~vSfJe9#^z8h6cp!iI%aR6Yh!;W?O{R-Fd+(k^HM?!G@ znAh=XX8f0R3LNA-clB7!`zazNEm)|XO2W$DvZ0w%Y`a_eBYAsQ6IYaCLnqYMepu*0+&CN^gm=qHejyx$hAi<<>@&b=M8aiNC&`Sz5gi_g1$egPRe$G!|7;L`$?1k%liN+?Flatv zr~AUk2>wr1muN&jh|!&p=@drxqaYX}ypgvtz9p(70M6(^s{fdSTF;G1SLVjUS8C9g z@uZoNB<*4$8NfMnq7DNqOn%4-Z}Z!0fljCYO}+V-)8QOia@bs$!L{+pR|n6ss2Y0_-1L?@ikJhtgz40`PHcZrz|>>vm(hysbZ+6~^| zXFo`a4Owq+92^td!gbby3iC&7_O`Xlu3kFRa60?Ixoh2{*O=~c-ejm1*}G3>%bnXQ z7d~vyW@`(a`5DD!EiB@Cb)4<&;u{ZzUXq_{*PCCzNzvBpvN;Y4Q)N*h)u}rD(b8R@ zl+-9|{#{V$3i+u3Oor9FFc_x*J*2Q2@?+e3_GN6RJW@~%R8VtPhUKn6d9!q@%|b~? zF)HlqO&qx9FX|E;I0s`Ly(>bEH8#UDLmL0R%sMZfwzJGbt-N0UF=YAZDo?HAn*OZgM?WuCZDAK39?dw;E=@jP0)V@oyK}JlO zBe~T06S`lWC7RNB59Lv=^iE!OKC+A2PstOTEwXEjeXPK3O|Lx1--Gm7lronmL#teI zWKS*Si`MAeFH*V!na!dw=*rQ zJYTkR`*f}>4%Snp z4d3d>^xgs~35QS(5F)h!siJ1wN+=-)Xzo-C%Tc0Nz=Cg(cE+v$Vd#y_+lo|eM1FqH zJftci@{?bl0%rgxG0KX52tMW_PXDtQ*%33oBYSWbhh62HMv;r{x*@|hzjOqPajG** zEzE2+4X^xA8mv{Xeacm)mPz8UZuyn$yxJ$d{lZZ`-6O$0sy#T|vgEM0BgYN%;NYgJ zeEo05ei{pyyILPp`h_ucb`N{H&X&gKem(fZr_{fz_nHvTp_SgYx@%by?Jf(e`S-6f zuaF&)i#WT=lj7+iT^zx9CiR5fJI7pYv&1Xk0c5yoYFh&^b{1N1V2v73$PL*5UUvz9#WKR z-`Kz8rGIVJ8Xm0c?DbW_Aa%S3XR}(HtnKJaO`n-Xbhz!5Jv8I;tx$Gh<;U1?RaCIP z=1{b=xTIuc!HD;2BK9%fIIL_`>QL#-Hs*z{T2X61rIh2IM+!c(({8!l*T{(*qgHV3 zk9;ywTr=;~Am}xdS@kujZ*eGRCSNQ1hZF;|u1}(AcKF@Z(x@DNM_t>Dwumr+)+dK` zQYpN>n)%D|M!VF#(=PMB-&@QXA{Q9M`Z`P$X+j5jO5HJH9T6`h=n$*BVm$_P--r7R zx?a^-9-sF}O;GTIw=w-ilMPz;KdT0=_3I4*L4uy-n|ZYnndubZ4y#@wD(rx2XeZ6# zaA4pDK>bnpQ<3t2(MFVA+d$P^xjkRL$}WA_vOR4!lz}Kam;$FBDd$)qf~w=9;UJxU zU7&mi4GqnhqD5*#TOZfmnj^L1ISayWx`Q+IuI|%I!yQe*a@>V!btfjQuV0sPX{B1x zm^v6$A>`lYsC##4&!Or3h%28Np6Gh7Uc;tK@1mtBdm)GE*cmt*=&WC~cBsGOR53{% zo-0_+ZzQUxZo+s~>l&0>7qT*tsb{jt`PgYP zzV}Q2&41bB-0Bfo%a@lMkycmWXUAQayXW|r2>epsB$`#;Xsx;b9ASZiGDiPzb`EGp zZ(9+pGdlb?zU%*>fnrWH=nR39&-CS_6j%B$Ar+7}{50v=i!iKTw9z{E-X=1BJ5v03 zTfG1&_gowIfqPzWQnqUhPsvMf!&u={gC&xsV|}@$0?dxv&)obalU1htfOW){x znDa|}4bSN=mS#rwTCA1T)y(yny5)akE?H|P-$ipsl45XDy7aelCxhwru$$3SAAVBqf@}SM&|K=Ec`_; zsMO)R-8VZ;g)5lR`KyO4KCa(MD*h4PX^-4lNB&fW>m*D5o=c@PuWpYQI9A6@#vGN7 zmAzL40OpbkoXn4c9nhfWoAwY}iwUqKsyjDh^ve_cC3K>aT1mCp~ zaxknrGGn)L!b)|&Cm)q;9#uR)4^{Q8LxE*CxpkEjt}!ArWM|wYs8+2j?p-_D74T!c z+&;H9erE7<%pOk5=tk<76|TWHVDzJbPtv_51V; z5@h7YtgiRQT1VWX`Mq8pv)qPjvuA7Qt0>LfrOb^Ru#oKQJy5)BEP0Y&p?NzU{`!6| zk_rzkwc@%|wW0j${C!_8&waUCvG;D^DX*JtXOtSS*^Qz5IKYikQ~U}w$Q@a`h`;Uk z^17&cisuv-OXL1Z#hmuQsALEUMY$}G9Cq|}nILvDE1h2fgQ;n7=+g@PHOgGi*4-sL zsq+}{{(={F*6hF=j!NGqMea-e-P5ibH6MMb2SDXT1v5r;s!=uP0Eo37kzO$K+mrx0 zseIltum!K)ejOCtUSA*bEOez>fxx_a#oX~3!XD47pr>V5C9$VBcvx1dW>UkOq2R|K z=9d!F-}~y@g@AKq_8pb$!+i6|4hU_&<>QkeC1oq`HMje)85TPp=J193L*>rjgerD0 zXkjp0$T!pB%z{ASbaP4VKrA*icJf{3E&;G&XREG+C-)A}Vj7;-*-WQ*d^H@eO8kb! z(iSO-9cNT!u2_E%!Vj&$czXPGhfO#V^W7nP!QE%2u2J-T2G0?iJ+|=9n3Lb*-R*<` z)AdUM2LSt;e9a}_u8os;J)O&=0K|0VdG>C;S%gJF@Yy@iX4xw7@P+ToQW%VaJDaHp zouCulnwf}?H7F|`wi@x?&!=KO{i*6zk-5)jfy)&KCE!YpMGC)b^#QXNYzs;{;~e&N zAyvvH03=m?`_L8?wq^@Do0}YS0~%dBiOt)-oRX2+c^zPX_mqT-9t*sW-Bn+KD);G6 ztB-JSL=5L`2X%B4qy^DoKv`yV7%&d7nA}}qAmA95fBO!=mX9Q)97yL~8Bj!*TT*JF zv-0MUJa8VL&zkNEq7ezlUD*B_z=6g9Q2I95HjWKAk71-zzM@1U&98~VC+q?Bv@g1A zb-t6pVDO*_^UOgXoCavRXDq^~Uj7c$YInc!4$MmRpJ!D>56Td$M~$BGBI7>R*US47 z*MfbYAQp&8CZ(V#H#^vG?bq<>MQA60YjJDDN@9mK!)EYJMZ1(_G$y)*t6|<7nF8iCKq&>MrMb_TE}nExN{JUwFyuN3C;l6 zjAI+706609_FrQ_QkoBK1vTC;apD_<_()Uxqhuv#H-j$dED^5&iQBlaw@$w7>m6=V zLRa`F7W|s*vq)|)5`(D2lby5(BctBVfBpFFlsWF1%g@50Evxu78R@0swX4(PZAf2E zahXy4D9u53ui^#J^Y=@_Cb=Wx{hdc9D>_bzFNrN1xZbJojO^*=@B5iqq5LjW#`2}& zDH@5*prSv`;RAk38lln8lMLnWpI}sqVbqHL!1{D?VyG;4FAd2+{Si$*-&ZcxO?9mzurEU0fJjwpCyD0@%>@kJvEC zz{P-ua+wG%)DO!e(Bk{Tr)62tBh&iE=VVs9H)C-(rKwiiXGH5ts&4VMV|MM=QFt3> zOkHrl$uW&ZqZ5~%`zG(xYJIIre|?|bbNLV2d+~R#kB8VyU)V*0WMcPg=j#^~v^{l8&KOwdpNf81YO{BrRfJ^d zi&a*N4hc(4Nb;F|`|^EhqE`Vm%dk)Ro^b|64hxQ)pu2n*~pC-Fk;5U^33wl@ngq1D`oD0cJs<~`IlT{ zvb)HyiAkIFQ&a1T<;K*OZUFbILG1E|Y+KK4A7f?SH3WfF6(3Y^pl$A~<7ye^5 za?#buGN17cQGU$3o>HP+LK(prUG!4$mbQC(KDUKr+fRm zLJ!xMl+?<-SqT!vj3~S^wk53*FX5!rgx-HmPNMR5HAxBRb9YUD(B_$9)Stc)&~wrrrK*Yas{eDvDn(AZ`6 zClS`OTxK;tO+U6I9=mBk$cj`REayS8BILtM=RX+SUHA<(yXsvH?d@hrbe2r&Sy;nm zA7R)3j3+lHwB%m6!6mih8lRIy&DG-$8l6T|4DjJo+9Ou}$76Q$*kJ3Vn>p5xUt1xc z4^`(~S1WJVT&k*by!U3aM~1hJ>Y0FjG?CI4dsQXdkJ02*3b0ydcD^$noW_VzXJ|c? zN6cabhct;{uW4FDAzn@SB7Kd_t9L37NA+mL`K2z3zX9!ksrQvyq|u09=j+P*9^X=Z zy3#NCUCV>UTi*;_)ULePXJSGw$j+J2$fbWpaZg#IuC>3T+~(}b>#;ZYSw%8zKcSqQ zI1D0b22ZPM=|mQ@qW7Ac{13^T4MdD$Z=cvZmm7xhHJbj1LiOKiw0j-kG-Q&~V$XpLcY z*b6HYlW08}tsM&T^4a;3zv2Mi;u;hZg>-4f>eq$wv}QzBl&)wVxTXcy@9eC|X*>`@%~ zz^0w&ddaEzJ$2eWgwuwy1Bwq3ln@xtneS)4lVe-%ylY`dmr%C?J=YY}&V8mZG2s%3 zW@DlBD+sg>A8_no3UUf#L>?72C`BzUoUvs~f!H%v*^|{@Pb{05kjCqs3~=VbM&8yQ z=3c6*thCK&pVrxtA(Np-H6~RU{XI{h)aP93;qUYhV;)xg=rAJnw+c@3RZza*bZJOK zSS{U4Sy<=&Z!evNAKf=eGWBdLuASpF_;XH}CylwqvP9GX`2fN4cPkXFq5`?TU0 z4MI*M!|&KuB&YGtOV)4R>WBi-qFa4ZpYxKY@<`iWzVnFQwNv?_pot%%DK_Uzn>J;( zl$1E$ek=yLBOV@Ldy3rbOKndo$0^klJu__0o>b%&<@QNkaHZ` zJ4b^pS={A!RRUTJp%!|PI}crG{czgZDWT*k3*zKhL@VxzJ`FpXtad)x9H?dso!FBAe|?2bRm9$|Es?EFJXuPCnUkt+i{>+ zcQsl>S9fLE$wPwAqr{QtP!6p|jkOrfijUk?=8@b^lT3-jIw^w2+4_IR5eL&!gZ8cp zry7G+_n%qQb$(Jwr+iglr7I~Jc((h8y*H!KHR%#h8`>bYH2j^7-+j*iQwrBm34ulpis9-4xS%6)j)>;59#qrGwsB z;@kB6^q{jbIWHniP>AsrFJ87%QrSjAJG){Go+YkG7 zq|#6WG;#cl@r!5BtD0)FO+0UA-9$k#YsfD4$-?lA-bXqiAwGzCPAE59{>7fj{Mvuq zEcxw^`Z2Z9y|DZLqkEZ`{Mr1xB$cp9V!~+5fNYZBuD<0g1^we&?sdJ+JKu3vdgo-T zj%E2ymLof_ojT+(e{0uu&=u|3Y?aYOO|G|Q-8cIavlmKA*z3A@6phWn9BbxU)mUJZi;fX+w z9V6A6LZjW7%g&p}LLNVkpCY44o{C{JRNy}K(zCw)Olo7|57{oCwky%zOxkY~%ObHk zXB^IpCEwJUT$~JE8dX~!8`|Nkd`G5M9annx;f$W-0T0FbBhi9eHTrg3v$L~ftLb`e zaK4HC{o<@+CHQH6nAm=iT8CF5Ad~gs!-tnx5n`Yek)nMT#v(%@L$Q?hp(^=Ixf!b# z#}ln(ixs8#@Lf7hhXObIn_PNyf)=bkmeZ2chSR3tp<1A=W8kjqn&P1WuD$yACGh2$ zulOA=F)1>&U(6>r-`6i&2C3^mKFV z%-jrkpki~qdTDxo{?r)*4j%yVyvM|y@;%PmxC(qpxwZDj6F~Wr63a_%U;LZ~T|YS} z1^CfXQ!h`rX=WYEd#dj2*}ywi?SbH)Z(>T3V*NfzG{cWuw#% zA`-ldG9}r|!(wbdG#KnHS=ifdm6DlBP-ok}`LusES943GieFV8M}<*w>JO!qGq`^C zlD;U!-^(lMC{%MC712AlZ(oO;TB(bjek0eA>GM-!!Xu|>GD}B~sO&yGv#YYQlUD4_ z5|z3_#+Qs-{@XTb4=)Lrm^^0HdNph4!~WLeo!}f5HPqm0Iz>qk=a=4#cwUcxHj znoQP!FJ`qAz4_6v@hre!ryU{{9sb`TrJz&AI;5PsHZ-s_v7<FKPWa@G z&&f$vHboRHEV*yKq_Q3Br%qA_=^p1Ty64vxp9ffi=IO_8hJRubxN25WCh*zrO|#Hc zfN9re4Zl~zCLhl1w0yarm-c2dCf$}S>nR|5czhhw9RGgT(%sJIPXv6reBtH7RmI#*DE-Cxkl-|D6e%A+q3&`co z;+P~W2}(egPS(j*`B!!+&i2@o1aLj3VeGR7eD!QpKJja~kw5IHdm=#ju`;93K8vKW z*Zf@h2Q71V9a0DH>z$c)P~#wd-t3y1m4yahH>sFd7Mnng&~zq^dG zu3Yr)=#2+rXEuU7EdaJg1;-dK{t-kMq@4 z?z6nB>hVkB2Z}`FqbaQ)-Ms1Es(gl2ylVV|ucIp|ov5~NNr`?;|J@L_3m|rv6iV~+ z+hQ-X59mP=M|{Z$71-Fd|2|7&<_#fx_*(qnPf?xD57%}kv<-?I+zqO6!D>=l02e_)W}4SI#t?*2SAK zy8KWcMHB9_)5{=T{7N*_IRPufFLhk!Y9jE=_YkO06Vvr*b-SlA3R3`^StwfC;&RP# z>TGXtOTtc%#%U{8r<2|IM)oMVPA7{*XB3~k$3G@XU1k?X$}YP_SSTCi$rhXW;N!@jeap#v+S7NbUro&GwKlFdfQ7=~Y_1O`WGpU!p@%)3Uq z*WYQ2FGu5*5@7Y&3be-}=vah76wyG#YP*nGV4}><$QT~gH!5Pp7N+?vcb7MNAzj4c z{S-Yu3tG!SubI3&DO-;2n}JExjD*I$@7Pwf$cJ{(>SGsU^D&Mnl?1UfJq8*s!JA3- zZV+bVzN7LPP-D8&fK}RzRaze;zko$WK|wLthP^LVz>pcM%7?EMw7~1rCgZ|+%gtBG zcdxz-g2~?vOFNA;VJZZ>-@&9bFRyv+hCz{mt2mB;vFV`H$HdS_(q1w2QsF) z`}Dw(ovgslVba&%zm;IzAPIt^!PZ!0vgmDsA}+t;>h%wCCU2t2Ii~oAM}D;Yw0qYf zwYqk^Sua9RUDVt>KdsC8OYd{m6WRtglYTpjxL4(0R&7!ZR1O9}dgQ;@GP6I}GE!B$ zO}OZ}a|s;u8TtEzK0mWG{o)&hvT-y&bG?-IkVt=@3!=NMm_Ue@2CVfq-!5iZKR-93 z`Lmz>sT~*&sFvmRbog9uI+5du3_rt&pO64+Z}COL8O{P`0qu$nlIOk25$sk%47a1j zN2ygqY>Uqcva(ZSN1r=aOm(i9eVWJJ{|W=zG6Nxt^fH|%X{RC?cax>Elz*%Fu~pO8 z=AY}{Hw2~Q7SM!C#=@mdAQ27<|CA7YTz`Y=hKd~DYb<7E&X=K`>eroRZ|thNz{ySl z3&zjMK=9MbuHon-tbOrHHKvJxffMF?@XE+ch4P3DoZL=Va%0Wre{qwMAekOA*0qZl5ei5$OJ`+mr^iJ z!^G0QupJW~C`ycOZ+|h=T1f#0k*`Q(6axpR4WstoDazfy^-mPlc|@`|^=5Pp6tZ{V zLbll0A9Qf(y%UPwc|zmclJmD^Y_!^_&pX0?4Vgizxbhm)+s|>Zet~>fgB$Lt3Lbtj z6m_%iTMRKTIv?o8eISRCLmUGG5w<}6->?S;}D3!JdZJ;^VKog|Z zH>a2)saA_fL@m9j&$fJe9V$?AZplFNU878eRr2d7a-yESDlQs6eDhMw?wkEago_Cl zE*a%4xef%4mkhA`!uRyI+G;LaTWf@oG8jn)T;;}Z{3t|@J*7__X7`G?;&xNk2;$+s zvM9#TZQk_8r`){ksh_#UzqPy*Fl%h>5-vfk-Vr;4=#dQIfAAPRr=O$dy_<=^ZR59Y zs?Omwlv+=}G4=Iad_^swdPDJRYLtnY8Lg&p3CjC~gbD#BjAc#!#B#b_c}L% z)nLcaMeKLgfNm8!iHEEjNbL}-!{_jP^&bAm)KrG4x$p(Jnk=Rao9D>DwapwQwMp~# zhK!6yx6Jzl85?@d8OaERVcuTV5>xM-FrzgeX?u+H*K?1&)^ommp)Se>1Iecy2OgF+ zFP`)9_I@#%euhC-q~P_JOR|cLAX+Le<=57}p;UBuhh9sMhN2?tvjTWM0aLVCUsk4% zsqYaVp=21f{R8d6zFQBUfBB*#0R^PskprT_bs=NuG&Y!ST)lk5q@|+a=_}Jg4e27a z4IF!20SdqkY|98~IGF2ZZfvB|((cs|&1tj&_hw~=Ib3Me4!je1$4XtVJ`&GfgWCr~ zt71KAbLGJu%((Fh!S|XpW#4!4%(j^+@Q+>{KmFlZe*OYho86VWlW=ruCMVN^bfq%! zeq9Z6fAw8PMrI2mWHdz_MR+=lZT7ExqJn?&iO>rEt54*3VE6|OD?oDU6M@5B|DjLx z9L^Fv%Ur)YY0HlZx$FQ>1It?WCDuz`Pg{hy^<#h^pn#=byg#0ls%=p&qOYHeukjgC zlKC#o1|hFd*T$`GMVlXGHZF(9ZybYZBc>^KM`ckfBdx77;D@)aqHLWq;*p)1<=Ix^ zLIe9th~m#&Vlz_MO=ML~o{#7BBRi$AAH$A#{^&=Wl8WrM9#9=eM?W5L_enh-@!gu( zug`fr)lmWdn#I{TzOzx_e@^hkKo=~VkPS+MDq(NwC{5eK=7_=fC--)~*4Y$X#V$4M zPD+&af0mnTL9cnq{!yCAOT1N-@=vk{TZE53*}~xowAY+ct&+i}2X%U@bQD0~^e1k9 z%-m3U#%i%hL++`cz%hUJ#$YM>L_F=HNt+nI8fHG)MH(#>mi!<~glNqhK~$@iV(xgy z?!m|Sz(=Gv{CvhCD?$G*Q2o!cdf&9C%A`3H<`Y}}cp5&Kyq(V|{TjvLx}@$=0^?`- zF5e9lpXHck3S$(o9~tf3d-gtgsY8glZ}*Uq41|$ylyl`Fbb}v(LkccWPXdpDbdE0x z@365V)GXvcUYSG}&9ho>^in3?j>@wXQ40%p%*GpX7!h8{sBh59Z{&{HLjgN*GNKx( zZh$l;TUYL@*FOY*aylUnAAC>Qqr_UvQ)yZPwNHM5JIMd)TiTyeHm&(dS*=TbVyI!B zxd?jbQ-drLxSX-8!b{TIbQwUotWywD*L6P6L^WesEl_FB-k7-eu}#aU*HKvDr4&)a zM|@>mtqVHO+s@{X&=c8P8QxTvJwzd0uyKxZat?-oVk9XV_x14iuBfy2_sc5A29q12&H@eF$?TZ;;SO-Y8C1%b`6rpW*5Y<0#Ds8j-2mDxXSXo;AM>!IaG zz2Wl43iAoytz-JBaSN_I6kN8XmN~{a2foGLJE8jT^qznE zWP7V+V(;5S3hu0Al|Gf$d7dmk`NDt~g(J(#H~eX%&^SbY5~;=c*scbLk>1h7!+dq( z`dazmJvT7xA!J`0WtTl$U1bah6X%A*lJ1vKa6%c{3A(Cb!Nc4C|sc|#T_F-6cEUMxTfJgZ&Ffp)heD%+Tx0$Hio|b7NABq&t55c zN?aBtlVk1zITF7>JOmD!O872V7CnSWT~}9&lbhbf^W+AU_=2=-*wrSFXg3TjtWvV9 z{Gdn_aamUzH_Dqgp%1she1od_A69cT=u=sNN`8)6^AO*li~>4%4o_9v`;f7ZLVVot zbB4Buwkzl4w$*p@Nmu-Y98~m;Uqfct@449gnDv{=52dV~Izd*e_*la0Soy??_`(7u zi7%*EzvXjoMaMGr?sYn$_6>Zu`BLCX$N-)gP+f-J>TFS}@Q4nJO6xU+6%Dq%(ETPQ zW4Q)A_L^(r7XziFm|jHaU{LcFPaF0nB$UYbzX;|cR3XoV**Kf^k1}?gL`s`xSmfVt3;Id?UY&8%|&@o>a4U9Rs5<#UkaE) znJezjNMcEr;(WQ3R>K>_=uMqm!y~^_Mooh_0wW~*o~e}WMcfxu zItS+qX#!Mpr{}Ii*;*c2;puYv6uUFaCNH;&%YIyB-8HZMrjii4fmb?Wd2t8D*%MFf5HF3sz7DGn9DTybcww&$d8QXIT!{vc>-SJr!=4HG1e zo76(NHFt$bHN>JC8bxex-}dvd!)aLxrB@OQ zoWAz3vr`}+unYdRkR)vaJiNBa8&XxgJ!Y&R&s*HteS;lY1QM_chJl!ku!(wfP+iuR%Pu!jDGeY*~@vJ<`^NtO?`{Uo?tFxU$E zLNrp`^w&6#o-PNlyEMzbzSGm@#qQ8B(DgFry=Rv_R$q9btZ}Oa`xVBzue@t@b%j}W z`Dk(W{i!LE{$dO=>37GiOh(2}Ys4;P)(wt0o5>+H=p*QGfd$iRVIGSA1~ zTDTI_tCv0^jaeyCRk&r2^*JcN_hFQoW=h9)*m!&gy$q+72DN3bHl{1%LNqBRKLb0C zDkb@VH)4&%p0UR6O?DEm9s+TfiAY0I{r*jKWNq=0TV~;KcH{jwHyVow3J8{D6m-vB zAHA^jY_vD}QG@;g9y&k!H4{U%Pp>sE&>Oy>ykJR9UGDxU`u>7tEO1G3dZ6Ps&Kp*?~?`jCyD3=$3a!C3x2hP1`L^s zy?0dBy3*0L{cbvI;fUmOJoix#p}@$hKk`PDP(Nk3c=ok=qKra=d*Qv6cAqEnuaUNl z!H3eqLtZf>uV?@<=R|tqc;q|9Jj}FKK*1dW^`gcyJ1iwqoi5sge1D4<2|Ebkqu~#f z6&CvX&SOGZ1-%bH)ODjEanM_w*rgvq4*OAj&c;zeCZqP_3wLcf0w~M$zL{mcptQKB z?@lZ&O|ER@gLaHv-fNmbK=_Ds4?1xMuF}|noXYT$LE{OFmG2OvJg6ga(hTsEc$if; zav|T3BMH5XZSqs?VY;1Cy{w#AxBjbFA4xF=l|A*-ANPyYr^} zkCpe2?;g+}bL9BChmW@DwMQ?bVmWtDzhZpftA3N3;g|303lMXF<5^q6C8{7d4|y5K z9@xqA5@m_i^BU!LvUQ1yWAo%YX-z||=uBv&3-%mj46cW!b$Y`-ptJ~%u+pL0aF!?bZQ4|b@YQ#2ytZgx+zd)I*!h*b!cX0t5uNI5*96Ek(g=3UUD&Xy&?l7Xlq8hq zzWj)PVgLb6X0Qk_%nm(5yqB`DJgIyI35nIv9L^Nq*i^HBm+;LND_2Mm^5! zJLgiFP4}o7mWm}-%miimF49}-t=~|7kHUX`%LcMkMJ&`5z$v32hKwpoLs|xSy@EI z=*4S;^U;hc>jwFnXjmqs6<5N)B+uQK2S+F5W(C#i*wL~Qjj|*)QEYaa1H;lS*kH~^ zG=FxYw3>%v34Gj028;Ay%OUI7cg`fzM6~1sN)?G`UAxOF@Hm}cHPlwOSx0sbk8Hsy zS}3y@Z?AGc`Yud0kf$wAwCVF;$F^z{;i6}0B0t9RuQlVs1%9JV6ovYvY`BK|%?t?Zp`ed`-3)iJJHuj=YTvXohIUtVf5ApgV&;luxHHV+k6 zL+48=G70H$YIdbiNq;Ypt^dgN<(|^(GfEb0Bo;%Sx$2K{+`1}J@z}Dj5kyRk<-~Sm zh3(}g9ljWIazuerWYD!ACR0)BuXWAzR>*DzOu@RkWpwr4f@=?MN=v#0U&KT~Z(*^I zF?mIvoI11E11bz4*sCm-F4Zg}_XD!0#JYOi$-UB$8Y)^j=KtI-y*56SFudzl@tA^* zVSCi<+S3^)H{Dj|s~MaqEnW6}Yju*N24t{a^iW|Z##7=Cr%F$$;aj+v@K%NfX+P`h z1?Z~6jdH9JkOdvld?;-lNk2uP^A*)%3b*xjCcWYKrx$W>aeeX(E7>^IRd`Coa|yddJFqe_(YHNdLRu6bfinZc16^qA+?fa9oW$Z z|A?Y-^z5nj&QWnEDx$eK_A$`v>x2BVqmeRsyq=J_?Yo~B>sSi;O(qqe5FTQ*hn@s_ zL;ay<6}nxUC`yKIsKaRHE{hnbE>-3IMoE!njUl6aeCWLosc|G$5&k3Zqd-A&(BX>jwl*)>1zg-Q1~5@x}`kM^C+xSTjtcFfsGG0DOUSl*d(sZR8 zyuB&qq7+s@i&ym=lJC3{FR_{JMcA-Hj>g`$_~!BKt+?WVIg!TkYi7Bv^sdIjcIbT zD%#}AHGTcTzJcSPZ39Mb_rDcP1yM&LE?{S)M7u@6C!A$A@4BZK917q%fd&FhltXp_ zlG80;d(UVz=%<{y5NfD=+ZUV*j!4(m>`kUDP>MrE=f%S>7huLvaNlSZN)YUzhK{bl zmw1X)o^>c1?5EvjpTgABs4Z_MF5t|Oza z58+f$y-?UdOrHv>l5_J}k2amG8?+d?L^?(~!>B2VIapedi3#2#xQ=g zoBkU=f*&us9VAn)r#eRKC|!}Q0_+r8S3W zJoZgr^a7_TEFMf(eo@^V1es2HQgA|fW`*fKD+)zLgRol7{LXc*VSyXjsP=~sE^w{{ zslrE1sGY{IUu}-?PBFL`<$#;ao`(2T`}9u6*C?`Woe^waro&B1mwMz$F`n|sw}VnXxx?j}-=BEI<3I-aRgbrw$l zOia@ot`$`hNidwA`uv9GI=R?4`&$h7w{~3wqim|pARxgl*KUDZoZ(xtEra`2wxdfT z1BXuTaO7pl%J({}u=|Qim6MV{sq#VCoD2bxeUdCqy-m380&}gbQ%Zyh`;WW8Bl*g- zT{k%)O8W3#8m5@M3w2ZxpEf%3mOw)Lq$GTUvacLTm884rq)lDfpT%sFqVTbdn~gf# z(zEMdGJu^lYQQ^zz@h;NXgXbFs!~~@h;#$EJ&s&g6=!+xYFHud8;t87Z1?D$Mg1JT9>4JqxOi%d|kiCD6*^VvV|`R*OxAAQ0%COehkCdsdS54(<`V^77{c=3+f1YKnuA=@W4 zwwuBU{7yyawPnJhrt@--LYPb3l}99x<~}m*3tM=A6a8iO_=J_=4rhjym(=*H1rTw# zJC;tCdmTAfHR;Yic{+Zula$)s7^EpDBBK>tJAAisQ9Gvl*~@{oFWF$6j*tHvcjcpM zx5sAkQCC0PkVWcRWJeL&YEm;gwoINWO&Q3s7`&@{wlwZghDT!C^dkww;syRu<(`kk z3@Z0VFI?DVmi1_+&$}h?P}otB{g!g9B3VX?Y{7A@K#H7sGVwBApTAr_eoli4hQ80X zNdRG`An!A4X6LMAO>ITY+|=92R2B?JM@%s*zM0cP;pxZo@gv!1-=}h0$n%9Iy}+Fz zhd{_YD34&#({@A871X3t>EYpLi1=nFX}k%4_;tZfcV3+0r#gMtuXyddg|syn(;V!R zGfGY06wc}-hEP24?#t~ey~6N@yWq3NR8&6o=VQ+}+LV+_T1RWjAx5Ezo9L}VB~nU0 zE<6E5m7#ZiI2){$<+Ab~ztkCQOfxrsd`oF|`itu5#kbcsLc*6WiWWQj%MwUBa!IE$Q>T^Z&!q8M!yTW26xloYYdR;mt{?qgooX$JLa)&tT34H z&0M49?@dmW`N)zaSC)1!Q-gloq6dizJPn+T4{ zwe)#cEfa+3yDU*l+?|_eGyJD63T52Aq1vgW+DVM9y)MVHn;eOCMQ1RLyD3=i(#-zs zk8R>qN1eoizP$IT#uoBoO;v9@g~#0CU9T&ZsD1;Lh0#Jg8_M!T!zcO~+IDqq+IH6W zk0pu?#JQkj;R~ko%r|G$u9Ms;O1yO?EGwKzRWdy2t?F6uzgy+va^fL@;R9d8BQFbw zZz|z1x4m5tr2o91`splhQ1va_RF7cho3rB}90)Eof)t91FsRrk!m8lNL9ohf2z;q#R70IeyBVQLBTFUNv>Y|MnSNosC4+wKK;zBxQF93=FirMl;#^ z`i>;BQ-UK~J1}i-af>HLV}D|M1%^p znVaTH@Z$&7YPap8$#h+sZm@&}B_BC{$;fs=(w6$W1RulM_)b(TlXhved}-4(P#f@# zAkKCEa?Uy{i$UDgIkNM)DR8IQ>uhEyEJX8yf#f5;2?^rq1mlrwE<{w?*^K!@CxI8T z4JC@-@w3V`ok`nBZh6tPu!pN~jWFTK74S}V;|<2!TtxD>l)dbNa8l~8G;bz*4yM^H z#u6)gOq=J?t90LFwi!l8*VfY=<*(E<{gET4O9Z{}rszX34Px`_?Po|!F+nMbzNDhy z5#=}V>e_@i@f0|84l%iM{ty!NAfTlexktay61m*`%@>2eyRevzo%M`;;O(nKUuD09 zAf7eL;$M$&w|G+SMXXGzMMY>eSCN;-bya29^kV>is|0O`l?fu_)5fQy7wtsgJOse} z*Xw;IQz59HIp^W(hwmCUIMXLX8Rq|helYzqKZ8wl<5}zI00RRB&XFdk87Gi}Yt<~u zocxI?Jbi^hb`Z_OcRzCG)3D07z#$o}^-HoTcbM<__OiVEB^59|((ZTZS{5#0(37il zseU%HmN5n;Kdc9osTS2ZuhFkr5+p(O>dLmdIxUK6v78vfKnyx2$1CN8i+*pk}aHj3*yuspRj&>CN-l;QwgGXbMX!}_CaBhb3gc+ zAFy!`ddYPu7h7TGh<%aVYVYhcuk2+HeB3Rm5L$9D)q~|Pa@CsPsoxR`hOqxzm9gOY z1~O)vcOVI1P3|n(qM>~a8*2q;N3W{e8x#;n`tDPGyHygAV7Ef4(Fh+3H;-=EOBnuQ zl45NUSBU!9wczni8P*b40@e~Oh#ng9wVg1x7KS8I)q4V<7s8@)+%3|X5&ns1vae<; zuG>*Y1T|Z4&M^ zFN>cUey?Mx$7n{)E$Mu(^SVUWtl~)hgY&mTmqnB6FYPwhw>-}Vm8}m^gnDt6Z#!F5 zwm}e0!RUvDfGMVq|66eS z7$6el*&sxw3s9Jr$Q?n!czQ;^!C@y}jAON~ds2sEei042!UlNv1vTjwtEMiy=2@%~ zD+T|`bdDh@7Q_cHa8gV8itbhEFDq@14!?4^9vqT6M^l0UjrYRBWv1^r0HA`pFEHcN z@W`8xyS6;BhmTE!Q|PDsP>p_Iq4hrXQ~w0@m0y%GQsDgrZ}9eCPOtMTa6EO#Tp+oP zM_U#;qRGE>j_ap@`*ITF@arKgty}J{zgKFQl|JwdePZJIxr z(REj#66+4Lhi~vksOV}`3h}vC{i?U&5y6GV4{TFpryIjDGzWz8&-ey^^2^3$dCs$P zyp=BuKwWoO^%VjWhr%W!ak%mu)JvNs&y#D|-svv7=#>Jh!d>^BI(m}tG;9dx;b z7!|LkVwkmhH9>70R8C6`26CLABvmePb3GJ(tTPp(B*Hya=VW!Yu_U&dqRft3M1)mM z8XG$4_qF4)fT=UCRm`)`w+qS*Z~8$eSX*|`1WTQZpM-WLvalzeaWJr<>W~>EhSENz zW(yzoxeeb~27M1Qrc|UzvVED6zITC!7MoX}I`e3U2%?V#bNhJ|OOI4%#*t+L3k&}6 zBUhWKTDzNCaI6xDO|9Y~v1ek6I91Coo-TLS{Aq7#K_u}(%0$SI&dILxV`BC-Qg z&B9%=DU=d}&Af!Gyz@|rqyp??9WThWCqBgCiGOBo7P z(XaQi#o!=R6r=6Yw#G~GRPG5L)9>zf)HEEy1cq);cP z?y_J0pmhtAdo7Zs#{$%2>OPL`gBw|XTVZ)y)Zi_&qb-Y$1og+yKyt_}@M;>= zBZkR6O}>Z^JSU71ehy+!0Pc|1T?YCFG=$cq*g|b_=C${r-ZL8?V)vk)LjCiz%f#nE z(}Gu~MVI~n69FPC9tG{gV5pml7fPMhbcA(xhOzsNf02}{8$2q8**a;M&HL?57?IR;6x7v-5&B;Pd zZYJ8|;7!MkF=|zfFIB9z#X$*8pX$M$zK{~AAysG&SmFVhnsz?a{!DHhYHju>JpP#u zS#*YfvM$6XrU_QH&VW z%cA@$w6!#Lf8%KLzbL`}-*tTY<178*B7dmFBAa(DAe(n>{Ks#C_&{%h%mhv*d9$QK zg4fy}P{bGInuv*Td=&4W5(u+AEL^|2>4e3H;huN@l_@@)|ClC3{g~ecq7t}9%6^=M zB~cLt)tdMrFtmj`XY}V|6Wna|hb% zupph{{x7kdYzuV|`;!RFO5dh!A*=;3(DH1KNur&}pMfP(hQw%oG`#j`k2K9*Es#jzFTp!bo8o&gye~bI%B( zHFT{&>gD45CvYRFQOix3nfCQMwKn>?gUceI9Sf)1I+*eSWPCVMwgL-Ou(A($ELbyT^)l=4YaG3TWBY(RgF! z*Fr;Xt@KM2G;+Ax+}4XtWoMWIl$Wog!poK^M}bZwv~ktpC))H>n}ALsfbZQk;r4fO z;}}=30)SlGNthKSLI1XnG5HhfAX!3?bRM798Jv@O;mX_Acs{KAdy+%8W9Gl(^$&5~_%xG`~|ty|u^O9Nv+asZP8+MkY;!gs!$AC72E{7x?S~(C5#cq1T27mY3u$*ecoqS zO+aly2cP~pVQ;{pUMSWmd1NXn5F27+<~-}a9&q0k?+U2Ul1DzK)1eIvU;?Dc7PplQ z9|F7y3?CC@abBf~F@pv>;QAU0aY=(p+(|#onPylqFeAP~l%tk^bO)0ndH!!A`+e zsHkP7s|h+ciHSwa@x|{M8lJ!eHxc}Mm`+wyiF*M=2!crrtnmFiGXioA2oP?{aew_B z2q3^i5{yt|zhtzX6)FX2^Rrd9_qhTird`Ijo^0bmdh<56msA=01$G%CMDfJ#`&d|F z0aE_!dcvhv-fMjO71GcKpsVfLp8;Qg0dZ@Z7_tN5DXLWBKtHDwWHLcFB4{!jq0U%= zO&9b9L6<846U|jKvl&k@oAIV82v1Ks+ES@ux!`?lnF_5kQd&GzvB#FZ< zQFmYX8@`5?H!ZpaITdwG5beIZwFyybq1W;`Pbe5cPKCY*3Nm~}SKM`zj_CTvL{Ig&)1f2d>%hu~=iu?7$37j7w zp?W%x@(?uja&;BKuc=7=1@Gt|dE%eI`CHzCrA;rE{sf#3s{XD{%7eBN`f-pp1D1$_ zFWMfWtyr`@Uuk_Ia84Q=D8HhxLRJijnLXr60v0EOe*Jf``wv-+}Pn!KLGFVOGqcmB`Uex;e z^T`cLL;@MyVfHK0D&v3M`h#sGWdDwfKSM4{|AG}3c1RU81+XCMRiUuvd&TxCzUjy> zLs&A4@dB^3hvMkJf|bTB-j$y2}Sa?z@2bA zGOo`6FCAQnT@n~v*ROf&Z@_9`cLzu%EjH8t?k3EQGyN;4U*<=4gZ`SgA{bY7)&w+A zhD8RzHh4I6xIW&OW(GQ`o?gziO9EgYK;32?Air0!tpF(reL63At=X(x0C4ADbVB&Q z>mL2bgR5(<uTQ?ooIyX)$DkPn7(oyav1Yh?fNxOGcd{{!~?57db|vd6WG2ho#d?>#86 zd^O9@?pr+p1?eD42aN~O&de3UJd9z54vSaX{(OHzf~w^Iv)c~dISo90fw*a^;ct2h ziTt-cg?=6nR>hAMS6CC&=@~Nzm^K)_2))N%QjYX5yW!oJsjlZ5$Db8~@c5NAN%3jXgGvC>hU90deBj{Fr=bCmao8JH$T19q9*T6(bd5m|>%aa((czE>Jdvm9kW%SS-^7E5 zvRT!Z>Omi@S=FWzApej2!|!Lt_HAXslQweEmyDp%6rve=IVoLZPX*ZDSi~9zf1S+F zh;}tw(0$O;+-4;nJu<85==7j}_d&$C33s`C%cHl3(Y~q{lVZxMtNq5*dx2I)4|kWR zW*!cB{@f-oO`O99Q@9i#5~V7K-W8iCYC zHPmc*IY9-UfGehEyARF$iCga9f~Ogd71-7`xnqBEg#VhQ*8`#2wN!7I^N*+ixbcPu z+@5~mIyPl{3{Ae%yYgL*Dit|~w)F4r7BdHvO3oxGSwP6!C};6!3}u<{KNl%RB60iL zTPb+jhtD^@w^BGkUt?z=axsPXU{IWc$5GbU8U0s~0qhTc+;@}(5P%weVq3}LAwoce)zU16R((}-k`SuTg#aY468oRI})9non z@puQ1R^_Rodz?BiqEOeK4uKr%m4av21P>#LE2r1-A%*vG_;ffAb*6btCa|gKuyPL` zu+-u2v@Zcad^j1;yukwI;n6Q9wsz2vHL#D<4Z3V$o`-qyiK$-cg zyR*Se(C&N`qxc&8AuKq{%Jx{_z>b{#^#hvvM{qMz90K`NXifJ^kb_lbSrcjk%_O18 zRvktBv{UL{GgH4Npj%AI#)EsyAcWF(yu~tx$HxtN=$_oxSczf?--QqyiggDxcd+Mu zBo^2A42@Wy03IaQ!D-(8f{zKFUuoVuc-#i-0=IGRwm3)-06%ScLNL3T=nUQQvb~`R z&ERd?pq^n~enKfrDh}bI*q-2AA^PgGg8I&vMKLN*1U-c;X{gRK(2I}1saj_ zz4W^8c$LF^z9v;p$PPWd$${zf5qM&@Gc95$NT3y_)}a3rROxbPfC~^jFMx7&%YfA7 z{xVX&eOR$>)SnxaDKFH}Z2_NU#iltJSArh^S7()7g83_O)=53_WeUtb)p+~0yYO5) zvi)vvwQ%HE>@rfT8hCljk4B+5=Rd+bJvLZ%VEfFN29pL5WElp#RL_MS3D++E(_(`s zu(GheMTL{^1>H6KQS!TddA9;Q#_lSU&iwFC*9ahbfTNDxwpe8$B{m|<a@?yRB>MvFaRiGpr)I9| zkpos~>iNF%HD004^i+1i;d#CJFP_bv0wM$> zYQQfIdF2pdKv+SMC^7S?Ldq^j)rR(q@j6myIpV0DPT z>a@NyYfDE!i4HyFLF)S7gaJN7`8cdpU9KFs@NG9c;>4=J{K_!2qzI|@DL0lTq!}L0 zJHeuauSFGPR{?dL;eq6F*wxF&&}OFGI)_bQagTfBzCDCQH9p0*0CEnMk7#|k87yN! zy#yFT|*2;Y+o zijJhzvA%5TFnwT@wN=R)3Z3#Sb87#|lzQ-WovgW%Dj{&2Sls<8<>V1RY&re?ey{exTaf4Wj0e&Ha#}=H zmk~=y*cEt)v79{6kI>Trj}c#7fpzn2WAF(9OuY^{{8u$Zq9Ep)nz!C@X+zEf*V(6p zB+J3_<4oBu|A@z6Igg$ww$O=9fNLfpkw96#lQ$FCExGRENH+^1gtFA8=5#%M2%qe zJSH1TNODmQ`Z*0nc?t|UWT^y+rJ)>%|C|0cgHYqKyotKewn}LkMSFCs8`A*2dRdDV=P3q2~prg&P&YbCx?k*IfAFGX?N!x+zD6(`job z4sTD)tvBk5vGsb)q91LC1=pkdv_`+_hXTvsDDmTXGXv%m(}aTh0%CSCgwKh;v>Skd zh=JUQ;XE{}NSGfgNzKwjY!{NMtFt!rE?b<`Jfw%_g=Dg zAqNQNV4{9PgYDOtH#p%WEDXVb7+H%Yeh#|`zxDR13qPDkwTN_5DuOw!UyFhPlC!^7 zYIz0Sw1gvIXYCJ4^l$xoNV^gPtgeCi03{r9!f%n{=nqU@833TeW7$k3sxTRicme~) zC#v6%)Vu~{3?Vw^F{2OLR;yZ@=<*|2fwf3Kj<-reS?nL|p96S}W1HtDK^nQ0&_QHO z=0JA?g*yRATVHV(ul5VpH?YJ1i0Xv9N3@U(6F4iq>>bLK4L!xu`qabuH#S86p;RyM zz8fE`C2CA()?vq8Y`jR>3+;-MDHkM2axukIeaSZ=ZI~Ml(RWs>c@v|}={?4hA2g1Z zFuJQ~km@8@Tt5B*&#>l0{5B=fGuCtt!4v=h5XAL=3XN#13z2-DV`|>;{ZB^Wx2tb^ zhWR=M#DcV|J1+FKhxBEd%rH~PQ3*UoF0sUVojwHSAHjet%$R42#L|F`nx&w$e99zb z*}zigZw7xcS|>){f7uRIdfr#lK^`e|eK9xYo-og?AP>OT+UUNTkx5H9Rin*n)!b*^%~ z&JcoeI-MXajWz4`(G;0XQ@6MzDz+qQrD-G=3Rx{M(ndWZ8+5eijqYIFb|clL8FUhV zH&dpGo7-JDmNJlP7#<}Qc<Mgp1!-hdKv7_0+v^-9nT8Z`9 zrg7cb-M2?Qs{&PrrFjk{hfPieR=%ZvAM+$OG8Nhq20WCcd)Sq`N*dy9%b2e<3Juj{ zAKkjCDuJhWd{w;vC#e(&nf3Fh8XbLgnqe+`Alp;qlF9%Q8OL8hr_gy9m zZe+cLNdS?gV$aF#)X6%HRpA)#kAB-}&__^>a}lQe?hU*@hEDHM(kS9w7=)u5!O-*A zuNBgI%BZ%gb<-I;2GgS}Wtb4}AX=T+%zp>>sRkzjv8iB)fFB&e1CJ8KRB=CBrYcG% zw2;y;oOfyykj@9tC?`N>!Fo}1Ie-yS9%7x1fc7Hy23SaVW_Yh@pA+Vw41cQ#bhBl`0M3;Uw3uQiKWhR?<=)oQ)Bc5@Pi{=i%Y zzHKl#{x~iX;|~z~zd`wA4QRLX9Nkae+_(h`<{y0QQ(FBQVMuZQH>&>I9{`H~{?^}? z3OO&dE`=Q8yCwVpM*pqjzEtD8IVx<*n$!YLL&Tr-nE&A?u)(24OkM1Z(Sc| z!%{cbTvfJGDUer;k{}_11BBuY`GtRdB>@X7u6wailCdgQY^vtMT7Dgh*qZDLKNv>M-o`lKe5^4TCq4+ z;M7{xD%rve|L5!-V6cBo)@^xifIx6p>qAm=s6aLutN@jkx3h^a+6wEz5s_{9f)4X_ z)FusBRMwd5!jrFj;?)M0`eT7qA6M=Zel?}E^ zk;26%JT10Gk*>*>D)G z5w*3Rn&*|o%y{oSPvUq>*Eg5oDbh>shL7}f>tPR;ccwO}3&V=(4!lRPn{4-CZ-nXo zYcd#nYoE>`ZDE}2rGNhjsiMTzBtO8jR}ml1a{^)k0{M_3)10o8FJb!7{{D!F^C;JK z?bQqwuP+mU!ai~lh{D_TGlURJf?HhS5Cddk$Y42t?`6cSzkcuFp$~gEfG(~{#qEQH zm2h=FQlF4plpU^?#;bIJ^G1%#`JC@hvZM8TM#${w6r3HUgtDXht3*92jwGPT{k?ff^!w8ra1JDgh#ltyZYDM&k*0qp=X_lVnwE`Hem{I#>R z>^bMjl&-mR!h%Sb=`XqSzxn7l<0856H@2IIIBx^b1JLs?MB*TJO%fH26y{%#<^HZ| zkluoPRdZEjvT>?{EE$>IcR&hA_4CnKnWRJM|9=d8&{2fY)8q5-oI^~kh;-EciuWuV zTrP7@$(obMe`BmtY>ex1_)cBd0{`=t151=mux~ES7H08@p3v}QL+S}?NKf4OttWhQ zDIh)3)Ki<_^D^SviGco_O#kn(@8roq^R<8HY+EwU6Xx|C2p=n0&9QyVuviJFppa@M z;CQG5jKU63=wUwyg)0GmADEuG7Wx1;bN`!&cD>t?~gWUjCPTpaop;69A0>B^FFh_NCfm_k?7AC6erTwMtS;0 zCd(Hmi9O3x+^t|X3&QtS2+}JuUypOFfnA@XH^2ymlK@AJ4dyTLKsw40C{Y7`$P7+RWgO7*URGv=AadJ!bouqjgMa=?*F zU|QEB4D+v?=r91L+o7o^eq?tTc-;aCwL=;rs!$7tJ2W-mpnxH6<~x*&kGt=4%6*;U zb`{86)#DrYzs(O`UPLCHS9^ZNipR>%qS1DQ6T#6Y4AK1ktJn46^%0_9jSO+PVq-yu z4Wt8xx_aG+V^4&;*n1ieiRV!Tm6~bT!Pc{zl~cjbpMi5_z}THPrB;N#<3lF42FKHr zFPGu`(QjQ7IQxbN*e+3x_IF@~Lr>YBxp%CMN=e_${bA(!s{x(chyPY#fyABmnbBI}UA_ahwNd^(g4X4up7I7Y4yC{ydIX5m3wmq>IfODgx z9kJq}NXD)vH17gR6Z_-sg)c~0RWStZiy^#emXaLLPA>pV5HnSY+R2DNrgpWYL_yM&v*;Q6_esw zq^|iZgCtZZwg$6g+=CJcBx)D>x1Sx9G6v3K%mFYyY(I8h^QC=-6q&fbps}#)@J8b9 zM=qs`nie2$YD{fU`Z+g^EFt7)Zlt4NzV3j<$)|(wEf!;D54_DM1~UC8s-VhZhzaIA zVeO4%X1n$MH@E3>eL#$r~ zCu0I-b!Ovlfkz)Ks2&VXc+)IQBSTw(OhP(A+y!Y{&|HYc<+hMSo?q977`?02jQvLzpgSN#PSuO$Y@TnWNnSwHY zvnUz%X&giYel(^UBP$^7NoW|bfgPlArL9!=>Ol{jbzFqhpM=8Is=;fJ_%T`kOlIap z6zRv>(7*#f13+1ehS0J!jLJ=IBmUC zowWT7gAG}S6|2gLMQy3Mq zl-@EM?mB13DPmx;wiUeVB?SLOi(qXh@CKPz#8045b1uR5977~&7UW*XZa;t%1;8md z-NfX})35_st@zhRpU&yEoXBR;Fb*%W;PTr)igW#r@&@*RrrdfzAuBU+S&z--V~U=@ zy94(G)&u1N;TYgnjOF?xry4kpT%E3DZc35!4FS3RB3@8?i{nc{F$GM6%On)bA7Jsy7z#C?0#g=)goAVRd|WJP~}f~8q~3Q6k$PsGhMpa>;j{n zec;7B=dA?GfKa$YN`8xiyVnJ@ogk2$$Jkx3aZWQ14R3WV4G#y6DUdNg5P}KC{VxR= z3tzB!3@c|r7+T8(VF`ig{ugf0SwCi(i=ORDJeMrB9^E6=K{2tmTC`0Bb&*S#pM!fB z=R$6uxm0!-{`FD6v$OwrMZJU@tQ1w*!mbL?C_+l2+<>vFeK6=EESOsm_k}e)gw=Oq z_AbNJc9?xM@7YG~*kgK5i1fZR(3-ZjS!Bt3O zTU6T6a(_i*GNot>2EA&xS{x4pVe8yaAmp&i#lXvf&oarSDo5;43tLY<0eSk7+_CB1hg^U?NGT&$Rb^`m z^8^qNG2meKg56Y*8Qo5TgGd*;1kk~wOgH)LYf@+pvbuu%AgM4y+m{GNbsCqjcvlEy zw(=nmr!EnIj!{-@e^>xiZUA+1@XdyYItBz{-#B8_FNz~n|K<^q00fI-#DY=9`3FQ+ z_j|`qqWh^Ppo&R`d>~|L@@`%=k@a-|Q+CftE@s1nHe%(UZHuwJlm)=sSv} z(Y??WoEtyNuN;MZyfEl4=gQN%=oe}6nEcnaS}vj}YTv-_kF5p*A-mN9+X#pqpT3hA z9N0GmoG5rTuHLc$qr~2G?M3^?DzZKu*XW4=aRs?SC&wOHZ7x&=27$u7MnTcIgqwz~ zb(JlICnmcUH6CYdKo>#a);t0Y3wt+nc<-O zMWz6CvFJW@FocMpx4pwjOjh^u36Ib~t?)G&nsWKZ z39=U%P-a#;m96h$iY67n_Q2|i9%G1{16}5Xi(uyll`WwXP=5law5;+U1ma1r-Q`nZ zTNN9X!$CPf&7~*0g(4683#O^8#*J&#}Cp5O{}%yO#?xplx1+@xz>vf-vnZWuWeFBtQ1_1u3G&Xg<1F3@eVg zXf{=DQn5!XQeXoTePN3O(vahjDS_+ZIYNPParE z@8&r74Ss}Bh29IKM6 zw737Alt+?U`*t~Xe7bT2ak>=iiQ#c+`Q$QQwgeXD!`H~l0VD1;$nRd%(uB%UCL=V3Tx_4Ro zft+i(I<{f@<~(O2-3FNuB9-w80yjsmK#=as+daBx4Z6<+mQzaWuZO`NM8GlN@D#u~ zi+0r4l1FwE!eBH7&Ib1=f2Rw9*H2mkE;*I_3}rPmqn-^|BOVd7hX(Ph+_8r}5-y#= zLIi+IVN1i?#2+s~K1Kdw3ebVHlp__mP{T4^+@|zWq!F_>@2em|7AgZJ`xe!-y5=5q zux&XYr-zz$;dHT(xV)f*E7b5$=kUVGNiS(%AoHJ>6dSECNo-OvIN9urxFQfr*6lP5 zeV^I~DJNI@4zxQR$xW${V9R}&dm`utNd$#e{c%5|mJj}Jc-Y7dm6p{rBpU6SLZIO! zY$qX%C*O}v=HOLJ3kIc0;9+1hf=en9czKt{C%pP8$t#hdpwLLpUJJv~H=I)3@F13L zOC9>4{0H(I`3tlKP-V9$Q^FyElMZf{;PGA@gP~5%xyoJxLltfs{ImMN#P~ab(Kr(^ zZwDyz9e;yYpbQLTRfFYn7A*rDp=kGU@9cvYINcd1y%U;5g*{mb;b$JA6d~{U^0Ao) z^Yz8bj5@1<7Mu)^u@IUlY>gs23?VTLWZjY`zo6BrMp3u3{O)Clshw8Ua#1Y<7n+@b z0_HDb_+WDk2)m1(8mCHMb#5W}s-pX{C>%arvf|y#IwSPuyn^F$gX0^Hy{Ws5{tY(o zVH>0aB>FfqKxn&zcIguCg!Ky-v5h1{u7ORk23E~`U7h{^Uay#nzk`{zq6#o;2<8B6 zdEBsc2ciulSKTzCsq8x1rpZf6!3a7+L6ij2W2+hmU_X)!5=Y;okW@#Es{8mh0J;wV zvkx-g*gF$yIIP~(Pj|_L{gUG){V4h+^znaRk00pyR8e0B1{kK%0fs)$|4NDOAqi3G zxTwQ1v$cx%F**$Av#BtKMjuk%!mR?H8|N?aEFOPrytVhHmIWFC`1N5U?!PaI(sFH_ z+dk>#Rn|Kjoe!LN@_}x3I(j>L6tV=)kVnQO@=jCzD@Zmxg^=o~=nVVka~Re=u+RV7 zShj`s>0vg%(;Pl39i>M!#S}Wi8*Rq0t zQGzx&giYMs{8|AgZYt1;8wsRt_okCSHf|v7KAEc>XjPr?FFAurap)AMnCWnQWk&8p zm_hrvQZy2Se>N7aRYW}yEqRRN5os?(U8P!~otG=p%?yGNj~Lp14ZiT1;-C!tDEcPh z5=foyaM}jIoM%x@hpvxOY6D!5{s87ZsKKq20WFW(MH+8L?=l|mNRV!k&E>;S_bwfk18!qh48l^ zFaftLz90nsAT8jwGr0Zm=#`WN*=1W9*c%BeYH1QjZ&*n_kgU#%QIvs)*U&f`P^Ez+ zdSRnw;HD71-FrYEmE9ZDBj^wT!!EAcWC!hw(WpaQbYG^g)l0!mR|Fv5)5Z1*$YP0& z2>m{&BGZ8-l4PaVnP^9M95{7_J(5~B^DsvJtC~PnprMk6CYndMAi<#rW=dJ*tEavo zIM6;fIM(_W>IW@a@LZvt0Sh_yBFCtNE|Fkyai-DqIy!dbVr#tzOQZswGb5$zD;wa2 zt&Y+4?+YYfZpg@94;nP|G+P)Dpj{AC-;4NJv`3ae?0onse)8EAbcmBlX{T31_H&WP z-r5DLF1@Z_3#cJNfo?r94ME3doC}e8m8?zw6h*NZEd#{!6k(km2g47+SO>o~%e&n+9A%6gPJ^(9Wwhrn#nwYiJ+5&=` ze(hl7VbtHavlNV88Xv9j5DZjib;Vv>FdUZyhLN5nyb@3e zRVNUCwnE|;-B3aY0|k~}C~srlgy%$fhq~84m%ely-*8BJVKJQnUr%5>tOF z=h!Af+AVMhGM<6_MO9VwYg=xjb0)Lrl0~gd&#ghk0TM6QX*VI)<8G)=gbzU+ySY^2 zUN!+itrhli-u(@S1Yt%?R>zwo2;;BTV#}gYU;k(ya<$dOdkckYLnc*L|0=dq)tkf_fh7HAIUu~(a>YUF2*e0f|G>tmj;v6R4#L?G zYP#};8|f$m7WgV+=&x;;K(i(IH>Ijm7}o>W3qBH#Coa`3y$sMlvQSW40P~DTQO#JB z4Qg$d6Q-Eajpj-jQ^&x?z$0vFvjNvIu-AVFcouCT^m~YVLnP$ccF^q;yE#PRX6Mz zC=kBX&Deza8d9J4LO}mpwE@mKMP_Ni12_wwY*xXTq(h0jS^zUi2G{zO1~UCNvva(MUwVqnTP5n{^jD;-IEF zeeycQnk4bST-XZ^N;i0^=U?~wrDZ*YRq0;WB+!Ym25Ccx)9&pk%a?~wNyvFoZTmJR z2(5PAQ0!L6xu8Gj-6|bGb;#a?G?q4Bm~P^dkd>-s=!MphF8hJM#bNo%qQOshr~JiW z08dmWfNEJDY~I{wH-vKkAQi@$<8l@?dlCv3J7|52)TsU7OxRw87$&6{##FGH{xeYH zm!V-MK7g4ZpBg3!N-0R?5=eOdbfRViC_<6>&_7KsXlp|f8)WOKi$Palq0nG{I6esW z0ni#D?_I1xM};Vb0;*6cXzC7fUYw5?IY!rm(BD9C275TEK9gFl`n$qUwI}1PHw2jz zL2UA8;y~68zJK&geI+_8%S*bVi?DVu2=nKBvMf{bty@kY+UFrW>P8X|aA(y$snU4`%1j}uP+K12;x~^AtdDsEGOEYy^EAMMxOUSo1fo4ufV9m-I zFv&y_0LaU+l{Es|8HxU!0KS3?yI%F-+qqGOWVlZcb!y~|j9^yxI9j;wx%nvrvDs}= zF&2PSumxR^;(6YA=0Te<(mqt`wOiNr2S_bT-jOF6dWUzdU9J~|EAE2|ul(&OOH3WF_x7*3|b_d_f z!1jE##Hh^vQNESvh!X-YpnF|p@?Du=r;+tfE#@IW>c#g^x|-| z473;FMbU9Y#8^EMJeu;d6|2ipVXsLXYp6!+8}?4!6vEUlEVF4$UYCv(u;Sz{067QV z*^MI*a^6b~QWXa9$9ky%AE?v6jse|oIPl6;ZefzBG1&dLpaH2d`I0Q^X9GdS1joZ< zotDh-33H^~#f+2KW-;B~DuL(qlm0L_K z5hCF30q2UwmpFE_i!+(0)SD9^<*t4v=8TiQFw9T{RB>DHd88RJfMP^mHLGK2SI5OY zJs`nDr@fKhQyggw3cJzkf$kDlLiioTd?WNa)g1PMxx_dP(0R%#5@8Fq{SU3!c3vII z&Y-pdqR2$i7K0NH)}kM^|EWf;vl5O`JpiUMr3``f?+_dcO!lq=hg&P@b8v zJe6XWh}t>1JQhLyvOegl$&pN#{XlW9)DGQ_Qac+5oX*CLf?OArRzmL(5Q{aNO~lKf zyfiOKV}O1w8GSO=G{Q|`s=P73O*n@6N^k{gGb1dN5&b|O$*&><#`};52GrVn266P! z7bldH#yrSt_TV=+r_28;+O2{0nt>^(v&b8b%9JipE;{M8a}Ls3+wY4SL+AMi8Y(bs7fcIT)V`0qv=9NC4V$zaVnCA?0x;W(L9(mna@uQp$fH{- zI1j~vFH+dIT!o4Hk6tHdz${%1*N+5Fv({>16X~NpkSAyon2gxMqvFqLjJSswsVh(h zct;4eLPYgzWSjGy_Y6VPf+kYj1PHwrP8k;M#+e+duq*Kn*ubmDG;r8m%Y{T9itc6r z#x1Ja;3*S>3K!9$JJ?fT>?)z?)H&c8T&?ezp{-$nO{QCaeF3agreFd%Y@}k{u?AF^ zWeWB=PrAev&*^gQI zs10T6LlS;AI0s9AsU18$HvyjxTSCTGEW!-93qjh#K+IdQ>$T(aD-hBYjILXFChGs~ z;`{&o^o;^%*MR`xTP43@UU}~0_80lT@36O+%Dan1I9|10e+7{FHlWHd<#dROsxi>C z2(tf;exS~N01)xNd+T3~n4Cox-G}}*SiH`-%rLLb~p8yRux~R=6EVOx=r9$gPWC9ZIYIJ-K=<(kz z?GG*k&nf;5bN$b^Xo;^#EW!~2vOgflt5SnfvNQJ>niF*vOm{jt$JLvA*8krras_f& zk@@_u_ffCm9N7XoM|K>{ks1E0IWh)wZ0<7s*I77sxeuAU^hSnpL?25hVfX!U^5~`BYMu*BIk(hOd^WXH8;i1t_<5%7qlG||<(V^CYP}O#M zSVJe4O@W|HB}4y?-l^$o;S9hNXhp?qK@XY7>0Yn%45Bx`RTdH-UnTzUXIt+I7hmDg zWAyo{=(%7g#buz6PV4=j&pg#49hHSaLwPb`<4RKna@aP{9r}my+u0w5Tojo8!s$JX z@TCPrn%ZLEo|;I~64n`gmvOXN0)gUqXYjw-c8UU+*MZx-Bm`;L0b%O_x4(kBq|G^w zX4$fBkIIZRq$%&43f{#Ag|~S~<&m-mhTf%4RSLeUJ#Y6Y_^WW46nj!rsq3@E&a~=% z)0^AM4IL;4M>-7DxGTd}eNH=dczav$?I%HNw>UF@+jDFe_g~M7R_B>Nxt`KG7GEG{ z;3-#gtFle6PR1x*#d*J0sNemlkfFJ$q#@fM9{is+F@^>H$}D=cX>824=;!O^HgT>ZC5>}u%(IGce_gd ziVu4mmb==o$0>czsW8oG6DJdD3uoUxj?vaJ@{BBg+q-czm6v30_myW=qtuhOyP+ni zfA4iIlSjLsz|OFK(1raEEZve_Vu|4@qB7jR>jYWq;M^!rt5w;IHY`;wPn{N_z_zoeqy z1RLUdXTxN=Pnu!CUR0g>y3C1(sz^&L2ncGLuP3AyOxIjK^j2AD%iQq1BY{}|x>3i) zjlm}7WBm>T-3q&P{Ii$OJ?ys9t~oMp{@uudz;%^t=CIz4&PtbkTv6W+FX$Bt_KVe= zzsg=cv8`18lKuWQ)&1L(-jgz?A_cjr@-o%Ac<`Y4{QUdPuiGkJ<}+sJvj*o)TTZ*N zhp{A=TnN<)djIMN_-Vt6%b}#sio#@(^ZHuev0j!Oy)$-e6Jyh3h2BQL+>~6rY24~; zg*-Zk#TYEwZ`i>BIYZ)f&)P=Tm|IxkmiV&>dF(MH{L@lbr*cS^G_Pc`(8GkFw)S zh4{Jmj#UpVu@HzaV}HN^wD^AiV*$FVFF--P&`h%$l$Sk&G6Ar_b`G}d2hQj=uJ>2? z6z?Qa$@xJ{w^XS(g5$#Xa~xCe<+!eH*c5mxs=VkV=TqmsyaDBLMejX1Mf_YDvmP6i z?JZn=NxfZH?QQ1lyFJrcBOd(KE4}+;URhtf;8P&-qVww2_uprq9`wozqI@@=nl)>j ztxZmt-XpR3tWWjcG`^>vGbBoMK;Pb|qCi(|gVMs(l`3@LyzuevEvHqCRCI30Uy?g} zMXvKhdVn8lMjHf;YTo4gA3*h)Fj%(Lv|93M=QAvO`J_qPv;PMfmFDD>OB#5hP3nN9 zbWoYW^76$NSdH=&zgr+~D{8up5WxQ?#Xmh!Z5kJbEpoP{g1R#1A6M-99K|MDSoPd&x_yG1*L<2pBRB(=H6 zM~0uyl+4E!qJFby1WWwZa+cM8-60qrn0)wPb)9pjwW#@lx$1A4PA`904v&&o`A2P@ zTeeSbW8gulC{L-#u9~ppX@{q-IldH}vRpssyuc$ebXIt(?Z@Mguktm+mhah4)}Ei| zWj@@@){-rMmhFXi^NZdqOv5kXfasg`nANF<~v@`h-R9>fdfw*UNP* zkT$+!rHULv16|y|{SMVE!LH{+0ulJR73^5`T1L-a2EQatO%~Z3^*dBk9#+uR@Oq8* zp7J6#(vT>reU>VtePQb#!3)ZSMc12?)aAmy_ziCm?%83W>bKWJ$j^0P6Vt)F0g5GR zz54Nf@8veKDE2n$54`dVDI?s{u1Pz;QUAuvUAC$GMr|G@>~q>q#X%Rm|C*{d$bFGn z((&QH<<%6>c3T3`+fnT?eK8hNiccv0$$|YC$Vbm~av{W73BzGb!X@hdEcQo#Fp^Hj zuY8FuFe}%!&xc0(d&K!SaSWK&KdneVsW+@JegSd6q?y$GC&gM)&978Bq_8H(HaX0O ztaYJeC?6jOn@fCD$ca%Zei_icO?9#_dsoSa%*Q^R^%ErnE)w$+V>k0x7X?x5Bo2(; z{8iwhU1R*XY<^F0xBP9to_@FW!L^E-Popl7<+P&u;gyf~ zNy(d%HtRUbMh(A?x)_wm3d7O$^c!Mxg#Ete_ew=zgLb3*(ZeqGth;Y?5EF4_Hcya2Y)K>a*h91fYt4k{Azw6F(OC|n% zwv=&m(B?oh%H>hyqa2!E4k#B+Y*w?ftZlMgK7bx;0xn!Utoh&b-70iTG20+US%uv6 z#~NlE5*+qKPS&hEhr%(6?+DATGb7J?Hl3QjSRVsA(8%P=p zshf}uOwP$n{{<`8gy)jaH2~`^UNEVP95WWA%Ko{{SOfIbA(CCiDB3JcXHA!4k^%p--(1=ZRwB&&!sV7v8Csks%6)Bm4i4XPFRn=> z5cj9GIDDOV{3Q$WgNd~{Ot4{xK>S3YPk*u35Q{c)j!u^55H{F5B`&#!4WehA&{pE$ zC|6N{7I?#xW$*21`0vFTgNBzd;)$g`0|gbIGcn3S)eStn!yX=dMQa=XlpZh)$ymX~ zbSB#s#~;BWJWrqedUaTn`OTrwf^6&(y)d%&TCKo1XD)Zp-Y?7$J`VS;EhR5Y1i!7! ziKZB9w9;wj_*p4VRs5>~FKK81m7>EQUT$pjc|^X0L#SGr9!Fx=V0ypfVtp5E^WasR z<}AN?DX%9`HHbZe@_kH;bVVZXNzT+_A}JbyK!7RHTx)Lb9gHjonU*it zFSu`|l30(&Zws@%HAGF1XzwqwkhN!_q-MFc0+E1%HzCSunK@mP7W%+hbI*x8<{u=C zgY(ozjFFefQh|!ZyO{qdTuxHGi2)`MYpMQg_o4GrXxjzoQ~040R4DJM0jC=YgYp|f zZq}{`wX*EKe2Qw@C7BS3fTpjDAkFUY;fIjPb z8tm$ThE04)MN6($N2z9P=yqTAIW|l{82@=ZP61Qf!PB@e3X08+mHW|<@C#*Uz@eHK zjrKKNagkz0pF`%vX|E|=sz1||P-Cy2#h#G(>7MFWc*vqlLv+RIXZVfG;&``edNCm* z_=x2(Emf(JV#K!HZ5<6L25|x{LO(PXtsDmmt?=_SWd}JcC;T3Thqg0oN+n-Oq3k{o zPiGpauasc>G<(W1?BvDwnDTEwM1xIVj5sc`NsED*~ftUrF!4tAHz+32p zcEm68dGSm1?p9=7L*B^Bc~#ez@Dw|Sr!Ao{{vdc2(N>4uJVRJOh$7=KzY1ZVdt5q&fc08r?}HxX}p^XQ&R=74x09`2ghn)53BUwkcGG!z4YsMA4jw*_RLsHYd#DQL77gCT)D(o_j2nt>~&>e`>e z(_(@o&4RLDOaacq5%jMg+;hM6MZ;=bkr#0#jjsu-W?@+7J(A5k^$d0rJ<|Y?~a8xrjBL=X@i=yQ^WkP!T2i5#0fIHMF1p4>UE+SIqHumr=a z2Gky)0nz{}aEHVtYv93I#3?4v$TZG%aM}?;XMZp(M(ie_Ouhcc+}o#d$1&ynO(4f= z6w-UodqUT(sq;n)Cu8Ez()5waA)T`f-0GHHV}L#@FUbg-M*x~Fs!qquQ@a6Os}ie( zV%aT(pVcM;1(y3kONfx1M+FZ?6$0iREh9!XmkI9rT571WeFDegD4wLLJpchBm=+oGsH|9 zCDW4b>vV8nT{#5wso=)Ts6KCVKh}w>gI}Dk>#Z0xs{uriC{C`BvyaNM2QopdT&mbs zrk;T@1PJ6YYzC)cqRU8PFK2(^4K2HO%|d3nAl6YdG!}oBF8}eG!zlhGSv~_RTd@H> zyBeqwFAwFhFTOGSsWj76%LD8EfzW#5;W8&2{#}OadRom;5*~Bit0YqVNP&&&Flda` z(&ZRgNO+MiuYLqQI1)60XefrvVdpPc97ZT4>-#6rUfnF&mu?7<_^7v^*ok0y?#H$H zQqHp8IZ{v%y{=@HeHh|n{qUz7v0SZsn+Y3a5D*eM1j~*9zILC)F4cqOX6NhqnS>rlj zhloG72AWAsJk#*GgNeN-3`BrTJW{eX8|U(df2On_Lw1n3YNH?=iUbGnL|5YliLu`! zA<#|Ou%o6Q>uP(1E*kye0GCeLzC5?gbjsV_P!e#hX47EV9T3nVhPw2q6CM{?xU7^9 z3K@Oo_Jz;HQ(XmH1CTJThtS1Y1PkE2w24$|3dBCxK|znQD6^{elh<`5!P* z9!N`r93SU9OQ{618sJjEa^M#lZnRAI23{_{4_UOpki)X<%+x46q&^AtLDPBg^c1E? z2ugTodkn~cEcZ*+a}%k#x6KmdDCh-C-Q%KVG0rEB#+;H>i{wSN;DOuC&8U4)41HkD zgT&5l3<9s6N^d|4l%&1CR#TZyiVIuO+gE~uSUwS?vWZUZh_p9&6JY8V0g$l_2R<4D6MCo!DAN;jaB+%@#{a3Jaq_zY+4<~`iS?mm{aIuDj ze#|gIFcrbA=zgi+4njBV-Ui-jtqa_Hnbb>8dvNuYkz>ansNEtMM>Xv~9^nuwIhOz) zh(29@Zvy4$22Z_7&q!C0riRM>bR=$k!G`bjW$Jec;;Bn!+dVK;VrA`VjB&tq&L zUSA}`K8>;K{6(vMR-)&9BNR-U+N5U96e!%~Tbspn4A_-k;Qm1gvNUc07lt<5r+$+?6)uCj6N*hd3?Q|>v;!X@!S z2C4oz5CZO^2qM>ZA6g~8f8y>+geM5qbID8>s1c8{LOQy$WRJzsi+Z{6?LgEfG$kk2 z$4v$HKmzo&qSf<^QJh2O;F?c000ijs*Vp&Y!;<_)Pf)J#B>ic zsgdET^a&CYONpYX*MR6=BFb8)iso?Zi7nF~z*|{D2&aMj}$_*D!8*=C$_i2!YfQy4A9#Tl$TOt`i-})`==vR0YdDy$f}F*-_PziG$vqKQy^JTjhcj4`r$B0nxO-n zy~gN?Y!I+;FvpABe=)nw+st~FX$#yyUe!tePWrXwZ~<#7G9L&E-VI02!V5H$?4d;5 zW#~o2g!Yr1SjdgPmLTq@T`qf}i2L+tqin4O}#>)uZSJlI^ zX2N*k8X8>?X*vYQe<=~dAh~VwLsVoI2$R!9BTR+4iP`T|+O3pn@6ID`WnLMhXE48)K%Un~k( zbhevA#dP-*JJEor=FVc)j6;IKvW#SEip^?}MU}0WmIPnr>zW98#L_t;)A= zpVq;fkRq>u--f~w(}L1C@Qomm(K8Y zG;g2(mhed$F+yy&TnPG?rH`Y!scT7wFSM_zQ^aQS` zf8&TZmK*`n7pGvG^{jGt`Et$UMKi^aI#tXC%-iN#@!uWBh(jQf6`IS?wq(ui#LnG! ztKYg|9Q9)Q4y^D#JnN8`6zwJZmOg=W(%*^7B zMsQFF87mgAZ^L=JEDhW$7GY+&+TSp9I^v_iTo6+1DwK{{Qb5;>c^VJZAR2rHo{<_{ zV$LIl-So|HbIm+^(qd*OH(+xl1OwjQwXL~WDXv*h)-eoIT>heCapeqwW(Qty1OH_z zKG<{~IzEJ1(a#RW$P1-7TSs7iKaha}aUHpQS^_a$JA)OGkc?zE14HjE7Sj0y7|>)k zz93-sapyl&UuoSSyAN^pw%MW8fsi`OVTKyVGtge^RH;TptKd!(W~G!ATo!#W3#V~Vdd8^YFwhy4|S@z zQ&UyDz-gq*0RdBmvgELG98!(34~s^CJ%H9UYIJ%V4;R`Vj!R0XK!GsFu=&EqNHyskY`C5vyIcBpfu{z z+W{Hj}Cy0?YS1?bX< z%`NH~MLuSyPFw++ID&+Xt4bwQ-55Ddw_Y5J$^5$sFS_qoAjY|I6pie%oY-dBJMD?& zqGlQfodS5Fh`IOrB*g$Ry}RE3r$tKEBz%bw~KFf_+&8WF^logTkVP${Q`5v8gtGa9|hv z0v@!~0OPU(N0a&N<M-nL6isWoqr!dO<{&J22b`TO6%X}< zQJEe4@edX$udwzsP#a@#fI*f=(RHoH22KoTQf@4mTxC+{kV1YW5^N%pHM&^4eWnn; zq@^Ko^rA_+E+$Z!d^Rdt9b4&Iqxmn`L81-=S~vvX-Zez+gNulC`W9jgQWB<^q&Vc# zM!IxP%K)7>mWG6Q_e<_9B++4*4mSHbwZ32}_yuv)n%-t4@9^cq__0!uFnU6NPL4mlh_rEdjF(mb zaK~LSsQt{{;(?a|9zs=|TF&>gGl%XJQMsZ1HdWL?ntio@yr_0vc@!=IXpg&iPewNe zAwTqWt(7ptx**lSgPgX2lOq)Yj@Gp6JMc7SU8MpS$Zz*SKK znE?Pv)>NphBR$VFaq>T97tL$ZvaSti))j-`2vF)cD++a?ZLIpZes@3Rge_VTDV40o z5ur|pt>Z9;^4o`;l61&o_!(l&qj=kbj2OL?WIX{aA1sNPb^N;qZ(M{TLkflbDN{%Rw+^6=0|XYDdq#Sg4ZRKD0^ecEnKGEx7}l>s zObPDB%7BZjFI1JVj{{XKOkN(Zk}qbl<3&F3%bpl20-%QaoGsCX@rt0V^Q=CMP!t4Y z8EHz*o@p&AWJ$9X8vsc}asmJ)w6-QPGd%|@qLI`y@Z|K54;14@Kau@xE5>GqACb@z zs>OBjtR@;~D^3E-N3{s?zBNRc79(0TSZw0bWw)5jws@&@1L%{3Wa2^d8oV z0h-5|Li;2gI*YCm>G+Pd@54}E;=(I5vBf(TPow`@N#n+)it%By1g&2hG;!<~dWwVv($Eu0z5Uv)u=xp0CGOkf zgbRU(565&awvGa5$E^xR{Dn(tE9o@w1hqzKgXuhE)k>^ypHgG)RQ4U}!{1>vkgH`K zMI~%3vM3rU|1YaEY=$39IACld zU(@BPqriT`Wd!n-{BBrM^W@daDse{2Zt`(iL+6N}}!Pz75S9AcBN8<{NGw zJrIPA6cg=6wB~g&LXE((6%Lq#(70$NNVNuQ2txSSMZ&N0!yD5SLyDiD*#J{3kUGK% zo&Uic2z48&;hsu8|E7M_%&DvW6rSLd(!6HX1z*L-F6qF2z=foFgd_MSbYqpVyc+P( z0MPw$O5o-9;p|u;dbRQC53|E}?Ncfn#|9I2uim;kV*ejP_C;o^Uagl0g+ES zZQWzxDKDZnOI*D=!18&-gz&4?<5!!*RdK65MfA0+TDmi9l9UFze%cqt8|T%SjT`H? zaEhfR{iSh8(vRZ4Z}l0CvyB`^>g~*$T>&$a$-U8F{tTRYro6#E-L}^#CPva#!Mo+l zVC1>RoT)F*F#hbfI;BX-pgLjZ_y|ld5Of0!$6ow2mHVZtAr*&%@6#&rcr5sH!n&vo zKx?bOUFc#k@`rR_QADMRS(XE#ztCRVlU^kVu>hX9kR0~k=yvYSKZ$y0^?2a~sf-^ea2w^A3{nkbM|9@8- zUl%)L>`o(XjB1g{#>$a+Lu%ZK4sI<1{<}nm&>w{X(3*4cL=^rE_TyUEynt81(pxWP zrLCTbvtq((BEA4)1KiC4e6u~WxBT{1hBQVq8URyqQ!HVL>8+n=e91YqZCbUwr2cz0 z=iGSD1+hRQj;W-xw>Y;7`-TrIot4_Gee-H?5@MzU63pR(uhb6Rdqya@zHw8D*91lwT54CqK#7Hzc1B0M#el32PSniOLmd32+RGU0_NT~3;&gq7u{Z?! zWXYRHyfG~Kl27F03A7joOb6k;hjz% zx{i(ma2TyTbS}|Tb<+&0ruX@wT+(4D-Cjhws5Pn|`J-vh@xktaM{GM*Y#i&Xxh!*Y?I3C2 z@x3dGg0DZ@QldwHS?2kc-S3cBMwR|Lb+21^MP9_Idu%2=J43H`9z$LsR@rq)w=+4H z?0?jK)$k?vHHFVB6+b^+Xa16V><;5hh<^0V(03h&D8h+~NblkKNx_T9WC ztua@(E6#$27z+-ecl}yz5jGxwT}CBK@GM8EqqlclL4E{Mjcn8dEQSULiL+?I?}$X# zJfr<>Q|-_D3p&r+4J7Bf<_oAfJIXj}DITMrVBj`APRuGO$dY@dwbb6pO#Aa-YJMPc zM+dErM`S@II@QLShlDtbg)xh;t|D*bW)p%8uLK#cu4XjVP8XaYY_YMMaL@|TaBkLf z%}@HVhF(-7EYG@uNN$UaO1l}FP#a-t>3zg3r@Ik(f2_(rK6(j%nCbCwzJo8PE^dw+ zl~eVWDfn#-!ygNh${vuvR8>B5Y$nQE<@OAWysqC^Qy+TgE;&Q`x0M>co*ZH4u@-op zZ60N zlwJL8#(jUyd62(~2)LQb`@AXKDU>=Jm$Ry8Kwu%2sVS;gQ}>DP>1LPyD_lD_W=Cl_21@N^@FT(*b#R9$c+!k9lG@ zg;6mi$ZQ{10O0kiGQQS(>g~@81ORc(vi@bfq`bVP9tO#d6@_J4V=ga8JP+#Tj(6{c z7l;Vuo|hFMZOjEZ?#2LNev+L8k1L_1zVFM%fU#EsuSHtU`GRo!^3yNHEzE?abl!JZ zg5`*j$$$H}9r*aI?SW?d0BR=srgKcX5H$wAXsq)g`g*-7T~*DZ<{|psk(X#MQF6aR zoCj=OxB0$Fms>H_mEt`6mpoZQGIUv4qFZIpS|+~1b7te+4+X?G@SB1By!9;`%D>e) zf4jQII8+o2gO;ACe)$-5u$=F2tf&b&&&RluRa_{UK>YmSOl_&nmPr@hElB3w=#Lx_ z7itR<0Fr|-IGX!}bSxl_%<_?9MI(AbNEhGs(X%Qp1eTKxE#HZC0^@_P4fP}M&$|$m zY7EHD8v*%X@BP*RWCbUrf%7uU7emfnZS)5yGSn8(NbtHYyhJUprG>IF-Oo4ilD6OC zeKOLYB%W3zy9{~OjB6Fja^FMS!7Mh3={QJ;#XBB@(}IYD3IJcCkAz(%mK%K&I6eKH z^%D&N%{Rz;EGdJvp_0YbnPfeV4UBxI=ia#zd@R8-e*ey&FW4!Jz<9%Ekk?%;Dbe9* z>mHWw%=CI=cs}+*M4a>7a71H41bC40|F}S6Bv_zeJ|CDQ6JY*$IY-29#QoZ`mELzk z&o2X=i;j{fEH@xf;Kt!%MYkWEBev^xGyoliU+(n_u>0sIc)4;OI?zKQgr`aVH1z?E z0x~L6P-ws)LTyig&PkF(3>cG$JpZm))@f_j zndma}e*4@4C5oSaVb-9xag@=o?0loKr`g5ymX+Uk#_d?$C6xGaBctl7U$S~%vR+jz zmq%wL85|W!s+cyN=Lw_IF6s*zH+{!d%M?;kY!RI+LBfK3C#{x z`|Zxu7^HaXtW!SsfceCd#KB39^6Ur+>zbtU5$kf%GaCaE)%`6A$0<#UD}%2}JDkg- z%N-06$jNcklw5z`OztS1`XRQpE7~t)y$5$oT&J&-|M7U5$?o+dt5qZu?;k#;!~bP- zrlht`_-mEV=fbQ9?YK*A);71c9GA~r6MBNf&%^(rP44r%Cvx93F)P`2J&b01o}Klu z+vb$(`80+f&YE!NY7Jq>H(3{oLs1kh6ju z;k-ZM8-4xzu1vVu+FF{4x^zs0NwK7zj^S#KSCF(xP>AJB$(g#?72@_h<;~$DOXQ8) z_2;uU2%V;%_;@ZLx9Z%5sD-;GIm=$GmrC`wk})o_8r0BtU8A`9(iz=HW{u2Cxmvdb z1!EUXyhQ#GX<%kLHa{0sAf)pVynO%N^}&^UowZ=qws^FSKJ?%f z_3Xzs`z%Jt=?`z4B(5WluWAAZ8*nU~?W+=u*;B@MIQvoVYr}M%_{964F09>nRLA>` zMNu``T0;_%*y)%swj`N<3bq>`gMu#yAF1>ZDtH(fyYu5wIg|0H(Bx5_wNOt z_SeRtL#O>LFX?M5n*UXPT%v^yonDZ%VMB&anJg&9w_j!U2ncfcsRUkW%J^I!kofv@ zGvQcb(hrC$wfW5f8$Atw z$u5aURSgB9?4obt>2eE`tz6gLo?f@Ebm`7DFH48Lb;M$heJl?-xpig1p1Iox8r~-L z@T{n(qr57nFZ#(qenQOMdrp^(y+~8$0{EdNwEBmFk>x zPVMd6Cfb_u*z$DmKF8;kcC}1dZ@UJsJbFJqU0i-XqjkDfF_OjFnnXV)I8WaA*lDGA zfw(<)v!STV{)sSEgKtt!S>|c}qffBC_!RcVZnd@as^DpK6ZpOctuW(41#H~a*-}*A z&#|9>Wvb}DyxEesvB-DMvT+C{zl|=wurwnxK|yjd)WekN5$TJ#SY@O+LyG0mZTH`0 z_PsH=f6Tc0sOGumV_RcYc9+iWxb?DTjq2xct1FEgLr413QeSwdS!BJtSIMWPO#EfI zV0}n7S4H~Xo$DrhwcE8RBFA@wrCVt1UYM{dO4D2aJo`D@xcl`thUs0r84rPvPuCHK zT8J(qDY^fj$;`sS*Z*+jhC=*dPhjPq;M9Qc=&1oSZb*`OGivi}Z|``(Sh(83@Vbkp zwVUnO!vd53)qxwg(oDs!vaEV)S!MZgm!R*bH(Wi#SJrvn{IDO>M6tedUOSbQzoxFf z1kwn)hNvQR8mKB3ok)v}k}K>nN=dot=9j$lRgQA;iubb1SMujg+S)qkTsX6xrSb^3 z+N#TU${HGM{(7%?;*6E|&TGOu=rjT?Kjt`a3$*a3@7h9tPlzu%!1DC=ZE_<`jKaR1 zPc|+;*c@LT-7wkfyPQ*#U&2I<$?si@lz`3pUh#|>sbpsp2I9{0`n#4lwmm(@6SQ{6 za;>(iG%l-@98Kk*J_f&(zS>Ds*Tx2u%&()fsk@G=`<{9@DXola;|bwA7sXe}Nzi#~ z%-5}u+fdE5f$`hx1b0L-az3ZlgTKmla%=*RAg7<|i~2)g8_b;TW~;p4yb`+?_z!+y zX2IY;@@ob3KYva|{si>eXOv#+>}>f&Vxd2HaI&JJYro9LtImyJ~R~B1wV2|uYLB;DIrnWr=68pfEHn`f<0J^=#U`rFX35^Kuu}|d#=M0~A zW|}^b{&4*bx0jCC{T!168HG;v8J<n{UG+nslej&$i~HcBs%^frCZh$!>OUV_Con~x`7mIhqgv@A(Ma$9}lulb7N3UY&X zMWJc*)1Q?Mp=VkeO!Fl>9x&M)2^TDNU0Eq!7oEdTdXpb<=MeIQil;{|5u$t62W?s{ zyVhaLF+RDgIfF0sPWdbTAY2#-2s^q*#N0Yl(qQTRLk}lKa9Qfc^=Yg->_p*rH#s)G zel_9>lGDTfnSB0S`0yXj;^2Pzcln_7C)?GlUjhSPDL4LG?>_TNTc3%mIIQgZex4hN zyOS(p(s$Xe3ZLzsz5;BiW6O{D(YbObNkh@^7PcEK$xbDvw%*mBmmWOmq7t`ml}&QF zymqtE_iJ?t(7C}dWy_PkZ-~yDRkrTa-H*|F9zW!Q%U60wE|-mM*#v@WR@cFvHGPGk}c=9Hv!&%XLfd3%k^l^2erfJJ{FEyzp@z) zKZRhBU1hd!bq*P(Z{AB8<{HbN&$?ja67K2eIp4X#&ggXGbxY0fy+uFP{B#+o11f2I z?@Cj#hjD>1;C`>R|5a+gVE^G^4-1T2DE2TYQz<@@$H1t%O^4wt(1Ru0R(T0k2>r0H zEm&%3 zdPPiKy!g=F{2MwSw=^>5wgh-q=X*vzMoxKg^OaWl z+=JhEJAX8`3TNq<5Fh8X9Oxd`J^QV;DtOu6yxwaiQm0rXQiAr+lWntq1|^->Nd=GtmuwT(v z$mYs&zp-E)c&z|EA3dLw@fT;qb>^jYy1_jL-&qT9+L`WRVe6UY@rkV<|o^?bL*Fe zRQIKtju$_5HxB=#bHCDL(*99x&m8xxbDyKllPt~P7?B5?-C1{tFL^W-5z9|kX|hvr zm*T_BYmx`Ucj_EqdHm!n>(8SyRbuh1Pa~~1uC5c(y%MMCbUoGtTkMmO)kQkjIyR>i z{j8Td60BEkTOFbo_oe@6t&OeN>-ycRgkN~-ZkXwNHy3&N#QIoeGo>n}dGqR;{?4#k z(Q_hMX=|5%Szpm(DxkdWoQTzao0P2Sb8g^tp9@_dtunG&pMrn-Ed4b$o|+&pWT~#K zWjX89bzF6JKYd`DrS0Cf^pCC4{nIC8ss<0sB>l+fkuKQ%^Q;(j$z$&gjV-v5-+Ljk z|B7NAGs`h>v*=sy{igCY$?Ck#ltkB@q~_++{u}siU3u)|!f0ndiHgHV*sgrT}-0RndcD}>6&(vPFlv&|jAd{FPRhe=H z33SF11$z?AboI6-_=hM}Wh`smC0-RFrt=+`E2TL)(|1!Oad-E|yC46O91Z1_K-_=W zU%-m0U-)h79^B@cv{Car$It2;ozb2*f%3Q7W(B(4GBple#yG|}Pp%ajW$ctFjNSjy zs&<0A_DPtn)7d)=jKMEoYtC!tzFLtSu3{+aRr|w9Ty3E+et#^$rH4UaP)VE`Gp*x| za5;O%=BLA|jyJ^{Mph$l_@8OASuu4bvpIQU(^IWAMcb#jKpL3QVY>NicC~5U2kGFY zNXcow31mAy?!d>&+HL?q%+K$+@J-?9jisVuj3Dmd}X3S80;TUgjG;9t8g3zCP7U z;4?izFZB!nHVt*BKpo@7_li9;CPGC!I^TVp=5Lk%#&0#8%Om9n5CzLeDsc9mT7 zv%oWe(@`*FcH~M;_1w08M@jSV_|b03vHs}MZbo_qB0Xt0JyXU$z`b(mf_u!6$3vF(ghv7YPj zUG=R$7o^>18a|zFNVznh^l;mbiuJo@N=-R#@4R<1N#0Fi!^jSKp6=FnP7l&NrMmCg z&J{+4Y#7&RzF4}vZ($_yjMaXtQNL?nmozyDEVQy&)&zWz&QOs^kr1D%%6O_Nd-`Pc zlP$YeH)LMl!a8JMYsll9E9~8C&LQyS29M~fqfC+>g-wV3*Xe%r-db`{@0POWav^WG zxXuLUcMZe~qIwca(jHIBH##buQM8PIdW)-T{oZ?$jG~r3<{e%4{(5L{8E>>~=OwB4 zGhOmI$_koUH}b^}%_{Yh&kmTL4QGAS z4K~d_uTTuIUJ``9b;O@TE$&fmpHsz(rOTG3jc-Z%0>8AQt0Fy5c2`Px&dQc|q8#Xp z=T=E64}adsV`wOp;kMI#ySq!vz38NZ=>Lzlw~njo+t!C^LB z6j;i0iJ(^c0n3PJHYz>4LqN*EQyu+CK0wr)M zLg1?%1sa-&0~_9#-bnPTD0z4dm)kjCd26B$ zkyymeHe!|xUodqV94)2Rj2b5`;6?G4#j$>QS*G(t=F;%)N-W!rU}d#B2?K$K?_U*F zDa0>#@1vDMjoUyyA)I?co!23eIk68F4GparOGhP^Cv)9p+zw9%m5t5rZr0#A` z%)nS%ul(HFiYG*yOFN3G9A#;ai*1dGE?;Y1^HSsSy9hkwb;P{10IGC}&-q;GPpI4X zztP_PZbWMJX`+Wsea1=JxubXzuUHk)o^Cb>9~<_-ZZMpLuCJE^SUn)WkbO?z)qq=8 z{~k3**2MGxldpA~IMDZgrV#yTYnrB2!%iBoTA_t?Q*}LfzKt_5H)ZO_Jm+V))h{OIK_u-Nk7Ax0y4`_cN|$Ka zoR)^AWmR!r+$=~qG}K#IrM9HPl288}O3xTx^xGK5eO~4m1Yh5o zQ!!IuU(0wWxRjr7hWN+D8pYMA=Sx#pzFF6^rJOh4Umb3zzS>7x(-UcGu1o%)Zb#HB zQiDlwWXO)4i1WKKnPug&IIi(sho>8P@LIawGC>q!%bO<}AIf{hZ;noRwFKP#Nw@sH zS4&2&s{=IMt{?ezJeWj8L}$E#rZM#wM$xzG+E?qd@dT?8_;_;vVo8 z*3Ev%fyefyY?fuZc0kKRGOzuS$xSobSqzu{Bs*HtsU{^CJFAdTaA{6AnSs&jpqy@& z9;B4SA|{H;ysQpq^|_7Md!$ncTAzGlPO`kvk+nL?zL-qz>E96YHJxCVO?uA0^hx@T zf!-UbH4$oAnZ57nwPu5ZYKfcg*mz<0RL#uH{EM1c`x74%VUm2`dTooJHqcMkKrG;=HMYIZ=SUtFD--y!uGYHNg`2h9LV1uS^@b@vLwud05HYd732D(l!_=7kD32I>+7m}XKV zIg(Zc{XV3C?ZU~tivFZv=ixy|f)>vn>xlMXsT79FVCVA5yX{X~h%8@%uEU1kpFcti z8xz;I72HiPs#&UW%a=v4E_mo=w4xeC;73XRRLXI9BJs@r_n>q{J1&MctlK`Q(o;4e zI3Qr+hjIDr78Cy}+n41xq%f`*Ol8Lb023}RCUpK6$Lap~XfNv47Uo1tXJcj@VsnS(_TquuGyD|HFX zZVa->iL|b~Q^~O1gb!}DBIHjXWr@HWePKVxG7UQthO|QR{SHNRTtoGI+YF4lfxY#- zl;n`TlJX@lQw@U*-~{B>1lm3Kq%0zwZV$cghiTh{pSt4V5NnA_o*baDwh)m)mq1KG zPwP)2vI=Fa%ve(lW*0LxGt(TGzaUPC;n+T_9NTOshIeMtXwo>14o!Hs5??YHx|i)h zR>;FRM;B0Gc#rNq_{hpL$GS1*b;J5Lb4|dMyN68DcgP&M_!4fe2M!pYevV6a&UC{9 z2nCW#ycn0P9>$K@KanxGL<5pU)i|v$$730lXo-mlP7Dnt7%kXVTsTuqNpb^V%A}1s z)^9Zr)oT)1H+dP{ue0eCwabU(mk2yEJdd!h^fPXXc7+jA_9&M-4i8mNV}?_$_;een zdr`-QZg3aY99NIO?ibrjBII8!&9|yR>g$-Ypp|hYX>b6Dwtwb4Aih~0_|pe}q1#<8 zTk^?sMKVu<(859@=7<$BB_y~71t#^k#G874tl$*BZ8TUJd~$3n4E~|v+^ks#IU8|7 z4V&asVJt=o0M90a#%-Wj08jNiF|kRz)RXGr7!rXrN)_WC_7yx@5Gzn0NRnDc)R_;Y zn+*4e$~zI;{@6&@trRdU2-WJL>WU2uX(c0s_>}ZDDK@%hbb>_d0}&QboJTh~2Nnx4 z@$}T;3-XpH*bbXDc;k2v2h@T&2tut+sn;IMxJ=Br7g(LU!-O74WAkG>1)2uBv&^AW z+cXu`7#K>B44eb(A{*PV2Doa?ws+GXg-c=co8(uX?iv|&_R4G95X^OOT0fwf;Xe)H zcWfBS{xvkDg~v)dE|Pn&7(m-1m#`+Sy~unYu1pgjy*2e7`#z*8qXGFDb2Hu?nCn}0 zuUL=gnu1u&%~i*%5i9rX2V*3hBX=5M*(yF0VfTY=zR$Ss2Se8U+noN;i+w;`+osPt zqa!ZtHQf4Co&;a;?%XNAT`|j}RnT$!y;xYo!_~Jh$*|Siyr<2Kj7l2VNZ{mL-K-P( z-cA<8-WR%)Olji>zg;_xyumC*VLQLXE)!1`bzEG=`DT9d$wN(RM!>ceemZ+mpe5J5 z`P0X*vRX#k8_fC!Iw6N@B}7uPf5_iod0ahzm#E^?#XgBNB3FCbmbQ&?3~9<+7aE}R zAG-Av%x{D7jkJVutmqB^gUItAB+*w^tf_k3eXJDi@G&jz`SY3vr%{{DX+qefsmM%m z(W1!5G$*{61~GzN+H4T1_&+G6Syu%I;2ZZ-0ecGM$Ug?}humZ>#sQN#YHH_f)K?~n zYV?_TD_9ck3;<=)^wq{y%{t{=#T*Jq(fL>74n{&E!~&RVnQKbk+4WpQVg@6` z1!ywYtT|J>o1ujGYmYPX=%KJbbLDId$yC|0J7k97Q-ybr_V4-!gY0pQ?mPVE>6^zI z+Mi|{%#7S*z2J$E!7AQkGiNPNZ5xtZ+@zty;9#E2A?a^Bhc~sQ`f|d$my*-c;!W{m zq+X7UJqE#VAa1MRe44QOhUP52Ce-JbC8=l0R9sw@Wx>L)H}riy>EpOnML$@XnRQLu zDwZ3r#*O!+ZsCCoj5;GDU#dw46J;aiv`(1|TIUq;w#Y*MW-x?PFsqSTaAaaeEDh>( zMfMhRN;$}T*Uy=2X!wO07DsU}E+%WbH~B+14LP4L+&n{hg<J2EundI1$JhQdg@Avxw!#R6;XqO%jqv_n z>R@)WgWaR|nCSdFap_b}z#tEHR~%`YFmH>jdvLG1V)q6jPdzeXr)ku63}#KZLoK-& zK^+$FdOQ!SP#= z5(rZg4Q2$^W+pMf824DD41>^qTGsj31b&M4%%Ee3LfK}m>jP$l@_A$}Tk9)1$Yk;2 zL)Be%xhQNi(oi*1^h)*HKn5bRv_vaTFeL#TS5de7Y_~!$6p_wvs#oCbt>DkLumr(rI(jpU<8oDRs}gkB3ay=>*7)gY9(=M2lo z4e=u>hXF6t-J76S37N3x!thKHfG^Agxo)0hXj{|9NOD@9B%LrFVhJ&+94h+jkR6?O z?5X7sA=_R`dhTjuw9zYn5lSTw293#Rj;_< z==#EHso@UJMf=qa+b8Qejvq83VN)m268JA_nJmrf`0cl`tT+3k0lX{yd=4-Rrb@bs zd0~@oYsez|`8Wsj8M%#790^&@!f!cEdf`K*-TQk=8 zFhGeFUle0G>nH03X=$3z!M~qtKF4^Wxk3m+=Lsf4!>3=9^uD9dXJmt&UzeHGFx9L{ zfS-i9nQyd_ZY)S*T?aN2;f@S?@$3!6XSJ(0v(5%6@=V|MCv}m3Kx;lME+(is@2B!3 zUhLX4aAjdKmD5Op9FCx97`joYd-(~zkuyHz;s|!BnO66OyYF&UQdZ0cyoG`n+z)Ib zMRGq)K;E`)a{362Yt=R6q4~;ewy{Ch86!OHU7$1egoHV=4UqOV%`N1u^fY8zw|9gF zeP;@i5cy$=V0Q8pTPTD~y7HvV=x0az#|59z3BWDxf|#F+Gq7J=V5E_={RuYziCE=U#A{W&hPiWD6{iJcjIfQh6 zD%l(_+TacTf_#jCB^z)jOKQ&@xX0ziNVdugF4ID(y66wcl zCFUv}ujkxHXYK`a`_!Jlt~fL_^j@gEhHds!6+7I}*9X9wRVEmXFgvhYv>$kcm$=!< zfCW@trH`Z9hau~F^_7!G~m3XAp)uN6dL)blL zhU-w`#qRSHT`rDt+fuqehCN+pwjIh;pXO!?b?;I}Xqpw4T0YA|oM6AsvvZF>3~!}y zOw$&+hR76lN@0!4?;WNP?KC_wBd@*Jh>d>)dHYq1q?sQm!P8w9Z2WB`Q~QZikm*gj z;*rPK_*9QqYe@|>Ws1sF0VBQ0gB4i{7%%Kcz$X;TWHwA%F&r}k()^{OnfrmHXes=v z?K)gs4Q=W46?>|sFM(g}9W})Na&@#wj01N$H?v0_N|id>Ga8WY(xb_RLa^{i`6 z4HMGpCcaV!+X(KetoB1$a(idNli7ge>e(1=o`WTN)cMFaJj^O4WK1A6foX7szk`T6 z{a83&p?aJ}D`Lt5#|oHbL2o_-Ge`)*lEp;^aPiTPIqTz5_h1e=3a(c`k(lvJ+0xp! z+SUcuRreLbC?fQ`K4QtC5V;`iuE_S|@E1}sGjSeu_q}B&7^tdG>%Rwbv4Ge3SpETR zz`MeyaR647n-3c;O3LY00RSG3YLUlPnj~UjWxO+m-S<7-K6WqrnWFn-0#5^j%tu(O zo@)+<`R2`|#o7LELVUmt$)EL7Gwf26=rdtsS&Qba@_}8C_aFTi`68Y0(Ps9}BVKB3 zFk+7FT}G&RX)9@q^>xbn4vA5 z#M%qIh|G$7#8601T~I#ts%X3uo&{_oHIWx74HFQLiUxBSQLw%Vh?$Ov{8bxS2hv9n z6}q@<<;;%QGj1JVW9^nc5%UmUxF_jg`m*qiPSNq9IOfAAvXdx@izg+sW_nC-{Ppu! z*;T-({qFb%*{>m9d}{5-iePFOZS-?>$|iuIE;)~`}f}f z4zdRmKPenH3o-cmTh2CO~$uFJw7TDI2?k*BXIie5l?ndXBCs^{Tqy-T+q}u`QTDy1I zMy#YnLVGokP5&&D<>b=s=9&IfK8{A;2<>&WcUBxQ;a5;~x|$Qr*_X4`Z4@H|X zjlKciTeh5LI7amQL(*Yj9ky5dzWvszQK4*@TS$E#r^t}A*ZR7l6xsQ-sGO>oajo(8jK4jrDet(Cu|llI{ey19W2wVZM4kN z#H0MdZfjx1=nHd7kc}Lf=X9TW@t1UU{9p(;;$zt>Ha*%m7jD34>iRu-t50*YiG(aQ zWd3K{dVwo@!#jh!!F_xFmQ1dFc5& zO7HjOw}#=(FNYQ9u3h#govmOLX zh3K_WGD&N$-S_{t)2!!*?t1S4rwjEK)MgTtOkN(L>x0cy+Se4sh})R6e6`s;o;AT1 zd<6RXQYFvLJ3Emp3U@HCx2>mm9Fl0**h<56ld~i)wmp@vOI29h>)e*{Umt9l$%Xsi zqL>m+xU0yO9h;Vb@?gTv@xmjr<)x{KeTwh5zZ?C)K44*jnw7w0v`IuLw{0tE1z03t zBe$kCpL74ak0mkpu9H$ITR#`3wNR;|-Z7&8qv$|la;hFQRl4iKnV1}QOoz`MK3lth z6>67upK%pl=Fi!anNU$MZM`KgZ~sxkT*!RJl%GG;Vac%PTEt=M;4R%P9z%95g2Q0PAv?E>bdsb0xISLA2?1i7A-n& zDw8V6glhU}B9}5fWPLEVZ9(?n>GRusq4sY~FbHdJh3mw1LsBv!bKh56vD!Z7tqb%s zF2!_X@q0%d=rbD{tH*_!WZ+WXa{5?8EyVRzpFR;2vLzj<5Xo{LCHmtPmZwa9ld82( z{iwH+c}LZc9=nKGS6H9i_Kf-B@{Fsy8tJQt5E^@MfOkiw$&QBO>$5({bwV-MEgm7nM49aiu3`cRyy zZ$N-D>VL<6i?a9zJ2|I^$d zy+ms9{uTMTZ@ESI6A36}j+$DR0`( z)8Fm}{I{B1GFGC7FJ4S~;<1|WvdbFU6K#N>(;1!G9p{^kej`3fnqrN0@#_%hm1lDq zr_l7wUv{xw*^B?j)uhs<@cUQuvtCeXP-D`ulyQ#My59g185!9H?Q%Dma-z<9F~NNw zlm*M^#}rjY50+YdeSN3&ul(rmVU0Z?Nh~A>zlbfAMyVLpdQiq__%vt@=8L66>H;sJ zpNLA{7f8l)Sg7{n*5}c5MeJJuMxlkV-h|9KL95i^+aL(5N=A?I$yH*I-4f5)=-ZL@ z!(|-~nl*rN%C*q)J?gd~VuDDPL}mK6p9mIE-jayZ`Lqpj5=$>oc0D72IB+UkQ7qJ> zdR}=S>25iKLyt*gKw`|3V5rJy7RM#qPgZVSJt^#C9yk}WM)XvKqkKrM{vm5Sx<&3m zb0Z`^8NSM@>sh ztesnRSdi}ZiZtCwY_BLX_(7^i%QJ7SH;!k8c#>tBd#kPM}aZm?Q9&YgJ$;ofsX7?@=kP z-gboU`nHXoH1-5VZJUG^b2{AVUB4vQ)EL+pA|p4vOJ}?n5bNc$F+# z;jQcd;)*29RJ*iJF-l@0{j*5o4&!{Lt#(MiyGcs3v64|wzfdZ%OY3eB;T>wjH^Jy=F=vo+>csm%)qCvO z>E3jGtXa{V-F`fMng6Wup-Mg%XUBAzvoun}l0yP;Q>x3AnAAiZy8Ir)zu{pl}3T5RXT|GeJ01=TyZsQw-%B}ziE z?)done&sZ)9&BxO^0TzK3U@`-N9`9dO`6S>s=(w=hxv^@lgr_Z)=ld?Q?j$PD(lE% zcqwEol%-^MFHh>e#9d06x2^Asu}TqJFSCy~nDWxHnKd)xX_-@=;-On40@o4qi9-X8 zC5af(QboDJ*23As`NOIf@2ElFQBa8i`_W4xWk+4|@Fym+Ndjfx$285uY0OW2eM5hE0KfHFRKz8;iSuV)EbDu|?O9L&@Pz54{!adjhez8!NsZi}t4_%}ZFric;gI-Z1 zo-nqMtZYP!?blm|A{b>sjG7jb!cizsWEhj5ws|Tx`zV*eaa^N^1vv&jHgIH!9|MR} zw+=+<%GraXC3rG;<&Ll^{Wb>iI6%`LC# z9}r(SYT@a~QScm$Ye9;!=Jp)R9ZBKO4k)R_Z1rraiZu~>#E3nr^ZQ?%K+0%+p)n}> zeQxvA=tnaFk6uUclpJQ1hEAs&cz)Z_*@GL~Wi9o^n*op&l`gRU-tXEV5p2(B4~?bp zmOj0rZMixN%(>`o@pkue5TwV`3po73+}_cs5z@ZiE@GS0$JfG0V{6E+m(pcew;6ld z@t~8{;5L3%Axx>w(Rrc7;0ZYS(3B(zKlxB<{mq7$lK@JxT3b$1>YZ#zYO_yXwK5_g zyWG-QJKKWI-+3L6PfCI_i*njyup2RjU~x}0G5y)pX-I5ZeA!G??ja>N13pRQ4?fLO zq`q5YampI#^kTheYWP++xsj^p)1t{)GfZWT6j}6MQ7LGmO??v32%PO+$0@gADVz62 zCtLktMS)&*+(UDIvxU*&!?26-^`VT?Z~E%>O~bO^$Kw2vfv1zl*HOU{uDnV{JGv=~ z1r+M^hPaHL_$hK%hdrW96*xE{*MRBg#8!rjy<-);W96;CG3SPkZ$F{Og-~!PPY!u4 zIrr%1wnXlF53fLD{muuHMQ@3GGBythVqAOpf!~FYr?Z z_|?ocop;p_8U3h0DttUU(d)-hNW3ZGQms86^E;o^0|%3->>1M>YK_%K&z%%9l*F3| zGQUSe_%ZHDl2FT!RNq5-a|?lI)xO^cH5ogc_hF8)Tl;`VoiA9le5>3oV@`kSs#bwW zBzL1~N4IjmSaVAyzQ=x}#({BZ4f&4gL#vP(OQcBB8jVaF7-r804cr8-;<~o)FR(bz z_ntG8ybBHvp3&NqCNHQXej5_fI6;CMLrhdhVl*x=w^m}QT0>17;ZIiXqrkA38fG&k z-TkyX%r`0N2w&qy&f`b&u$?omLX8NT-QYuGoTTgW8-_;QTPgNApyyMvEk z4%}e_ZNCJ|rpO_KI#74pb_E=aA+``uH~SF)v2IHSwMO2h`b)KQ^>6zlN7{_UoQ7*^ zmd<@H9;4*t!3D~H@g#hr2fWU=XfL5Jwa%UT~Y-1gVh6b|HpEZLN^83PaO) zOX6_R)gyQ+rZH(_sBY0ma%9)q^SXsQZ-R)h*2Ye*=y&rm`rf@bL8O@BSArP@tgYB7 zezcfQUGmAKluxg-2(UIGEeuh*U#iBD;lx9ZI1z#z%x96y{#hqjatN_!yH%QwdyGzN zpja%(?;dwO$)dEL;e6lb!}aSVP-Bv2=jF1rcgKV=^3?=qosI!2Cgx?ZU$vha)-?7` zV+1a&wbk5j#;G=o*sBzo3KuD{WVNwZO%jApTCr#{SS>K=pIdyBA#~Sj1I`&N6f{s2j_A6v$x0OowoIzCb462-H$E*H*#3qBiXul zs7;>jy$*hg(|6#V?|(az>uGPiw|(x0@%WG*8q3skKW}vb8BmoiZ#-hg(u&goI*RaMA=K;5=(*ptCK;A0K1J6Nrn(^4@~VX=S> z+065;#fnkYiB0{2NvM zTzck-L`fyt^`LEF)c1jw{hdf(j~>TDSrPCRqaoYf=PtzkWbE|V>XH@tq&Q4h9W7=b zC9DKOms1n+9sB~6$`w<5e93I`Iu$wQ`iwc?#QfkkA57fUC3}N#@^nB<`7jYJ`S+s8 z;X5_An;ItBG{c2s{Y{}sxdXe_VMZ@yCUSx$d{FI?P|}M^?&^H|S%%GdEo(eRh}n2h7OaW1G8=IuS7o zHP&Z&RnOlaD@m|w!t+Iv&&5Voi9~8#YW85Q0kzbd#d#DIFv(?{Nu`>DI@?Az6tozN zav8`oVsR&Y3*#P@HD*|pN2z;=u)fdi_d3eio|nG@nI;bwQMlbNXbjuSQZZ21djBwy zsPfS}2BbWtC%)pOY+Rr7L^2B}bjdB`+$NpLviyed7pLh>kVm1~pca-BdY# z#o{!vJzxT((v0Ovu3%57F4Ou;pQ8`M6||A$VrvB|Fx~6|N(T{BSj@Z+>)i(Ckq}Q@ z$wxmq@_Dvqql3yQ%-#Q3Gcj8AJh{?9VnM24O=oEt-X>agd$hSt%fPu}sQq5~HFctA zr|Z|6EZ@7d5D|$><07yy>6!Qih3`Z6$P=-m8-2lrml0y}P71W3bX!S|FFHEPz_D$4 zC)3yJQr3@=ia^j8UzFiJ&Q9~3q?!j-C?w!sRu z{p7HYnqGu1Pr@|j>o4Fzh3QWPsWMbFW9Ww1@S@FokhUos(NZ{UBRu~B9jXOEE@kST z1t|s2SRBH)GiE8Z0W^fPCUbIOJ5y%@me9f5|l z&JYf}M_(j0OhFJd`oxXJ_Onogjg30N#XHKH+3#5WwolcXauE172bWef&edoZ--?@< z{rEf=jc72@mLo$)HZIMY4B@uud5Mk(w50^o1Z7mNfG+YUdh1=gf#Kh$% zbm0_k50Pq#?6N2rrUy2~#6A9mgwoP&s{mrlA&AaVs9(9XW^1m1S7h{J^}X|4Qn`@& zdB8_3L^L!T`qLhwOx?2(VvDgSiy`+1dmIpaqJ_ZW^Vv*%iw}>6^;N)vIM;+|HVruj z$*M85=HPx9Zt=dsM;nznd%K%?X%cdajU2*e<5OrA8W1BH^;LtZP4Wy{v3a_q{x4r&<7k?4=~xHSC~QFc%mRzCO==%s zV;%l5Xd|j~R+L}559ZRfa|`_i9-#($jHg-|CPRuGd=(q%ENAL!L}j)jp7a(Oe~XEd zJ9Obj86(_OZ31iN^Qufy3&ywCag(0IT2TGuy5o#Nt(4tnXQw9H6;NlN;(>R$gL zBJzm&RY-Uou7l09w`c~N9hhB8AsXn;J?|A;k;eZTzAFe`bT_&S;!PUM&@iBAMp#?1m>{8v zyp5Aoc*kj4MR-?Kai_qsRbgS(**^)H67eAg)<8ds+OnxX|e6C_Z(}Fh8^DVYYsvS7OzB@3E3=LL?oe%zE_43^^_TnxSvx*L2jgE5(TvN z^U^rlT8NFUz-VI>1idGpGD3vu_u&11311kO($lm0*+nD)PO3va+vDEvPs(o7$DK@z`r+d*P!oB0BNW;^ z**WByXwg-`+jzRRlS!se^a8g%7 z?~>D&Z?b!s>A;Ngw;GlJAV7Ld(P!ucDQMPRx_;|AOwhvbFzWl$s^71-6F%*{BZVg-@k7MoubjRJUU6%%3EZ@gZ}36w1Urpp>#|_K$eit;7R`BEB&m ziKIzF@08TOa>e=5}{?lbUA}ZaY^ca)x%mIQ4`ro}bL_rYE5Il`nHY z<76lZMpl-l@A}!Xak^uUnErwbeX!oBa5Q``#d`OuJ#^1#Rl)_gt@wkkbE3fNz}PQm zvh^mGd?_}%)O#d&uKM=-xVLJ*W}?mxxR8wn)B07g5aHDi&xOoxz7U;^F7JDx66jfS zr)#*ly>UUD8w1U_!!p7|bz-TFBj(VLU5!->2MnjWDe;p7mT`e$px(h?7xZRTuQ>&H) zFMGl-M0wi){BLl~Kt*b=G_u`uGQZt(Oqv@nI|i_-PYJrOPl=lLGB@wdL~*;&W;*ec zx)Y)lzSEvXrkC_0vr2v$)DgxS1H85t0xMjdyqPV;%~h+2@GrZ8jY3 zyzI6yj&8atOb8yW0J*Ff1M0ji-M~8Q1?8Dy;W|u*^UPsqX`L3n0~v~lgCob5`#JTP z6)PF$rNVdAfAf|dUJOOBk}9o;*(<9?EjkhBHB}Tfy&|MvxOjc+RMFV1HhQ37ic!V# z>dPR(nCF8&7reZKwe|_sDC{-6iL5mJsJozBUUqn1Z|8kRZY192 z+tgGX$J^rBNV|bTQs#=iI5kWs*6+w~#_1ZylD_@?YV=g^XWnHtd!e44&1%gD&Wmqm zEt<^xzf9a$4kYD@+Ibt^JB2vjf5jUmA?PR&jg8K}+xh|N^Hs~<(+JVtFShYSM+g-% zW0$gW{xwY49QDTbH)fP}q^kE52oWD(|9DAmOMK-yoSL{H?=t#?`+K4vt zx^j`S`hs#j26Xl+`7H%E{~eKj7qVx=Vu&RuCb3!>*=^eRfkboVe6M%uoU^o?$5daV z7Uz61S1%`5jEW(q&kwru>2Vkg+Za_dZMblVR8!0Dc5)!z7cqygi84D;BP@U@-Td!~ zj=oU{Ae$&d9g?6*63x*OwmRQyP-eF*%rrv2GSM5U*Ga3cCM(I4#@22=eaF%s)w8Pw zcChoVE*;Yo9O(j$Oms<~qO&ipv^G|UXbM;=D9E_pSkEeeVTZ=g!twzqcsBZbSPU06^?df?c zT7G`mbK=!}mlx&l$&3OAQTjm8cDEyst%6 z($=2cj?IQ+AToY6^5i&!>&u4^3HE;zKii(=u#+2ijU~2tuT&u~Q}?R6>Nk!|T~uV& ztiS&*g7ZU}x*64_1?$gK#twC@%=DceV~SD1#Hcc#wuoz&Db>r2$T28aP$(xRY7RL* z>h`n}P9j!4lgO0V-73zoV6k-m+-E%5%82_ue3kmlOkqUmduGHTBP*TTWxFo9bSI$>F9Ei2l*H^){ zm@dk0Gfn)-;a=@V0Ra)6r1BEC)~a>EssX;uW$5{M;Cp@~nlbg%GahK0JRvu)#nG02 z!D4=PtHCHG)alEE!$j(BVnVFyjhex9U8RaKrg3FP$}_IZS$ul_1;hw~XkntdDD$DV zh;$3$E3J)UUosYUn__E|DRCbW68ZnEm-D`Xd5@f3nu0kRmtGXyVKItu8hMy0xO%sewO9=vbwyoWH_73X>mC5AHBop_ejh z=5z*;u-S2sesIQHc|tJ$OsJKcti6-v>zM*4$uDIETPQuN*>ugaW{HMzOXGu46GzK; z=mdNF#=75-3D7F1snVT26YlONn*CX@Lazk2W!KDccs)eX2`A;;i(c2F#31FGCnwz0 zv*qjEJPtsF4@(r+X(PbJiPX0a^VL=k2@I>xz@BZ!mBiv6H{H^!Co_Wzwe{PM34K(B z^2_>pfyCx@mgaT*<(TnL51g6_iyd`*oY>qlB;pD0Gloiw&V6|oB`U3*b-6G9sWryP zbB3HSj-LRd6+2np7bHqjGIIW`tC$?_RHip>%^>bbV?E|nnd!9AM@0Ur9pX~mLq*HT z-y8D)`*M{%a#bvBjENhWHin8s2VPH-}~s~(hUo7JQibKwFruZl1xy7l|GlO}luOXYRlAe?OW>yG8K;F1n-1BM&p39Z8N|WqIrM{Y} znt(BLkJ(|8`dJ`hHo`Pys=@aAGsY3=nC2JJpdRF;q^p`jthY_tLo+`{Cr&0<89#UQ z{La{YqOd86iRm~rCxP9p2F8&V)wfABnw1SZK8f#7K(fzz%o1F*{E>j$e$tG-gkW7Yv7^`W>PWVAtiov5j4P?iKR z4>cn=1U*-H{PRtWjtmwzc$DJfM}(Te2Trt=540_El``?ny_(46SKb%&(;W(P*F87W zRAKzuDjIAd6-LaQ@HFcIp=N>jSoam|{Z7f=v){_3<&`Plq-h0YqV0cg%d|re5yxg; z?)!e!{SuC_J?_K#s=q?~-F)1Kgx|T@ZLCW>CO;k~f$hY}7z6b!BI1fDXe;r!176bY zpSV6FaPc0Yc3F2r@08%m9|*lfc+V!b|G`5`qRg6mgYFJSq3@W)A;3^|3!Aq%7z3tkRcu#qnVJ*`tggU>k8sQ)n zXG)&5UwqoiU8RT)s?Wf1ByKwcIR)$z_~lN}Prdv`-RZ-L*X2XNK9EDseuGi7GFU;M78F2awgjm0I#$F zF9SVqk8W49K;Jd3c#*IDtcb|8uj&(S)zFf$^0$PR>8syE@r{$AT;IUiY4nZ+_pqCG zH>18ZYjEw6^;<2uM=vfN*;t65CtlvN!+O#8seA88V5WO2a_*rC!_0oq4d6qvWR$&6 zPy2nD50r1Pm3|eKMe?U)D@|mFFR8~KfD|%(lFaDGod)o5_GFcFcIYETR7{-#T;z#5 z&94sN!FRBI(v0A8TgN_0d;2+A;vYI9%oeu|aFk*~hT~H4tZyN|k_49wv5&5MFjg>( z?53mhdm!#`dKtGnSMZ$p4AVmI)!p}R-Z1@=slCg>QEqO}Bi1e;{0xH7QK}awwfabn zk*yTtsWeUmp{#OLdcsW+DTlaWTJtclwXPkYn`dg)uY>rNbH8G+^*Esj5y&Mb_xdDj znOkxGltBONa~b~X^j-X*1T`9ihIG`PAr3Cdbs{4KZpO5PwGaV3Fb&JYgvM-=TN7IK zSrYWhK@nK-WB1S0n#Cvfo_VZyjkNp-XZp1vG5D}6QZ(o%zHjt{RTd-O1cZFrK+BfTuF-RB zYEx}o%jYk3-c;z)a%-}(Qz`VrWWr(lHD>mfkgzCjD^sASRm#Hz*ig=CUgv;#m{CBG zdBkO&5+R<%YGWXyO-IiaP;q$So|*Uq9SrqpF^NGsAm&Z_xetf!1i^=1AtZzvdR9DA zSlqwE0dyjq-GF|ON`d`yY=!bC7*HRLS+M}g{2Z56k!z53RA?(ItjSW!vB5z#`2tSp z(Z3`X@-6ww8(1bha~N#ugM#1$+xJ$%QsyAn34Qul(qkpB9jnN#q0l(e0)MXynvb$nmVQ&i=+2avZ4$@3by4g|+Qo&o6Rj0RgbY|-l64teX15&F~2SW<*oM_M*QNd z5ig08Z5>Qd44a~*U}F!D?0aqsuvU&0+|5N9L9SG${Am*7L4x_^vQunmsGN+s(oroq z`_mlbQBTNhZ1Z?d?&`{y601DLlq!MlwW0n4nSqnUI`Q*FuLr`4Nbw!yE#_Mq_zm5QEn$IHc{>qD3%r#umWfI!j+c`rXk0uKSfXh?dN2~MHUDHu<6slmP|Cl1Jm&^jx-AK(jl{ff! zHb|KX1wzS03_j<-4V&SObi=MiN*Tc5@EctYPwQy>Up!3zg5tOR;mPW0iPFD)rv6ZY zrEPt9YC`F6$5m>6y70d6KBZr}NWDDYP*@0+cop;Kbi!8SfBV3SH2lEIF9uD9^Cir@bPnZ`A{{xJPNS_;bT$3Cob9JbI6!sxGK zt^&z%JU8!v-8I>YjvYYY9uwlbdS#AG(3EGfWB+19|Cr5>P`E|S$U`({Rl25eN|Y-6 zrv4xZ?|x9SoKO#IN{2+EwqQ7FUmK>OpSIEEAF~r1w?F|7jubEgtv5Wy} z;p+noN*|v9R8nvzX+U6%1pfvsZh9QCoUiYc*p+;{_%ur0z?BL{fB?l0I?5v zR(xRq(-odZe~A4EnjOus?IXHb zNHgW}-kL2tlaNO@S0BfLBp8qo9q%PXfCjA^(dK6cS2dPe7{3DC*jHuj3x?D1dVCY{ zEp({Ai~S(*plbfRbjz1MXE)Hy5I95FhISb9{^ntN5w^9 zpt=tA>?rqFAKn<2=Di4HiWe_X%g2MdwlH=h!v?pz@W7c){?n>=OI z^k+yXq?LX?zfn_?~K#;)Ji9obhx0{CM^Kf8X(<|K*%u&Uc9n zk-k5tdZJ(aw@>vj!%y{ilTmPwm6=1)SU^x7A824>tBxTH&LPIY6rwHw<;tHhJn*;R zD$oJ{H2M}m=Ud_h6l(wOkN!D6LTKE`m4*DS=GBpkHZhv|hMynMFRahq9M5~lVe@4w zH1=LhDING!3uR&9nvAoZN-RJ}nYMfXHp)jeTj$cc71EHC|NP@PzWfn15e!b*ivF0n z@t}OX(nFZ;KF2|lzhg^_Tj}maA~ddk3ejRC#0w(@uL6Z30YV^zt7~r*MDli(ln=BJ ze}vY0;6a~Wp%)jZn>^*v2+BbAKhUm0IN>O`DW^bvfDa%e49pRtSNPMqq3V z1aMHd7YT+gk+fJuK4puyw;%C43JIlFNcLT!@1mJ%`@OpSI2T4y3620GBXc4y8i0X* zL^yv5Z^lsjUzO!Q&FLvzG~Ta2(BZN-FN6h5EbEcZ90$MD*Po`WMg%kc@R}?3 zX@OZz!2`pZlp7Q;|ALm(DP&0hKPi4qjnW=qJB;K3kW3t2NE8@kfKP(dR0O8G=uD=lBBYi>nm{xU4&=q#M43%c%C=idh>C|&jfxUAg zvEdL1L8GO_D*er%|07&~)9nAZ7-#aO=MWx&8`MNWRPcdKl)NBc&_2p^9{Lan(N#6Xn3R_N#=!BqKd+%JInlm^Yin&d6h;CPa0JA9D18tT`k8rY z#6mocQ~58>^lq<+$j_&c{^s8Lw_h%J)$`BKp)`2aR{Z0;uwI?paGh8Dc@jl=U?8-neg^qK5DvVdwL7Hvf@@fSHlTb9>gSI({)RaCqzWDq{@ydBpFjP@ zUNdwI1A#k=LaxqaQ;tLw5=ln@%O$t?mLD#gAI;Sk3#?d$f7lMc*q10LACw8`I^VA$d+E{bA z0Yp@`X)Xa#dMm!n8Sxd;SRf3Y|1-)OV;rnJK^4uI5^9g4|cr1#VD`Tuwh z~7rCZQobN$Z&O`C073LZzj4N-b}P6qb2^hel}{g zN%f3q4zWXa$^BGnnSHi2!DugXXf`RP*lGT&nM$K@{4ZuNrqYfGH3LUGXyO>8iuEt| zW=_~B3k6NN3DqK(IrFB0863|slVf;%))}%%;|(|-sNVh6=K}KBtgKbb)*dO9lv@%o zcQ|q=<~!z8MQ9lzH^tqls3Xs+&hdrbx(j*qfAueDE8&9K>YF=;s-d~q*R<7a zu$nB-5}QvbsyOu291>vUTF=+Xl|?H-TCl|?99@sqx?)-NL_q=)BeV4StK;vGPc#jY z_q`X4HR;+w3;HfMZK%u91_&(gyF1=jCR2KMW!MT?6-tXoGoX6~lT zefh)JBJ?9>F&8C9Jq$u7;?8&!E5A|-&wWby_*AXh0hs`0_WQfmlUmX43v^s2TiD<||2KaE zVbusE^~ZgjTR)s~Q-so^7}xC3Al^f1eXc=onvHZlVK}_tLSU0DPpDY-%pKYSd0!HH zP@1yuWW%RD)0OW44dUNySmZiq;bbJPu7oYydWyS{5If}FSd3ex2u2-z%)ZyJyT(+{ zPYEtTSvjY9gpzPXICO?)|lWG83DO+~%Q~uS*Xj;E>mx=QzsHfx#%FJ!WKO{6rhr-1k%N z&iyVd0sDKiPUN`h2tLIu2Eue%RtUEOw8~G4aR<#uQyht;a|^FonXqD_?ljMEz_EapE9Kwu}VkPJJrdQSg$}?t<`jrQe(>!56 z*GOVnKv_B>+ql+wuahjH_?q36q$VA~&M;QKVzIK}?p_oLa;6s{rEm5=dl(z*eVz_^ zoz^u^u59kr6NQ^Lw@r-Tg&a8-bq#<1H0&4(X~p@8Ps%IMbQ5YoAib86I*c{7NbJl7@#v z(U`A}V+sD+_`C*(gzmQ=1$TxO`nfxwE~8Y{)X2nQ&z zo;+C>SgaV$0v0lS+t(S`fgc}Tp|;QolOpy3Bqr89gOtE@drDB5Gqc&e(0wr+a+hQL z&=Y77Mqf<_Pzk|nW?W#yQ}`16gMJlV?EXk#hx;s%W{La_^>KYv!zY7rL&n_2xzUa8 z^idTb6Xum97cwf3p`mUhw>d8z4`<6Yw*6vD$ZO85o+Ic@sF0_yzE&*GneKy@ORr9U zAww`M7bQs7YH&VZ))h&ptbu8?3_1!ytbsX|{Z5Nl7VN}GD9~tNu;0mg{CH{f$=C+ zx6l3qP!;>`fnP~U@5$6sW~VxgRNI84eR?|?L+x)~ejx*EC4dDk{HB2sho64U{aYQQ zutArpcq=vGaKUO=-+_KFicU&0{@tr^L~`gc{aJ3+io6atbt{Bu@Sk1hkcCS|oo&pD z0)J%6xc=@hcsn&Eh^8-~=ioFGNXKhq{>=BwkseN(+LxK|XrTA2-bX&`h-YkN-f7`)G#lBOtId7(q1Oc|Akn8oGX00&uaIC)94y8NTlb z`rX30TDoT@FGCC0J+p2jfr#i?vQ5V&y0CpVw9NE2GJ!>v(X1>ttFsMbFs=A1Y=;J{ zn|uOd!1)5e1FPO0!}*p~^;sJ)mOsD z9Ou2zE&eP8Ug%k^RZ3Fhe%AG&vriq=twj$-u68sJ81kTc)I9J6Yi@mYznil$dd9QE zu3Y(S8~AML92bRt=`n`zC4a}3+>HV4PvAp|n;$jN8XoGvcRR|3{dUzC;A7Uafr1Yi zgPyMZD({^0F7PxY=v9Vi@_Dz!^+%meDu2u-)rCW@_M}xugf+j z3oe%1^=8NGHt@7eCS9R_ZcnQ$9MWO#Y9&uR)dbn-MQHNbw$&%_dK=JcoWPl9@F>wY zf{i)deg?kt!1K3tpYBm!`fQk|Nh`em&Fxvb-soCM89!csNAI0F=x`st>KVPN`dz#8 zY9%_m@n~7r%S73sxfkF1HSYn>+O$_-tE)bQQeoNmYsbJfX8m~SkM=I>hoT9bV7mznepthUcHuj0?F?&zNMXN&XwZD4q2u(zfLXTC$TgLp!S7!LZ zhom=TRO`ZBbt+=lVg|4YV+#l zjdcFhL-GT)pC&B>k8j#`{ZdG~eBLu8N0YG?GX2aQvw$GIpH_OJJq9|{jXvzG1NT}4 zOKQl#8wOr9zXgATFT~f;Sw2dOpx)GnK*`i(bRI#w(2&uN#!qKa1 zyTD`rhFw*<=PH8BZ!Ubi!{e+=^orow7rc@~(pDeH@{1_j`}N`6l|>oZhxmP;?$t#r z-QgYj`Cp5WQI@Y)(|RHvu1I;?&8^t;{!LA8{eZ>?ozFr1Kk)|t#45TV2*}H+2$<}T zOZM5wNr5-CE|oYVJ#;F{ra|$F>1cmZAKH)JmCijXYVb4b4mF^8Pu=D2L%HSD7LC3f zNxM0))*$BMmu11xS{mjoW2Ii_tdkx4_Agk(Hkli&{!Jy*Vt(WVdyCVfo;hc&-jMit z?yVc+lU>3`3%AHltuJ}kThsHAK6UX|ANQSJ-?9dlt_u;Di=K7&!Wfpl_QXZ6D|3XMlPfgRr&K=vHoe3+ z>S9V+Qb>Qc#d6PudXdTun!<_+2j%KhBi5bDQeQc&J=-GT>PGL2FJA<2(tUiwJM}oL zV@G%Y-hMCk=&61Mc{dDx@_YY#3Gz#C&4x1SmMBb9dAQ{yP>C|3dOjJZC=vX{f&JCh z0sr_9zRxk|htE(1ew>Q1_5vXC7yNOstP`l@df*a2U66^OUp(aWN5Qb`*6t8w0cbTq ztFB%8pXs4v{*6O@>7RPeX-qw|SS`4^xtcpw;ql(9!nwy;A9&ew?s%WJ8JJvmaIg99 z17VM{i;Q-^ZXNu3v+AM}8;@lc_s^ZY?Okd3bJowaX3gX9nSk4_e+=>-^+5Y~B*w3P z236(Ha17V*cp!r`@qvs0M+i0(+a`-!ax6zW)lIRDwsu(LJRg5ErCoF)|9!9w_vn^vHI(P#tPHn$k3h}Xmnx4vq+!L(ArdKbf47`Lfr;geGRN;-EnLOt{|B~U{ z@S64QTSrcPQRZyrDV$jFQ!l;$dHSRGvo1Iv3Vl@g_{5;wvlBTlPPxo-S~y{YF1N32 zYFUxCU+HD|1i+C!i{>v{QFj`yu9_$8Tu#GahHj`Tr-4Kyr$LCC*%F8q5r`TAmNM!i zO4Psj=+u`Vx@&Eg(&nI`1wAc5q`k$hbCLfL$uSE&rx(3NADCAA7HtV5YbCjJHfNCw z$gM;leB=~ODZS&m=jK4>{{<0Me%mk!%P$NYouWcDHL6=Ln} zo_l-^Y7Ilj)Y?7*d$n=Pg!W_G%6toQ0$zk~=>fwE;dQ1MWp(t?5NULh@s^DgQfR4X69 z!YQ5A+S8vKg&-{x6r&^s*!3?&M1C~uu4WtXgc@5W8zX>3?T0cqOW~#A|5~&nJ+?~A zH#^0z(Ot>1_oP(ba6#w$3(!Zb54h8^V-VDH>)QH;DQjPHYew;R|2W&CQt`NEXLaep z2KCJhV;HaFq&bk_R3hIj-vsmbLKXSC1|AfJ3%H% zD0(w}OsUBkFxuqM&|UNqnkpzQWOfbx>(cW-j?wu3`+UNdhYm-HInP0ZxzF4)O9$D1 zXi|czTjhS7{uvHjXgrN53no2np~IuS*!M+^v%|_5q<}L};D1q~1PuGED`pbvLlRWC zA4k$++l2(|UW&LA`T$TRO|#9192nuJBtZfs;~2Y*%{GR3$+l@%1^j#Z?r$Fr(@Bic?e z_a}Y!Q|c_VAFn6ADJ2lvsOWO(#_*fXv*C8 zK)s)Z%|p58FC41K>O)hd=atRef-aK(dc#I7uhH}WksRcTF}g#t3@ zqGW5k4CDi7HVY3T)h-iW4SMYQq2%2p#1bIf#_?^I5L#D)&)Ll83-et@*WZ9w=lj%D zbyq6>Q4xd<#PBG!TFRjLO#12>82$09l%o=6siH~n$9g$D0yJREMl#SWIMK~_+$cwQI1;5pQSfM_zE&e^r9+R07JyNj+Lu9&tzxu%6)2?xwc zYs}U`1ZY`S!y40P@<_bTqUY`WjQj-0;&&VLf(r0JS8+Z`XJpR4d;bBUZptc2-s)D^ z$usyH2uLZ0=`mdg;*w+=unK7{z{YoxSl3nyk|FB@G#4?HDi18=I^CE6I9RXcPYWae zL+JT~3-iy?h7*Mn{H(ZzQx*?=ce{~#e9gxlU+*qK&d-sLw*2wYPY_=-dsXuyC z&(_8APl?QF`~4d@b6N;9Cn;GnbMh>{fVm`kqteUKmuSCb{IiORFg_V$DD4$}M8f~( z-FuLx1t}1U#JsK0GLq1KoEHI&x`QeRjC^7s01-$z6Zse;|7!yC3eKHChFZ8E5q5J= zY%1sV9lRLt&<)~IWsbX+!$A6fDeA2M9wYe#-yWI1_=&N5N!8o-!+PPRmEJ4v>X6Qr zayMkkIPjz;$Pr3VPQ&R0AxYv(V&LdsHsBxgucpyK3N}iQLK)t6GOV)Dq?jgbYZQj) z8mfxa83dSnL)dK~nRWMUj-2x$b&}r8Ls$O~e9BGD!k0~x06AKP$WhxOogR(X+D(hQ zhb~0)av!3XH~A>sAJ+2^^zxMeg5r}_I%d}WB@+XHi{qX!vJ2Gi3Okwd92>WhoI zY&RW;jDODC`6qhmZYUdQ3G8gb9+SBp)9xUs{9{rNumhr2!3I(Bl+^3#*y;T0BY_cg zf{<*v9FSoRc|V?_Z4!?71Br2f!2d55xzqW-O;?i)Tfd=-54}L*W!>q(3BR#&=F(h1 z8N^%5q7FNGVAhBM{dH1>^G??vErF7#nr7<~q(GDw#q|2GSt$jg#1PwGO-5`(D7NL$ zgn8a`2VM;JHI}-9>W_3+6%LSb(tqhJn*RUNErnNAu3CI0T)^MmQ5 z{Z$=mwI(bC zJMp#sj2uqN2Hohn_6}c(e|-G3ZGzKiw)vkx0@ROi9L?B!U@BuFhA;=EpQdLXL53}y zm~R$y8BK$27DM<;@y!Q=!5Q-Plo_=VbpN;Ls|BipBecZ`61wxs$aU|z^ojWyRuR1~ zWxAZJM|ljp(JX3Xz>*I`K#66DJgD*Zc^1Z6zkl+`y$2u=AZGCClxT!!*aOx4u?!eoXk1o~PEn>= zfd3@;E_0l+v6)%GAT5x7fic}3mbg1in}88*5*l8xV2NaAru%emhnCNoBv9OHS6drQBz-n!vyCGQkW}iO6IC68(E#nnQRDdP zQ`yy*U@0tSYrZ1)^BcX!iGRuj927;oYyxgOlu}cYr(+wIpgitnIZk7 zvLuQS77GEC@kut_<_fRhiErQY&C_fUi>3zfU-o1)fc2ZI{ONy4N?(5fM}`6x&bG{Z z?hX46VitMR9Uk@Ft$&5XjMmJ`$fv}@>OPky5%$m&_E)7A?h2tfqP_{RuOC{<6|1nT zg-VU2!5*+L=LJFg=9epW%AuJsm9@tb^ngR{LtS*8yjydhL|`H$NCBq2+t642Yu7r_ zb!V#T%OS9ApK~DzxX>WHRU_Cd<(9_oLd&V%B?lfTf_~E-d~8*7Rr_I}m+UFVhM(q{ zA6r#jBGg(bT9ddnO^Z z;|Q-xjNnQGI1g;veVv-gdZ_No47JJzohP#{DuQ$hm5tF#KnWlgQWoG3FdtE}|2GIg z8OR1XjW@#kj%pDgH@9iU>;&i;@TV83#!eE}5gO2%r<#Hi?fj{C8l*KR3`0g5r410m zY3z-TPpLRm9CoBa1xxg2)@gioc0;WgXYrz2W}Hz~WB}5JJ83|(^cI1=Y{-f)&r;l_ zYmYgA4u6{v`@it=ASo;-l%scsNI8BHT}iC^IRsaO*dVnA zwc>E*TdlrNt71Y{$veHMm$x@wpXhP}NPa^Zq<8%No&Giv`UphXxw}8C(gH+NRe1|$ zD^`8_w49gqx71)Nbr>8fj};zk{GS;P!3Mlmd1y|LNlSI3cw92psu1evC5G z3t`0d4!a(>@!VUBpbNK|hD7~&N`BqIhA0)m&6b-j5A@KL zAL#ksdAAFv{$fR-zEao;R5=$qf8$8hXcJoK-8A|xPp<&_PTF79TA3TKLewz2oY$I4 zpQRz43jLV>>1l|u42~qE?*Re*(%M3p@Y^$#xoSROz|OjN0zlkU<1$D~AQ2h_9*iF& z*DyB)e4kr{72W4>wo25P_cJgdB&x>9lhIKn&dN3pQpcP|1v-_26ii%^iwRQb8j2;sbEu?J za+gJGO-nC=MB)J0CAL>el#d);x$pc3wewukN( z-ZnxB$|Y~)TLJxU$_IoQe#x`hYrJakgi65T_!1D5-w6&c_!6=qat~Pi4RVr?2VsDIC{sRm-Dac^-OxjhMLj(9 zM!l%Y_(3z=?QPIU{yv^R9LhGX&-#S+RxCdtcPqc5E={Ap;w9qAAki1(ZZaB9CDOq? zkaoucP7BQ9)r&BK%rr7B#<{c0!5?0{K*{lSP^oD)FGitD@VuWdCr!k~{^^VrBqS-z zG*%{t+7u9gm>Fem>|!E(P)MC$dvVaK@6|u$U*O>c2{XZDI$HMpd=;NO`mGHobPkx0 zLrSz7y}sfbnl+=R=V?LtBZLr`qI`!U8_9Tk1^U$~R(K-|>gNzb6 zT(Dcsixtpr->!HTHt4MpANQZoWj+^Z8*PxxT!22zTwuIDYYdv8dxNE<|ATUOH+}=O zvaCqp3!lm&?91@^(z$E*AGo}elU9O(k*F?tqHFv#g3bHmx7U?Nmmk4|m!;cZvup0r z<-oz>d3xV0`nuRy=*eb+OL+9hZ0xc1Ep{yH#vtG=$ zb;9L%Q7xL?Z%tlUIOFh)>8iokOb()ff=V-^J1_ueM4eAcoq#TypgIu#$nU%{v3GFB zeAy8cSixM@FF6*(!h8~6e^v^RI6@!Sh*vCMgl_{~umQF3&F z0S~{4zBA&c)4stRaRs5efTV=_uAC0oEeW<+nOia4_fChMA6}>T*@sj$L2?{>JZf)cTSfouyMU7e zWybGo?q&v{4Xhp!+IVc$Db(yrZ>|b4HpMS>b%3WCI=mjOq+Q`z!i$0VRO=Qe5)kH7_353R9*2y-nQtEHX~EpImVG2D!owd1zLDbqjqAD(y_9~ zGIpLa_cLU^1jR(-o0tXt4F@%Q{XvnY2csKfRW3@Gnk+{%u6O>CGM*^L=cIw9Osdm+ z(wgK7%;L!ec73t?%w4w;))A*aNy{XRmS)2oRFC>`l)0e~LDqq7+OFcz^w(dfDJ~Ar#ep zm`#tDTWJ`-J+KDj#kGvP3$7rY%xZXV9E3|~?Z&E0inHR7@(Evr=R^iW{OX za}tG^0#&kCMO3W=K={}sWJn^H<@*PT7={{|9aA2)9&t}sBU4=<~ff?o?w`Wv^|9Yg|TY~4+HRB57w2O zHHL06r3XC#@C%@^D1)1T`hvUYzjGUjVsm!wpV%4VBX^Ndw8$nH&X?Lzcn5e z%ROw9``H(`RALHy5J!t5eV6 z8c+4)^GOf%9;3c|y2kST90q1a08F7AFoQ4ve-*I|#lNPKSNjzlsH&8c5irsG9ZVa-1TwX=* z2=XP@gQ)v*Gx`g}Q&!N3(j)VcdL6k@u+<||9!Fq+dTzUiYq2;6ZyEq8HHF0y?jeJll^|vc<`sQA-qs-Zc8CW=X?Fc16-H~LEE^Ol~vAomICU-uD|y-vz!pi5*%P}IDO!KkfK%y*{I?sk2zr`ieSp^j7JE1xT{S1ofxYJd z6GIEC5+bV8lHC*ndf;4wy`Xemj5DH)6>tQEpA^d$AyK+i2T8$Y^|L)c8JC`Fbb~kw z^`qRqZi%P6&UJhe!I-Gi0yj;D3(w!I=_^=Asj_LW8wsH8 zd)@iQ6m60ZY8uPep%~)9?;iA{^e*8Os(T1mAbc1r63VP41ncSb=;(4X4<*~uxM>nm0tQ9rn$iM0A$I_rnWeBedkmiWPOsnY1Fk2@} zblL=D#1v6-qAO7~3#&Kq;Tr?!2*R+3<qga5LR zT?9lf`bIYWz~VS2#29yisd4%?DMgD?wZB0h ze~+02$zEj!vxNhnV^D_--$}(-_3lVqZ+5MG@#B-Z)T||Dp6Tcv?yZ2-REbj;_`5#r zc{w{|3g9?~a4=+KS}q$DJ`}MI1(vT(JT;?{TLC_X>^2BdiY6*p?C58yV_AtSkQLys zwcF&r!ig1C>%D(`1~*hv-1)OyQ5$0Il_2T&42O|>)BHhWJ$ zCV8QI3M8tK)ear*fK~IAQ(~U8^H}{r7?Bya7OQY7403%kR8VcvqpkZl|IV#mhU*2n zYIjDkibt_>CS+B=1lI#bX^+aFg5slA1Q&0(4^ZXmqtN;u$dIsU`;rm_s)7{!182A* zC~lu~Ktnt~BP8N#{X95S9=AOK|C=CY73VS40pA?@FqAN}@if&n!T2?Jd)AW6Sd?n# z+cqzf{H?QHVDupn4^@_pzEsPRDs`in2G~dyw^j$ zpJAVuQ|Q!-uLqi&T2PZ4Xl}}YUJ|vh5Qoa<_WsbF1rmws#}MG9P3OC#1zIl>X+;<$ zxj>H0u6d(336yE{a&onRi*&jQhUa&{$^qT=_QkbnWDaj=sB;jva>15~$0)jjiZu2b zWRzv`jm#)Es((Gzi7hA&y-)9hRviPtO5<;sQ>M2YN6fcCo*lp~jK`|!=fuLEp)hpD ztFjAgV?mb_SOK*ouX^4JfWQ|n1FHkm{dSbnJBJcV8y%nIR0j)PmGDm!pNz+w?4n74 zEAO+bNj={nMslD*`O&AEikL$Tg^oR&%3U1e27wJwpmEL>XR*#k;;g9aB^xC+3RWO zuqH+mr-{Ok8v!9in5B95aNLpwqOd%{O!bDk{;02?x#IUHy!w<5WnjjT$9{uB;Ei|5 z3km9w?G!(rGoHq<+yJz!jAwDMFg8{FD%vvf)&r^}(U>Y;vm*>HtAB(hg%c$QO+fJE z_I7skxLCAqo`WorGdjpp9jzdrAag2B-2zpL%9M!^Wey~1l2a%@trF`|;A%@ZB7x65 z9^YP?WEMkrSfK|I5K!F&1*i&o(UTSxwQG{O8@1cRtO{4(U644`Y*n@88+6JQw5&>> zeGR0-b(AI7ZU)PY#)i%=T+HGtM2Dk;A|SaYx2Ry+(A9XM zc~)yd1!E+d%d2+kXaj&m1kcO13UP5FdKE=|WV$-7Fj9cCq`+iI_PAK{#mmh^(L&ie ze8v!M8G=`)@&u|N)-}}I$tVUo81~oZJ^E3Z4T_aC!h#*vNDfMyiBHtpYJV$9vfhjN zuh6xi6#D2rbU(26pqGzj2=QV&2Wd z=#v6{r2i4Ih~DQnlZA5Q6J8nUpyv4b>It{)o;_p+PlhCtG&_H{O4&th#ca7KoOx@*@Y1mB{f=gA+dT z$}0#qfI7EgWsCJTCe8aV|IimvTh^Pg) z>I6D?LB30P4608R6l&zB@$^q%GdLk}Q~SG7;27+XR;G|;fewF1U#;D`Aj?KZ*m9v@ ztEXlm-dMVd9of~}aJ%=BOF7TVVO{)Pju(0RhSDJCXKW!2>? z&aHU8Tt`i%x<&m|)gQN=C#YWA)Rd@`{aa1N=k3ZV&A;E7*m*i5+p82DGwz1RjG3Poz00GjExS9P7z0K_z|0?L zsgGLO&$@Zv+rls**GRbk%ZrfC#~zIm*gPv^Ft_Vi58_VWBpo)u}T{Es_M=e?*a?!LWsK2oi+>MMy=)=L+b z5Zvv~-^E0aU4`JmEsgPY--|H_Qf7GlLRu|RINcGKU`tdku9AQ^2`~b7`xnEDy+^6Q zce&YuvrwX7yHyrbTT8@9@SbS9Nxf+DI^{_1%NsQX*mQPsy7bdrLJ6#Lx-9EKv*qyLrl8vGGpAjz!cxpN%-{U zpWdTPhW;^fjF`QUd&KrFf?GsC(tH!Ojw`cz?+?@r3+ZW0k5B;zetPR-9wLOr6D;31 zumNIeYex{p>^0jrp@z+b)r8G@IqlJkIyIl>i2t@>Oc!ay=Qx6yV)%?5H3uh3c$(hz zh(UK+|Cw;K?3{ZeaAz+#m*!2VmooRGe=C_k_WB1dBd%Go+#APhWrpSkeQjSnQzK6C z6?~>bnVaS!(r-$aA7~TJ?(EzoiNm;pqx>-s#y)~b1Z0pLtRvxj zkFZB2xUQ0WPc;AV^2T14nR6W*FE7oDziHw{Gzj0Rg6A;aar~(=V%z323S>Fa-Gry-n_iJ4j7UpFr^l4J zArjtIkO=`Jaw2EN2A7dNKkX|f>P8UP_1{|Jp4NtxmtmcSZ-D@iKze&6_A$J^DJOo$ z;bdN!ai?Om(ee$%Ow!hh3;32La^5^6&a-3>OmuKF&NkM21Ty)C}Fj4nJ-pgg5uoTLKjEh?>7GmriDA+F0`W^)y2HmvC|myC2GCNKU@CZldo@`6{Z&UJ zR9HIcZ>V0*mRJx*8#`Cn1$`hXG6_fTVIS(d@XMP5-Pv|z83Cs9!Tg_T+O@DPAO z!flu7uyX|T`U2-u)s7QaWw7+Whsk!}30u(Z1|DcPQW(eBhG;kC<>k$cz3uIA0Pk|B z$rlsEfAkx6H2&dvf7+Pk_p0qaZ0;J^e=4HgmNrXWa<9}3;DdpTYb0dnl~z2Zv#a=B zc~Kf$jeAXO-LzvT)!}1?5Y18h!!D3I*^x9xnd=#!0*RZxql?ZwbPSN%;^agB)IC9& z`_8?W>BF(LpRr|i^y&lV=D3Y#ylo@Smc(Mb_u*<6SjGT4%l2x@ciELncoOe(%X^zG zqHg;_$(pX~rlUSW_%h5S1amsfXQ%e<*@wR`SNC?s5266klISs8S!r?7FnHa_txS62 z4vQ^^FuJz?GGp?4TqqLA%au?ftdQO8=c$c6w&~XDzXMZ+?b=Ir=_X*8uIIl}D7jwt z`cvGmRVG)ud%FcFWI}so=#M9QhQRn#q$ydRWBL^v1t;Qa1opWsenxr0gLFx=S)kg8 zWMDRHd_}C>d*cOIohF-Z7*dPV9-dy(Z?Qh@XUejCz(VXa%}qNuwVx+0Xx4H0i0}jMofRaE z7*LrJOoXN6*hi-bWe>hse5I0LspoGX0eMz$ilpMU3V5`)XX;ikACA|z1I_MAX5;Np zZ--HEx(Z|Ab4tXDmnDBQz#8zyEsE6}Tu%(&5+$`KK>H|B@MWh-L@6u`^udCn^L1Vk z7zN<|Ufgg*OV7JYXKQM9!S4XH&w_M3R9uaDA28o9VA>q3!Nqc(s!A{s1pWkb@?!Dj zA85;t!SVH7eoA{+o^RnATmWBqU#{-C$#~Zge43S6YaW@ZHBd3Vyx|EUUi}LuB|Gn9 zFu*RpxpQ_VxbYd%@QyjLdjoovV~;JEg7SBMy9@6gCsG!7but%g#Ld3ePb#$5k^ofQ z2F;i?b7USD6JmLmEVa5%l9%td~6-fi*(#y@>Vk*4ie!L0IO0wKkMAuvdb+$z2tj^ESfu3pbuuPnA6N zc&uD_E5I9?FTH&@Dakoo_BsTBUQlc*0N(80jt77A9eR*ah=@^UOjh{0V#6{-(bCy3 zlSN^b%Hc*yQEJ%qe!?#;t{Ep8%8dCNCf6N;q5_vqFtzRO(GV8)wKt*Yif6)o*;w;d zFH(FRgSGBnD_6%zmK#1iq;0Ug;}^>9@+icBWx=vORGM@K)HYf2O^FB39Vtj$fq zu6Wbqw@%Qx^BH(Tc*)7T&YFB70NJ&fzcLxIFuCf>TN0gS=!uzb10u+Q=@O<6JdK8M zYt##~oXWlXaxq9z-TFug1jaqE;?n+{hkL-l@~ftVpJ-f!oiNazJpq59Wz3W`uRgWB zE7q6B2M;VK`rJLb>iRN<-Xjx2YmqBdyu8KfE_MP?A5)a0Cj+0IxESbRFLO3eaT`&_ zE;F5UF%Wy`7g@lMN{+*K8KAQd1qjS?-r%}7KunYo-zvVOdWvv>546#Zxq#%jR=+Dwn~xbZ zp|VWH%VmR?AHsS_Z?>I4A@>AR*{2dRL+~eq3@VZ*>%Gp$M$Y0FO*lp-4<*YF*GLfY z#ol(J!V1EG!sco(*+IrFb-!=)yCmlhRK{n?1|8l{s!>-3 zE%x?Zx*I+^O_OW!!4M3or7!V1V_wMn;}L89x;k zswKdBQ&h4RviNuR?sb{(4g}7oRb|@U+wlTRE34vnG8fZhU6usC+jA#f8^J!Ihu6#E zTL~8P>)(BTh=oD>+VH^Ln-InWZ9)&kqJNO1;^nn6Z@btCM$j3*-!i47k|a5ZICW67 zuE<1Qn}!vIA^`56@PhaQAHssS;#O)V-Jt*8%jCJp?+!#f<{j93EA#sM8&n%ojeM#0 z-M#qO1L)f-TN&`ydDmwqdouETdYW@_Sqa!@PVrt6-^zcmFg zA_wdM+hca@x66UP*lpves?0cGtcQ&RxEOcha-f1iLL0$%xjUqI`HR4=~|9+3jh~uBm^XM+-@mfvl&ZE zZ?igSXx<~9nC09BIO_>G22phvf=vSH0!OytnJSADj>^}!OsR+`;#)g@ka04m=A6l@ zXUPJP7^OjHP;aU~o^=46HL~}FdZBScZTtrY5zpA!O~Ly~L4r(!g6+^#fmLLgw|9Y1 z$_wSUH$$(CmVxg=N@ssAKa`~K+TcQ92oAZ-%wCqpWC3%69QtWi2JQ&L(go4T!B`f& z6S>ve*o&LNYmYvY{7#>+#5I+aifb%b%~^?#GBKY;r?ihZB<%o%cN+pH37bxnJ3>ou z#~o+@{sE`vDCI7Vw1u6Wo|Iygb#2}PAZKm|h^igFUsugn)9b~@SBWUVejl};D0s7T z+lYGz$<z|U6xQb;`1*7Cyi)e;$XT@>@u%QG5t{>roGPdMPL`~ zpF?q@sorx;AAm)5tmXI+k>S?%Tfq4D5vr*y!^^yW1EUERf7($hoO;flj0T0!nd0;c zY^lh`*Pg!JdhjtfETQ7u)EOd7+Ejm0l$0g!yPAbZ0yu$G;`;s{2Tnkdf4c|_Il;7q zfV}h)5%DIl5HrHP0YEi2hYHQXZ}#+lVEV{F!0Rkz#&7tj9g3VS&3H9OM}8#Q1aC#b zt3|7xkU@a1^a1>CKTHT8XxC6#p0N#<5Z~beZ^Vh)pdbc;s2hBHP7j3;y@|lQHwbte zMGzIZ)sGs%7mKe@{#bZOvrw^}yS&kWP#E;za}{gjTXfPmKbG8_0a7Yrw*l}vS%zOf z*nDZrIN(WZF85+{?Z;aKt#v`%M>=T?M`!F(8O4q%%B+6R9=x9P8)F zxZ?yj1ft-E0n#$bF5AyuhE4TRS>F5cBEiczo&`aTu#) zxrkB{=H$;M%mhq^h}9(;=D;_SIfWP!ZOULQpWS`((XtrxVvbXAUAGll}q4cvTgjiIn+@6npRtyWjD7UUs8v)Z01U7^Q?B z+YIziV!<|;pF53WJKWfPEI~Gg1Zvs8)NNA-^ew)Zc96ThiDN1z=HA-LKGlTKuCWp-(YBm_>!EDPkjUB;aQDNIUFmttCUJP4c7i&sxkLKRTschgz*?CFe zK4B^CFzB-D^=)T+rq;iJ(Ju>>UqekQyok-(%MtSwRCX?^C6OdRS<0bLE9oR5AObte z+*R^h*Ops#>wZBy3lkQ%?bZ{qL}=-?ndjBjWuP)Ku2eN58viHJb?kG_BoQDvB>pm| zMALZK_(cx^-W5<|ELnUjB&N+EIiP_sC{1`xFDTjaMzCwU5H~Q>*`_7b><>D#zv8y@ zTovM`A3VKl98u=i`B=~RlQurK##0^d7(gl`$8&bDq9T^ZbCcE;KX6XVcCB5_=@Qwz z>=+h-PgB;EWM1zlRxu$QtO89P2wH3UWD!s$jYBMxm|RmWajp?i&QMldhxJhd!3##> zQ3YYU#Wp(0w1m{8CYZfg8sy>Bz1|^Qmr&jAi^ z&_L}aO9}o_XspTsm{OCFUwOl@n;v8aGHepjj>x3@7EzI8;I@cGrGKngO+={#U4wo~ z^rAv+eg6f5B}B#s@#>^bXz$tKfs3X9_scl}p~>W3^T=#KRfU9|%_h^G(gG3!wCDK3HfST32!um&cSDW4Dml4sZjcM;7s_O}b~n zHj%t<_ngV^3Fjy;cd($m4s?>r%=Y5eK>a=xlE@_Z0e;4fuwd=G(j})c4B|?c81iz% z&BljoCs|<4EzX@cS4JrsYfpj#6$O8tow;vf5Yyye1sMv7qeMcGmrFFgNOCG7yb4kq z%5x>%0F3Dq_W2wsrVVz|yuK`B$I%oOb7hlA6k#S`i2Mz(eb)@Z@=`#Z&HiRXeVqj1 zRg^V8nS>RE&m&@ySlTRN`^1P6ZSM^PL(VTaw{HFhK&h&uBQuC*0q2!30WPti8i+E+ zKzlNw+hX24Npf5k&Xd5?Bt}NPO_QtzeRaqSm<_H~J`e8!0;b6}WGj%{NHDDN_t5^Z z0b9s^LHwk$FKM9Gget^oJP?676r?(_7s7h-~?m)ko(-z}%@{PlTwU-QTxwQKh?B=DjySo60 zH}mnl1%i3U2k%<&9uPoQcw&8){Ch%TPD37^A{m<%+bFf-L{Q+WzWL z9D*E0D2*(g06#Lg+l|cskkkX zD3bW!dgc~a*^0A*GU1?OB)I29y!aYDZaYqAKwAaObB>^ljJ?u7HsruE+@}G`0{K@5 zFdQ|#EkEi2(ZCfPBvJ>lPNKgH8ngfmQEz&GE7YdKiEm^At(4?GNq;K zom3^U^NP_cr9p*3n|S(x{g>vM^JG6MPG)g>a9U)a7I!C|=p%`ABb^>MdB+JKNO7Uq zW7SAvFOceyUlFfKh*cuNEf2KxY%7TbAk^f*rN-THh@YpkE!h;jH{Hq;sMFwzXz8jS z+et23LtZYB=z9qcQoJ0q7vz8|rxHc5H&oD?J%Q{8=x}^Y7F9#rS1i=RM>qiyW22Un z4;2fV@68Lq|BfaQ_@&2dYdC`r+^Roy|RCRe(3 zn=*q5IBO6|%RY)UKh4FrldPiHZ+&Ipx`NCv!-B=UqwMC9M0MPKJ|IN4Ok*Yx31#a*dii`Sz1MW&me5gS zM*Vxe!?yumFc<$EUeMwNN`yeOx&i2CpzGip69Ct|rbM40dO-eXpgtOhBG^aZ4an0n z&1itZK`Y0rWWXIvLid3%on0&8hA4^_0BkiCcWuuiMsTRglZALZvak^ZK~6ZIq6R4_ zf!HK06g{ioe${NCQ5<{%?kMD@F6GuryiUKd{L=^MC6S(j|FSH>rmrb!dXLJw3?Fx} zZzvk#aRr4@;or@3)Co{+wrMt10sRwO0qf`BE={QR3gG3W4<_TSYA2?GEZJTQlIhOM z3K4ua)P2NW_FS1bn8Wmp`eA>qiZ~Jl9GWEVGhlzd2sl5-fcv@h(GsV2quD;=T28%u zz4I<&p{VKe^d4Tu4-*5stx4im{`J!Yp9a5}u)TRbA3GZ04dw&%X`v1{P%tWBaR~$a z6AMaOEO*1A!<$dw!UujQpDKFUqU(T2rQr<|-QBk749+mX^g@p(ib$RL8(5k7Xal*` z41E%ffu@(unnQQtMHbR#{u?V2tqtVY(X#hiESX&ccp^5#p!(s&Hs9J`zV4GYzTJ;F zJ$=v_?Kp(^kS}B(9T{%9zc7zr7dt>cNbrC1asavOfcqP=>mf{<95cpGRu)fkO-Y$B zuH-mLV-hCF$t^K$LI{>&4N`;8$+pA?=s!>%U=`2$D3E^z8*boRi>q6<6YL~s|3kSP zWTR%|z$HNF>0?J6U>;WzeKRFi zBI*)wO=2jOq9?<29cq;ow{>psg7aW=&VlB$7rkfmLlp2X(@$J&G{IX1BRHjHRE^Zh zCC^uk;Fp;oHwPc+;~B{X2NhEX6p|=5P3vx#F3aAq1f{QxVPJ|5IQ&uUDiA-n160Z| zZZkUC#oiH@=0egHHGyJ{4;~9P=+&IWDN~uSvd|0M_e+^u42)BCyjmE!Kg`7v@8#A? z!8?4`f2cMG_ldBcXs)h{PhaxNA19{n>YV;9Iv8J2kl(^zkE&SoA6t#tRd1}QNI3Pf z*eQ)ak@GD#;4KHC3>S7yOPWP6yW-_2iYc(?Sb*rzhYvS{TZiac_)?X-f6qoi0|uqI zx@uZWh~_?8`lB_OpDN~cMGv7vR|;lv!R-LiAp~maWC-{N(8f`4=!%Ka-~+IQ?oH@4 zg!!v%%jP+8k|?~SF%%HbQ=;sB5US!jE>)b?h4+xx_wz7dBuX{7e(zwXP!_1nbY2rDMO%L%MHE88uL zpmKml*cJq;IYk7->N|NE z##MP3YCuzvAJL_cYuAB0q@cJ#ybfF%Z?SnxZG;_i9soa8{;6b1_RY9ITe9&pLy=4n zK%zz&1~t91F+MdddUF-dr*f0&!RI@?|G!!H4eg$es9w-rM+ir38Xjz)X{Oh$`>Z z5-@D3>Vn2qc2!p$DEY)F;3!7>8SE&XXh(ErKFguXqyUO4khywxE#NZ&Q|JwxIP8#! zjdHLWcK~9%O&788m*tD>@dmrS`u|C)y3NZO4AC9dC8OYAEJ~*@>!$sL$~qvS2~4c)5uGs zh0m#G(wB8@f{vlcnyrOQ!jXdviM8+ZpMv%?91M=+&!|Ci*XK)>;$smg#-WGQ9FvcH@-PTlORt;OjF`4s8T^H$) z&_kh=JdX*$a`S5@#@~Q_OhvX2OQ`z8%0qi`DcpzyQcU109Z-J?%GV}7!}`MfIqGim zj`?I03)OW4a=a?4WanE%MQSncfcv!TWuR1G*^NDq7_xBC+gHhNomB|!@?OhPoOTH( zYoQk%Oj?H%CpDQOz9euXWM(Xxs1XaMl+09^^8)d@KiWLe>)%_?NQ}=u>XV)X>wmK} zq!>FSpj}YZz_R?fTP1(VIAlM>J@W?3}5S#ME6Y-PDzzTu|G3X8;%m1V7P2g(G+yC)QWCk%N zWX&=|LP90wWEo;eoyp14jzOzJ+Ekda4N)_8rDN}?C?rXnEsdp)v`HzXj?$tIrLz35 z&;42M+cW*1=lg%Xp4T&D)H(P4`CRM!dSBOtV=Dj2V^Kc_$LwglU9h30)D##R=hgNQ zjW1kcfGT)>@!e{KuIc>Gt*URN$v_%FdejkZ*I5yvy}L%pocTL4OY*Go%|{b0`9ml> zz6vtk?YxP^SQ~1Vlhzd>I;s9B)BpY_FpIA%8u$1nN~oXYdAyMD(OL#-<6)FPb}E8` zQ)1<wQ+j zfHCxa0-T*_LYdGqmP)4(q*krHI_P4~>JL6`9FuD0ayi8*8?s%t1bKeM-=Y+U?K}G1 z{W(@c0kgUNDGT|$g&{nT`;LxmyF*?~><7NsF4X?$7(*?R%_ zUrvy}*j{V~8p#Aa5xm0YH1LiS4l)I`p(VT7 zElHmlen}ig+a81`LE(BHK^79gSRj_Z?-WN0T!;8YQg3_j?TrUN-@dBuegyY;oOFqx}Y1`3tC;w}mSAcUv#DmI{oacmMA1?ja1(l|pH2LdB z3@HO7Osz;8fUJ$pMi3k6eV(qx3SxtM9AK5~RlPeZ8l*W1K%{oppBKNZ#*t#c^|5_p zB}A3x$*wj+@z3DKh}>Cs3a%Kz$xojz;Q;{egBAKvJvkz%hr>GKAXPxDMSj$c$j zVk`hma8dETF>)mOfhK-6xfs9c5dIP{TvH84F!fFN8Tmmte>5Jktk+J@(ejEiZ0A>; zQs7y4BG;cGUxRe#I;tt4AKkxwFL*ViMT<2bN28>8oEk_FuwxAK2%%k(k+6Lot6f(= z9#YjfE*;Z`=E-7?Qc_i{m7th;?g(!uwSCq9l5*GxD-KRn*1 zLT6c?N5zzFuV{*(^G)~jCd8o{`Ytb}m7@QlbON!?Q#qdTsxkHc>a?1&0YooA5#?@X zb@_{pi0u%R3>}*X?;Gvrf`dTG)B-M$=TukbA8S1>z`TqEDvzV7LlCCL9FvV?42l_B zyxOiG>S<;7Gyb@W;uf$_P#D53A^xI*jp4z)%)ce7JJOj@&$K{bXj?(*$E44tze@cv zKAYzB-i#84*6+RG$(K?2!Y;#w_V1#$wyWa*z{5gy3&rb$5NLeISA3WgOK5r13pjQu z4(RnmrVrUROZtMaekWR~dSuXAa(+lt_(G60NewbjXIF3s;;^jW;baGkw91O2>an7< z{aNlFDgHm+c=Y_}Qw(?)S6MyB`H{1a9+)a}#(W~+Op+b=a^;9!YX2zik^oHaQpzEq zODz3(KWkS$CY;_S5R(Y~I%m4T( z83}nFv34{1ec{yrYWY@HX*TW7HH6)?-5)N~@ zck9+Q(!?cSUv6H@D*qgmP1AZ5MpJgOm+mi+T<;`jV?6KVq`26o1%@~?>@y#_E)|Wl zeV63L>w{^P7B5&;O3z7hsP9sslc6vZ4Byk}owN_TBZ7yvM&yD%Tt6SYcM59WS+^X3 ztAM4r=73$a^LyDL*%22~R07=8*{Kf-bwTtr1pOsyz;Y$xS0MS9(xRHF3y{FCgHzG zwtJBqjv%0*AnR!bOp9fvD@|V^cHq~cTakp0@K z>(d`gmY=-ZvN+?F{zb2bG#HM88bHGGz6$=`9kXPL9r-`*iA zn)3IdtB|OWUKnkQb9>BX97>`O-SN=y6@-)+9vqr4Xo!jsld}XDqzouHElKb`h>ldp z{k@r~kY#0fNu>?lz{jya_35N~VzB;mub6@XbZgk4NZY^9IF@lAABv z(UmyAuNc)l@4(A!7o*NhZ3hSlwYHc-oog(#D8wt@fVR#0rEmghu(L16P7w2f=fJPZ z*UTZYj(%y{((3%W4$es&*p1X`{3jQEGCV}8`C&lVp+Sz$DCQn^@A@Wot437UG>pDW zC)BT_Ge?w~A18c`d4Qa$S)l_sz=&WNFVdFgAHh z_H@axbZQLfO<*l8@jaWcmo~TyOrhFG3(xy*gfhuDvBctu4JCEf)L=-i<49BS#1O*< zFzxXjXP}LC^5ypqI$J|)?qM!~arm41d9v$-l`U*TVJ--`MjKpZV(_GL7bDakW%Gn; zi=zD4Sw>)mmv!4hq(kf&6`-)7L6~H80Z&~OzdsT+$&PHHla)1b|KY68r#!~c&qdi7K1Sk;C0tG9Dcu4zWeJ8m)x%4msooCJke z=z~Q1t@{FC(A$^*^dIe{X`N3KaHV5k%{4q&nggmDg?Jq2O&56mr*4HgJJ~HWB)kD* zk0uL?euXLzdgtMZcA^Kp!;h>XBztJNc34W`Wr?Qm0vM9A)S@RB!Kb{1cGz3j_+v3% zq}%m=>k`d@QPZSzccokM zN-@W|h)O@O$=^-p#^Y3md@89M!@KaDne*F;C3qQL!|GcMg9%9Z8M+7XU8er%>T0eL zMElg|XEMcx3M`6h$x>6%&ao~AS=I|C;-jq%JQvWNYPDOLn~V`~9-l=iBy_WZpsaS! z$lL{h&&p1Zm*7Ox$`-gA`8Sd!H7jAT0@ zNqiIQq_Dm;A1$9jF_ZucVC74P$cKxlM&C zAwvara`W)XwEscC5oe~w_#MIraFG^z?7#mOhhaL-qow~q0zsOOrEeQX`toTmeRV;1 zBJP~$1Pp*3p&|={86TbptgvKqF*V!$_eF=RY@VYVlIQ)C@m(~nw(N4}oe&HeQ}2l- zm`}!p8EGePs+9nmKpU4?3Agqk^`ATxDSb3ahzjoI-k-ohDCpRowWAkSx5lOYi&Rh& z0*AdkC%$6WDPFE9#F$X9Cf1ISowB^^`RHQmqNxRV+AZ)Crkxns{Y@ItMc-x`@bich zLUefBMj51YSP#MC(mty50vB~=ulcwYWnArNJ*Ao3!`D>1Ifr+2c zqPDE=1vLXYeHo)M{hwh%1fT1OL(eL)yx{gnJgr(qFJuS+Ao;&!0ZUYtQ_$lh-c zj#4~mCGROjVLGzPR9+xr;7gOFe;Md!0I-TC+gr>fCCK#oKiZQhM#rHWL!Q2@`4Oh+ z+$HdOF%a)b!LPU&y6?zno_QKKdu#WE&c6+kDcaR@fpf1C(p8irF&K zTLEodk=|(;w_R@Ek1M{w4Si+1d8SmKujb6LhxYJs=Mu>SLpfrYe%pD| zpuNYPgSd-SRF8)+9PcL33R}{ee!gLQGHn{{Iq4q=`^Cd=BS!-#QqxM*N)fo6l~I|J zio^f1r2JTD!6XUQS79U#ouDt58|hQ_*~REE9D+3Lt;?3Ikzv~Bx!GEZ>S5gj2XgR> zbKL`oYyAk~0S#9OUg2z2Os;RUfM!X-O4LP33BUn$^C4dU@+2j&Y}BFAJ#K7Xb>QyR z&fj=@_0B!|Jxo5Su`_23#bkeZ;wFN*+c)u>nI8@Zv zuD-aFlO+(1yYH%9Ec+IY#0DLi_i$o{1zh_qrPAd(tp|+VH1LFU>}5Fb6krs+ueM0Y z^d5AGmh-v}pi?|~=uS{VTldurJyNNRf7Xr7&_jp|y&SpIEMPceC55Niu$G(LH<&Ab zD0*EymrqVFpx&B|kDI3lnedchPln;&3n(0xR29~1Damz3NhimRrKUOHy9K;9=d0{G z%K0%^aVDFe`3DU~aOu3yq<3II_gk)^v{=DN+2nRZVnqWAX9?M4=9M{G`;sCFmGg`q znn>9z%sH^7`XOAIVz^rgh43SS*~qF^-=YX<$zQ2>zv#R{8-X+XwAVwYa;=SAa`-s< zF}*7w7@kw?u7&;u$U$IpsbzVOP}?Ztn)x}z;62!cPZq!Ia%aP8Nim6=2RsCbqcsNyg%RyV{l960D;5jz5aP56~*w|gCs4xg6fJsI6 z{#`(VQWyaSqb0A8HY%`GCw#mVq)z#PLQ%=g2)2;fKMAG?O z)G69_W(-Mg6f@P-e|-*1Ksn3N>~=h-c-Ffm<4CPh^5+j`76hO~=_Tc2fp$ENjwWeV zoi%mhKz+S&00Df5*KFLc81v*wbfj$?7DfT!Zl)KeSi$W}>No|hEA$~0P;duJre$!N>}`{-{zS(0WP*4|Av|1{+RumM6egkUflxLafu7E8UZIH7z$KG;w@_;keDW_3VGAF6Vy)8m%g!9t3BY4$D;igN(Oxl)u3%rC z6Cd32MQwiYqmNH5yi~rvvbYzry9t3c7SQ;@T-bh1Ivsd-0&1a2#(qE}E3NNHp6$R4 zTvZfVUKysSS|ZFMn9Y~2AEWCR{bb>*#=)JDzQ}&9Y5!Y04df9X26E_OTd?=uKPt$? zW~u5iHKY$&`*VU#yfcRmoj?NW4h=1sF8ERJ!61nO15tF0Z^QL=&~VtFYIwu*#ZTO| z_8Qo@N1A2L3%SrBWlsxJe7-AFLf5ABS!VI9Xq>u(Ul$z8S?*AtYN4~MX!U&*F+Y>J z1q@qphkPK!m2*&p1dJUN!fJP^Zrtx|IJ$3%2lt++$>-l5B*1G9Wk5lsLenill@C^F zOfj=EXCn~V++)C%c?O8KUY_;cv^*@(VKPfsHu>9t>WAW#oo{b5>Lozwe_B13^d`#f zmi`gH9fz3^oU3-`$S6=sI(j+8>A*{yk65B#hChu~JEw)!xFUM-8*}4wymBc_aq5ZL z7UJgQNxcE+ev0=wR5Xr|N>i106GYrGLfNRV1{FIr0}(GlMQJI2KONl}HKroHTiwq0 zL%erTJ+GG=8zb&tWuKvya-ge1*>>0m)za4YFC3^!;L2v-{d@j_o+t_w@zjfq9s3NtCX)F$=9SP zW<;89pdrwI-)OM+$GCv=5-+TR%6;*vuk((MB?bZi!@5Y6=KM20d~ciA@y2X^l;cl; zh6f^H+~p3P?wnL|u7XU+_J&!&!tp~cXrhuN#tTQh{+7`O11%Q)qB?jkc5;o|)>-90 z#;LYq%}R)=E-aJYPA&u8^A&^B?c!vIm!hM2Np#+@jw6thpotD$3xvNk&ldzpf}lw- zyB*I6QIyO_uU?(+OF|HWH)NWghEGHsCcKvsT>N0?OO+49^30Jz6zl2Ca9XIl;=JnM?7JBkuGa+|i7-_Vuy~VUuI5M5`A6 zV5UokaUu_lj#c^$&}Oh{&$le=P7;=4wQ$8`mdp!6bOF_hO)?Ldch}B@CO2Ny{$6vM z`h8kshA(fh;m45^_7j7$_Vq+N`tMmD47UWp%qYZVxhN;5Em{VDEq2ykxbjg z56ajL#nxYg21HcteV{~4Gz?IC1L8xHYZfmspy`Cy99os!?+FDFmP7O0+hjnONZulq zX}aWS-L@zzj4Hs5kN7B1;1;C?xByx*3Movm12G~339mZq24Tfc%IxX2HrFNe`>TZH zS8vKpm>}8{S=Ic#7@6UKR|}9N_IlJUoh*|CoPYa5vie#G+kF)j&@o%~Y7ge0I!8wM zqwJKO^o7NMgJktC>C3&xOOxyc>tGN;T`ZOWl$`=Y1)GefN!i_x(Q)XQ?YwH*>p`fU z0A84DP=OB-CfS^)P^^C@(>DT6#%Q-G_*w+WY%HCnrG*%atirO{;uo4U{`-BLjo_H4 zo!0IiLHeluweIAz;fQ)0CfcLnQrIVndQBP)vwk#oo06#qdK(j^Rn{+-{#Jra5rkMb zRhO5tR3F++OoEppMul@y6&N}wlR`H1_&_fFuxB%Kj@jAiK(dKWN1=tk;j@VBDt6>GNuQ35VAzIcRJm;r-=DSACyEg@CkXX*2Qa{*9iW1&EV9MC)3E_9GT zw~YCxNuM=D6J)7Qn4%tcfxtZ}{|(uSFU|34;s)5NzdcKcMw&Xhxh^>q20rftMy$(5 z&hJQ#z6r7+LalRvbFv7QfDhHUyQZ8NjF;god}J~v-D!v7x&BGU__xt)kFBK0BuoML zw7_+Xv*x>~T>XvcQ{j=HQpdp;dK6JM%MwWiwo7oIF}7dXVDMl6(5@xhNb~*5AqE~n zlWo(uZx}fJA()B6;#@G=b$tPcng{b$3O{V%6wxwy&QwTTbglf44W3YQqpVEYdU^bfLDFR z3Qu|+IsIK!*{h?7d<(PHicuCNeTK9>b<|2?aJ~wy*$NQRgAs$n8Sb5Ct$Q3_GV1t0 zOZ+*+dDIX=@r;V7qP}R)%f@5yO|kOV5Pzs&9L^b&Ebn7Y)hm}TFI|llNi6Dj*Kh{P zihWTl&x7j`_ih26&~s(_2zbaptMXb$y=<&KX5ievd@#9FzFNU*Dkv^xgqF|eBfowM z|D2sD`$QaDvZ_i1)Ectf8?Fr{x>lkr?=;t|N8pU)^&n@Q^o#~3emZ@?F!9eE#7 z9Te}tu$+;U;B}0k0{p5if!#{`b%6n}oxXPTKc2D2#Bl}B8MA)P& zT+Vn#FhD40@Yf0%;8kenhSQgL9&p$b`P}_95j*Sioqn@;SV+R5E|#aAuYTB2)eXZL z2WK7rMAHayLEG&Mj1k3xf6beQAN z?t%w|q&D5?Je=mODPXOK4Th&KHeIz`{cSKIttiIa0Dv%Q>3ftY!*tXbSkJJ|$Dh33 z3z&m`cMWd2gbfm5|2(*bBes<~T5!jr$)tK|Y#HD=i}Z_EM6=}*2Yx`4XuwMc1#);B zGBZjHqD%AA*1BA#I?Z;fFvlpUSf$zwCvRKLAv~3jXhX9^QUBe0^Ft(gNMEWT&^RfNZCuBW*^0z?w=7uc5`9u%NOYJ>u zHBF-T0B!2eT5d^wvBMs?^P}s$PQfclYY{zCT0&6~I2%U5g;}R;1YU=jg0(#1k5Qz= zC>{FZ@9h^zw`vIl0(dEsuRFkC2Q9M^(Ki8zLLk=MO<>FVQRSSl{R|&5XQf6VWCNrV zc$;`D20$aGzy1cX8krmbVHDe?g~s6%S(b%I!x%>LK^;5UswFf|hZ7cdKZ7PM&9BE^ zAQD-)QZ%D8? z2PO5ggJfJQf^=99Hu~szMD55jcoI%gVUAj-&>yeP#eWR_(O|Bwarrc7rvg03^W+BC zbtEQ*0UXp%ROpmH{>e*yEpd{HaWlLdhLd@?6|HF#1UwGzQlznZa6s_ZM5qKHytmD8 zA+kc@JH@@(g4i6a!^zB19I#P7N0g9xeCP?|pO=z-QKf+bE;h430jI1f)EqrKt@_?< z0sv@5Acw#*8#IN-!KxwCe`T9Qj-RAq9@ zuj>y{=|SC5BJhjp=?F;FxXY^0M(vD)*pcgI$##bkuJW`mMKz|kkBY3}qtSu|8iY^i z7WFiGLR_buS}AkSaHtiq*a&AQXNN1r@cnLVUuc@VfjVP=Cc_EJD)z*I2mO&w6?A*g)w&=P_qFvjZ4`@M6ttWqM|G_W7ilArz^4uaN~<*IkpcdE8u zTZ~g;n8QPY6~By^Y}o>zl^BPHb=oMh%u*W6D_FWdcR%f9Fn5+cyKL*G7M z=#5)HNn2mD)B0)XZ{I+~tQawarg_{fCR!D*4{`bY`Z6~v2t)uHBzSYf)<+^X2TRWc z00@+dQ1k@1ULU?)ppNXU2rT0_6UBu>XG-&H@0PI_!-;PedAu}qws~TkD=^UT+4erM zaYt!rRS(-+@HeJD{5l8ZHt>Y5>3J4w&6!>H86`864-cw6;fl^#8n^aJi%0AZCsUC{ zD_~J3`BXHLxbaC7NfBWy1j~fV+sJZwNIi_Q!A>e77ox96uy=QC9JSrzsRaM8Qv(Vp2Xs&7h&JX0lv{vg+NX- zZoscv@px$R{Ja|h@!tRv z25V~TWTFY-vkfxi%)JN zc>&~n)7HuBv!j0o1Dad7gfQ6W+6~MeaCgAJd%buvVd}N7RS59~LgP`%7Uh|WWCH(Jt5t~VS`VN=CO zE_;BrX(0Epp6|_|JqeZH^waL4tv|#DtgJ?xPq|Z2)^U*FAH?+!3bJj=N$1Hpbu^sJ zl1#N&3LVX|PQ84g*IO0PEq{?_C&tqf)I^F3`I?ABkck*j_5`k9?95OI)Qn-bLXMVi zck(C~Wt}o+uc7QbVTpj+x{i)cKupQFH{zo049DF?ocUAMY47Q-iH{3TfML!;lZ)-M zO&$D{%(vzZU2-R^#ZrzS0D%yuFD3*j*QJ8|-;H+DihZmW@7un8U4*K!@)GoYPu=^yq+y<~2UFbia9Tq3Yn;aiqIKB%T>iHUA+- zb%51DwQF6r?sXzN@(Wj2Ft&9^yVT{UH=;;2;VC@YSEFQTK;0pi#%L^c*Qsm0qF^>F zMcToq*$NSi!QXrQh0lBNFD~Q1c@=~%R_98Szhk3Btw^P7=i{L$_l>q6?pBaiVAreVAQOQy1d?h= ztOf|MaI$<_dgXPpI?|Jd1aeAFu>R1QZs2;u`hx zP->&aA7xz}urBFNXBeZ!__kqh*%H3pX#N6aoxS(Ld=b>=8}3T&e)}uI3jJ{7lq1d}Ekfe-?=o@=&Zro0$d5VN zgmC%>kjK9-em{zHzS85JC;0;5m>_;2<<~EMhk;#v`mITl&=y^zjT9v*{u&-_hcmuL~^6}L0&|sC$JuaFusJ- z>iZTrb2d*lEhF6lXo3Sy#e)VREAa`{Xh2&Lg24AtF`$4+A=IrVgx>M60JEt8wiTda zZU(+Uc_4}=u>BoN47;A9W0hvd$pAoD!@l;;Z{$x}4VUslIDm8VIPOmTdwwez zV?5=u>1=(#m?j)wyBUlw@bba72J~k27;TGfpEg{+2*WFixj9nWk!@%PHT6#MoGN4~e@J2T@qraZ%U1S2A(W@Zm)z=CoRu(Lr2SS9-~N5aY1TXa*^3Y4^~5d$ zzl~O9UW8}!qMkGf6&bZZjwYNH1nu+H8{s0Y`LJsc_|7|jJk}aK4|^7@KC;En^IA8= zES28BG!9#k#*a3R%F}r>G-@yaohr>ZhGgzdI|IS=SuBm{n!5eQ|r~bB!t|L?!H?9vUCRyX{9R;l)dT*^$^6rEag?M-md1KY_?Jn z(7zN?lEqUI!ytQj$1YpXEBw!9D8s9-9en8%4#|~2%`?evk2yp-pBrMwJfOk9zt*Wk zmf4QTH^KP|L2gDvl&?C8K{^!Opj6E^lnBP|T{baCqpql;33I5mBje9#N>Tg@hhP~B z^9ZTGoa(fx|3CXc$h3Tu{KCgVq^49ou|A#4y`lUTrahR?2&ox|&_It=6qI#fzTISH zAASg1(?BYVdtut?1W%5*GDQXy^bo+M`~4;6q*Y7)Voo0l(hIgc#a(ys>3)9q3+^L= zroM)WgHVtKH1II~Q0Y|qON|G{r%m!o#F#8!XN}QBj7}}P8R$$jvK$VEkG*w`yfBoa z|I-(7ObFnMaf?sk*t#r$ULt>wK9lQD6|i;%9QlZ!HhG(L|5@YV%$A{L#Z1a$j3X084w2|HpZ^>*--kxbR*}a zsN7@nGXwF@FHAQVvDh4VJ%%SgZNix3edLo+aty&gH0fL^hkun`f%r{8oLF(nEeg46 zYt1?+ONxP%hHbI&ROl6p2>!P<;9VKX=8#BAGlaEHCbckXoH}C7dF(I*&=R00P&gLL zKndkFh{+x+&M8u9CmK+;EN|gB3uwo7?uB19=bOv>5_Z1IhHb@wqk^aJ^6hq4+-@K0 z1^Tbe*K495hj8lP>&+?6o_2Af)d1OgYd6CgmrA9#Bop3NzZ=Pw75YIvrU$Vre5B4} z@Zy3eb-^4wsgFe4UsQGi-L8Oo!-o@zFr`86hLjB;@vRV+Ut0tI1(Mzsl)XDWzGBFF zbs(T^#pmqpG-tob_Kgvw6v7jW!IZ1{_mZ1}pFuw3ehlmiWZnMHcB8>#jO%ek+~H%>hq45Tr41$sB?f+vVFzq*kNl!(^WLB6$vS7 zdAW(>80C}rGp}k%m08;YtVnf!8@7O1O6yDh;~)}U%+0DtoYW*(TB@u&3DLW>>wq%= z`D>@43lRD)7XPNeVrI%0dNCyaJI2=*pdSKVrHHJ;v?mc@=}?`6eDfd)`ga?G(r_+- zNMhc}SWl`zsNzT=Pav@gi~7J2d@>s(S?(Fx*f26eXW9_C$GRO8={yde{3h_8C<2x~ zP3MFR*6+NbB8A2%+&D^h5Okj#KKO`Ib~JKKZ45T>kWf+NUI7aGNCgHICk%w^b2jX6 z3Tf0aFIZj3T?EK6bu2=6MO77S@i(y~<&x`Vb*rE~x*da3e238EkhLxXegUr7%iS+m zbrbjNcX!Rzt6fn73d%R3{tcaP+5yfb=Z7>(=N6omz^iDJLF=N7sWUZdbjciF0GK*Y zCNvDlYe#6=P2<2Fo4SqrW!B?33Xb^tL?9{Y)yYo}_*EJoh#x?}-eU<^fHi{wDn^=X zl#w42FaJF0`qOB-oYg4*%Bz-J3ur%S;{3x1f^^x+ch>us>zj>CHxUI4JA@H0Owacf{YF(j-CJx1RE`(lMPN&HXXk!%$DGM zRZz+sizUzc5nyXw_SPeuZ83g^j~l&gfnmeCYdx!U^!h`c3Q?6{Dq$&6>nvr+5w*O> zIDP__p)V>KgaVTjh)_n`xn;ZqxZi?2S~~R6BnATTkd$7#ofSkvmZNgv$X<)d)ZUl)n}gPqooqQgGw&^Ad+XiEJ+!J0XEXw0kBXulHqa zp}6ZEG_OF3_=a02qNnFiXluYWbhy3r@dqbSwhx@4cS3w8E!~S~*aHa1cCp4Z;Ca5l z$0r%Hcy!;-G;qL>r}5FXo?+-!>YJU6j#i?vf zgHf=#*ZeO-weI^A)fTO4dvjd*?4)njYGwN5XD?zV@BDP$>&7O@o3Qn^&B3?Z(nqH> zFK_4QvNJke!B{~l^vZ~pLGw>RAegf2qyY}+1b*{gu`g*5FJ040L6b={(KSNZPy z>;=RVB2z=o5(Q9i=-6SwuXJ=BtpmDGPvMF#2gcEre0UNn1aswT z`2U(+1~_>0GN|4@%4cA*_0!_(#m@@YFDlAzjH|of68G%Tz2cX*n}U)*q=p}uWj9JQ zHgo-Z*M(6HH9jd9R!Jfvo*q1Ww*F~*iH~vfm&)`73T1qJm9qH!m-vjdDFMp1cjfz& zoIbmK{4C!5&0)>hf~?P9GEz&*yxI#tAf{DzrAQp z&vu*gEuW$ahgM#xZQt=e*vhx=c5P#Oqj->X#iM21^^CmRr?787?tCQ+&**Hh>k|4s zE$Vnp?&w(Af2-IlRyzQ_1zgnb|N0GSOz*IwCy;i52F%DLqhMp)dCunlvGn@iuW`@} zH0y+$S>2U%m8YJJ8aZ%p)VTKx)R&43zEu1Bs2GzlZF*jG%?$6DM=DdHB)C7we~w(1 z@PmKZp9vx&c)(TCAm*kM7a2f~N{y zlRhWkz<-X|s}0(Qd~#5|GOzVvE%p=I-Ba%5-4vDV#gV_Ql$n1r3r1cK-_u894TL(} z19epE`@h$in6@}|Vax_Cy`qK_SsWYq!=(WbPb~k%YoIBVy6f(>`l?DB@WeMDW=2xB z6kyeC8BImNN{3bUstd^a4$)k7t9)zX1EW`*HHQ+6OAL2kiiR`&39u6iNo^rSEU$^{>Oh!#RSVzq|V1T21(pnZr`jRei$e3=MZ=%^DNw8?fKzzX;n zAD?>4=GJo;_59Hajmqf1ptTDqmcGDDa=$rXj_P?bez++>ExY(O9kGOiDDjKgD1NEV z_wM|XtQ3$|q?fmu55Bu79&7qMjZOY`{jQo^&?KSIhMG&?;RgV%pumUnhaazqHvQ$!Kg(Vobap`p^|9Fby+NR)`zAGjzS27TBoQJ zT~eQtHoNec>1?hOnqv)+Czs|OS#j$2cupKe(%2=eprIpse9ROE1`OVWU*8x;&?g$) zn3rYwIxw>Z&`uk56hVEL&Prii9~Eigd%r7d1+cfaa(WE~DE>^CkLXDFQ(uuOOp1|K zr@2ZTDICbUvsfOCAvIkrL4(xcS-c>xW34l#pD_ODodo>~kE1L3dUYqd8@Oz3o_X#0 zKA#PTtAGCqW%|&K5C9Y+7G%OAg@Ml>F6)J34aFbZ`&nw#teGS#`%?QX_xG*CRJz;@ zt^1j}sHu*rRePE0X#OQ+GR#~uOsgLx~O&S8q~#~zob?R-OfXN#;;qgD`t zkurSu-i2weU2xzkk*%jZF9t@x3a65?-`$e%ev+#q`felyIj>1E5+6cGmF>u6Y2fNp z+*80keC*mS>+$^Ojoad>6^t9O1yX#J&I0JP;n6L%WnH)oM7HdcPiSQ`kmha_lCLs+ zF>_15Lc)K~kBc;G6Z${yCgL-MJP<|HAID+KD6RJbg1x-&2m%@y<-! z$v}2C2WGtmz082#5Qx0)?jM{Y{H=oKB{%Z&X!!(>c94^u?+O@F$a5DzMXe>MM7 zc!pBd;G`fq{%l}yI6?)%O)CETVu`cS+6aYDs9kiiFFp@Rx7PqC?2=2x&(TxXAP-WVakQ()<0ZUF#^6Cyp})h#jfj ztMIwc{y3PWoN&JwN!an8E9|?IJUUv^!7(^zz=7ieo?>~@mjYdiBD@OEBPF4@fc!No z`<^)|T-vUIlZ%snHu2ssQ>x$Si#xuhDRaXEdsWumCybG_b3}He;^|V8MHDF%`RTu; z8ML#0u1aSx&fYBzwNTC)D(-HlN4%J{b}GDzyfPm>|6~pI8@{wR_W1t9MdN6Va`M&P zl^tBA>f2GjcLAK*-T`o>*pM^{wQ=_QX+?Q`b~VYJ_OoCxc@!lN30`}^mK9e?O5J+4 z{}(+mYen$rI|yXG)dG8rptgBd^lQ>2fiksaDwE$jEW&YH@j_X&W&A%WtGpj@QYIDu zICsBdxRm2c!Hp^Rs@P>VA$~E@oQ-i|gf=a*J525-r7kq;^gWG=Lma^n@awhOls= z%`%ESRoY7513|Ji)z{#YPgS=tS*pWk?5A2cERoevnx3o~EFl(h__QSZF0m;?=7QG( zf?9w`w{|1J;uV?$Jo-K$OTX3^anlF zkr%k{dkOx=CK!ok#dl7$pl+|fW$8paN#R9RkFF1LHy8{-GR!5lMe;DmseTqy_s&)#%Q~AEwp$ANH|T zoB%+E<*qi2k_C5^nP2gvQ`i#x#!x}UFLNYIIqo5PeNl$-nbhFP;5wx870w{i`bavu zk)qD$Cpp(Bq>!-ayr$^~?8dVsvZg2AYMd|xnM?^6O^n-4$2irmW_klZ_L3y8AV4Jg zboLfUnxtZ-1%vk<;k(J<@FYHC=q>T?T3L%a??E=@CEtlM=KrQbL)@~ni9g*<#1qhL z@8`Z7v6bUKA76|3!JUM95a{Q zYBd#ZxP^2!eSCL3BebgJ>9a*7=xpueP5qa`ux}bSW(b}JY)((gGMub2WSN${jw?}% z+7mNeurF8S73TJ-pmB~gO`>`+(1V-B8!O{PIK6X}5_*6+T8Bt#VyLnmtFrvFT6Wsb zCf`bMd(&D$lEbuFo1-AqXnyk|ffPu>paZDKj6KBTwk|%Z0ARO4kPxIw=Dt>pc@l(=*nP=coBGa0r~F`9s*nPW018 zT@>k+#+{@h4+fwWMB{3%RBR`mvf;lugeC7gGkHmoes0}D?>fQ96{3QX+W>5X3oY+w zv}CY_S6}43kzw~=&wC{na~;-tKSIvMC19BbZn;5-L&}ha3u$KP++fWDCkQ)s<8i5S zH;5t62KIVEO3==+PgH6bnfv0eO09n8Ummc(n0&M2%C+Q$8bxMBcvwj5T}^RhI2vq& zo{eZ35=6ayTvTUA=vAWfT3M@^TGIFAC(G{V(rF`Cj|p$2gZMd$H9R>MC}X6&r{I5< z+ID&DMn3FvnCUfYz7>8l&gYZDhI2!HS#-avi$Q+k+iYqfP)hGxNi17M@dAsFMesK;5N2bb&*9VNHRyl>ZLhvs`|Px}a7O>Spw%Z>99y@yET&PhJJ zyX>Vh`GA82%W30NFO$5|Mb~1nqs>yfk6}_~m&uf#H|*C$|_npT*Rug^L(t2u5w1P2e-lC#l^@prbT$a(ST0&+7R z_AwIGM~cGuSiLY=&%vOjikefY!5iP&2cti5?w;e4p|mamY%onjq{l~pzmr_FKqRtf z`?w*3BmAmz#D%%fXt#OTbzV^g(IjnV;!}&`t`oNug%lt5gU^r`Jmj39wCUP~|7KQYnVkC~^ouzhmO}gkTOhy8qpg*3E)~LI# z2zc_7AUNqje-dvldH-;}V8kllaBrWuVkB7c3%k0ro#|_-S!wv4F+LS#T zB7BhP<2|`xMRNxF)qCqUM<(CPyOneCO)vN({B=X*ZkkC(?DEwQ5E)H@5D$d*yzfL$ zl~Gq7Yz>*p{iNH^-9y$r*r{kzxPmNiwzOt9;T>B@?@hFr#?#d)RzaiZJ%R%y=(?-y zE)F~shn#^T@1}EadD_lOJfa|sf8g~NtSLD4=n2d67>RO8T|1gEjx2^9sgx`n%)oMV^Lh(-|q>Z@dWm=RkUbLuypAezT?l&LqS?ijsPmkdxS>-%o?seV@{ z2Z*Mx<_-i@)bsn!M^0CBfS>$sV)Dz8ZXE>L*&O78BqOXTabLfF6=nCy0Vv}y-JxL0 z1#>K104(TR(HeL0f|&wC>QnT01*nWLqCy!K>B3gbJ$2_AcLGxR9Hh{@X0g`=&xyKYmmq41 zL{@VkOX7tj8m0U-N`h{t1j3QE;e|3<@=r4ygtD}e*6E#3TSwk!Bc4S4D%6HS{v+*W zJ{Jsfa=7bq)wNS!{y`9GN7L-FO(vKT0hW34(3fpKDBr!$9SJOm z!TM~KJ}|0GA1{f99Iu-Qjx^oS3%0ncl zl#2bPhpi@7pyD1I49&X^#~w%`8G-7q10hhsd9mPtofo@>d)i%}#FFNWS0_6?d47ce ze8rnj>v&a?fn73?@8fo4`a|uIvHCCE37Mv2bf)P0Z0-2vQv$hjEnYy=sYc}a;W$!8 z;p5QK$#dELbjbcr*POB5DWq0oFMRnSks%6JF#ypR$vE&kTEbFxhFA)4x+U*Z$Bw4h zMq&D$3)?fVg>Vc>f6=;HGd1e@1!;I)jibS7u#3*(`l}$w*|QHD;Rl1@h$3>zYK2SF zNB8vv&(snNN(Q`FYmT)nfKFMZ)}aItq*{re$U?wz7=7IeQJA7`Lq^evX_pzG}oE}>_0j3UT~ z=Tn(_ic<6f+*K!5NEr?3eI0K_M6Jid~ z^cW5UPEG+usmV7gtehw>M#Em=V8I4<@KRvX2o<3$cp;cH#O8vZ)(*>LAWDKyG<`LX zQM?kD-_T%#ufnbeTl{hn*_aDewr%(lz_mJy3Zz?VQ*7jE6buWaMAAwwQ%S2R9vuY}jLJkyOppnO?)|$3(PaeP zO`0uy30jqc#H{8mPRzh2Fq6-6F~@>Dnyfpj_hE+>v5UqB!ZHax0HI3L3hS$IPS#_& z=c=(Ly&V;e9?lx2l8hs76F5{1cHDo%zi>}tc`kT)ZxE++(_#xe_w|4 z1M&1P*9ssr`=cuPqmskYyc3&?s)G_Z>hQE7{vy5M#y7^7b8d>mCe+}2lkMP0YVs@p z1qOErtO&%@X&YS>(>mgMHXF+d$>jj>Ri*XHhn5NZWtL1S1<3P8+$_07j6zQbCz7Mt zfg5EA_$W}O*WUOtQ#ESNo=paL0`>e{Yx-+uJ@Z1Vnf4C0f<=|ZTPyFq_7sSGH; zIhh^E1r}F#z!^}z0ReeGqNi?8{DI(*V4)B?^xBNZpl46YqUj*avS|LgCgx{}2+oQLlhQ=uIHQ=r9dmFALVYqc9 zw2?`lqSy|le#rmVj|cCF0Ilw{@?GA3fOSO#%J`7t%|b?LLC%3?WFw;b7}A2#)I^9S z_eCmd5yTC)s;<^Ja8d~w!h-yAj~Qq!5;~_<<=(#IR$W~sN1CPu$=DhjVu(?>g8)#d z2%_>+iaD8`6u)C*bWzSV;qP=1@CjTl$+7|pDd&Vz*j&;b>I6D>!IG5rN~Rz|gWeGHjJw=GNAx78qxt_@mi2#a_`O=zXN6cr)!NKF!ge?e?Xp>};M9%>hORS~ybN$NZk888%R zatNHXWRR9#+Q2ic>zS8Au$pW#(MNYNp#5l*k|J@Y@b}?AG?yfux^giQk9rk%4`E}F zwA+cY!4H{wN9>{)Q^YO`Ld#UT$M!WbnV>PkC7=Sbs>%6SgZBKWHLI z4`0(47LirIC$oP2(-Y#ilTrbfKvMhyGL`P`9AC^;9T)}|R;aF>Ng!G%c5KgfynydP z9Qial5hDZ%MzDh+~bM|yK7FY zXGrPweBu>?EEY$a@c1;7WFDEI_?o!?qt(X!Xgh9sKj%Zm$u--8UDz%+o@;@9g^lm;;OYA+dLG-Q+*gJ zA1EWA1BrCYl8aN0k6!CftYm7^i_G5K!Po9A)_Q5vowzHA9h-0u z3=A<_a+7h@H{^@^0J45<2p39;r%esdk=p4Vr6X|#1ssXqOGX;!F;wRa;`O!U2~Im{ z&r2L1(*O5@sopJWoPv5U2Fu*(n%Vk$*a2iIdnLMlHcYmo>|VPZ2ml?pkywhne~R^& z_`jK2VNy<(G@x1uxIC2fK@n)kV2inV=D$2HXUzv)ENQ3>r3*?qiPl_4TVHSuvVJj^ z-qv^fPf=YDl>Oi05_yp)O|YC6ECOfjwhq;Hd0l{tx6$!64af(;f3%pM4!d6HmIUFK z2*Ki)v^fZQ2S@`+9^3G|HTG7WRrrRiZr8$79o8l=gg2+!hLp6&~VNmn|cn}VZ z1tn9Vvhd*mJwpILX?-Ch`Lt!EB{`soT}+VVSN^1VxqK7*0r@6!y3$1^;T(ppGD`2% zv=RQRxjLf1ET}EF^fr=Z6QzIsssK^!O@K5arz&!Ov`sRk_1A!LcQdb%{a;xcUp8HP zOsS43RrC?X0`cX|BmcLQ!{fhcWF}O3KaRSP;CvO3L8*yPGR{b#qWy0;e6n};ca@E) z?Hs)~h5rFQ)zG?&C^-4sB7~zVrKeqkj$5q`;evY5X1}*Jr;~r1q+)boeC93O zMRbNg@j+}3NlfcyUTq$Ix`oD3x6TZK~Yf*!0CBk9XA4OC>LMi<@n!W z?Z-QhZ2&I`D1ty5Uz~n!7HxXQ7_f)hQ~-|Qu#Wv-(xQNa`MK6$Ki=Ocz{_)}4UyM} z@062q?^;o3-A_ST=JCUX!PsWqGaO2=5Pzw`AkYJ6h%;aWL6)~qV^Qnl#Hr@0Yn_O1 zRCwM<+xgB&#m{M)IyOhi?d!efc`tc!_3kQMdy;PKU9k{N>qFQ46}*69AuzN8JdY)J z2z`aX8%^K&N@)JAJ_5Exb~h5+%8fDyTlmmDlNGI-Gt^GV9rW-cRx4*(1dR2m69v^8wNPyJfSsw1l1uN1-Sl|C@{O#7fHy_Y z58%mC_p@`a=*L-Jz>RPIZccof`|msqB*rEI;#g$Wl~tNy;9r1eP5rLk3L4713a14D zE&1)KjM>z>L9vSw^m*V+`iZ1Aq7a|v{OD?0A=1zFV#50m!(C|x;Ng&J{IH7SL zEI}uglXfpfS1FZGJ02{O?p0M?+lj!@-ri%_)D(m@GftaF+2f!Wvs|!YNLVxu2@GBldcowh=U`B_)KdYAw5$m3Z@)Gw7yLHF0N|ChoK?hVOK4Dm7 z>hzNpCl(dagXZRyMbj~d7>mPloLaoG_s)J@@q;BJUm%T;V5G(9?nw=}_E%`eF~F6k z;I)xD11t^2r{D@yMv%rD$_v>pM4ES?tFA!1ayl;yZRR3^M8`AQ-S436DfmNv1(CEJc&~r+bud5R$8oZzb z+(Bx2<{8U&IqEcbKuWDMj2Z2}scaFgzyw^5=RrYMUI2$RZ0R!xP(gIItyc=5cv(q` zmxEhIY~{H+0pg3{j{%LF;w(qiJI9q5{fOoZP)_Y^hRy{Hth1Y6Z<>n9VbaMyaBC%( zY3K?;6)uwiofWwsEiCaBh$)P!5ygAFQ3Wnm#wM;nnV-j58{0CXD_d@@6d)IT8QFQL z?e1{W#9kZubZTONyBQIlfD22Qofb_G8$~OwLC#K8(*l~uvPzlOw7~oeTxO2$#C9p0 zFC{8IOpzf03c%u0-dLu8ixMVIp->({M?!uThB(xkwKj02H>e$=T;r2H{DSh!?PF6x zP+)fcr?W7xAmQmJ#H*8S58g!13eXOeVQ;-raWpbVnvsL%FvYDlDc`$;oVlHsx7i-| z<#g2TQ(&TEw+Yn|#G#d6AT22Metfhc(eS;?LR&!+&bvvLLY1GNaN56KZ?J_sl9>Ex z#yjrt*I00xZZjNC*vSkBlUWg8x~_jor;7^QIb;W&uDLdvYzYHu)sk!BiSd!4Bf}Ke ztNY!eZPdv-O}!%O>6X8+NuqPTJ1Xk#52gT>VqOB^0$!fiOd22dlNKXb#rN((y5Bl- z9pwi?PES{g)uhnT0VG!50sBBl@~m9q0P}JvkOo+K^Oxkj=9AhQ&e)|#>@yd}CA{&agbVu`czngp9Oe9rk9Re}nJYJDC z%~b53)mT#v7f_{&;}KvbHAQ;ead4-EMhR*_<~jZEZ7Cqhl+wXA4p#ai4#Fqp*;li!Nv{nX}2URya7# zP8(1LD3#slg0u4^NoZ7&2Mf3VH;c#_Vz47fyA&ZqA+S^2OE;%Gm-a5?Fy)e}%NPTa zYi!Hc=sYl6qMI}qtKXBNfl3l^51;KfwXEm*y0FBaPGqj*TnelFYrNJ2)BA07RfCZv|(Umgr0S@L*Ef>(%#3beoiT^!2v; zgn0Un%eWIOtbvZ9`a&uBvYSwul2ZsAigb=^lc-qM{ZI777lwez)4rQ{kxVp_KikjJ%HjnE zTx1|tML=1-OB+P9k>I+Xua^9ZNILR@%-k#e{8K+S1XemtRN8GW-0jV2H8CVw(6vzZ z{R9%31}p|BgU%ENaa&DL5I7O~pO4p6$T{Ob(V&OkDYaY}DDJvB@@--t>;sF(6aqgP zF9_2T3)=x8F~YX(ORSy1dEcjDY}j?vntoItwS3Ge+m&mUsUKhuv&yBhFiEV!V$Gqz z@1I}2t5W(Txlj8r=qK~VF)MdK$y2+PhZM^;#FGJ_-D3qUP5%z}0v5?tQgvPDp&S|R z4Y8rsJrgNORn(!I<4k~2^wijS5mIJL| zzGSfu!k}qs2nim*E$@=K$T}ZjbwZ~eX--p^sZj?eyh!TFvR{Qy zC)^INw!phU1ysj}-dxB>E<7uP=i&2zODD?mu13Ias*@+LhSm}lPs06cUG8RU7n?o5 zWrEuC@pyu$mOL#quoswSKPMuv^*dY~dl^Fc?>C|Zisr0YA`0_5JKO7BU&C1qxZ94h zQ9<~X8sm)T+Jioq#dk=gEVGhT?Jp!CBUbAy}Df9vS-6VwDgEuj*r4)bYAMB zaWy1b6n*;_jWDIfz;}}C598#x<0vbALVa}-2f@Zk!Rk0)=uVx0)IPzALoK9xZQuhq zMiaKVh}1(aL73n$qbekr#m>6FfNg8wfZIT|qCO}(HMr0PUe>MZ=GJpbZ}GDSe7_9X zaHQi!=IGJ4`~Szdu_c&V$z-15hc`jeOlkfF7ihnM#6f~T7p^?Lko;7^4k=~Nu2;PDZP3B|$AgnpZWufD9ut^EUTK(M`$A$MK2aNv{BYHcxnv6jh@ieg;yS~amhc~p0fpxDh6v?KAfC#>{ zH4B}K+xuqL!w49(X+OP}?$T>Be6I$aV;-=6gR+RIW`ek4!3SCI*|HQaEM6tB6e=0+ z3s#ubQ#!Q*0O=0U+7$vU;OO3MWF_&_21J?=J|K-GW$`lR4;|oY6!g60fcNpMgKa~J z=mP1|$ecDJo2EeT-%(7t>0^H=IwbU$2IAdrOG)Vb)hUjyF(S4hql_F{2G=t=X?r0%NRAVh;#cZN73W$pyUCmS^zK8BPKfj{Z z!))RTmY4(C0nBP*iFUBH&F8Ptw_#%%z*#0K#tJ5=2nXzg;BmsS!k;m>vIv=M>2X4- zWvtlz^=nuZ*QYIBF*hcrkt5D4~ zjCSg=RNvn+F6t*SxWk-Dnj|Ii6ByAz@=DEA*QT)Qh1>ZxUWZ$&yAYxc04;Gx@f)g*HS=TX7=YlwJBHd#X>=2?SG|J8CoHB`Ductr>hJp~<# z_W@H2(tfZ$;*$AslfS_MRB%4Bl1wiLRj=EEk5Rb=4AIe2SO2x z4(j*$C#fMeTjkx-L=(tQBzIv=!Up9DPR5$EPZ68p2x>|(-($^5fY+p@Py|j9s?|pv zhn+@`q6pg5kEAFH$*91dK^j;dLMqk#W2b*a^xk0`3a>vB77__cY`Wi0(7(Z4EZ++j&=$LIblAfAVei`Gy6@r)%oK*oh z0Bw%YIMAshERT*KswU_hiMjZjglzCO%qg)U5yH*pzX={vtqB~TE3p5ePo~GiY|a24S-e4r5}f)v}qo_pRklTx(#F1D@ z2(V(9mXQb|0l1R5j-_n-Yg-GF+@xLM(KJzOTfMG176>8o*vk`!0Z<~=Aqgsl$p~o( zD_)Y*mmScVBt#L!^FZ*A)|Sh-HqwtktTtUS$d@jEK*G;c{;SUMgJ|nTe2fEZUb?@f zAj~o@IO~&I@=J=F_1~!AieFgN(8tryEjQZ)`8lvNKeQhcB0`c4Cnh`^3P|E}LQx;_ zy`Vr3-~#+8Xp91NNYU`|pu<=c(i9_cVgH?NC7K(OWhXi|&o1Q{*2)hw_Y}ZLmXX=R zFB8T-M?^eGcsqwoGPK|Z6;q%|3jid4E(2%vtQ%P(jy3@6d$vN4iqwig^*cgD(p;8J!t@eA$PN{Ye9NMWvV{p-kXf{=k(2P0#8r8?mP z;L(qxtq@qxFbzt27lbeNBNAA|*a1V4OS@kb3ZV5*r)=EUcVrV%7eMrHr`mB?)f{r?|nS zf>fyI3OMBru9oXMKJu?F19+pye+wAh7gCw0kdPP3|GEFWa)X4CB0L|l)F#$zzZu}9 zzyZOLB{Em2*+a1FdrQ~U8xUjGz7;wtmUhZ3=3NUQUuHjFEG(-($o657du{J^m{a#$u=d9C{CrlNBWN@!Wm z+@Y%?u8bL*GaQk;!fjUfX+j2^1QHH3Um+YlYRqJe%_KtEBRvUo} zul!HU4c>$8Rx7ls;Bi5$V0V`AFT^zgxp8gw#HO`g19U0|-~n74%|>%fw>tz3u79e| zIEgH7M}Xu!|1Fp$MONXhJGf5%+~nvUkj*hgytrdMUfra=O`Mgc@=hp@F&4)JyGeio z4hmvx`&Vm9*b`DG7M7hUfwXv8icbS|hms!E-DrXcobp#rPd7%7{oxjphSoKq_y!_z z0hrUJIVOM|Xjnbyg94wwCVoL#xWVtxdc5$bpwO(>@#ID+qTTTZTNG=Z@Ot>0j+ z1a~J?h)#B}VzqAdbGILH=JKP+-ldLsWQ)Ml8r%{AM~Zh>&lx<0fnG+}ddb^GW#k;H^spb9BB0+;_zFj791+zlG78oW%)0_&+kU`d<513 zlwBEr2`*omu+Y_BBwJO#@aD>He=734`-6#35)Q`Yhktz5B0KirF83LwuOG#RC-#M> zq)nHr6uNNBTjLx%owJ|go88t|O|2={uyRg2+U;1ZL`%PRPcrk|URqERjfq!%Zg)qd zw4Xmmpvc-Dw6lWrL+%|D<&Z4pg7W2{M~wSlqE%eInJ&uow`tBJKMw*EL)VbBQLN7u z(3TE~hq(A9rPRG?G18~_sClm;{l$Qdz#d`!=l?P5 zY5*x*iv>-m$3Zn%D{KkI)TG6{-EJZ8W8hfOgUX!0750wAp$#OBfPXsV9m*O9MG=}e zAa%q49Cd%&r-fMtLO)2*#?gnGD(j5UU2~;!Sv!aMJW%NJd-mJytuKxNE7S@yluZH^ zG39>WY^LEKt1NUyw!K|PP_znbn6fAq5Z9b1OvU(V<3_1)O576_*pk(7h28xg+ptLh zw3k3bb$EYh1ro0|qsOYbGK&8q^~9Mv+6OS6V<{p`Eb;1Ew_7X3W}6j!mymMCCi9rN z9snK7eN$5rGuqjunoVvkw?!wtp30Ffz0A8fm%tX}$19Kt~%ff*(BFtgHXG-iK8Z*ZI$NFu7OykU5=fM^x z7>8gr1l{+s`%5q8Gw#ocg3H1I%ve*V&!s_)zH(j64&Kw7#ITTfn&y*v!OkQ&{|TZ! zkB3;~^)<2)E!5YWJ5T88kN3Z#!a0rt&gdA(7Ce+Vp07bbqeLyp{LR3=}@wK(*r&S}8TDMl>i`qf`7D zyRi;b4eK3Wy!c^}v=;gYO&%gp0%viz=KS9*4WU2myYG|tez_IE{rVhBh_-`a|FOMj z@43(G@!KmX&~7hswFDz2ArT5sXTOf>1{k!&_=;@hzyw-9w;~uR_ic)&NfME^RgDxd zSZOcnTi!d!)#hYn$HVp?lB-|f^g^y~I}mVap4&WE>>zy3CRXO{)J+7bfN?1$bcmHB ziWq3Ak4@*m%emdhC^|oA6eXe&HRmz^07=lB4HWjgI0~r^dYp1ri-j2jA8h(mX%r~Z zGD{{g@$^AAj=(PLN^GM()I|##8Ip>Xf!MzxwYv@J+VK8Eb7{!-ZaIex5RYA~HZRbz z`LJY4o`AMVMjny_r({hqhDl_1K{1FsQ*|d0AX61EmbX@TFC;CH+bmcmEC#_Gf*A{- ztux-V5VirPR%XfAN2K0>WJg!;O4xA!Vf}+_3>zbHppF&LgavBk@6!FBhRybxyMz%m z@IV&%VWV>lJRi_C?2fP4bieF&~ zYPs1iSSXE&OhFQSTDmd33xFk{zDHadp)y%;yy$^on%t~g&^zExz`x5lUz2S;S{YFx zTGKf<1^f|ia;)D%X{e?6F8So1W*AeA%$Ahx&05?^fKdiV9WJNHKv>x4C=ed`WU41P z3;~@OK0|?xy~WYlmHx$XgfP#eECa_m23lt{hfhnKr$FMf!8{Z+@=Um)a}}P{SB~Hj zFsTQ%Ab3$TOmRpt3VFcNOjZh++7Iz!iBtwl?p9u-Xa|v zdI^3iWDH(xFUX3J_%+i0$$zmorVliwoXipVHW&qsx(L01bFadVjZFa3RW7!15-Hn2 z5HbGyU2soUetD?qV1o`s%QJ%{$fA$=0`&iqt%4TWdQkmevT7k+ zywF7l|KsXGbCp5SlIx>xNV(Ke5`v%r?gGpRPD2pDh*S zY)7Ni-4sG>ZearHZ-MiS?U$y?+AD-MzL0p~s-W|WX-!EM zeS}B!h)E6EuIuSs65xaL2|Hl9^y9zYGMr9|qU9`}L z2JM@}t|+MA2&NOqAr44I@2WSjtkV1++jaGTZ#GNp)XYnYNz{LUSgY91FfI@RodObZ z0Tjmz_vI&*`=M|SjCCXeaq%v!U%m7@3X(B_7G`!(V4?>*e(;dhMPM>6cvcRTTVSLa zW^hOceXUWYN#=EZn|!TXI52_+dlEPXMGe1EJORkjXQt+``R zGpxAu-5B8h8Y$IGfM7#xyNPiIKvz!&qQSzrnKHw3BmoaF2xHz@5)4J?c)th@O!LS_ z?8xh@VCGvrq%UG%@lBbvd*;zaAo1BmOX>Ji6LE8Zl&#-Kx)>1lL$M^le&G)SVR$tQ zCXN!q>p6|*Wp5yN46Qa8{5FnOiLh}>Dl)7Gg1870R?KFWdT4^tQD8juKIrfAfJ%V= zh1u3ISxI$ontR*PE*do3`Qxr#7usn98mB;Cmk0~BL;g#izU?hJwHEy|XnjEO5Kf18 zN8=UbOT}O0lS@#*8Vh?{6uXG@Nv%LeKo_yAAuUIQtGX)@<3}QqB=HL|$b3JY&j`Uy z=x*H_Wfu=($GJhc4V~-3D}V>XjYUqQ?ZEW_%s~5)*=lU_lSCKM&)>jNdHzJ_3-CxT z-=xbQ)X!-YeoH5td$3g9ha8wkj57zWSK)YYFHfZrQXR~(V;C?eESla^5ADEHJa&l% zAa>84n-%20u||<9XWYME!n*1>Ugp7s9sF(%u~#56z}zG$;w8wCoyJiJIXtF7f(p<3 z^3Ejb=AmE{JSkY%cR+K87x*!3c$AwED)+zdEi3?Wb)N z&n#coP(9)!7@-i(*H^dp>}P314aFTYZF`%CDh?=V{qsTUQ-FU2Yn28O&B zCB*13VHs?UMCIH4FzW;DJfL`EYYa6Zv##ibQrP}hwDcGSC@pjFD2M@&O$4J+F}fT= zz58EAp{H0I@NX@j6_Q(fD%K(2w5HpwXbRr+6rzR(lE68O5GE563F6^IIIOt<2i?&m zJ}8+PTI4^dkKnxT5Q82YCNk}$fGvqkKN7T2hwOXA$u)ygq3Pc*>T_R!H^!NFM@rKj zFG6Ebx35I!KoS*f{zp{6us`e3h;%s|4RWY3`~?_8ar?w4RJ7SW`2qcnvgs0lQX^+D z)X7a)ocay*H64*SncREP3TsZXcoI+>K-ObTPQZ{j_(K%dosf-D>TPEnK*{YC@PqO+WZCh>73|F#3Y!Xa3UttA71Q-J zcpV}!6o(dGLR01gQjrhetE-GY#EO}T56YE6WU97aY`TE-cafH<``!;i_*3xPO3T#} zBdHo}`xZicP$oM8ljdatjxW7B&6zLLZcO-+Lk7{MVL3b_V-!h!15pm6%c zbV~)FbsA!D9o6^<0hqMwcuNH~6F9sj#s$pk#=6-ATmgAjK=1S<_9gy`{$Qa5z*%vr zq3JO@OQrO&*u-Y60F=bZcAW(|$+nR z$t7?3bkRjeV5v!1Epnq==A&a+*-+snG4VwFKP|e01pgD(w1{Z(qN@Js1YVJOP&mFA zA%_CuCew`A1gq{ADZ8^L5lIGNKN2yr9-0LXs*7fGCKq*;f$M-$ zf{3X&r4QvrW5h!UVnW0b;1MOMyCYF%Pg{#c9Lf^oT(khC{ zuXANBw_hYuM%qrwQVKht&gS8LndPSoOJOI%8E}<9jF&{CS`wQ>WDinHol?-$3P4m? zfG}Hj@oT#6lHMtRMPT!>8vp!@l{unpbNhWTV^0#a{p|%-w*{jq4RDHn%R*l^Nc^Uw zL4R)U6G)ru&v>J`RUrYi90E+=1GsII*f!3c@V(u{wu$KSAH&+HXQx%BoI}C4z~rPF zlb8l9KqC#+7{rY21oed!V`^yn!A$%R3BT}&m~q5j1Fw1#uMRv9g|AgK*i2;Ryei>WNo4-L57E_;plVQ@5k)nM z1kp;Z{EBykxj2Ae07i!I1F$52E6DGIXNQ#>U%rO`$e|b;h%*hjirw%S!0R}3ymMjU z!(L2Uxkmn`iA1NQgb~DZm$J(~v?E*(9LA%yGVR2BLE!%t*|{c|=S5@++;F-JWRIjx zQ?U%lXN@rIbd$6zcmpVpWVQg46y#|_6*160K=fwrqEInFb6C#I)pU&LwMmu)2?vllNK;+O$FtTAjsteodN3U z_d$@&s-?O}2sN8#!js~DPU`48k>v6SbTS7urqu2MijvM~$OJ~@65`44gPFi06>Gvo z5@KXdMrtFc8qAb+gd<*VPh4`>yh@Ea5)xx3y)%vs_xi=vJWjBSU`=8>s~q>bFcyd= z9Yh`pJgEQ)=Y^Khki`EjQ3$dJ2kZn$!l^M`kTwfML+G{udvkk4Nk~cEzZA&~rai&7 zu&m(#xE`c1Bkn4pAW7qja+#!{m3#}D$SVtyk^XWV>(nA2X;#waqey;)FF?=y^`;2`?k^s|4zJWR`8< zmZB_%)E%9;v&PZ*FS_#u#(CX@FgNsC{E9mdW_m~i#nkAz=cu-$n5;2@2De6+W^%OXob~H^sR+~A?dm3#% z$Ca_{l9Pp|8c1o0zd17!jUg~F2#pJjTM)0CXW@G!tqRD^(j#qe2ho}`?L6H9$dVL8 zIjF*twQ^}t0Ee!=!s2OfPJH7MET*&HY{j9>!8wpIh3pG1kSsFVF2U$4Vm!InN`D@} zbV&m6HXm%M(EM;-WY`ZA9%HCS5wvpuEK)-W7?A^iEdwNgjeo?e{=M54_ym#5y^A>d zhm{q1!haMq>>!Y|g(U;yOjzvydEAA-%MdIYu>eWi#=Sa@z;^?#3C@*FJUYh%LcVru zr8~92D*sl}3{G}kE~hz%oTlZ#4VM$WzRUQe8bN*m(}jl6M_in^2~hwWC&AB?(#hg4 z2gbu51j0NAI0coi4u`hwPZ5#pRAK2ZL*5ibw1j#jk~PB2HqL{Mkbl`XOsMlBkr7ZM z3u>a~pi(=t-%Bna+s1|Gt$b`=0cZvn4wx#OI>})8)5sI@tV{KPv1OH5mfRpu{$^v1 zyiv#lxKs>5z3kHN9h!jcKE{T^KazW)ZXN8t^!8yPRYKVSNfMPvxe3~6g3_*uL0?$O!k4Ra8;0ehSTQfnn;53(-LxFx~u z`6XumLVb}u$6wF`sW%|N!NLTThyWVkypVZjx!DXW4j{e{HMbeElmR4=$8~su!J*WY?sO-ebKv5s%;^ zP2oOwX`J4kbyO&W1W-E+s&arS^-S-53^KIeKzb2uy*i(}t`rJ|la%WSRW>B30I&y0 zK0!k_*2%IA1)k1!t_S|6IRA|b1Y{9ZfZ2#N{YSXg=W!+sgnnKL#XPfQtO20fKj5Xy zYqcO;9ozX~@Z2vfMAvxkW3lx459nqgh~y;_^g$_0bMW@Y-#;OaCAPPzvpupvhe`-7 z6!zc9dB&GU*1xMA9UtDmEArY?@kxT35O6F^D?>61Iu^IRU8=OsK$1U*eFZo{4M(WE zE#5P}05~}8BUmEwrf&#_i^L`nNjGBT2g>+r9XN2A8W0szPcQ5IFP@AvY@nk+VYwU# zT4AgT3Q)wfXHXi!>atFJtNGr}pyb}KoW6}Gn!^g+cb#HflKvf3?-d;#`*S|CM>FSob!1!L!prj(nP znJ>2(ukOAOm$oCd{~+J5m8$Xn*=%2DJrNda3ZE*&?IyHcHouXzmlvcxW)awFt)6dwB0=KyH$O=wF7<4jcC)x{<3W^AKm7-RX-x5 ztgKS!rF1Lqtz+x+T$XqDRgX?oj~8qUSoO?WcDbEq#Li3u>5h8y?21c0CtDA z%R)qV8y0m5h7tme|4t8x)ISk^VO-W_Y)Rl_;t2@|Oh>T>)9lA+*cq&z zQHTU={F@}fH&bl|X?#e5B2_E@oLZS|I-i763Y~W%JH|dHzGhd+tyQ89cZlS-n>%=$ z=a>5r_TY^Z5-0a;h>ktrp)1dA_;dYN1@p4qi2A8uBc|L5t^45z1b&r9S!i|b)An7r zcgq%LqotUa^ZGp4*UuhUFnIgV+u5~q@5u3HAq_9*@h^v3ewsQbcE_z(^5`*YOVF(O zc_}li^M&Nh=(O3zw6tb8KlMkeMpA$kwr*MXk5Nw0 z!pBfS8H%7hn=ut3RbV&#Ki(mtpZNC<{lf?nE#tqJl*EDL&)0%t+l^7t4q;XV0H6q} zD3MS$O~5`lkV8P>1h;fQkvE45KoJY~sf)aBvDYjhi~O^i^ES)yuj7!7vom8FInpZ? z=w#D-@TXfOzpZi6<92KJDCXg-PjTmdx~f`^<}Y{Z z+!y-w2g|4(o(>Ht*5s^zIR4wOCLm_mUg(X?^2kEh;PemkiDti-tV1%tdF?&LB38A% z)|aMMZ8f@Yv5(WGRjWS@ZU5x;2k)d>YaG!$Sey1nz(ga|r^Ndv(@3}w)eU{E0al}@ zLv$KL&w@qMMsk2Au{2q{xC0lsMUVV(S$>rLrE}*wENI7(6KgK*vVMT7SpYWi;YbPx z(!Iad77~2P|3-&M0!kt?xc(#bKi5h8e~}zYY>7(%_=G6aof7fm`G8ahboWq8Q}1Bc zWR7W&%e>C~)c>su;+V4izjQ$bj3xyW7D_L15?>YtToyc8rq9(3*o%L@x@X$Mw{+OH zDEav3MH*M|H|QO$Sd1NI+J z!4>vSTTm|!XC#jsavrCT@Zhl!+_AzewIai}BevqcHWS~Du&s^NbdC3tos7VLk!Ri! z@R91QlwcleC!> z+rO4nRkiEuD-Wo;%w;npS?R#ijva@sOF%XJ-~ZWy;*Ox6gK*siEI? zPGx_k;a8tgKdw`5gH>uZBYT1bxN!C&q}RZ^Q{tq|-FPHJd?yoggvzwp`Zc;; zU-J)jU7VSaq0nsA&3bxG>FOn`S);?JD${;wIK_g5ud|`7Oip|aSevbP&CW3I^W;7? zIrWH6=tbJW)ET$3_qi|LLMM#Ms)j*DYSLaP{W*8#32)Pg_QoA44waJZ2;cyd_JZ(1 zcmPu88ILP%L7nf5lR%Y@bVl*VaBTzq$+G3)8)0$b+J-_eURWH!gA~BeF&4na;Cx

xw^l1UtK zr`MV=89oxxQ5EZ$GLK4ym65$f9LlHxv(NaW0tV_;zSW6B?J0n8$I~K7BTMLYI1t6M zFV!hJgD+pDk8lh;%zo1nJm@#`IS^V``0;?Qi7RF83j`pdeH7nGyZ|t#pNEz_IqT;E zwf{pS1)OeN+W$!M5q9SUWHX6MO(veOVcc;*7fVLMFAk(<(M!ddc38FytL$p%!OA(| z2;6~gNTci|Jo2=Q-+{?B&H86I1oXg{x#=|FTHnWacL7#(t80MN>u`@K7cPM=<$#9a z2q0_PPLC>colS-RZ7m@0QpiK$dzUw3!=Lpw$2Jq44Mep!`j|A} zt(ycwKmOE02dJ=>vw<#c&+v-S8-#~?#BQ8MWLnxI=?I?5ep3eNg@&#gsu<2enwRr! z17Zbq3MVq9Yh_arM}{dRg_`mTV_GAhvu3=6`bqp|u|MjRp&-2To;bmzQ88tyJGmIW zX|E#`Ojd%aY|W8ex3ymbv6`q<(?Lj?*jM5YX@h}|oB>hn(wOZUg*ugY2+2SZo+!Dg zz`;V%15Qr27Uiy09LNRt5Q~#F?OnEmCMSqqFs!_Ss2&cJ%H7Ntz=z*AlcSlt36O}> zSUl8pVYfwDh?x;0=ht3&Dh(y~pb9`t z6z?oE8xNPdNfjg0mG+L#8p7m7n2|6eiAHx2Qd@w|%V|2P*6K=W?C8^oK*n@;M0aa0 zmo0wB6vc8JVn44y78=m3KDAU_HI)b13I8hws|~O+1cVb>P+cJ`HY3sCZPhzTqGpPc z03(pCOmOHbTE$O0<58h50(k@Raf-9$e@oW|BxBB>DhNl^b!t%3)?@}DeXy2-7(h&v zY))Z*az;fO{mHqNU}tdqRm?Ubs;e9D)y7tj4RRZ}_^|F=@!&Y7ruM0hHX|Co9q}`E z$Pt2><}9(TUVs1^v>q2bqRiJM5AK~Ndg zXmC-%0c6tl-x+jf078_v!IgKf+jLz>6Mq(D-;kj#=f#Zsx$7aSsUhLCMq#5z>iGkrwy=67`CRzCK75_oE+Qds!irGApv1Dbe)`c znhe^xGJ&Y=A28W}%|yV}%A?G$h&arnj7$054tCt$x*piwpBQuV?jWAA#-$a}%4M!g z@PCYyhtbgks=dRv7;-+^Ohgdl85!JzVfDa0S!hwkc+Euxo#GZMR~ zA;Obv$seCec`2EF{b2S2HvxR>dfm)DSUQ*Nfos5Tw|9xMv9*#x5KV383T}Dg?*1bH z_ma#Efc*Xrb`kyw?05e(u+uFcFEK(H(85Z) z$K~BuDZfj5hr1yA?V@DHB-1C3Q8MQCy|>58BiAbxZ+@cY&Q9d!Dupk$wi`}KF$cbl+Z=#iU{$ye#$kq7Z3cC3bA zEAN^mgg+kL`A}H+Mj(+4yL{$^KG}!H*vT_xOu;3iI}DgUg0+Rc3h3<7;M#!`deEgq z6!*Y@(&2)EHJ(^&Cfp3uH5nDeVe`Gb>Gdn$FcV=tOi%%$*il4a0+{laKsyqBCT6-} z>O&?@m=p`DdUOA7x&hkCsTQ#XlHY-4MrcKy0G}fHNIsXzFi)pvObj6kypO+W zd+h;typ;U{o~IDH|qVoBwkop{V`>sQJ+nzbVzR`}8UsaN1z)Sqp}d*NCC! zY^n~~;d(ZYRc9N5*oYFO*7drrBy+=mw2?yX2`WE1%`rA6(Qcg6&iMWc$6vI4?7z0TKLpVez06HV__ zep~;o&;6cL;l;XVo#%fKeLufDkbP<>y*1R|zv`lI)5X!~zHzw=tZ`eTy3YQZieJ6M zulwmUXNzBp#~tcx8ikZEPTJ>vx6h8QU2WeuES1@tUH9I@Hh6$GDC)Ss@M_+{`fnC# zQ|=R0S0C_5@GNBYEHJv1czab$y~|JQ80%4_uvWkow3h=#1BxzWh(Jkm*N`Z-j2H7jIi3CyM+Z(n>r@ zJS)iOWA;Z^lnCo_`)(Mqb!elXS=_ke`pW;G_o*s$#PGM}#BbHdm%4qTviN>ab$gYy zo-^+>;Qd{=yD`l%{ZN(RRFK_xLvPnmv3~lba@@G>4v8nn+9$+w4>!I~c)GPR%{AbA z{_3fe=8dfEXqUuvjNTPwDf8jDp!hly;A`Y&AOI$I>c0(e8DD0=2gYk;$r7^-VJZlu zbD&JGkvT19h_oun$ z7(Q$KY3O7j^Z4Qg*~c`~!i$sNe|3EQI{5kj(bnuu5D|j(cqi(KY1NIk;5Xf-9Ww`N zKgp~*28N~ngZ4~UYDd1-IvpLroSq>4GL!L>>k}o6-wR%oZo`fDo?oz83j_f`Vr3(pXYa;$#sYu5Y7%{VO*=kfn=KXg8qNsI9IJX%-hrx$+~?lP8} zUhGQG5K%r^42G%qVI@A)j8LEzRC%PxHb9iPaVO5Q==>0T0dpWq=s~H1Dtx+?AD(Fz z9l2KbVAyQOwfnolR$*C#cIq?6Oaf`UO*+gK8Vu%*lopKCBtkH&Yl}EYdhyRh;><0y zvN?GETwCrxvj{D)}mS>GtBZw2y@uPB_LwUYq2i0Wt!qTd%~AH9S(QQH~xu)rhdA zM{b|Ro%F9*EJY1_E){&^FufBYWh=cWl)31Fv06F%MG+mV>WF2i?48Kq-`k4O1V)LM zp00J6Zu$7Ds{nOYv2z{7d?tEG*WM50X%fujZ*~U(!uYqo&NU<^GGH+Lj~Y+RiD6(~ za+y52gJuy>lY#1e(Q;qjPnTKfp=Z6;gTLHB8|;2N=D7RGvl&h@_)9KMvxfP3*Nj0X zG#MfLm>SezI~U%B^f1(==XPFLOfRW>qG6O;pNPiz103kl;HibYAhx^zeW*@PW4rcg zF_n3YU3&sgh58K94|7c4x(~EBHTeRTcSatp^kZM1${oFHZU)jk9Ab+eD~)8=4u4VkFTb|U@*HWI=L_-Z0#0-=U0*D>^{ zkQ=v~eT~t|M^Cm$pXXXcZa$Oxy5;w;qj}b1m%i_aXE{jOwMvzl)%s6Bs8{MRZJrR6EA9F=}&|$^e?wZj&4W z#(qLv;)%zuR^cq#ECcJy?>hLS}lz)=wG z&d~Vv6`&n^!k4V`m}`YIf>6vMkJ-`laZ*F!6$49BOUNRcCmJMoveHa%8Pj@_9h$Tg zflYUTNP1wSw0f7CkdU-~0U?vNEbHvDrNkc1@H)q)D5a%QNhfZc=k6vO7D zWWObpPiGCC!b7WR8_F00#awK~AOla(6KRIk9OTnCj7t(puUDyGM%*z{|9p55kd?4! z+%4sK;HBB1dVK4?NX}4H1P2ZOMS@P6O}KqyOLIs#$4EetV1 zsCTAXVnr{-D{0lwQ>-38v=PF|4yN8q=L+lw;3{qrC<#S55If`kT)2?EE9B0S_u5?# z5g-!Lj7}o^2wiL+Mrz=e1sUa1SX(x(@TgestrV^yVe`|o$arJgg`$^`Gl3pP_G;AD zn=D9oK8zPpWBp#OeTNzs-wnPuJlVa$4s*X#4rTA5l?|UJ5FumXbR^CC{yNku^Ntlv z;Ea8xD+%So%0$q9Qwz^`YK#yZ5Oa;h@dG5U0ZoC7@a12_oHD}=OLYiPHnD9VL@d^d z!rGJvE0KaiOJ%ij^v3o;xI=t5iF=8--uT)%huGlnBKay@KvP&nV+}sQ7jt`jH`^fnzY>W0rNQFmW)ZOZ@Ho z=Ei9jI7)+xcSa$iPR)rBGT9?mK_`^ZEeN4TH!4267V03-L53*Zi5I<~Td1?;f%D$h zFxB$m)UhezxpjBJdE?iArVYp`xZ#U8lWlEm3qKn z)E!L<{|n<+hQ){yFqm;>%uT8}pMXr623Gsq3hDcx;03K$E%&XgfRAH4ypqrsdBYH+xbMEsKD?-XC^yVL;(^(Q!k>optkRzOTdWx94!uP z)-PBFnyuqBeekFfhu%M`H2(4_(?+yh>}fQx<0z@w^duFzgW^Q!a-E*4znjh=@ zGTFaxm(OVqQ3}}kGV%8J4Hu^*ObTDPU0os8>lbw{?xD}^$M@o*QnfVG>#FW* z^Cwg1DEEv2{OK@BPR@oxsPyCHB=1j>Gt5D4s8#E#32Fm;J4yl9*Cle0VC@ zJ4-zppEKSV7#%5#j_5$*02P}H_FRNB72!8jcOY}0>s4dOvO{j!wP@66M(t^_?2lo! zNh8lf5pVrOj(7MT;6#q^+V3~>J*s@A_H@RBy6#pixOI$%M1VsFRr>_MN;D_ zR%7z`x4|ZvHAW79BnZO@w+iM@k;65=2e3#GjHQeFG4-u6E7Eb(Qx(%CAkj)5fk+KK zJj1+B#9~}m8?!o5kMqk*GFVc4|AN2hV{)asHRdxyNOkamPL*e5-IJF$z8tW^hlevY zPMZB_?kDV|1%0N__ki(FV^HqVe*9K6*f>4`dQs^jjv*g>cN!?~gDpw5NTKt5PRiND zfEg&Vo+O4y9B=YtwOpi341QU}k;>>xu+&i|k{PzUv#Vpd)3mVNSGREupu^{E0hSri zTmGW-J)BK-`x~0B5XtVuX}Jwai3=q+a-4tW5)by7_&=$IXQgJQ)DeQI@_Npb6J#}m zQxta%>eHn5pr_(IY)5?P6a5T$#_dNKknBo|Ri5rsLkzogy@0ix^Zx1YhJe2+up1q? z&v&xj=o2xD719Od<3|`&kx{7YLbd!it*(Rk?6zJFSG;PwxQafO=ab}!J9$n)4xeGw zI+pLm!!;g=yBK_2XGg+r16&?amq02S#O7yaM?-hBhUM4>CF1a*$5PdgR!F> zmL0Ln=HY@6C=zfi<&!mLOI%>k1upn=HRAw8`x{X1g=!F)0_jcF1QTQL5Gm{EO8ENe zgqrEenIGUgSpe)rMy*wG7Sr6hT+5RasU9xqVDi=yQ%YF|%Z7RQ{iR8r+Zg-&89{tx zha2F_@rR743M_b0`1CBu|3JdSXc%%Gv+H88qnY-J-PqCI*LhyydDL?HP=jyZ>zz7UQZfTNJnistYu)9Vo&B8gpZ zKdtH4vm`DO8lvGWwNH}3l2Ggg3NmBfi@e(~ z2>+c5xFQK{mmFd3$43;BSNMOxH6znokcFM7@rrnl>_3aOVwht3S67fPm}Cl;F#B62 zF&Bu+do; zpiFDk@8T|1kImF4zq}!Z%ebQFgmuUU6g9xt1J0CX9LJ_)BuV=WbtvG=H{adI_ZIUk%sz9JUqHt9tR!qZx+;zo*z*9*H-t%U%+l9^7h`ggZlfjTpM{O24fIB*FsE z%c3E3e9?v5nI)|yB5~mr_L7s1zhzb#6@E&#*p@F;SbtWp!C>qC=Ek#UIL^^jF3P#N zJB_u6ao6~~ciSetD=??$N@GM@QA_y3-eqvs7o ze_XG#JC&%PFXA&4WjH4x;9i@T*rI5mgf6|yqb+%cQ;rkM_H%e*i3%R!laQ%sT}ZVF ztzQnpYT5osgkPV;Gz=k8Wwt;}mW+W@NPq?FNyZi_R{!?4MQsY{_WuxbItHUF6SHAr z{0x&xBu@`v_=KESm>0n|Y4#eAi}St==DEZ#*6VgyKNz&X|DDRkU?BgK$0i(IExw)l zOT4Wv<)PudW*cdd-Z<{kpSGD9^K;E2@*nS#lby7$Wb2mi$bA?@RX#ravbU<=_>B5h zU0wbAr9XGx9Vq%eu<9za72G;mjk*C#n4Ei9ihZ!jR4{9MvA^qQM_4IpbDES`w(R?8Q<}Q>* zdI>W#lT9*E+Ur)l#1#tFt$pFEP|qUPb~n$x`Gyw;0~KWpo6Rq_mvsN&eJnS){%2Q_Nx$OIXndTVt(j)n zgQsIJ95ZydqAfm74$=ljv-F!dlRv*T&U8P<)vcMo0Ghx{7oXtM(ln}0oi|W)A^&&x zuZ>p)SYu7!IW_LryIOTxrYOaCdvAYQ-CTCs$W=qfy|WB%iM}~oJ7v0EMGkwj)|Bpg(B^KQd93$-wz6MyN@rqcqHorCZS}`F zt2+O7*n2-)^v!9@eGV6E)b5+@EzVkFaH}njZF^AG44a3JcTaIkRL;@8B=o3RB4})8 z_Z#J?xP~xZt0Tnsy5Iuvy<%}e`u75s%+OJkcG`RLhe-7t=^H}<7IIh3llrYMEfl0V zNM1OiJtIR>K>e-$4vX8tr&k62Sasgktw<38 zEQ?pAs@kFLQQXYait-^X(lX=qq2l>HGwmJ1g%4I`o$~Qy`p6QGyG8cbhPQf|yKm+E zwnSO?i|aFwq5^RP_J~f)tbX|IH#}MiWru2M2@{`oy<2fVX^nFGq)PLYCfCFS_Ny*V zY=-ydnw`<%8E>l(R%c#!ZZR_Zg=lrX>6^=|lR$%mLZkt!cg@j+q{8SG6 z(%Z$!eC&d>vnhP8aD~(T!ipoG0g}*+-aMm7sZl)pN@+$5cX`h6v{-$2HFdb4MatEs zyh2!!>F0$N3rmvu8ZUBtuq@xmPb*xqdDp@-Urx;9IWqoa;%ASA$e$lBy=^9)#kq0y zPZ#&w`&gRhKJA6SIdA^0xMtC=nb_~hQk~?-f7*X9ygfXFwQBb!Im&lWai_?u|F~7S z`+pH$(m{C(M?}mxab%3eD?PFsw+D#`8;;} zV*K?I8-B~y8~(WEhM`-FUCOVXT3uIs{to*MYR~$~NAD?Zud3o;P*-c)JSyLh=A@~~ z({&#UPl-Jo-aFcCv0B*O->dz_C)gZ(br=^cQ~^)TJ;AiRK`yMbz9r7%3@*0+XtLAw zerVg9R$X5hJ#Pkwq~JT;5XR+EKREL!n=3!xPn`qei-q`lez+Z-!8$PSs%69{i0hL# zR+s!`03`i=UoF?-S8Z)~JPYTkw=2!;ghQp3qyVe>+lE0Cj9}x#-9T=g z1n1bPkOd)mUb`U6#$p&D7PDJ5(N*^EJFzAME{C2+cdqmr-~V~%We}VrSMC*8{ThA! zG!hOFj^EM>0r0trh?9)KscD>vV-3B=&h@g)Cg4@u6Lu4iAMoKC6-);vUA=RkOAM>&SF{3S}$Hj9=fb zo9^#}({uAX1hp+kzrB5G7x%(Q%qDz$d23tl*aj&$ZsVU9K@S+Vl4%8I1L*!G>SL=Y z+1y9@aM0>!wy;6X5Al=nbR( zaMkKEr5-Yh8gpe;Pv-@bhldH1otIhU-JZBXT=Bn3zWTP3Okx*Wwh zoYHIy2k_W7jRiIS6Hf_8*^>%z56mekBXd!-K3r(Y~uVMTyvPNQvY&mJDe+lj6si5L2)3JaXuOQ_awi1{x zB`JLUA?j7lx((Ovd~LuA8(P)KqXMri^+{hM}Z-KPmL zp^&9F%@6pW=S*mx;i)eB`e3t6X`jr6ifalI@QzCU$ty=&*;uoS*6>zrQ1`Ju5X*+% zlD1CU-Z1c0NALT&cUI{%lOMCcI@vxF;^pGe{i|>1W&72k#v0aN-?3VKaJ;oDY@^qA zC6NW5>v%_^_+Iav6n|&pd^2Tjh}y5{m+^De*1Z`M<*t9Q{ey1BrU?_yf+DBcx5k&0 zelgizw=GW4*80JL)}6;T?K{K$I#ERD@L?y`55FG>O^xsWxN7um3cqw2f1Q~3>*c>6 zu_c#14&V>|aWii$vU9J3oaC-o#)%&%KHl`T)~o+^DX{KiR=LsXs?+-ey=FPij`8&< zSn#%*7IU-DTN;|URTfQZ2wVw!e6|e+iYk0i|d)@ z@OJvq51PAfm~I=NjA#oxwj35QRL;M4$n4XGWSQW$u$0Xd1>HLXhC=4^@eauAEiQJS?(^wAM5 zwckVSv6t5^e>&0d!)Ot^68HYT4>5t?jFL+qH>}F2`Kv|Zki_jD(F@hhLL&PF?|H45 z4C|l4 z=lEX7My@jMI_FnKm7V}l=mMYH{ z*NWQCF2DXnN7%+At8xPGpIb6VL1Os9w`;HtiM1cQ&z3m(-q+w-6=1op;P$hf-1U2J z7cL1+s!k8%6{zSi7>YB=jb2pwN=xM~$M#1(!mm0#Z-$vW$Y-rflKF1zFS*Y3Gwagp zN6#*53tZj2`zPB1l^6pn&mL8$MEmm#i>@G@0(bGgACgOdT2^=)?N!A!f&1ozgJ0$~2efBe#YU?3&~C1CG|Pxl53>5gbHe5< zw|I~mTvH}1Ak|vr_{8I`AmO>+Wp(DR=hfsD-lFRovQ#-qibL|F$;fOO$EPCBKE4fu z=hD00?Mc!!tG=yn=vcCwt$DkPwdCr$`GKQG0=zR$#t%MnIP_TH0{ns%iHP^fOZJO9<>y+VtM%eSC6J%vR zuN)e$o}2HQB2MAq>!r9(8Z-|mx=;L4om*HPk)M^98LWBn#i{4JZC8ojFS6uylA9bj zpC|gjxu~a<<`6%|nNNnVFqAvR2LYXPWf3VK0D4nJJ9Q7 z#e}7Vr7+Jzt**N=n37fO{<|PxbF|E-rSa0YBi3%|35m?_+;&p_B@f7z}Sy6`rOy&vIlM7M7vsN!_}zhB@~$UE^O(c^nKE~TbmwCMT$qR zTy`Nl&p@zK&og;KZDH<{EYnqg7aU*wJz=ke-i*av9eZCGaq1#-+D?176t_6aNfnep zu7T+7IU*57jYGyOnnbvzo{qFl0o}W9@c0oGn!r}K6C)O`i5Z&x5 zU+#>FN{F&r{>^9Heb$9H57zwt z^o8#vv3YM}gX2wS$x(K7$aogiy+y#Qmdm z>O49|Wq{84-Hx5)Va!uOoRSN(VK=ZK2~ z=4LKpJDXhl$Fg6x`%V1nd%UBO)Rd)$SG!tknvHd1!cUA;$A%bWN%5M|gG zt*h%kuQeg+Wt8Zlhg*Bczfb%eoQK;k%ODQFuZluqP(*Auyyhssr4{#Rd|~*R2;aPr z8?TMiS&m4b7D~|H3dSrvuqdWn{ni1W^KNHl>!VygZ8msT`UNbEs3-i<5sGca>%2z$ z{$vy4zRxZQ-p5`@C%P zD$z8xVVDShGtwrc;!4N9yYsp0ANL${^fg^BCGH>ddgqmqY8#qVr0t!>k79B*+r14m zj{bP3#DsPyGA+txT<)+iw(^Ny{bjUZzlF$cZQKYCHmooYq@Qgj7-*Rp70+|;%;8!1 z`^2y5Y}e-a|AK-ewuGSw73Kc5pE-A5{95cc<li-S;M;fjvV0;AZWeD}_; zujVPTA8x##dWxO3p66P4iE`DBfdu4IzH%At%1}RjRrdPAsjoYGe+X?w3S>RE3^N2f zBGN2(9MPRDk$%fBr&R~8YEoBb@{yuuic$b)>1HoET?_j`Bl(P)1q*ersQqZr0G#0v zpQYUx?YSb!;ClE$>BJ6UXYGKVov&tGwu#;Ss`syF@4arFynoNVtt?3+SNd*#K+fO17+X)<$0nY94}KXa#?m!|M6W6+LI~ z)$B!j7Rqx!whk=%aiR9e{tdhp=5;r&!?Vd|S2*W?d#VX#DrX;c)541;q88efTAXpt z)w$|iTBO`@VSd8@%`Wya?cyNIg`rNI;CTfEPsYCxJT2PENfS$6pU}LbX>eD}uwi6n z#uLN8e|4Xw;uu+BZencpF2Khk6F&_O*Jd^vlp4vsJ-sZ(s%93?!t$h?52s~#EKYIw zp1!=EuX$dv?UD6!S<^qRl5INOAP6rg?tHmaC9wI!FOPa9g~b_?m1Acz^=)@W>@D%? zUoU%jd*d)&q&>9W>phc%yA+>T@}x~Wx5 z*==ccip`d`g)8xz{NdQzzOW=I@$3(gdB1g&AND?5>U-LFenj5qSF3v42Lm&7gt>f_ z0~>o%!c#@KQ0GJTf~k>-c=hbUr*G%8dM01mSfgR~Qq^$6R{6?9!SJEY+dK=noXa2V zEvYvO{o%3~8T8<`;clOqKel&dIT+l(OgXjVA$y{uijda!vpb}wo}IGL{cNeZ^Yc+| z|GLym;x2p#PI25k{_gp;*Rk`|UoF2~uRPc4Lt5C)?){`bkAKv=U zjadNHQ3~Hs6xS6DHJY6J8N;Gjw>Z1T`*F_O)DR2DaZc4kNmDkh+dup=8W#(lTfaB~ zeye^-c12TmYRh8Q+T>YI!3AGz3oSL5o!)5Lq&tq zQ{D5@9#=H_C`eQ|TPhSi4@>qty+Z$DWBBY1ywNYuO0+HC2ddXRc4fcb`gOTk3qwkr z8*5zEUyd529lJZ*#Mw>L;z7Zw_sN}y2RE85UjKVsBfihAZ|;fa61Q;<$@iwQ{~U_oR!uhp4aZ?}ktlk4Vf9a2QBPHZ{w=?N~Im4K8C` zWh#|rRrzUDfM=mEm-|jZ=iq`e+eL~(f`BGpY(LZ`u8`K_t=_wnHhG56`eX7&Z*#bIH7f+ z?6FP=mX_W;Z#X3t=_fuWFob+GTGqy=HnDHh?cW8LJqDjpuQ4HK?c6Y3A#a{6(y*YI9!3p<|1165oY&IulEtJet zJQ-BsCZU34Ja9*L#g5Qmf%Md-nXr8Y^;cJZy0>Wf3Nn?7J0(}&2{v&!I2>A7+V;D} zH~aSCpXtH+3jKxKJP#`i_y_t2T28TAuwU92b?eX$le4qscLF-Kwl} zxsLovkK!(~38ucTdht+D_Z^4!x}i%ImI2qK8xG!iX2Vhvm3Uf1_)%!VyR{a&b6?Bv zG>x?|u1ULC^=AIbLn*DYN%GGmPp`dekgBS3*Z0{;GrRE1nilgG=AGVfSo7WPstg`( zFzKtpR4#mfQ+In7UsATbY5KsPva6>rhpJUS56L~ZpQG7NLAG$Y@9C7Qdi#qbR9y9K z***<9UEj>tZ2tPIZP`Q9g*Tm4buZDfKA*NoG1l8QG}Gp}fnDsw>ro+k!=^l+W;?(7 za&7NaRo4lh)koB~zc&x|w(&iFWFSu<_DTxuUb@40EY=jlF=K3^`-jeSpH39ks!AB|eB3_Z zn3=Q1H2+@F*~v8FnrQc;c+*p(Yi|@rEr`xKcp@+3ht$!pd9(X8y$eAsh10~n9Aj;M zfoX9`p1W7y?6gKgSI@Gr8Bz`t5)P9FQ(?`I^J)~DSRO87m3Lz8_SmrdLBWKo`Ima> zPve_4zxrYUO#l{MNTSqc*NdXftP7wu8tx>^hN#oV}&K7O(oiPRy-zyX;;@GtB}~4u=4vhz3vvcD?pT* z8BaOb&EJHZqRvC=Uq7x7@UhF^yiw_v>kr;j3u{+f zM{Q9IQHu)h@)q!STvk*rTj(TIJowz-YH?g&wMOBM zxLW)?Etaah-~HzUy~?E{wa$faZc5wdxNWeK{p0-PS!vhi%1hk$bKJrk*|>b$iR60! zYp+3>F%M>Lvn#08SL^EM@SD%299ApJ-}2nJI_c~B(T=y8vpFyEMKtt%Rc}4EcJcOe zTfWlQa_C2_qYl`e!2Pu=7P8i|OQnp;Rc`Sps62An;`NJemDZqkt>8K)GwuKF%uSW_ zxQGW5Bg6e*t8yAIN5+dSE@Q3uxY%KAIJV*0Qm5d1CzXy%)TLD@6n#_R^>g|Xt57jv zBO&R|IU*Js-@*@k0a%$u*%hPKR=Fq&^1Rq%>xDt?vZ*sSDmwIE7%9c8!wq=Ketyv@ zgv@Kl2Th)zizzJ|=9&cGj#-c}+vIlUZ>Q9#c=MinVRq36B)lI?E?l{2zn%YF*3xd) zH4i$EwkBUxvQ@o1;afJ_;{T)VJ;1SU-~Vw^RLE0_P*f5^BAcj$$jC@GW$%@}DwPnD zRmQE%WbeHydxh+kWUq`!$p5;o`=)1ozTfY0{6D|rc#b2_{l4$_`?}8gI?wZZpQlHYr>nxG^HA?a%2v-hf;V6t3d~d7bU|DnHNmAHEw^Y5tyc zwo)R^gQQDjtmjq0F3<1sY1wZRYVac-Lu?Nh#<%;&s3@NKX@D!|ubrxky(!l9lc(VfkoR5m4LI2uW^ks)Fg1=1!X9fhwI!!lF$ z6B^<>u*9DZ|12$sz3|W&5NUDTQf8IsXY{T2CMPX-in-*k+1gwaA^qSsw zpWW2ScncYIrp)4sf-Ti2WmV=*^*t6J3h6onMS4g%n6;pzn^pYKlT*EF`IOUntNJL^ zsP4Pne$DE=J>L19??7_={Ly|^AhN*jlSaM5JOR1mOeV7rU-9@a9k626`w)M*H7+#R z&qv{9^Ia>w-8^f4LVUC09pAg$!@YE_4?cG|donz-vqkRs=-DtEkcmO50{CE~L-Y2e zQX~$0&E>L73@7C54QA9lJ63DM)2Ou%TxgycJC!))32(ZjPKjx9~ z++=#+T70ikM<%E!R6+Bwf5)Ad`yoolBKV2BQI_{B{a=z~_$}o>imUc&mgRJwNC~88 zIv3V3YNKw=+sl;a;P6=bOi-PCEt%oTb9U=q1O!b4FIk6bd6~7S8XokAZ!85B>zX#T zF;4GF5%F#%;XZdDUZ5g;Ypk5=BrYZZPt#>F(~v$qa_Sf(W=xWF_|xjZ>-U?HWr7c( z{CpZpp3u{DkS z#R^q+Jo;$kmV;~eHILOi^ohD`O%+T~h%hsv-o!k&atw!9|K8o6srCdz((Xa4O_Ema z4nhN_H@&Fu=dZ=jR{jD<9k!Cw&B-`__O2jYsA3igC|TVZE&=pQmcqhl)#LNe#Qh>d zOEUrznH6`m<^{Pp8WD!|6zV*jXlUS@cj-RhKS~k&Pe%0>V{M})*(x;3fuA?w%HIP#2 zRECt^FVDVvcACms)8i!~@zge9mES4-A_z2lPDIcl?F+IUPcXcD*0S%;{@yo*zjV}v z*up}uukezMGEBD~S7g4nKWn$1=6Ofag3eq0$MlwcB19oVy_0F3MRPnNKkqUg05?vu z{Xp2W@6!kf3fVyO4Asr}LT>lgy~-7lwCq7?t|-f)CYjb35!Ub2%rnSYsYi_)qKJ9Jf=+LE?vIIMeVBZp3h z&nmrFK9f+Su_Y~YNjb8TLTULTPlraHInQ!Ju|=?1CzVTfGn?^oS)0@l8V9N8@*HQy z#YBfMX;LQpc2qsM*!SuP&SG^_Oi61J!my&=w|ebC$QO`KaylTD%6?L~euCjc4PY1` zQr{1I1JfpQXq_vg?$ebKP6_0@R9rX&tzNi=m@Y3NxFApqqB>)v_b-k{>NT7m0RhGF z)L?P3tr)-1x2*Elm%{`HP;a$xaUOlYoo#r{ZH}syGy5nplM$g_rH>(bBF)(Xy=lxm{fAKZ} zYL3Gd29f=`z6J;C@zcr)oHPr$_ji)O=$SB2MCe;kv(CT z2f4NYsZS0!d~6oQJNQQJ5Y!b5m#LhH;+3&De&$;~)x#m{(sP3L3iei?k9M358h?84 zrsWQyVTzy*j)jwgVH!shWWBt?$Ul%nL!0i^ob-!qL-hc*B_w>UxTo zq5%!-X>r<_C)Y9FOfB6K0J2AEwGoQ*oeiAUA==F|`m|(48(PkD?WDW2Z{Tcbd>1(G#M1KW+5xrO7tXcY=+&#@ zt(+Q*PlM@ona71_l8b78 z-Jcc&gZPsaN=Ra>@ICE<+I&u7U39n_Q5Q%m>)g;Fv{mHFdNR7>xou{*^UZJ6%P`NE zMHTqn2j0o7pJSU*)9!QxX&7oUEamQG_RZWTV@#we{JH70Q^<+E=v%hn|Hn zl65oXyKMG3>9H{097Gl@|4H>q7f4d{lk%`f3=lb=t02F7iO7C$GV@lAk%`-8`)%=b z4}o_(+%${HE#*LV%wx;dZ*%toX1AAW`V2qi!d$NCF){!ccNd9S(i z6daJ!KbLXSAmruDnPQ{Uy9Uzl1Ls6YYgS!&oUn64LTHUmG^3Z&GJkaL!L*L5N&pbZ z{cG39mbrX=b~UrD*SZ|YGSk!`qSp~FI3Qlp^Vm{HbIKmU(v(<+s9@5ts`?I1MF0!r>h591J1-^wDzjIRct zNlWe%MNAz~YTE1`D>Kq#4#Owu+!t5UJ4)p=2wiDZZQ7WCikH6nBw(IShH%Z4efOMW zA2pEG6oZgzvuAyxN1wV@u{$W}oYajXZ(>^2uRZ&izhS^&*q zpyzw*b6s1*1$_0s?9}Rn5LuLWeEji(6rh00&tvwkD+d))p?mnzOW9R9kMPJGuKt4Y-Q=7i2m6*jJ2%A5AXYT5_6 z>L-p|*2NkLGGpLoAn10@l;w>gzu8e;t}~;Z*OQ&TH3=E9 z2e+?(aa)TP7#BU(^;+=y1!}(O=b26JcOA=kH{Q}5*Zbsm;P4&Z`g8B|DAqDU{A1O9 z*G^O$9f}O**7oEw)IY5G;)XzmfV+u*o-$LGY!A1+=liEcm7Wi~{S+E5tNWHj74@Z7 zxpvnXnMkt{QN@S8M^|pMuxwk~a3S>?=uxBH7rz-# zMH*>W_a>9(V&fZ{i&9Spn2Jx+)|K<@a(d%28ZaWOpRL>Vx@wT$*Oha=zY(<-9CdZD~&XdQPZ#QSJ*l0V)~4B>hNv z6Mji>AvZGTxteUR6x)DWqoxb}M453<=lb!chx4-;Gy$U#iUC1S*{?c;8gf~UJ&LVP zTRxpg89SHw)p?J{J4>%s-w#Q@jP4hHqrcemsv|6J&d`LB3$BXKZqE{y8x$SoGV{pIZ^sa0>&WZzVKM#1_anBtDV&4-95tnQbjnB27* zY4^_%b#QJu<%8q(p6M2&G$jP-a_e?It%A#10II~sZNO)Nfv76v-#5U?`3NQf{*AuGG{w% zTzN&>@nl{;txd3LBYwp3M%BmV_O}&CMk8D(yf}47RNraI1RatANp2>-#tHGtgFFiM zv3EMvB=LFMM;usG>3q+m8pXZY{W)C1O`ZR2Wnt*okfAT+0sKAYw%s8oTA5nd5*v?= zKH)tmbIhAqjA^LcaQFpLO1v^>%2nbo4df{c!X5JBt4aQufmt;1O(S{FuL;tmnf>aI zencbHN#7cGMCJkW*=%X~rDqNDSy%R}zAn{2MW+fVKtyrJg1Mr9tE=zCm4o%G^NRdq z_9QY`joRs zpQ9R*wn0shp_b6yD6Z(&I8Shj+|?juu6+q_!qe{`3laC{T#~u;=oLZG$2W0daXf;j z8WXg}L*I-(WU_fcD<%8v@Yjd_V-HuZtc_u&x}WiR5jM0B1OV2(9eFyJgwauFKARdv zl+%9SaB2J(YyXYTV>85zg;sG%-R(*Py65EUNH{$kZ(K0vFvvTay00OVU`d-b%6BxP zZyzHe!+7()6l)*mNNP*wNWHt)Uk4uW?u&okIXHQ9WKq;GsFiM`-A2*aJ#nVCu*1tzeRgM3gLSCCZ{m|C=6=u#n_XGVi5|Hv zT_35A4u5iyurG;jKd#Ekv&%kvB|W#3p7KXIjaC=G37=1u{@eR~6MSB&vq6tJw1_}< z=anzZ_PUVuA8qPcL0e%dczm3yfz0i zy7zYb@!-w&UotXZB_reo&lQ8umCVr5S7tV)wK;OV>bX-+J*V8pzE`DzVS5?gJzNTu zW+JF<;F*e%zkKsX#EVaQbrOr2w6$4s7sy1QUTje}-alFQ;~agr{WVWo!;7`fFHBqu z)=tEFMUZ8}2No4{POjuAaB$ z8!go#vZ{NP{sC8)T3SE-;9HOv4>(Mxn|UyU#!fbMfX-yxl@%1=`UCF>fuMcLSKRx? zDZQz=v;sPTkT4>#*gHuoXO$&xi(NSt9104s{EIV8?7nB-OEaAejK5OHnBCDW+Z#ln z7kwbb0h}k0pk)%~Iju=jWq$d5xAJ8!4;r*hL$J-gzJB)x-q=#--t4bvikvBEo~0Ps z-sdi>rr0#4w<^|FQf1SgU%a2yS6Jg{ZDaiE_mcD}+7 zG1WvuFrP)u<;*@3i@c-JACCHc(4|t_>MZ|mNo9~rV#-Iu7wCUA)=EW$TU>EOa)>WB zsO&IQxY)<*ajD{ekfa&%cBS4C>ZbI!YTKV!UA=fZwt7**E3CnMXy8q$+1EoG=JSDp z8y{B+K4}I=oNXc)-piP5rIhY0+c{nMt3GUzfquV4=?!+XoVMfozQT1Zv9^sDS0%6f ztdvr#rDwZ7hB{{ z+LyvTEt7%9pxVq~pBwJJPao3hZ{@?--R|`{YrJ|Seyvq7w`s(OcHJDQnAhddF z)wI+fU1FVmsz)mCbIzelr;}`iYWzNT&PsDZ&lYq)cO}C%GcNjHO5Ru3dy7L9siZ)r^-I_8Y6X?*UJBmku zH#b)S>&GC3%koXAzR+@8+z>;AP5CnVrJ9ExP~#7+8*AC)scw>Y00t*d&Qz|5QR2&z zq&cZhYr{aoOf+?h`^=tc?u9+J)&fp$=3o$^VjraVWhxBRXOBoB)_ewF6B6Og2hUmLKq$e-p% z=`iY9V!kT{V@_$-ZRNGOoB_d%qmoWBlb86r4Gh4k>(&Y*9UEgEPC?tyB|RP6t04DO z`Nr~>o@T^5ChGWW&Pu)-Gr`HPNDK?r@Al+i!nF+Vii>fyJqhf%OqK85r3Oy64SDFc zyasB+`no`$h;ZFM)jZ2c;HZqBWgLIwgddj#mW*!BrmOuGpY=X_1%;<=6_RqR*8sks zYh`NHu`*#$s|F|GdQ*Z$mapEIZ! zHbSd`KYbARjapFNcH@$uDh(I|1qS=414iv1)d)x}5~4swrHMzK9-az4B%<;q%wtr$ z^@C=F`vmzAI+-k)Iq%0*KILjxre=`@a;frhM~ua&&2&K#*TAZ~LGl&NHl_2cm;Hk zCp~Jm)FybK@vg#&0Uw}ie*~WrHEUpcAE;l@_*g~PP$|wM%jM-_`O^sZYGBVFo(eWE z+gC$rR;iOgWNOyibp5-l$PDgCV-(IjDP1u^+LUyAu2{wB6L8sc3BsBmt!Kmpo(c1NGx7 zo4o7#GKyI6S+>V>bFtWSZ+-Va(q()kUlg*z;L(>^qL4vZj;l+>0& zr0R<>)*9mi{r+;d`4G6`7XWcJS(laVBNQb1_6>ynOT54fRfk!NTe|XB-pN#-eW7m3 zhNRKWs%xwNaS^7n44t*dN4ymaKoo{w)Uyqml~ zOlzH{X8UdsG5z6GsEY2w#a$Wloz!Ntn$peVho)~n4fbAIJ)BsbUmvNrto%~^?QUS% zO)hk3WnY(7bDzl6oH|!8ll#EawLNlD?u^6vo~u#o?lY{GIy&Hl7^$CHqIbLUn-M8b ztCUj&;2gxn5r07Fs@vg0Lpkq zw+PUJ8uaEZ1N{-?e)7O}SAY8qU1D!rPIZ3)rd-PL_@=6Wms?;%E;!r?)AZPc0S{m0 z4(O3maY4{n-9t6kUKCFX4#_dTZ!}d_1e*|hce!;)<$?|wZ@tF%k`sep2bG~VQ<6jQ z?c$)acsOos=O5T@hSBZ%5Lyf|dY6<34w5P1z1LZ^Vy4!ZUjHpGlER_OSKl#TqyOPx zcKc8ZCOYaD|K$IAIQngX#-oAOwZS*r#~_A(>A)98_eYB?j?|PpbG+P;-#!*P{;$VE z^RraahC-{HJJNr2q_B!Sv{t!!`{u1vjg+gKKhwX29SuLq3DSny+3k~{bwE$mT+O;C zE6L85cQ%RJ@_!_Q??t!uU4(#)lVwI4Q_O=d5j z+W-0yXjRb9ZEQ|&2TqXWKT<~h;6j@T6;8q~Cp6b4VPmpL&m=lP)v!hW7k6&M*Wx2c zv7aA7pO2?p%RH}&xQa)99;|uE2R~QdI`kOqfk1ioh~dC}GuYrwYwpz{(>-y7n4UY! z8Z!Ca9pb3zh#A987TEPCN%?JvNfr3s+mJi(>x0P*Zr~*+%(6M`1Tm@p6SfB5{-+NP z!I3U-6{xEzJlX}*KL zQ9UMal+VF#aFRo)k;Aq$9seEyTSbh&)*e+T1iP;fE0;A_qJbiwtB~3V=GP^vF;koY zlD8E6XkB?%#_%Umu&|!0z6ToD#k3T_l7%9!?r8-56dYHSSCpmTT#KIGH;{DW-f~qB z042?M;-JjhD#y8lpJKExDWoc~zz+;XbF)Az7mP`~$_pVtHos$t!f}@PZ(b>%2anw2 z)TMAT=Nq7MY8;-@4Hh^9)26$qS4!LnGTj)E%q3FR zs&}wI2oH_c93vjS5ttY@|Lpv&rUC&nn{u_-h{`|U$*ZTh}-p^f)ZqBBLYH%`# z4{nzYYgTaon1k1H|Lrp|yth-LKNy8Gv!>c@+Ac=3GF@@F9?@ zFBw*thxW^TK*|{Qb>dA&++Uh_V*~A3TRt2h5@(5K+k=0gWsS20?|lM8)VwVQiQpND z>&jrR5N3H+-vK;}_ng6}j)@-dfth&2sGo1mV8LEc7T{6uWe1I))<;5o_n!npSLnck zvzD+2$M)KR`-L`*(FK@D%vcwa28RReZkffPAsAQ?Y|vF?IRFgIh|}U#)P8~I02D8F zd_fPa&zQC-nO%|?TH#;JlLH=V$wWSi0e-zFu?;pZ#!x?lD4^v+as3|f@wVG3uBZp* z54bJZZR{UH?*9`u=t)G7fYHq*@ilnkwJMx88{AK5p8mB{`Y7Ri?lG5i22c)iN{=sl zUb9r~V*6+uq+Wsf1@yxDe@&fH(6tJfaoEO9atJmD+Og@#w67@?9kfsH1Oq&1ZEvwk z(}5Og0DyouZfRRo1ECsA|x6dDKT<5YA1#~kM`Er?F zu>04*ryNOK zl=n@IfDgQc*O$5P65a~z`Bamw{koNUjr21(3Hu{?2#@v$sSYgi^5cJe4I#>5qVQtp z-u>W<;OT!^L@*tPwwHq1*dz)i1wivZ;xzE&j?p4C%}p`b z-xJc(8WjJrePU&yxI5hk%|P| zr)fO%G6jT$P6ldjs0~+(xC*y2n!lAu&4T)?DPoYoZIccp6;M04`XGn|9P5LAq83#c zq9aE{gJ5?=GYZhSf^C0`du7L6&@Rcct6gPsMh^rB;3+|wvZBfK+;I8I5=$rXnur1z z3yZ^rk}pqk1C$8HH04gku0e9}`1-uAgAd^G#j-3?|7`#yw{0jh-sY3-axJ!M?ud}0uYhALStb)SnI7h>R1ZqbrOIYhD^Wf@Ml>BZ2l$S_3 z)kbtT$Tdu?I_~)qVjU`YyFMP0>VaHh zh-+OobLRQ$O8=rfa*f4ZhM;o;Xl3k%Svq)c41jsij*Kk63!!_WC7f90CA`hFuULc( zXRPtxr2&vT)JxPm4sISb9A(Vikv+^(reuOJMC8(Xn8HW46=f|?7Y zdiI|EJ@~2ru3)quCnFiuJQ5QG8Yfk(ku^zY9%`h(^h}zV+=1w?#`a^Z2GGH6W0@#a zD2A0TmkVz*u^b^QV?x>wmb(fYOJN4K^&M+<n0g z+rP{?XOhf^`bKEO)ZnEdAKKqO?8#@KB{)><*{X&ueQGV@y zEt&V4-vhym;le{StJ^PzA0zpH;XCH|C(0l{EuN3LNd2GevLu$6i+V8D{B55(VK-(u zr^QX{c4#za{%R&SgoE&Qe~ibIo%daJ7A=IGH%lZU#FzZ7*pLT07QgqB@2N-djswn* zLu%{1^r1nK6*epGkN_;oc2e}qCFsS6GUOyKHwl#zQ=0h`wGRy7PO3J5D#c%r%Zs(v zhL(Rf3w52CBpy4k#(;6AOUNi<5(~)Dtk)h^tSw!7mg)5-hX8y9gq^8tH`b9-GF8a` zNuZEL6v_!5==^lyC-^3#%iC)EWb~6EoU4$tTV5f<8oEDw1%d0{w!$aygR7Bu|5Npuk#Wh&`z-(%ac?a$c*eZc|Ci&YGG1JHpl+!b+V zdxU0g&xyW44q-_;_YR^;gjn&-O$zX(I*isu150FBB=T|IBNFTwB$R-q3q>KV&}a-C zHHKN#TQ~RxI==xcLrr|C8jAX6R@nMvF6>P+kq-%yNRaR{q&(%~zq~v@v%H!;ZkXsH z>-@jIEHg!a>$Zby8SmU`GMPJko12fX`}f=2=~~ifJd~n;P5m6RSFUoRdK;kb<*T0= z{&+xcODHpP44c3&}-ju32Lv1Hg+>@hkaC5tz+7fNQHJ>h3x zUaWWj)Rl(3LVXbGiV1d&<;mB))Mr)F93J=P*^e!-HO$e*eRwTpUWR!E z;nmF=)}}pQVB_JPrC?!C%SBO)4N!z&M#>k7kU?H9INQ99I<~-N|WeS|aqink5@_Vxb}t6|aO4se1|;l^Mnae76!`?p34kK+O3H^*|S z-M>wDler_xkP2wRz^NyD2f;j89+pShzb6; zUv0P1v)St47qJ~pZ})eO;sLHk{ZOqQ_pgb*+JG_$u7_@CGb5Yd6xU|@7HWw^=r)YT zaUyW z5o3Y=-^SYQebTPV5nkxUgt7w$4m=}A3)6BK~4Ee#{aZ_PqQ#(DZzZ7twxJo)=F zx{wBH^2_w;p_ZyG^w#wVXgSuWBXBMR8UR7ZK`Xb$4ZT%B;>KABdutTkLm-d=dZvx2 zCp6l%XJwCTEcnFHz8pm<;L<3v8Q>byHOyl2F9e!v8a~UPtQtg3YB5b^c#-)=pm+58 zb&sgRciGgD8er`rG!>xQHP}yi&pcKEjq{=Lpy5}e{cmK3Zc{ECBwW$+!-h=gY`VH@gsiPG4lAsW~K3a;$e(@g>C7O@U-9n# z{Z}L1wLHVqT_^6pl~UTwe=u}kgT=n^42DW1->~{V;s%c7<#BPpuHz$&s#F+F1KzQ<#c>JFsAPo zeJ6Bmbn&(ENSZlC;Bjf$1c~-Ku|Tn*tM(ew300~TBb#^ISrwF$N@UD8e3W?QR+m%` z(DhU~u9~>taSet%MADJ9u5}ycyG&%;7rRX9j{Jt z>LHlNT8Jck)v7Ei_#*7Pn~!RESc6xBUvZx5Rr~Y&FKJ~MDa9z<4)<7dyreKxeY)B% zlYLD-evv14fkk0JXrM)x-&K!tWFYzbfDoPV4`=h7+|utZISy;DzpVta(|NdSkSD%R zj22;$7|lxq`UER{LP$VF>CUBrMykn5VtTg*IV(+M+I9+o2b*SermG) zwRUTvlvKM_AKHfXo);mfm+6boY(O@E-MVp}+~J5uq%*bIg9Ek@SdO?zl9#SDg8 zevaq(@7Yv*d3RCc*TU7Q+n4Sm!QPwPw!hH^&0OeDJsz1M&0zUb9H||3U^7T*hv4oF}p`qyHp6_%)_xDI|sTZ1m}Pd;?eu zS@!WqqvBEub&5Jzf^Vp}0WWJtTF#Q(1PP3LN1Q69u&$~_t@tMrC)1%e9L@hESX+L`Z}E4{ zG4AL3e4QYgnN1i*{k^Yvo-`*A28@q^v^8r)_nQm%;r$Iq#dFRpK}|O_7scJb9uP&x z0*xcfF1%vP6w3G*LYxp5(i^X2PJp%8=G$|d?|TV@oto^t*MBv*+1Zx513#clIG7rX zB3lc*Dm5CryyI2P>`djZQ%94OFp{hc)fmB_L;#V1(e(>~1PW#Q9L04a#G~-6*?;$r-+l z9ZNpCZ4B*cm1k$JOM2*$epV|w4(Ub(&pLsr2^pxe2)wV3D` zSK>5&`t}goC`NZ8ijtf=q)N3Q{YG{W zKte^K*sA=cSv^U~dRO@*DF2Dc%;rY-1RulQI+l3E2yC#*Ja5BO^)<|yxOhu(e)1yb zL@drFncO>hMrZOOT>4s)0APo0F-$0^6Bi+(@Axo3JNys#V3iZo#4fl_2;x^;oBM|5 z@7o@%;{&3B%^u&eu@`3=Xv)y!PN5kZoYHb%+QsRKY=l$qb!uvz>8HT*W6}~>@5FsO z%}i=lgLY|lE`pfz3>sAvtW62X?A-_KpDCQi2pr2zG~;F)UXSosrz0!d(z=(Zl)C~C z@|3nk-6hM<3<<94`$E$9HL!LhG|n><2OJLuukM0c;~tD3$=^^&2%Ii@@{`w6VNC&^;y8k%SCgYcPKH!~;Z~UVjfo zgVFj?J9S7c3L?^a`f3#n)Rdbq4F9zn5Wj~sqZCDi_)inYXCxP-#lf>}&q}}v$0=Gq z)@apFF2}ZN<#;-&4kf;bcPex>>Mbyh5Yr#BX@yXMu5p1?@gsfS^q?uyZ&&6lsYr4HHj5@6tVk|IAE#*G* z=0AMS!RlCdOLYo4h+QEWkKoy9n%P94zqd`!Z+~US6fn-<1mzcm6Htp)T|57ZMuN2m zpsKD*TLJqJd#w#41xQM*rK$8j~-0?z`T38tK0SZ5tQnj(c@cM3h0 z-AmDacbTA+Mba-XBZ0ysYL6lpQlDO9IfBYlZv*dG+F;RW2cFY&#A^0T;#*I5EK|GC=NF-Ct ze@t@0hSuO@Qee(&WDHue-$apH*W5)Ua@1#*$m6)>D70!*3U0jeS9D#U?n$x>JBLVQ zJ-;-?`~@|VFC6FyFx1xua<|t`5v~(6%StVC`Yy1?M7vVp0ZxRl!T(Q?9WOKUmw zygkn04hnHsnNiKh|0dH4G_z38zYk&ERMj3pM`S3cbj$&oK~qY{H#T19* zx3RFXD8jOs)IB0Zr|=;}&HPuJJK9xWhBcBdlx>f55Y+7$>V2%}Tb*7E!=t1Fp%f%&PMK5ptu3GuUd+H6 znO~#9TH(0cRfC@q*}UAw_p(_?DZ-rw@qB`b{ShY~jml{4Pe{#{GUipW<2_AhfgOC= z2EGX7%l2c7AoCevNZ}L>)%;exgTN($iMwMOGU5FO1_((qw(PUqR?TyPc<{iFP%^Jc zv>CldA=QE-n63(j)$sV=#ia+fY$Zw%dw>yu&I5o}wM`yuwVPTJ=QQF-)royB!pEAi zVR6i#bm6BZDonR@76EGRil#wwyIVNCe~b~-S!=#J31wI2XA{3g-n%9{=M^^2Fk}=X z_{s)0Zp+*5QWh1$B3WOGd;_5DNptLIKtvij0cc%}-_K&z@;B~64g@$Fh7eRl2J(%q zIBJ(m#Ni)USN~>R^YtZZTEbwvi@0yJ>=DILJqPVoVt^(V0Hl@!@WKI}mV^YNou`v4 z7E!&x>D0+1jkv*Ft~Jhs;-B%!ZQEs+W*&c_^QGb;n3LuI@kLFop5q`ATxJP^-G3k^ z{?zvCW$fc)WN8Fl{{ho1%m=EmJkKS?*+Sy!P>c*bRs}Q@VJ4Vu`%8*pw98cAovY$0 ziUQs%xF5Rw{LpCsPh^ZV_T6&dstW=q76I&=x;R|_F0i#>KO}@roo}YQ?gRKV*FlplpiV zT5f<2mf`I|cPuk@l1k6;2j0U48s7IFyOBcpBnkWt5dW>;(1uv~aR9=1%^D!=yo3m5 zo3Bh`ruPC3rP(%A3n??iC(fV^swa!ZJo>B89&Z$GX~V$#1ZxKjVFS|=F-G$j>_V#q zkl<&`RW#si0${l3_THjCp#k|DzzFEZGv)Y>qs3@p)=_AhXUCKq-IJ_7+@mQo)SM5Z zZX@0`$k9I~&`8gJa1^>93G+_wFXh0b1b=9Dn9Bu%6Z@wx0w0;1jZ1TE2ff(b(MXSr z4R<^#vPnuFx7s@&;K<)4xE?Cl$OOrwDjXxJKz-smq+$T$_5GY@5J)p4Hn|6aQMir~ z)qzYK1|GDBf54Rkq*wr+?ajXJqnx@aFG<5_b;L<**h_-g6N@HIX)stYpPhvRXojhp zz}OYj2w_?Q!ekv)k%X3swnf$_^%%-aI4WD39W%aXg$>xP7ytp$g7)1yu(2q80JyD% z$a?E_2(W2e>dWx%>;iu|P{Q0v9X3#>!G$);D|@i14o8Z0bG8X-MdU5&+2tbPBh`ti zbu3W;TM}K;^(~tv^@Q#h9D2rC`(BCj*i#%DFR(TSR`V8iONS2~;wD837%jb>(BAe2 z+?NRSF0I0&#UuPPmzLsQfiSJJW$6{%&X<(KgPri$@}K##W>f~W_AQ?FoBdTh^dSY_7v#kJ=V{LLLoiUI9SDsZA*w%S(y9*4kZ7B#h;?gW`OdNy7s8>m0lyOmYg^zzAt~t}2>pzcswHl+raaLJ&f5Fy4biN`!(S7BI0w3pZZ!DZfjt% zJ4u0EPxgHnQKba;w^z`k!EMF({R9G7{{nwHdpl5OQnhb2!}1%7f8LiN??r0?QVDXI zynoAg&CFcKIY2Wv<{e~1`o|?mKf~P1vq9z{vZ04hhIWqdNtgwyJS+M=G-NE$z<-nv%Iz+h^Ll}lS`@&g9p35?ZhfbO z%i-X3G{xL8O1=LqtMwMtx9>E z;kJ&$rVifcV{Hhg2k7qa;sh>Bo&D2*Q7n%G88^o3+W<}pMEz}#;aN9FAyXRvB%=xu z+8_N_Ktkz~bBoF_66P|$qbw?EM8_>aw9K%(D-NI05oK7t4_s1NL=M-J3sLgh*A%c_iS$?B7#t%ZlYRBLEJMz zl5mFhxJ5OzciS-_pdiwd{I+qPhY0WWsC`R8V){GJVRCP`9!g!yaW4{(qtrFXiPE-I z2mTe2{C3MzW}^mxUcb2((rCQYUtuygkKV3;f9lQOYgn1k)CDXt}tJ~ zk60s&?r}5+{oyF?n`xX<5U$m^ZH;ghm>vl%H4ND=_gZ0f$JRiu5Lws7xtqkF8AgC9ncqLLG-UJ6Y=e*j-wgL;7zB~yA)T;)kQ z!szxJM5f-y+i2jg^|Qo{9S2;v!$m+qSd_%$=ocjnFkD%)FN?BFoSH1%Dz`t+KD|z! z&BY!@CPU+3p8aG-$AI})}LpxM(%L3HD?{2PmC}KjFB2OHyODVSL9R_U1Rg3 z_FQ%Gt?6PXVb^cpdyPz8ria8`!szx}(yc8njMs=+3%LGVd;cYgy4Q*3ea(04_Rs;L z>U0nPDdF6PECFf#z7~ZZhqVfan^FOphX+2U3`<=d5E_s6I5O1t?Fj4@aW}*KD7KXmKeAg){J%nHM8%U;9r%d zZE>^Z{yC?k)w#-SV61hHE}Uns*Wh4J7cdJuX3rO$P!k_ejPGx!4)h!zd6f$K^MAZ8G*5&Xu+$o8+ z2p97?8TGIM>)@!@yFQ6B*Nru6`N#v& z?!Ph|-#)e^?#3! z1OF{Lx{8ItLw_?39KO7?!j80K%K%MTak~l9Y+&n4z+G%-a8M8c6c`C5fKLA?CjRA% z{})*I&#(fPHo$-GYUr3tO9khVmMu#=V68#bIX3n2f6K3|uT~q)FNzM&(rXL<+9+U> z^^z0uP!YN*Drl+uqd?fAH!Gs%$M+Wbfkb;%Wv?W&b=9-$=jeWAwFO0l_xMyjR7Mp#I`42vZ?DyOQL zlTbUt&t7#w%~enrqykB6jwiK{zhTsRf(mB;%Oz}@PiWx^%DK|YmHfeuRypELiM17uA{Vtb^w+9Ih@Md( zK}Mz}!0`LKk#h(!e0k)E^3Jp^J;ZC+jOgI4n-0cO1iRIE|9~}7P;#J?IoE;L(}6t+ zP@GttIJh1vX$=q7JVhQZ?-{uq+J{hMt5J@}&Hq0~mYV#Mzc=}TLrXv5p{33BRmjYd zSyAnK*qYTAs#&p>`VAAT|A(5D(IwoWB~qF+F?49D3msZAMqF}}YYdMugylAn^&aBe zIQ0fTd9^$ajL|I=hfN zgku5!@=FQ9QEc8pi5@Tjt1euZf?=M9HXvWk@?*Qv(53$(ab3`fu!WV^>=js(?SV{o zC@|Ug|C7n)dWG|Mk4d|*{%#uiJ1*$&D$5vwj9-XEX<4C;fR*>$fn73Kv0AwDH;Q>v zenAnKBaq+!eCZu3BK;Qa!|dB^`n5i$O`AbtED|tdf=Ugbq55Ug!s}(Ez@yuTd5l<=kxlH8$=I;hN23fH}OJhEbJIh-`_AS|-w=7@M7>A;jj_ zz{1Nouvk+4r3p*p3sfKj%C~d*?|R8!cXkLUI40;>+L@L+ev{baP1{;ubC?|)75tk) zaFiD>!=_YyW#2umM1^vU<7-hT%(-Q-{=@8C6}z5OVY92_BOz_4#Q=PlBSwUfoKK5q zJjtO!a7-FZWo4Sah?3JK2N;g3zlISXtz6{NYzlMuG3?pJ6dBbBPE=W|u_csuB#%PE zo6VzdE>(dtNCAdy(sw!0S-%=vR&^d&QGpVzA{=M|-*MQHcU2+msWU(m9J7BLoK{(! z!AYmSrr3r~wt+Hv_?bp*#5CP-#}6DEQr!<12-IPNB=b=71pzlf-FA`nRtHdf#ic<=PG+Tj`FKk|C`}mCckJnua~QF``;}9_8`?m2uMdfp`IXZU-}@dm*MIX$qz|F~zxD49zbur6sg} z0Wlu9scdu~_PM{e-5dmV1;sS#F4)yqNi4N~+2yCC;Ae57MP{)yoh#k?{-qiF#SjVX zp&uyO_zks7fLGmr|OtxjtOLo?y~q z@)b&kNoEjpO?9UNY=g(#x5j2IFkJc!(#{tI(N427jm_&(VVSn2 zJ^j2c_HN_HosC;j<^bpyKE*R^ZDk?F(lJqv0KM2Y($fguXFeP>fX+yPlsEHjY*mi7 zC5ewTqr=D=1t=_bKG#QsLa@nv;8t+1R<2}6DFi+Zq9Wr5;+lu0%9bcS6fk~l#e{L6 zWNVW9DnF8rIA$l9CQ0c7k&&@fq^&3N2yz>%>JwTv&rq$qW+_^q^(xx!Z!2=_bQYx^ z7Sb8AUnBT{0+EFeEakim#V;ceo$Gwsf(`LeZeNM0lu?EXWj047ecOTwpV(qq5x~R4 zeaYD_ANy42kPy=2hfyk8X!;TkX83#8@uDv;%t|q6 z(ZLksra@|jBf_zKa>nA9*ebVK`YP*H?6F61%T~O7E!aGbiJq>aGLMRkIKnfmRjN-o zQT?ap|6}b<;A&3W|8dL6m?m2iA;wZ7LK`}k8B4Yb?Mlhg(dJ0WNs$@bw2+xdT8`1G zMd47|4U$ktn?wthjuOc!Wc^?F^7)+OtC{cj_kW((>v=sxPUrKv@B3Qc*ZaC|Q@3gN zN2FfEN1%Cs>%ON`@P6}+jlB=9SxsJIZKUre3>+gd(w{{Bn6a_r7mSsGxj4oPQWq4U zu2EpkYII>NQ*htb2(+6@PLt(=)#Eh6BRFp@EJL`LUhyqdcbXW(c+(18W0~fuf3R zaKpiYPdje7$pjnTz8B_f#Kj6=)ARF7|O>lYrMs&RtIO^0Bt$M zMCjlTcX8c=#f#g0W8;y^@g6WP2mWqj|JmT6+_H+Hy7*H=b&Inu4#vJoRWv?=SUO;k zU1rwR;i`N4_HQcq!+Lt3vIdA^4gotE(_C-wIPs`2{ui(JoAs*+Nk^bF$p}9ecGolE z39+-L&+e}vGSq{weYG}otVTn}=yt%N^P(;kc^F%-^@Lh1{DMhWNIV7<6K|%f@ty|z zpE^oJTzUEo6As4ObH_~xP{%$x`;^Ypt-++&Ah^;xNnhcZ9f_frr(L}G7nV_w#HkK_ za9IhEaMS1z!dVr>{UqJmd_UsleJ2=Mt57p|;pXq?PlG&puoEeH+8C7|@_6Dz39JIoijGu$z& zw843|!_pscU>3|>Z@ugF0mM5NT5S?l>^KoXFnF9SD{5J|7nX+MvkHbk^=<2qVhKYlw8S}{S|^?NWz#@8KR0`*wKX+N({mZa z1Sod+Q1L3Pv;LNOQO`ExUV~t6f(eOF5wqXu)X_tjOvS&yf<~Eb{TQn~x(3*5WuHh$ zlNMEU`_MqDqUR2Dp9};nRQ=2Iew#q&Gb6AzqWAm`GwM6c794)LGvP@LilTzKPRshH zlw_iYV@O$M^;aMBgOa=vCe+AEMrt^zYzWqaLkq`BAzHb%uB99sa)=gbaMEy4x%tH* z(xK5 zL+VW&QQ_WM3)kw9Vrs~+I1PpKCrTs>F~w=+X`Rf96=|c!;%!(kXYSn6DcN}C>e?CmoRFQCt~;+S9MmNmc3LAw%SYwmS;DEkf!0xkA40sK}Hw(C;HjymhxT$@GEn&O`ShDzw88sPkEQQ&_tc&Ccs2O znapnnF$(c@RN@5;#kjNrWfFuam#n_0;cF_!|6f z-SrWvaVHGFcoO2Hswgj-iHxaaDr!YGy3eS^j3`x+(=qe%iA&a0o02lmcI=yI@z))^8-P#x^FV zUkfTCuB|{Nc?tD`N$3265!pIFxj#qgR%IvhE}1W#cMqL~>*Yjt+62XY;Q-z-2m0eocPn(Q<%TqL;7fv!=_~42(rP=KB2(n@J=iT z6};7672&&J&$xjgTc)Ao45fhNTKAzri&4;o;Bl9LV{P5 z=Z;Lm-%(3;o%;w4bH@`IzObaCj)UN%Dca=sDzx18Rp@uq5t=rx{I!SKp)syp5ClBWItGaH0 z-u~l2s7>nO0+sW+t(Cp5pF-Qm5v(E@BXi2ty@7@8cnXpTW zwNgaE&?s^zp%%j&phB0`10C@paNTa-CWTgxfyrw`EkQMd8u_7)_+*7v6Ns)A3YD8C z6T_SIhfdsK@0Yuff$-1|iPyP$;AuzAW3Wf3?+#Jby;`cfi*Pn$x1`N*-j~t_Rb6!S8a@1C80uV-A!=aPVny*a5?n#K{Qw4wwTb8;^D0#Oxqd(Hg}s z>4m;C7pynJazUMLMP2@Q5dj~P$jec+85*csK^V`2& zkmKtRI8t2dYp#3Y9`3$E(In%zRmKs4?wFCG>=4qy4#M@pysD zO;yH`j;=!CF!i~3b%jEm*u$t8Zwea$iK-9>UjWFl89FsC9um2+jd~PB@UI2EcG-wxRK_D!__Py6$>`#X+ zf+YO;N=ErfaT)%ffB(d^wpra?j=urBWKXvFN3Z5FBHMRk^J@Qt8YvG~iJH1!mEtOC z{TDqbG2i2VxTpLW*QP|IHe~~~sjL4~n^L)Ft}*YXvFD=ehmwcvltlV{KHXeuV&*!4-5zI7d)0q zRn+>Q6+jmJFr9?oV(wpnj1l-hPm<+&BDFo4dj@IxfKB`nObw^X>lD zrk$%&-r5>@{L0mP=XKxzuEB(I>q-A&bD12NR_0{Q@wflP#>sP!i!HkdnqQMgRGm#p zlZUYOGKaUm_TWfDh3lz!GIeLgV%eSM@2zXf-V0obQCs^Nm4|@2XD>8!EGCJGTkrdW&R<) zZfKu&Bt6{^ZlC*amgd?XZ5nRz9k;&3>dAmMN5GX!8Xj3&buXBf(q?6aFY1N5o$eBB zaZ-%Cy{4x4AKXTu#vWvyNd^DqpY{~;pB!O~DCz6s^yEIjJ+E)FGUk-uPHRM#5(1U_ z8bbPs+D)P<`yuhATfZdzCq?dvQI^jmMge`Q6VazWynXp!-F`C8LEppzX39Z#0R+w| zkAFYN;)ra_afY+`|JTUk@4mvSq~QPg0Qs%1uZGxB1g=A_5dn1 zJjc!m?efQB%*8l9F8BfQil0BX8po7=j`;8GvX9RuG&JMCSt8vqHOM-=>lp^7fa9)z zWa)?gI)gR^5ag4S_U3mN>f;;2$*u>hr}|5Oc7=fB@IwlycihlLv^HeWO>8NE^3~52 ztB9?KAJX_%a7B%<*&r2mp=g-k%A1|;Ms_-Ty>t9-Xg>n$V=~vAq%5f6xAloq$@Q}N zQqKX;i#QW%`0ZE6qq-^z1|rSTBqDgRvOBxpd+DgW$angW%#SyipHqza$mjX+k%x_>Ypy^n?<`> zA8emSx>=8+ZdPN|%?dn^T@LrN<~_%*v@pajWop@0)!^g($r|jUhe)@Pur*-2Wwus& z2HK=n2wU4gfNl=d7)i|g)z4(kfQD@xcOzTsnH8&OTKm<{Zs2kWY`uFisf)|X#sW@i zQ6NPoa(GR9yw?3`9EYbv!VyGYHbsoicf+yH)a>PqChKfG_wf4cBTI!Np1PZ5Hgw$3 zcsm>xEU`EO8g}byqc>+eiaAYo{#DeiGR}oY4c;oR+J1URa0gh@|Ml&2lr~}H6X4k_ zN0O!#DppC?WJF@JuYcClhS=#4q_wd-YDSCMT)@7P4x{uvB`S64+{#``xX}baOP?38g~LiZW*@{ZR4v4@j(O?67F9ZQ_4}z+(S{A1@;^H6Bj16=SJoEBE&nZz<>b%=6XA|tOP#AW$_fTz7V{&pLglMS7=ly28 z0RcoomMGW_YtPwAs&|DR>5FIU;7%2ggH@Npn4dSEd$2Lu(;4?;0ZaHw z$~RuSGNXj3r+QFeG_}%peac}vMm0G%>*B5#DM5F-Uy^Y+9sClv5ghu#;fnn%6fx8X z@aZa-gs(+v*NM}6x36D9l56O>dQBTmQSb2R%`_eT%6#->QsR5}As9a=?e;sb=(CBm zi1RQpXDcZL!){HET7hP~!>-0IaY+EF$B1{!&B~?$hgoOfI1|eca1Itjx-@eQRZZBg z&Ud8r<$NQ=7*MgA@nq>8pF?u9Tbv@SulM?Bsd{1g_%&xu5qE`khR!*7}OFqNv-~EE2k+ z2~vy>wuLD#KGDl7q6N#98&t*-3P7Rh`p)Nz*Q_L>CqUabAITtam8U2T#Pf1N5CZ&J z1Mic+ZN5BE7ep_w!Q3UmjOhXNwPc)tL2;jCG-$LY@@YqkoM1+3Z{xmju?Dwm*lorXCODd8i;-2mY)~Mj5eeVbUtvu}9A)VgnsK5rbP9<@;zq`#h>Dm0!@9H> zsd_tgH2tH7+HEL=p$89p6wBH#6Wb8wVuGvk%L2D=btj8ZtZG^!A?voZ5qM5fwON>M z0~qUNu%!;ZJmGoF)OxKE%+=+;tYBnVLoEq)-K(1X`YSj6-Og)Q8qVcnXawB>A)~e6 z%a4g(U>H86JxEYm9`RdR9Bz_THA#Fhl?$(#z`xcAw1^h7zHKAk_~a7oCiz_dkrR17 zy~*yiESakm>^2CmDf6MqJck-QDixNfShWgwryz$huvxcIjV*0gTI+ z9Fj93I$&aJTBm)Qh)1H_fWvA8_u~{SKHXm@rio00v2~kwYHQXy)!mr23jc-(a0?$S zCNH&IYkq)<$AR;4M2|h{7qO2C3osnE$_du(@fbvD+fMmLRjYIxa*!bZ89rD9WxvCx&SDFj;F;*KN8uko%qx);fGcucyJ% z_K@#s2~)Olxpa5s~k(G*&EvWyz-3V*sJ zpXeN28bt9%JDE&z_mF|p1~Ts|4GQr*W>}^)0+UHT4aQXE%)!9|*q1Cv_L;1y6LgM` zQlZC@lWV-P457q|Kah>9OO2lt9ufyX*$)I2w3UL!-(y1e9|}1dLf8fzf$%WzsnrOw zXy2)ZaTbYI8_B8@uC%ONwxVG8eDbSt8xO8!t+)ZN;X*5RkMNx*ubSZrGw_6(YGp>g zZs@XJPB!f#mg1{)n04t_9A^_flyTwtXVnPI zLsWttW-{kkr{b;^MMUq48mUHn z9d6j+%Sm9t%N5HK@s(BZV)`FDr;QG$YCcSwjky<7zb&J6JPTAw$SpiWPm5<*HuOmI zk1@UH&uW-*Q>X&Yx^X0s?2I@H+uyklczgO9`Ree^*>sc#;p<#g1W$ z25Dt*Gg0C05N`T27-}%$2_g9o8MnWH#6rO*>!bE?@l^!yPnG{}0-8TO zX~q;{zN&duM1Vh@Kn{{>Vylg(zaT+j_t~%usqjd?s(x7n4ma8ayUXh%W}4G|ld%D; zx$(ZSw(nxEm1ssQm?`cgr=#ms9>;D<5M%Z#H{*W9ZqrwnD;Yx$4_NGlH<~Y)Sb8$^ zQ`VTkYCV;5bL>%q6Eu^jyY_}}f&t$@^ZqG#W3{GeF>5VdO6np?d-cb6y1?(--;MUK z4#gB$K1bvxqjGqLKfHl#G?;^L;Q=lU%&0gl4bz!W3fyrqSCK4HRb=?xk~L%noXe){ z^T+xfXJIKM!5(uF9jIU$YoM{!95`(XfA5%JF0T{jT$9>4k2LGKCydWg zjVn99eJi?O5?;)7)p6xw8s9=tcvy`}T)|={jS}VB!?HZuf5B&BGFyk06wp4(4=Eli zn__5%6Y@+4r&`vgXltlB@6#=4)K~~g7R=R;nd5WToRR&hD;(DKtr>Oxa7W};C|cLv zO_MxN`EHXqeSaJi9a0EFP+6jF^KtIfsKOA*iv{=5DZ#GrzWbiZrUU%hNE87bZ^%MJ zj1Mjf!4so60-IV^$gec(av@#HLFvAiNx|Yk!l(josWsQtiWK}i4lH8Njg@pj1c_r+ zl?i>FewmA}9Il*&$&?w5H;sht&qM02SotJIgNYS|sf(XN<@W_W<@pU>j!{V8gUnXRg!tP*U znQaX&Sq_Lw<+VoZJxGK?jMtB)CLyO;Gb%in2rZPW7gnt-@0FJR zaApt)LsyHDa0%~qLdB6rp7IVlW^9!D`P@z z+v5kuKb^3Vg<=vkwz85`dN?h4zxF<%pc zhTAKm&$1%O0t&u%o9}p+2Ca3eA}NvgU{hTz4qh%0X+!~8ZtU)IH0B6`g(NTM&qxME zPBy&P|0+sf#b{FPikNxr425qXbz;mAfPOS2a4)vM^|)iSI#OuB5*3bxd2{?RO(=Eg z^{RIIik1St9O{E8C&VsKE;p7U1uh0=og)Nh;twvN#8iu~(j<(T{-SV+{yOMgRqY)~mv!6gDA~YRt(Un1q7>U=DgPz-w=Sj_{ zViii*{vfdw3;^$^GxO0b8ehyxovukyw8ljFz-WAN8obP9Q^sr}AjrR(a<;{F8KUeT zm{_JEe1YQgXYrKLxlOop6a=j!)cvc5Tkepo>$Dn!p z!?x|j*Xe@A8Kww`AFT?A_J@@vf_0vA4qi%7yY7YAi;7nA?&=CF6IhJebBZ)5ao%_1 zu7@wm@xc{U0a8cE*6;-~F|^aZs{}|4&iK^X5V-c@`O74uHVNO(t!HD!nrchq6Cj3o zPcQB{{`c6iuTE|vf7iI&y;Cs7LN22mz8XG2Am|+w>yy;L@OTE(G|x94c6k{2weGq@ z4-=V(Cs^1dMy*pJ-(O+O77t`o0BL5+0-F-m!=BE*^tED5$37VnO#kA0z;M`Q9U^qz zFU?+rF1rgXH^1O|aCy+wzf(5p8qq($20A>-s9QOmYGa76)WaRPDQ7%dmp$Whl6AkaU>E4QT$-=>Wot#KSlIk7Hco)cee z^oqrpdyp3odz;xh-sG({)ON2d>gQ?4pdn4B4StNgh<_ z;Zf^S0x2A9gvTUEAXOoXVx3sQVsgnJEb`p8jt6j`o@+Y}w-06c+`gu=0gucEr!vz= zTzvY?B{JEn(L2d1&VshNj4|c48adbwCm;e`3x0Y#lXRe}kx+>&Smd&H{=%Q$8~Duj zA(k;jtutP0jmthE&8Y<+RA2f$>%k6wG}0CPl7|-!0QwFdwZI8L&eqF%O~Ofu8B9$(Mot7WM<@{yr7?M7 z)_0;KzSA3yv0<7KOs@xN5}mLIft~`jQ6`&oGGdc#4YdF!u$0A%qzI@23OodcX-8l! zLZ5(WMiC$zAXgyba>D3vS|S^!sHDgQ+yLLwkQD3rWirdG@rA?g4sq`-4lWeAX`2R$ z(Dye5e8(G9D()3@J2-7j$Cuo}+k1>+qS?BI4dK0?c8s=15-UDqsIc1MGU-x*Qa@)` ztI`5A!VXzok+}2#lQX&(?*osT;0Esxsm)$e{S!Hvp@ae952%Ees}U7Ym`-T|4f!V@ zut^V_ZGgLU(!=nz_~-e+t56Cy!mvu_+*ka*_Ioa#pRp~IhT?Vy+^xxQee^lTgmN5{ zp|U4xS%bnqLGu2(;|CAAKZ3HWVt=rSDCO03y-Xz+6}PCXllg{Wicbl5iXY%pmiUrt zw&^OfVjXHiJJJQAIcl*0>Qm`3?h66Y<2DB#iTA{9KZoQ@B2YWZ@EH_JCfJf;FUX{? zoOTWGskg5|#CNn3ZT`=4~nEiymJi#9y$A z*&6Rz?!Q|vXWcCrX|_&i(Di(?gF}rY;R={=hTqh^iv9IT?m-p6UZz|;Pw-~rS-V5j zL0A=NzzDL*7Qmpy_dTvI3#(P;Az9n`Dl9%* zK$$)KP<+J~zb;}XYfG8^l_@32pcL`F<3|LGdtnXm%UL&EF9PdHE7b5-6sT-iL`0x) z)SC{YL@OxD{d)HhO|~BO4b0QoF|bVK@nAfB00P;r=Q)8cG>Mih-8UPzv7^(L`d!8s zizQo`)CqydGKzGiDw0*CxRnGwSg~j+WDx6)QUR68X4Mrx^&5c{GIQiz5RnxpX$A^5 zIbso06BqCXCPsymz6roED~;z3X!VRkv8HHSvG(q3SNe}+;LdHGUzPhm`XoIlBQ@v* zuPIFZQ$`Lvl5H&hJg9rsX&)D{2jCi0Zu)GW-#>>^*WY0^LU{?1P1(v&lp|0F-0&qa zU`mvOXSo_F3f%~+vBT^p6E5WZdP5hk;sfg>7CWPfG+veBwssn!%JlmWdGTz( zK+(U+lqzSIMuuF+$#+h{rEJ{0Mf3J((>MXW{lG4_hQq?nd4s zLOBi=duoyTX2Nigs|v7T)bk6<&!XxnEvoV7UzjLwGnG7;vuq*@%W`(foC><0+!vRM z47+S;{yoQSWdegrpdwq-oJd?i0$-|nq^Zc1Db*mGj-0?bOBUB?c0B7#o#gI6jCHRD zT--Ff9S%ABR9!^`hdZbUaL&xR$S~Kg17ECg>=@D=_?|a9(@G;X57M?F&XNriAlf)? zgp&GQiLs`&6!1?7d-jI~1>$H25&N4lUoI2k`NvX?1rznMjY z2GNn78Ck5dK+$}aQ-UEW0a{MTb(%&T101Hb8bU3wiLK->6}a{d7u5Y-rc)pW%0J&` zrK%$R_$>|!uRN!S4yEWH5!j=h@-i`;rm(%@qCWtw~cv7OdffA!^$EQ=jcl=>zyeCs9gLLwT6g3)V zSFRhh(Rp9_zFL2-*K587@CSt1-{�ipXv2)xkrB0L~$~K*wrUQ)>dYz)LwdamQ8y zp{X0S80~rkLQA`FI>(P*H=2A}ChX0%|JB_6;hVomcB^=^fDRnWxeKw0d2u-b3^L18 zdJk15a#*)FHqOE6x3q&Kx-&_%VjvC(zfn90&k)ZS$^!O4abtqr@MBd6Ci14zP^k%p zN^%cO`Nm-!VL3wAjuyf_ikiAtn{iz8)V&6Vw_XO%ZCspCo4%b+mG;lJ`Xu2>o z9;0JmV`zO8Ea5w9s33KOS}*6R6ZxmqfhDS})sWWUWgI69dV0Iu&@c8@ts_JLkDVCc zN(NyvT~*O5qaJocG*+T($>;c-5*}{Zl!YBVsup%EM?oD(796PnYrUuvc{x?GRDdKI z4_Q|iH%SIehMs*Wo-vrv{HcZ>_18zQcs9f`y64MbD)3$qx%?(s}I+ ztK%$o_fctM$1(f`Kv~UVnZ`2di6r&ndB$n1GXoydWjcc1ORE!ozq1gOLjx6jE_HA8*&a9*tw3Hn0BW;sDHP{|#iG{_ zQSyU+qo!4lhERNiQB^;}MK<>*qMvg{oXy+X88(w@E*9!qEqs5QCz3ubA^&2B;V++?j+m-g=6<<-|0 zJ?F^Ze}+tfsPdM4WD+H0@m2q*>cv<~k#>#X(W?jF0o;sk8?Bz#72kg(i;>EN?b1@d zPfJ-M-<75%ioplntsgwZS}CdwRUb|6FGJ!hjVq<#b8u@BiBr9GR`Z}T$Y{TeTVX|x zlf)LBxBlhXI_Nx8+2Mcgb?0i#*&=6mR1<+MKR&(EcpAQo0Qk&-4-vOOZuT*30}C6U zew-m+{PV*h3>;fzjf-t!y=>yAv<0`X(1VBC+0>&pTI76(DIR3lwLlm;7B(j1Sj1wV{HOg-@eGkl<{~J5~t7wf?eT9Dk(BXAs!(M#9@fa$LSQ=ye1}DeL&A( zsZ7G_@*rnKIYe8-Kegxax)I7Z-AMO%#{qY!inVK6s)|C6 za8S{-&GF*-WCqLdOzKU1-!L#sBL7?0-pm!`8e%IXdaI{{FReVPzZ-K`)-dEW#i|Np zA^)z$Lb{Y(_;Ux@2WtSmVojej1ceuDYG}Gj=h`;MR}k>PE5w>su44S7^KUX$Ha0A& z`EUZou%cXbc;)2@ENFEF?K}E4AA8o`=CG@b_)DZxI=oJPPL0Ls+=B@_&i3~D z(Na6NNT`BRs zH(fSOCM#+&;;l%awPB8vl{7X%73!Ii(e{YK5eK0!&{yt|5;8|%*$l`><4|~rzspM( z28WIvP_X#Ues1>6-RSwIt32m1zB<c|6Y3!MiLH>TFM z4*w=l;&a-Izh{V4(hQRS@{{wvTifKHc+aYN)^XPu;!Ep2JMwBNtxp&-s<-sOSg)A* zHW||Pdm9x2aM*UGwYbKo991tpK7?rpEjs=bWro+_h8e}1TO5QmcJiEiY5UgquZ|xg zVpH*2st9sn8(Vp_-VOo#iwcI5>NSNetb#(b#Y|adJex$TR)#Q{64)MQ_r3}US6w!> zez5KdF3e-T9KI(ENlc=7a!^DP$L0v}ZNDV0I7h3FCf$o)m_%&uR)>`wKD89D&I&8MeZ=!3?xJ(fW(6 zMD8*Ju%49I`l7Nw*vX~bkUpi~@lsN5q3fv%u1Z}%#&bwx`jfVf7lBMO#z zeTAfWQu5W2H`}lTn1q)_Y?FjBeh(Rni#F)iE%+Kv-x#fV8E{kBN9Cx7G&FtU}02QQ+%D9SYv#SH)z%;-Izm z=)F~gPqvF&SPGDMi4~jNs``1vR2g+ zfd!_sk_1hpnF7~c8@q;GWekK_-l*+Y8MZpBA@c>>Sm#x0M!2s zxs(p^c_+M}f_Kp#) z3?Q6zK)E*r_y>cI3$t;kiK>CHDG6a`!=BCQLo|Y85?*wTlsen)Bcb$krm3XII!W(o z^f6zt#pZW|dy7Pvi)h=lsBn|i&sf?s-vbCKwG2xs+AmTc56ya_Z3ze+fE5Fh)E%jw zzv2!$%!hyJgUMi6dB;&78x0&hVk$OGQ5pAM5+uMbN!4Vy7rCqh3W3vQAB18REE%l{ z`sezYD6s}c24cxfn?^04hnB_6Qq=o2T^Tvtf8e#NJl^{U@KoQLL6r@mTJCRVFxisK zx3aDmwP4X2KC%k9OksNjMYSM*4D67w=zr$8B?t7}1eJg3YquKZm#l!0JUcJ@O1nc6 zad0wBewnTdfk83kzx)GX;!*=asW#r!Z7`}i@Wr!O+$f34&)V$rf0AbxMOG{kA&1^d8JuG-vUhi@TS191DHge0f_# zW@6RMxu@;5rYlRd3MOaGU20k2yT(_w;GO2Y`_G3Zo6V0?o4+Kf_3gvDzoUJ%0S{oQN@FBlmtf*CAQ(X<&_=Qi0KzFZFq;^_F{9o{s)9D4Xwk+iPUw z*e|vg>z(zUwvInx^!C{8)TmB{t(F?O1!S_-292FS$mvbFGT=<5^S6+pLs^I&2j4Rcg)>6Io%_U*uhf87+w5`TD)K zKioho{_s~bW$WXu;$;7uEBMNX_RSfsev}9;5&-T5lyweMlnEhO99PC1pcJ0`@2p^% z2R4r#IlnK8DSh*cfqiJ@%7DX{H1*SVDvFG9kCt|S-0hwj=BKf=v~p(Fl;*$&$>f{d zmJ4VJUgbvb5_fj=O3=`Z>(-Ry}vvyUw7~4g!*3} zB}ZRr`SRsaRo90kUW;kx7YF5Fqw49KJ~p1dleDrp-gbTL#TM1I)t5u^dcT+wmoeKv zoo7|Ayryz&$b$Od{D@}hxf2XVW(A^Y0BE}QN2@!UwaJ^l*WJ<)#pH8ed zXc=`cb?xrJkgXpMb?q5q{%K~n1W>SyTfx6^>>y0R~2SK{{(wKmyaJ!^8033E^#ma z@+Bkf`CIe)`w7p!T%WEQadG|4cZCa1nx70e%FJ4}rF>rOMHlrweIJ^y;JFWVt3RKo zADy&7%`Z>g@3O*zwE^XE3L2yCErje;qxj~5?N8gsXC&KQh`o359Fh*Drt#-y=( z)6;p${ERho|5+BmC}mHjYsA`N?AO(Nr>h@hKC1Qeylt_OOn&3kd6f@^;U38kyDz5L zt>wgS$@D%K!Qa-pGpIyd6?muMJ2Dk@Wu4 zmXQ&k^IbP_qUy#NC4?;hVqZU2b+pLw%e?=p+TcqYHjLc#!}EcZrFFbJCw!u`dHMe; z@=Z(9dP6%J@&4pLNiMf%5=$go#FMdO(#`#r1tMEq`hOJ!Ri0r(ICC;+7|+ql;EAgQ zyC*=i?Z;YsF82wvUmJ{c<6e?%vCfU3#C6zR91PYY=X%9`ZRqZvkhvp!oBy?eDuX zZi>Ei8f^D5AEy85i{FQ=z4l$x_5^%h(AIE4{+@M{6V}oTrvxUM#SdDH1YvI9Mw>v$ zPeP5wGTWb+s_}&;OEL!S|5-r*yp&1+x_@s$(32`UIvxjQ;AhM*xw;TI$9EWDrYEJ- za%9@4`F(xN5Dys-()cu9Rb=3^l-F*^yA^&4g2=Y0OHZ7Q_s>EAP0?yd${qz8zHc7; zRR4_Cl#HWfk#pj*f`9Uk$R;bE$VbOoiX}+tt z_iWq8qlHo=SH>v+F9NFY>SYjW;)kyn8IA+gl3WlXa7{8}$VcE%|CQhrp+r+LQRT1P zPGF0M<}hS3{jbPmi&knax`R0OwE8PsfMlU9X#Lpkcs>CmcI}<<&R;mSxQf$hJBuY4)pb8^qrSeA0`sq`3Bd zZ3QHM>v%J3+JHuIk1CHBQI|GdD%PJIfuKvL^y+ZfeLHCHhsAm}}hPg!&=Uhz+ znxP>Jl=@vZ%w(=EgS))Z2lBG2s6~KY_dg2(iUOG;Lj9hhGEiIJ=|D!Hn0!tyFw^SN z@`r4^{BEZgnV(cstxuEc8@dIgkE=}p(k+GMBA3RQDx8n*RKqI+2FAncMJVg38B19t z!jU&ioKD7X+Ymy!P6|yQQ@W7p#L5WZkC8SEAe_IEMb9x2XyA2>xF1;b|9sBM4h-jz zV_(Vk$I6s=5e0++G9HO8>1etY{+5=1l@4l1Fm_@)6=5+tS7}qF;P9BOI%EI3*XvPA zzs-pHjDQa>6YB?+`0fR?Gk~4cyhlhZ+*MT(;Wb>)H0?c1sl?(xI-%zK!A#YIRn@Pe zLPmN;KBFCvb7Jbz> z$GNEc%^3K13}dyJandPwcDWYteVI8%GA0^ozSM{rJOT`lu=T#`rs*l51!<-{5uU~O zG6Na>{#ZPxGJwjRN%T8|rav>D@ut!roc$>%g2NHSK*0b!$3Q8Z9_2`0B6T3D0X(G* zoG@&J40YjV00x5k78SPtij8lu`uTFXQ+*3uAJJ}MrbZ_8fhPOhqL72%a#96Y1oGMvVi3(b7T# z%ib3+?*lzoJM-{GIDm?8>8z>Fp#2q6-vQLDaq-@(!oy9) zjhS9J$1xp=+HLScdd?lCEyXb)XFwPpqjkD^d<6r1)_i{qk8VlOLH@if@lzymNx(RS0(saANUe~U zuQcJ^zQ$N?0K99(p3Z36SCt{8UEV;1rk5mHPC&g2-vTW@`9LttoEM8BNND&!=q`;8 zz9q!UGy&E%9#dw#+vI6zBH7d1l7>ix!g*-}0?oLt1T)RAX2UR}wPYJrq(_(Q2+i3| zq=lO=I5GNNnxuy1g9DKq(VvJg2Nd)zpU6Y(Mzp_Qamk?;am&dV?GG?r)q`wQ>96z@ zM+u;fmM$Zwxh;2Ox9xm7ut(B+HDc|&K?E8klEYt_9c7s5GOY6ABRkmvTOFL+3qvIR zz3-h@nscQC&j7%02fwXS9wB%%gYJJv&F;!xf7A}A^wvF*%`-r36_Y*$$wNj6hGB74X+?`Vw+Ts;7%?QFrXYri+kaJh22t2$7hJhY){Q-n@HW4>g|ROqjJ98^ZFTx&h-?*5=?QrRL_I>vg6+E|5IZS;UPHA?zxEqnHmJm?s`7Oq_D37UZ6gGB; z34`aj?0ZJshsm&AFazxji3deKqh3dUrjffv;`Xz2w2bi7vn8t_6$vE$9Q>R|A8jLD zmJ1KfoKB?{wa9M8bYkZlaE8r&iF#OQqqqrfb3(F}Gt@cXVB~>j; zz-2>>Wa)4q%dS|{T*`vr#R1iL;h-p{HUx zHiG+mJtZ-Ms>qR zw9Wdl(C!=@8I=d$aaUjm6XXg|%kNzXnnhccmwdZ?_0&x0DnYt@Lzjo@FO(A@-oF+a zTW1ix<8p1G5;B3rn1Ult;g4N5ki!?6r}R#nF>{nDXR0Rt7FVT}b$`+u4F!HKKQpZ| zlJWbQVMNV>WR1}(LCjMbae#4Y-%biOv0(et^*hJ@RzP=@)y^I5yzpP>X z&tvE`hIWmzKSjm2u5kpJmFQ*~j!i*&!0E}V&&!5~yd(p8=HHke^e7nut=s-+n&w@> zwJUOby{nBHy;I|}#psevK`A%!DIQS24Az zCPAy3Qt(bPQ09iaWx2(L5}KBC+s$y5M^LO{30*QWWgc)xOKF2?{r9_LidMbSeMR(A zw#TO#h}-DdUzH@7s6p0h02*}1R{LF3p3(?(-1wJ#UO3gQJD8Ah#Ro3s4E!;RY8Mkw z!l%3rZ<(~FVl|NijQjoGMwjZ9%v-N0R3JAT@x5+7UGj-)u$%Rh)m)T=Kw(sSja>!q z|KfVU6;uaW0Q+DyF6=zs z^G54&_cSl#tj?LK^zFXzFs@qv{05q$3jbzm(eNjbqNQ}4g_G6n3TjckE2c@qMQL0a z|AFYGj5LfrfT@LW=G_~T(wy847$cyk$n(@M-)%UWa9Z4Uy(RD0;i|S(&7mO3(|C*`J7B8lw>yb4_0iWP$CK@yfuNQdvu-phbMw6d6_~+sG zfps8geex2nI;ql)Se}r?vPhlVD@yWx7%jreBq}_hbM+9le1pns46LpC22F-LKs;fJ zu%NoUvNQY~xz!W}P*S7Im_Jcq*z0H^(M!Y$VBfgiGJ*H8PwEs!)i8%=v z(UzV2y9R?{S7%j7Y0%B*&TTAubc-soxBOwom1@n(Id`S`&}&Y{b}Rs5aEM#?t)dKg z@p`Lp^Mi6$mc(E*T3cHCu;Z8XR`j!=Mph8D&PO`eH5bji5f1ah1C*t`oY2Qjnhjmsj^N9QlHgiE#U-`uIEi!67RSBN4o5>U5Bcwg&`VAg zCVqJz>-T(Zi9Tvn0>dawMg0!gSC}mjRGH<(p6ShV`*p)=34i<_aP+NH!7tq1-^-Ml z&>Q7WtMRHLn}V{$I#Q9;dFuTBqz)5=$vPdW1%N4B6?80AHH7|M>cm6oX+eZUhs+c& z24TeQK{-x08@;tl$#q^|2Y5MWzkooBP)dpb9VJ@!?z)oFw5UzxF9XRcLwu7(;=t7S z$<8wv2hhYC;NrDt4As>iC@)#$Q={|c)v47KT2N1wHE>kX#Z!mGntrO{yT9!mj!Y&{ z8orHtg2nQeq=A}_0~k4ECIpxM{))7$rqv2WE0JRaI=fg?3F-t~ejQ#J2{vOcWj0Hu zo3Jsrt8-(!Szk|bgD(Ht1)-!p50ttbU)Gg#YlHY0(K{K~it}UFE4sfZ^&MA6cBHX; z^gN@Is$NqOB!o1}Wsu9D()tPvvQ_?F>!F+LF-iV8)A^Miz>Ex+Y4MeuwLzf|Vk+Ie zpQ>iUyYS{%4je4H+Xs$ElphjJ?tepUXQ}^W9Izw_?#P0yQnVF}tfMlQ`{D`p*YNRe z45Lzp`Yy$rdWdTBLYBbG2uzv{4DgEVT)RSY;uOg0%A%v(6$S_6+kIiN=>cq8oDV|I z#v6#M@DAVPY?qd?f{a5K4pB#f#)r^ThheV>n~cG|pJjar)SZ|E`(U6?;L*woP3j&-6F_GeaBg1QZBT>09h|As5!f0Cccj@xQLX};hura|2 z8Ltkw*OGiyCKiMaP#kM(rosNGJ;WFDqHjtY023#$XE5upDyl=BH$y2%FaB`eK2FVX z6uEV%qfI)wTM(Un{q+nuPGlm8=|L31;=`L=XT0L4D}s)Sp267Ii|1)p9xUEe!uVrB zF`C{xD2zl%9lk5oi}&~1kBcxILI2)fXL2pw79+nW(u?sa)PD1wJ>y%>ZIsF}n>*$J zS$(LGXG3;2A*=pfV3^8=7Y=%$Yps{T|3Pjen)e-{>Y!wbHC?tg8+7;aRhMRhu!!2O zDc)2VL>7~Ca&%P-NRcB8{{Wo21azk?>F?fbYY!VZ1!~OR5Hg z5D7j#v`3cU!{r>V_uEb-;L`^^n&-vf0eKsj_f3&Q+oS&F?9x=VcJsPY<$2Lhfh_tOpJ9~pBzqG$ucmI`_Y!dS#?i$laWI-%#jY+7H{eA zQ}{A6%xxY00+|Rb8io_VbW(_riFri-;rw`c4h&e%bN!Jv9)X_LL{`qnkCL7258G9hjCbk1U8YZzNS zKKmzn{fcB*c$I4bEv9fDT_l>_v}HB7(BmyXeM*;-;DWfV(@1_eHB?`XA!9R+DnlmU zwOfMhTMWsvV4}fj2Hf~6D`P^d_E3Q?#GrIW0K`PmpXt;<$LQ^6g~VnEPq72nWei&} z#f`kpZ^2mt!+ypS__&}Np4?p%^gm6nptv6jXJEd+G`ZEeI!<`K@g)-M_U_;}RVgi} zI4h^wNTi_&PECKI&gNi4+g1yuP~CWIq_!X@g7){ObY6c)&WTO!W`_w)Ra_ln*(Bq3 zS6u~Ko#6q0EXeSE?%JE0jN-nqm zQ7~^H$0oXKKeRzuIlW3 z)QhCN-0Wg772|@aZAa#c;_fEluj&qgB~%IsxN7Q93rt_`8y!mngQ;*s$lpYbIy7q* zuUSuF!HgX`aQg_IDOJ6ytM1TamvQun0YIV=L(=JFC(YlZ|1~Pok|ULJiSsFxOez>s zjbmd684O5@@%7~DMQ=kHXvw!d2+AIFbwr(@wn1KCSL9vx%|}3(NaOE3M0|iUvWO3p+SUJ-6nX&!RswtOoM@^JJ$Qmuso+9Hm0u;VZz9@q@C<1j#xw8D3Z02Y%ar zh{n5CI{f3Sw+FLj@B&gXST{huW_84z6iPq`dx(-~@&>84k+%%MQ~LI>%RYrI9?Y<7 zmk(=qhOg$`BXT1dcXj$Dx9t-GxDnR@d<*h|J2iBc)j3k}#q)Bn_JP=Jo+@mDyk+MiQs5PC|F-6i-SpB)Ra6K zOY`nr=Q#?VNZP92(612q?OVb?m@?ML`wjH=Z762U`{~WG-n>O;X>F(HhuyUU1W6ioVHU%{7M#y1hFKs#ESOmGw293W_yh(5b z=75WTh8{wYQ~>0YpbZ3lq0nFgq*>&vW0&~Az^qbS3#$AbG^V&e`G=J0Ql~8Ab7UfU zwnX2(`5-fETWp|+CRZTCi7ZDt@)#O4m{6TN4yW<4J#ZR7j9c};Gc!@a40^Y9T!2cusV+v}`x@?I*43%x@JqyX}c(P8*n$*DcOX>5mhT~fzpdrKOI7v<%e((6TF zo=wO2>(dUqm!tU$S8a`Q3o4ts1Nw|AXFx>3xsA-*K|HHGGUwJ+?VmDzb_e2M4#h~Y zr1>~lu2o*m58j8w3;c&H1xtElta|3COlCd4tL$_%=9+-Sy_{UrVU-L%VsJva%U)0r zjh_lufNcjpYa^p@=UXXtrOol70aHyHa5!xqlpu?3BnP{TFrY7J<-Yjoec)$$D0Pos z)ybKV3wpuswn3s(yNO#^Zo@~mPCNUG&yGAAZUl=bIk%X#la1u^9^}WKp}~jb>?4EA zeUd9rBo}F`V9`UZy7biBqaIFSd$u?qhf4p&Mmllut+Y5J+FR=|R*{Jk(q<6+5~Jfp zFABlBFb%oYt1d-oP^&M@1|)g79_iHyiMKVXpA$>X)IR|ZOsJXsdzvQ9#+Re0CERd# z=>awHA;x%aJv!KWhzfD+_s1>CvfsrhRuBdXJ-kXv^!(+l&Lq*+&6H~}i{)2ZPZZDV zDVLMMXBm$qUX;hiK!dKawGBP!=tH<+_llYLzD20fSy7ywyA#BSL(cIlF=D^cd>)D+ zy-&cUO~mXmYG-$VtwRC|#J~`B&+F#x>9R*N)Hcl9yq6pS`05+2cW$p`Ot!@0==!aU z27y*+x~4!FB}A}$HPr0nzncWO$Eo!oK9JOTg|1^_6qvEqQ~8C>`Ms6a$RL6h%pE|g zqPI~2(OFZl<>vTE+pG+0^*^3{)O;zq1qY|Wh1pTg6XjQqqH=9_V;I5&(XY9(SMu=n zV8Sa?J5`=3Ta2B*X!>bnlT37X=z8lZO5s!9jS4ivR(QIpEi&ql4Y8?UE1QFI}Z@{>=;nWGPX#`mX_ba@1$1!HDhmls-2q4rQeD{y$jrjF(JB(fgtn z(|8TVa_K3vbz#9LmLm#)|6wW-GKm74@!!zZuMqm6qzB&SbjrP6{(;1Vw{MAytBPA* z2kAeZp1v;hc#e4+d$v-oHj;|)HZACHK133=hM2aE$qyKqPPj7>-9G2I58H4@7t8X8 zi(c!Yy9i(pP?uxJgH9-+s-u!M)E2H?dD25r$udSde18sucD>LE@l%PB4eg&A7Z;k! z9`OA!=%@t6KY`6SZp`FAFou}E4~)rrGnLuI?z?%+B^Ky{5UCL)?SVKf76xj%>RFB= z8dW_d)VRx@JlX3sm=YGSXN3@InNm!{x8P4gfvCKV5Cz0|ME^Mt;HvEW4h)4yEFv-X z0cos*=6VdldLSrVliD1Z6`m)sqyC(m{JJLd?ADL$dn4xtep4F zf4RRGM^IPPI8p)TuFQO4K1%irA;fg_*hS(iraT~9vte-oOSmRtyyL6BnJb^I-j zDJ#p`K&jzL`-xS2JD80RMvyvjpL8dGfFBPLQ;;JakXP$#>#@kYfwUwvgzun~ASjk9 zyjom0x;fYB?a@MQd@iDd=mX4Dzk zEB?~c;K&B#F(?o3>4QX6^2dxK*e;2Qdse89%ZR|qOUMvgL1%;gPb`Vkbv?UqJ(z4l z_csDhp1~$Y;ut?@i?z=)n%M%gj73dkjG+`0mBQGpn6_{JgJJ0T7F_mBqWn#KO(Hu< z_Jnbl9WVaM8NAWmVpsI=gt=FIID%Xb8wpDzj>_7~VM~m3$+4i4CllI8*2<)S8Lv}n zL-r_~SCMfV$TW9s+Cej=jzz)>=;%0q-_!?E_#%{SI+~<)T3ctGBH#TF3)Y7h_f9}l zf7)aUeatq97EJpI8OazluHpZj1Iog0{T=o&1RtHBqJD5;Uq(j6nOLe_DL$_7{^lp6 z{1hv)$CFPU*kpj(6;zE$eYVlsuawh#A!){Q@^{I=gV=BdNzBGsh9vBIT{BNm*V2{( z)B40N#JxUz(h^mdIrP)KwKH|Wx)5I;efHl@UljQ3{NscIN1`rOQD1e-a;wK96^Lzy z8sba#&SEwbm035qL=@79l3@@Zq?G^qu;kr+l6zCaU3Qk%&pp<=Ov0tr^ECh0P-w)Y zkZ`Lb#IkcwtcWRX`@w17Q--+?7t+$vqea_N<4q*XdM>82(k&C6`X<@1m+EkM+_D?4 z*GU~!5arH@hD?f=)A{aVpX9d_ZH?;OI)`tU|~EwLV=7^54Jy|M+?ju%?zST=>|) zf?}6uq9TIQr3oZNMZqH|AfQN9BE3l`5J2UKQX@(U#ULWRNv{DBB=krP9RVRgC_+de zA%TD5IbZqj^WFPA>UPhbS+i!%TJL(-utSD73+nu+48%wsgE>4tR>z29NLmJzp!@V zAGrMcV$S{j-v<3(-tk|+{~uZ~a`*4S|9y`7ue1c9=ikx(Us(I^6OR85pjq)>jZVKs zE&S)bm(p@U@I9gbdWY+k-T!*I>hCvEet(?t3sUh%Dx!{|bJJ*-qsc#XXLM*?`MYh2 zXkP$hFj0E@Y2fD*(m~FLhGhm0 zA{F~3*HDUgIRFS=q;P&(vKd{I@;7xS67pF=iv1`5m1SK2e)S(hEZ2!fMYfGg z?dH@2i*YuAWa00+z9fxc5-@?Z70qpCOSSiSfam%Wh_%@%ovrE7>h-OyEpN~*aGk+U z93Kz#U-$N22N9HkKzps5v07Y~#smpE2qD7yI0nI9hStbQQhs$xZ!L01)UmpD2T&7S zlJ{p$tex2taqrFXCly-PoXO(ayDYJ;=l8J3^}nCr^XIkT>Y^;fMJS>c-QN0Y^>M{` z>r)FJ?}pK*bukmQ0!zWw69M84{&FJ+y&Kr~gEyTk1ebz0^LW-9o+^zTTsPrg%9!A^ znY*~F!ZX$b-n)8)U9_d@X=2ef=ceZJt1wI1)vF#4Mq_N&8=fgVLnD*A?A&{E8>x6- zgjWt~YpsD%f4_M7-Sa{F`zL*>a+Xr7=ksBshThYITHSwC+gabnjh57TDs`+M{ko8T z@c?+V-eu*gj<^Tn$NEi*YPg( zocWq~vBUJF9npQcv#ye>*gHew*TN{j5Nxz>vDZv8geHoUekKRULVUd1Axl_>P1|Fy z_UJu5C2=31(R;RQ;Mxy$Px{I@}J{Al&0gh{UG#jG8)CV>HH8q!yR?tby}Z8joiAJDV%MNAq`>fBkhdxH6h7a!mR$%T)TYqxsio zsD0`;$t$dPr@0Uqn~cH5pZt-(M+-!P(Zyoa9T;y1)dvEPwiGOW!QKZ>FYjC!+wJ_-<`*44{T3r)aK*4U>$leKRu^~O6PFOcxP?!rU21n3Y?Rq3-%lY zwaw_P8Vonr1P&gwmC^;l!F{zjpdM(?$OF=gfW;iYvKqBn3S2{2poJ0X|3cS2!0ZeJeB$m%=(SlL}CIFxreX4MA* zPjCh&0{^9kO;s02^F0xB!9YbU=OK~D_8G>h;@8*UmLvjI-lm8FR7FI>RRnFnI z+K8(bR74pay_<_Vcc@fTgv@_Xu~b_ThJ$k`sIVSsiI5=zgTlU}E3PylD1pRzO zQF{i4^WJZ#voROhlcD-ZCVA-%3s^I-y5VQj)S$Z3-|GBtll|5;dFlHf$xa-thE|To zf#dWVn{gA!@{|bqm%W<#>N;XgV|$ybQ@2G!u^zuj4RhB7PP>Rj+%0&`{fzu!gn0$(HPFk0pe=^(8bn% z&>RR&k6ru|{LM;_B`aXp;|3BQ3|xdV1X!jG6Ze_V(^=ce!z0dkAK71b;=(nxQ-=?x zb+JzrBJ8{dlkMLi?u-VS2Qhp?@=!0|uSONrQx;-egm*%8_;;)in5DodSUcqJ zwf97iPyIa`F>XNM{i+S|3$vd0(`P~FR*OAT!+EEqxoYR$uDrHet4NXetvyE~Wh}!Bh6*@1dg|rW5&b!o)_A#M&4u+0 z|DevE=!x>qt=VG%ChETEsE#fWb|S&(r9$ zGAF}mef#h_2pPH3M>nP}q-WYNmW%l=sgT36lD9%~ zP9a?J-IPbJDQ$KUe|De0=%7{?=(N_W^vd0m{~{ArSj_4 zB4g_7k`OAMfbxdcUsq`>}h}T zcdwH&ZSS76PiK9E@S%%;nd~>oX}Pn#D-nqci0n!rJv_LTPHtNY?YE5pe-xf8?AWN> zeJI1RtzpeNR<^(6^3L=MhaPn^0}RUt;;|~yt;$wKjQ)i{hc-L? zv+<5!6($6DpA<#35U^A7H}wNPT!gY29f4!p7=na`b4Yqk_78x>@DBO9=k@9QyvUL! zEep=X9Xa+L!U1vPZtCOH<(7p5HceZf(l*}VKkei~bRO87Up#l?fuHe)z9 zW5@mNjv2S%5eaTFZsSygG1IJGfjqF3%jJ7(rDrC?Msy&R7M-URhwUSxb1=3M5jRk` z-yX{}cPvmGwU4;>>G)`5?#Zm1#z?x-iG;seykhQDTrfSBFYX_-n%C}{@bO~8>gB}M z2Nq=&RU%_-?jZjk^_L$y;M^S`D`8Lj1)1lP4u*YGlcS4HuZa!^atB!)L=W!uS<2Xq z{o0?eV4SL8Oa9tV5}W!+EZdYy7(q0LZFn!qz8_wJwfQA0+A|FO_Ls zxg9x?$r+UH^-v#G99{h3&8Je0i}ymc+i!o>S}>h4p-MjVtS*cnORt?9U(>mu#Vm(S z)kYK)d_R7t>-e1&{s%IAtjRb^f&5o?A1S#~Ryt1svmtq9_@MuR&d7fpWv@>0F4_}} z@0TBmFURi1z~Q20XwQ0!wLl_5 zIA$)6(=$y3$23#V*5D0aXrN84Q0E!N%s@k)`e@8GLD>fYBZs058W z4+wB~bP0h!vRo2~%FaMaWYJtdum(4Rah^4RAF=Pw%}}wAv~;>|C>KLH1^?oqbW`)b z8!|V;@h5*kLaP0&Xo9=?fj|02?GNOM#e3bUwnmf;5@U3^!+S`##jno}<0vIJP0a00 zV2AIen$0DS1nVZ}2`G@Q)~7UC`{Ss=wO^<6+WSnU)}8Wfa8dzLEkBbzrI_ah8`{k>Dz?dF7NrmrDH0=OLu0@@#mI z#w9_yGj#oCyGjjjI(Z^&UllAugxB=4io<&kVG zR^Qpm=wOF#d7tt|Wb`4d&z#mz~OMEIXgo05l8wg|Eyv@HWF#XGjahhNzd6vEqjns{&M-_-dxCk3?s zA11Ew#pDPO(CofGf`7oc-}p0cFP}DA_ps0Ys^xka@a5NDQX>+dE1CVaj>djFxG5r2fX={L>xO zL!4rPu~RcBnNZwC`Ck==?U#<)m=7lts!_gV@jyvSs_|}4MdJ-~y@}p%U3q*8`bcKw z8e?M6|1dPb6n&+Un`40`pUF^S;{Qb%^wo`rZ5<-PLW}}HP7r~2-lQHms z=)92mzgI4Q6zr&V*S|Qq0+U4zj{C0Esrit%HscqztG8Fzmsyj6wQ@DoFjtdKe^{iI z@(eY|yGgBRiE>giU9D(&3XrPK5zWbM$6@Ye36e1RDUPsKuj&AePj@m=^Rb}_xA|zV znD{{lgOLdcAM&g)L57#Wy`1F#6GjkTTN#>l$CmpabQIeBt`hDJNnn0gOh!TyHg%I) zj!5#wsd+e?yqGGTCSPg7OzSxL+p5io@Gkn>j+QBRy1w4*o|FtLRm_HoetE!9zg7X-%o5%AuHb2gI*?M${>IQ{oiz9Y!dX zCUuS5?Tqp&T3bNwAZEtdpVbZ{7{0HjQ9hdw_2pS)xT;J|wvRGBaTr*M2ZiKsOg$Lw#)DaYu9+rv5yMw*3dcIL6;BiRPP@;6siv9uXhG)tT{ig^U#pKY zCASSY^Fy29(i1~Lp4gAoO*(mS<5$yHf^8dz8axN+!Ud$EDbLq>G5Dv8J5&#?j8~j? zzzn!1qzg2_pAf7b&ako|#Yof7l7d}9UL#Z!|0!L}5TA9=@x`GkT2Bc<`CE#!|Jtv# zfNT>e5_$R~%>>vkt|A|3h`7l+{Bf5fuuf8HLlfx6Q!?FdvCvOk$(V7xQ64ZhIrM2D z57SkPS<&|^R~u5EF&wR?xjOZW@On~GHKEFeOQXyyGShjWl_GO`aCzO?-(!5XfU|h1 zsib4=V|fL`tZr zttHzfBcaA0r5ahDcm2fzoI@#|o&I7?8iwy2DCH==V4)@Q(5ohR=uM#^rmg|@;*jT( zzpYuYJ*n#z-EM?RO!gPE*N%CYk_a^;H_s^rn?g-u6HZPV(+izK5pM`go>*8=c7XqW z*Li{-f<*qTk88_+_ChWK6 zOd6GRo+~6TdrfqRpDMlwp->0NVi!;ctJa(eN9*2``%Ar5KPo7vH%ZmXDrsEIMfyWx zcFY?kYhH-V8X6(HN_BmykurOhdLvl@6>j#tT+Z_9d(F5XjwAPFQyqRm@IRUv$c1x4 zHxb$DIF|<#@Vip^*CEw7O|NaI7V4r(4WU#Z{c@z5;mRE@RIyQUeG80x*=g85ysb4m>i(Kdul}aHqVIS}E=$94{g%7>= zd|$0gcpqN#2AL!7sr^XvL`$KTr}mL9e{s=u)X&xrGj&q^t`qL7?ZDQuJ4s1(1Syh3 zda=l+28p7uZ9+9XwIJr=eqyjt+>4dRz8qQggm7XYuB{M4Rv)QM@UFIXX@KmI+ctl& zC}~f+=YAt@QE~=9x9SeJ_y&_P*sOZ$GR0z>cE|XI399jU=8|)+5U0CiaRqL@Pp+OW z_@;W#vE5Ojv!KuKecai%+GWeewNnF0O3IiHe+l0o2077bm_6&LWvo8=0<5Wp-|!g3PLi55a`PVZKYU3AyU;|+ad=g6n3b%cbSgjku~Wn zMQp+>znGphQcu=2z$GZ9rx1m=EYo7`W~r}37Taav2Z71rlTeVJ@8l!9{8i?G;rnlW zaOVfje8Fh}`9$GMtOQTrs(z|M*rS`9bH>CeqbD&!IX$Jg0%UBHv8Oo&CDeAel3bXD zxuYjUT{Z*vCNoyK$tFyr+!6abs64W(Beb(Pz?p*7q_@J#)(f#O%b1lERHM8~pS?ej zd_~bI#vB2b1(bsgO5G^ROcrIL#mhh?yr^C;bt{bKazZf&{uc4siA16|3 zJ>k4koyvjv6jXksJ;Hn57qUZU%a<_0La%iPLXBY@u}1VCn5C%#9HmEH=zl)h)1^g1V0z(!o{ZY&J|t z%uzKAAC+LN`pF;S`tFi&hZ)h`#f_*9_l9HAOpoJ7iWYn!)~4|y7|+w;U&;JM2 zPI)wvXqAgJ_fcn-_f{7ZqnZVf{3;^5lK%(@E7h!bjC}Bk=^^v52s8 z8z)YK+tZLbENFn!oeC&mWa}Er&YeWf%qqN>SqC<>ebVo}CW*SSxp_Idi@L-g){_gT z2Khp6da82Vt-UI4bC?DzH;PLI0grs>-V#Fq_W!V2eANi&Y}y$1;6LQ_hmmbyZMm~eLkjPKZntNJGMJ+{?Fh`v=7*n+^q`FXI;^&xWB2nDs^`Y7LFhz9FCTc!DXROORY>cAkO z%;@e+VLo~IWLvpubvqbdU%6!E0Us|D_C?`4WCx3}k z+^AYJVtM#oPly>YwdQ6*D@QtpM+@FK2b^8k^C?*WH`5Ap2z?FplUB_#1tDA4CIt2< zOigdI4VYf+$&^*D7ku0jue*r{_p>zjzIw3r_Z?Dd0)T8IX@m55U>zgDOQM}Xvk4e! z$YseFqGXGC9YatlC%*LFdqq(wAZ%-3YRr|2}G#$uE*vz2imQff2`i)h+ zL{DdoOl@y!c|MtPnJ0#`X)Aup*T{ux7*pPU?2<3;oe{j3<0wzwh7G{_$w#~;U-$v$ z@;U@vSK$w-B$$Cctex3~t&%b$lCY#$(gCe~AkvzD6V(E0b`MalD$s zI8tiau0RKY!=*%HtYdrUW7Kxe~yFzoffvUa|UJr{i zPbNDWV&28&lli+SM>@J`ETgiv3ezeaNk1bkpd6$bPq?sA6%KmhG{+@9a-8z(NMt>H z>Xv!3=2}U@G8jqly-Uk=p7RZ8jFy|}NdXfkQFKwZbH0!RWcQqmjNdB1&jI6(9M}{g z1ppoRG+ar)$walI2^(zF`A<|aFqwC^d#weS4C#E{%A^XXNi=fMu?BK-qDOjKkYDLBq#bw zf=SW+FdJ*LDx6DUK#oKeaA!Z)K^w3(&3DKab55A1CXj`yL3==TuL=rGE27rzVV;vu zW)NzauZU6CkZQr7g|H15SK(-ek!R0H)kUUfMz}1$83^JroP#)bgc! zuL)=`_ly|3UpGuXk~iqU@`7VxzOS$W8V&?k4f@Gk(g*y;gpb;u7yyQ6_3r?K z5Z;KuH^+l~)qbL5ngAkf>nl7$=@OBDKorseQr_B0F?A7NL*2NQYqPHnbh{~=<;VDd zvk7UKZ&bRy!KxKxC_^pdBoe ztRLPkAjdn8%5{xvf6UPY6X%~b4Z0P({8RwTBAd$g0)KDzk2wuIMUyLc{+$^SBgEs0 z0IB6$*jg;91bFU_CpoplG*j_6#9uk}f`$c@PyQvC9 zDb=u8rJM%lSl!`Y>$>^@N1|?{m%*f%1BRPNC_stn3ZYfttxwwRsmu>J!uJCIY0#f| zdTBu#JjR*)p?;b|Z5HkNO=MRe(>6;f3`kHWeWo8^S|k=IQH>)D>Z*4>b|6vV?tjvQ zI34Og6|n%|>>ufGlZ&2fBszA%vwRRK|@TGM0u8YGpprJH* zoDG@@Q3QRUoz>LGs_6U*(kw?;#OfvDd;r}WnWyAle~RJrXj&VNvq zHODw~TjIit1YQnhWm`FN=y+J0DSO(On0k&dTTre7%$(!#sfp=l18p1a@J%Zs3WuWb zIe45u#ND8LUfqV1%nFwngXAdjw!qmzI^KNT-6 z50a12()wE{;OagSU-?APcdTPaQGay`d|87VCYR%=o=iAgJZS)sDN6OYGOrW3e}lnM zI6!x$Qt^!pbWH%E_Zc z^#w@y@{AOcKI$}&Qu4kyZ#AAp9(_X^@f+~ zI{6~sj{~uX!_wwKZlX@-6f-SI)UywEIB*=VLcNCr*RmQe)gT9V?VAyRg4Ps7pBfEF ztKdiCwaRHs*oD#J{zj7mA`x9=LMkDVZSv7lb;HypW1X#u$Xb3$vmvXHYyulkao%J2*mtECPpvl{C$Rp}bW0 z<;TODuo=_YX*4L8Ek2DFDLR`G3D~XvtblxXzgYHfuBjE#8fgM}w~Yf{rvmH(>TY;j7ZVf=mRW({3_s*z6%J!PdHkVGsRb}Kg^v`4WywkX<7ikU%$&_R(rxR zhF1e>E@8mo$*1am8pRj#Qud=C=kZ+`3r?MEp;IFSz&`F}y4xmf_0F?}bw5A_QdXO7 zraAwa@E@m;)74HY<*H=^m8EU*fu#UN>XZGVQI3m9*L`J|%hXO5{>(-CLBn>$QR?v& z6xV9&Di|xVQ(aAe2mt+iBYVe1;7M|PWIbS{SjJ_YC2%{ju+F(N)%YpO$##bE4)`i> zIFY-RmOnQ}LwE3Mou;`1>m7H?N><%8>cpXPDX6XWTue5|b>40L=zv<#eP7v_`*1a` zph1WduhLJJ%~i*HrXe!7&QE0G9?<5O>Rn zU{vQvFPtk<9Psn6y>UpjsB-~CgZuknHy~Wyw*X#`Cy^@$3QWt_ndp}CUdog@Ud>`v z|0p=IgUAjZj7z3aGj)>th&0qs`uF=9$(q_fO=i+LgR+$R;qx@q64}6f*w5d5Q<+h_ zK1QLUd#2ijs(~~j$(v$MXV#3N2Pmm};7H*jJ$D??SgGh7e^5k4E5`uMGS4V`b8P+a zt1dE~!oU@1{}k{7R?)xJ8&g9D&a+>+3>}CBEj{0iC~UBKrc;G=R$K&jbEB@GY(@vg^0u%P37q+1-IqTPb(3W^EAcGnWX;;El@B(7 zFNJ>@R06qBDWc_KL_XP}OQk@X*JcBQwH%8Yu!` zQW4ar%Ahb&e~Oz2=abrcdpen5~=XJH?0 z9|0I?zaics&;xF<>aJM11qTjCo9LAXvG63uVHpN+QLQx#)Rn{^ax()UM5O)l6juRw zcJ(KOVStnRn@a{R0p4bYPvVUP6!ZlWPeB7|Gw7500DfepIW(W~7V2XLY7+u0j&o|j z<-yAM9rlQUY=3{q!&B*;B3T4++6*ePNYliRn*+U~c)vL4%*+Bt7P4--4XR11`XaJ_ zJQcXXzAs6%*;!CIf6unb0>vn!2$94&ArhZ94TAy;y~(PIq@j2mK%NCy(>0q3$ADpt zAF{?u!3vfi?vXnMi1#`Ry)o@w9nj7wv*R~IoO|9o_NxmVX^gTe0wLgp$J?zf!5a|u z*GJ_vE6otG=!0hh%PFY#!;D@P;5U9h#W5VHLsrU>Mgl--ylNFEAP4UGkHtw7fL0Z! zyIMHhlkAIf_62g#@xu+MT=J-#k|8Ci38XEH`O_0XFRxkV)^l*J-DAAT1I7ulXpq@1 zS`F7@f0-(<+Kcr`3R}PqXMG9^0s4uSQM+T+FzB{GPPG=rTTU_dgcpRAGk<~_{vs40{Qn_*R;0&4xi*(^>roOW?j4a59n0t>Kx#@FE-Sml$LEDWC4A3{~`_iG@3 zCl`Vvi9pp?!0qb3edH9%0bC9R00@m%J7$y-tAVGX+lg7lgOw1a$Y1#Op#v+L=aiL> z?S6ga$z$%4KcRt?dg2 zE^$|;h_fp*?>9ewI7f_ICD2ZTzP{61)Q#JLwIyO(pREuoZyuB_5X|>Sg%x)v7eE|F zW46$Cq2Enw@)6_txdsR_g;<^kzxGwPCww#MH{2=ek#48rW zfQ4(FLyu?+nhz{5lG_5rUY~Q82OV5VSAn>3q{vFD&EWDX%OEOWnZ4SLRc z!n}43DySXhUIVV59=e+{F)3^M@F38&XZw_!YfNk_^ z(2;eiA~j{;s(QjUq`x^pjD1yhNTCQiyyMt0Q{hcLkB4|n6#GMVvcnTZqiH=lVT(04 z6xPK~Lj)@BJv;6Nt|h~5u;?vT6#2Qc2%E8#K)G1~Kll7g`s*DdlEI7j4;>62Q1QFuI7Zx_uv=Fr#rSd?BQ1_~B zm@WH>eCqM36V=05{WSwGsE(R{;NTxIY}<}{yQJ*LU$Mn&_sU*9Oma&Y(?KeX-|OtT zo)2-|_s5NM57?7OcVu2JW44Iy{(kaNG7BdAW$Vx>dB0&Sd?;*!MAkm8`Sh!m5h^i1elrwu|&CG&k zL9|`UnOB><-|Cf-O3F2}H|6$C%Q<71>)NYF%L~&B_a8wz+C>LV#A@iI-l}0yl_GMa zh$U0>OqUU->sXs`dBwa8*-m-7bkmHH9ScVwx?5u)EBIe98~UxiT{v5s`s+{jPaAsX8^7nWeg+0+$sE?v??H zys+7v-H7@j-@LXzMN{oM9c8L+{Q;hfLq=T|AI=A2Rg0O|Lv6AM7esHs>w`Jqx<@vU>taq+H z4yC3z75)dm-kW_?k=zYkJY?BEXfpiTr$Nh5bP5;G8Z1e|#~k^Zgl?I?QJ#H5XgQN? zDr&ovtJ=f!aPfUHWZQJka1(oAaFAQmmQX_=Jfs@zn3cBOtCW^vp8*+9EAe(bSJWU};KzB|F4oCa3R_S~879 zN72Qaf~0tx#kZuEidTMbu3BRnC#JpEtTAqmwaR|tqJ8dWmcj5W*lwEEpY7ibNI%ZL z!=~6J^N;Htm6NxM_PMX!{+aMu=@aK^Z0o~WYs=t>eK7+sWyw_{Do4g`Iz7*wrP{p1 zJ|>DATYvG2hYtx`%QE5`dF~8wxfmUld(*W1DhZonXcgm{(#R8mjki-M)*OP+nFcF4CignKbL}q?S@mJ)>VemnLin?5@(FsD!S+vH%d)!;yF)C1qWjZi zdC$wLzt{cr7~L~qA`^PSdSJQe@X#d@*`WP@f#0bZ!aqN<)tGE)$t5Cvax=A&Cp%Zz zFeAE=XJsP)WXcns%s%{yqBffhaZOLUd0pFTGDu+(q`;9L# zgkNosBunL}oLJ?g9IqYd(&je z&jeB<&!ua^Z_R+9I5WR(7`sc?ur^{2GjnXC_=5Fe8%XXB@S7@i*=IbSaIW=u)Ex@1 z_2GACzvH(a1z*^5g94E1{+Q(uC=*2Y{&ktgEmsn;`ur)lzD{q$NXa$~f5VXhDqI?l z*ldS*F1j-^n>?aY4U~g{dzo39tg9^h$X%D}W zj8IZV{sn8JPy!EBxw}Gjxj;&GSFTx)X1@F(0`2yl_RrUDY)k^fus*g)Gy-WR*9JJ! zv`pudm0uNW8lKgM+_DTlcre;H1mMm@LOm9qJ=FPf`HF0isn8S7`mS0&E7b;qo>PSa znnU>0-!A_8rXU;S^$OW2Vtshg8{<9(xfs~h`$a*v0YX`A;;WM{BRc$*fPH+)y*~Ml zWpJfS^kL3QZiG@d)PUXPlxvBNJjdWWA;5DgGg2o8FUSTpFSd+I013IqPCdXq+%4p- zKR5E+#-gX@2Zc{OpJ;UeTJ9rHG2~<$91SatWVFU17p0a4Zr*ACaL@+143?;Rn4SnE z9KOfDh0;lN3!epEnsS~>LTq6GszMUg@0#7D_C!D0L*-AwJn=y>WA z)BNU(aVk3KS0a}8<5YQ%f@u6ALVTwe{dk1@jmP-J3BLiYWYMYF4xKGaF3D%+ZtOOZ z?}^5gnhUzMJieF9lxE(9@gEO*_=z6ZmLi%;e}P&(B_~$23R~*>#`99A@zAs-*EcQ5 zdCk`8u6HXYznY@8K8dE@3T07;Q#H}ieVU!}`ya|iN?GeVrkbcszn!}{Q{-VDJ}7)7 zm>Mem9v8kTd9=9-?R%MiP0F_NFW<`n4HN9POwlQW$EQJFK9`NL>n_$@hRFQR);e1f z7I44aEeGGqiuj%1f8TnjEk_i2x)&C$l`D!&zCf>S2NIws)~4@KS}Nd-5?Q|zJU9C6 z^jnG@Qhnm_Qt=Z^ugwfYt3WjM977SLFM&qWRY}=~d+1P1iiovQ#F-;aYnpyD1p%%h z{IOm&JAQ(PbmIc#PD$AywY!>hW6R()+bOci?ZETCo%1;v2;Xt)&tr0DCSH)7L-;dG zXp~#+G7A1h*X@8yWrk;9+6VnYsIPOj9|e=`dUzS!a*kJ>bcX_Dc8!-46r>i$z*GkcMEMg#H*lK^fxY(m%Qy>!yZFA^R1xcet-`A_ z`o@-AX+{`g=)OudV`Fi5Y6yRc9s6O>S=k2j53jxXkolO{%X|GhO`%7csYG}GPuget zO@YCp{}S4C0>Qa79kZ48vnRUqG9Sn>THU&e>971twx;HV;ki3coY~fD19{8-p|`2I z8vl_?U$Kz;k9u?hKE3K&+A}+OkJ@6SE;ZpsZON=m2G~Av1Ru97CmY127rx%eWBl~3 z`F)_?p1>)6?eyxmCIbw5tp0I+ZMdbEL5L~{7O9iKh4=(gjwVaYa_l1eR=Myu6#dKXvK0G0dn zB{m{!P#CL$YCa`*E9eYs(~25&$PJ+)P8fkKKEE7Xmlnn^e?hHD@h*1h zdP8cpX)#S%w-pThoH6s_ifAoHwEU%m{hIyq^G;8xr{rwA5J@X;c3bj&$K%*>ZB)_J zo##fnzwsnQ?>~QN`ZBvElPPIV0C3m3%-yPAg}s(TpDAq@*-UJO4M5?V=Iy#-iP>sJ z>3T`VBdl*c!(u~6m;tguyK8)3pD}Acvq$=yvdkFdPt@L&7B}VXClbrQc2#1pebN=w z{N549AKH58(F-ZK>@G}?oD)Dpbdq`ZF*&rz>q^f4#L&qp@3GgqPy{EiO$GCxMnLZG zyV|6kh@HqOkb9>E+|^K?CS#5Hlxce>tC2@q;ErOfe3`B*C4}F6;Ed#{zV5xt;!QY> zF6&>jN97zHS5e$GqSl9#O{py4CA)L`>*hlE$CR0&n*eJpm{eFY_S%j5F}r!tn!dOr z0Ee9z6>~Ve4tz=8Q&l)e)Y|7JW?@cAcGruOxcZ}Vdpn6&YycmQJ@j@B5QV3KBlqaH z1~b}>P3ABL9lJ(+o+IOzAf=WA0EexJr!dW>r@yRcDXelv)_Wb(=JI)E-wiQpCWThu!&n4iIm4tx!0 znhdH*UFVitC>=BgkeuC|jJl1$rraiUfdtUYhuDVs^+MYUVwC{eNXh@D*P4iZtST3A zCVUR_Xew1Rgr6Q~Tidt_sF_dT^(6B#z;2Y>ZqFxTuL(Tfn+b*mu@12ora`J7cUh@f z1N~%J*Wy3a0Pcp1%|;}0*btr5o+)w?b^Sb` zAm^R>?A-=a1xh?P@~%}KulSB_!`cV^{^Nun5>n4*88`~AKxMJ0L#0bb$o{h*HTM~r7>vx zuUm*AmA?js7oYlCGU|CkUF8@+vmasWRKUuii%+f50OzdBXOvA91aOdJ2LHV#(*!2B%Ll@M(ylnk(Q7ceL-n(QcP1WtJyd zfehDeS=Z6X^EUoz`YhOJkE(CNfOZ{9J^?rxoy;>mk<@%{r5o_$*>se}- z{dzwgiulXglIw(=Pw|XayNrmzI&)q;!s$!20qCo4xf2d-IZM<|MK$E^03aFWpFmnrz#dTz6ow=F;2dndgGf+?V#|UsrVOC4^qO5 z2ZT+FzB(BwL~$=9!taH?MSNEBJO69UzjGnVy5X_p$U@ZlnEJ7}Lft0zOKlME=O=CJ zDwO;TlvGyK@3wz%k|K)+hVUORa+Bq(`?{BTkw2hk*(y^&AH2kYZhD z43vaKKJ!<=JOkq+j$6l%$>l26aSBlUjoGnRY%plu;chj@F=#J}=VK&>#TkL~ywQGC@Vtlb}+%IlQP1LP92@U@M5fl~3w9i}PrV^_=}E*!Uyt zCvZXsN~8cV!JGF}p5cu=z3)~~m`0w%tiyEv5Pq&uxY}i#<+GjO<0r-C{YtJ+I>*la z2yqABDcKc*_y!_F+p13|T-lE(t;V?%yBPXt3UD6doh#8zfcSaJjXh;O;yPF`4X8r) zy*$0Vt$LnPA5By1jg~qJuNv%zUVE&eWWp3a!K&1hWOw2CbTuU6wse~g=CLM? znW-0;M+JMJPJxrGH*L?vGPVuK))xD3tVvkLExMg)t*Ear^78E*bKh>qNKNs)b@F=n zz4=Omacj&Z$~x)Vrt97Pr}=FLialhl`S@*&w9XsW>UNH4QM>^Z@$O>*B9pzFe*RYw z|G<8$r&dWjR3hF45g~S^A>vTb-Lmg|)8)&ZpEI&2o2kuLb|pSp(gWPiK%RB=a_0v( zm%Var%~yh2@px64%bjQPDc;PP9%#to*g7MKKN`A-p@WjZ_NRQ%3b=jvXOb5%y;Z&> z2!c>q~X07A??qkAs0S#c{5z&zPXHdFQxQ8hG!rBpb7d<6}{D{GzeMM zATlRo?+dJ}x?!ZOGd(xu;^a)rZtxFNRI;?<#8RU-S=3k!tM8j+c*O17G@=V8`)hJr zlXS!^?vaq)@#(`H1h}o+tIy<+rzYO~+9J)Ty{?@x@OzIA&jy4XvtotDJ&#k?)5tp1 z(-8xopFCmhkqf}z89sTRe#`OIk2h^NvD7QGvt6wayg%NRws55Rwx;>cn~MSBW7J0y zcDZf)3gfQpHH`_`R0xGS;&e7-TSfGu^|BgIPbD@DK0bIUPD4*)B@zub3$tGrO{InpmYTHrn`lJ2MPCh?6Ti!KAgWOIM)$Vpxw{)kZylFy zH8lszXUK2h{0{AW4_WMD>6G&IW^!JxTQp4jr94|8f{)=s|+{V}iKf_X0{7JHb8VJBb9Sda= z^U8KH0)gVmXW1Kd5W$*i_hE7voaK4FmuBM+RR;>nSFucy&L^fVgfLr4T-#o(?o>t~ zxjt;xlCSPUUm8Z>4xCg@W|5ylEu@x5$pMlfm^Ko^&HuD9A)cN1ghJC zD%TIsm7-7I;_83gibd1Ey6E{+#v;HazcC}1H)bT}hea^S2y~YGDJ&~sH}nO6x7ftY zVDYhRA^@+ZDY5m#-3SmIn|mB?+3e=}qpNT$jiLZs(IFkl`4YViIH5WL3t8Dc0?O1N z>s|LH2sq|-x@}Mk25zZ8b|B~tLC221Re6d%Z^5}J!uJ~QNiXQ*C)Nw7li4k*K2XCt zOJlr^^`I;<1vNAPD}X$g-UE|jkMjjOU!=ApNx#%E|9yKlJHtmgw^G_NLx`uAXC2q(;jh~O%^+5kS3t(^~hDV0V)Q;e+ogv9KaF>UDOycHVGKYtuJEEs*giCV};ltzG`19`!Q)5jc8wA`cn3E(n#IUyckBnCFO7%M<1ynV74 zz*Hs)aPvX{Lp6ZND^m-?N{+37B`E7gu=K)oxCf~?;V-QR5c`zZ)I@=1?N+YLN9qmE z=B{7@>F7*rF|z~+xo`;GEy{ZSq_jBWJrcwChv;9b!4Nn_EYKIgVo+>;Z@S6a-c5|` z@VM3l?qljgc1wGK?l7*ntNUUi&!ZWOyCxt`BB2ofsRm(nXPw0s#U<(vB)FlG8U28b zD7H}s2AE<04yHXHq07l#gUUqxD=p%yX^t!2mQ=QHu|+eF+K<{vK%bKTN%{W;H5b{e z9ww<#Vp0A%xM;iC%$vG$lC0H-1twHD$r}NL2#FQ1t$3@5T5AfVU@+Za85XYrz)|`K z0{Ouq;e~_eCE)WF-)%;(z)i{B&2`Z;bP?;lEwuV0L?19^R7^vtAz&3ne0TYYiMrXN z2aLsF;=xV9anlmR^gW$h2ZRhhmG5xGbV!UaCnsw}fz;Fu*8--CUE~6qTe3uOEtqS} zw|&n9R195_oRxUC;7)}-Pk~^#aV-=|6-LR}1x7Z(Ykv!w@%WS%;K6Zu^+@2dn2#9G zfEWcz-rN8h15}bL=OVzjeZlW{lNkM?oYe+nRY1^gvc3)NUoE21!X3GYJ>D{}GFi{Z z<-vM$$v=3{Gp#i<^pS$d4GGf?8@<5_Q#K-bo=Ej%7QCo`Gg+yHD~45bc|K!|tvw^4 zuVMOpYu_^?dAq;j>2`4y&4c=KvMvCGJ)@ep8WE1(wdZZr`ngOsq-iihHt{?LNIDsE zhTz(ajNxx+=nCh$ZOHCj^>(cZPS6EHwcGFVGrJYDI^1!Y zJ(lweeGdq~)ld3;xe;7(jOGUcK>QKxk9NF$2Oo;xBwYFq<T`vhb_})iiBYGZ4 z;IulJy&j-+j1i)vJ0oZCk;u=((*%V)XW1YXV5rhqaDj(0iQg4g(K2Sq7`i6oEq79b zurO|9zk-npF+G2RZiFPu$0^WrqzLH*Lil%Yb9W67;CdU^2>_A*>Sh=B9DxyTX3P1` z0EfEa0;d*U-fRhg0{2nNmJ&1oeAKyyM_BTPL55Grpg;cPI!L{tQjpRYybJ>I;N zo+Re^9B|n`;u}c>3_jEH+FlMoikv*+%(w$V9QI>t;GYiE1g$F+(6x%3uEznn%PKjq zyY|7lUiXj$g?A@?IFL=fr9z60BZS(koo&Et;?{$E!?-nbMYk+2_;+);BgUZCpci5} zdn-pf@usdoK)l$@_Pup?CfH=Yxg!K&OvA?;`=a!2%t}%5uq!sg3KqYku@S(%WS540sz_#ia4l(7ofL`aZD?iFv=a>Ti2mr zqI?UQiTlX%_6^y0vgtguL074l@!)B2L7ioJNE84cS-UA)h3zeFQ9eLCYsKl_C=NGs zC5<;uM`=pAyf?Vu)|%@ErOx5jwR)-!j$Y)0AtpZrti<%=4fyiteZqi9 zpKjWg9S^8)Du=MP`6a)E$a&S86mGv|Y~vOH>zq^>lAp8N-U|2{erkYyEdIk?mIs<% zdUF4d8Srx9=9~BnHS?YCt^2ILPAOlo1GEk;Y}{B-aQ9=`0+WCD{a?vpV(DIBfoPuB zJ!64LPRZLc8rpV@WhvqDn_=qrV@V+nvrB%ft;tyqAW_SQIj%8{{y_{t1qYM4t}nm= zC<#+p^Y|W_U!L|3B1B-q=C-|;MHoKXZTBFYpifX}k-FgbG>}N}hq8n{ZF&O!$ILwa zyiaR1o;OIi)kuoG&8oCBr}I2X&Zx2q)cvIbhthK1DRO&yhE*rx&6!lN{m#udv&JEvqntNYudz-P@E=t@)3bTLmbl;v?%{h9SGOs@W0<#+bp9SnD(BMWx|jLmB4 zB7dO_PR`Uk;@BPm4VkH{$rPSNW8uMEQskT>E-hz!aGDiz?&onZHd@H)Ypk8t@OX|1 z)5|uUk%>a5H&!&b6e2r!HJ#CXzfc1vtEZ{L3;CT3U}}y*OM0oM?oWFQy8s8fM(0+( zE@XS$5!-`>v)EKl#T6xTo6ZQ|HvzNEqimn6W3Ci+z4q(@uQss~f|_1o9S1btPUu1z zi<7w{m)QG)LCLh*M?nRmB*pnOleuu22>=m1WUdgSVS*KAC9?BMNgvy3%lB5PTxtp1@SbUUKGvB{sUJWDo)>2m#8|TPfv2 zr0E3o3erPN0Cr)2-}N4&Tp_-J%A{w{6i~xUWpVGw0Vz82WOxCbrQwgR?j^qf;RdAh zC4VqV&VO=>G0^he#qq?YU|ptTH_K_ke9aO9g}{x+9!nCnl>y_j1|JSl$$<4ySV<~R z2dxUkCy-==Dn2MAaYrJ)cl;^=*2k1-35OKf;6E(fl=L@f&>(tE_XF_Jrb2!L+||t3 zF{(v72HFFs==%k$J4AN3vtrbM z!j%3YXHvQ3r_?|7?#Kog`K-!7EC5c1&5eTT?#K-2+GK~q z0BjO)`IQeqH1=fvEqqDD9w-1=%KtY65-u{b@+i1C+Sp1kXm{(LiaSjbS8YIi*YjR+L zNwl;<7Lpei$0!1ASFy{Sw{m6_mbeU{Nn9P+WQAT3y)P6HYnGk73%_R_fB*j?85n%3 zE%4qxw_SZ40t^^o*W!r}L_$T}H$o$O_H8(lJ5rvI1}UEy*&t@z@TM;^abpRWj~BEo zC!>#TGE-X=O}0A#am3ZzeygxY&XJo$re*7b=?I*ABa>ZZ~z-~Zm+WmV5a19cQWL`Y4|1A)fn?jZ>L5gbiHeCWG@fyF2 z#V{^K5f;#JlO^`S|FG?q_2ztuy0TKpc!D751>1gl3usG?iUL_&u@SSl&=L@yS?%QX zIcFT6Pj04HdtkOgmHlAHuOT^`7Xw9TI2WR;CA3eDkh^rrjxF^UatN7zT!}!!8$d;5sS6HieEQ0R1?BeGjq%mpiEsrmzE01;_7T()0%8`gTaN z;C0d(xUEPKb?H{tHW^G|lz-3tl(6Hv`?Eo-3K!KDl(0gpV`#AeUG9}Aslf*a`Mg%% zmaArkYMBCDDQ@d;+Xq}*J%32eR1l`9Bb<^$V7w9`pRB(iiWPWy%XPt8KUX+mfHxLnK$-MuXb5Teoz}5&yS0Bg#1W3FD<+_5mDD!w&L6LIv zYkLORSFg1^T$32&7|&psA!i1`FPc(zY;;EZl+$;$`j`BU6)w)DAbd3+-ig5g6gs91 zFZKlOD0{_vHz#}-e8@n&GdL1t17%1Xo41b@>6dx}r6aJLEM8#X6LRCN0!< zBDyGOX~{v@fkhbzF86T;Z<7rEG60JpHsjT%6-S0_@a0PjTN7C1kjdqW>uqmen1DrZ zFvrQCd{rYo2*0~#V~W71{D|T+K$AR8f%7Rm1gnvqJS1QPq(ycjlME0h^_7&)Z*DYw zf8}R;t5iS$N*Jo7t}~O}W13`cF9#|&UrN*!4L~D)(DG?75XB|@eRH9MV(uwxJHrU( z<~%?yq!o_?!CfU-DG~etu_y3en*vDA)ymQaByUi>KI}->_ygE7uKkCZ0$4?=Om9jf za8(cSi|n_83jL5+D}g&w+U@Y>Z5E{8=RpHTJp>om7JMj1|2~z&O;&DaA+f5Co8f2# z$ceFwLkP0~v$TXF;}k&bj*}u-SAphqo?#g%tFlz~!GjWucCpG);QnKgMQrTfTr~G! z;_ZPh=rv(r!;Lx-Pw>lQVt$m`eUo5HO=~0JbifVORQ#KOE@9uXY9)g!R(i`@nGd}6 zw7gAa4gl^pYwa!vF^G%bCgbNI%$9p~DN}&Sr6q08evyGpj+%C;`WE=PXdPpq*thM& zqy~dhlxOjQMAwq#9t>*XA`=v#)KGjGJL3U`kc`%DD$0v4}e(3pNf zk_D_n%rM!>EFQ$$DTTUQ*)j;>%&qp)`N)ZSLheu`SIq(&U!9Wc&7HAyvC2& zv@YKOZd1q~bll|eEow{JtgT&(YBJ%ET}gXQ=d$!Aq$YNhtbr=vJKWa^P$x!AQgW?; zPBp#q16UlooxZm}K3T8pDBp0d<&ZwF_OAnhq`%r6{Mk8Xzs4KJ&tm2q0|fW?&oKg!J_?`H1;HdPF}X`Y1{>N3 zs`&v&?}%}Pf(A4>u#VzN{HZv2Ql^@gE0EI#zbTMc@-B)dY%}LJiYM&DAi(C2ZW7c0 z6D!S&1jt+8z(Psu(iE(PeD%>f-~f)0z8<5%1+KD}9r{!z3)Z|a&9QI1AN%7)P*#@a zr^wR`aI7P$x9!3~c9&SNkt0_Fv1+bq*$iNC*^TJ&4X$I)A{_vEI(D@i)d#Rf+rGU3 z_-#|G+F2S2@HWc)4EQ*AQTe5J=fuc4{RwK^jiF2?W!F+E0Oso35cqOKnfU)5v>K;= zN7)S%dc8^Ddwm^ids$k0eT?vWe)4*~!Si~4@bWr-jf(%*mtnsZ!B@OI+iK}(a+e0j zbmsP%`Qdub1NjN6NQspxd@-TI(;FA#q2*761=whxY*|>&)hcK_Ud#C%csejb3 zQB(i5ZSQU4Z7=%5Ul>*1-8ZequC_LodIjJK+Em4B za#~WiEl>T##N2;|Gg@5nu2ZNe#o%&UlR z^M?Udg7*|^H?{krke`^*<$AMhFuh)<1#ESfXBCEm;hSz$THCXIWAWJzO{=H&^DiE+ z$V&SZ<}S`cz3yBH_^0m~*2;|NP0S(;GiJI&UQ|}6?qvkKV0wGOmshc|lN8v^O_Jj* zGF%cZPE~G`0v<+3JJvWvG9n)GuT?wq&^$h1B>M>y6(t7jEhgrUJY~g;D_lc%9#r7u z&9P&otzJ`6Nn!t`RhvzdRo**`KXO#RN46CxdCHel&mRhKKr$0`@ZQCqU7AGK_?AQ0 zTl3oup{e`y5#EE27CAPfkal5G`KXaln(Av^`FbOhLq|aA7BRE0Cheb~W4rhwUUB2P zGbBzAjkLb&-sj!zz|GiYkHpWqXL!oaA1=S868A#(Pfb~}bI^T_V!|XGkf__GCJ$pF zyIHOpIaiSpKG#~XdzGMXZ^~rHKTAErUOfv}oeqLnmG822MP^vexq{HclVY`=ov(|8 zTo>U%bR%ND|Ay@@yLCmbf3+I#;#r+F(M4B*bq1-#6Yq%q!n``AL#uQ1lln?UDRmDK zxhIbu`4thbXSWWAokH!5V?QLJkl@H?*R+H^+n@T#15x#ZNeLP(`{obTpMOcWH7h=C zv)UB%W5v63t3#Dpy0dUz=%7xe80>d?ZAt5$`c@37`Be;sRk41&sKmdrVW*3K4%Pl= zkd|Tc&P|a^lAZL{(ni!`mQ&IfWq8UE;;CGlorP7Wi}mbb*0hvN11+UUi@*ip=!^3@ z5*uk#o-=8!#D&f(p5<}hdSGsN*)2j{KN5L(n5FE%*?4alY_BQxmizo%w|GTTP?J9N zXQ#ee!>??o)_XM@o!3j3zJ0p?omdQsMX=8b{ys(b&TD!js@q#`L_TYNua`&#=v)65>3p>|dbs+y_TDeNp5`rrFsmPd{_tEbWMm$(VYI1C-GY$1J62)pcvhSEXD ziW{u+e=aw7dM0#^E;=gz`3~t$6%w7bE5-a_Uy@8#UXa(b-0~pSqVmQ+(W}t!R?Z@L zxv2A;{m^cJtu3{D{B+KbITprOrV{I{9H6exUG-Oo-CTTKI%QD%siwv8++v`l6Io^P z=X^6+Yr;F;tD9dLmc?`JKga0Cy9?S^I%M^*sl{{RLyqbDG&dI9QF5dPq_7j}+>e)lp;yaht z9sRobk=Uzib{fCIRZ;VkWF-=7$?cyjhBy-AP!oIQaa-Bd9NVmTci0NMmj62j_{`Id zVsi#}%O^dt&)0}cp?>Han#~9dnlb69198YCt|4Ct3_^?vWR^aGho0eQU&hBgy{lXeCnw z_LDC=><}TE__=m$hQM03sfp^e;4ci4i0^`Q36jk^_G&yzs2F?W z!}`ME0)dD3PUhC<3(;LI=z$F_BcW#C*B2AwYZ*)+l=7-t#WwJB;H4+4V*Dqy4MQX?imAi+iQ6Z7p=eD8nYgaQz9b^l<@*fbI z-Krd_9Q<0M=&Mkf(z%SmDucQCFshNEQiK0rI~=6tht9bgKRbTk_GS(-z%w@xQ_-0o_#5`)&+veJMQeuQ5g;UC`7LM?g~*lj!-pM31_%HE>>?NH%4 zOEZ4ACAfavC&@p(h8FQFEyDpm_W2&&`Cc`fzZK7T!r+d*?8%qQTLUlST{bW8du$Jr zruET?w$=(2ZxX)n&;CXs$O7(!R)5!@YCIij{;phcc-$~AnqE&i%WiRnp|qu6So@Z- zIPTE@Nu3j88sQH6U*NwF{rD%?Nk2U!z{wj*ix%S0N!nz*g=!M2=V=|YXVw1ZAzi=q zD&K~hDQh3Q^7(7YFw5)(EveRC)qAR?*)I4b<+K0TU5Nz5-}Z|*fM@ww-vFR*&J14c5;gA_5~^-w!Oo7STDehA*|lAz(R43 z$Mexn4gD$BLp4#h(O;#;qV)(r)4yiiCaO>HL@7gDdW2J?%X8S{xp= z7vq-IWBW!6*rZjM^vJ5(mAX`Fs1&waV>xa%kR(R64o}UZ?!dq0CA-S`pJ>_*R3ztw zZ0K0(!g4T5^=S{4jwjctwQdM3yANX4nN3Yg1=3dj`DRwR)qFLd;yj5FvY(c%>mGkU(-Tn(*-0GCzadvKJv;7k&_;wepRKi4<9lY}3@r;57OD zaas{J7hfK4?TN*=@3zbP-fR)}h-bJ5nq@8#To-Kf!Nsk`2Z+R$4m`$&5LgVYa8R3n zTjrpg%Z^jReyUG#iIuAzRX6)hPg8DWSZdWOqpW$u5KqV?W< z20EV(36@aX(NE{BhXvBGe3enC<(_oj<>F_R=UqEWE7GMV1ewnANisp^0*Q^2>yubt zO%*F+$f=JC)pmm(#_oI-FQeS4o+31#RjQjoeFI+HFGWy*FSD44WI)7$Tna40Dxz)w~4lPbb?C^yB)c@P_nCOCC;b%aq!sEVPRd(Zt zlVa>OH(Ul-NuV%lN$KTJ`WhsedTyGOs5n`puWUxAidy|E0*phH$XNf12Rhx0I=4vW zZmjoSdN_?cV2>i&jpPxVFG3K16|+Iv8|5ntV!^?}$YgT(&QyC^{2Nsf9C49H$EWEr zm$rVdUtE`)KZaBdRpp*MAc}=>1aU9LbciQ47CALxe1hW!xjap%kgd5Z<|bF{N9Bzf z8!T4kU5WFOiuUo!bMQvswooh#mN%~aV{yI`mC>d9!dTfx$@+0>Vx!aW@W{ZoxT=G{ zry|jXY%G?^)-hYDIz?2@MB*u{C4pR}7&h(rqtlwMM6gRvUN)(@1N1C(N$>yDp5??5 z|Dic)tkm7u{H5EB{q>z)Zp4d>erhjwSm0S{RTRWl4$e#=(vbx*IH(>KK`n_&(P@*%l>mM&x+b%%P|zlFLQUVAK3EP4m^loIlCas zn!>7^!*Z@RLdeDjpTrKM?xODPkVPSH@Q-R7?xN!FqU=%5h%T0@kbDIH617z~M+uRN zgc+iL^}f%q85OW7y<2Qu!meOfUlq*Cl|yhKYW76TM4W$4ojzZd&iP=sCfTa&a>^_3 z(j2u-)Ov0XDZ%?y-8*n>0CoJVXKY@Y5aoRlkA|AJPPt6FlS^}EchXSML)@Mf1$x01 z@#3+d2yU3RUCeyO)PKwilk5v9f7gVER!g}nS`^afwJGze?97*EoB1^IXJpbLn(aqQ zRZ8RbELh_9j#<#{MjCp)3YY^!l>WMg1P?QIC)=Jvwx1|9m3pe5z4RE5DXqJt)Q9qV?ssD(muNm>tg|3Bi`Z-?6Z%UU zQB(<+$c7h*aGtoaJ)w8Av^`qn)z~HVlipG2xUM%e4H709{HMVxT?UTC(PTct5x7}n z|Cy495i_knTJ`NZj^XH(F7B&Uh6?NCKCY|X2B&}Pa@pVic(ED%FXZHpUMGXCsua`i z-q@~!%FUofs#XnJf7f~_i+*AgjKQ5Tj8Q!-QlZr z6>Wx;FUKvr=fOr{#^#M>bD&lGt7lq+xH|UTIkPCMtfMZ&4u+G~=&m9G;&4Leot=*9 zUHMDx>Jr=+Ww8(Nz;Slo=`q~QY#C8AhNzY$o}@xyNKca1J9?aDZk$SRaH;tb)3=&O zw=bKaD3BXv62?t0|L3Vjg9pAd-tJZasgj?vzxS;QKI^b&nmClC{E;T32b@W(%#1<6RN_g5E3_ z%~=9;YJmZPami!$Mfex8r}UJkySS8kyo&(I<@yH_2q_e=2*i=iX69Xf)Tuum zq)eq=uP^Km*9Q4%q;?#4qC$T-+3sA)DyKgQ;Y*IFx#twht!t*{W3)Yf4WlA1YN>Z% zoOv#Q8PUffd-}_+IFdmsiQwL1H}jJLi79R!naXaH#yhgE2E(!^$}KIpQ5h6npe~9#Qk;y!8WbrStCT-&QIFFr zLwydyV$|Bx(Uz60#Ks&#!$csgoatmo`pwWMoNBfL&#oKhdopMQ;q;?Cn?+xk`RSs} zC?Do1C<%i}P9-l)sCGBz0NtjbZrfy~`Du5+n@C;Kd~8>ok|L*Op)Pvfv803(XT*W= zR@~bB)PN5*)DMDfjL)E66+H&6Zr6Cu8kJYo>b5SYq3}cSEw^=f2D!Wq_#vaoW`vba z_?)J1ZXqyc1REnV(^%GLMXwQbtZ?w+)=}>NMz=J?-K&O3u11ierrEe;ZP%JxiJwjk z*6%D@qs-;SysPjWkTg{Gq$mHCWs@L>!-v{p8{ddyXjDI1w$$CM%(C;P<)gI5e`RkQ zcA2~$@P=3Cl6Ai|cRRCLdpT0|;DjG7bx=Fv5OhqN$*)>pHmeY_!AP~VcK)w&-QSC= z%yM;0X0vtZ0_&6(?1f){ot}dKWi%t9YQw_a`lzYYM*RwG2}(Z}aLnl9jvZv!;2e|`clQ_R-Q)>z6ILb?ZPVkL73BL z%5H#jTTGsFm8F%mNn?RWRaS1R^}MSTB3(YYBi6@ImVPo`yQs^V5vKZ3o9k7Vz6<|T zN+}H|1K#-2iPEg~Kl#s3k39}U+-)e|mjnbfs~0VAmR$eO5VcuweJ_KR>{_8VHH#63IP$24Se zvc9~?-^w1kMuA4=T<>0J=9Z#^m9upYxrX#6FOHqX`>!N!9h_17wo00JDd=7fIyCMx&)#PJhpe zki;y_xTIZp5{_gn>(PE6aFlHOE1@ci2t0BwLm|#4Se3KeaI$LGALg1b`4PE3>i{6ngfm z2anTv*q7E52=Q395d*m_xSnMwHImCzu(?^4kR-`h6>Ok!7 zYMfwWtmaQf9W(X_c{X{56EnF0wd}DW#^o#K_l!D<6$`RNiA_8dT(Z{<`Lu_p!50mz!fwjp;kE%w&(;o=(0JHm|H~nj>A?5)4>6kSag6-_4vn~<$g%Rf|gs<$7s?BszTH~A%e%P2`#q-}^murBO3t$ZvQHc?!jssYXfvpv_% zfgEfk^OGnG6H$rU4b$5#(E&F1t$8|R%!SmbXEiZS`^2Pb!PE5|4zx+6>=~=#wOKdM z^R(W2uar6m$)=|u${7289MXfxhQORIlba>ZrxN0C{+9Lrh3p68wN;ZO2S4i-J6EC| z*)=FvPqm+3j%=E9aC@~yV@qP(F>4)0FL~-Vo0n%b_o9EBd zKEkMr_|H^UgpkF@FIC7oG&*iSm)bO_j31A-+m7aWLx^IVR6avaOvZlRB{arCIW;3t z_NxfmGc_BpxIA&VNOTqxRKI-nGnq?p=^`f~L3w1+z6wf1aBMF|G73csjT?sPNM5gWI57K zw?DR4bta8b6p(Mz`fsxhAr~tqkfrQUTMTF;c%RzVe}}^gwc#S2-)P>Ubu#8CWb~sJ zp{p0ur=DFZ>pK~3f|S74|No)z14B&reiQiSclxUZS*sLkc82oNUH#qSDM@OSl=9R!OxK zufZK+#Sv^vx#D~a3_iuARceWtto~@owr(`$fggENly!f6#&4ISe7vKTeiANu3AeEc zF(>9^1aV`jC_+;*sc3`LY~MW+N!xE>cK@=fmk#T0R%e|&>1Fg?X{5rpIXSmmzFk~+ zqW1~rHft`ao<$R4dA*#z2{c{S^0KqP<2v@@K58p}bl2QCbC_wJi@OIKNV|E84!d1v zuYW7uavX@SCbi?Unk!oNOn_JDYI)~dm`m*6v5Fr-)!D9=7Dw(9c<0}gO;nG5)R&PBwzM|cNonO~ zPaHLctlX@8x@z2M$H+li#HwX#{q(bSNOMn__l8{BsSOI6VM#9Tl$Swwc-)V7pdl0I z1Szbm0~LEBUUN=C_q*E&8iq=S)4%zk_}ApG+2qPQ3#hYKO%UuQJcn)$scW7yDLw>y zXj1<2c6iDe3wJw_MrI5V4(N$1-|UcP71TY;dKsOE1_!qeDdud2VviJM!j(do#>Hqw zFI&3)*hn2>;9{!`zdalh@`C5BdOXxlLyIVI!OIpQszSi~W zM>fXXU}t=p{i6aOVW+P9nRkF=??ap{&tSWa&h$|L)L%m>>sN*S7d7^)$q&A@XAxP} zDs9!_)#*jqKMqf}4zJX1VpqoKYMi@VZyf}k*tTug`U{YOe9b>vI9;62^`Gz@vUk#E zOK<~ej>~Gyt**oJ6n8_nQYWJKP71%_%+eG$%nDrH1rynixNIZy&ZIrATn44Gnj%Qm z1UGaqL$j2DKZ#V-<|7&?!F5dBjXTC8rhTzb3O# z^`-CjSEW4{W+UQYk6#HTmqNHD)7vKnJvX?2P;z@wi||=Jubg%C5HxVyR+Yhyn^D)6 zBooDsb5NU`FwztS+s7l$I@l|h&mM9<79E)sm1So)mN}ZW{VptwcFmQesk-a7og*xm zc(gKK)|L`YrLkBnPcE$CkwuMjkfhO5CLH|=mrEhp7>;53?4Y6ksnTzHzwt4v)z9@Z zSWt30%l(GhS&;2ol!h7U{t_YooZ*_kt5J`__(b+DjNZ40G>u#?ygom-N4$o)=RZ@j z()r6Yg4KPYAln>Hp49%Dl3k*s{12qv>>f=P7QQt-i>%wM87@MsrJfQhottsfjO9dG zrXCZx6ruzP3yLuA=jPBVW)<_Rt2d;xD^YXNMMmy!v?jzu+<%ko&Lmv>U>d7_Q;YUI>}C)oyreD` zq?tU^bAPC^DOep|`jVh>hltW=A$o4}Evk>|xIR2F`-TWv-P;f+`+w4QrUMmO*x+MG zYjKyFPHqoKI&XBc4YQ7A%tvi6DoVAXj8LySyo;o2QsS5FFOTA{z1nTgHnU9bi*gL1 zeC1P=31PF8ei(g}1Lex2jBNHWrMC()79`Bj9(^SJ*b&V-!EkD!gQf~Qa4>4kWw@NU zA&_N}-?)dCKS8CQ#eEFj4Mbdve62dxXgRiyGJN=I!*^9PlOkqF&^Co;^iXD^jcC;Y z5~z!R)oAGrsl4j%G2Youw@m1TF@ZTsH^=@Qwc5x9w}>xgFF91|Jmp>l~ zU@J%!-U)FBE@T4t8U9q>RYwDmZewls6~%anpNEgaM5`1B`*a< zr9`=`Wu9u!dZ`<&yEUcf`vw}x-l)$yrll#e=vl@S#|!Qe(6uG1sk+yRx|orlFD}R9D5u&~ly4krv$A-t)CHZj3}{^GGDP=+80)8l%jHp z#9K_EmIyLqcrxNe}WT1g`1;V!1vVk2#CjwFjiFs%@5_a&BFnG-H-F5Y>4S#$T2yOl7k{{_ zimvuNQt7A7hQ4SP*9jGi*mL-*J)?{qInfNFs!?j=(ucFv9!sdq)s!(+BrpE`#t`QK zp)iXgttv`Rg7gnyFer$a%A;K#W{B)ATSS*~Je9|N2PRAtS~M=AO*|Kx?V_e=mzuMP zUpVB6x40gO2tLVo$+og#ejhZfUUkzTZt-*N=Zq$>;WbPB_x51VR>r@pvwu(8|6cAs zK}|${$2K5}31aUzYfMgGnwAfuv0+DpMOPs-pk)tX?m42^7c?UMMY*In1va@zkD)&K z0axKmBaSa(zb{sW};cm8W1$W)Z^nlm9#BehyKU zhU`$WeE16{$>lSl-tyryHOb^SopIc>A7@})YoqCyZl{S+!j4ZQwE!@)Qa$DGe7Y(yME6!vivi>F$Y7{%l!YT(sSA@0qS(lgNLq6dQ28j{EJwj*U!Gp4AH(KFBwDW-^-r*rG)(DK}QAy4mk;3#Qob>H`1 z6%kf!t0w zP-DI-M=~rLc*4MNA*ZzP=Z}B21kqmXx`kbVudu=~|9DHIfR6BG2tmbUNu@^f(GLNG zTy-wA;HHRNB=H=Y4@b7=%f#Y2vn{tsXH5cTJ2e=DhGh{SZ8~?he}2wb`LPM#5Qmtk zykE-f&vUWx#rou)x>;}rzTgaTB<@x%XfZ_?=|iNHcKGF>5+OU(4z<}7!_65pA4|3F54S7_iA>&xzD7quQayedX$V6 z8Wt;U%%B(75M_S2==^An7VMF{eTc(IqmQkC;~pPrrrK4YroC7FE1fi9j*({k%O@Bk z9zQl>F{=EfaElNY3D_3;D7D6(%S8xn@Ps${+BT_}M8MBrm=oM89taI1;}c;mPTYw5 zW5-P%W{vnR0< ztW*_HGhluFQ9~RvqyDq@8c$wbQkk*Fe)h+wCD)eWVaBB>hosq|bWbN9Uro}_HCwgF zAqvw;q_UBa3D(duWvuN9Le>GffnQqFm{Jmlth-@B?T|}DJJ1B$SUGnpzgmzAnjF)~ zM2MYK9=pzWTm<(F`TpSw(8ZwhMJ;=?vqvop7vV%LpS(oO58>PW5<5*S4p<(#tG$>W zcdN)Cis$--PZr;VCk8u^pu2unx^d&TKSXZT`PX|lfP(dUR_*6xcGmaMJP)2}?b|0z zf_GJT^00`QhM2wxQhre_9EdZNj5*e$+0gpaqWp6|*x(LaEJm;uNlIAo8cp&B``c0AKa3u)qa6hUA_8=7bmtqLc z&=ah@bcX8;W5NXgkZ3!M3dLH1Zing_BH`^C{{F+suY^ds*czsfnkt39Ch|=B$6WpJ z_mvk8d@Dgt*qM7@hofpnM5=LCL4iEgX#WPo3&@JqivyK&YTB0@?qA7eYJ!rzzmI*L z?sT|q8N>d%F_~3h=K8(Q_z`RB+W~XQO8z70lJ%!LQ&0kl!Rk}*$SE`{+4R!$uYS^t z-;O0!P(+JMp9)Erm)^npy3ycDH`j$x(SP3R{%w6Wk$4aZg>q?$QAr?qVN`MGv=7F@#Jgd zuHW-#>49sXa#4yE;Wd*HJ&nnyOp0l%O>gTwr%f>!%=FrhJR$_bcrYv0gm+`nxA2BC zopo~xzeMJgTPt#t7vX{5wg zg3HHHnioDld=6&o`oIOD{LYeg!uVkW`^88zqC@kq8FQUjkJ;NlW4(`I}Zk=eRM-Iwa83gXIn@G+(kJZsY*pa$m zmv6w$(VPEECP?{DZpyKSw;*`^0s^-MslgU`n9>(J5KlHs0`17HK(46m{JxwFJx7$% z+3qV=+6#qeW_H!u3A+F%PSyxf?v+Y(uOE|G-!J8HELdZ=!bDCK{ z#XEF#ZljhGFpiV~xv>yHCgYC5Cw$>aB%5~l(z}bl^Q6V~U)$RFcHXbH_qB!V*7wK~ z_jQtGnXOZapD8x2R~C78k=+HojX!2!pmK*L{T6uTft>xcv7lq^3n!~zn-|~KQd=qi z#XT?C>thj?1UFrjz~MtvoU6vT?C($LFYqvru0F|M1TW#bVaw|Z9>%{J70&KIj6!`N zc?scuB|o@RHW?Q9H{d~n{5$%!M=de>HRv4~$qOMZj~NfVv7~gHe&_V{nG*a6ZpFiF zRYI>3X8=9_q(a;b~j9z^8;NGXfK>)rf}!BAmQ*&hsp2qwI`fy z=Os=LW$+1l;3w^wmx{HA5!G(@jGZcc5Z*T%VNZ-GTgvCVu(HU91@mikPCmByWCXR{Bd9u4Q~R&p`ff*j*)Kcy z+Le1*_-XEYJa&shV(+y}E_!c_n)DK?G7EE%(PD6t`NA}Bl|Adlb&Pw+rzfe-bM3YH zwR~$@mi%2kK|8tKb-}jO{7+FtMT8tN&KUNbXoiI z&dCoq5>ri5?1Rgq|2v%x`H^?$s?z<}2=2ACJsTZ=<3?a!QZIj>#>|K~x2(c$F3JSh z#SDa&{|;qu`?rBU`2Q%n>bR!9H%tr|z0u7!8cFG9V*~U{3L*#+BL$>H1nCiu1`$N0 zQ5pm!1t~{KPU)6bx*LD{{c}I(d7pF6bKiUJd+y!c398P#i)vcOgv$VAM0!i_tIZ2n zAjMEGOtV$Z?^DJTb#gG=isXU?6id3vb!Ay2Zkm{wEZh*NODVT5B}1$VsK_TV2W;n& zm?u9%kX37}vb;fTp-y6^*8(iDRN_f2Kes=82nkm6jS}=0DIsF{wEf-K%GXG>5n^{} zE^QatHfsI26)IJy(ZoWfb!A*faK%6Rw?1su2wS`VCXXb;VMvqANF&kF$-;e``THNq zkI|yHU8Y1UWwZ~wnnA>3Zq5E8xZRvj$}xOhfNC~#DdM``pYU}hHmFJ+d3JfoTN@z# zv$>-?7wuO5P50D88Dis)`91!2(n|T~jTJHN{CNjPfVjz7d?Wp?K zKU|ikSy@p@IS)XYRUiS^?O6nM8 z^s&(|GIrwY15}{cFz61)+XXmlwWnL8ZHigl2wn{Rov15}$|*|9wq^_6753UzFrGM7 z|FI0Ys(TLoYp+SXl+R#5hS<#=on9BCOkwuY!0$ z;fJ=&cWHCd^V?}2jxAwM@$+Z4v}}utGum-%g-=QQB&u7%UqtJOb13p?&G)`C=p+eL z0e_Q-L+GaLKfNBrBj3|4hpEZtfRqne3S&syT;=!>K7CQ*BbhooE(~|Vlsi5=G@=k| zaLA|280FODma>lH4QOeLUdNLJ8d7-n8mrCN!+F7T#8b>IE=XeLIXcgN~PMbd7A(T9IT>f657SYpX^(8vCU(-ZlCkD{z$Re87=l5qvP)Pxe!~& zyQ=s`H&8^s{k_%cN^^m(cDNw()E7?rH{!5@RuHvbEx1T1qx;t%Yt43O;#ipWuQ_Ci z66*a3r|3QO-y4MRy@?v&=Z`q!Rh@*y`E3Zhrv65%6u;m&$&VTZej><_<#@%%I*RE5?!^O@iLx1bsBX)9+* z%&=7=F*GS^Kz<1%qw z`(m=~49_VwxaeVJE;54ypW8btB;cFTdP6m>8F4{Y8?LrEnT($4IHeUYBDcl3+UAx= za+s{KYsrnOCz3Uaeaz{5#&=CSuWA3(vyJ%YUp+;sdq?@T8K0?sgx`GO`KgyZO*0ct zCm7-1K}!FZn4)_~t>Z4qVR+9l=QimA@jt=V2pEovMWdK+K0bGt9KbYwX6B~Kb*QRXw^Seiimz^s zjO8xiJ2$l`kl0h_yXxMRsiO2C(F$#%RF&+|ucp`n&KF;tJJ4P5t`+aRcGcAozaNu+ z6gU75oq1V>r&fSxC6so1MoR4#u2IbaQr{q&C5uFiapv|4NRC#amEV`JWDog%tm?{B&nE@6`P^isx+`GV)V~r69dTI?~ex!M@OG zBxP>fWmHYCR%;X?uEIveLg&lgVlM9LNHVuVwyrv3G~83IX!?;tt;l1~rcYy`<1u#`wt(;KK4vTNgkc^vJU=J%qcho)a7`faL#hVyuv zPOK~G=&QOC*SVBGoZMG6JZWuBK1`+Z$<{h=Tr)3$9)KwHV&Q$ccYFQ1C0E}5|IIGD zE&MulajaSMRbXS7!ROz#ZaOp-U#)AcQTwd!s6qBRF61d=uR}u&gfQzIUh3b?F>-()b$7 zV5OJOer)upOXt5+&n>gaR}~-B6TQY;vTCTcUpcG%e3;-^SYN*2alzxloE7{Z!+xzc zrA3FIlUeo5h#e2@onmLp?jL=F%4V}GRs!XJ&_vE8NgHJrLw2RSN8j7{&7(guEA2sD z*MvA~&2n2Kqz>{D8gQxvd71x8> ziL_s1Vt#8zpT?^iM%;CFU8B_>9HsSwTRDd3P}#MM}Z_3_0^8_w{U3-1Wnza}reTv>3~6cAggVT-@5)BS3Lcg~-e#~kiri$(5b zBj&_tYv4Y2sh-7_EOgVI5dK8NQQKuV;la zJ22UbtmD)`yc)7fWg!mgB1nAKCY!bXAls?N7_=YrObgG1s{GJH=%1xp_v(@V3Jf zp@^;-%Yn#42X0T`^YO;@>#FPYYda+ptKs-BfJs?<$ot+dfujeBq&OV~R* z-{&CqQB;Uu?!aV^@s>~Dyw4MHbvV{ZZ$uY;nAyfAM=yiy^kOLIny!++iE7eSm2EY3 zb85R^o7!?C`lo;1g!!W1bB=y(IqCJZ6q%XQ;gg|r49(hU!=0tIrY3>bbno=kw_0j+ zgKPDM^Pt7%7N^M;dY`A|MWr`kP}W+S`iPReEJR{#4Km@ZlFq-+i&YkW0V%>BsTb;1Lu4 z4*>=H9v0P~jXiCjR6kyE6^>AQ#98r`EhcMS?UPMFwRGjmTJW_uSyxew=kt3k9^ElR zezXqqNh3*#B~6Z|y3efTj@z>QU%colz?24PExvmCQDOEZc~P}=K&;ck?x~{GJGW1I zmNiL~+0ql`>4$$4=~Q*@y0baG*{qlchfsztOYPLge~=v|EbONk7^_ z=50gPQ^4r1;O4QrJN#}f9`UB4fk~jSVyo}X_!%&@^7M&gZNl*16v5f=U%8&u?u30- zwxFrs_0@JW>TElC3xWh1K5Y{C0YhsR)ltL69-LN=lG$Iz%18$rcROa+T8Iy2I?dKjuHGx{5tvWUC(HW0vRjU(SEUv`RYeC`OjssSQPV==a z^o2^2dul%%7sQ0&*>=Wqwd8Gz^!KRNlnxyi9BRVepI!b3axwoWetz}CSlaD$p5K^) zYi~lC>rr3Da5ZB%?~TiQIZ0^W$J@}VVZr_vjygXBn^*2~gr9#N8lx&BAD<{}Xgo9M zjlX-w6LKp z6OmuE2Wo%#HeEy}#W|GOUGSvBP6&Eg4(=ho*bb8&#hZogC2ZEH6MaXfo*Xm^knGU3 zF5)f1juBaq6!~iM3Q-Ck2@FzQIOcKfa5vHXvbsw!%DplxT}hce7@C zF$cgsjj5mP&{6duHE0Q|OMs4YXOo{oe_9vpRof&XNdJO|1M74T#r@4rFEMW$CfH)` zTS|IaNw(!_cl~5xx0GC8>k*`RTrGrm@vhnsD7sm|^Syr>>K0F}Kg(9a6FlW|LMFcx zrWrxZqgd?Hz1xTA1<_lj(mN~`QXv)ON%z>+;BAkXB*n%@lM{yiZT4v|DiXPB7_gsv zZF>G)eT%y3`t;P-iPtJl$4#EYFU(l$3rx|~N{G(aaM|DZTc6aCaMu3crm!talPi4^ zfT4s3ClAT!vc(E}eR{q!(fH^neZh<;VT&Q`C!n2s%|+z%(bI%KI_0N56l$;P|5@YG zZR-=_ayBP;WF8lVo2j%1{7iSRr_CE88V#uUSpEz!NCCOuv=m#l69qoQH+)m^x32+w zi2r6OKTh%`x<@{FLKQ<1R(TVw5qLNuB?joLPYj0nc}B3Z3>mR)X-IV_svqM!68y!_ z-6$+BTz;!h<#TMCRe!7wxKebd&|)k|n7ua{xB9+4T~>a>jYr=&6&f-ZNSaP3#>}gR5Qy9;8*?bYmTmGg1ebyLS(4}FjQB)9dD&(D%3B9ahu&j1fZIa=xO zUa!1$=9+&%YR{PbNdd6{a{Ia}zfc<|vDY3Kmc1>%T1o7ARURVq=UFIgy73#G4H6B9Pa(}wp~rQH+eCyTmFVSgv~yLp2bpLK@HD%*;y)*O>i4%UF0 zT^idzPo}v4|Cs947+ng%U)`LE@5a1zgFMzgJL{nR>hg~VEKK%$XYaA2z;dPiil}l2 z1yw&TgZJE1mtqLlN;~#3ChAe^1fKl%461hT)zy5L3uWL{@b9*M!uZ>Vmas(*k1Lc) z)6rVo&1IY9J(!;?-0zh4Tm?;-=~r@S^@__?cot1kQ5$EG|F0mgiP zK_%rKaip<40Pc`uk{BKKY5{97>Vs46kVxzz-*U7n9zQ2#du_#y^}Z6&m1u+R+dXa) zc+SAl$nCihrDD9}vm&2+(^i=T>CIoH-)xG)L+~<*f;1f~@}<5tmhHAo)RM`kr;UN! z&sL~6qg^;{rj!%fybWk$dJYo)qw`Hn&0*WBifQ}-=UrXv6R)lrRZDzGJ=1&egy&|3 zdR7##*=8hA5W!{PKf20NMU2-PCKmCm&|J0>-=2t=IbAjwMg4e&D6^KGs)+oNZ^3KY z9HDUk_zfQ~an&60xV_ytnLkHQF)#R==ys@7E_~Ym z?A^eGR%h;meVlsu*%#>r5o+<@!^0?B+DtgxyGbpE6`3xu^RJ zE?RAYuWyC!KacsIZ~akb5?*V`eQS$IWY?P~?>--PDd!2bdF&+FypES7@(ZP&Ndc(n z`4e~To(1V3w&`9uvGnF-Ou3XXxlkMzmK%g02FIMv--nuW~#1ZR>B?@l)3 z8C`lEb?S@3*ABF%(Jl80+soZ-g>Q75?hs1HDrWx(Gl^p*JF?=KidEH zqM&?NKX;UMRJmng%k|EeYp`98OmKnmw*)`vOWMT%eAxoUxielE99+6ISHI~_y1DC# z-@NzLt>lvP>g1?)*WXZN=eHb*3x`%Yo{B0GP*6{d_0dS#HNSI@4 zgt(9*9hQ!?C}Pn)2++NP1%YENPwmoM-$G z@X!v$BVYVn;<`@Qv3!`RyQim&@vFq?J7Iqg42F9YiLo{8pRSvzD4aWa`UZRDFzW2@3i;>wbaI)~}VOw7zmLRW%H zq9!?dl6t@0#rQ=~8R7eur{^`lXA+@*CHZG5HKdRd*!qa$+5YUg$(2Wj4xeg|4pB=Z z{w-_e{`FU^wSOdy=E6#L)@HO#>OUS%k7$)KiWQyyD`=>Vxo z4y{$GNTT+*Xv#TPrJjkuaVu9Z+K2fM18z;nMs5Y)jokBy!%4Xm^ge%}O>)UXW#ilb zC0J-?_1|AjL%m#kIUl3mYJ(WFiy_9a;K19vX!H?(?H-c!ZeDQWC;Q_8m0Uwp>6P~0 zcdK9b)q8uP%InHYQV+s2}z?6X=-{Y4VF5W4;tJ? zty4!c$bSi0WW;%kU1!IgE}w!^La6H@uQph1=)~H?#yB&&!!$UyBxSv;!$XdWVPLxC zCswLxJ3pz8XTu+_cA{lCSd$Xk19vIT@+_D&ReV~+*h3R{|3r|n@%FwPKfqnrqyoMj zCulH!Vzj5VCvG@H-Q0M*BaLC@Jj18b&G32}aJ$b*{GawZu4)o$~klb=*o zA^vX1QBq6dxwYbECXp?D4fo--STQZhZSPR@X4OB-!bIFZITFRQJ|YsLu!PMnwpLyl zjW8m@&ximbYO<4kTS$}uS+!lOgY5K6*(jZN!5bSQX0{c~H6&X&@*XD|gCCvl%c)Ww z?I(D`9TaNMZ+|?)OY<(tI#7bD1E9*eDf?D(X>@c)Zjql<`L{#O7V~?CC1Mq5z|_g| zic8!zmEfSnuz)WIpR?*_nUe4m}S^41=yUX|BI@spN-;+Q4(BG$XOZbaQ}y zXlnfLbngqc=kek6s*?L|R+tM%AS{v?yY%}{tlCx66>%~I9TCHTi+4Mo=2g|F(D*1| z1hS9QWWwpwLC8i(m?URRIfdi!MXs6?`Sa9V8j->4x>ZYpqKRJ~DqhOSKfFgCwCBgL ziD_4fNDqP^R}x8KB~?J=|Jtr3(fcn+O9dQ2k3e}e%H+-wGEEy49CLVU+Mi2_#(J8x z9!CQlxDzGY2o-H~nEd&p3^DJBz?J@d|8CQP%{rSbZJzG95%%mdi1IL-X;eG=mgIg^ z0Y2m)@+NljZYwi-W9#!Ey1~^w_#2X?XSlD{&KU(yre5=x2Jd|Y>`MF|h(F}-@7OIkbep#mZMm-G?#cN>J|E2%l_)hTyY6RYe%_FPwR z$J02@B#Lttz0l0O{F=ym0Gs?0tZ??W@&12U=qu$g={Y*pCv*P%B8mDop9O~YaaqFq zG}0m9THeyK)NuTZWW4-185@o4a1ShXih!cF64Yj<#1`IRYUd4eANikvUubabj1UR#qw?&8><>V1*k~EO3llQBW581`W@Ih& zGSZxSw!%e$T`cr%ST1hHFvS9UjC;@K7?CfiqZ`lA?60gD2YJ1;muE39@d7M!8TRBl z@Y!P@*4f1~ynv)f7bjk#(*~=SGRe?(?)FD1#>R?`KEdoN;TOYypAojI=bEVUo5x<< z^9&uu`M*N+veL<6-|x|_a4a$Q%uqv02q6ai>pN%v zEiv(m)w6cfy!*ui*}1?`GtC!sjC;IZ+!0x;Q@33oBpceL{-|>7DpbcLrm=Rsf35#k z9GbMLEU=y;$&H!e{d>?DQzyBT67-!FA7Z$~*Pej)$C9sQ1XCFasA#oj;9WFNvwGl= z3*qefLB05%)_j_tWjbI1z4pQ@$9_#t!`dOP4-}R{YY9$>;Clt*BXnA$eKC#>$I}}% zA)mHbzaB>FK(}L zOC_tn#HgeDL$7MJbJ9s`?Ui$_KzDxzh3-!ZVt)E8tM{cYITEY&4-{_J>zKfn zQrUKBFIT;92Y(o;pQnDT>2W9EZ7A=}Q_7F-zO&QEhC05$_U2hN$D#TWRuoLpzS+jKlRzCRXwRR2jPa_3eg z5- zsEWk9k+p{&t&0UKJZHz66@XtPB~Mdq>Dg_yQs7eF_idomFJGAWR5$zs_W zkeuHB`QYQ@9LhI?L5!ctYu6H$NNg?9hiaSY?RL!RVFRe=()Q&mMBZTbC#oG*%6_ZL z1s%3`OSLnB%CSuPx}jLlajURNKbLO3H#3L0O{ujNUxQgKIr@aZ~r%kCAnev za?{a1Cw&?V&_5II}!Jb(~7otNf#fA@C+&a9JAB#@YL-8 zsuhgi1Ib9!FV6HQ7~V}6kVSV4vIeHPwDxj3*_sc#QV!wvotzhg7h{I5ElV3$ozQty z9q%dj;=%`XmqMihYWvTZoMFb)7{Nv_3KqK{RhcIwiA99b^^e+b zul_ORtshx`T;GG{XSTn_x!&?HR9po1S+cgjj&vh{&liEZ9RwEq!5c`3TxsbK2N`)o z{(56hs)Ft^JVG8aND>7tQ1b=TCc)w-lLPJ~s>pk8W1@HVTvo#(5!(ztCUZivijbUQPm0-&e@UKC$TCI9;zh83Ju2NF2F2{rq!5jOkp4aP z2-RH7LHtV?Jm)~sI0p(mA}9wCl+|)E$ML<9uX^m!Y6RsRg7S#}BI7Qh&a?Pl%5xex zj!@kyLFR}(iSjbO7a81R-=)4H?VWod^4}7{EsYiF{9Jies0up+W7{ZCcb1`HnN+=r>#>EKO1&3lO zq9BmtQmhdWfq-Huqaeaem=Yr4HU7k4w*u znDj`HP%J14f@E4oBcYPIOmBqo#a#p&V-&=Q38QQL))j$*Vws~L=1eerfl*`}0%T7H z?+^xn3qg_b2$0Mr(1j_sgiuHu%Ai1%)`2gE=|F+pQ4l{S%#ty%Kqr@qHwqHMgduu> zMJ6M_h)YwNKPK>xpcq)NXgm|l`{Vh2{$zsG&tk+qsIGP-B!i&z(TGwg3YNo!33~v9 z-9OOR(-i?oe*yv05TJ)taB~rWHvyz0Ko(SR7ZE_sr}JB(CPJ}KMwF6Kur`922^N`w z0HZHW<3#}QA`tRD`Zqj-P^<_9$V7miQo&0^kZApUpnR0=q9EXR5eWA|o!N`Z8(f?m znS}s7r-F})0E~-4k=Y2)ODg!12u`Fub<_liHiS0)rhp%d0Dc#PaJdLj7!@2K3V@b? zaCzt#Iv`PiaS13g9|3wz1&4?NQV5_xojH!GracXhDn#qQ_Zll+Hik}BkiwCF`I5(U zq)LqdpAeulf>(d}noKL47&E9)4x)hkQqU*Gpe551WHADqLj?~K1rV2kkR@nleXJ-T z<_TzSKN@nM86))&xNHgqng)wLV1|j@Gs2aj4-BgRn&8Vok>v=`XDWEdUlVXSD6#?p z`a%Qxat;P*n|$aGC8si z0s0ji_l4Rus%}r!#{3TQ>hCF80|GRCY3gzZP*Vv4G$KIrv2lnlOQ=K}^Urpsgj zDuoUne+K}s0wJ3bpmi#E)*T6L#!V{J$2)-hDiH1~0<=v9ue$^IO#m&3ZO@Ys@aHCS z!Bu8V#v>rc8j5`t1=(iCG(7^6*gzRBsJg>_K)AN$pC6VU0Sjz$sY0V5x6Bx#sbZLI zE>(CGgq#HfnJO-@_3kue69afxg8*F!5G6HSSPW@l$SNhqkFN$rephFvk4qpYK|`_F zC5E#?~7sgFk*GkQMkYv%Aih-x)wu{xa2dyR2#SkAWCBD7GqUYB6oKdlH>0MciP7oI-%m z)bRKn6L%tT6CbqsUDJsPM`( zSps+AF=3S<0r36`0{m5HE~SQ-NC0XGU<(1Nq^@Zns*jrt7PV!?V4naHeo*Xm6vTxU zQ}P5Gxq}e!V2$l~0))NvHVhwqg2nA3z^&BqV+p|T77%U^0qUS8EFg*e*4oNuJvRWs zvSNg-v5^M|fkf7_P`O)J02H_u1xaVc*jfV%0=%iCysUxpD)6_GG4yz9l&&N|`Wpyv zf&h(E!_6fD-rt(MwQMB;Dc?YjiyP=bC~!9l@|6{{Zw*`~fc+>)7wgM7;6W6mhZO^{ z0Tu*7*#<&IhgmV2Hb7V~6nGLWI&lWB-ZR0sfg-OEpgn4QyYdkon{p)3UOa;!o)`j3U0Sls`K+b64mr{~mY_OE?hEa4{AeDH_K>)o5h9~;|xs>TuTdPDE8wQBRMuN0z z0zeoD8d!k!_WW>@3BrLjn02pB`43F;aUdLn7D(^fR8|`Bn*bPB5|xR&K}aU8WD*j% zo;32`L?`P*nv`mE365C{Y<>-_Wota76b}(?V8bjCs*HmIC8Hs2=cPm|#jtoNP&yjY z!$u1Luxo)FY2X>s0Ph|UfI|!Pl;D{(?s6AlQ!Nd^_qbR>=GZX)_CS(EC{{6gb8(`x zn@bDiO9LO1Ms_9UV^y>p0pYzMB###86%Bk_8qi4qyjq|T8u+y|fVhvac2*%O0^|Th zCqsdVXb2TMM#=%WOaRDe2m?FDh`^-eQfY^XaPv&5Q7UP>f#meV4mTHT@ufkOsye8m7vQId?ejBz!xAN8Uvu-sZ*{M?-Wk zN`)Pz-?s!DFjAd%gS9Q^DEFJ8uFDLv+sn(DQJP0u1zD4OrXOcoT3(gAA78@ zvurAOod%vI0|*}mvHqb6$RAF2MA>uY_k@o%z= z8jl!J21dhn*ryg)fpIF2I63 zC@>-#LdSv8bOFNhq3ewgU)79)09smEpX>L!@}bz*(GUm+2I~Su6hN^t(GcNFu<5ah z9Ug>373!yS5K0w788~Rurd&#V_|6Inp}?eQh&l&`=qV8P5zliED;pV1%fQM{i~kXI z6m?GvBt#3(lLe&w1V!H00^PYWt(FDge}Zo12=n%iO^APika}96yEmqTvHRPM0+&mn>o0XSU}e1Frdk3;9Ndk7 zhg$q)9I@2|t_;dxeq-t&2gn}>;mou^R9Kdb@gtI8@&d}T{hE+m=_0fG;>V>t1AWK zLjZ+Cg0C=jr3|0+?`6m{d(R{h)t6$&LI7nqK(i}wwfy*n$AciRXQIpXyu|Jrn5iO| z!-v?6XQG$}UidQ;aDzT-PF@B;IakE*^WjJPZ5n-x{&>51BmFmh)Vch_JAKo!V2TVh0q^RgS{0ay z7frXeaF>upQ(TaYj@GCGv+<&7WUvYNOdqwRz??z=AtvA}ebl}JGk!7t0Cal;yuAVw zDL%aFvg8G1#j<&cVmeAEUbd`9gqsM^Wr-93FeZ;njd_`}?$#{5r6e!rvKiZrh%l+l zJZlQ`Dnmxf{6Oj|rUhG8^9pB`1vi4#%@vuwf13iLO~C91C>KTMn%{a4z+47tn_fSB zW|zLdHUUEnYTiNW46hQ&WcU;7De}zO1NZYmUxSH^^{IbRvZ)emSVY_-z1C@xZY9;|E$bS z0@qvG^OE*}xQ`c}Y_gL%_#e#$AH+wrpsy6j7YfiZKtYt4Q&vqQ-?|=0A;Sk?7fymG*F5aD?WT9_jSrg6hidNKcH zR_y+B(d7|d;ye>@xB&{N{181V!We0Ak4c%?ZqqbItC$~@9johGWKM}HhOuP-Xpdf} zPcRs7&-ngYr#N$wc7r~J;1;3S&-Vqv?JcvsqJ%uVxAgA_d1gI$@7{o2l$mS(m;#DT zz}dqf$=`oWafD=^0V-0N8TvQLcB~Zmpcr;PJ67t2=yRCr@j?_cQHp(Be1A$=zus@B z{*!%WX8e|E=sy-9b4^JhO0MWm@+^)sMv2uHkg2C z4NzVx%=jJC$VQU{NxoC!IbL{^33&My*pm%?g_$d@aA=nt%#KxjDM~V5iuEmqjb;Bu z&zDmA6~kt3z)dRS-7O}J`vxeS%EQmY8iQASc`ro^7E1l5LtC28bi(#bPv`q?^7c%3 zwmkoJ?3u0%XoT#)EPKe3%t~a40;q1Vfk+HdG^)(-ebdS|c~)}6dt9myNq&pOM1}&W z3{hgL6e6vQgQ@hihA2f<=7W7x0M0}JmgAFN{w^-27$%$(TjEdWqie1z;C)~U=plrc zA<9LSxrP9GH86?AFx8yDL0_J!hpDCoH+pJdRUe{PMJV48nky$(DnN93wG{Za81^9N zxfn357-p99V?gI$!5VMWfJve!;3q{!@najWdd+o_k;(d_@byw`CZV|qT1TdUVUvWP zfPe4}-p*kYu&QC&W9O)jv=7E zs*L`g;hLk!tD57aus@~PqGDK9POSecQIfyB@UiFd{gx~(tR{viBQ<8@6Vu3X6YwKL zx%P_(ytO&8qp!-29GR$_a_-_!-co)p=5MRqt(*dl#q$uK&@aA6N0PVV$$fthtC+7yL1zr0Zgh z{b_l?VSrb`-4RQ%=uj>1fFFfJ(8V6of!{&HmBD;;H2HU;iNqf~YIpp1GejB9GTyaq zR`!J440Y`4EFHT&zBmhgSchJ7s_{B9sGwYIv4$z+j|%W3(R(lL|8;v4}Uzy1Q& z8yq+$_E;X~?RKENwGoTi;NEkvaqou3qzz557>hZ_<3ZiZ0RV>@pK}wYl{o=Nj<|tA zti2;&D~e|;(I8gSjLxM-*C9KLmN}&&HLxM#30hUUMsko`iE|UvmtlT76{GJ}xclIBZ7Rd1#>W%$Q^F-2k=Uk-T(GFfcu9{jI zC;)%xYA$E7tK>aW)QF|{b#~E(Gk=@qAeWf+ezSpFDI}iH_=_vL!#XFk1UHQUl~%SB z;#zFfXMju#*Kqqcpv?c@A-AkFw_I^}w@(H;m%VRXv3RZJ%h#%1gr$%qn2F}Ij87*x zqjWu=g@~Yn%GVP1`#hC;q0_i+BeNu+*ZhZa@RDm5(k^Am^+I1}`f<+&YpTi7E;6#| zag`TeciK~A9NVLTDAU!ZnI9Xhv`zspWNMh!i{;)}4ecQt7R#KzT_{M;$%HZ}h#vu^ z=Ug`y0XDCzLgoA&S~PLZql<7@D1?9XP@=v z9z+IVR{M*aH2Shciy;+?0lUuLC|8G;khAyxeddH|xd>d#bsKoO&1&T73(cZ$rDoHq zxh^U#p=&{;mNekct)emU?>1VS`Yl8+Qfuh9lt@3Po@y(#QIfIT`~2lFE#?+`Wsr2) z;^S}a@NIWX1zeT?zNFoKyG}RIv9S#`v-P>}Q&-4E+R6uU*Oc>_fD`5L=+-Y+9W5jO z;z$O|^I}f1*Z1^(Z1Cvd+URsHr*L&aRgd}3(|*y2y|Gd0m4IEQZ7uhORHk||65@%T zW_^7_fc?J?A#mtr|QTlbZDQ` zXv@+N)jZ8cS({~N4~EXF*xaeRsZE-Kq1KgH6wnST?b@uFV{P`f5~$m3?7P}JiP4uw z!I3=mLERKT+f2fO8dSQ9eUo47e7X= zsz|4I+}!ey{CDeY^>2ggVPeucBhpf;J($lfeW<2E3aRYbgX*iuu3*RKq%TH;Wd`7) z4NaWhYr=6Y*v$EqroPNI+F9U-9j>IW@*UQxh=kZ5r?xd z@T?|-3BG$y{hioiitqWvp84Yf;=>!9>F$!4MTN@q+KO;qU1rV%D|X~@1^q&2+_puL zoLHB0g4!6%pD*nwb)BICctS2F;mSuQbnoqLA~3H$?Z}nSqO-2@Sw;BX=q$@*yzjF- znnVATsy@jBY<@l0B&Skck60=SRJpeEOShnYc-#koH(1z?<)7*QAp3#eRzip`-Y_>MdmaO}wwJT0{=9%7f!Y1$V<}WTXGC7~hn{_q+$JQ*n!Ot0IJJX*Srdz}vjTC$H^lIO}xrVV*88ltj{)sKS zKn)|)L~~Ggb>55ApjR!qj1>O>Z~&o;PYUnXOR@Wwhc2j~26(mvQ&i-KX}kf0Xfv2kd-h8L(#9lWsgx9<5t9 zFZl~wcavTrb0U__3wE3J3-xQ^FHO-Kwm!h{=_4~qi}fd zA8iNL0!QETZ!s4YE0AQaVM6gAnx$8_dEPG;+Z=F;=B1hc(T>rsZ z)CIuK?7=lIBIGaOo}uam9jalalsOpL%m1F^mJBu?xvnnVs=o}VA3Nk3TLvzJhX2?i%(?A`;6e4sLE8^j2%E zG*O5uX}A+OrKPc*-ea`V^u+=OD)3T+k}WY?I6tEQ$;Gww*E=IjUO&<`Vp`r^7h)NY z9*F<+QM$80$H4iBOgp7sYT2i9jeTK-8u}Qp&f)ynoPS-}dDjBD{uoUUlR0ZlU;D>R z<6FpD{kxf-E5A9%u2OgCkUydAl&zImgQY;q(99W>YS8Ddb*jD|D zAy>GS9+~WtK5OPmiythKsq;zV&nf0@92Bps#sZ31SD~va83FiEj^bk8`;+3)%|Ztr zOtg7cOC9-r7Vb!YsZ?p4zju12bhkk3%6SZRZv8aZjNoxLwV*2^wOEN~iBIq`Eg6chHuNhz-8?c;WV&_J;q4aMp}5FG1>yD7?a zyQQ4vE~PPHs{NqZ$vRJPCs?|0sb)-kJI{zCxi_kQalep%^U6~bM6CG!RR1_FYvr?| zc6%J#28>4`%6DOcik=#*obd*$YbP%l%?i!f&Un|d%`|wLj7Z-o^EgqXXP#(;6S)=k zDON&%RQzGPkRSG@u@e7~-1LOR<(bCkydQ1%`7&Y+au^;oIYauu8UOVe>x;XwOThi( zeS7qrDk`a6FL+X0v2oM2n#kHc(n43(#%ucslQ)e#*dPa=yi@FOeG3||OdXQ32${a& zz5B!aeV#HQ6ZB<2t`Yt8qIqBToNYs?m(&inh76}VMp!aoT!qC?vsdNQ!^?ZhG2w8m zm_c=1L-FHv<}8afV{+i~81u1U&!ddsAI;yjbST%OqMll+7}jrCV0L3nL0ZY@CSuNrY zgU+!`T^^x;N^KR4b3+ZHRwQ;iKq{D@v6i)irF-<_zl>{}SG2I=ZQ*PDL;YGgeH71e zUE_sHMx$cFN<}9+{@OLu-FpLj``<^LdF=PZmtodeE-L2}3gQC)v*H$oP{ybI(x=_c ztC>5O`-K?43guMlH%JNZC|A7Xnn^PbY^pt*z>R)#H2J>6Ir-qG2Lt7I`O8)sde`lj z{c>hMYw7+rCs!?8L^Ig?N1d+Ywm)K4F5~KBTNS_5RxI9=cvk)C2^i{H9xWEeur_k9 z!X?+K)_F#6+xa9z9Zg$xa9kcsPh9-P)Q;Edi>}6EhwB(_dJ{A9K!p_5x

Lic`? zN|wq#|MG@TH@LMw8Y~-CeLZZjpI^i;_g3L{-q*z|Ey08Rro?DQi}5bbSW2lpqj{*= z7w+r``0jbes&-$5lD|v!F3qpjf`0ixCV1tYvs-#jqp~v{k|cE3wZ#R`|GK!Ubercx z)SQ!G{%cZz4D@|_$gW4;x#SBcM&@wi{VjNI zHPcqBJ1Nfm=U;WA&OIO39A@%nBubNFAZw>8|I0f$`141;s+`p`%h~bJOK(agc`|xi z(++IeaO3)CC(A6jn;4B$v?~vXjV-{r$15V%dhR_a5=V=^W%T7=XPXWUn1y>~131Pa52AP1{Nu8xF=wna&J@Fr)Gxr0{> z=}fPZv>is7Ilfk%GJNW8@hp@nuJER1?@_=>D}d~d6kfv}H5$&Zz9JGy=$DxfNzgm-QCsz|F5-Fv`NY0Q9W$1N0SVRyhA%#`v~ zCO^*o*>kDs_HrY%-hJb&#~y?ymw6qXlL}ceY@xZoBzrkk@I>&OT?gpSpM)~w3H7aU zKgUB_cWWs$W^mG_}bChj?wAnuTOl$CynG4M4UJ2ehw{>`53UB61o@rKcS&25$vf;~O1tNhl|in8Au z2C+-j6SZS{mWyZz*)_1!I&pjXvS0X-D?vUOns2xFWLuW>+$lJVM^-?1{M+UDpeJsN z$XyGTBPF{(RZDU_;S{1UeYr1Qm4|fnd_bFhtn@%G!THhPN}sYvXfu}oO)(^!aU=SD zHw-N|@Euqo%2^cd(K3BC%Zc|9+{5wxqRjRt! za~x{%q2j?A=fV0`3vHOMSfSs;1asE_xUZN{nH<$sFOP}c9BAcC@R?pW#X7AW<&svU zgeQC*xKXlx)OYFRH1{Aye0q1AsG5h}6dUbpw$845aNib#MAP9lUc?0daxwlr5T0N_ zhEw^9Y6=I+B@)k#tgqEpPkr??D*;Mt3SebK@WrTGyVz2>r%7Ir@ip`WEMvQfif)j< zNNuPPv+h*04x653YeK9s|J(3qUnQc@IcH<(FHekF32C~O6VI)kaQq`2Nvm%^zATA# zd!NU3<;bBk@=nXeK_zaBXOH6Sif5U; zPU+;Tw!2)r16D4apgZKdi3_o$j%UywOI5S}=E+bC@RKxs;64sY2$>XKH@!5tSP zd3;PBjw(JXjCYM?U-TpRbWRJ zHz{o2-7)&a#iV|;(Kz;KZ9O6B!?G2%uVqfCRpwP2816Z{D*f`TsUaJa=2(VGRioB^ z_(L(7d&~!GbehGVPjV)^hI%>goah}I=S)_}**2fOzC`m|pI%>?OIV*yI1exXeWBHF z#r(a}I)A~m={kSt^w0`_*7VRCe>^teMiEv~ggGAz6Zt(KixgodVYNhlCt(f6>*l{G zQd~-Tdp3U*J{~T>_M@&k%Q=eFIgA!%@@^=hZz(Q5a*pD4ALk#7)_oi;D&;MV8eYKm zqeB%MUEp%`6Lox}MM-5TKM-Ee$l(@jzh0;U#l=dFo-sZ8-$c01XtapP>-l&%3)`<9 zS~B^2+6FNSEupx0%F)H@21biYcs-+r>0c&9|0K_O7atABWBad%`ZT&+m7|}mJIfFw zSzqvwoXI3CndC+$d5}q7WYP^X=_Z-vOD5eWcioB1n!FGcr6qpSShGC&HsUut2xS-D zC1@$ul_#I(-efC~r{9nf2_=%6Y|rHBH)ljj5a*j>_J5ju8YxMXYPQwL)9=cNlp?w} z+nVO-zsZP{{xHj@$=5k)Nh0fII-&N)cI~kuRqJKCpn_w&gsqgyYSaDo$1_m!#FQ4> z%sl<643q+Kw8geGPydsBql}IFHM{t(L@Uyyo~RG%Lwr}I6=_ya^cKo4L3A0K&1Sot zr@x+Y@B;Bbn=MPe{*KIp7m3+j1%DG^88Y|rNFb7Z1m z3c1PQQtC#XoiXDi;6`R3+AgtY69g#flTW*0*;4Ix>Yw$wN;jaJUQa{i6&;VRI~gA_ zE|^?t{n9G>n1XKhA8I0$mTmT)Tns}#%Q+m^w-(!dS*I*_tGzqw0-~nrQ*eH zX>7JXe$OAi@@LT=`L2t<7~;2%eMhirS%s6o>0}0Gc2}e9%!pDsT`|43>h>g{K%dJX zGq8CiB3nLftNQ)qVng>oNBp;QzpD+}*@g>^?%C)i6f<^0q^Ar!BcfA|T{ifk1EZ`` zqW`xpzF%gc{+R=HU#C5NTsuVA@&GZ&sOF>@iaAd{y6bfYo2C0{qQ4$r)1=9tl5W@Q zbT*Xx%XEKjzKlr|ZD!)%BoFtOM1Lbb#@|orFqg>pcD>GG`zBrIi=7y8fdCeW7dkK)Upe5%cyDR13% zk;ta+{!RKk`BaCwRDQhcVm8|i_co$Gn(v!L0v7bSd@=(|yQ|T5X4z6XJu$s@>Qnz; zGCVUdsk>Ukj+!Rr(itObtIkUTLiM@+Sy_+EU^lUnXs!KOSmi)okakTLb$|Q!IoLcc zA(JLr%t`XxU9Z#FRNPOe`)lxhlYSZY=)V(oh7*1ncB5a0eR6O=^V}`sOJQ;lN;%t1 z>kLs>drCNc2azp9{^exF7Vv4Zg194_jV!+jFuZG(8JO2yt!GEgkaFpck+oBgB>^q} zc5+cJu<%pbRc@Jsjak_;2OG2UlleFD;V1KN1pdb;{}}l1$<2uJkNN&Rxi{x~@Au^1 zobP`n_vU;L@;9=hW=Xm9#1z@7_mcp+K9^@^U`coNf0!I6<#KO}v9EA$DSI0;Q}f#U zy>P~!>_qK$BDZ#vFzP@_&`<9FSB!j`)J$iLm#w-Y35eI{x|$jIyu13k9reZkD)$)# zCzg_g8SlVi9K`wz_9m5*pnV2vjDs|zEvYoy>&%Q9wWc~a@DP_cfJTy||0dJ~2Ol~l zE`~NF7kRnNP^mQxAqqgpc-c@>0yl#RYD#dF82XjhW*~rm;B}a45fHTrgg=3&n=1!Fo<7y$NH)m&OG3d%{IRj z=9S05C!JRn#x^_rQrK4>t9;Ute{F2@n_r=&QgyJKe|ZPn+U4_0BCJE%ZuiPNKx>z; zE{Ui!$o+D-zi^CJcv?`hg``-L_hHs1YcmzFL=2(5t*Jc4a!phkjFyy5YB-E*vG!1@ zl8A|KUkVwqlDv?_as=0A{Xj)YGA6N|8#iVxshWg1g6pu3RH>4TNo|+KjoC$FZ)QId*DZ`Z|**-GjrH5|cpTNkKQNyTKfd*R0HBu$c7cyPVewJJ)|F}dy0xG{T4 z>m&pZuFtw#rAj)cpuGq;<{;^u#CRh{zx9}kl1$92_FmkWqoh|-0}t+<^@2*3OiWq( z5^l^%@^%snFK*C!7hFj;rm~$obj(>YAPK>Xqgo$?SINfIw#$Z&xFEO70fD@D)ldXb z2YF;3(Re0sGHH{R`tWGC|YxN#_9I zUWgcQ_y^$Q=!b|a^^g;oi2cyOJp{~sWaTBmMgU**5P`0ToW?|OLj(5_Fb|NIlznXX@N0h9 zToN{Fgyc*|wHlYWI(aiVByL1@o9U=g+XVK_K&vSn;!5PrV88fvGI9o5L)ipQ&E!^7 zK;mlT&ETN80oi^gw}!F_@XlbXDV*YP@()1MN7JEG}PqtV1D}`h_+lvyVN&3V8JIsPTLFTFhLjc|lk03Wd-eW+{P=qW27K?;l z0R)8bkMM}51_%uUa)Tn|39vY1?iIjP2%nEf^fy4JF(5A}LXiNAM?$Xx&xG)uc*Il# zWDx_p2}PVEz!H$TSAiiR{AWC3r2(>z0o{foE)ZZ(k^zzO{RM~Hom5M~R|Jt*Q5 z0rm`;dkru>ftP%Q;BADkTYv(f2p9pDh=ghY&raaA9^v}vwn+;meQB)O(zbO(T;D8% zlKaxs8MKE%7Z|j(F9Vk?ZAT+E_kFR=TPW+xXlBqw23=#&^1ck#m(s@nNaAeu#D+_@ zcw)mPTRpMik}aOtaLHCrY`A2LCpKK7>G`~K;H10f<$<^@(1^v9ko*#9rVGfO!XJx7 zfGCh4i-;O1i#Z`V2T9chyiegTL?Q$!kO+&21}KXKAvqUmrUw+C!ka`QpcF`qMMN`{ z#fp%ehotHO%ctN z-lF)5NQ4;$l4}w12Fl_}l8caLhJc(H{#XnNGJvnfa3QP5Ft$v zxFrZ8fruc$8j!gdz!Zv?Bp_m&AXhCxCnOM$2(U&Z)B<=0#cL4|8BGu!OVB9^L?i)5 zLFQTjLr}aM0YPqp7+Zo)OCX{NuqGtb5)hEUKO!KSnjlt|AV~>C3<1`R%(VneCGhzK zM1K>+$r2cG5PmFY$`@uc|BZ*VPsD%j#gS6d>+Ch1pOBC%g?i4Om?0N$unTNl6^OX4jH z;Eg5mrUmd{OX4m{Gf`vnD5%Plj#01PrqDfJloVUKvKW zGmHWn;EQ literal 0 HcmV?d00001 diff --git a/B-Raft/experiments/julian_run.txt b/B-Raft/experiments/julian_run.txt new file mode 100644 index 00000000..22c60aea --- /dev/null +++ b/B-Raft/experiments/julian_run.txt @@ -0,0 +1 @@ +C:\Users\Jbies\.jdks\azul-13.0.10\bin\java.exe "-javaagent:C:\Program Files\JetBrains\IntelliJ IDEA 2021.3.2\lib\idea_rt.jar=51173:C:\Program Files\JetBrains\IntelliJ IDEA 2021.3.2\bin" -Dfile.encoding=UTF-8 -classpath "C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\target\scala-2.13\classes;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\ch\qos\logback\logback-classic\1.2.3\logback-classic-1.2.3.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\ch\qos\logback\logback-core\1.2.3\logback-core-1.2.3.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\com\github\oshi\oshi-core\5.7.5\oshi-core-5.7.5.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\com\typesafe\akka\akka-actor-typed_2.13\2.6.0\akka-actor-typed_2.13-2.6.0.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\com\typesafe\akka\akka-actor_2.13\2.6.0\akka-actor_2.13-2.6.0.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\com\typesafe\akka\akka-slf4j_2.13\2.6.0\akka-slf4j_2.13-2.6.0.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\com\typesafe\config\1.4.1\config-1.4.1.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\io\kamon\kamon-apm-reporter_2.13\2.5.1\kamon-apm-reporter_2.13-2.5.1.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\io\kamon\kamon-bundle_2.13\2.5.1\kamon-bundle_2.13-2.5.1.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\io\kamon\kamon-core_2.13\2.5.1\kamon-core_2.13-2.5.1.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\net\java\dev\jna\jna-platform\5.8.0\jna-platform-5.8.0.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\net\java\dev\jna\jna\5.8.0\jna-5.8.0.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scala-lang\modules\scala-java8-compat_2.13\0.9.0\scala-java8-compat_2.13-0.9.0.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scala-lang\scala-library\2.13.1\scala-library-2.13.1.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scala-lang\scala-reflect\2.13.1\scala-reflect-2.13.1.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scalactic\scalactic_2.13\3.0.8\scalactic_2.13-3.0.8.jar;C:\Users\Jbies\OneDrive\Masters\CSE\Q3\Distibuted Sytems\prototype-scala-raft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\org\slf4j\slf4j-api\1.7.30\slf4j-api-1.7.30.jar" de.maxbundscherer.scala.raft.Main \ No newline at end of file diff --git a/B-Raft/experiments/run_experiments.py b/B-Raft/experiments/run_experiments.py new file mode 100644 index 00000000..a18e9ab8 --- /dev/null +++ b/B-Raft/experiments/run_experiments.py @@ -0,0 +1,138 @@ +import atexit +import itertools +import logging +import os +import subprocess +import time + +import numpy as np +from tqdm import tqdm + +with open("run_main_pepijn.txt", "r") as f: + run_main_command = f.read() + +CURR_POPEN_PROCESS = None + + +def run_experiments( + experiment_config, + exp_dir=None, + max_elections=10, + num_replications=10, + follow_raft_log=True, +): + global CURR_POPEN_PROCESS + if not exp_dir: + exp_dir = time.strftime("%Y%m%d-%H%M%S") + + exp_dir = os.path.join(os.path.abspath(os.getcwd()), exp_dir) + logging.info(f"Creating experiment directory: {exp_dir}") + os.makedirs(exp_dir, exist_ok=True) + + experiments = [] + for key, values in experiment_config.items(): + experiments.append([(key, val) for val in values]) + + all_exps = sorted(list(itertools.product(*experiments)), key=lambda x: -x[1][1]) + + exp_string = "\n".join([str(x) for x in all_exps]) + logging.info("All experiments: \n" + exp_string) + with open(os.path.join(exp_dir, "experiments.txt"), "w+") as f: + f.write(exp_string) + + for run in range(num_replications): + logging.info(f"Replication run {run + 1}/{num_replications}") + for exp_num, value_list in tqdm(enumerate(all_exps)): + logging.info(f"Running exp {exp_num}/{len(all_exps)} with values: {value_list}") + experiment_vars = {} + for (variable, value) in value_list: + experiment_vars[variable] = str(value) + + logfile = os.path.join( + exp_dir, f"run{run + 1}_" + + "_".join([f"{key}={value}" for key, value in experiment_vars.items()]) + + ".log" + ) + # specify logfile + logging.info(f"Setting logfile to {logfile}") + experiment_vars["LOGFILE"] = logfile + + # run experiment + num_elections = 0 + starttime = time.time() + popen = subprocess.Popen( + run_main_command, + stdout=subprocess.PIPE, + env=experiment_vars, + bufsize=10, + stdin=subprocess.PIPE, + ) + + CURR_POPEN_PROCESS = popen + + for stdout_line in iter( + popen.stdout.readline, + "", + ): + stdout_line = str(stdout_line) + + if "[VERIFY APPEND DATA]" in stdout_line: + break + + if "[UNABLE TO VERIFY DUE TO TIMEOUT]" in stdout_line: + break + + if (time.time() - starttime) > 300: + logging.warning(f"Experiment {exp_num} took more than 5 minutes, skipping") + break + + popen.terminate() + logging.info( + f"Experiment {exp_num} finished in {time.time() - starttime :.2f} seconds" + ) + + +def cleanup(): + timeout_sec = 5 + p = CURR_POPEN_PROCESS + if not p: + return + p_sec = 0 + for second in range(timeout_sec): + if p.poll() == None: + time.sleep(1) + p_sec += 1 + if p_sec >= timeout_sec: + p.kill() # supported from python 2.6 + + logging.info("Killed all processes") + + +atexit.register(cleanup) + +if __name__ == "__main__": + # Specify the list of values to use here, see src/main/resources/application.conf for possible variables + # Every combination of the values set here will be run 'num_replications' times + num_replications = 4 + experiment_config = { + "raftType": ["Raft", "BRaft"], + "crashIntervalHeartbeats": [10000], + "nodes": np.linspace(start=3, stop=21, num=9, dtype=int), + } + + logging.getLogger().setLevel("INFO") + + # output experiment directory, replace with name of experiment(group) + experiment_dir = "resources/output/append_data_2" + + # set to true to see Raft logging in console of this process + follow_raft_log = False + + # actually run the experiments + run_experiments( + experiment_config, + exp_dir=experiment_dir, + max_elections=10, + num_replications=num_replications, + follow_raft_log=follow_raft_log, + ) diff --git a/B-Raft/experiments/run_main_pepijn.txt b/B-Raft/experiments/run_main_pepijn.txt new file mode 100644 index 00000000..886a7868 --- /dev/null +++ b/B-Raft/experiments/run_main_pepijn.txt @@ -0,0 +1 @@ +"C:\Program Files\Java\jdk-13.0.1\bin\java.exe" -Dfile.encoding=UTF-8 -classpath C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\target\scala-2.13\classes;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\ch\qos\logback\logback-classic\1.2.3\logback-classic-1.2.3.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\org\slf4j\slf4j-api\1.7.30\slf4j-api-1.7.30.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scalactic\scalactic_2.13\3.0.8\scalactic_2.13-3.0.8.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scala-lang\scala-reflect\2.13.1\scala-reflect-2.13.1.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scala-lang\scala-library\2.13.1\scala-library-2.13.1.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scala-lang\modules\scala-java8-compat_2.13\0.9.0\scala-java8-compat_2.13-0.9.0.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\net\java\dev\jna\jna\5.8.0\jna-5.8.0.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\net\java\dev\jna\jna-platform\5.8.0\jna-platform-5.8.0.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\io\kamon\kamon-core_2.13\2.5.1\kamon-core_2.13-2.5.1.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\io\kamon\kamon-bundle_2.13\2.5.1\kamon-bundle_2.13-2.5.1.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\io\kamon\kamon-apm-reporter_2.13\2.5.1\kamon-apm-reporter_2.13-2.5.1.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\com\typesafe\config\1.4.1\config-1.4.1.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\com\typesafe\akka\akka-slf4j_2.13\2.6.0\akka-slf4j_2.13-2.6.0.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\com\typesafe\akka\akka-actor_2.13\2.6.0\akka-actor_2.13-2.6.0.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\com\typesafe\akka\akka-actor-typed_2.13\2.6.0\akka-actor-typed_2.13-2.6.0.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\com\github\oshi\oshi-core\5.7.5\oshi-core-5.7.5.jar;C:\Users\ptema\Documents\uni\y4\IN4391\lab\AkkaRaft\null\Coursier\cache\v1\https\repo1.maven.org\maven2\ch\qos\logback\logback-core\1.2.3\logback-core-1.2.3.jar de.maxbundscherer.scala.raft.Main \ No newline at end of file diff --git a/B-Raft/src/.gitignore b/B-Raft/src/.gitignore new file mode 100644 index 00000000..c80514b0 --- /dev/null +++ b/B-Raft/src/.gitignore @@ -0,0 +1,9 @@ +../target/ +.idea/ +*.class +*.log +.DS_Store +.java-version +.idea +src/null/ +experiments/resources/ diff --git a/B-Raft/src/LICENSE b/B-Raft/src/LICENSE new file mode 100644 index 00000000..261eeb9e --- /dev/null +++ b/B-Raft/src/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. For the purposes of this definition, + "control" means (i) the power, direct or indirect, to cause the + direction or management of such entity, whether by contract or + otherwise, or (ii) ownership of fifty percent (50%) or more of the + outstanding shares, or (iii) beneficial ownership of such entity. + + "You" (or "Your") shall mean an individual or Legal Entity + exercising permissions granted by this License. + + "Source" form shall mean the preferred form for making modifications, + including but not limited to software source code, documentation + source, and configuration files. + + "Object" form shall mean any form resulting from mechanical + transformation or translation of a Source form, including but + not limited to compiled object code, generated documentation, + and conversions to other media types. + + "Work" shall mean the work of authorship, whether in Source or + Object form, made available under the License, as indicated by a + copyright notice that is included in or attached to the work + (an example is provided in the Appendix below). + + "Derivative Works" shall mean any work, whether in Source or Object + form, that is based on (or derived from) the Work and for which the + editorial revisions, annotations, elaborations, or other modifications + represent, as a whole, an original work of authorship. For the purposes + of this License, Derivative Works shall not include works that remain + separable from, or merely link (or bind by name) to the interfaces of, + the Work and Derivative Works thereof. + + "Contribution" shall mean any work of authorship, including + the original version of the Work and any modifications or additions + to that Work or Derivative Works thereof, that is intentionally + submitted to Licensor for inclusion in the Work by the copyright owner + or by an individual or Legal Entity authorized to submit on behalf of + the copyright owner. For the purposes of this definition, "submitted" + means any form of electronic, verbal, or written communication sent + to the Licensor or its representatives, including but not limited to + communication on electronic mailing lists, source code control systems, + and issue tracking systems that are managed by, or on behalf of, the + Licensor for the purpose of discussing and improving the Work, but + excluding communication that is conspicuously marked or otherwise + designated in writing by the copyright owner as "Not a Contribution." + + "Contributor" shall mean Licensor and any individual or Legal Entity + on behalf of whom a Contribution has been received by Licensor and + subsequently incorporated within the Work. + + 2. Grant of Copyright License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + copyright license to reproduce, prepare Derivative Works of, + publicly display, publicly perform, sublicense, and distribute the + Work and such Derivative Works in Source or Object form. + + 3. Grant of Patent License. Subject to the terms and conditions of + this License, each Contributor hereby grants to You a perpetual, + worldwide, non-exclusive, no-charge, royalty-free, irrevocable + (except as stated in this section) patent license to make, have made, + use, offer to sell, sell, import, and otherwise transfer the Work, + where such license applies only to those patent claims licensable + by such Contributor that are necessarily infringed by their + Contribution(s) alone or by combination of their Contribution(s) + with the Work to which such Contribution(s) was submitted. If You + institute patent litigation against any entity (including a + cross-claim or counterclaim in a lawsuit) alleging that the Work + or a Contribution incorporated within the Work constitutes direct + or contributory patent infringement, then any patent licenses + granted to You under this License for that Work shall terminate + as of the date such litigation is filed. + + 4. Redistribution. You may reproduce and distribute copies of the + Work or Derivative Works thereof in any medium, with or without + modifications, and in Source or Object form, provided that You + meet the following conditions: + + (a) You must give any other recipients of the Work or + Derivative Works a copy of this License; and + + (b) You must cause any modified files to carry prominent notices + stating that You changed the files; and + + (c) You must retain, in the Source form of any Derivative Works + that You distribute, all copyright, patent, trademark, and + attribution notices from the Source form of the Work, + excluding those notices that do not pertain to any part of + the Derivative Works; and + + (d) If the Work includes a "NOTICE" text file as part of its + distribution, then any Derivative Works that You distribute must + include a readable copy of the attribution notices contained + within such NOTICE file, excluding those notices that do not + pertain to any part of the Derivative Works, in at least one + of the following places: within a NOTICE text file distributed + as part of the Derivative Works; within the Source form or + documentation, if provided along with the Derivative Works; or, + within a display generated by the Derivative Works, if and + wherever such third-party notices normally appear. The contents + of the NOTICE file are for informational purposes only and + do not modify the License. You may add Your own attribution + notices within Derivative Works that You distribute, alongside + or as an addendum to the NOTICE text from the Work, provided + that such additional attribution notices cannot be construed + as modifying the License. + + You may add Your own copyright statement to Your modifications and + may provide additional or different license terms and conditions + for use, reproduction, or distribution of Your modifications, or + for any such Derivative Works as a whole, provided Your use, + reproduction, and distribution of the Work otherwise complies with + the conditions stated in this License. + + 5. Submission of Contributions. Unless You explicitly state otherwise, + any Contribution intentionally submitted for inclusion in the Work + by You to the Licensor shall be under the terms and conditions of + this License, without any additional terms or conditions. + Notwithstanding the above, nothing herein shall supersede or modify + the terms of any separate license agreement you may have executed + with Licensor regarding such Contributions. + + 6. Trademarks. This License does not grant permission to use the trade + names, trademarks, service marks, or product names of the Licensor, + except as required for reasonable and customary use in describing the + origin of the Work and reproducing the content of the NOTICE file. + + 7. Disclaimer of Warranty. Unless required by applicable law or + agreed to in writing, Licensor provides the Work (and each + Contributor provides its Contributions) on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or + implied, including, without limitation, any warranties or conditions + of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A + PARTICULAR PURPOSE. You are solely responsible for determining the + appropriateness of using or redistributing the Work and assume any + risks associated with Your exercise of permissions under this License. + + 8. Limitation of Liability. In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. + + END OF TERMS AND CONDITIONS + + APPENDIX: How to apply the Apache License to your work. + + To apply the Apache License to your work, attach the following + boilerplate notice, with the fields enclosed by brackets "[]" + replaced with your own identifying information. (Don't include + the brackets!) The text should be enclosed in the appropriate + comment syntax for the file format. We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/B-Raft/src/README.md b/B-Raft/src/README.md new file mode 100644 index 00000000..82895f6a --- /dev/null +++ b/B-Raft/src/README.md @@ -0,0 +1,402 @@ +# (Prototype) Raft Consensus Algorithm in Scala + +**Protoype [Raft Consensus](https://raft.github.io/raft.pdf) Algorithm in Scala** + +![](src/docImg/logos.png) + +Tested on ``macOs 10.15.2`` with ``openjdk64-11.0.2`` and ``sbt 1.3.3`` + +[![shields.io](http://img.shields.io/badge/license-Apache2-blue.svg)](http://www.apache.org/licenses/LICENSE-2.0.txt) +![](https://github.com/maxbundscherer/prototype-scala-raft/workflows/CI%20Test/badge.svg) + +Test line-coverage: 88,11% ([12-30-2019](src/docImg/test-report-12-30-2019.zip)) + +Author: [Maximilian Bundscherer](https://bundscherer-online.de) + +## Let's get started + +- [sbt](https://www.scala-sbt.org/) and [openjdk64-11.0.2](https://jdk.java.net/archive/) are required to build and run project + +- Run with: ``sbt run`` (see ***What happens in normal run?*** below) +- Test with: ``sbt test`` (or see ci-tests in GitHub-Actions-CI-Pipeline) (see ***What happens in test run?*** below) +- Generate test-coverage-html-report with: ``sbt jacoco`` + +### Used dependencies + +- [akka actors](https://doc.akka.io/docs/akka/current/actors.html): Actor model implementation (Scala/Java). +- [scalactic](http://www.scalactic.org/): Test kit for Scala. +- [sbt-jacoco](https://github.com/sbt/sbt-jacoco): SBT plugin for generating coverage-reports. + +### What is implemented? + +- RaftNode as Finite-state machine (**FSM**) with **key-value storage** + + - ``(Uninitialized)``: Not initialized + - ``Follower`` (Default behavior): Waiting for heartbeats from leader-node with hashCode from data. If local stored data's hashCode is not equal to leader-node data's hashCode, the node will synchronize with leader-node. If there is no heartbeat from leader-node in configured randomized interval received, the node will change to candidate-behavior. + - ``Candidate``: The candidate requests votes from all followers and votes for himself. If he wins the election in configured interval, he will become the leader. If not, he will become follower again. For winning the election the node requires the majority of votes. + - ``Leader``: The leader is sending continuous heartbeats to all followers with hashCode from his stored data. The leader is the only node that is allowed to write data. + - ``(Sleep)``: Is used for simulating leader-crashes (triggered by crashIntervalHeartbeats in normal run or by SimulateLeaderCrash in test run). In this behavior, the node does not respond to non-debug-messages. After configured downtime, the node changes to follower-behavior. + +![](src/docImg/raftFsm.png) + +#### Configuration + +There are two configurations: + +- ``./src/main/resources/application.conf`` used for normal run +- ``./src/test/resources/application.conf`` used for test run + +``` +akka { + + # Log Level (DEBUG, INFO, WARNING, ERROR) + loglevel = "DEBUG" + +} + +raftPrototype { + + # Election Timer Min (Seconds) + electionTimerIntervalMin = 2 + + # Election Timer Max (Seconds) + electionTimerIntervalMax = 3 + + # Heartbeat Timer Interval (Seconds) + heartbeatTimerInterval = 1 + + # Raft Nodes (Amount) + nodes = 5 + + # Crash Interval (auto simulate crash after some heartbeats in LEADER behavior) + crashIntervalHeartbeats = 10 + + # Sleep downtime (Seconds) (after simulated crash in SLEEP behavior) + sleepDowntime = 8 + +} +``` + +### What happens in normal run? + +All nodes start in follower behavior (some of them will change their behavior to candidate) and elect the first leader. + +After some (configured) heartbeats from leader, the leader is simulating its crash and is "sleeping" for configured downtime. The next leader will be elected. + +This happens again and again and again... until you stop the program or the earth is going to overheat. 😉 + +Data exchange (write data trough leader to followers) will be tested in test run (see below). + +### What happens in test run? + +1. Leader election (after init nodes) +2. Write data trough leader to followers (first write data to leader and replicate data to followers) +3. Get back data from all nodes (all nodes should have same data) +4. Simulate leader crash (triggered in test) +5. New leader election (old leader is gone) +6. Write data trough leader to followers (first write data to leader and replicate data to followers) +7. Get back data from all nodes (all nodes should have same data) + + +The ***integration-test*** is well documented - it is self explaining: + +- ``./src/test/scala/de/maxbundscherer/scala/raft/RaftServiceTest.scala`` + +## Exciting (scala) stuff + +Concurrent programming in Scala is usually done with akka actors. Akka actors is an actor model implementation for Scala and Java. Akka is developed/maintained by [Lightbend](https://www.lightbend.com/) (earlier called Typesafe). + +The program and business logic is divided into separated actors. Each of these actors has its own state (own protected memory) and can only communicate with other actors by immutable messages. + +![](src/docImg/ActorModel.png) + +([Image source](https://blog.scottlogic.com/2014/08/15/using-akka-and-scala-to-render-a-mandelbrot-set.html)) + +The ``RaftNodeActor`` has the following state implemented: + +```scala +/** + * Internal (mutable) actor state + * @param neighbours Vector with another actors + * @param electionTimer Cancellable for timer (used in FOLLOWER and CANDIDATE behavior) + * @param heartbeatTimer Cancellable for timer (used in LEADER behavior) + * @param alreadyVoted Boolean (has already voted in FOLLOWER behavior) + * @param voteCounter Int (counter in CANDIDATE behavior) + * @param majority Int (calculated majority - set up in init) + * @param heartbeatCounter Int (auto simulate crash after some heartbeats in LEADER behavior) + * @param data Map (String->String) (used in FOLLOWER and LEADER behavior) + * @param lastHashCode Int (last hashcode from data) (used in FOLLOWER and LEADER behavior) + */ + case class NodeState( + var neighbours : Vector[ActorRef] = Vector.empty, + var electionTimer : Option[Cancellable] = None, + var heartbeatTimer : Option[Cancellable] = None, + var alreadyVoted : Boolean = false, + var voteCounter : Int = 0, + var majority : Int = -1, + var heartbeatCounter : Int = 0, + var data : Map[String, String] = Map.empty, + var lastHashCode : Int = -1, + ) +``` + +### Akka Actors Example + +```scala +package de.maxbundscherer.scala.raft.examples + +import akka.actor.{Actor, ActorLogging} + +class SimpleActor extends Actor with ActorLogging { + + override def receive: Receive = { + + case data: String => + + sender ! data + "-pong" + + case any: Any => + + log.error(s"Got unhandled message '$any'") + + } + +} +``` + +In this example, you can see a very simple akka actor: The actor is waiting for string-messages and replies with a new string (``!`` is used for [fire-and-forget-pattern](https://doc.akka.io/docs/akka/current/typed/interaction-patterns.html#fire-and-forget) / use ``?`` to use [ask-pattern](https://doc.akka.io/docs/akka/current/typed/interaction-patterns.html#request-response-with-ask-from-outside-an-actor) instead). + +Non-string-messages are displayed by an error-logger. + +### Raft nodes as akka actors + +In this project, raft nodes are implemented as an akka actor (``RaftNodeActor``) with finite-state machine (FSM) behavior (see description and image above). + +#### Finite-state machine (FSM) in akka + +You can define multiple behaviors in an akka actor - see example: + +```scala +package de.maxbundscherer.scala.raft.examples + +import akka.actor.{Actor, ActorLogging} + +object SimpleFSMActor { + + //Initialize message/command + case class Initialize(state: Int) + +} + +class SimpleFSMActor extends Actor with ActorLogging { + + import SimpleFSMActor._ + + //Actor mutable state + private var state = -1 + + //Initialized behavior + def initialized: Receive = { + + case any: Any => log.info(s"Got message '$any'") + + } + + //Default behavior + override def receive: Receive = { + + case Initialize(newState) => + + state = newState + context.become(initialized) + + case any: Any => log.error(s"Not initialized '$any'") + + } + +} +``` + +#### Service-Layer + +Classic akka actors are not type safety. To "simulate" type safety, the service-layer (``RaftService``) was implemented. The service-layer is also used to spawn & initialize actors and to supervise the actor system - see examples: + +- Spawn akka actor: +```scala +actorSystem.actorOf(props = RaftNodeActor.props, name = "myRaftNode") +``` + +- Ask (type safety non-blocking request): +```scala +def ping(): Future[Pong] = { + ( actorRef ? Ping() ).asInstanceOf[Future[Pong]] +} +``` + +#### Aggregates + +The object (read-only-singleton) ``RaftAggregate`` includes all necessary classes and objects (actor messages) for ``RaftService``, ``RaftNodeActor`` and ``RaftScheduler``. + +#### Trait ``Configuration`` + +Scala traits are very similar to Java's interfaces. Traits can also include implementation. Normal classes can be extended (inheritance) by multiple traits, but only extend from one abstract class. Traits support multiple inheritance. + +In this project the trait ``Configuration`` with internal object (read-only-singleton) ``Config`` is used to pass user-config to program. + +The user-config is defined in the file ``application.conf`` and is loaded by a config-factory (see project dependencies). + +#### Trait ``RaftScheduler`` + +The trait ``RaftScheduler`` is used to control raft-nodes timers in ``RaftNodeActor`` with the following function-calls: + +- ``def stopElectionTimer()``: Used to stop electionTimer. This timer informs about "heartbeat-timeout" (``SchedulerTrigger.ElectionTimeout``) in FOLLOWER behavior and about "election-timeout" (``SchedulerTrigger.ElectionTimeout``) in CANDIDATE behavior. +- ``def restartElectionTimer()``: Used to stop and start electionTimer. +- ``def stopHeartbeatTimer()``: Used to stop heartbeatTimer. This timer informs about "send-heartbeat to all followers" (``SchedulerTrigger.Heartbeat``) in LEADER behavior. +- ``def restartHeartbeatTimer()``: Used to stop and start heartbeatTimer. +- ``def scheduleAwake()``: Used to trigger awakening automatically after downtime in SLEEP behavior (``SchedulerTrigger.Awake``). Awakening means: The node changes to follower-behavior. + +Timers are controlled by ``changeBehavior`` and ``followerBehavior`` in ``RaftNodeActor`` to stop and start timers dependent on the nodes' behavior: + +```scala +/** + * Before change of behavior + */ +val newBehavior: Receive = toBehavior match { + + [...] + + case BehaviorEnum.FOLLOWER => + restartElectionTimer() + stopHeartbeatTimer() + followerBehavior + + case BehaviorEnum.CANDIDATE => + restartElectionTimer() + stopHeartbeatTimer() + candidateBehavior + + [...] + +} +``` + +```scala +/** + * After change of behavior + */ +toBehavior match { + + [...] + + case BehaviorEnum.SLEEP => scheduleAwake() + + [...] + +} +``` + +```scala +/** + * In followerBehavior + */ +case Heartbeat(lastHashCode) => + + [...] + + restartElectionTimer() +``` + +#### Service Configurator Pattern + +The program architecture is based on the [Service Configurator Pattern](https://www.usenix.org/legacy/publications/library/proceedings/coots97/full_papers/jain/jain.pdf). + +The actor system & the services are started and configured in ... + +- ... object ``Main`` for normal run. +- ... trait ``BaseServiceTest`` for test run. + +## Scala compared to Go + +- Data-types in Scala and Go are strong, static, inferred and structural typed. +- Scala intends to multicore architectures and brings functional programming & object oriented programming together. To improve code quality, you should not mix both concepts. +- Go intends to multicore architectures, too, and is an alternative to the programming language C. +- Learning Scala is time-consuming and sometimes quite involved because of the necessity to be familiar with the concept of functional programming and the huge amounts of complex concepts in the basic-language implemented. +- Learning Go is not so time-consuming, because Go is built on easy & familiar concepts (for example the concept of object oriented programming). +- Scala is usually running in the Java-virtual-machine (JVM) and can interact with Java-libraries. Compiling Scala [native](https://github.com/scala-native/scala-native) is possible, but unusual. +- Go is running native (is not compiled to byte-code) and can interact with C-libraries. + +### Go concurrency + +The language provides multiple possibilities: + +- Concurrent execution ([goroutines](https://golangbot.com/goroutines/)) +- Synchronization and messaging ([channels](https://www.geeksforgeeks.org/channel-in-golang/) - very similar to akka actors - Buffered Channels - FIFO) +- Multi-way concurrent control ([select](https://gobyexample.com/select)) +- Low level blocking primitives ([locks/sync](https://golang.org/pkg/sync/)) + +### Scala concurrency + +In Scala ``ExecutionContext`` (default is ``ExecutionContext.global``) is responsible for executing computations. The default ``ExecutionContext`` is a global static thread pool and is based on [Java's Fork/Join](https://docs.oracle.com/javase/tutorial/essential/concurrency/forkjoin.html). For example, you can set: + +- ``scala.concurrent.context.minThreads`` +- ``scala.concurrent.context.maxThreads`` + +You can also use multiple ``ExecutionContext``s in your application (or server-cluster). + +Concurrent programming in Scala is usually done with akka actors. See "Exciting (scala) stuff" above. + +You can also use: + +- Scala Futures + +```scala +val future = Future { + getData() +} + +future.onComplete { + case Success(data) => println(s"Got $data") + case Failure(exception) => println(s"Got failure $exception") +} +``` + +- Threads and Thread Pools from Java (unusually) + +```scala +// This is unusually. Better use akka actors. + +class ExampleProcessor extends Thread { + override def run() { + while(true) { + val examples = Examples.getExamples() + examples.foreach{ example => + process(example) + } + } + } +} + +//Start new thread +val thread = new ExampleProcessor() +thread.start() + +//Wait for finishing +thread.join() +``` + +### My personal opinion: + +- Scala is more empowering and you need less code. +- Go runs faster and very effective but sometimes feels repetitive and very mechanic. +- Scala is used for high-level cloud-applications (for example [Apache Spark](https://spark.apache.org/)). +- Go is used for low-level applications to make high-level-applications possible (for example [Docker](https://www.docker.com/)). +- **Comparing both languages is quite inconclusive because of their different fields of application.** + +## Prospects + +- This implementation is a prototype and should not be used in production. +- You can use [akka cluster](https://doc.akka.io/docs/akka/current/cluster-usage.html) to run this implementation on network and different machines. You have to modify the ``RaftService`` to spawn actors in cluster. +- Do not use Java serializer in production. It is slow and not secure. Use [Protobuf](https://github.com/protocolbuffers/protobuf) instead. + + +![](src/docImg/logos.png) \ No newline at end of file diff --git a/B-Raft/src/build.sbt b/B-Raft/src/build.sbt new file mode 100644 index 00000000..2cff5a1f --- /dev/null +++ b/B-Raft/src/build.sbt @@ -0,0 +1,25 @@ +name := "prototype-scala-raft" +version := "0.1" +scalaVersion := "2.13.1" + +//Akka Actors +val akkaVersion = "2.6.0" +libraryDependencies += "com.typesafe.akka" %% "akka-actor-typed" % akkaVersion +libraryDependencies += "com.typesafe.akka" %% "akka-testkit" % akkaVersion % Test + +//ScalaTest +val scalaTestVersion = "3.0.8" +libraryDependencies += "org.scalactic" %% "scalactic" % scalaTestVersion +libraryDependencies += "org.scalatest" %% "scalatest" % scalaTestVersion % "test" +logBuffered in Test := false //Disable buffered logs in test +parallelExecution in Test := false //Run suites sequentially + +// Kamon (Akka telemetry) +libraryDependencies += "io.kamon" %% "kamon-bundle" % "2.5.1" +libraryDependencies += "io.kamon" %% "kamon-apm-reporter" % "2.5.1" + +//Config Factory +libraryDependencies += "com.typesafe" % "config" % "1.4.0" + +//Logger +libraryDependencies += "ch.qos.logback" % "logback-classic" % "1.2.3" \ No newline at end of file diff --git a/B-Raft/src/docImg/ActorModel.png b/B-Raft/src/docImg/ActorModel.png new file mode 100644 index 0000000000000000000000000000000000000000..a089ca5e4ba80c165f8f09d47a61f761d25ca350 GIT binary patch literal 45396 zcmb?@WmJ`G)a|CEyBld~5EN+;K|)HpQ;-Jf4naDkOS-!|q{9PPAdE2#p3AmBhC@JJ|6z~4wDkQ;&jA%2pO zQAGhCFBH=d@Ml!}w_2Yd5OjRlZ#YP5Itc_q1CfywS9MF@TX1!IZ+44(WH;edz`lU6 z^*NCN$u#%v8zf03{n)28G+`(?@EpMtL_#do3RXYILW^swY;WNyR(eQ5ZI?kNKnnyB?qo| znhS>(_9;PD&1W?>PL{^O1)o@DUETCLPB|K5V`Ch0a;tr}f8Q1LoE}$}d_er~1J6evOHbM+E=EYqv;2Dd^HW zp8YyoMQdGJ47L+fTq1Xm`?Ft)+~%VcT6!ufc-`IIKW+q2QBlWt&mn$;gKyp3-BZpV z>XlVhKhM;fn;ft9F|)9+oTkJ6u+kmmb~40NPLZLk_ka-!JMV+)x5NeYR#WQ56%ABw z%WzJIigB&x*g+?Ax-ux@WEJ=VeC2$n%q3iEqA1N;EtmwX@lu1`1L?Xbs+O{%rJ9`=7_kjrzNYp~(|^hf^gV$SaBWQ6m0uXaqLm_XDc zL*a{2Pw-P#))Dm;*h6sDQf6AYyl?j#CpzNd@X^rG;UG+k-+E)|q{lnFZ&?W?G`EBC&Aaj`cO_;7za#avKhQLmksm)A8lMT~`o^`X^HU7bisNXXKuT)&d@^3&9| zQ&nwk={t+R2afc?#(&(hUbEAuUG*D}85$X%C4B;`RZx@rDdRWKgIDvP#)Oqhq4tiB z5*8NBjPl8TpEgHjHvda`j@htKc2$J%vI# z|I_`(kH4f6g-9YOUg3eOkOZ%lc>Oy6@}=FP(02V{>!HYehxgq2?8jdPGMgk{am2h( z3_84CY1di6nVXyQ+RPFtC@5IW);(MF*k#uR`;y9BS#0leO=h=|+S zPw8sw8J@Ul^>Xc?tt|^lX=#(4$>PD`;jfEv;o;~W7ki;d=tN>Th>)(6jgjN!KY9fGxm7J_@?*C388hzb&4x`}khG@K=KS z{_k=fBm)D3nRAAh$jHbmhnR=ByTWoWmI0jdWo+}-lIDBw$kl=$=*?y7g)KOYmS_QVx;u}o<(l)-Y(WvLij6T<1XMm(D?F7tP4?MGi=KxG?rik*l7l~fl%1GM!FHKQh>vgLrXJ2`g)TXCAP4qu zG1tKUaGLq})>)%czpp~CRlZ_mbhJMNmo6qXl?94~j6BjZ3@#XhN{Hn8`Wjfk^P7u( z)?KV$6?%ea`*RwWPX~vFzAt|dbXe=hg!oBhivg$PHtd2RK6xTLb$@p{<_7#_#9Ptx z@}Mu3&#L5iD)l@|vv{YlHy}_W<=jiM#ez^1DrgZP> zo3Lk0TpV3Orq9hs$m+}Mv==t;Gzw{gmXpjsfblN0ILD2?Q&8wnv+F>GsNG;R+AT#j zHSupb2|)a0^ScAFMNnS8e7T*vF_Hu`46}};&c_FGVB^SbZEee&n@oZ)O!_f?r1GJ& zB%qaR*MD`cZE@PhQ!mq0J}`$JnPdZTxORis`ky~&mi5{go0~)59Ll8WF_Y2)^xN} zT8V~?MZwkVb9Z$-;SS8dMm=r&SE1a1fb$ML6q|xysl*rftm$RibMq*tA4^LHAlfGQ z1Pf#+So|u8bSeXftg`z?U;i7I%bundtDLQE1r5px5elR`=S_H?XUF};93wksu%~{T zoAS}g$=4|1v+>snKBKT>Fr_5==zn#+nHigu#FUWfvGWY#r(G_UDdL@X16+ZMEK)I;l=)3uJ`T5TUpr>6`@k~@~;m!UBb9=nMtoAs!Y&+^kcUui*V)3@gR|y5d-}q#G$lk?;<1{@l zj~*6rG6Y@wdqeTf2BacLp6(as=dXYOpD>*E(k}4=vm6^@TK-b>@$NYhyY}Z=^D%hH zqT3p#E=XZX9C{MqlYflR1?7M z%!Opz#kNpjL-07%qjLSwTxsl&qD)N4AfUYtCt_bdJdEZx={H>J@IE>{eQj@FC4*u1 z?3D#21O&D(*{{FI&du3%vZqCsl=afn(1<09!JIz|qy-7}i;IiI3s!B>Kv?BrJ;3%U zZ?VN09i+{;Vc--On9d(Q6ztu>u4p_<9O4J;Y>0}er>Dn?QgK^73>;mOyZ%~#q{G#b z5o9&T*37}#na};GJW48(%;;$OJBg4R7lcMwm~yVsZUDrHBd`#eO?Gg@m7Na)5bjqb zB3}F=H(PWNWB6kb*Nk?5mrv}y$&ZVep4Oxg@gnhkxGvl~w_9ily1H`f9T>>fs{NqZ z>QZhUA>}UX8w`x#Q_v>(q)jG#ORRTl&Uxlh`gI*vV#S`PF!)bb86nhZm#d2S-0??I zi|QX-Ki)1q#$;q*y1Kf?afq0`)6v$0gM+JabpI8QSjOoc>0elAUQhi2#1ZL_%MRe? z##@}Nwv!th8_(E%zzJ77@2W#qA*Xe9yjNFO5S-Rq61)(TfvAnNg3}Q$B(;%(DTRg?Up)fhyuXD zcTY`e%z~Jw!%ToyXER3x{G{j4e`#h*TS?Fblo;P&U>-FbQXp9+WOzQ@xt|>@=xFoW zjwG_1E!GxH|EgjThF_ei{begwetmBvjsK%6AX9hmc-wg6HO=@p`)( z8$qy)-*PPkvdqL;HV7v@4K{OCpq`VIl9H9_J=^~E6a`*IMdj$A^)R(}GEW8{ME#~e z)MBIpt_KnMa!IS;aFTW&Zgx5E&Zi8_zKMdeAg)*!u9`3l)VI@}zMZO@tE(!1RBH^p zj**^VkU+$7?5|JEB1oSX{Fnk^6OWdTF5mG@=1Q4XEiCG+0ON7I^=0re5B$4|wtEq_u#7292dq02&+S=P!*47Y!w|x!{ zPCcWdX(69v@qhdFZA_#V36JU9pd|{?<6it^A@`ayo2$kppK#dW_)QOpzIZ`&`scqu z{mLZ0se*UpFt-MQHU>JD%#8rb16J3r3sB&MVo?eh{z&GY2%BWUq~ON^>x+L!ZOJhv zd`WT8eyQKv-@lq<;PdP>9hmW2`{iO!%+uGy?PH*rGezwMl?2EsHjes_5BJp$Yf?Yb zU)BB?13?<$eW5}hIBTUb`c z-v(kXc{}8wx#^F$oDllas2zlDoRZKp8v~g&yFy zzHUm-$hZo!l*LR9!$I@rH(7I9o+O<{TL2W%-zq3bxwyOl027CbDypiAE3WvRoS^GL zdRd<#IMXeVQkpk+&ppxwoY6qu?*=Bfvb`O;ylhx!yD+={=~;2j7#AleHj_en7f8M< zo10&Xii%`?IY6vxphtlRSjPWd+6!39nQpYpwEn3hr(6n!K_B4PFsPQRR;qqy9I?|5 za?$Ilizb02v6%TVLe@NJdSF06OnN#-{)F}JBM2sZ%mFmZgRyh~r3tUDt;MFNTkpo; z5D^6fkZA;Rki}F5WgKcrk}M;RwLxj_>gp=YR;{P2#7jWcND+q&Dh?h~GqV+73*W&T zVv>_J%dMbMvY$N!X{%y|+n_E-Dy7S-S)T)C;SyBf%Ju!ESZONXM*r|)pEz}D`j#*5 z*z)9>%scO>Qee#4xnOYdKj|V3#ylkSsQ-oaud$Vx7py$;m07 z!qW$fhPY5+5Ld3&;}nmU9v>R#KMu=Tk}iKfSg~|MaS@+m9JQd_!Z6Svw47k3K@qd8 zAY!s3Se}N$Q*?Zd_Lgzy_pYs)w~C??4olMaK(*_*{tHdzGXw~;v$LVT4z%RP@XFYq zgMwfYU!A-b5FV;ipvJ>;aB$FUw9Ob=XJz2KsFHs4B+E7+ca?0k4{V(EiWWgbTHY)O z$V?;8p^G#@{^eMIbt;ebB6G06pm(k*MbFyNMqi&wIO5Ygn&^V{b!iKPh{rN6eTK>g|ka;w|J^(Kr2xw^U0 zercFv2{tHwtOMhH=)fEM!ih}|=9>Y40zUgiyT!k=Aj8zfGbrb-m0ze+gZkl$&K#FDmOK0T>Y=RqrxzM8T zqj#M61a^acPqtQh)t?z9-pfyQ@BBXCZ6AKN>knG#`k@X^fJLxiYL^=j2lK8=-u%7~ zZIQI}JbnKb7EkSS1qTWj-tF$S&4TWm;CvYSrngd8FZsLc?=q|_va%pO!I(XF*QaLZR2(jvq9POq z(ddCmq*L}qBVM{{nzvpg9i+rhT$u!Cs+&J;8c!A}1InvL*-7#*>o?e6Q&V#UlKR^1 zVP_Jw5!>-QI1;Y1xWY)<+VWVvc6)nu);b$nYMKt)1pyGQkpa|gP&RdH{KpKwhy#fU z5F{pJ--K&!z}Hu8mJ^|z7B2#c~XJhqqZiZO z%E`TUa^l6J7GW#R6sEy35G8+N?kQ3L@tai+tsnbh(w_@ga|77G)$hpErg-A&1CP&v zr48>`FE7Ig(JMCYMsbd>3}nS5lo_Ls$mt)X%V5rmAY(#s8;X&|jug zD^kC509cKg2^9gF;d!kQ2^3lyz&d0o?`n7F>Qq#A0B~r3?U=~OGyNf!fA4~}!7yzt zJ3BRL_j-0}|HV=NSCxg7-<1Z@AY9KOO1cvMtzS$DMemLRhXk-|kr8X=R505K_QSXD z*AYrV_6;}ix$cv~{kahEZyEC-+i}AH^ul0;ehB6G^b0sXoI^~@fb9GNH_BIz^c=cP zhPfeIw*O3nO*Z$ZVQ&a7%(8X_5Sy1r%q95eRM?*pc4_3kc2G1~Gyc@v+)N_i#2gkL zZbL%KXZp_|a)6CR{$*gXi3RVDjQOYBx$x_A@kAA@pS)xeEIt67YciizB4%z*aKz&# zh+MIK^z`(glopABdUNxvR~Q)0&ePseRG)3rXe~%ndw=$Qyq}W7Ret@CLuLaN%rZ!) zaqrj#N=lPtGQD}CmG#=W%X-aAfk)WR^ShYQ*8VduqH4EeV+v6pU6$MC;wm>yB_s_c z8{ik_J%KCb>N3tS8Z-b2-I|1u?|Tv~-TT*pejH@DE{X&CMAfG%h&NXnhf2{Ig87FZF9LE=mNHtTXh0pMM*$`kR z@UFmJkFB&GcD%Nd$wlMurt#F9HI?&_ySaqF9i=9k3bn+JV9fP^>k|lB!GpBDyv%BHZ!u zaZO8hM$?Xy9#7sR%d$>`wYau+DtP%#)ZeW`he5>$3L>@ya?j~p&!*CScv}3+m##sb zt?jBEjvHtS83I87)q;CCC;Yd91Wz zNtl_L#gvs}BWZJPWYw;pNjfzuG4Cj5B8cNyQ^Mnld!hU{G7>k;j*z}w-mtnBWI*1P zE!q7w1#x|$W^s3l&c~Joq^sU*9pmnp%*<$jIG!>yqjYrW)&`dR&yF=EBm&Cjg>`M( zi5p$vo_N6(rAIiM`y#pYr(QbidcjRW91L_&Ow*qq-j^3iHN{EO5G=y9NU<0!oXPoSkncv4Q#_+|0=VS9Pm+1TcM^QXa) z5tC95HCU})q+;UfW-@eSSVUQVneo~-mI}YK{j=S}e^s+qc*^G>Ys#zJ&h^fCa4xoG ze#{6YLpeaDzc*^<--(?N%>yKY z{O&yhr$J2mtYVw)g{DJ+YSgkJMZ=@tgjrb|vFausOGov^e%bcdD45LKJy@I{sI?I0 z{wDCV%JQ<7s<+EV+@ttGJVD9e+lbHw&>SRW?P*9!7(0%nYQbmH@}rZR5zS^MN{Ic5 z)Kh^m!Jsi|L=zC}!`ljIAO`y~J?qXIN}6R!I|G+z-&c*q?Nhv_X)EO<`QkD%A|o(N zaw=U^yQiSC(M12I4O5GHJ~ICN7z zLT|^W}=0mR!zW))%rKmsRwwhCFA<k%RRfD192?sVa8zXn zVW~*oQktQI3_nai);78Bg6D+KW8LbEq?LtKaO_WVyWD#%y~N2VSubuLL|8es?;JAd zC0ika3CUiJs+u*mWzZq5xI;)^0NEn`LTvhV*LJ3SW$hLdr+nP|lW>TiDJk1`3-|Zs2wusS)b-49=9=z=!EF<-+ z%miW~NeH8PB>2I*Q zaJhDx(()7nK2B>!$HqK^nB$e3b|JSj{bU>BJZHYxY)*GAT*(00MTSc=K=PqNzk4CGXN(k5``X!~ z`tEXLi=*G(9_eVnsoJa$UbgaAY(fH3xjK5gzQHJ=q$BL+Wij+p)gv*3!UL~Ld&cv( zXP`ratR;)o-{xtBr7GJ(Hm7vI-mI2TCR}~cB~gz+^RE^56~=`+Z*QM);+!Meqt;vO~q_aTQznZx$i*HZ+iA< z?AEWpsfwzC8Zv4fKTyHO^mDi!&e}^sp62TVq=rN7;f8N{-!fGU;wP2+Y}bhvp8`Q# z63SE1`cmLa3HN$9x(acDn&(8UJva8!JBtrIJ{Vf0$1uL1fC@qLeQ`&x)G`;ZFW{J2K*9bE(D7Pe+S4$phkOd*O9ob!-$T9%ED2Zq zgW{8_YB1aS4Qy*z+pWSR1pR_(GpU)20$COxYKMh&lJJ#J8=VP<0a z0S4j{(?KgA(Uiv9S04oaWJ3*?2W3r~7f7-kq#Z=pbZ0I(+6B()5h3u9Ah)uf+OCei z{xtH!ZJ+4gue$DV7QV=%|`-OFvvE%J5hJ5Td_ysqD5=TpPs(X9s)Cx`*G@H$KH9mBb_&;I z*JDFJf8s*$QAz|rWnijq=KK+U+AOr_=?UmzBs@Q5=SO*2m*f>&pJ%g?>AB0V6l1h^ zK=8m-wfVXlYP`fG_Q+stZN4(#@)Z=s8oNco$?z6w-SR1ioIG!eJ(Ch8tJWN;7MM*m_;{`U3lD{$|x z*VoqQSPM6`>~U-*LuZoCw3k;iH!@kb{N;Q}M-;w+WV!kf`Fb_SL5uiZ4K8=uIiELuV^I9u*4CRymj88$^*xjeh*!d4DMA{>!$CM;K22;C(>=#!;!XVQFC0zpr4c=-0~$&UvzQ;|pA!Gr`rtfO}|B~vJ?!7hZB zB?&@cnwUXB@_~otM}V3(HpK#q0+y~<$%2O=*8XgLAZY9Ae@o_1@6ZZ46Jl?Jdi54r zsnmo!JgtArQVO*!M(XB@NiAZz@_h-&vUaCb*?y||I{jV$@JgYl_ULtPyZ*0=R9Vip zej>~@kZJ@kItU;Gu56Zzg=OU8*U3i@z%p?<>o_{DN@S`!gNPAQw8HX(*M^(9nb5TR zq#PMSp(|HU5-*E2+416|Fjta@_st+)$bU>VDPoi2Itr#E!@?eCF&BEeJ0AjMo$+Bv zp(N9Z%)!gwsLWqxS3GRn@_S-d9eyizLIMfN3uKLv0i)OVx0eItc5P1+UNS5O>qFwt zjm4W=0~I(8PebQwS^(!l?bqZ-p+i$706Spi1y#4!^xm#+w(S{!{ILut1eeI{Z z3YF>AD+7!#3OafZpzq*9!V~U4i4Y6Zk-4m@X6}h(hU>iQ4?+wK48*0Nz!0W{8z7 zW%@^dvqVEC?3`(+?=}|xeK-~aJqJRKSyxx{ukz5IrBpzx3VTq-B&h)VvkvO(C6IMk zsSU$JER;%&4upjKYLze zr-!oNvL*o9waQB)wM@wE$nfJ5=t9h{C?UWIlPz1?Ex8}Ms+N7GJstgMtf;K3+_{pZ=??{e2yyJcWW#KgoxH(R+XDX550 zL|_{^!IE(rKE^Sg_=Adstu$Jx!?;SfNu6A&v(#0es=O#n)gsCGx`96Gi=ybgYRRpI z4q68l@rRzG16ykA_GhfvK>1=>Pv+Nj!&_*Vp9;H3RRa`{>RToE@SKfBf>vs+^qlnH zfp}@PNrbCeEfzp#0z>^y0^G`aX)*q;ROpgr$N2{#~BXJRfv{Lhu$ zSs7cOKsfYQ-6i=50CNob^%A9o_>1+Zq{$amq6e6NG*PUsFO9!h?;|J32BG3JzJ)Du zdS+n(okrz97}DoKwh`|e5|Ks-G4yKh0mlA zKm6_6x2ncXfTR61h)4KO*BRBQQabQV2OC z)RU1)>!|o!)Y2)MuBy)c$l_r=JRoT42HXZDr1X7f%>&wRkuf-EA~*y&D^5DPG5#3| z&^_Wd9mFXH?Q=|IWQA<``W|paJ1;W|zE&f@ET8gNUe$SMLADmoYK>`c7w)*(VTDN? zJ=&W*u3PR&NpPSjbS+h^an0q6X;FvRLxnbxk&y{cg)SzslNp3CRiJG!_N;=r0R8+JGqDasCl-*kQ8ZVMVehrdR+()(c2{KiA5`3~MO{7eNjr}nwPQi}Ih zSG$AO2Cb9D=FMCV=0kzVOXthaEKLUgCI^(OO>dgD08K34>66NjSV4^=G8h=;$fT<` zD2X2qRa}y2KkoTwCQIVPzTxNRHv~Cu>vuW%$w}{wKMcUk@0gZ(i%`fa>}#8Nz>(CR z&?+o&`OK{T`4jAZ`bS1Di2w~L^@R-@(&jkBbCAAOlQs(B9@!8%4!C~5a)Qj|u(IF?9sE@fQ(g zKAyV+rB}!HiK^<%1j(YlBB{LGJ_SBLK0xQx@WyRY3^-j$I4Bb(h3pMqDW!9Y68)YN zSV|=Rzk@$xj({C#4fESCLlQakSfKyi-ZQ4U@f)h}62B;|=$o@!=_!8(*g<@zRnUY_ z0h=A-reX4bF zb4mhMXEkanh zzYwdJiGI?0;o^2hU9-m&p=t6n$eUN?$P6#cEAZqb6Jg3rSQnN2g*Ajm1TjX={-yTK+g`7WAX4#?@n;u%7Ezli6+OBdm8yy+O8`!JtsJYy0 zG#ky(msjAtE-8;zzVLYnItOPV<4wUMYiPQ})chZLEMze3%tIK6EB%4=Bs)ti{f}0$ z>ME?A9nRUoOpcH1OM_o%ORzdXoVEaERnG(!C{vO_O!+A!#Dq%ZdL3VDBoL^2L9?IV zB9#qrtZMICT}}{bS%y6-ZOoZ$ho2m=$4j8{?sGKIr!TQpbnD)yg*?YkXf&>|f-J8x ze3O<`m4=B4f{69I0NE`c<-9cx2Xqv@I(F?r|D{E;*M?4^*&liq9$kkRM(nKywQe_S z;`jk>=@_t)HG~Cl4h{Lq$s{w$$V^O3pTB&0J%jV0u97i;7{HPk3+Lt$hAJtuKNtR3 zP>8U|m(ESc_{83^<+g>>oe!a<1KueGLst}%K8KioU%xZ8^qgYrICW!{j+Q4E(EKnx zE4BAotaVwS_!lh7ER|xIsEkd!4h0~OE1((7TYD8GAan|SbLYW^F82*9INGYm*Qq%n zw-4l*wcFPzH6EaP1TJn21fn(SPe3IERw&1+h_9vH^Vk_<$;2c*FCpP473nwE*mqOJ zELMo1kO42trb)NGKn`4XZznztokEb&MQyhEm)j`5B1Bxg>-w~-#!M}I^WnB{x4XM{ z_jeiG!H?yq$0vBLqV*pUcx^Fs+tKJ5!}JO;j$L=3+--`kK70=p^J;4nwZIu~Z*2l< z2m32~=xPaS5T3=voB0D@^tTUk@{AP+rEX!+wO#*lWWW9lc4BheSW=imC>h9dzQ)Ck z2s0gxYD)rHE)X8T1pYt4X#mj*zB@yQ;jBFkzHj>Q_nho^+$E*1f!2{Yh=$Nbr?!g) zLeoDZOe4Tc|Mp_Td*N1-zW`ZCgHVhbw|`dHGlH(4xyJB6D=4e1l9Jzk{tPKpM0oS2 zU@C$FRX&5I(rST>M1uQ~C($8UFZ8y_YuZEaqA6 zq7Ea9$Q;(VIt&wIi4HXo>r5mJedH$l4ky|YPuuw>|7Y(DXcmt)?~HFl^H2TwH@{0Q2ix7te)TUF|h#SYE}fqlClIM;EGxvv@gsmL7m%I578H3nMC| zhzv|m0GYTS3j?;FkUyl?RsdM})?_ihdWCK%P`aggwLV;4>pFdNMN@oSdXwJqj9OQB zDZNcO#K?d#doJJ?<4|Bm2Bp5&@tZQ;<_UUtFf6pp^2_wOwSU%df&vW&LQynT!q_BY z2==n*J^jJsc@n>1TyE~PbJ555%L?zEBXwKo8BzNBy80vi!qLY&MR7=3>vzyM=}e_L8Po z93o@gQ;#1b=}5~+(mOahc4zuNgaSDhsnzeY;Bl)X~W`Tz{BPAk!QMdsfn8C!#ohjE)QoA3Ma@q2)!YESk}rgYLj$gJNiMC zb*by{qOivxG!zk6nQ|2z z{{|Ndmd3QsLkU0s=&$cbsE^4rfY z=(TmcIFTz)i%GMZ*I?-*LJf>iL9a+)OS&^D_!%;Q5q@B5K3B1;qE?*l|0g<3$0v1~ z=jm1-ePBotmOGd+;o>ii(1Iqjm%jiVAo-OFaBOM8j#WYPku~$9Ql3fvEmE@J3Fc{uQ5_IA^SZaFOZ#G^W*F>T>)P%vI$8&&9&5@bYp!3opu`rU{in@}o=_&-F zGBji-3&_L`WU10KGO~YK$Wz_0TKaPVxj66(F(7)f-xwx@#Sfql?(#U)EqR*ae1AE`uWc*L zy}dmy`(-gOwvqkAba-ZlR9svfR;D%#1i^b0HvqSzZmXvv>%y&m_-+8eNr>McpQtU| zgD|Y`92RrEq~!=1ILo#MxuS{zkog}R{h_-^Z`;)U=rqud#)5Qp-?EzocdLMzE-t`d zz($-vVaPbJzqf}2P&mNM4FXCT0O6G|ax34x`r7ahA zDG(f%AxD4GjNu&~@4F5bpwVEop*LvdpjDC0s^0i(m2Jjx`s2M~S*C~{#jfF7s+wAV z*CiyEJ)DuAFXS4(qN0g)7&!Fs)^=vzdqu(__!*Q|OYi~%fppv+2wE?;k@`(H`p(pt zO{kUy!~KpHxnb_OI~gJC43^D@jjX{$pYibo0NG$r3J|;w#`q4?mH-LA^-K+t1_r*F zYF3qI^z&yy{Bg!9&y0YqbG*_(6ih!6gM;Nfr2rdNR8#~T?g4Oz)&VC49Up~d4v6o5 zlm2#P-Y##H-%Vu0)j`v4B+{YB2+WWhLltR>ILG|v{k!g9<;#W{F>&?n&%W?gnym?+ zN6P6ILKLhQ6_VZ?VP5uUv-PX$+S^D+fF{*;badpZ?>(G==_e^=qqJI0u8vmR?v4kn z?mfVeAPO2MJ&}a&_25 z4orr30Q3}SQ&xaHI=Z+BuB_w)GzB{qdF(5|7mtivjvW3`)w#Ylo+=6h=`le0`wwcs zfBSHAb2qu{lR+H(&cJ-Yu<%r0pV#gS0I;(FAUV3clm3?Q@v6 zdSyj<-&R+$;h%cx2TZ|n1x7XVPQVxu2AI?+?FVCV$iVd6JUwBug%r?lA07^n%Jm2C zuiaoBn#is*Tro5@HUM-jVD`-)2;PC5HoK?@g)H(3P*s9j6P%*GlM^VLk-@Cx^8S7# z7+%q^a>@HT1;&(8Zp-ntF#jo2_{4Fz99AVQ>R03Qy>HIGR~hwKlYy}?e0T%|ToRHH zAjk(iA03##ad&sGDK^m4)g7ixQzCb9aj|!B@J~x42dQsG)3L=N$K&55FLd_te(BNZ zaIqcIi+sr-mpIK&`wEQM0_`XmRUi(a0dhDTFoVa;#wH2$KVe~EdFzFYsw{*Ql$0xb zdl&$afC;9qp`p^4iqTC1Q43H$=wNP)Ldlb)o zRWA)vC6$qDV1h0HLCMPOw!aD3>>loVJHfy{(#Wj3{2P7 zI;j57bHQkb6u20`T?7Gjc6D`i1N!HX5c&1Z&9#jrgGB8*u-s_Sd70&Bp{*%sxmN?x z2N(M6u;Z2kKp8j)U~~Yx(_w=^OIvD!j))tZ0)mas7bP^FR{0UR$d$*STG1nnSP z*TJ@fZVl_zrs_)OHnFC_#hrowXM>Yd2ELJi|A2>3P*A|;Cgz?< zO1|jf028f5FMiLF%LN2xH>_ebHEhmR83Y(Bh_WsO8!#T6T8DUNu!X8HyR*J7-Se?FEqK&W|6r9B+6PlHRKK z-(D>*C9<<$v`khp0JY)>XJ`B{nC^TAlBqRpA!M+Clg^ z9vX6c@ru;lqg~5@Qv)bL!-dvb|xJIF;4< z3k+dKf$2Rs$fPA7Og#=WLuWW-Wqe#MO)DlQ`Z~*?Bu<0=VL`oQ(B&1u#_CVT)5|D% z4LMTNCSx>crmYu%7$@cTiHlo17xe(n^4WhDsu~-A{ul$#P-zBAY9KJr$E0I10Mgr> z+*}*VCqMN9flMHlkfeq8-0@RS-bhkx<&>OWs>`2sRnNqNnh#nk;9O|wKbK>jca3HU z;t~^^?{bxFfO@8j+V{?Amuna>M}r<$=LFy>DYL!Che`O-u+iwR)dR+fY&90Bb z$3sWs;(aFbduROj4C(R8inX%^jqwviS{FkToiECjT%j~IlrBcJX_h~8ke*;sXl|TJ zM^S`={poPg((aZP$^AkwAFUbz3Rmbed78mL1qvD3`KKW4!8GCM(yvX)H`s+51z#qi z_kcG0J64_mKAAfOqoNYOd0VU&i5S7YF2xIrbRlMu)A}yWxb=($>Ewa&V?^-BL1aH(H zxzYItV(!D8C@kThy+l6J$caGy4bWsl4FpFvn1JTFyUEdfX~D2OMby-SJ##KdGESP%I-@D*^>vp90Azi2MPw8?~|`UkPPN82E%|4Bx)D;4v#BQ*h0|^YDVx# zuNqm^qG}ecSoeG1eSahhJ#e{W7jq5>3`EfPx!&N3uDAFJ&k5jr0v&A$`D|;`v;blW zIvNiIMNF(1k#cItLps@Q;U}Nij?DEdAPP(x z^0OoFYUhseCVVS{c)`inzf?y)egdeY$iS}9D?x5d_*56-%jimETdE3eT}e|y0GdX@ zOma8qOIBN_9Aj%%>bIBh{l^N@MV%!QpmBmz76StPEA;wIbKWzF*{s3!qanpOs>;*c z&A}zPgob{WMu~AD8z)N9$LGV_QnySLT>9N5+~faw%#W_LucZqxJtbH z=OaQCHS&Rcsg?7y(ACah2b_m}2y?`Femxo6gXbE~(Jtb$FJ}n$J_P4j^S`wt6u63e z^u1K{^tR`IbE9xuFWy8TLs}H^7#)p$cYlvd zMurAzEuAlll9-VysBM>2T*inou}?)^)q5R>%n5>x?f9*l;8 z@OSp{H>_&IFK;n6sDD0xqU+^S%JVuET8*g3a)S$oPwXNm_=Vy#C`v5T+L)3jwpyNOuQtWJn0I z&+nq-UwJUOH?7^kaRXLsUGk&3(1)!F`h?4HR78kda47gM#T5mLw-`luwo=&Iv#5$< z?=tWcQ@mzrYw;1`U}I=tG!q6s_U0O~LGAd#J2D~yV{f6A7-Wou9gvJbjPeJXh%CTQ zSU^h%TSak|&z-kvU9@gaMoKb#cN3=`(b3Y5jx|sdpg#UP#A!440@h}Q z$s`_YT{l;h6Q>>rmY&bxqr~8J6Vb#}Jr; zD}GRj`26ZL{Zl5u_&lI62g9COrV^5tNpT1%DSr|Z%xqn5Q!WMhDF9XE@r;bey~vSk zfgWQ1j+a5kv$O2FEeb(zsOP3ofmdE|g%}$u8jQ8+PLa9W;=9L$5^5j5=JhQA}Afw z9fH!*-Q6M5@Xh@^Z++*y=Q=<5rTf0uy<)BzV~&x&>C|M&En>;dm?YPpB=?RSCsbKE zTtn^GMe*a}j`oK_AG`;gH^+W7;|h18{-C8dPRR3#sj2BbN&3E|`@%T^68g}*y8@qI8xPymug1f zcRn4*cjs4gr`xU`Z*j+&^FtvEH}a~>g3(87Ge-MdDvQsr3s(^YjnI&I1Xk8N=b08; z^-pe4l^!xZe4>2#N-RU+p>Oz;(Mo&z+r+F3KZtcQDk_dXE+2-zUr3K5>HZL!siS zQT)YQxVRz}>$8dUej|7%3OUfXZ2LG=x?)dlzf~wR+1zuUK-IeCq`tAY5^o%{wPwL{ z>!dzmxoEV@H7#Q1t4{%i-`)GV3rcuXXkJc~HJ3RYVG785(F8a79zgIYu+wmjS*MP? zP3i)Fi{x(W&zE@>2=16P77c=FpRO+MPg*7qH`U7wOgdr)*ZGKuJlr-&wu$fTZ2kUB z{*dkPWDH`!6puZr6yPp_M0^WG$t%#I<@bXQ;q~H`No{&~ylMX9f%3z4E1qCU%dP=k zADerdb#g_IxCE3TCLZi_lb5UpYNR84fBy&Cmv8ACL9x}{A%7sJKE?eTt{9z86B?7 zG__VUb#iH+wwznr<5;l^CiRcq?coShLf-oTpUwg#Bf7vt1ijXA?d|RNdZcb*FP>EJ z(tS5=7GqIA^7tt^-uoiovj465`1i)E9%`?Cwm*<~6%i{TCl;_c(cUhNYB+}~bURD= z1d4%05}F{w9>nMxjTbgfQ=?M`UUS+mi=i+yjAz28caQRZqW<0I;~o3wvRvgmHvKoX z61$W2wkBF@*LHqSg3r_DUf}5wb~tvDHIr!El`kvdRF#mNlPRd`s$YCKT*o))ZuyHX zw@vSNFXOL|EGjXssi_AP8)ta0t1IXfC@0M=L*;agtWu^@7i;MdvTxxFzZDlhPH~yT zgf{86BKNgj0=iDVGStw$swn z-x#NQ#z0M!1A2zMjyrS+?%rKW{Up{x%hppZueU7M-~57-n%bz{K_&e~H0J)&TcDt!i(_VM`!+Sm%QD$|Zz5hey27Uyc9Hzeu0~3>ecM=~8 zEv4;=!>z06Az=T+fr=K9zC>@*)EykUG`L`3N-!|sQR>t$Pu5L33Ww)E2@2wT zOpEs#5-*L|JQEFX@2!=yS&l}w@jEXit*qRudtCVE{riQ|1p}|BxSs`wTZ{W5!&EeZ z&5h7gdA#yD43&##U|{fiuS|1=h&YkX=ujvim-*qtuhaWu7U6L#$qyYi&7`C5MK;e$ zQ$!}M2nhw?%^&|(ExS!XtGxco7QWt9O+93lQd9;sz9iTzaV+E+2L zZSc}kP7QDP&sgNV;gEr0H|iu27H8-~@{#Y%hYbk@bjpm>*I#IS5tm4`djRhrP_`L& z%~RMMy+%tL9)rPQw2}=RDP**GZ<=RknKi@rQlJ3%R+tsaRM; zJM{G{&9}8Rbdb1Ue=k+bm zTi?DxDWGz0hVAutUzp3x>rnw; zSZ21E{17mloWhf;b5saLCR)6%SHNQirG(c|0g5@WPyehoS(2)}bxm^OmKK|X z(EAzHo>f&I$9BN?gJN<4|0J67!5veoKwOO||4x}GfdO{^-S_?h@pb4heIM_b3~vqS zjLQh_^rW8M7kT>In+^X`5$(6k;=%&E$B_*xf7{^(kMD8blvd_o8!rN_?I-Gj+lu@+V7=dzU%?#Bu*?=CD4Z@XG@n~V=t%cp7ZL?M5Y z{!V<2k9kL$Dj_W?i5zI++94;%ybjxb<|6dIU%ogu7y{7oHpD4lv$n=zalievE;mlT;8$S8Y#(ggQ9FQZ~^TD1nX;()Y<&Vqiv}! zH8rE#gC~XKX`(l_k!kkE`_TWz=?KOU&csLq3l)l*+V|krsnm_2}oDM zY~Dpt%oR}E!WzBk5xqYd5#A7HXeh8T^hyw-|8C(+5AiUH&9%`u*d!JXRtTGqXXHKPGgNhO%$^Qr3{;j8qR-pRHu2 zuGOoUIXJ)zSTwk0HeiI~lnn^I-$ir-GCy=O@ZIWw zz<`>^SHsQ9d@ZTapdBS-BLf%WO;%K7+(sEkzkZlt>(TCf<; zQ&$3Qc*!TACTuZLq3}gU_IH}-Ken@fKvP@0ei{3=pVegU7m07*!oz#1^g>{d6Tyu3 z0?MHgRm1e0VCDQs9~pT@qF_^U)qArqAS~?ugYtAVpFEB7J?N9=01)RT#&A;f$2hRU zNNT3rp%i(jTY!#Xhgo=S2wUWUNd<{~lX_8l`!UL!0S>;HQu=BKYB_6*dnzI(54~3> zMitw?L+vnACSD{mvb=TCp{dUEANzN-+jhdkB_S4X_n@cpR#6c)VRcZD78mBnVA;=Du!Y*8yO%OXTNnz6H{bRB>)I2?`Ffw zBx3xt9j`xe<_?3hog^16-ZL5wjwk?;t5S~p)YH(KcD$r4x_Ub*lH|Lk#=#gcMICQi zdv^e|7pwFF?m`}STAoKTr5La^cbfNO?wdEkb)sY0sOWoKVY7_edS?@4|u63aTZC=nct zO;8rZ8Ja6_WF)NVTvq=8KVodAUk^- zs>zmh$4g|aH9I2pt&7fvhM5yT?G^Wf4RX3IxPwCW>0}e0+)?3{_n9GE3QzkOyKMlxOMA1~jMvZ?ur ztNnN5(HE%$e0;rx1VMVPwjW$F6NowI8zBv|$^_JXA7O{0L7k)qFjFz5)7di31zxdn zuaci$sR5>-vsqm4PXMO(dY_Gdhe(YuAUku3@WXy3MQc=UCElY`NXBQZ~ZF*q=hF4o+_inzM?X?z(MhhDS3eL@um>+sO`rj1-y6m*@a z4H=p2Sw`7th=@3%UEK-uKJx>Uo(xUV$B(l6Z5D!@Q=3BX+nl+arwm*1{9`kv-&OW~ zva}Lg@b?p&GOvQ?eMdbH*kWh|1#3@usX0I9sF(lMM=BaxtPiyWyp42z{p0{Bw;BLf zO~UWQ3@LoCP@IQsfm+qMa8G285`C*vB^vv_yQQ@9yZH}0?5h^vdyG^n-8BC`8jN=# zxeg_}>MJKwthZ5A$NzP3Bi_K^aK0VGfBu$N|@Z6oy#t#~6Q2Gm?CMmK*7 zs)1Q5vm~Rjz&G{68R`@HLL-u~`T`BVAxVxN5P08nP1hXy?eZkhc7bDJr+WH4f0rOA zl0eC7VJa&;+K`TSIIs%?6LYBV^MG>yK<@EfM4yitqh5A8Jjb-R{_Ls+Fmpl4O_kCa z>-Ic?D}|duRQ)^EBj)#hi;Gtve-aA>Wxq?!RROZHe$j$+V`JP{7AlWj3FA(6js*8D z%cLFU?=Sbi%>(>p1+GuM&21?u zGqbx9MroM@nL1imZcj2g33t6+mT2}b=`8BUtlpbVJTF|mg0*&2aL$7uU$W$jGwoF~ zKoG^ud(~OIt)08IT^dJnG}_}qEb0T;4+8^(85`b*EG&7)x98?&i0j$Uv7{-G8Syst zX!x%KqlcUPVns5>+miYBWYS;!F!I~7lo8qWZvH3`bo6E_9{npM0y}JVbZGHxZEa=) z^5=^m51->d=-#MYoiwKfmwDs&yL7r2yLC&;rS+gHWtR<(oV zIvz!%tbYuY!X!fdbMha5;mgwy)uY}RyPoqB&gxUK0Mge^9W0sD71FN}ovGH{slwAI zNe{&1_A)61WxO#O8vP0lZ!>G&JUw)8D>8{Nf3sKPN*7Pc)BVx7_UtjU#>?2tC#7bT zcf~U%0PLni zNYJOZj3=$LUeU1IXD6MtFp;lFu*fj1Yi7?KXJ<2ixgFW8yM^5CEl91zCc~&dO*X~( zE5JtAn!C6Jxvm|Xie(BCj@Huy0>UoKUaB~LVxiN{6PJ3g{KuvPA!P0i$ zqtwzkmeuHVh!KS#KTP=cQ^kx)U;23o-Sx%AnTVUa!k5>0CUo<4Jr0OAM(5pfGg@*j zM`qNkXEDt8z~oDr)m>7^dGyJ5#AH^U8rb7`otvj(DX*{W+P8Of%)5wkCx--~R|KfK z(Bodge8ip+vOcov&r^2H%8FkEX2u5)Bg}2P)YNsZdWTD^uwSxHw)Ssz3l5)lxvdYe z8@^k2>9}iOI-6jwyJujYZZm3VR6WGM?ayVdxh{NeFm!PwVLy=_eZV(d5Ll!?t6Kkf zox`}w$^TuD&$xBL`RTh4T#uO5(GRCI%CA~wHQLKbK#WL4M8umNc^~G;%AsJ4l5Bk3 z?d{~gu^Yg(B_p31LI^XiC;#O^q^n-qRcFP1QDxnJ!IZj@l z?+FAqeI6f*JK*Dg`&}`$lp4pl?v*<}!za(3$f9e7kPQHHw=n8Lwi#k6)bpgH^TF4> z0`JPL%N@T`g;5UQm5EWu`eK6O;@q&y{nSkI)wg7wM8SJ|N^SjliR%}>*SP9eb(YI) zU0#tmtSRr?d+vW=@HR6@5zflq`vQOrac@ifh^ND)TuI|oj+(1JCu61e)}^iPZkj8974--N|{2iYnQ2 z76$kf@a)vj1UK;``Z@A(Jx-(6kGeK(#*Z&TBr+;dE8H$9l!j}$fsUX-zc}>HGauHp z-z%t`yLB`^-RXI_ke- z_}bR${iV;Jmv?IXt!OgXpdWCB*Z9_Zk6TTzjT)AQJq{BPj-LoJuiRPs z{ouu{1NYW#Z5v-wDrdUcbY^JM8E^-?4M1%Ue@= zRcD3<=S%axU+yo_YOgw1%LtAPbi|bacNu9`^9}T-TGy&#f)tNFER+43%5Cj|qR$NW zXxk})-;+7|{u2wZJD=CaGl~9LJYFMJD4*rkq^n$@cKsC1b(JvLWHZkiNAoz|-;PNs zR%LGvKF|L<<0VDjUI@f915L_xTR*F1w{|_{5yUvx+W}rgAHF!((kbz%T(5I4kZ23FnRK){Dm0zxZhtJgA^zcU*tE;% zc%|Lx%Y=p5?3~>3UqZ(Q$#v&%l{a?n-vtF-`S=uEwcw)K*$6hxwr%5Qrq_|&E&K_E zBqaL;4ySxI9E9y5U7KAD;pf|L*-W#)889$oik2$oK`0gAeeMn)7vAcG77cPR24a=5kO9 zKrSxzvLbZ+yYFo_&cpiiA&cKt=COyv(Xol7Scj9wEIRF-oYoiS<3k6%)N!1cQ?6|) z-3wbIkB*utX81TVLD%@RlXJb)6BlSTz0Y&_c<5TIJ`=|I zI@m8KJhKyYi_0^-eY?y4;z+;i{LU3(EeE4%)oUZ$5jTG%o5+-(z77opM}~Cx#>J9T z#7Qct5i3$s^zw=2N+ex0vs5_ha;vJuRk#K|;Z%5HzN6e)x6GBM!^3VBmQ=&rwTr`foAwr?TIOKlRn0`m#Z z8*j~ZM!m74#~T{B!xzo!Ys!hDt2<$sLpeB`Cyk{{j)Tw8LWNGSo&v&YFjd>nv|BJ& z&p>v}ch63GGXHJMk01Ds>E#(_{Hpl)e1d6C6~$SO0Fg_P)>{5&+&c>3>$x2i-}SLN z*uVS5&Q3$XO9)!{^6CoEMUV@f9}Zlm&zJrtjL+UvR*~u-iKS*9%T)i1R)i9A!FvC~J>aH~KQPVrYUO3Ve}**#c!JuXjkfHt{fY1YqIVRVfFMEC{=$ z^k!Wb+;#QOv5zYG)uj68E){-7qI1>SW4<8PwDDbZ(Na)gF_u=^G1N<2te6gFm{e(A zK%zb&C++>OEHft4vHeQv7@DuB*IdKEqM~apb)5Lyr&z#ut&fwOna#LucYd%9Fp`6+ zRO#t|Am*3U(i$afn&2)TcOofUKB5j!kWP3?`<&oA#K2#Bdtb2D9lh=tqi+j6M!ECe zu4kIve9K8|#a{r(>FrO0Ah)f@k+hiV;46bDjMVU_=B`c!Oz|jKJkH0cB zSx%T!DTI>)ULDtEqz`E1n9^v8&?AO>--4HW=0SaG`6@9ue@`(HH`dFT@7b}z3CHT|6b_y2- zq4PtE;S;pgLsG4)`0q%gpVvF_D-?n@4R!)R_P<8M#>gl=Uj8nKv(TRZDNlKik#zfP zE%W7%2Lzp{1PTyrg3^ehXALu3*!w<3VetVEOBR;Wjk-Go1S0C{>Ib$S9yP*E1o)V4 z`htP&-`-21>bN%vAbu>Vk#f9(d+{gg63wiYVx*q((6cbVYK?KM+#1(s(n|F>GDz~l z?uMTW4`Dl_xsWPyO%6UWp5K`j#o5}{vA1{hvKCM1U^*SqF&GHD_<58&ylhcA0p6YD4@HrNJ+4BBEppHx6-3=rhw2b|!QHkZ6#&D)&m z^-zhxfPMTESQFWSq_txV3P7}3=}q$ZT)2UZj7Oknpgv^Oog@YQ-B;`nsNqJSObZU; zWNMD292YQ{L)|f)uyi5^RKT5OmlNYdJ$E zX=7A$Xm{T0-9uhWHkQS1L3d{J@+mha5HH9T0$q|?LuUX6nrc2!qVC%q-U<~M$vw_S zV8e02b6<#%SQ#$RIk0_ZNUOR%@~o(N7P7k%Y0Zs;{7x@c{!ZIB_*|WEThAM80|Rr9 zoE{S5EDv;FIj<+YZ4c%ohrP@!AdmzgB7DO6u{->=8UBeSB?`9`gmGpvwW>#!xHqfe zA3IZp>#H0fj{jY0Z*0MBdHW$^&OF6XhJM`-FM{JUEK9QI-%%7NYfNc9C12Bq=jquU z1qjyKDAkfvbv!LfMqO6Y0-Xei!Jc*_Ezd*?&)u=7{Z7X1+?Gqp=-4m>T0l$G-{WwWEvRne{YYMTMHHq zj4N~J+0ysu7CN=K%c?2)>eZ_Qbs+6F9WDN{eeDiDKAVpf8}U(MlabEW=rSE8W!3;g>Y(2#35RhWTx$O#3+2qXoM z=?X+85|xoK2QNSwk#% zm=fePu}Ii`P}BW`Nc9!Pb2f(A8q0AP7PcP6{b_Pu-&lKl((jguhLYrQlQ9>6%j?zJ zV<0KGI#tW>bV_=mqBvg_6x8$nfSfVwF3$p^LrPdYf^}ay1J6mukO0 zR6E(8cPB3>D<3h4Og~XpX!K9!k55RJP17Kah0ATJGrlvCr>Bqo{{8#1($dlg3#zmzU@4Def&>BT#%&xKA2YF+tP_`!j^~+BA7@H;(Pa`&CD30 zlkOdNwY$2o$8zxHbZxCzYwIslR3visrGaDfm(JyhYNmXu6@vl_KMT}2y!#7RAz=-S z#6$T3zoMXxMsK;>&5Ia;P)xl2?kBVmR-5~TQw0I(tk~iU3C}w#e?|9>N zexgRvllN8E&WZbSzZus z!EY9rRKk=oY|i)jlYv$O!WVXT?u}8USZh%vQm)C!?@?{8xwYBXB*|n3U%ZBos}7rE z(Xc&IQOg9}u5Pu@F47CbpN*H>uwieoFqg%|JhokyW1Xl=23sD}28XKx=zP^` zTplGqaV!=Xf)4Hz*?3lF^svc-D>l3{wTHS*=y5!_IOJc)_d|jtKL~WhONEZ)`ojUpVoja@gbEoI7iZE3mJ63R+6xf{%?JS*n-rn17OpG&maYhR2L^EiGbiqX#l@m= zmaEwW_wKd(V-lhu_n{f+RjsP5jkyK>B&J55fz#e z)?7UK7#)v92-MiVhT96`qV9*|WtPa%K|rR22vQC(EJ=40yTn1<26|(EtUB2J79)NH z5)dH1A^!4Zj4DE5&SuBa_7U6i(w?Rq&UEa@7i%`XtjzD@syNA0)1WSp3-!uN=N&2z zu;WA z|N8JmT)a<+`F&LlmowUp_Ks0SMG-eCOtR8{U@wWfSJ92CSui)W{9!A%AVeo&@(d+i2}ZprA;`L=ftNNKnnPCBcVnh}wbl9qaT zg4MD%GKx$|kux%)gC*XWs!e>r)v3p; z1+ok%D-NDQWI}>;z1O*nQ$0><<1eXIZ%fT9Fo}|IhdrXw=vUI1nJ?1dm`~VOfOu6uPXGUcM9u z+Y4=2fA2}FYHD`E?enXn!YeSd+Jdp^5Szh^z?MI z;FiSGVfU@FJK?YOXS?~SS+KR;e*KYhu~JBkxLRWLtlo<*f<$0MxCmmbXZr5V$=h${ zTj)HeHv(%VsJ}&f&l8|PLm7=?aP|P41DUM`*rN;&AI<=9>kbjotc|%>XlQ7DDNmXZ z%4UX!W`c_gf-KOp@_VM>H%-fr#%-?~JX1H>YOYwd znTJ@YFUQA!2D}ddu!A-?LQ>MzQRwIh?-Hqm|8V!CuX!W zMcL{d&TnHbUC^gC)L&Y@9h!7wa#)=!w-H00QFBprOZ#l&#{UzoUsdYfwbn%VKBb&~ zhn}Ndt2-;g@!PGJYP;<|j?1;{_0ac^(Lp_?e*JK^lgWa-US^szFJ@M@%T>ouH6hGUriV$C$S$!yrm8?D|#4< zB|-b!9&zwjGg#_wIt_dyc)sgxO=M7i!1Vi*Y#V0uVqT9Kn#gCLMzqF z+Ul63b4zDqS4RNm2h%_3spQS~WH)kD6IX|Jcc+#Y78~co5-EZQb854+!GM0k6}xC|$U5Fe8YN}t{D zFWQ47H($S&K`Vm)_%J=arf0PD_Es%%U*F7rk0<442pEn&LdJxzbmUdVz8r_mR@J)9 zx2UZ5SaDppGvxvf*8k%_`MXge7ykVC5l^>HX6;X`?NdJe*D6!)|8dG%Zrr+c3uslA zK(X>aEU&341K^oH#>Nufy({kG!VBjIWjUb#n1GOQ6^Ozhhj4+TlOYFF{xkl$4Ci>= zlmj6Yy|(LdaRLvLu*qg(G-lF6bX&1j`m>fmhyn8om?FSFMF6Z91$9R`c0gSX%^Z$i z-N5<*nxSHs7w4-$Y6Zzg5W2vk;#9Wo$uRA|OhYI-C-Wyhb5P2R`!@LhK1sDptHTI{ z?EC&z1Asf!oNiTnfF2qOU8NJZ!KX-`J8t8I37`p|UFi|HrsHKg8U1V3UtY-9`;v^cp4_UIsLEj%b!fS4pCqF` z1|-)|dJDxRC7u+bP%8(nqJRGCFVDB7_8*}z3+fIRY|T>jd%+N z4S5gbuJY06;*DiQX7kgVHdg*jxf_{GcJYXgm!Yg~LLPVq#UMw4B9eI*B7bg_QdXO` zFV;J&X)=sUa3Ugu_98Y1P43|ntibZ7#x9!~{v+G_3l;?jOx%`ZE%%)#8iA&;3!Ea5 z;<$?ve`_`m83=<7YbpSyVw_l~p`@qDDa@Osqg{7Vn#1^Y6MFy0Jo!OnMuee}5el$X z2;l{J3fa>N^HF?736XZ9UdykQO})Anc>UcIRoIR!#LG|rW`!RJ8PwelxKUGA{Pk-P z5Rye^rFtbuMbV+;g{pGuWjrM9sgN1F*raF$b+>Nc9hg9Bso#1Y)3EY8leD_97Yv$Y zFF(-3q0&H*_(TEKxae_zW7;%o+3XXuo3m*i2>c6ZFY0E;g7&Ggw#Re`I}!O_)Y9cAIPvd2NP zt4cUr%0zwqxS$^tp#21f$?Z+<8|Jy4XO`b)sIG4kxai*}8!c{5RWuWdmwT2YpR=MwtL3js7b>Dr zBVgtO5;*0b7DC+c)-#~l&Ub^E|b5kadcRN0(>Z4P{IWAv*m^Hp?67i zu)0v%XibRBET4KzD>uu<$!%oNkgLY-$e63MeM%yhA@vXdcVKN$x`9JC5E_X&IP=PH);r@B< zXKJ42SnQ2v&N!zy6H`zV`4vQ7-vi@sL}KE4Rs&5hcqI`HeU&Ao$nw|MvB;K^C3%wz zomga2u$-r{`JGSb1GW61)LC=Fh(-FEPOIAf$!wIo%w@~QXrXbK_uQQbjM&uFo}Jld zAU+5g&&JO8zMEmgXN4Z2hj_R3G~l8 z-fl|J@W10*BQ)z@=(5 zOwjP2t;&1vOoR`1_bywQld))Fzg87y139UeM zOj9H+yBnv#A-M}q3PA+jB4|$@rtI(R^D$~<=R9+62zO_B4k$2vpl zO6Xq2z?}wBMqnyhjBTk{^HwKr%kYYeZ-;P<}f`QKbm zN|X9N9=W8f^##Nw7&&rAiUj(RRy*&jYp3*RD|vj*&3#X1RpBdgnB%|M6Y#s|^JL80 zFQdRmY>l&dHY@H|fSN5H8pDAa;sG;rXU|n>r7r-*>htjTk24+mUpz7PH> zP9f9s*kzo%?8HPh_D>`MhUK`C6vc^{DaO;nxPP(jHY~`px4{MG-J+tHA-=&m)HQ|& zeV~Qe;dwZ@-1aHs8)^-^(mHv{%qm&~ zjpxrHlS@{>ITy}Izw=rS$FJPlxLTvw&V0P=tUMFL4U-r2OP1m8DP`3@PNI|H`Cg$+ zVwjA-JE9*3V2X=j`KwY&s7oxN;HPB8DxK00r{|OJCbORZ2GBA|Hz~a>Fb0BS0T>rs zlUvxNOi~uGp}<4zpT~)+Y85_T1Mm-&ePL98%>(+a9>6 z)W-`wbaC9436AE!FQRJ9{(kZOlZtLEn=9n-FGe05&(lW_O|$=yy+qQ`wbJ0hqWY(2 z?!{_V&rG>Pq$+edarg)$C~iI_BPv+{#Zj(SuT-aJZLNmQl@28??;2pw&+E_9UyyYGeUSfmEzA<=wk??LfVBM)^1s znt?R|YEDDfR>jO#W z9{Hr4&P@R5?gCY>`8J;nhTqn@_z@g~ImFDGCUok!_ZH48ny+rx-XNrFNWI(;Jg6e& zPe!3CxOAY`_RmNe7dBk@FuI|#@R)yiUVf z+oq0jgc47Nn5nx;DTb3DbujMvOn|8nQbA zL~ZzIS?UC65J4d7@F=X7L~9Q2PPo#4H(T`VP7`JK7J5&KyIrGS=0}8S2L&K%e*W>& z-r@%ibw90lC9$ipeB)Zyn&F5RLleHVynR9qI^{plxhCi#l=>dm)r+*tK zD%ouj9%n_QFX#y}P$2hpku}MVD;%b17S!Q(0fwuvO;D1xaE+bGdW)hGFaK$xfOPjX z>Ho4(?~WQE5;M`-arw+B>)+O62z`QUekQG`^*>Uw$Yn5fTW3+4yQ3{SZz7J-nE-8N zO(zH7dSyg_5i9{&%k|ggX9kjqEMFErtYO7;oX5{9#bh|4V?b|emmZzx{15Bb6!f@KbyTBnG^m!x zjTi4?pH2u3Po3;TsyYLB%CflKOq~8XPll7#K$qB%Q_vJnZPZuFpG7Ei-10}hGX)!L zGre5IlaU(N62~+x;nZ3ub?@!ck(&V4>Jhmq5ImGB56K9eK+*9^Zc)_cM|)PFU1&pH zbA-V9FCzp+O79B}a^4wmxVvA7i@$ZGPAibt<|(>sN2~0ge;wqBQ>Bjg9J%_Kp{zx)Xpz+d4by^avuKbia25U0er$dZ4VUFWbcqO zd^=yaCcmQ8{YVho^7E_-gGGn0aoyX+X;D|&KeFsSqivfS(q`A0@_o+~E6!7gmSxs) z>&dZHxLT8rX zHTl$njGJ@J{<%%DOe%)SBzEDTjZw2bn~odXZSBbgX{sjCnS{C>5A4h55^tO4ifkrF zhYnswCW{bYqpH`eEg zow#?=GzUmi$ge))+CZPQvFOcaTBt%Bt@jqj#H^D#gSHyXs31uyvj5d*y>s_ONIc>m zR6=^IdW-#FO}VBlrqve@^1`EUOjFwB4ZdvUTt@)r{w3zPeeSa6U`JA{DjKE1Go$?V zqV&flf442lmuq?x1jt$6ICIR_3yXYd&Mgh)RAqgVY>+s5$x~Al6-cP=^qqWZanbZH z67aerNSfaNZ?kO|d4h#c`SaJV%kt*uW8AG@jk~v8PLX7-WLEr$OL^7pcsy9@DeCt%945gbI(TG&CJkr-awo_VDmXOQh(6#FO1N3t0#OZS$dsSPD&ndTj^y!5J zyqoiG^&0uD3+9Vpty@WlXHQ(n4-b2lP%e4nkm1H@e4SKLcX&MSmbgcMC6I8-h4|Kl zQ0Jusam`AMPsRaHk5<&=vCXgNI}P=-lo~UENeMkUvPO`|nFU=aic^leoCPTb4CFSC2TyKMHd_ z0gSfFv0{K%ASaVqI%KO~&dwSMwTu+)9M&gl2Yr^vTPA;kzQ5eeQ~*~B`)g!Ze}UM& zxMBJs>JK^%!oT$YHU}iJRPlbhpw z%-$qf@)|Tkm9vhJ9kNJ$ope{tAmw_mY#Td7xpf*_sWW%iD#xwU#KyT{vp`Q%xog=a zpYp3ArN4kqDc5M89~%n)-rirafOsZK34+F)#E%{=F+yb&QX1K__dD{nY_@Bmtv}U! z>y+fn=*`>vaScl*6Y_=Lzb7s7-01R!$D<{-dFRx_LiW7$y~S?TJno**zBix1Vf%QC z_W7?o*$3aV>?gUi?4Fp{oy;iVn9mX4Gb0e@Qs7~$LfsD&Ev-$-&IvTLUt(o&{f+sg z{<#*d?o#Bp_R zRWxKD{LM+!+Y7FLSzk?}I6pI=Y!ov5ZTXe4@Wj5tWZfl(inayc`yh5fe1I$wN3+8c zIR^(DjSs`=6-)i0_nr7A7zXTAXvYhu)5F>jt`{LEx#r1~g!E1j7U@9&$N zzW!VW)W0T#acGW>Fh~d@r5G^q+4s_r4U*H{j(CcAM?Kw^_uIgj=sFCu~?_bb~}&>=N^JH)T%jbSC z;p@HJX17}`)z4Rsg)>IeWkS;lYh#27f zT&=uzB|F5G-2`8t9&3z;v#l+q%h$SJcDF3c?Uv7&cTHu%dd$Ov!+}q}d?7>m^Qq_W z;8w=p&6OpC&ckGWSwxXz&ViR6b?&RHsopqYLS|*Wu4`T_bI%|flXuM+_ZsV`wM)A3 z#W#M&oy{7q*NsYN1J^q%Z!^>4j>poaostnmE_4t+ia%NQo+3m{s#NJ_h=6ST&l)J}WXSrs#xAGx7cUz89WO2o9kRqG zck_#*w(HYDi|u(Llk0}awAYYzCnHT3)jsu<{N>NJc2;H8@R>`IZI|HuV8CloB}{n( zA0J;E`N!gK6%PVoW>J+gNlQVWXhfGD@wPW3R3)x^IL~u)yv`_csul{6MFgF~-sx9$ z+M0?ccAzhgcUC0s%n9~9iu}?$^R$yCG=xIkePuws6;JTSqgFzX-vT#ET}Es$5@0{f zCL~nhG5t54{13_Hg_o{$Jxo_?Pg7Fz=m%8mEAt#Hz;+xqE*=oD-hSrYW3u{n{NT{K zUX?q*M9aLxa{og&6A8E9HCEQAz>$7HLS2ke=XU~dy8-W7{bo;=ohs;(H-;(uV0ZPf zaW6SJeoLC`53MhJ4GF2~6>~d%EBe{-(W7r%y>=eCAHAVYQcQ4Ac)QE2OmrQ+@c!{E z17NC0`@^E4Bug6;aRwrH7`rO;k*o^a;236o_B12j%7~ud^I5HE$&D~q)RfZ`E1iPd zj_0b`L2oepsTFJfInon=SRj#HMnHldsPHHoot^*nsk1_eQH(C#i~NHv`jD}M6G$$q z0Ah+D;Z1*1tFek}C|v;37feYR+JjUF082bmHMAZ#SjJqd z-5&C>9^nPYif2?HHNYiv3#|>fDnLgVkTj*NrJ&l&HT_wj#l?I30{D{6MTWI^VmDUh zg~;bZosGQrQBeU~F3%1>*ztStKW98u=MKL|(`uY9%t0$tw)04rY)@=)Ejt*rI2oi$ z!DHJ@iB0DzZqcQ2sH(36za^}+7P06^WE|N7shCOyGshDaYi4q|AqjFv+s-KCcI^FrWF8?~c$ zIN9`PH->9*1p|~4(BQ)@r5pzwjAi@Q5ex4Dx~JH?0&WDO{mSQXldT|1*bXpRdFnyI zggXZzA@59x{{EqGXe8s*(1xFM8T8;#c3ke3l&RlW>z)$&jT0*kpL_T$IJggN(6VgU zX^vH~(?nYeg8@q$&sXDPPC9;#V*O}6K1La4!J&rgS_*3FC6KT#qw*7L5orl4!`OA1 z0cRcuA_jjJH;cr;1e8lURm;u7C24Fz&-0B|wNH|Qz{TXIk zVP{P(>jJTwYvND(!Yrk`1W|;CbO+&?fEU9 z+tK*-z3d9eUm^bdsImZI@!^&=>0myiEp^$O9R*XZt09UB5EG&A z9SI0lh8H(&zrRG?aYfFKU?X9ee?&L{Pf^>p%4$MsC8|y}sIM2aWH8HxPyW7jm_3U} zOnIRlfXWV+3}xs)G%lq)EvWN9CK5gx6%?}l&JPfg$Pxtw1szcyX6!yedor9y$;R1M zVfFImv|rOZ8r>p*5YK!SnQ0G)k%nJW4-jU6&3*GS-P?RO2LY;}cHg|#pz4%; z4hRHTj#Z#P@P;d4hZ>1DJNIbg@n%@Gds9Y+gNDoUHwwU=K7alty1$o*gyaUmMzLM) zl^5)HxWm_nMFt=JLUr8*q!E${@3P9Gd2!FtBR0`;`O3!^H@4_<7ydg#Y3_(zbE4oVl+P=YHyVa-vE#`VXoAz)Iy z5-zTrF-f4cR?hT|JZ}*wV;!-Q!LV~=DN>wMkJS73^SfsFC$Ot%qFBmx>1#JYOuOqL z^}$qXlZLj*bw*uE0^Rh7wJv3oYEwklpae*LwPtBbrW$pimY9sPq9a+X$OT=!-uHIU z5)T9D&hPYO?g)?R>J1CJmjKB`0)JvH3nD0*iiyf{YLe*>DDisl$lI5=LP#$%rsmd@ zPZNi3nRhAKHIcfBsKH}LpP531}hH3Llm=8xGq8a($>(h!)EgDH z+YS%K{h5Jcpi}rpj=-{CKD?dByy^$qxJeoczu7=%D>80Mhn6|R9nq~cvBnCGD`C$` ztY>#lz7(|8Gq2B$#7np?4?O~bEXm{Dxpp zko-YFZfRL{rn&^+AyhM7x!~ohS8X$I0A>02_h{VEkTygqRNBk5Q<222&of#ur9NjK zEAGu?@E6DZ3XO68=)^58oem#U4YlIW=dt<``|7oyHLNfD*XvJU(-?fR8qV2WfCQmc zekV34{@adf?g}$LM?BbwP8g>4Ld0(}oX;%XvVO^8ro%-oHK#R+OhmBC&HBgD=W@qi{6m>|h*O{FB zw)bZ1TO*4e-``%HYS+iAiO~WI&CrlZ=IGa*J<$0AA?6BK&HbwNZ;wAI2ki^c41W@7 ziSNLaP7h8sZ!CS?F4BZS>IC1?pW`*<>;X=qOcj>>fe^K{%_}q&-V#HGl_MA&($eb( zvoBFUjDVzBXBqisu5)HCdgg~irl)gQ*t*Kwo9ZxVXuVQqpwGCh48H)oG3a8cr03r1 zFw?LZi^o?wK2;gmGD`mYlyu}l@`m&D0a4zA$>b?-HKyg^;x1?s?6t8R%OcSk*+2s{ zF)<+}!vx7Yp=oeoj7w{x7UWd(t~~@XI57K|8sCf+JkMPeI#pOLaCw-uvYrQ^$sC%CB|nT1-3rL&MTCGxvbxrYF$67)773 z0z@C!PtRKi47%RmK&{j*(q14du1!>mB)MGisDmWcm5!?989_$t@$1F=!#1FX25zot zK>iqb8*@Nk1nDC7uC}#@_%x~hJsyJ;;g_kWLB$xSq8aSME`TN$%gL@106ac|pzQtXCzk;)zRLGSoJ``_oEeW&U(SUytd;^HA&ZnC zjm)y`Y^|N1B~w1>vCS4QyL4Ph+rv~n!>s^BHPDyCLJz;R^@g;~uyS#c=MSRgt^PA$ zKJ3zsq5+ALqiko{7nV}&)VmVeOru+F^m?rN@fcwr3KDs@$l3M28D_!-coMs-}N}Z;XJd!US8{X zjewU)#2{wF*`DhddpxLfcc^vyWBrTm;RXmZrh$izbzQ9XRmd!%jifIh=xO^M4EUPU zH9I307XX6#&gI(Q6$>x*;Lrn(;R~#A90al5zITrlG}0x*znW(oH~E28PXcTQ7~rH~ zplj*`x|SFH-yJf2`fkH~juq$b@E60S@4^Vd&QjDZ^VV4$oM zlSsNV<*>}EsX09@w{nC_$ffs5{q|G`U-4e=7AYIXgN*MV^!hU-y`MjQVigvS2aZm< z|FI_(i*z@P8PZVI8zpG zn2S9j<#3gac3Y`~3Np7|>kxV|I4}17`|jOPme%F~5CL6U9hrR%X%&{E1Uxn|@9pb= z(+4T6LD-;xdDjwmM_L8iD?kP@1)C_)6^{m~L$Hc!O}b%We@Ir6DHlX6WHbC6ZWVTD zbugc_oT%NRtWzK%A(?X#$3_LJ(79S?MXo^XIUuIslRbd61@Z-W9+CqHmh+DOQmPDf z90#-$^U7VVa*ad31R zpe@og!=;vJjljU}Yihpx&8cGM2Lm0E!(yFLEkFDDojFcl0$$r+^S|+sU=os$)Y-{^ z9w8eaUo`mIg3VpV{Z(J+??e8U21lqzRX-ru!ubx&%4AWfX-XSrWWj}_cF+;gR?5r- zJbx@ZN9KA(#&O?e#+zSKhb#Pi7dn3`!Q_OB3fBC0e!hCgeRnY980q2RaS!8s|2`wU z1DYNB19ysHt+>)NQ}NZKF7!xYf|n4>*mB3fS$zlWmbxE4K5hsLbRIJaRSFdq74&=< zk_%LsVO}LS{|aU>4pxj*>#xj5EI+J6?LP5X6@yB`hH23Z(51v2XWMVCMW4U%tlXkk z*93_;hbs{&tJ9q)YdVnvd=`{5DijwBOHu16Mge@cwUR?d8`gxb4%ih+B{;8K34&ul zVJw0UEsBe~)>$0t(=SATcE;?}Cl&Lg1~ter7`D2QFi~gJrM?HItDt+hM7hMy$>|IU zQUtYf4*tKf_-tZ=I`nX^urbLxuu{X;KTVf8jeNf~tWA4#=zTV@Pqb!T()Yq&;( zSIZBFI`@Xg2MN5d*S5aNIyr5qHvw>UkCGRV%2~8%kAGjhCy%d|VXw>Uj&TQBApTUGg5_BN|HjA$`pxZLo#$2=&MS&&n>0Yi*bs_O-%6ttE)Lcp2h zv4!^uCYmL5#OQ`AJwo#j?)lMzq;bO)`s@4+Y=|op|H4O7vHIp>QnAJ)_*a^DS65;p z!tP+3UbM8_p=~bZMirl2s@%jUmL8i!%4j~>8j`oWe+wXQUsD`>>k*o0++BxR1O(*C zw8ydo(3pmKRT{S{>G%Hzn01vjsY7we_=w!^ux!?ZK873%{K6J@uaXi|2Ii{Hj9Og2 z-tF5{W(w%OziZS$tayCt&6{T5RR{l-qhU^3w9~&!xPzb`e%a%2m8*e46WAVD_N|tu zr{4KBj8f^0?M$_0oETy-5y~OB<1j*mQ*zwaO27WQtt0tqmyEc0;wwtYkK5uxC;)@W zC9FY;suSw)zuk0A+X!Y<-R!@jLonMsv}IS>zEUXut{EUYy&C z0pq8Mk;{g9Kp}%A)JUaJK#Lm%P3f4J#qT2k-6{1CdClFhviCBMm z%piD3eW87_P(W4274R}8lSd5_dncR!^b=Z-c2bC4MK;=~^LF*s7m)>^PL6v&Hy;Z9 z9h?FapZ2$`1vxceSW>_?6*hi>i0Eak=7-0qFJ~>Mm{;pcZ8Hv*vb(m${VPhA9ni4_ z>e$UQ?9~)nE01b+rL=3?D}lnulW4I!;O*NK??1gt3Ii)<2ldCdRf1myVVetK%6qnx zr<)GVM&m*Yd(yPx#A2*vu}W|VO}BiFmXe2kRiy_Ff%v^I=I!UF<-#Jl{cRDNmvJMb zJgSInetEeus?}ndNbc#S4f1K9l2TZJOt>YHb4$OE+N+AY(a(#ldpB=ad{y}SQQ_=L z1&BvAiR_3;vykqLQyDV_lAM@-Y-BopGD#>cftO~HQpRE&{6l`ap?H1eoY{dFvVi;> zwsa6?TrD%^HF0fhvp#|bB|=@tP%MBf5HH5Qr~JZg10i%eb zr1=Lfo=GjqrKGwyIt1TeQ667G3SGphi?YywBJkwTN>Ho}Tm~rMsXI>Gfp# zw5>F8X%TPK$xJ-|{8aa5W$4TV&*I*6U8Xbl=3$zD>;9F=4)$4GJsFsaqqgsUy;UI; zS8VI_R!8)IBr`rC9o<_k-TQh6C2z5EU*43_k>$BQ(VTE%S%!$nO&V7lZ-y@a_U3oq z&5mYgJjd<&8Ym^j8FX2MOx=ZobqI5tOxJU zQ&0x;$Rw5;%y46&p2yBRi83dSgv^O#G8vC1D+nad z8*ht_jT0AAwNB^qdlsIjAb(0mo#KJV;U@f9!RS1o51}bf&Qo8??zTqCWsW8j@;fj{?u2_b z?z0Y23l^Sh7;F9GI=xG@>B{aP%+29Dmh>2ZdaH8%2>rhEnv;}1HlD>?So`6k_0y;K z56#c3M&Y{yZS)yMl8F^WR2d;t9IaJtGvimQs~q>{zPk*uQR@|pX&=^``C2mE^J!Rq zvsGEB+HGfGGRZRBe9T>V#VrM$@8PYrXL_!N{y#HM@2B9+Q`8;Jce2zGjB}#UWxs>#N<|vaMbaNceVe#5_^+DY;Q3KtxMUxmBeKC zFg79=1c0EyMxnQI$jmt z^iwnj@G5_Egg>dVmwt9AfByz)R9Ywp`{Z==)P2K?n1gTpa{^&#>XdZH3<>Mkd!lYB zNer44ybR5s?qog?_1R|&CTTIQQ>YRXVafjV!jcHPe;mr2yJ3bi>hT9X^`n-ZMXz>W^K%4h{X3I`>!YVOF)eITL95pdQV}EBxWPcj?037fM5fG350A9f zPZbA_H1c;0Ph|+Ez0Iutv8hAm@9O{O&Ln(<(V?M4>xZq(nD3XfatXo~oIble6>jwI zS(6!7JW(2xw#>P%87tBpPTc>tWX!ZvOXUjNmlb(lpUt_grFn*ALer{!G39gFxLpD| zm^e@(jN$+6#icne`0TeIwE~S%Z@l_TJ2g^w4W1HgZv)>5O^W$~un7-sjP;}9QUcsd+(-ZGzou>f%si|8=mf9(c<@g} LQ3F{bj|%)hCAt-E literal 0 HcmV?d00001 diff --git a/B-Raft/src/docImg/logos.png b/B-Raft/src/docImg/logos.png new file mode 100644 index 0000000000000000000000000000000000000000..cd447a5af78b72720ab32a317146587ede0efb9e GIT binary patch literal 23283 zcmZ^LWl$Vl)F$rkuE8CG>)<*_a3{DE+&#hFg1ft0a0|g9cyM=j`}*De_UBH3n(CRF zn(lkgIgfQBRKPN*NJK~w5D=(xvXW{L5Ksufa}5MI;4iZai75mG0UZonOuA}uOvX^%d=2;{g`PY)iNx(~ z`Zhe0SM4f+HolYNO-6)ZathWOa3rhR_D7<46ajkd%hmb%&N=C(qxw%9_ZY|u3&JBa z@!$KJ-#3~13B+M2$7RR=9!PS)PF=a7lN()Z3yr<}%PrIz%|y9G9BfqNW!^^JE>}`G z_@zu@P9sMtLPy4Z7(5uKpJw2{qwl&j#Z@RxE38aHgBMB4?7_}N$awYXo1!ZBp9f0= zO+LqOnoQga9drREe6`igF4_AOiQ0o$k_hpt5`?(g;d2!UU#XN{5YayZckoAPk}6T8 zV`0_v#hqU_11>xD8reC{X}@EOJw(|Dpg{K-DMY|HE~wm95)9~Az@JL5Evq1 zTqL`ELUwU}bb7YIRsHS{kq7JCjs|a=0;~(%R|OeKh>!pN<#m-N0Y?y>WOZC1Ads>D z`-Oza$RYp^!n?{TNx|=+kfD>Y8N4fG0EY-&rL9=_^BDl~j=G zz0S2Tor{qLo)=PvK8})utXNR=QbWP8u#$50v$o=Cp|?uQ&iijWcH++t{j{`gq9VRf znT;;{&O94ljn*aNrM;|O0)d6Ll^U^r_$ITFQk;lz} zjX;WII_UW~Se3B^=p$+*;MjjJsEE=}1mYlQi7EsfLkJtwGctM)9=V<;t69h~aFL*m z9MCD}oNjl3^PkA`|M#Op(C4*b88L!Y3#FeN|Fv;2^748_&K>=usT6NsJu~{aUv*Rs z%suIhbkv?|ciS2@`oG_566(3fX`uG(Be|7iJXdt%Vmpe>fsmBcuYS~wsB-ay4O=`^ z>wz>I%*#wgRRCW%d6zynpL$W2?}Zt>vhbtSKKViJYReHuL9K#}9kNf183Q^LLX(1& z55`Q65{ZlM{;C?C-1iX~A^0+$ME#1*^R#~Cw#(2P{_+B&kJ37T0vd>YAq z$u4g$1k8nlKpAb(=tW|bsTAdg{6<grhFF38fU1FbDxhI-0}U5-dvzz= z_JuuT!ffTUS6^QM-;*9)^tGnX|IKCZ0Q z1g?_9myuY~0Vrr_2{!?Q^)|O}=lzi7a|f zMJ3zX-AF@b6+cAF_Nd9rr0J7;O4SVc)?DY5{_Mnwk`ZEIVeMR8Y^)ixyQ<&}QH8S0 zF(^3F!lRSv-_9zqEoXxdFgw@${~fuKF)}dlC#I&le?9-#?v)$x?qyGzCIYF!B{wJh zdO6UC7qv&&Wf)-1qMN4|Ys^mI5D^>e{`$BR_dzJ)>&e<(x9Eb#g71hKsm=zy4qZ@| z`^6c?sY|j7*8N#}9-iEW7J=J(rkE|~C%0|td&3wja(HAUCp;XSbjHMfHzXt^J|W5v z|HuMK7ushr5Z3|WA7pb%p#zxNBS}15)z`NN9RCi4^la1-WeTLK6-^^lP`uj0?u_Bn z22!5B&slRvI+tb3;dK6hd0$^2IzuGZ&T&s4w{%BFcys|hT1ej}3<i>?GX3R)~D#Ft8>{bf#ytK5W4V>(#PJBqiT{Zn5nzPkb zBN)4a0_8}@*GvwoM70EraP?A1WoVFP`~5RCHH%#N3n%Se^NVy_tY+3@C{HhZU~%f0 zKlHn$5?JV;tY0MbI*jh3^D?5X^Y&gh;cYZU__glczjl{9-VI+D;(&k;3^wP&t2D!1-i^n z?@vr-ENVHLf^ZO2a8`+gFowGPZvO2!C_2K=585E@O;1*oQVKs$gC)&eEpDg3F;H|G zc4DK5w&`*r#}X!Ah<}=t-?_*@QgU$KyUYI$v=d=QA|82;)y8vIt9~Of6&Xx$w6xAe;Z;4&bY9Ep4wn)0fYVd z>B(TO!F+56T{R&QQw*hO}AbJMAbfT@!N5|@`VG$dPIUS2wLmzS64b3fHi zPhF|dV7m1d_6~vkA_lRwwRL#M-QoIp;@S~Jn^bOkFqs_{WNtN?)XjAjd7=#I3NHOp zE`;CdesN!x0Ew?JR%`{I1-2|7uu*Cj^tFNu*KU%M&A*2=1PNkYw(uOIkBeP$sO%Dd zBlm^LPrTdQ_;_#Sprze663DL6gy$%)prDbBXar8p1hZmIdUR_*o7Zmed2VXS!|Gi` zJXkCzVYZ+^^3wgdGdMW-*Pmd^={(S%RmYyS8ih30+(Xw6k$Frg4Gn&`W1R9#-kV`! z$GZI&@(P5^jLn0C5f^x1L zZ$#Fl7^G_rJx(nqx`svyoUVW#Dntaik#@zJ^t7+W-6d- z{CTs#W3-%~@{2`pSdSp6%t^$Noj|eXa)1lUbw?Wf>xJz8mO4Hu zs!12KVvLF+BS(H8i@n%#2&EDJ!Y0P`S>rD+$ z1}t;^CRcL(xA!w0_al}YIf%xp^7|cH)1+niuCl|lWN;**o6jV;LjH6s$y4R49mg4od^LbxUPOe^+;iEtOZ8{9@6TC>` zv?7Mnls*)E%z2<09tJuLk2C%@tnaXf)|u&(^G4|7Wh*U$`AX)=Ypaf9k^O4RnV{S8 zU+%Y;2VPWik=OS>yPJQ@zx=vBt`z#{kMdm2G9V+}-nJrKZ#eaY%quIidKo|$)eo;F zaWln|-k|tQt&Qi1C(DoVC~AxlprqP9*(=&#Ds-i`f4$c|txf)Z4+Hr*jCE_aH=?*`maXTNbE@Z2E##q4@4*2kgUKvbQ#p&TzACG^H%(^- zp8O9bl~)v%h8xZ$)bt(Orx{Q$Uw#A9(oQBJP+EOb7#S}Th?K7q5)v1TZ;nR?nw2SW zqEAJtzk@J>qu|kL1)igoQz|OH!@|P8@b6@4gJ$lUta(3bRTFAP-a^B2y-xfCmJ`c& z4kn&-GFka$<+>yHM^Tq-NI*J zVEFa%{t`1=T{o@r)zlOb0fGKye9MVsYI1UNOEK|NGg@$mJQ#kG1vQ(t(9R&OOay+2iHj}WCL#caU$(YV zd}dPsY199Bw8acMe@g>8op$HFrTh7cL8;GRv#m@im^8wA4(>~P2ReUyyP2hVLQ0C# zbHV_LsDDAfj)%JXCk~E!+$QWYg1Wq;N-8(cbZGtTDelRHR(>`CR)xu-O0F)46qV_RDrUu#|-#le*52lMM* znvuN4WR{LDWvw$y9x@WrwX=(hORK}0?(1pe)QZRH5@lt&R<2Y&TqqkDQ#|q}@Fl3+YBVwf z3l35uNZGe>FC>oQGqh};q&x~2In{0=COsKO==iuI9u3R&BUwox1Qu3_%f!6aT!9pF zu!J};@>1Tq>+0hB`^6)pq8Jz%sopM4fEpB5<1I~0OH)=?$H^9O6PmMRPyk+k=y`uW zS&)b6BW1t{B=~FnVv#cC=l z(oIZE=mNh8d*9X>`akV;qLB(TT>~Ikkl%Kp>bQZQv0AUyVx`IYnNs2h3>wjAtMFyJ zZdn9Oq@TsfGXSJRq6`iaqm)!>w;WGV+Xwb|cAYl!$oBSj13U_W(pakRnc(hWHtK$@tnGgO)8e$%f9$OP7%t8)`KcIz zK`Nl>6^6vF#Z8`|s0!9u5A734WvBR)Cd+(ytbR-rL*q~qZA0lzYL$^TdOq7y!QGA2R{v~rq zrwIuOylZ|BYceIuxjC-@N&n^Xa@LC9J}jo`ZCERznheop=yI1=Z1SgUaxdj=cu;NzDtpgBQfv*+a@&Vy^H%cDg%k1unC>`8j&F zUQ*Zzs@=l`NwgFq@$sw6ypF=RzHsO%nqbii7;{b|vuiZ6+1xNlrUD<#)P!}=lai~f zwNV4--8oaA2DMr}8ZnVXk*w7dS!7l@Fe$BvXtZpX%P$f?2#om{{BWp{i~ z+2luFzt_hId4S#Na-*eZDLDI_lPHF_>tbA8`(}8r2E?rI;s|lFXf&sBNejZ6SRJI|qJ&TC&CMN+_^0 zF!Nvd;#%*$fF1?_X$wo=QvxTtVnzXK}YBWPZ&Q={mbs2{B^aMO*VC>Z*a%N6^v|n_;tYj*d zAOeWFu=Bu~k7UWNrQt=RyA%U>Z`_Pk)p<@Nz^t$d37>|3Cr}@h78iHjO-rDY>i+Vq z*Ue$^5p)a!K5-+8t^08e=nQ8ICwFIe-hRBjDoh{^4S)y$dru>0&OBYLw9?IvT8Vb< zU$@^2+Qm}+&J7?B8H$pk_pF z0iTEH=*6j_udMc}cP9I{XNjwq<`J4yW?7WJ)j`vZ=gIz_>>VSE53w_5t!too>VosB z9lt^p*c9KC`)7HlC{f9mp(}NGPl_b&>V)`cZ3S+>D_1mj($QpvS(o~=2t`MGdbNMA z^POV%;6PAa!+!b(6@C*Z7zz>|_qTX_Sdof6xSX-G=#Q$#5T!;|1vakEnZt_I3u`CuvmD%BoD}S4mOP?$lhV@&y_yY77@q3@}5~ZFAfOvb|0gYmH>*cfMbz zLKo|`I&{oeYI!)!SIk#N7Tmg6zsw`m0PV8Q=fUCn`kJ1Zd2q{>N+V@gXsWJ1`Ur^=W!w8?A%bVTfKCKR-~?~ zp;N;WR6q{{1A{?=CH`=}#^2-P@%sA8h@eUtI%D;D(rT^4?Vrn(@WUX`&pk+my_+bh zNkjh=Z<^YkbrJgjJ!z@Kp17T#e|K+BgG!?KZIRKN2n8-UB*c2LhP2E3j_UL0CUG@p zpx26W0#DbP7Y$!7qY1e*(@ZaqHzMdIndLFDW-!}Eni=4@8)Z}iM`hcwCX(0a*+=N; z#mF~7#?fiREEsKQRy4(J)eLAYI1R#=SnNv^#a_L3o76z}EQCA&< zG--y^5(_JEDj9h+s39w+D@1(6XN-{SN1wbU&MNY3ZytXB;v>OHYdeq`8X6*Ow4CZb z+w2P&0^s}n(BL2eAZ-b@e<=lDrL2tUHCjwm1H|gZAuVALG=Jj(J6&tgc~1^>FUO9_ z*UFV?G}7&5%Ul`&&%}}n5BD{FmKQp##DG%pGxa5FQb0*pS74c+pG=1{6r(97g0jV)`M^ye?!Pt<07Ut; za4^8c$pIb1OdmiS!_GG!4;1in<+3qZ!aJN(85u`~S?Kz>-F$n^;}LH}w&&hZjvb+i zyxDwitYite2R;I|!%L$^!2R8)=h(FuFo4Rdh=PKW^(CDI2N$>Al4E32dN8v}nz zLSK0_%Jc2Hl9{CBoui%{B0oR>f5t$Sesko8|AxAwOV5ObA&X8`3>K((p>*P zri~UHX20XF+bMB?8RjutBzFVgYR4Yn%gI9&=W}^gRLE;;;t}&Y>}JCvYu~(~aqq)4t9AVnb8u1Q*gG{070EISTZ= z`nj}g6?xapx?mKK6A!}h52QL=t9OWuQQCKlPurZE{CN`4Zu8`Agna8|FnvK3bkmYS zxk2I~IZ)ZLBvO492uL^}o_J_&NJ~OQdK#DlL-ApVL5joT!$S(!!Na$34cAa6Bw9-S zuz9kTIVfljq8Kvk)uAC8-`A@VNhukZr!v*YmzTvn%9rM>&(^a6KTwHVe1UT7*$DV} zgTDs~rt4u{FMOY}q64pfqB&4O|ATcZA{pR10{})F0R-4(@$jU!&!$?ND}rkpDxQ%(Tq1x^SJm&%M6=YUS@ zA?)Z4qYN&+8u88tHw8bv@>k-?V3q6^(&-*@ow<+E^ALEx)O0xuFq(T9ba_RY+7O_A zfhz7E);OSMu(m(Bg7V|0F{@->A(Jo&q~6Y^qze=3O{E(FVkg|;zjKl42{aVB<)#Qi zE(;7?T#afK?sUcM)n;1{Eucr_O8h{PGibC>+CBri-Yy_s6pO&2;WN~=BLo*_EtEk# zJ9a;nD9FnGz5!ewMr>m+9WdU^-(R1YJum!fYjV!lI_70D1ezR`wY9ZFs{fq{dR%XO zOl(c(ON{3Tcm4wS8WK{6!}IM?&wu3!3B$;UPRpf{xP6oESx ziTlz2)_{d*lMMZLAJJw_@UaB*Kv2Mrj<(qok8(#9BtI)*fy@ng1dML`ehcWJ5eX!# ztjzXJARCvg!9I<(Nw{%TRb72BN7!en!;LB6^$K1`M<;p7Zt0XqK2iag??u3)f4Rp= z2NoqzRsL4(YcfV@1xiEZts2d{T2iLDm+f~kim8s%e2ieAdB@{2X>B=qNT!hL~2y> zUHk$I0mh3tKSwAA3m|NqzxI5*^yJbiWw@?L;Y_6$7+^;6P$$?2hE0=f_47ZlL$wiT z&qC-nk!N`Mq2!Q5UO=WoW=@mPGhv4!G|@*#1qFN_iB;2&9z7~5UXyED0}*RTg$+_PqahsQ@2KL3w%U!>WzRnhn8q&c-ob7CfM~9cq1Vc=>D(6Zsqifc_M*`Gow%K;^ z`sBFZ2QW#vO6QiR$AZFtBNP-C@O`^B3t6{RRl@=*cnh$tn5fgF3%`lwiuiT3f6njt zyK8kFFWv&TUf?B2-2ntA90v>j?v>K|)P^V3H9=a%r818s{i6GBb@f;aeI%=DWx!e6 z;np-ll3Ry1k-LSxiTN3Rs7C}HoU6d$amq))a?3e6F)tGsAU9gOK;y`3##bnYOzKPW zKw11UorU(LDmNfcb52um(bEU3I{v`hV;z3BxBv&2woAk9YG`VSCZVTIcFTCvI`4}q z1`NQ$;X({+9k;+1g3iu$_&A%)41GCCA=FIBJ|IXcy0BO}FxJElZqEP90%&PVMgTq_ zy*LB?pmK%f_LJn!YBLozb-Tm0S&PG(^#0MD+o#sVGeP$TzY%cv)4nY$AxAJIG`zF_ z!+8^c9h@g&09SNJx7p@S+|%D`Ct zwPR+dyU1?6AJ`pYc6Q7bT5@)PQ`&CO>7K2jVSkz2N!iz@n8}l3nd4WpvVl(Kiiv-F zp$xp!-``&rI6wN$G`Ew-`%dm9yBvNca$)x@Wzo0f_qUfc4_$TO%cnrRp3h!q?HPty z$l&M-aggsky@67MgK$4*e^o$@h$`BYA1nB4PMGxKT@0GLtoJq!x1IB76}Bk!dY)>e zrR#{Jvy zdh!(g?d_o^aGr^C-z{8ztVEHixtx7rIp-i?iKK=WI$VUa0o(>?K_tvy*r~ z5reFB)U%a#FuUiaaT35HqcIAY#l%=xOAgiHz8@X!eso9lH%ag{G~~AtoVwG~2WIL2 zW)tJfGVeD6MU7!98IRpOJXrpo&PO2=3g2VWTvaZ1p+TaiiPs0=Q7O!{BTIdl%G*pF&;@Mu2wscpVXegoLEsVnA&H>o2W^2t zLe|dcAZYmQi;FmLse~#{D2DlD*~j}s&y)3;E*3WS({rZdTBXSM?^On!sX*bTV8TeL zLUp*GJx?VjVp&Sm!b_Eq%>_yjsYHZAqLaH;+05rpG*wYoYSPg&iecc|67|}lwFD9hoWWdE8 zFLVBUdAbowvYF91f?4$~J+Ldtc+>lz<-_<~Xoc@s#;g09(4(?lZ^o~!B0yo%ZdO?}8EF#TS|QE(`idWcp>p9I zSE)7C(Hv0PNB-0ER`Nf$ynl07h4k`zdi~`IQd!$IIl;U38_=E*9hVz?J&VAq z$>9H{|2qI9v_x*FB^X9WN3UORrqDUl70ua7k`sk}?(4qp$;bJ9f(V9!Zr}QG(r&ja zD;-0mVX6%@gHoMtU)Y2MOoH3<>PTv~uH=9J^x@D5dhJ`+G)+Irm`4)}rUKCA>hW}$ z+2EcKY&V$%MMcBqobnN%S9w8MAFj4ucv;2D7T1Cs8^{2QM>>TQW#Z=5 zq3LsP09_WkVz_>bTVL*uk5^$AIFK&NiAKf4S!Jdm-WrgqU?xKSO-#|Vrb#d_;A`^l z3(=S^(Jt%hQWL!!yJFWsSWy-=ed>5zaazN zO0hG8Q)4fg<=aZ3t0~~MN?~flpX4_p37!w%WC<#afJ@FRo zSeSPoBd}8t`=2IKNVF5xb^?`W6f^POb1u`dp)>a*pRVBGiP1VZaSb zZL{CwZ`B;XbFYOOgE7I2Ujts*f3g&C3uin{(pU{>kMEw5W?lL^FRn*ov&ovt*EyrL z4E-beLf{vPVx~Rii#~~p=ANF~Md~jjaB*@8w;+-5d0w(nBe+R{K#+h424q7T8Uxin z5S3NbwY9fC0B)D950mfv$uUXT28a+4G892Pw>OpLJm#es;9V<>Z6_BJV!zDS;%fX1 zba1F)gcD)aeokFn2*atsmgLl(L^7qus5l9PpQZxYG?KisZVm_U4$j3)moiP;P`4pl zzM}rL2U0Sppw2UW+d`fq=*%hwtS&4>YOYul;J8Vw@*`2Tf7k<}c;oKno#csTwI_g? z35C5s8~NSgDx|UO433I+%~l)nzDsZa@)El2g_e{_%cc!KJUm1iQayDS%=NvF7&(jW zIOUuKfV?yvJWpm!bTkTJQvUw)=PMASsM5WI?I|saPto`=vjB*!joO%;yqtvvEs)0m zWV?ja)Zx~R>aBy^#T>W8BftSX0;I<$AHw~~?A5OeRXX1%wltE&;o5lSJ~r1QPA)=0 zy%a^-f6^tb+@$EwZ?H-F$G#VYR!A@&o1`r)HwTRz`R3Ka?;0~X(IpPkSCjt0`+8K< za453rFY~6N?p| zw#RCJt@vwdx+iH%qlJY4^Vxa#H)i+SxuD3q8Ksw(m!bax<4ZO>QOsT(K}OYGZ(=f0 zU@FvuVUxBW`JXfKUdc_LCc7VZAe{3;#Cw-i%lQ=5x?2`NF@|N`o@vG$9<649Wx1Mu z57r>(9`3|A{85)o1>3iuxFIxIh^=_mj{fPgRFWt3$8A_t+3{pczJ(Hoq^CmkTuDLb zk1PX0aezZhNlL;1l*@djsr)}*>;Di~e($FBGdz5JF3WTMA85qVQ)Kf@`hp(kMRjO< zWrAsAR?G49tgIFQuli3>BKLnxkO)KbQr~Of|N0V3TBTnf3>*t$(Q8di%3QQkSW4k; zkb9v3DxBJYXjENDVe`gg(7ad53KQ-wh;I3k)B2~AHnDC_PzeMnJJI8?@7`bBnpadM z$TW)fKcByOJ8ylB6K8q*W@N`$%Kl`35$1~QoS=OruJpq~4&zi!jb7vR;)9n`OF#DV z25d+wr3$e00>E`~J(~SaT%u^=V#7El@)E6-$y4t&wjhw3W@&lAZaR$8ZPZw@5*~=! z<4x9{w|H{oyY7W5(4r>a(9j^OsAzWnMcK4K`EzQCGYA zVS0~zOrw)7B32ij6A-;eckma&I%!GHmar)+9UJ8;ZD89^fd{mI$|H|)<2J#*qc2HQ zt54iwVD=7(N4oYVMLV6#_T08`m+6nqHfv52O$1XUFAPm+X`l&`7A>Fs($f|@ouv_4 z5{U&IC{LVjtpilfPoWB|?V$j2Yp`8p1z_HvU=O_b4s(U<@cxoy^?P!@-lw%rt*5n7 z`JA(6N*>x0F!`cWaq!pB6bu|+`@(CiV{R4NWn)I(D(*% ziB^utMmRIfWOr{#W_O(nb4;ZZTan%VC39F>!mt`4y~w1ajc)PpT#|Qp|8n?+eA8bm zvE0;w3Z2A3HVq2qC*8jvZlikZ2IrB}h#GL-wkDsgNzxMS!Gg{pIf$B{BEWYhsl-m6SxaTeYas+>m|sg)p`HvKCIFqN0EoB6GrH|9fo0{0eJ|%ZPNTC$}W}Kly)jg#2bmtMX(` zT2>YzTfkc9vNVlKMpd%c;?+Nd(*A{`tIE~1IK@T@49 z=Vb4s6rKxw+kXswLQR*ePp&O|`uZ0yhXCRqBni8b;G5~mEYTY#r@@VS<~|WBC*IQ8 z-bmY0W=S#9@5#v);8Jb>&_)GQ#zT=norCW;R1~}=@D(#Nd1w(9 z-oZJ{68{@6^-Re|1i7l?e7s!*JngSu{2slFUfSQ?jnB-~)4YFB^vMZhI$!C^OiWDF zZKPe$idt)MW2)`CDv^0Y2Fxe|?<-?C6q4V0ppe7A<=89({fwXNGq`Q>rn)Y_CM8h= zb!G^5_ zPh0A!MQ0>MWO!k5^CEMzA?y4^M@`87Qt_LLX%hI^u|{w~PQIjfRjogyTD8)IWpP*ESz4S(7x$0n;+t(lUNeLP{Cy_f zr>YiKYn9R=b*)^BFFxj@PMZPr+w6YB?}Pg`EH%aE8MYF7d6{1Qx5Dcc;3LK_!Zm#e z{mcEVFkq=Xq#zBDQ>XZhYdNCje`ADhAGoXn7*2`CIRb^s_ek5eU z??tv6p__N1tCk*8gn7}6?s0QmZ+JqTDSfkg67H5petOMXDFg!awHbmf?SDGbn`}C= z;byZDxv>Z$G1eI#@8SXiHOF?K98n|HdKR(ODOGSmIiRWYUWjf~bV>%sEad{->u;X) zyesB@nQwJR3u4NIN$!v)$WfXf`Zso_FV3m4{G%^wej6McOz zDAWV!xa*7*nURq$VI8OUeVHC-2hje!-gMm0R)+eO@x5HnhC<-JEdo)>PLB%FpM3)Q_ZM;$>srhX9acEjz17`}5Tfx4$>1snzqGM9M z;|uQHEuvXM^UNrSA2EuVVc6>wgGSUhmfDZ4Y!bnkL|htUEB$LuC4Yrq%nSW@N(7GO zDh&xCJ^L@1;v!-@7K7vPC4hO*(@aZ;r_jf_>1X3Hs~#8?ln&0unuhRu#`cu&)mqq< z?2KxA#aGI$MqLZC1kg@?$>R}j+V^;`UObyP+G$8F=!4udU%0_3ifMv1sOoMhCP&n0 zOBm3M$qjFV;OCzy_0^uGUjz*g|EBVju3W3HYBGmgjV^+MUTtovrD`o34M*^@WBnrg zttpR5#8xr<1h@>M*Cjm=`(VRK==JC)CnM}fn79#8x_j9j<%=3=F#c|{Oo6Rm}nxVX+qGFQljlR|r0RKMTJf?D72AzP`taTxPIuT6r$)1Ob z5YoJPH`B04yc}YZ4>Y>(h7<6?ANv;YIb%aLyW_adRN)EnWm4TN!Hq!8(9Fx;&A>4E zjx}b5Gza22V+Z^A4J(5V%nP9f)hP5D$-5vOtDs<{@eJD9mV{5VG$87nn|LdQ@&MlX z%WK#M+ED6J4&+?m9?&%h$t+pPt+p-QYlQZX79)sYs;GhfZzP>xl;*#3o+el_n1b?B z^CcWnXjnoDlSo^z@N!e=t=JDu9pia^1~`3J%4L_25SFdn&}d?b$|%-P4PWRK^C{^q z(}&nGCT=W3Lv24PrUi!;_apcB3Jv`pg9~6?Bt*d7u8K;<$HVhxsp%;y3WdG!CL6^d zBQqTOfatZlEwryXuw1fTd>NJx)gCMaywB}iS=%`Ak&ryFr?_YS zB!GfmlR?T>$~fvtB`Nw5{A;whi+eN!2`KP`QR*d+*I4@A?Vh@Q(GeD!t%4gSw)njig1y_Hrvq_)(oeOBLd zSb0Bop8xo*K%8FYp=&|8j2pl;&t)6s{#jK+*N@YTnZ-^@fg%WXRer8Oxd!4Sk-&X0 zXqHqV)};6&+~2+d?rlnTaoT$)5S{^ikeh?tfW++ViBVBy=i5ULPEJmGX00q~IvPqf zto#beGDf_xq=kx4{pH(iG$6HYw!TlWaG|N@;(?cHhVk3mUl)8og!z}30g>^iX0_gq zk+P*|*gzj(gel0&SBz{NP1lJd|a>!J}Vqg^^=o6Dv%S3I9@y zaei=^%Cd43Af-)udHcl0mDJSKMBC~?F5rq#I>6qT6#VrzKeuGa`vyZr}8)MWi;R!#^zZvSmY#6|e`(mXbw;jn)G%8qMg5Oxp?VV!rcGR_DC>IU+=Qb2=T zqfHw9tXVpz;WUeYfIvY(k@trda6XjN3iBgvT6db3>(Y{)d@l@nfGpwMesxo$;H4Ig zKvAV{wj>=lAg0>@pCic|&R@fPAX!5hi~fBw;dVl97DOWo%4ap{ zm?p`+?2sg5R;)3sYx}hdpRd6}a*EaDHp2>c$ZQ{c^@Gd6ZK)1&+vgo^TuNb5BlF?j ztM{!U`RKD^J#|bIGuRbqM%^AdEbICE)K9Yw8?~9VpQ4%c6SX0XmHe@R4Zzt{_(PS9 z{=_u!9N{X6U&I8G`;#eBMsi>UR;VW5nSUOy+mz2VIm=)Z7$yi2o0g!kpx{}979L{u zXi!H#`q-5!8_aS~P*+_1<#P36*YOco&s%^~l-z_xoR38R6OFh{YT#`0w@5y&ikR;} zecYd}hs@jTh2{Fs%5IP38rO%;by~93bUJWSOGo!^Y>-pJL>5qlTJ*%TUMB%c1T~PZdyZqh+WdUKw-QGNk62*sHk(XEf02(&;+TDFq<1)qD94mpIj;vWV_GI~{hgD%&`-9#rp-64UE0P$SLm^a)m?Z*-lOU2jZD8;`XtM<@BR)BO{tXL+SU}?ZPWs5SI zk#z`!psHLESAEK!v?UI_a|D5@`~mI!FXl|=&iYk!L#FiNhh~|g(U?98b}&BhqK96O zB4b}h2si(X#eYKZ;a*TPILzJm)+p`!1w63)Q@tRJCyE#`TMhHPvEaWs&oa6Ch*dlz zbj$~e4ck<<<>b=bFd!%tQh~px2M1a~UAQ@XL3h7Z?Mjuu+>W?M#*vSF+lDz#F#UZ> zLeIcY{mL{`Q33^A>aYq9A4@Z{>$41Q-%bluNXYl5n3!U>lLc*NJOIS2Xrzosqo9!q z46gg#DY)MbVk@h2=u}qNe8Cw)r|8|twXNySaOW;3_7F$>Hr}N$04S8L&ACP2$rSNoe zp?LD22>!;d5pTU3o?vX-e-0B-_9F-Rj)4Af;lo^u9&b+Lq325c_9SHO=(kUCQ)h}~{#KZf&7FMs-BTfz($PekL>zcWRFESuC-Kx>-ofxtSUMe`2G*Cz= zCxC#_f$H3E`@Cz|tWSg@gtSd@X#hQC!n$%L6B=a~r3-UG+6%e~C9JGg*yo37`5Lhy zzIdbPVlWqfgQy!`()mmzF!`9jt0CiiJCBgXm(Q-oc^t?A2vZ?Iz-lrnr1=fcn&*1$y<1yr z?9WdF_y&%t&O}b$KFFd%No=fnwxfkxwW|8iPO3ij#sMy@^B~TfMFi;UuJy0s;VltIN7|@H0=H?{b3=~^>``2 z@A>XvG)cpm3@F4)Ab#{t(~b&wN+rx7L|2`Qjfs=ccty0-M5G^~PrqXvx^@!S(-J3|zkjsR7g3uHbs6T=&P%_r>N#3%{d8h-uN`r3FyKT-ihC_O+_e$3GW+Pm`ga3&3q4 zZ@_INUfA?tASm^GHA0?b$D{XskRF(Qn<;5V`+vTf5*InPx3_ETYpdeG={rGkVU_sM z*kMr!F#g&3BylgT=sj2dg^pG^XSey@)ti)5_>=42fInm?hP<(Ho))(RaLaw&r{e#q z;H<-%Zlf@~(J?wD2aFJrk5>+toA3R0 zUHf;}cHXn!d*Znt6{556`3fS@s<_2Df6{tRE;YqZoD_dYo~LHhJax;JY%vE|0aNWj z2wCB^Jx%sSj1TG%g+<-r}?MT)W!Y6ONRDOKxT_rrz-? z#|!9s|B($N#ye2}Yc4qPm|RUc3y~wyeqW`OM$2sCy$4}|e!CLjnTd{feGETRmD~L} z)Mp`B=?N>L&RSDB`#mIlnfshF4UsSKz&gnU{pl}ss__fX#wg{}Xfe%4qnV#ad^8qG z%;Vofn5Br{hvH~psfQTHfmx7-hngelI@W@>c}OwEkW_3LgkquqgV~`GaM}^Sg5l}t z=%Up%3#&%`^Z^FO#w!#m+u}zh=gJPY{KfHt+WM2rfB?e4%yk+ zrll!%Xf@Hs@V=h~2Tp^XSUdK9E-XK@*F?|!a_>Jiv`in7D(`njo40H;`HQ;{rqq}` zsU^T$QhEDxEQUN#*?r?ugFW_%o-S4P{@#$qFE~bjo z*PWQ7`;Yz!pAfGSSFC#^d7Y?Di|@Mbe!UF-y=Eh6MJ2U# zc;erj@;Hs1KrQz0U)!-6Plv6}1J%3fsM2hc2kjrZ9$WAH6wE6qa64E< zKgiG9KR;NTl!%@roNMx2yV$PC1M<(Q6P zT`=G7UUH!({9lc1%O_WN>$6Pw26m^jX|Ht%a{|y&ZUh1j85gtOXnvu!@=<%<%21S$6(*m zfzZkxf8V{E%KhgUpT&u41K z>#n>Y@Z@hEMdT4v@4_L!(@Tj-QRo7Zk0~Q2p0aZ#88Q8>&(eEu&JpnR?40y4lK4}i z=e;E)`mnB-`ZAiYu!}!;q7UfwPUMF`k%S{4aFtC>2mlw&v>ad z*BW4V+glzME55uX_|TCh9J;rHP_q;i|Hv-2$f9)q`Gz&);rJi34zKBFRjc1|tXeS9 zj4-@ye_1nS1A{4E8CqI(x0Pexv5AQ=RYd6ch+OYjZm*W9Y0Pj1|J5q^~EXl9;In;-?+_5N*|4C3OZhR%nH4j z3ic;^Qeo2Z8b?D4)R_wZ7({%1eYLc;<3`1%mR#USWMx}SDBs{%K|ukwX=Ob>61j&i zoREM&FM$)-y?m*pt4np`y+JKmMq!(^#f{B!l@etws7nxBQ%?thY2nfw+GOG4!BBI`@uFSTKbD%3&$>xbKEoOccTL5QzkH6kBfzmH^bMy=Wdbcu zkJ=jx@fFXgZrZJzfb;qJd4&#ZgHjqW(Sr24VpsF^=vITso@dU1DYrjhERDCfwl4JC z$PGRPXOYH+x%u~#whQ{5yj%x^M`4zLqcJl;LCspN+OUVq$0Nv5a00BWKsm%#1H9K& z6^-89vueIk$sNlW7#OHOI6TZ;79TEYA!EbI;mN75r*quh{eU3k8|>V5W8>h!<{La2 zv^;*BvFTzBc`?Z`TARtm| zHZCDtMD!BT>-uIsDK1Jkacvl!{5q&M7g%vaKfo5TdB!HhNI|}RB^--fQM+S9g&k!9 z*|zRuJ)zkJ-Nd_87O@3d?A}oHNpQOKokV-xjs;1^t1^?HZtfimZp8Fq?2^@d5x;-` zCI!sysU{HZZUq1#z1d9lbM;@$uV(*cbuBeSuQU+Cx(ttKUtp-+-Q0xYKYn~@E<%Bh zM+Cvi#a{u6`5NrhuTjUe;gjFwP(EbVkuAr$1qFB`(x5d_RP3tE2)x+Lw6?L4wXUD3 zseM;U|7KH;t^Lp+g`04M;fu6<1&(tVG~zUSb4~T4a&ot>O>-GkA9bVj49g9G$Q;i3 z{O3RYE?F7{g18pbJ;C}J8DTKw5>|;<@y3KI<&LF*bMS3jV13#a7%&Hh(c&#S)Xb6oju&xs5i57ts7qfIGnFSMQyL&Rj zXoEkomE9$zTESv^Ugi!t>t*r#{_*qY#;BEs8~^5X+Y$D&%`f571W`Sr(6HOhQ~18L zz!=F*%uL+TXqb!4S7^+dT*zVX;3DQWP(11WYsZt9F8223NAD@)il^7Wq*a3WCV+E9gV*psiGfHGs)`tDsJ?SrbVxgDQL&$~#QQkW|4>U6~yX^o( z{p~QA5!-)v;*F~aRKbGazL>umkBnOOaHtp$WfgJrK0K2jRtv+QdQ%r z4}4oP0UXkNIB>6$Nd}mkEPxBy-+nkvLf@-t&bEHW7ED3b3H~bQjM>%m4N}Cc>~MU@ z2mLWw`O~jkay2zIjD?R=6K%g3a>aP0#i{0P9&Jvv1+2zBbg;@u1>oM9cLs8BXlU2k zXv(SP*Z4zrT?KMqYa`NF>of@YJEfH2Ou5@};QceA-L0LI5pB`Yh*@-k#IE3_qu8?{ z-54aBUJ^9kuA&StmLxa~7FHR)HBlh)C`yW~)6><@sLh=_O%6kbKJ{l!>w-?%V85sj ztC{J*%n{aefCRF#T4@CxT`nLLE9r1TOzrMKOk7=E0WWr@s-n{KkA(4oH!Z)3xMOEH zVFqvySOd@hAUO$%a}CiVSMgJl+WPuT5Tf4D4s$;YU!Qhr|E_Z4v`L#Hqo@!8)~ zQ(m!!H1^=4<_(>zU zsyaIEu7k3$9AjW9Z_z`-f#1PGAo_{CtpeBD-B@yd918F3v~)ry)6+Gaz?BoBU5Dno z52`fq4NGZY&d}5ZoEP9h;?zVkyf;TOb7WtIkT6G|zzBGmGD6S@)LU{G9&&1WdT#-s z1-Fh1tu4Cxofc{mg9#A`+GLCT`Ccs1pFmH{dEcy6+6S~~8O1=`u<8>?#HM7d%*Th0 zpWZ(90_v-zR^X&IZ4B_V8Dt_47F;VFe!{CmBtK3rsItJu)4G3c&O_}$jDz(x zKRAkL?5O8(btm6JBAcF$J!Hkb%SoPJ<{77hSN4W_ zbTumzq4i`Zh#vbJRm}k+x_UAmM_UnQ9a&2rCNav}om~9@Ax7Vz+`UnYd~v~NPY|kl zmop{L@NSNI_G)em+3vs57+s_j4IazA6efBK94~@UdFKgLYV>;1{Pq_QF_&sme~C6$hAxq5j!1WVrMR3APEI zg5P3Gr#6Y9s;@W42&E9ofa@23$b$Ytp}d4uMz|oahzQOwmN&bhp55R7)4ZzN$nJ7U z^>NqtXO$g^8KlED*tRuYorhHo&#J`J!!)R((#ZO>jS>|D+ipV__T*-!r>B`VO4Ec<@ z^J$U~WZc>S0_P{BFE@}MM1U?eof@%;?Q3+ zs1YlzuQ!$Q=t$jiQ&9*%6<+peu^Sg_6go+=)(+zD(onM zvFOBbOMg^5QSt6$p>Vf}r=6p-gQ)(9iMZ$tK5OPs2%_%3yvOg+n7GGUF}^H>DIz^L z8XuATF@-pI?l5d2k@(hVyB8s-+^x=GCU>{dT@IA~9cyRekm~zdBw0jiQy57I2`u@K z{8&utGLK?ak(Q1OJ!geJE@ya%A}7HstOmw`u~B2eI%7)81lViSWC1}9LM-58kQoFV zRYV`8Itq3PNM~h;sG4l5SMxn2WV3)^u_?jB3C8Sdb6Z-jJM-0(N-!7Ozmb-YoTnXUhh#upK1GN{HfJW>WQ`7I$l+U9`O=H|x0o0b4a5)?wd8X3}?3%~?I ztM~Vhnr=?!d+L``GNqq3cph%>_{(f3zB@Fs+>aDL<;<0qdw29%aD&xDmGq64T5Wx> zsMd*!<5o1Awxv>=5QkQ~0Ni8LetMsp|Hz6!#j4Eu?Yd33>gAprEzAJwO>Cv#p`FOv zU2tJWye^AmThbDPgg`m)BfX-wl}8&fkP`fUTyu%wAS{T7G$Ha9oVd8vtx!@HJL5tN&UzAf2XTU%Q8 z_VycK0;r988`a@=qT=Mku@^FyZ`;U)=@Y_}6LytVUp72f+3U5;c(Wx;Rfx2vzka^# z4M`SclDgB=Oj3AX2-es`EF|J9XArpTLqk6YZ-xZRLCzXqJr2AS3()qc z;8(?}qL7CsT%AonjW>o=k+dU!?2=M(_0TB16|`ew| zCXE;}-hft7w=X~%Y;p4LVJ+^#t!($rvp*{jbT@Dk2qIBY2)mJpiOEb=Cibkt9W>LL zb8V1wJd}z{MTL^7Wb%@c2OX{w8k@EAE%UJA{KT8|Xwlyro49ioa)u9yWeYqvzu)gm z(@xxx(m_bNd3?X*XSiV!YE(vXDqDRT}5@_>mYUkg0i}MzS ztx(7<>7p18!Nt^S>Vo1Cz7Pg_B^qporTRFSshM!G(Olc2@U8;YN;-TLq2QOMffRqt zQn2Ps3BFu~oOUvfxoB`(Xgqyi{?m58ih}&VVewOE;=v18MMo*!@^lrGxJ=pyT+(EV zQd*P(My{f5D)eeOMJ*6hGM0OPm1dN6UAS5)a6)d<=i?+f*gw4O6r*FJ;&NirPA=lD zoq;~WUeqg}<>%>-9w1D{TS)P-x!V&iO~l9yF(Tj$LeVA!|Ai+slV=LRZLyT49vh{c z^-zQ_UCrrTa6O6=&ST-RrN>ItuE(F5UQI>aAr!x7a*x&a9pw*4DEzI^1f4`fS3>kV cXPg^W(M<{N2qoq`V0{chD{ClKpv*)61DnD|u>b%7 literal 0 HcmV?d00001 diff --git a/B-Raft/src/docImg/raftFsm.png b/B-Raft/src/docImg/raftFsm.png new file mode 100644 index 0000000000000000000000000000000000000000..2640d0e2de5c073520524d0aa389c5ba6739bb47 GIT binary patch literal 110042 zcmeFZX*`r|*grnnsDxINHEk$swlbDB+z3VXEy=zm8S5BDxyzukC5B3pJ^M1uNHxkZ zLdZHam@tfW24l?s9J-(9dH;X=n-@MGEiU&EYtnV8-nTXRt+>RPxfdGIZ9)<=?{xniNR1I#6zGJCmEJHmIUy4f zazZ3RzYp=(WEEz|CA^=-d^8tpO45j)bQYP5r@tKjK(Pqn5l$Kk`n#Q+mMd1;{7$j> z7p(~Lv7e%CH@;taIq2RV>cWuSdZh6sctjrQpEaak@QIhyAyV3bommt(Jtk3T3ny*g zdI)7B)}$W7V>=-~n*-}%(&KwisP^M@z?UwhgIkY8#*ayOzrxk%`65Jid?ZhPpvcRG zG+6SJi`d_tHG0bNJFzsPXBGse$j5kD)APux z;WZVCQQE!ECuX@3e*(L59V7m6Bqeh%E!$W7RjxH4JS%M(g}t;4v=9Z7*P;N{i2$u4;$fe1s+4Sr7~!P}15ideyg zxkZ;XqJ0(xdgQ~dZS4nA@CM)7Rap3Aks|CkFz^3{eWDSaIw5h* zv3qnvbGk&ENfm{kAD=TAf2ujX3^PN?7v_Jg&c1a%hr%fAo(&#anq-I0CP_=O;jCr1 zWPu$fge$=wea<_#hJ)sAO8sRW!g8}D1Om=B2O>+ZX29Ut!{?;L*7oxyPy3{Lr>$jcEN4p6L`#_||xl{wMjJ2pZ8-`8;yk=R7*o z`Ddq@_+rJ4TIw8JCO%D3E}hiNs5J4#vHT09cxHj6y`?Jd*m^lhhJW-_2oDAo_)iEc zdN)&C$)`Wp)veEuz~^o`UK-Z0k*;$q}xBhD}U1a9=P z@Itz8owQ@w9ewQm$P>pH}Cd~{!yqclN_h34NCp}fOYHO8|=0HGb zjcCg_bDogTDYnFP$GmVCU6e_jC!IQrq4*)01B(QCoQ7k~T_b+3N3l*lT48Me#!jbRbJd!kf{!XWu6!XzZ ztZAu~M-*4K+_T6(MPnx%A_ttH_X^z!$Yul zzQ0%x$YR<>v`FWUVQ5(9x26$jmS#-}O_=RAUF4{wD>1hOlrc$j;=jp&D|2yvGE%%N zF4eER?fGJUw_n`J9SGL6V-|8_F{_s=)nLVA_6`fH>9)Qh zjU@8|()7u}3|Nrw#`A>mlN=rBTcw^Uzy0;;I(@*eU3=*b|9BX!AxO_@uHJLmw%6q4 zM`Y@i5s%taZ?@dit>vVcxlWB}o9b;}^sc-Nx$j3irF1(yf9Tla$IpC(671U4dMzdM zEG$8`yS!a1-7&D+d{rVwq!Z2q4$efZcYyg_`_V@)!7C%cLE~K#jJEdwdOOgYG5bLp zBML^H>*=$mYtKARZ59o(iy+6TO`NqTl!AqcS~>)eK3caWtyyfW_2RHI$ATH5EH%Mv zukK$40|J2(TEw!q2D~V|AfQUP@~v+F5eIFjrVS>8fy4}bTu3rA{_fYX+*20N)7{jj zM#{*#->L6I;}5@8SvSXh@HDkIN8mj0)fLpzzou3J&RIw7vWU;cm0STh;))+lGAM5T zyHo0!;lSSTPY-vlcIFroh&L?_gN6bvBYLde#+6)K-QBGJXyZbrekN%3p8zeGMC)i%vEI!yS#gS31-rRm;swfB zg7!vmpY^2B%yT`l?}9Q`3hUk@P{;GGYfFY%d!2LzFOOIzX{P+ui=vd6kIU{+I2|BD zOi;r{;%F283g3m3I2L_?K-BF$Q#}N?jrehid!O(Qj-R?mIGs-IdL$5BP}Z!xC6>Zu z5J90nBSD|u=}XqD$5SeAxzhxy?W1KxAsglk^&=1!?vGlU-T+zP|eZ| zgA)XTby4k^wd8o3hzleGpc7L%bSt(;Rsy-;18w~j}=DM&^P0(E=+x)YvWcbD^ z#daYi!!t<#&*!trXLXNmvjiASCaiTUx;F|*^E*XpL~lIb6$+xxL`3%#zwBzgYt3xk z^ukaOslkOuqXfrZlf3dP@Q}n^q*&9MO9JA*=>P&sjk$i*;~9exr`jJt3uQ?bH8rsq zByAieGpvQEGTCS!G?d(qhE==p)SDE+34XnfNV?SJkx5QmWASbc)F^a<-zoL^u3+t# z3QoA8a&M1fH}G!u1v$E-B-=++RC zDnNd!*=ehou#};$Ga?$ZHRJ^sLP|2)`P`laO}bUY&l`G`d=JX0#bK($!HgTxjRy%4 zN48$RRhhEsWX`{6obA}B8obQ0fTGKvs(}k!RchBTgGcBKu8+$jzmw=y)s?&t7{%Sb zOfw!OJt)KtfXP(WUs%%UnO92lWB=1sN4fkGILW#X=Fm;mZr5gq_tl=VuLxgVST8Im zdLG?Ib1WJ@|J1q>LEp|vbRm$){ok(qIqGpe=oUajMVA{vw`9gMZN^}L3*~vzNSa&bchb^(HI;o2f(T_X8)1n?6Y&Z=GH=qA z{^Cxusq-Wy{z?r;l$H$}i>_QG;26@_;2fl3G4HN&V&39se(ib>p8B8$Y;ZK!-HJnh zP5aQdD=)QP2+RWHR^IloA&O633P~+(ZXt>vD)rm(JUDaA#P1%Wf@T|T`&rC%Rl-Y?z1aaYX^xatSoVp1^2J1TP+ z5=)L0(5|_6`-r{sI)NwkVWtIL=`U){0cn}%$#Nv4pgZD+_rwGUT6XZ_Z=Pc@+UrhT z){Ovn2(g5FY8t#xOI#9VY)mde(9 z(0~x0F4(>UKoqY?*CE+=fravggnd?>iqZ`vxSgl)U*7y>nojvnZ zlFbbL?ZsJu9%W(jclIr=FSb+kL<4U+L4g0HlTPqN21zs1woD{a@p;Tg>s+pW$!gL@ z&07WEUi+Z7R5^PaxWhN0KdHEN7jRrz!|;J@AUa$j)s25^d37M6qZofKXL(kNAKK|p zL$a9!;%@6GS*wq)6(E_GMZ*fG+jnD8ta8&c@ z$DzP9x-QzWf6vJ?geOsbcgx11rq(o&Mo9%@ri(Ex#2wbLgQ3$!kGSSqq3oqQJQz3> z;%7-O|GS;+l$h(&C#AxgLBPjI-G@!SOKc%-x85rnH0b|GVh#fzoJa9(AMxyKKfW~& z$^gJIXW0>(3ilh}V3C!fWS*1T?wUH}9w-&nkZb6s~*{lKH%I0i!k?oB$@0cF|7!yP@MCu8vE50k5hp z(<9!xSB;OSIy%62eY2r*B16W`@TQ-6l%UPHHJ!xr-eM0fHUlK|=l+vH&8cO!?V*Yx zB%9^p7Fqap7R#J%f&?2kVDIc8Tr`nl_H6}`$oO#y>JNPd_}4E_Vgw&~H;aXN_pOSL z#fXKvJMn}MfxP_}Fx)(<+h6WOJtgKxFL>T6=bp}uMtY7sB9BVtUuZ|n1^_AV2Mj_F zc)sDk=OeqXrnrQepGlS_6zc)ZftHKI04QpA=%Xh6m$Qo-@|pI^NECRpPzHkpD=V?2 zD{aB&M$cpTV1LwnAC%mC8?|^@|B{(lQwn;=ZSetLjM|Y$UXq!?xBF_v*SqJN#T}vB zkgn-I@qZK`!}Tc2mhdCHuc78q4?f*Q%`+77{LRoX3l~lGAvR;V>%G0*p+dxbtfLHU zF$%Xvb}15%aNSO4=(0rwmgLY1uL@3)K3#w}NeCaY65NnA+Y*ZV`g1L2CE(vVHSgz7QVy z$&Pw=PsSQ~wUKSAx-z6!I ztSQSyx6F|D)cg|FSIaXzbgtpIw(TNYGkARnZNP>Adu?$JF__c_M{|W|I_^E#o0<9` zn}IysJ^A!(u@r3D)<l=N*O_pkSY(9*bLtQa`$>$Cd6d6(|OC6 zHNGk={j&J)=SC=*=8O`LSEQrft!qR-Wg#um9NHmE$&L6gjnPQ{b|RsbJr|>$H1y8j zXa4usp?>aQo9e8;P`2lybdF=-31085V=KOSCcVNo0wiHG8#o}dGPa+vZ_ViA;z7!T z=8Ovg3)&m=2`*|rgP{{?ZVPEjZhVu~`>ESA;>N?ab{na36*V6-#JAHKW%32eu5>7& z4d+vV7lrNqqy_W;J*qQ~4xP$#p@fr%n;z|rY4DTG3ct7E$EN$O24NS`>+jQjTW}l8 zB@{u2V5d!#H6G#@La8Laatl<%B`4tE>fxwkJ z(wSS*iu9KwlsOylL@p+oMp)&%zy(s!$k2_k@9g_DUEzJgyJ+Sm^3ru2op%6xkmKxu zk4d^%`V`%t z|0*aroUq9R0!bVFA4%sV%{qWVhAVBrAoUv?P1ANr*7D}caI68`VS4J(y78KcS6+K) z&C|I?n3~U!;LClqy<3aGmnL;aL&@zHfe?-A&yW?`s~wFTI-##`xaNL`j^Mt@f{?|D zWc#AZp0_%&dzxwclUv+iyph#XO!QwgxAM`r!GUyvPKU;*0`$tbeeTM_^`rzCI+h7@$r@H4FX{Fj4-;vSpnssZ1#BDlq~$tCxJ!rIeg z{{~)jZ{|!j={%v#S~{mXH%ab^;&6s(Xqh$CRu=#X7}s4t+Fm4Xkyy4ZEoHp7p?lPWO$Vrlmb?7QLdS`3CV!;p19yP^%VLbsq>K{KGs4EjGtmJ`SdH4 zbYafH#TstY7x)$f4*iXF3c70HAL)koRCO-i6qmk?q|Pu?1Iw?_RJag6Wj{px2Z?lU zT{9%r-WMBDP{e0@G`y|ILh!IXWs}Mn5KcALnExVy2pkTfYzh(ZS?O)jxKbeMWEY$t z=MbO|9?H8Q?civs6w|t(AFR3ps(OdLB0h^Z;&fPOsHzOcp|QW9x;m%;O7?O_Wx2Of zMFTl92)~{PSy}Pu+E^LYPb7+pgwL243_09Kg9uqc_4cz<2ia@PQuk)sTTt1v#-bq| zS461xMH?I)z?6|T5hyAWQlp`%sVUquy)3;wL7=IwO$*o*Ix{n~Z5KVT$U=BgUWK`~ z=Aihob$EEV$OeIxf@Gd^Y0-7IH^HYSb&fqCzqcvE7E;wq>EFt{Lk%X26!B+G4RAuS z3RNfw2l7gc(qN&X#q3FfLzUl+xyrBxhhKD#fpC_&*2t};08VNJuf{p49^i8o{7f(wJ2)l6rJ#sU z+=FlPcj=8)G0QOx(Qk0b5_Mj0hLS6#bM!1OL7DdrCW+>v5b<-zAX*VqKe^?GT+_{L zb~<8Q`dB)>Z+?9hbkulPGC@S!!Yg}hOf;8ojs_^e2q^#;n@BS?IZmjNhbNMdXu4*? zHJ9JTBWmFS89WPlZx+{(wX+fRWMgAP_BM(;H%aS-X`RPhSm}TsY94tT)%z8yeaKnk z4F0@q^haM{GU4XjjWOnDR{gu)%W8Wyi)tfDcww5N-JFV2Ot6pQf4u+%G4b#?>vGp* z^mLr9<639x9wzINpo0{~)2rw$bAC!D>@|>6ZW(DaMcq8kZ6oGhD!U`KMV-UlN1XUa zDq|rpfT23}7USNh zsd)7~+jw=9EDn4`kb}AWSnI-^Q_sE(vkWnJc8K@Dx>cM#Isqdx{nezNS~9RbKA1w9#O%VAEP*r2#UnzcEq z!{p5Z?$sW%@#_7bhO*>I~qyG(nfp|(V#>N+l_@2%1DCti+yfcvanv^YEBfF zUAc+K2l_5 z>*!@Jgcc$lU&O$%Ss;P{oFued=~p|R(&WV+GmWAqgMXW4-Wjv{q;fw+h zUi*n+1o(Ya4zXGf^ix}zP`39r%F$4orJQpgiJEs)!~=I}l9NO%v?v$|y4PV-l;UDt z)!UL?QbId?mTi%D)8T+~xUIqDUg;c|sX@>eD1UMuI#C!9AE&_LtQgj%oF#+o$#VI;unyO>> zxlSK~lYe$XaLw7)qwKA9lQMzBwFxpW8?)5I>-CIVxr zUd@?BoJiwR3!M6CWM<%&%SXTH9gSKX$U}arMT%eMQN$0K8t@;oV^fWBt+SJpeRnUW zJ>t51;!oJyxM^7eFtl72^s<#?&Qgym!AcA${XdtZL7EiC?R-2zQER{R`me?j#1GB> z+|L`>upJ1cnpVbrtBF%lM0UqW`yttCA?Lw>ISLS@CD|`V?I?140yjuM?>3(5jZ@4_ zG_@Jl#UZ754`S8wXhS~3z2d!|m1$@?0w~2}=^Xy5uE$(tw_k1zH`qwoKQ!x^9@%}N zseGA;;YrgPMSK)&M%=<=ITS&WA!t3T!#K_Y49-5_tWlpRe(pYyG)k^Y8n_AdoC>}2 z1wbIooLuS0SYT>DWNZ?rAc}>}csbezBO~Ub#8E4+_6o|$)K5ri%|Dqn58t;~;K<7V z*gj!VpiNbPh%NJ%bG)L|r5h_ROx0a>IMzG#`KBr2apI$?nAkFzfhzR5P!RYHrH8bi z$|tsqz9;S3J_0h1BfZq~5HaXR&Ks_|Aw_&U>b1DG*sE5EXdy=>mwuyu8#DbvQd}gf z%yfAq?pVV=NzHa=>yVEpAA}$)KA&TshQupwyz7QSe>h%oRaSG|74ac)p`hE7lq7AY z`c!eaXB1jj*CuDJhF@9TKiq4$YXkB&*`}zJT=W!x9M37)ooVy7cY*+#nCc zHwna7ZNqZ75fU^U;>N+6bVv5G<0FR0L~9zSIS_N=uLJ!#}6}9Bb4pTmLb29AvkDVOIMZJ)2VyC2WFde;}8Vt z@zM(pgNU`wvs7oht31Zu^tX@;M_crz(F2d@8VbR7?=#-gqF#T8t|J=gy@pG0gt zc3Qg~W$b!i?E+TxahgwtL--MxFY`5dGO5$Jtpx;?p8W19x*|R(S1{FCY=)^|B2TQr z0rMBXxx{yrAE3wKY#%q2|BXtU8L!-Wz}E#G2yZK}5ImAx3(E0j!`+t3)`9o5cC;)8D_E~b11o`O); zB@}o;tD)wOcX>{6YRqXR7qd%{LA*a4EOrga%+$K^qgVUr90R$phyjsPpY@_jtbNzD zHmR;D;jXB$pU&+uq;FIxGFQr!TX{#Jo|y|j}|L$9Q`=mF)kF__Fh zGG34TasERwm2mT8#l7r7+=eEY-eyV9R>;|NoW->6fQsDA#aS2MPvV+;Mpr2gGB=nk z=4+lpDB`Du4G*e?4cqRT070j^#?sIkVI@m zzS_N=)t2(veka$QHb3;B&RM}hwGkSr*rLGoP7&9c z^rhd!qhtqzyr4rq4o93dqz}=aJ4k^7vhl-`-lb(k!w0HP>=91l7{-aSTHsXPGiaP@ z9p|{#M`Ogr?#%)wArU!kOKJhgWaT|23y`;`Dm<6(f!g{J1|nx6hj06>FybaKh=08L zaC!D^!+9nEK>rwR%K_w5<%bLq)GRA_LX73rB?)Dsuc9S5CamTKaGJ-bRPtU<4&dca z?9dti=~-E*kJ~2T+D=Xr}YeDf>{N`!(P0Djd_**y&Aha2@{k>&n2 zCA|ze&JGY}i+8K4^)G}ed$8MIJ*rJMa7jF(l&IY|hDCw;*#~jsv+gF%VXu|6a+0cy zrO}GZ?iqrwrP@0|Wc^Ry0dePpAAR zb5c{#GexSPhl(EFQ)r!il!gqbpO5p~Y+5Qyue7PzB*W&S^UT_53J~8_njy#Q;`2^B zmdX0LJ?VgwWA;9L8oLWw+;%ycCzM5AGT}$?CL6aN*}kgy525+7y+NVHf(&k4}WhA zX=dzRsvK+s+csirV~^WEb_C71&qEBYvgu=gR&|9jHHMd-_j;1a11~^fJy+8ljo9WLM6{xl{gC96kb)LzPoYq96|{ zQ0-@52B<2j^MmX02?_5({kh5!PMPn6*4`sBQm_HrA`L*vui6eTr0h>%CpR|(ZWL6x z$6eIiD*f?C-44;o-0)wcUqFPa+L+;VJ2al}8YA=sRR#E><|ET@Z5M`J~fO_4E55v!K7lzzJ1-4-OOlAMUveMg)0 z+>@#_oG(B7ui|^(q~w^7#*&|UEvtvuM&7E60)qn_OF<5(Kvoa-R`-?O`t)#%d|xX- zpNK#I_MVK_M#kH|+HTLvlCEiG zvy$H2cMq*coo4tVQ!C9%-fET&SX-zN%6bKpR@-;Zh#gRHv$pWc_1#`P|LGw%jPkmj z*ZM_Wm!gI8H131=&PHBmv#e8mHR5eGS$g%`i}`d#eZ(WZ4k1Agat{_u_U)z!h;fJH!;jW>$~T#J~> z%bgHsuQV^F`(ZC2XKN`f#j~DXfLs$^u$vJgCyEj`d}@t0c{s9FhhRyv!T2ekOpMv5 zRg(C6EtGs^r{nBwpT4GW7#}|t|7<*Vpu#xCW#GNwm2t9}0fpb;Y4F9P=pBs=xakw+ zHAu~PX7x-;noA#w3#pBL&F?#1kpU&=>K!pAZ8#Ib7SHo*Ijb$nL7Dtm0IsNZyTNh@=0j! zc_7eWT;e&Q9v@Q@P6G1&pB&S^(>eEnhF9y5KeUl^rE?e+7}Kw>-j`M^j?81F@V}If za5CFLeTXW?fgRX^u&wg8?pqa8UIwxBFxHO_8caFZ#zQ9a3dg}%07lFq%bhU@0#E)! z`InD(G#X)-BGmWUVaKQa%tSfg_O4nb=@6KkZ>amqPGVBVcW>_9V2-{&2=k(khLG8 z)K~|y2aq7;BxTaZG!;i8He~QC!<8z)q2Pn@k=T%vgfg|q0zF3yK-zFR@IWNX9wcN> zXGZ}AY7NJ88x4W7*&|x!_O-R*X&?gM!b}~G2=G>)1g{2Fh4})S(_k{^#OlNPw(LpX zUm$o(=P1QCq4{th05P_4c|cUW?f``JLq7x*BV770d-{WkEx2Z=yl4Tl+tY8-v$DSz z@9^xin3F7Dq**%iQtm^@`HKBD6$b%|pd@s!=x*5yv<0t5gvt1EW=d`nNxMHE{&0=q)qN#xLdd*P4!0t#6Zg7V39G*2wHw|qYY0Md# zKD^W%49|vq?P+;IAS&+>nw~M^mY%kncf+bin|NA^w^?`lLK5GBxpiy!ve?JG8OOs8m}9qeweBMGPcnBn!$#iP#kb#2GS-$2O;&M5X-P@~~g8x--h zBd8eP8Lss=#{D2h-M*t27Qg4`VjaieLxV~MO2?IEK|~QpQ`9GJ{zva zBAj(xtpl;^J^MX}47ioyb-0W-x9!wxHL0}&`5f^xi*`@Hd)OBqM+Ve6h&63_H_tp$ z60!hnc9n6G;NhiDIp~xwSNm6wAH``#k_4QoyN#N@m-0qpB#O{n zb6h)pW`j$nM!!HAGE%ukn$NiN0oiiay^FPTJnlS%Lm_;8UA%3?{{x_V4?3?~8F*Ni z2bsk>hoI*BH>+=_w_KKG&ao`rH^)127 zNhL|0hTP$I&^PBkM*>c2`ZY?TyderwgAR?ehJfn>KaFCs!M-ZR=|AU_qnb?|9ZByl zWgRWMzxZ0Q$M{0(p}}kk<^@4cEQuPBAr~5FN&}wvpmT<>bG;U5vUVR-h5e3Ix{Nyj zzUp6R3*r+1zpB2wDgKq}jF}F3q~&ah3~V||0z3Ce{t&i0erBfOBOo$6=S()cDaaO| z1P7e=Ly)e@hN#oSs z6C0hY`TCbTq2z;6B^>}+_O-MxEiW6LIU`w7d*3s~1*Uw#@$bR;+Tq+YG6#%@EY8>r z!*Z5hjkW*}S7F?uztfO~hnmQKXwTWXym~9$=jb^zdx%~BGKbLkW9>z*Igzu(4@jfM zGT~3(Ks#!mz5x8w*!O0^IBq6HNlayc&FJ*0)~x#s`4z^;F{nTb0cDg9L<9GS@ByB> z=F@72s2dUTzkcD$wh{Q1QV?!(KExMXg4EX!DI5os>m?>1Kmw`BLj!LaX}|6TFqLBHSjt4 zMup}4U1t-BhN`K7ypc2-&~I69!#b(|Di;5%DAx+exjvuQFmQo`c9Q3RS}#hS#Bbr# zU72hmYQ7!Vk92kF1+a<6siG0WY%zDEM0DV76#wCHdhT{cmd|bUkxT6)sXZQ`&cWXs z4@j8IJt+r$GjIl=IS6FAUn#NMMv{HJmvx5fbjs7s3>YfXl$F!tt$x`?4SBabC`p~d zyATz3cmIKsD@I%XRm|*=Dcp_T*(geTGx+4D2t?jHkoZafqLz+E?`r!c-w6)Yx`SW9 z)WA_>y^ljtCEk1dGw(HjD0e~(o)v;jY!}o#NH8-nV*FEh^UOd+aLIik2+p}i^@a?g zEETW@mr(QbuC%z*&0UIk>N23Hj*fdeTk5&NkVb6Q488ZWIp98NmZvIGldlUisK3Y%vkd6_` z4#qxw%{6|A`0JWIPb6S4+AQg4R`+zkWFoAEAzI94WPv; zIsh!Z6BG+dI#P|MEkJ=wv|;c< z1yxuW$d4o$CHtl;K2WXzyjU({tMDP->ng-9?`G9CqozSTlHCp>V4NGvOm^0YfIys0 zZaFQRNp{&RkuX&8lewUfPzBYd@OSwY5fRGx;49>YZsirxV0Lmv}QLE=G>^c8VDF5#?q2ExDf^o1MQ>t5BzIiF;nFyC8Wmbp6N>i zOK$9D2SUbug25%+p!R`<*ht%M3$k>}7`F&!Vv(0jihbpX(D&n*C z{AXaM(?6C<%5}_wTp{hE#m3t|<9<2-#9OM7^OK~@+T*qazgMw`W@;dedT#_s=8C%1 zoinSy6ng71iOk-3&@1p*dhx}jEXNbuMg%T@==M}HTNL-N2s^a#D?2VUFm&*o-5g+g zADj@$1^qxsjXyY0?#VSq*G=AK0gf%WCc=6^IpY2tAP*eX>-E$CCfn;XE86zT=_C`< zjw+qgljStAgTA#fPLeeWo9(uyTg8m}wO+BRrn(&hdyKqshUW-~xqPD~Vd1Li8MRh_ zP+ozpv%#h53=wlQo1OSf;F#j*i`_h22f7pz@0*w-w6X-og}BB~^Zsj>9Q*In<7bEc zoW6VRu+%y9Y3E^9-Er-dkFowYR!UzVKUT1xTYL|}a|i1DtwZ|`I7jX_BWatC!stJX z!a^sOTI(|t^fY^n>hiVh5mWa+1Z4$0ooab$Q!DkZw$!GGc)dG_QeT|Ib=TCZKQvd~ zH-zhBeuR#BiRWB{@450Qp${dK7wyfpP4BNO@D}JeS+@AAUA=K172sRulCU9i03vDD zG$D!^=em1Hr&%x~U~pF>v0-J^HExGoKNd|N?)oq#{nHtM!*XGfHt*+C z`Jv837nHV-jIqMsyms9-a`li7EPtxGjhePgE49tF%Jk|HX0iCj7ox1^NhmBI0}H(H zh;tDJTdsXL$>#bi)(MbXAX6~jhd4m>XqhPFl8Rq>tWuV zJvDH*Y~Sukbb#E`x0d-+j|<^Fe=4O{H-^&}GpDwXU>5otEsmF+AGe~U7UpU}X64Hr zZ6JmDgr{`Fh$VlQ@AQKOQ=-SqDy|tt?Y#6O4bHkpEdSI>^j*@>|KKNC2~oH@sJx3f4Ubya4UeKqb?ABC{~jEC$<9n6f|;VeEBMhocb z?*{!P6ENoX-{g3hTqOzPJv*qT4294}nZsM{D~-_9=pxBieao&rUals;QkIp(Z+6?7 zFXu}=<#VU63=Ivzo_rg4k@paJ$M${Jta*2Oo41bfKeciHiewfFuUYS3bw99{By{T6 zK=}o5=WOf$0`MvgoZYR&Z{8hnbGhai&xGnn_Dv<2tvSx!w#Q~8Cx19MpMCl`4RExW zebxA5JnD&F_bkudTlE+y6PrW0!W;grm-GvrJ$}4Q*_y^k&#yaup_%dGIWd>lfj{IU zI4!q@VR_4LlT%(A@~s!TPwuytIqrAh`DgQG-u)Lep1u`LFKPh!ewwSR-pOepaf#!( z1yg5FcZOyk?|hT*S1CKq)&eVOv(L?E6il@pzvppCXYp~En7RGSiY^RyWmj$@8{u~V zBKG_7g|9jJ*yFp8l^6|o8GUCX??E5ShC~i`cUQ*dXF_#4=JP}I|IIjgJod3I(<-I) z=f`X2Y&+EzBdo2Kw`-x-6Tz>w{b8sZRT~p_&*URZ>p{!I$MX+mdX3Cd6xzxI#b>~ze^o^w3mIVsL0;` z>tU?Y#cQ{+)_&%iG8=n?0_}%ytq6ZDjNzcT&5v#;pn9qWpEEv8)$Mvn($1e^0^S*1 zrdaD3zD=1>JMe6%YLTe-YU&~)9k%u-oBZGb7wN*W)2~5~ql81<{mCB@*OwoO6JPpU zMR6%~kvFUMVC2Z>&#$F#5bvx_lzFWe3qFtCRdSGT>MXLYZaZ!RA)XBllj5s{@>emL3SQRUf=kH2bPKYvE` z0SS^!k!U8MD>ujBL=#V3@aV&xG#`ca89G9Kt6LB(#b4KayAr1Q!AMYcegpsjvs4Tm zWnUT)AiTRJ0$eKIVCHSe78z}fNovodxo>X+cN4=*nfO!r!W+K_U+mgGGK3(-Zb}RM zxRt^4@K$_>=LdMcd1%Rcj^8ah``4uwKo-1Yy-zvdzXbuNOtg7WrVwqO>{m?%Ufg zfL=N?=C^|d-STRR;5r(Xwn>a|22{YGnqH5vGFM9ynP=ALM=0`s)(r2BpFainy>Y^+ zZ>Zc=6l=A-S^=*EJ;0>eW2Yly#3RmEW(~G`o6%554TX7;m~c|m|Evvl@Ofe@wd2Jn znyV7?Rocur#usH$8h}wzzrCPR*&pXIvm7P9{+i}3aIg_{-n{I0r2q8nRZ(0^?c;=_ z&CkUEA$y9YIgR(>>#m?7DCsukJ)Y=s;!U3qj21q2yL@9!6$8qCH6bIqQhp_k`xQ|KP| z$Hs0{_9Nd{l0b*-3Xw-KUe>lsrjitH6vQwxLT%WOFo*wBD2VgFX-0>i^S|m-I;FQ> zY}p+I(|zZZ^p)7=t*pW9y%6BwmA`#?Ciwe{Q}dwlY62$t<$Q%}+pDDxoGXj17)JMc z#S`iH`~MCYouBFMnxOoVNW+1S4K$)R?#Wpo_-wBJ{g>|Q*`#YxG6KTg9zor9?b`KQ zt$uW09^%jQOLq+qj?ylZ7=L@DLEGE*R&RMF3_37EvF8i0W%qyK%f1-&i|#7ia*^LE zkykOk(607egSfe9jW03dAXtanDwgtB+>nc51E!ksR};{IRjScEzF#RE6G& z9^Fx$Q#t>c4<-`C640a_kUcBF;PGoq(3B6g8Asl{N*z|MkBGT5j`LlLxxpLfu-e`maLj z6KP?L z=0O^3suqnt`-%ryfTe+sudUCI$5+QrDuulr`#{26jh5C^JpF|js4SH4bKe&i_4bdY z#|#_XwSA)IH%x`;eS!WYk;KKpeT+QT)TbLu*AI@C0N)5y>3{ck5*SD;b-?AJqY|?r zKXVG>`g%Wbd$%bMb)zZ?^k3xG!mv@0iZ7v0-R7;MmJvFc7TpgDf(B-iPB)QW(U_Yo zHD_@Z3Ez(|h_zWwSNMLRMW)$%xt50u?o&Pi_w9AnwG`_fYB)2EUEy>m!2tSO0A_Qn zJVCR{0`um32Tl}All{9z$d6rDPb!yl8yGXz&nm&b1+_KaJ((Se5#INUBiOpD%V`y1 z&Y+ibzAkV&obnX9Jri7{UwIwHXE5WO`k@%3GC=HUk-4ss=d0x ztWPTfEX=@Kv9SB2U$tp%sIqVd@NjK)CPauSqy?@PA9b(%Rhz1Euu9adfECumy0$|OQN@Sx4Z zF=w5aMbS*tU8Vsw)?*!gJ0+C$DylzJiVUZ`4L9rE<}m%Z8`)SoFN9Cs?mtx`x!jcfV>ql|~2B8ACxKJq=6! zy;#*Pn~HbeKHXcA07}#6m_rOK)rIDJj$>0BTRp*G)a+|lkEHjVIQ5XkrG%*~FJC;x z8Pk?JxO95^dDuCg4R#@Os#U2S1+FTM!I05<0E{}4yNqG7PpfKODw7(a3LEzfcN}X}7Dg`R~&mo=Xw9p6e10edHtMvUW zF$WWrS&8&XGtgYlw8e(k(ykrIzH{r=u?=vOBV&l2kC(hzApaO=TOGg{V!X+^mbH<8 zz)ahZ#&q}}nV-0JRsH62)r;(i5=Et+_#LLeul7(w8~v!%bxM60ZPUVyZXdD(|KXq( zF;`mI|7_(fj)KN37W&`PV5;h?SH(a z!b4D1=QU>;e7}KXTNhab(e0HKj(i~+Jwfk%weLX!&qLV4Y;&wU_NB^$<}{F7G>fk^ za^GW)X4heG2Vrj0@2~Z-XPDFgO9!6y$Hm1D_}jABk1oyR!{ENcB*x!MlVJT4$IGnD zk!HtNhHkm~(e33GK%i-Jhii`D&R35mJJqPuhU-Cvn+$*pG06AHkzjB`lFYdYU5l7^ za$5NuN1RcsL5JVkSeM7XDeyWb&!dIRLd>qj1{mI^ysY9h5pX_{{+>_sBL-VlQ+be< z+?NzcL7y6}4#OCou6kVTQ05H3#`QZ!!uT-(70TvHwe-J^*0y55Fjg>}{^)X|vn%0#vw zo!ZqtOI^QWv%>8644mc@mG&CK!mFT5Fmjl=?&gVQg@I+xQI!GZxT5`G!r)8+@5S4}s(K|i^nVj3 za0AR+r?cmIu!MggmifI>oupJ`c{DA)S_K}q4m2eBTc`5dB=UqaFH@XtSFJ2d6W%V* zba`zQAJ~*&Dt17&m{Rqaq>_>R8W^^;jLI1VN7xMKI@rGV^QRi$!)M7+2!Vcr=Rb#1 z;gs(O1R^Z@gg1_-co4Nf%If>0lJV(`iO|H@!o}OW>fN56V6ervg@OFFBJMC}8D;BB16(}A?XCJz;q}9d7Gz51+^=p9D1Km0LEG<=xFHsVuf;Sn-MkZaC0R0H3-xg*yX$$ zlqL_~IfW91EJ0aS{$KCtLyahtf-`ea?s>JNomTX?e4c)G;0jE7>&I}~7T{6dsw#=% z$BxEo%%4Gcvk3s7AwwrS9Pm~B! z&V8D6oDvL@SIr#~`YS*AD=hx8g9fLVh9tRIaI1P8K22XcZJ0%A%AQ(|;}&by)C$k~ z;-XKob=>m8RF7SdT>pL_#oK>p0&0x+fW{0|6(BA$caM7R5WouIZ!K;!a$w2CuF88rkI>H)sthNAdw4?0-b+Ul+$?x{tZ7v)=y=K{Rb_2XhMq zQD9(_hgpHm1exUKT@T=)V$OOg<0~H)7v>cF>STb_B|Y#o6544Aq8| z1^#yjVN_qBWQAZcE;2T4?flG$2{>csApn_xjkGfIG2aKgMyeRu?k)wgIK(PQE1!dU zURS}u90siLVm27ZAU6dKsRA`wcIMsqZ;Fj8S%T=~(cZQ$PA6M0029M)9n`30kV9H4 zp1m}FMvfn?{wk{B6Q1Ij_(85yNBxyq>`QPuM}mWYR1O08+a|S2T$|Z%ykfN3E9$&Y1$*De+*7cV<61!5={msi zU_=b)u6O|z>M|erYgFoEV}ifxXmOvn(t}VIcxK*@%B2XrfiB(cA-0W?wGe-@1`36| zeGwD)-h?q~tjko$>NbACbEd5EHz0N0LG5iXFeFTF?c*D`E-{f{Ydr{~2H5#7)-fK^ zO(%&V-GdZZt^!)@Gg{8`@5TlTn+`lxl09D6=bR6dmE*a-?n`-se(7!XlGATB5O(TY zmsNJ3djUFfS0PHX_wE#P7}U;DmVDC<06i~A&hXqv-@rts0Lb3?-8bNUtBl`Dudc3h z1hiW>Cb6Hz1a>0a(KV2n4ALr;)!!w5u!$S=f6G(>5}u$vWpoUB1B1mUawC)MspYoV z5sR#Jcgs?Si@CPeH))m2?o){Kd4Zulbl!7{20?a!0J!PBH{(62oFEWl`J>vRH**sN z5W#lUOJ$q!Rt14v7302;byBWl<9$oeATB)bpU0PX#yfsJL0WfSRB+gtfguk~@m|xh zG~mT%!G%8}@o_2+L3*WsjZ9B*u;J!8?IXDw&7N8=^bh3uQE#Fj~o)6&qvN5Dd*#9IaErQM~AFr~Z4rjua{`I!wQE{9P`H`s2J{nOB z|CcKnMDy)+t(2N)M*Ea^&(%Ho>MkXEez;vG*=00M#-I|)kjQSku@0j?JM?;#rxpRi zGas)me8rRh1F{`_)!!YVX)TFgAio!gJ%0E5T=gT^5;(#!KPsPn{L)6w5#=puJn_Y4 z!AZT8p1F6Fkt-za<#lA&=2^Rh!DtY4JD&3(K+DlD9k$I1R-d){>~ME+q!Tr)RIKUf z+O2~}l=Yx9xBnwCH7c3zBgk!xZ@6Y|ZvTAjnUk>Kf*+MOAdMBIE5^C5$7{yqDXWE9 zdv$C)e;7nS6g+04&=H5 z+s+NX`|{-8U9FB}vFa=$D&!(_pJ`sQvXo0N;#p0P9Z*&*o#Rz&osuUX%?AcoC~@*Wf$^0eC%* zT}2B9ik$)rv4{O(7z16(L9DahR8&A>f_<$jK~JlC!t2n>Qu)Qz3fqlJ!#!1`RetNS z`9RrP#Nr65gCrLBPeqXjN_%;aATKZ`AWx=wi_ z${2xVh1nWV-GQkL2(!Wt!&rGG^?rs^Os@;cp}cY`j1_sfdQ5I*#GX zFKqldl?t$BD9LuG^D=55k)EVjPfsJ-N1m9VZc~J$R=?w`vSANQU+4*+VTL2m=3ucq zj0dkCtf--hkM_;s_U2%5-?>c(VYN#*Ix;unRV3Bh~Hqu0hjH&QgND=#Tf z-aih1(SywP&}uFD!76GgVKL-Bhu*#^324Rz+z#CBSMs<5CZLJuP5jB zHsa~hn_(r_d8-G|lUmtLa>wsNNf#=|bvu5iL$E_dzT<5&A*=uBC)7obKV1IH=tE%jR=u#ft?{ER9-D%G;HzHNDcbPGg|C0-&} z@Vbwn-QaixrEocjh=!(DdCz#&A<6`PG6|Ip=VQ2?X8%qEVeJ!g z%m|?s&@yQhEy*5~cC2HO2TqJejuj%EL5CD_TZUIu^n~wRqnI2BiOP^DIK0jXfmO7u zmaJro$+rC7vZ_M~^Eav}MBY}ktl-+hy>f@+7Z4i~yzUmpIG)nZQ8<1S=~f;mUVvmk zFS5h+(vjuJd9#ki?|H=Psw$_!p)pN7R()t%lEO9uDrue>t6L-{vw}*Y%=9gItqdG< zjWD6nTDz)DSt&0a3QDZJZA`t!b%!pmsR-0Ck@LnNnpy&UO|w>VBD= zOCxGJ8V%LC&xh*m6Y9{}MlwXJ(dc>yb)NH|>&CIVpX2f`gv*=(%=l{!=H1WBZM86D z`iIMK4zSmF{%!|w6+WD|s)ito3yDNx(23;Fe%4N(?@ z9MkztEaVhTa})w~ekN-~-7Sp>Vuf*k@Ma{GiAWQ!c1D}i3!$P(@P8> zRk%1(0FKbt&Ib&yt1Wb?MYSHxo3I|Icpt~(M$Yuf?%-gCIwIXP+e$|@KMj9OJZEyZ zVQVa^sB7z$frh|21#&*HJSDi^sQl$95(gQLE2_4aujTERkBU$Z){bvx@VPBRr#QyB zRueD8>t50@wLy0GA%}(?4{~!x`ANAK(9a8)TVY64Mr+sla#~kOD`?U`X5>NK*lKv` z-LO;eBf7ijOp2VegwW>WM>hGH#shN_CZmb>3zk@{l+6+Y^)PzKT-#<{dp62TXH(71RLTCaae9;d{n}D|qPH7b z1Z8uTZlV-9?(T44KOAoXGS;w;LM#KxU9$lR5RwR|w7R;^C}vXaReOHn9x-0AYCC?< z;%*2(jX)D(LvxJpb2N{7Rl`!?BlL35tSjKC8ChGs{US>_I2uneUuKJASmtlf!M$qC z;XJv)o0V?I2NNjH>DX&A{O(lkU~50NbGGrB0Y|K5o%!3e+4{SVVLC8tU`Ml3(mUow)E6+Jc>^~uI(4?6FUc7=Quj(Fz+)ST|KgJ_fPz}P6ilWo|K zN`OQcR+l4ov9%GBSbo>h&{nTu%H`1Dy&{0*4!Hoz$f_rBvQw!0TJdx#b`d<8&%`Ac z@MWe;-FaP;3Bp@@hoqIqfU9jvFa-snLA`eqSliJ`g)6r$M&JQ9g7Lkybj6@<^$}} zl5d_DBK0E@*#w_x^i%n}kIu`ez3|XCkI7@-v4Gcp`+cn0Kx8KKV^VrIOvp~;mx=h8 zUH1IX)|rUGP&l646(_E(D1_I4Fd*rb5?9M*(XM@DuNRmAGl-7CQC3zNyiw!?hHEg9 zG$c0QO`i1T4f*f-m^@r^P8d8zDcoA7B)oT~JvnE5HP6tgWc!aYHN_1srmbkfu@luQ zup5nNrk2@u0UJ-+((kMYHUKRqo)dYnYzg8al`7&^hczsDZ_b-w|U^T zU!6T^u?Go0E}SSFz5}It3mo%4bM_*m&)Bp5d~K#%-Zuva31tn5;#V5_S~t(Nkz1zS z5Xl@D_m(iN+Y81Fgu#}aJ8dGIcc(=%LN0aaU9F@X_yT(@{iVhsXWo^4C!^p(5=oxL z%vL+KoOyY9d5pa<6EI;ut)CNG zBD)mP;}wZSI#>E`ByL*8kjD0BqmhhulvXb zS+L$9%v%LUQy6Rsu{=^atlOmd4kWHC9cFBC)w03fEImfw7L*SWODMlZ!y^D2)%7u; zJ&Lzcgm*_xft%-=%T0z8KS}s=uI?OH+)ENL!EQUcby)jHO4!}+UM-%d3Quoe)b%U9 z0aIakqh|-Dr%g#h?#lwt#ir5uxxl<*{4Q>xC~|E?7lCDIospRKq|Vo?h4+x18HBi5 z?1h{cV7c=~bcF6S9)9iZ*@-KJ=zzp1r(}q5(=7}jMQ|iRd|Hm>>II+=trob?i`!Ld z)Jx`bl27P(`ibW2hXIXY@F`!zsyHIw)I`I;60;|;m!^R&a>d)caPekm&sd>DJQYP? z%tanUR-v8qjRTSTap$GZXjiLCk7*F9nl%Q}71*q3AsHGX}n((ZX7#U%Dyy_jxV&j3{y$Cy<2qLik`<;2mq9YPF|CI zJK$80&1@owdw0*F3*EcGs=c{>Rv57By4wd|Nl8F@(p%)G~K^)J@7Ri)}6g)dNFBw63+Q%RL@VmMD!~Rzqo%|-$Yv%YryLtM7?Df%z)pPMH zH1)A22#gut!lGCIXu6EFTb`k~4qWdLavsb4@ts{i1?jEUhL;fLoGq#C)u57x}D(?>Wt z4T=Alb=TyM?gNnR||=M-3?l#q;$lC;2n?RR9e! ztM5hshZrRVVO8%zi^_KTRG3iyMsvaqJNu^6J<;_3zdQ8>or#=xUSqnKFjxn|Ef_te z-^BYw37ZVuw$F_q7Wh*8&K|rU1$d7rD;wuWf>nYi^Yl;iH*)7?l7xx^94go5WtS`J zL|kv6nCa_&0UK$duSRT?^4wLX_1n>Dpg42fMm1+%P!r#GBgpBNt|D(9|B)5Zw&X%3 zi1t@pp!iC6=#F0=W+*#&%9h^N(;|JWoupoknvq)_W3{s0WO3I)$6Wl$RZ1A>X%^QA zb#>;&XN)%EHAKT6{k186HlT!BL*^S&pg{^-s)u|?Z*qRWrTcaP#j{Rf$~o@hu^OBa z?=YxifMuA0cu?QP7(p{YBo5u(83@bsc+NN;Oc@bl(yvB+;*5xy&cou8#T}b#*>{Qy zN>;MXHTtVN7ENYGJ{CFhKlJ7}I-U*|U;^_nO~+)vwAxzE8&c3O?87JOme?RA4dP&r z;b9C7@wUvG?LCnTuGnVW?i`Q<`>;ZuY!)|={qSgV1lyXnVLt<~b z7~;=hWsXXvYvRuc6LkY4Sm6O9YDvouT?l+FId7| zpI7I{OxKB5V8|K!V$&kh43tPQj;Hz!X5pJ!5pp{^vaZfm2*cZPg0$XF(X}H8F<%_% z`0mx^Sl&(k^wB>Ww87Vkw!P^BbBJJgsm2WBeh*AznFWPHgny-Xtf=$y2Fi-0Cwtx= z&Uj$>(N&wf$l z`&FM|nn<`)wI4n4q>B&eO~PP;hQ5O~P@9p$`@Zf+4G$zfj$Rz{CF8={cPeiHbjNqo zjIsGKylYjD`JEhen5*>v9A+Cqq?>CSKHf$*Q);hTlDWnS0k{V$?5VB8i462NbLT@` z`Kd|oy|TnJ^~DYXYG(`jQT9CX`n^i4pfH{7ktJFfg@q*2?dP*Gv)pSb{qMT2f%xv~ zbJY7ID{AbR+@Dr!@q?-CGh5oZUA*U^h$PV-?I*_ts?y>=pM+uR3K;)jrSb4M&x-LQ zSewpD8whxZfcC5EocUrp;_xxl!m+l1v>WREC|}(CpX16#XVlJ)Z&1;Zk5Y0FbHUmT zMXyvyC<${G`hBK`VHEFWQlS?&f}IGn&q58fyhV@KGe21Xk2Qs%kcCoBOH0@3;IfUG*3)P+%BZnc1k7-)n3L+V=y};6bGm`NEh(`?2xhp&bSr3dF`%IDTgP9j1Q@vqr_Vb7hV#1)PDr7_p5rq3Dm0x z^wLX_RjJEe`Wkg9ag5>iHd+{>_C!l9&&!AEGXZ4$ts-^aG-6TWUPb$(?EJSar)h=p z<;JiY<0kP9;QBCU*_ZNH{EuD7HuAHVj%wA+U>T>5vE!b%P_VR-)OQM-A;K~*;g}in za!^TUE9H7S(~<3p$xqeW%y>*Vaga;vyUnuyuxKN{*+nFy%(<^F^e|=PbMgkLAIFJD zY#4G3E`#pCUP!k(c#4@##cI6Ey!a@&qYut+%huVj4(p87s|9`IH?Nx~s?}j@T-VAt zhE%0*-xTqVlWM6{BlnSvvk&b#QjnoUI*KgK%0C16?T!}d);P;?Pfu&19hw^dDW0L9 zlRP_MbXi<93RN*sS7r@d0r2*Ay$9c?5n-eK%B^J&P}Uu1wyfJ0lASu0Z$A$$){uy} zvak|r2-_`WFLeLXPx@VWhW7UqHScibKo}+Lpm@gJ@FTjk*ehl2;Tp|=Z_XU7o`%v@ z;}LTfGG?=Yg7!A$T=G2EF354fRLIFA2wqPD34Nw>yh}AG>m*XvocXHA zDFT#6GRG!fwht&e@+n|3>3Q90I{1@9^&GSk`AEm2!Gb|Ta3_q2$c*8dRM=nIwp?3Q@nZ%Ak9+Z3FYPJ7Ql!fSBssaVeouy{f0QFgdy#I> z1_(|A6rAYAMmijkb!J3>9cN_GWHx93SVStWL~ZuMr4C&})yo}XuQnmg6g^^ya5sID zzE{#+2d=X@%u~i*F1u6g&ch`16|tcNaK-lR^Dw_gv~An`j3)jP7Jno^a(Da+Kbo%O zusXB-UI4%PVJRSwC~dNzNc0OJ3DNTo}H=DzX{#;Qhb?se?Qiyv}xRVY~@(QBIAzbkgk%0)cH8 zGVm_4T{C5|&p~?eXd4LP*Z7L<%#zZ>VM1FCQkJm^yIbWQi<2LdbJYh1m^?z!rOzYy zyNf$}?R2AGR@{RZwu<^AlVhEBuSIt50@YBX6#lqee8aIWD& z@vE6U6Cgp( zVPBv;_MT?gc*wS@Idix^CDH;ThmMbT&?m zrY#MdX0?@ZUU|m5wB;7V17A06ogJ>}DxHG~3GabU9Swr^T}f%!!CevcLToH{H(df& zjIjJi>!0P!^J^0m13bPvd)Awu3ukIi)_Gy|?30ePhzCX_-nxA#9*>!bxW3_Tr?b*i z@4E0Rr%$RyeSp`-L_4&EUxr+^ASb$cMLU9vA}svytt4Frp9)O#-^dKN*@vr$l-ADHuTwlT3te$D%$~-idQ=YUtlu*ySL0#e0&GJ=tk+PIu_Y> z)dC930dp1fxY(TBO8Lau>m`{DC9C0A>87(N!_UG!b8WQu33qwj72uehc_PxSIN%Ar zOn1#hau$@hrxX^{CJ-*dYq_+Wx0wM#=UuS;RdGPyoeu;8E<|PpwLD-cYAId8UPM-L zTWB~_SZb)U?eFOG?syda;@(d_D1#WLDIN_+tHF@ldd>GqV8)4Y${lecB?fSs?E*?# z8z>)fRSfVI!T>Mf06fBA*Izh0*D1jAi}1_R`hfaSd?tA(^^HLro?!6-B)P1SQ6dl694U_2!DHI#^yxQ-x&WN2J{O)`V|wNN4&uLx`P>0< zp0{QimK{h~U`^ye>?+;_Veo!SAlna7hwhCZZtY)6f)FsL*}nXHp=)|qVI{tCOQs0# z_F0@4FUX)Q0i;uM^&pn=o%`@#(lES74pOS{(RWlZK=B2i42m0#=*NQe;s;=moWPLD z%(y|MZ+QJ-hU1S2xv!AkTLG1ByxTJeLL z|CHOIB5V0Cu?kNJLW97<=Mi`DAaZ*qcyE~ily|mT*6crD@7zLVhhCMvjIvS6cpQU3qrkoY{m3%BcVy}Sc8c+FMI!puQ?9_tJl zmjPannVad5Tts`O=De1=k3gw4YZw8K>n?*N4_{6EAI z0f~d1F8zkc*uml;W-DATrF#bdRvr?44ORGA-UZIsvu^1D>;GYtG(`fek_%b^{R@Gs zgf=<~y_lS+=8q$QmsI;dj!N)Ja2U{D;cMUVDl;S3KuKLHH+#M)@zWd=P++QX9ZNol9 zNl&8_C2)5KE|3l>9@3Of$sVN$X!*}$U^w(*63G=9>nX~?VYC2Z-8Dh8bP{adoTg(X z@+>tdc4`B~0`=HGx?6Jsqz#Z=l&@h2*on;EH+{{M=EUWc1I~r-xe6`FW&Kr&^qX-i zt1-eF?8!5bLV%hr3mf-#D0sO@V}vC_m0IcKC=J9Z{^w}$Bi%0CJ>e6053brex0cLT ztPPa(Ve%o-Kz=-grDy6tfBc-q-lem#r}^YPSTI}b3qltn`23}Sv{@-|tjwSAB(xsb z1{QmW_jUOGhF@PeIxam$c%xn9x9=Sg{D53D4yv^~HY!3TBR~WFn$fpG&x>z&JqO4# z^ZjEbq}p@l8HFk2B!5*)z|2!0Ae>ZHQV2F!(xc{QDCh1JD+8WK;s4}3>BvftMXWts zZ|&6)qtm_!;#B4${gq>8|252P*%45^R(}vKhV1K{&y=7WWw@$Mn`KS;)nul>suAz6@$<6RzC)nC7{({ zbOMOr{yr-sP(BvFq5=2j2V*&xAjRh7X+}KMgEx3abGHByr|Ee4E8A$SuJW1oo_WPZn?*cOEKyxjD+o2mI=m7m#0g)3FPm^AK zNhUqb^3OZgpF?a&H8pm0u$%{3KA27_IP!eO*k2?f`-?z_m%jbGZuo#J0N|c9Mkjnu z8Zz)!vzcAPGD5rlmgKwFA#dPyeJ!AC|D(KAiE&F&{1=eOf;$j-@4)3m2{&{ML3IqE zghN{Yt{kkNYPz2RpELvMASs+^qGDcr=Y(%Oq)(EE-Xpx8LFQxgKO4+?8SZJ^+1Q?Y zu)&uB?4dPlGAfoit8%DaMYS(sr(Rduxi0-^d7+}Y@OkUsPI%ykGTGGG6<3!Qoh>{$+S zfrshgUJi76!H(8HgL)7h4c=<*nIqG~ z(2g}4A(-0|?BVb*0G@mT|A6QJEf8ZR(B%(0JLxExy%&LM(4M6f&M}M}-GOBP^n7?| zjbm$s&HwbD^|Wb7gBF+Z3T+6EQa};E%~%Rm-V?}oQ~jZ}{%?Q5eLQ>q9`A7C>ZjG4 zKoC;JU%06ue3tFeE-cszBtD+#fN=W!FP=k+L8G79M9k0wB7{Ke>No*4L#WQYz99+f z=s@s34gY#jY;L%=#NwZ=-h-aU`+kL>Doh+M?68go1gp!+|9(h@+Nt4s5vvcMhk#iM zK<*#Z?w)%AxaO)LEE0z*N3MtNQ}*Z~P2!JzGN(dpjOCF9fvui`j#nha!IYeSeO(ps z9@aoMHxdkR{|h<)r(1DBAd10!g<$`{{htRP3|O>5sQ!9=4ZuQb2x6q87oUPmHGoV- zK;8ZW+*LL4Z|Nu~1QQ02Ld&}f^a+%zxlVY4tP)7V{HqnEH3cDu8FlLnB*hRgb)y<7 zKa~0OFBf3m*wxD9{N7PoibJ?%s4)9qV4OQh6Hi7*aeDs}V6Z|4wFu$^6||nbFK_^? zMF3#_SLx7_BHf-2G~T1!B7@#lyH)2G#Z0iTdnfuV9>}Id=iea)cM(YQ3;#7{3|#sg(&~~0CA=v zwM^e!N0ik&d%_-mMI++0?NlmOk4|v;1kUdlIb)5~H3zZv6e2fn1dRvCU;1ElkD!SW zH>0JsKOdeQU__}zEA>q8k(P{7i?6GmX+N{o<54{tQippDCG$6ZS!4&k1*ehRrM?!7 z_S~Ok!e(YwRU>Xs#Qr~}QEiZ@R? zs{G;ut7So;j(OTWfnsg-P1Fm5my&-Eui0)%JmT+X6bGj~qH4BvOn z3>!!@DXy?S3sIlv>GdQf@TpNLzj((gB287=C+%;M*2u5MpxmcI<=7{k#22ng2lW;q^*Q3 zUX0JqVYM`Is|J7gk;Q*|{r|b%*wJS;v5g zLpZBt-u?823l?cbmnsSZFl}FmVwzO^0<}vJuA9HkNPqTsz{(kmsACTdi#i5U*~lp{ z(qyq?1)!bp)0-))g=cs8Q>Jq5g9=@CXkfpiY=#AR?H+J1uEiZJJon2?x83>R4=c*t zwCiS7T+ybb#=p)?;Pn&c@ITKp#tUS=Ijc-T)$($|PcvR}S5(Jb=_EwBeRqkG-uCy( zO2>%xXmhXHma?)b|`J&OTY_5(JCUvXKhQjcd z&GVp({b-N0gSA(!T$<;gsySJs$IdUJ;d$fcO-mLQoHTWkAkBpf{lhzw@#Y4M@n+?< zokT$o4U0?QmP$S~2j!B&IU5S-Es9^5>(@Dnl=~;5Uy#p!|DK?o@)i(V=d%Jfb&`)g zziqX&dt2|K$_>tbDg{OSNmEm|Skt+ih#Dd}Ojuc3HlSr$$S!xO#AZjnmq-F@p^-?j z^QLsY)sRrnuaMKu^J!a_rRcknXI*=JRd9D|&XCUh_xqV~$>oAt4F2BUsYAW zuU?2TerM{LUR}y5rLrjVv`6%fZ9p~TMELr2UWF94gZn*NPF}xWZAD%mZli!HD8Gt2 zDs}tmFRD0K)x@LU1cuAp zlg)jgh5ja=t7p3K@My7LPF%E(>Z3 zNs*!0NE;Eps)xFx^|CYysZsvrS{l9H5GmOwxLbP1DlJs_oySjyVn=hPD5BE7_z~D; z!ON)S(aBn(yIPitcgU)6Mxe-L)KQ<4Xb-sW)2||wb5E;MU@-hkNDI9q4CQC-d>cMU zzHwYXAD%*$I2@C)=4={&R-A9}vK)0Q=sDSmQFfnK(PHhwwLr+{dcdRa>9nJ2dU4KFKBP&hp#tBit?PGRX$9)k#UwP zJnH1BlHn-z^jfcSQ|+Z#*ZaP>0`X=7`YTS6hB1D){2>*o(#$44kMzs%h4gda$x>cD z(q!}BzXxSflal0X{J*hdSXED;zbGxYIa(iHf z)6YT4+^u_5jCp}oKc!guzsIXmF`94VfX2tA2A;j=5rS3s*r5SWEBaEDcP!4;!Z)ox zfu(2Ug~1WnyeMTQOT(o_9qEhP9w_OnU-{05zhMfhi;uJNZ7?j)+kHsG*NuvwJ)um^ zmxK}gbg@r5pT8TGNr0pblZ&4{r>yz@SYU7AQbeY*J9Z?q!!FZt&c6G>_3P!qt2_G= zV&`03%w4w}Uimg)wn<-cxDRhM!xcO=T6gc;oY!xy$xz5C-1)K5O!RFiC(|C_kkcNR z41ZaF-x%D!-4qkO=js-7n`UGnvm?-enp!h%FG(#wfmNhs9lAboE;TTI#?nK)P%%bQ zx(SnhYhkdVVLaD%YGK@Pr62m0@@0Kv=_=k?uj+}5Zh`=tm-@r+?TRUo$~~CrbpFVW zVzPGghWYHWvd9Ir%#+BxqbCL92-&>aKJFUVS&@#?gHP z0qIHsS|=cljWIff~dq@_KL68=%7PkZr%*d38`kDoo!9^8HK z?OQPy?)$`|oNkHG(7Ii)rPC(vp`jZ%55P&J8O&V1#UFQ#n4z2yk@;fDZ4el%eZjn% z-MPK8T2Q9NMLa-7Scu08Zjc|xGJ!9Ce$QggM#B?Dx29VzG4^cohceZYncF@%oYTN< zl}>!Y84Q&O&y5u5nfXmEX!uPov>Cmur)rLg9+UVslknUp%;6#3E>_5S&OTiuIb7x$5QtTh{&@esI0MHn zYWU*=tfGjM7@==+azS>BNT4Xn^VS;NFdM8I%QhVAZ!eQ%G|}E?nj&DmEuXJC#$33d zy!Gip1nPKUqqTBhTb~4^dJjd}6BzmMkYFuGfo+dBB`4D=}c;v7^sU0bG* zA#j?L%X@p#cC>(J-6XXqb;6xH|z0;lp~feFNXbMoLFSPN#jCNNt&=nH+CGPpE zfe^~cQN2@?md5TUyUzj4wTU|xEY0V*ivO=I&aOv2YcJZP8#|W=mfDPd{#3WD(83fUz%mGP^?-{g+PX>+u}3D~rxd`6nkF|6?h@8f15UjjR~<$)r~On)YsSp*Qn^w6{C z{3=54I+pqEVNzp+MP_e_TUP~U|DNAi>Jm!LTMXT67$5#p)4pDMUp>SX0~^+V?qM;v zR6JZR=}Dz#8eK5>n5q;by<=hw^bD*^iHd(fTCXU4I?s9_Z{OnEHw<(zLfG8s%+XJH z>&vhr)w<;z&;^aE(dV04Aiqrnu4yCl{+g|0r;Z0Fdu3*dO`V;{MZ^u%JgO{TE-Ge$ zT*NUxZ1WWC_)E#QMjgBG=l;?U8jyDFI!s;k_3g4_Z091ns;`GRr@+&Laai z+WQV*`kCOfwRqjcR+3+x1NqI2R3~=R-*5T9U^VjGUhkf23h4!R9VRF9nuVf3&mrEI zlzg2^RV>xOV^yZsW6Pe{Eyp~^Rky1SMgb9YtnxuxEeFg)`B=9(NlpX}n6rXd4~;r7 zqGB7|;EMt0vu|ALm7EVIDk7Uh8FSt7^HBp|Ka;IBJ@?vAdV7jo4k2W*Zc&p@ z0yBi(EunkU%{li`Gt&YA8?y{502x_cc26&A9wuh zWk$F3>sKGNSL#)FDm9<$0@s1&p}^Ic>(IvJ7NU?^h5Gs4n-gS7oM6Dq0JGfngh^GgXCPx; z9emfmLohEBdgRn9hNhPTZmbp$ z?r>V)-CDy#3Z|9!I2BW%mr%NJCcjj_+9_ZE^V2t8lYwmO;NtF7Hr3?B-|b8n(8JA} zL;{!X;P33y`VKFEo$e{^0-};SmKHc<&Z6S%TLg?xaDiT7f%<&A2~`f5b*R#nB&sC| z#z?reM{{Z`pRWB;@jTsYdoBxXp+SCgFkOVlJ?mj+)wQkLgDQRE$4*|gN_&(^5Cj4O zh$%d0)9q2YZ87l8GB;NpI}?Ss!4-S`K-dC|vc^NuSAm&b>x+ZM8gB~~^5Z7gI$8`p z#7EZmj>87iBk9>#`cHO>he4K8nE=WYHLF`5JG^TgbhlxcA7!KB{V2;cBEOn8Yfvbp zxBN9VyJ|*bN!AU{^L;tn$?nVDxsUQek)=PAi}Mm(OAC~?AI(+cP`c2yJ*{CXUu)c5 zF0VX0E_dZ-FYS4HAd8Wn)GO@05`rx>q@-{v1qIvr)IPVulNu=!p6hwq#p~djD*LMO z1bLggF5vE}DkQSaVe)ZC-w=Qk-sp!tKV*zs6aXG?HStJ#{KP|#XSLKBH?|EX@u0WJ zkmt9+HKBOu2B8-oOF4albiswO_D4P(d8p8#{Gvcjp@V-^6$X#^%rZ|iPmgo?-mEV!h8d(;`r?>YGH{lU_fs}!L@84rjy{!uZK z;&qM-Q@qb=jjYn{_mma_l9QBpMqvCLAH{<$+Xz-q)mxmk`RX~+_fwbp-PUJQ!E_bu zLWW|@yk50aT<2QP@=S{N02m+m+9Pu3N z1FBWiLp&$XTAv~VMW8pxQcWoU7aykq17{&}DRUHzPRau}H_`z!#HXjNJ;#qKkj(fv z?WcO`l-m^$kTCoW^tLi|*!epl;CxwFMn*f$P!+HtgZp1w{Nv`gMwEbdY=U^4j%n!__^Iuf$vf@vp8>kW9X(R$3O+6)DE zNnNR^ZF=_|Z1T8tmaBZ*sPu)1ptojPJp1F<>Eih;-g|9M_~Qrib(LovwAY9P>;ftI z#o0hAHaC=7(o5mfQLJAQO<*vKv_PFKag@`7K>NZgcm%6*&)bWfmJe4Q!2xk=@Fj&z z6Q0_DBWj4dW2Tw}gawl)NscbbOxKbKx(RY*AeA6Zem@{DeG!qfsXJVN@42g7lA^Nq zu1mGtT6j^u-EB;=|@ix>muH94kvpC4*BYGRn#!`jz$>kb7a`HuTA=TLU<1 zCfQ=l!#uuFSb^W~HHfu+0v#I{;%cIrGS-Y}JW3{?mIwkU9bi7S?Y?bKR#_IL! zf;QLZlbaSoJ~YkV2OIX`{{63;Jy9lk);%Aw0aD|4jmD-}yXS_>3sGCY67WqS49YVW z!e*mYj&7h3y*$HXGUl0x_122_e{-9sHVkBS(gAeqep!FCe6>_HMPeIVuGzyNV9m|g zY2OJZ&aLxfo}>fU`cnkOr2EK8HGay0_2A?QFobag{zv#&`s)%^FdE^z&34gduF0p@{^wCav#}uay<*x^FCYgPXv+!61X8 zg*sUN2sMp-$3)R5RdW$W37>o$6@lf zl2-9{`8pwv3idij_my97Cd%9biG(P(l zqu_0}$jA}RE9yx%T<1os%Ta_ecRWCRPeo?h+^e0IdH}kqUhYnp`||N~bxUZD1UAE> z>VaNxLLUtFIfEYszL^VMJ^B>`rjprJRaFhWa5?-OnD^)(xT%viRWo`7_Uq0XALWA= zDtr3u{67wiCI6wZWbFNheWrVHR8skcxkykQWKZ%S8<5F7)f|RN@!HOr1D9!Sg3H~r zn!}iJ^FWo#v^Wn8NKiee@+IJXVDDt&%_Wto<@sGVp{VfwEslv5GnO<6fI?8MSNKuw z+SW|U0)T9zV3SzRxoj@1qxBvm15YX8nqja?St@=NIS=ATi{3Fgoq@H0!e4oM)sLWy zdkZEPR(}7M>!mhm2g+x!T5;l2%eO7V40UA4+#Z0IZS;XHUoPF)-5ZLnG_#rEQ_FoJ z<|CAQ-@o`~oVWaApGB+z(3f)#yP4X+7J98TkU7?Q5zp@t-EWk-KJq_nmNA6`+4DHD z3b2mLulTz6;#(B>jVjU|7pRbtL87~H0ki305;_pX&Rj#f;lPb?eXqzURATuy9$9w0 zdh;f|=NRIug}4`=IP$@`0>fe4NOJJY*ei!04pCCP#B_& z>w=y8f|fw+wR{WN8s7EV_sWFEXXa3aTPf3cFixV6NlV9PJ0iD!*`@_ewYUB9&$<=x z|9JZDc&gv`|3hg|_R7pjWbZxWAbV#!Hj!+ywK(=3$IKpy$jCghWhF&f#|noK$DY6Y z^!|K*f93JuoL=|+y6$T{pU>;MTjuTvIjn(EcUf8k8}+gDV(aR>P2Iz?A68#~`!?-M zVOX?~Sy+!*!XZ!JG$O)_xwS=f#S2{~-*IL5^{8t!`)yabweBdl+4d2SHyOOzS&Ekf z&b?jI`rFSO|7n68DQ#`VPU8{*24RT&W;Tigbu9H`wWSW29BgMloc`I@=|(p(Mqj!Z z=Fl_U(Oem+teqd#;IG3xhNPn?h9dfhrc?C#khr3$C_>LU8)M@Z^ElYQ#aBjeSSVe@ zMbzDj{}cDvi845b=#W#_@h8t;)q)B~#&fy<^=W5^mHV$+hv91_3z2rPh?VJzGB2WI3T0mTi>nP4yIfJ<~v^8Ozss3xkQVR8J1-5`;Nn6 zHMT*~Uh;a$64AFfoj^t6YQpwhDH{}|MHamX9>Q4 ze&+MF?R|TFstA4wM>lM8Jb8fM$R9j|gC3)VbqoK-cBkZ$|FNCE)J%Du4YJ4pFvzXM ztK^#7`N@9O$~7jdX}4fqov&OyuWO<)!3>a&*WNvopg^!L!0vD_#EP3st3s2XgJJ(k;3qV$K=f=If{# zHhnrqnZZWHWdAci|-wQ z7Z2E+sxKLTiueom34@!nej(dw?iB!lC;isB42_j_BPvLQb+Zh}!%P?@vw!6Ho3*lD0S|IrOi|%b#~J(H zb?S_*r)Yd;AdZEaf= zs@~N%g4pQ(7sf_%L*n|%;+=^XEP2?z#hz#%U|)+{LW(>t7~g^|4s*8@mje9%-o&T3 zk%an9V`~l}3E*T_zlVq$(rby((XLaYBT!kGg^@ z^dYvq?K$b)41=i zIZ_!PuX~oGV_Koj$9n;_oIA1xmCyB`zBwD{e$nTDtVQb(2N?`}g$53SxI0KL#pez|BCQ+><_(tUJ3i{1gonOYiKV0RyTsUnp_$)W zkLM|?B!WufMS%4o9#T-PeVw_jN^tVA#ivEk5~^!rQl8Fh;VilOf>H)IM~hD~_l8-yYE9xZ{@&uF$OBMOs&T$<98Afd$^zZSpkxFb^%fNd;`7Jp|2 zoaxxGpTmXUT~hHGZ`^`P0fH!lJcg3_o5C7OOwVM#)sj<(vZti2do}w8%SdXU6})|G zly|iUjXqluI|1Va`Evvn3EM9(0%bzZj*gV9iXVr5t9!ByR$z*h#Rd6}7i^qbq8*p{ zUaQzQ{@RsS3jm~Z^1g9SFlR$P6E_gJxwcl&q0{(tYoONYfn!kuzpr4hbl4rJU@me} z1rUALGyYHrp{Zv}jlCd+kXu^9x{Y?D5kgYF(v1qs>Cbn3zy$D;F8rbaBEHrH%+b`Z zy&Xt`TZ&$U0G5K65Y+-(#)mrFH3J+a!S6s<&G12S$mmeK5Y~aO2R)~TNw%Q;x58v~ zHRoLEy|1<|*e=aj`ol-Uf3P?NCyr4{qx4I{H85NFqbzvbr7i6%FF*e_i{wmhowEWs zH|7cs&4Pl1p45gEZwx-gosB*<23&p*%Js|45s$mWj{*JzFg(W7Sm6~{zq)6^3WQ?i zM4HSr5X*d!n+of0*p0ptYjBmSfsQaFU%5^U3wj@c`_SpZCcRku+_#e9Bg(}M>ymh) zu%ORF_mu3CqZhYT((DQT6$I{Zhm+k?Uh~gtttM!_w^aVHpZx(u@x4axB(AChZ-R~T>F z+IdjVMzt_Az)b@J|No;VX?a?9UJAR2mZ_E3*O0%yI6vLsYd`ArX1Zds3xKGNii(Pi zo3_mVJ5;O`%0t&@J^+4_IPra1S^tivhy$;o+J3YX%orn;s zbBHM8_~~>5iN|<8F2Iik7a)$$)zs98-)~+KlACwGWlsNVba!``n!}Z)pD43Gz5M6| z=V@g(71Js$+a$NViP}<4u{dW8-j|+{fx-9J$jhN25#G78UDr}xY_P6kxKQ{4NQvypyox&+b?Jah%@n4O;qGp%w~ih!QMKf9>Vjs@#9BLcF`y zQfs07v!W(5UjieL9WXqrjq^60ux_G9Af8SGmB6G$Yf~ZeI6h^bN1V)`=fo>f>4`(g zui<9$bEYym;jx8*>gqY((o(sNGw zSNC+4;L86O&;943u8=Tz0{TQKWV(3p9)-GEL!P-_0nSC%grKNbGHSMFyheMnQMZRc zQCU!`nMEyi-DXaxH272~sdes#6V6EYyIEk~_sMuz3hH4+g;N30fJnpzsU>v>t!5nx zXA^+>4Ya*akeZr$5-T>xpVJb?qMpth8#w-FIVp)gS%cP9^ZU;|k1I%!b7&MpDpMp? zVHItZc1p`lSAzq%ECDR=xBzmi9&jiFy_2?sU$)}v(cas0j63ys>Xh(MebWH1q#Z++ zb_GQTlZh8lPcETt4>DA`x)UWS@MVRNFXi%hFZWbkxTihu-jhFM$ zegOXlf8i+Yo)HV+cT=+t5L?!UBuo+_oXE+}ANfSL?@XCPo$cSEKuHmmd~*uts>SAF z69HB^=RJZSE^{>hO5iY_FmauJx*;dSt`m{ZNgrlF*a0Q?`Z)vB)hNt;CE=(WZUIxp~|tRc!uSyt~>W(1N~xvjwr*;773Q zea9h6Frs@?2^wbz;V+FBq5!M27sNZor13-;3SQE3kv#{%n8qq+!o8K@EE?bf%fFwb z4rlIb3qFzly0>!$nQDXgvpjfUX!P~!d8}C7Qi*u5ngOI;NudjdqFz$oO((m&$hJ3m ze)KN)8;mDOqEQCjdYqU#WM;FOcX=|2(#V@&QJDdE&?2L%uOnqcAhkW(8#8A?B_Ji5%74Ir4vayBVSFZ31 z2j9YjJl9q5iEfG~)lC=A!)T9SuZ$vUg4(GJu((CAIj3tR$g+_hsZ?g&W6ynFP*qhW znv*9V_p8A*i%G)MZYax{om~#Tuuu|zuRmLuDhwX&*EP|w2_^frpaW?aSI*OcgufQn zoi18@hrVnCNd_Qq{yjZT0|ZDF3ZeE~V?9roq@8+z0^GQ(|8#nb6I$KOaVChp2J~s; z!2sz+6h#sWCvJ-LsS8hi1!#<`WZN5ty`!c0zM)jT3=;7&f#PeB}DnZdH?J$?p8Pvh3$*c~6JX0DyH*+i- z5PxZK$YWK?ZngXVZKm6~tB$a4&16Swt;xrWom|SGrC2eI)q4p`O#aJ>Abh3jxu9HT zJ~@)#v~?Wsqp(w^BkcG%TdBe!(!KEUuy2imu!Gb{aA$w1MDw&ex*CTsYUZ`G^x>xF z3oN;4uec@0RPQJY;`ehwzr8|UrkDMtkNa^+ktkbo3KE8S7zJa3MvW^Vg!62AWMf3H zM*f*;(vPPX<8`?3R#P3gtxEkupa*R98|Ek5Hl>rvMtj*EJqwp860+m2&CW9W3(6h0 zo$x1IcMI}i-n?WMDzMOd1sjoTelX!UglY2{d=TNIL~VA!QeX`ePDVUqFR=ag72eMe zAUwf`{y2K7Qa*I!ePiZ`(p~NDKG* zaPk_Tzq=^Xl+BBnp6mv9jE`k2fXFrT8d$W4GDWx?f*3&&`sRr6b|OO9aRucW(?nco zv&UQfog0Nl-u^%fWrZPe_BZjbXf07)C}cbVP$ z%HzL@9EuEK*(Lr9X1 zsq0=|Hc*}rnY@jpdjcJFk#7h5Z1Vly*ko`Wi01aMkA2=u`2Ns2{Z~{&E!33MaavGo zZlU0(4^N7XA#=;VGB4!k-6KX(w1wIrtI_}{9FE}Ao=#w2>@`YUN7XxvQ14LDkvquh z!rC^5KgQR%8NYLZwUl;AAV2PEgdO`Bnun<47FU zb@1@4OTF}NF-S8DP-Xv8HFrCr*gl6q94yp*qO;?5oOtIAc-dyD!wOd=yw^uT77&hD z(JvGKW6)utoo}5}s6-QHE7C|{WrP(}IC)awS^eS&7yfMt4rt&(W8QOk{>}@XZv-fM zy@K1-lOE9uJk^j%Rs)4C+OvfTtb#EqvYH|~x;om2$-LRS95XJwT#lOn?+}zTQ@=69 zy2v$$AKt11@;Vr-3g}FqMWKeyJ|GyZ|E=bkQvtOl7PKFUZJ88*pVabj2LKSQ>y0Em z3yb%FF5k?68-g6Vr8hQ^&0~11b5GzJgj8ED3fvW-o?oz`N=YXvVZyE)yj?^)xT)x~ z%G#c!;Dx6$m9F3gQ8}C}N03)TS`!ew(1N80!rXO}7Yb=>taDnXpaA{~VE&w!Ad}YD zTxCe;b9Q##dwr9Ffufgbh+Ym5Om5^imp+%o3q8uCBj_t^fzi2KP!6tq+$jtn+wAQbxL+4Tx+bE&O(qNpp zpJr)gLLVr($b=^8j2<6^f)_TQuMg?>*YBU5u6E%NUfnW**(GA>8?|Pr4O*0W4s~8` zx3N0=mu8J?5zI43IyupSGgFXE%jr;N&*MY5f{S5*0nWh$UD=(<6mhX(iz&SFf_Xq|LSk`t==2LP?D?VE-OJ8TMMq4ml_m za>$Qu{l{`00>HL|NYfiJdA9kvvs0G}`a?@#CyJ|zKc`AThTm&Nqc8j2OaIB2otlvR(ixTXuGWM#r1JhM{pCOTdl`Hwpd(YN?P=KQ?`^YaSM=rD-GcNd@0+c$6Lq`Gn zExr^DpgyCmf&KR@*gbDeDRr6QX}g@(2P-fX;_ z^ZOOEhNok}rw2YmZP$JtM6p(h{r$=TymlAD=^7ai`*zQK^ioju^h;+mC>`loCfnNf zo8>mhnZnEMy>IaTmv%`#b87EB2p0>LV>_i;5&&}GIu43APc2%WjeS<~-e)E8Vvk6` zxnM4mYTp8k*4~pl>yfV04H$rOOZH9zDOZ+iw^2+jUTEoREczZ=(hj1?%Aj2o1xFg>4tk>USysGwlr`5Gl;y`}5Hp7Pdv z*dA{a7k(boQp-0(9hnpaC0Q(6!F9%o?GlJ|S5JTrWQ0sIGT(-G{reNsO31~8nHzG1 z?`^J0>vNBx*E@`89rBo^*g$2R5h%_dylz0)9m5#`sKJ9z$0n8nQfIrSBpI&_jiF*@od6vNEw@c=!z){s;#`(YN zdn|6~f#<&d+3LeLj*DK7v#MIxX-ojf`R-Ob6})O)aS^L`5o38AWB$=07W18QJs;dP zOG=W159$6Ifk@Mth5iYOuy3O@AYm!^MU2j>!v8zQ8$wUmA#pcnz{cLbcn(NaFs=CO zoov05npjs zNlTYY@7@m|-K)6{AuX37ON9wnAKWkKbK17Sv=9$A@su^N73`;c`r49>xPZYv-XNF{ zP^X~szg_o=XM>>hZSW66BjgDC+uSTs*G$_^99733`MM?tvqYk&uT9i3K660inZ>rg zw%_V)=YLFI>NWE_9scZOk7$1eFnrsz@QCa9B%q9|B1^o|DbYck{szqm^^CPQ$-oC# z$og%ZNcX3DZbR7z_agpD@g9)Toqh9GBiuL6WR|qoG_X3My$UI#lBwHWPz{QRU#E5= zL74WsKHN8n*ak&uiQZc5k|-som0=+(NAl3k>P5vIK-SXRL`jyzMraB z0d+RZQ-z&oY|(_NX0EwcldLl`-jH6T~|ySIUiEa3KsuE9ZOAHs=rbI(YO zG(H^yNP)%$tQl4h(MVY5^ADIM(xmil0xO3t`ql9Lbm%TpuOe?cL}BX@TYKCCKKODS z-x;`Tk3V?o&9y}w+b+$_h?6Uj@6OzFUM`mj@3W}`RS#9qy7x;G7gQ>g0GOGn^UFmQL4RhyaK=kcMV!D zWMc>*zy@tQe-7+<+!z=<#CP}b*m(%m%bCB{u(bVRrbK3>2V|g4R>!-)<5u%QIFK_y>4s=$vsUY_98k%7x`>`;jRwi0 zFA}GxKwTAuRjy8NWnSmY8})NvmZi9LZ8~!+nFD}Flh^m+fJ}acQVM`24wARuT(kR< z!VxDiV~o12Vr7zab;c1fccFBeK7db>G&vs7%?lm2z9UBP!>ce2nQqla0IN&WfmHbk z>)LL5R3%V+`Lg9s_ziVByRETG^0h-Fga5ODwe)+lMhT{5rD6eZ*#*aluG25YY{;NpYS%oVUTNz6%9hnGGQW^flV7>9- z#t>q;r=&R%nuvO7!j5w570Irzz|JQ;(p2zhAHhNpQ`aZ5{;e-3edZ~buKj&%yq19X zj|#&QeH|xxkYy}n3>pf$&8it-b}|cdFt%inFhm&v+56IFx4*039hP%Kbf+LWgR2NM59GYuTmSJ+6SvmZy>IGqH*Mk5 zmcM;a6R?O(Stb?mahG=o0UH2XE1hslWQ3?howDNv^+A}60eICFLg`C7|81JNkNEq|0N8s9w)(Xami z^2!KWdxc=0RMXCXU~pvn+i(0*+5n&$%+!+0$CCtCsxf#qV?h7GJW$jK26N*>zSAlA z5S3>ls!G0QcO;5EqSJM%ntK8BHi{Xo_cQJr(;Wmu-Na%K?-iVP4SIv?OVl~`O5B!D z0?Egw1tw(rtY-%(!)Etr1Yv>MTy}spD3u^s9Y|)+8liuSR{?Ng_H6f;ww<5eesHhr zdtH--St5H|RJ5$)z~nN0Knto44iPO5L*?hMc(SAgMP z1K30kEA*WVbx7XrYp=d|uWsC<45Oe4;~C_nPOKkll`R+^a>&CXC-FZZV&bPJHe9Ef z5_)(QiRJOcVIV~~v6@S;`g_0B_ykk{8Co*=cmbRBlMG%hpVRgg$VqaTo}Od?$Ggw& z$y+wjuy1gv2`}}19J9?AjYV#B4hlmH92qZydB|q9VevY%EO|Lo>M(Er?&f3;NDGF~ zE{sjG!$qD^*K+G9doC4 z<~93Q1#k=NfY|!MHb~RclDFFkQA#EhPnCGshAU^39JZb`WB2b6c0>|&B+yk8SV5qa zVJ=S!v@CaPa5z^rf{sibwzoD`s9BoxHS9LCY^zqB5sO}1fyqZarfM-sq%0dA#91W& zD?KVQ>RruLJWQDLv!qR1J-vyJtKt^naHfJ1CYO@)NcnQQjSP*{!29VM$}%jh8_4%r zc*2|oC)37Ni(c29-Zng&tpJ>rCA)PcV8qGA$~->eLG((-g=vg%YR{1zDa|~G{1;JF zaG>?KAm7=)G2VB7nazReK9ozQedjdXb-GRSu#H6?kCtFw1Ef$%AQ4CeDu)Or8^4_R z9NZb#H*W((wgzr7K0!gry)LU~kYkY%lj9l|393IGe6o!!X zIf`3*SrMO&z8d$mk#vk@;dh|^Y{3p#j-T>(R1*)RWs|Qc@j%?D-`}G7>@&v$xX%y6 z5-fq!e2He(N(R5>Z2S2gCW>Bi@VJm=Am#b%xpi!@I)d_(jIanf{#~M7{k0<}^x`;f zXFm#5lL|p^D1mU|Dw%)Z5}JRrMW@b&eYme;yy!Pm2{Rq`=Im^T-hg)*!!*{kN*ov`gikR(}b{+`U(b^|Km z8c-rtzwl15Z~H@;B4BhQ;{Ze_Nw%1-D=#8swpJ^5y6-}YQ##ZgV)< zBfLEWh-=2BjSsuKeWdWuTqrbXkl`gwtd^z@LF=l;iq2jJk>0x2B7oHZ+%*zTlQ;=m z7IC;}L6|>)=2p#ubwB&p_t}()WOiI>%s8fU2+2jRM)#Me*)y)~I7;r1lP9_;+1(ea zrb*NsI!i{h_6?B;U>V3TAcF)=Yrg z(;I#@Y@S@J13d~4inXj)*pdFRh_k!UEZDL-nZE&OO#=c06nc9_2?8!}=iZP9DZ#JR z{!p64-Uior>y;MdvH#8CmNq?DuFXo;tIt-&(?0j_)w(U9@3ghWN3I7JBI3oOW^n&g zSy`EC%zlb;2#HX-@@fL{6y;n4ul=ivG9*xX(XxCb|ZLU=6S^5xnWhv5?DSkfG1%6^x4VL)v&WvjUb=QXqS#KJVdqC3?N#)fs$dp zdlKXuDBcHU3PA*7DSED*N@?$zh)~QAihIZAdYIiihJuxrZN;Wjk#Ik=dG&nA%p=&y zEt*vF{qjsC^P`pb+GLo{p*RwbzN1YN(=7h*!_fQ4lP%D(Oq2Mo zhvhn=W+X2|V$8s*e%ju5Z1Ig~Jd7zGeZZr&t zW%h61Cy{EX{PV2T)d%1RNG&nEJ#cN-(sOQRBhwS3_(}RZk!ApR@>c;h#mxeWsOV}x z!d@UKXv0Y3$-BJYSE8|4&fwSD`1Ttbf74cKypJ8S%vZg$Uze2Rl09NEY3>z^8Rra} zFvYRJ;=Pj`vglhNBB*c}Qiou@8z<=x0Sm8l@z+on=I zwEyfRu2VB!7wpkeUEgu&>GfA`k_1ct6m7YXxAhYzJv4A{4cd54zR)kWwZ@r8H}E0u zD`NLB)D~YeOOo5sqD3#%zF!ExT#e8nQT*N z^}jP}1}2|dg(Po~Fo=Kk4uSlAmm}pTNql8izx+1HjfeDaKvZ|=;C>W_;yshH!6$0~ z!OD<*kMHz;oDRMN3ps!MHYKxvXq!#f;3x?>$_8Xca?m_}tg8p%W0#EMyrDC8hY%$N zf-d91Ici5nOTrEU@=)6K)SV5m6U|tq;kAfLpDC4l7v~a#wWdEpCR_ldnclk==yT*IVg^z-1x2SzeH)tVlf9fn z&D;lu(fxuBmZZ6ZqARkCzlWcSb)r7{hOFl?T!^|Uot@573ed?%xk03;3A?Z`zW9&t zbEZoE`UYw(-Xdajd$1;d_p9uPq#r+aa45*@xtx0@*YTvi>ojjvJ=1i(Y%IBPy9?h3RK5L8_5U^nZYbRbzxH z=8gQ&!HrA)jtU+-`?%~VLsl6;U@_kSGW~M($L4h20_E#}W$Q6shoy~-z)?H^?3e)0 z58gzsKgdme*4!(`C0tJSFeTchkU%78g0Ky0YcYIhE7LovsKH#CV7Xvze|dLA>EowZ zB-&6d2MUeVyo?LFm)}^K)38ATtjGN%M$g$j+eSZf+!35J^yKWN65ZqgYaz7Y^Lq1EFfw zzfJp4L4Ie$Q$g$=ZJvZkul5sGfjMaslAKWaz3ZJMa^HVhE*v;zyZ#YJ3kc=WZU}*g zkN0RViwg>r^_&Ksfm4JX#Hc4K-)lE!tKP|eh2ilXPu?B$%w9bM%^+eqHuz`jIev2< z(%ZzK?O58dvWVKjiIu*~sz&A4r%FOI2;?b#w z;35nm(kY#XsEF9NyW&a&wOndo}8!d8tQo1@D@Zc#7V+ z=6kci>`Ol@{v+m6uL%|AV7n9V%yG*AOtGYZfW;V?d{XX`h z9*_$uz?dlFy?{~!@O)W%gs1XR8U6|5qP{JzJ;$31&YrXdv#!8%RC^s|RmU4~N3V~^ z5(ftiTgzy9)r6?>mbj5cG`b;=6W4wV8bYX7{iEN_j#PsJk!4J&+FeR4;FmaoRi9Y+ zJN46urDhss;Y4N zwO5To0jV$;;@LFfiR*01f!X&buy9nPF@b==GH`5Kqp!m$rEr^%1I4MRsC*izRyeLY ziDw)Wk(rdI(B%y82gFv_q#J<(sFts#|SN*jE^auFQNOc=fpfVB$$L z{G(Z^dR|LZ-W~J~A>Gzy=(XQc*-;7&u7|$H>F@AAh>yOI{O%fR)B4byN4HBpy6e^T z1s7){hLx;ymH^}}>M*$Xk!4?_qAgis3q$*oM+6#U0Pzhn6YmXJ9~!Gnab7B}ex{m6 z)G>6{0t>cTAt26EHy)x)GK~my8cyXwDvyQj)I$@d;FTj#g$3_2o$`X_0 zZ`CmdCl2OAvSl*M`qk$|+KZOiN>K|SX|k1U8}bKQdXJpV$0jCEn$7m7fUCe{XtN2B zxT}o!aRM!qm9Dl+Nas+gZrZbO&?;^D(xLJ=6c_ljMu=*iFV2nw&o2N`Gw0ESQ!BMWg8pmyUplz$ z@MYk|@oJWA>`JQ!O&B}?bAMb;fISCvY{pGtcy%< z<(fD{fj&;b98+Mn#fby1ck?cbTMOg%51bOaH9+Fz@oL z6w`Xw1@!YZPP$cBR(=NrkcYV_4PnQa8y++0rvXBCw%@YL(V*LR6rft*T(pGX(?dK} z?C``FOLTgPK7+9we5)D8*vmN(XiKyUB}fRYgn%+<^;26?#`RBzZ1GBuV)ZHt5$0S_ zG@I8MKbBste5t=Dp>^Kk`POgA=^SZG#i<6F-UYYA^tIpS)M45_M^(QqL+OPko3`p) z12tfIffALaBh#tnUv%(3C3XqAB(KfM3S3+SM(VQ4%x9B+^1kz9Ml>4~)BH|EF} z8<=c<8uvzJz!NXSoPleRpS3AVECSHHO3NV;zs*So&7+Z%;!j)P5tJnHGo-<1%^|k3 zi-9YWPva#L2jAjM_fgYu)8g=@nT3U`Wc`po@EmZuRlLWM@oc~!--^_QRJq>ax$06d zV)=5#YOq4cAQiC&w9z;#b(pGq5_o>#Qq{z^Qrn~hnP}cJ>mZ`$e$+&Ay!a2?Yf!$5 zPb9+@vnk|p3t!$rf-3CZGh+Kn(#l9le~G?ZKv}L890a=GHS?6cm~HXI3P$$Q}Z3!a;;OO-;MKDqAx%)W@zQoPB| z4Urlq%dC=B?LKQ*G`AeQP!Z7R942<9c-)ccOI_3?gsFeXY_!x}^mB^Getsgb^g}lj>f$UPY+n`mh7v;2O0 zKu8j6dVfgI-gr5ZGwL^`eE~F=Sz26Jd|(GN-s75a)8_?RIVJwBEABE%fMAk0ZQ_PZ zHq=qStdCf*X`t|_COy92tlh`p6@v-7%Y`EvGX!i8PBw)cM`BKq<{S`El-BeywM^~; zX3*oyc|Q%PFe*Q`ai&hq3z+N)v(rG9uK~UhaiG^s_}Oyt9a|FNipALZ9TDdg%($ba zJ10aAs0T}0e%#&Lm>lJ357`!Icd%m`a8fIegw`e^jqGiMk2_bfn|%3V9B}pg{trpW z(x^vXCb89|TitQ_l!3lDXe`0Ls5AyVa1QzcXmY#HHF&AQK&T&+%rp7up!p?u;CfB? z_26pNp?-THii+;1vW$~@0_1`Rmb>qPE<$oulWfebZ9ff@ zBFOg^@>F>b5nk^K^FM|Hpkq^m`6C$6CV$@qY#BT}@9u&54bYwIe={ukyo$=SJ$pA7}?~-0sQ8Be41oWpNxShk1(n~vDia@9!%@(66 z=s^q#8&a)>m`^8hUJZ<`rtw=B{_*5|(lYS<|Lq=9$Wf9>%1g>y{D*CjYvz_MTmk#@ z;^MN#Z*@%90E6z}qoeA5@bX4~W&#_gXfog#c_-afR_NU*D^gNQDjj+6giR$pdrFXb z-64f}(>6ZzAf-B_>L#OsC0fhl5$M8xHNIZ*PD$}r}dZ(DY|)L~|31C5gY(s}P} zT2N1h=P%zvD*LJ|T2lJjzHV5!0GfyTlOb@hu!k80^Iv*ASu%KtX@tH$J8a5G7nFEb zi|e_SMV$gR^2SlybI^1oga&PEvgp(ONqE;>-g7a(Epz*pJHMLuDWh*LNsRp=g52Hh zuo!-@9KB7ThXfqAC_?Wqi-;*koFHcPV-u-_3znA)d##<8S zXux(Fpoz(3-0T@)%WMUfhSZHVQe=FPmf5ZFsL>#6do))=@yY2a13+Oejs5mVdzA1p z5V8i9p*H-d4sTL+IeIS4t$bu)dm(SJEcgWTVw7kVyiau0olowgzp(G#dDi;&t-PNk zk{>*@ipYC2`T{tQrJI$h7%=gB3SiIfuPN{ojSZ=NX#I%^(ybo`qK35*f`YA+jq1yB zw~^7&)ug1PFm!Yy{$G&ztYX_hG5e-XZb!?fwJ2p~a>3Y1z*@NN7y{YhzpM zh6%QJmF%2JInPf)?U<0vg6*}q;bA;}J-~B68idM)5(rUo{64mF)_5fn^blP!kr2@s*e{R%v zUjlWqssp*Oodw3oM_~1XzW(x-1G-{2pe^TJL;CvZgW~L>BSt^tnO=zsS#~b2jmnBV zeX6kHl&qIC8ayWN-_n=O8eRqoQihozOdor`*YsKU);Zs-YTZ?v#n^Sq;~D31Ree(M z|HGptrPw^p1Ef6VH)z5xKONmRxZ%L^^f9^e#|0Z-Fz!c+22qieM4pG11_L+Vw$r-- zw*TPHwUgRGUZTLz#aSbGaPd?2*_o|I?zy+m?hLl$K{{y$@ZD3h)Ix|pbHl<@+l#+0 z?c7PyRvQ3wd|v%;n@7Rqpu)InrqMv^B^T3AuCp8amQML?aJsF7#i4ST0c&xPx!SQ= zM(~VZxb=)feb|kYM;s`lGe)<@T4HE`SxsDS)F^>IdZqd|=hJ8MZ-I2}X1Fv7;e~<-(mGqfT12aV#ZFVxRj5p&!q7WoAI=GwNXhVw?^-wh#X=pcI4KTY!G`!y!lR=4^}6 zFWD*jUWe!b=*lg;NBlU8X=*CszG@a*?Rsm8#xO|6WAXL>ZSLn+*Hc{!-%p;l^&Cw} zei!8}md-<5JSpC!3l|V<&Arc?y}lp7m!ij;qIa^qMxAb<_eG`E(k*aSjtB0w2S`{aE z8mDJ9>KUPQl*@fMHq|E|oPRY=A?gU7`N>j{^=|Hl6%qDL%8h(Fo9NU1jZ!HR zL^Ft5Cudvx8tOk=Xq12$SM5Z=1q|6~g%&dB`;5 z&G{&#o;9|xkXb0gMk6Fzh15Ahfd~pw7JZ|3{_4&Ee@q%%sBK<>t&eEd=2OF($7;tZ z>)6lK;PfhLPFZftpR#JVBj0f{+^)PZsh*tvWhWIvWD5JPzAw|opJ{Mesfzc!?pO0G z9!Q{cZV6jxW5g?Ie#I>w!^;Is} z7Wti~U|0%cx5sny`uK_nVourW0CCI!WSZ7-*Q}B{EO<_>>WMMJt8&@&il^sFS=>ex z6_1&o%(iM zhup}Of-0bll|{AG)d`nv_uAqep)Sv>NB!6}Gbs;bds+Y`Hq$6Wnrfm!eZ`XYihNL{ z65gjpW&Ng<-TU!siXf4#~%i$kyH+kd4_un;%(OqUqis(vaOHlSAQ&_Y2~_E#nb3PHzeyYv~YJ zvB08){e@=vW2Vo};&jd+|h+uW(uz#YIw|S3;=e;Ny zkKhxbK?8JoMwXG!MLM~zid^43Q}TJs_#df?ivk-o6Xg$^gmKJM*5Yi(+So7KNb0c2 zen(+O4tu|kqmx&;yPLoP81(ea)nS|jJv+vJod3e)Di{l)$8-vQL2c5yQdZrvi4Tz{ zkMh9#iXFZS@<95yXZ}UAIBB`9KQ4LVS~>d*Ef6HEko=SPlO) zW@BtCP{B|Dwt5>@XD)Kx`37qLZOZN)VB;#8lqq+2fV(*PcIJ8%yt{0cs?Wv5_Wb)( zgdxZIsG>_gmK?m1OEJV+dsOG5 zZ}MnbK--*fGJ0kVy`7*J;zp}n%88O%18-2eSJrL!@x?5{iGb`J6=f@Iq;?#e7mQq3 z-A>~tu;TcAD;e!qx9GaRX&AjNQVcP#$x#itXonlbOt~|YX(qBWlj}72Lr;4CScgT~ z9$cQ)A$@l3SPpzSezQWst;|w-U%pjVa*r<<6bEGN%DF}(($qOne-E2D^A3$5q8sA} zsvKfuW4rR9)vzvwY{%liKgKZz)XTV$db8#Kh30yfNzV9SzEZ42G{O9}=4oCKo>?>r zteET?u{tfmqnj8E$yLs)a#Npns49HE?}@2^CgM$O7U1Vb-lCY}L5N<#yK?O)C=_&f zS#KLjgSk8#DVy_P+)#_@BkI{^F!198+XTpjjwJh^@uBj4HV*NrUeW-K#qSEA7-l(3 zzeXf~fi5IX&(p*Nxs{hjsvJX`FCD_QG09g;3YU2?RVyu_jX8OA<{If_!F`fvRa9L3 zL-bZ*M9Qu;$M2FGIVcsx8Ucs>rPb<-H{Gi{&v%PYhGn@1xh@*4!Jh8;|E6zyOdU#q z;haX2kBEZU!~D_5(cV6XYVFfw9&u9+h*8kRmm77*+D}EN?}Wr@cT$E$mZ`r*o7KbL zsS?abp$mhu&|k>c+?L$MwZ!h6%&vbE>R=JS|2@!x&CC0g3xcM%%E`k2=OHoQC=PpoYDDa=K#*Xx=bbTt0a3L)(z9i{%tQk=2G6`9 z@_XIQ5ObOK$J8&=C#uo#AJsGCb>+@Zs{iJaJrlA9iRR?67`jqAgos}Bj|)qCk_mm9 z-o*U^0;;Y`mG$jYFYeR)b;N@##Ir=bc9voE#m73*v7M+!g6mngkBLO``j$NUNmqKR zj4f~Ob%gx@hV2*CC0>0A|A4YM2@U-Alp|Fy?snZ)RHNJZreiE}nSCH+0q2jvpab6`$~*-tQi09F1K2sMC0_xK%h~lQw(|X8I=? zyv-joD;Ii7BowE#Xuz;d0mjC~>09(>`D{_N&RrAoTU=|gy<7$F= z4*im&pi9smPZ)?=`~|umQe3Tlli7?+RcU>|f5N}`TqwjG~@S<8^Z;REG;g}=*n zb@T=sNC~f!t^aNG@<4KGpWEY)4zGCT63PwR&L7`0JJYAUXuq$3NTKynvfIi^}L>!|1XoxGPf!{t9(qq^hR{}?Tjys^dwCSmzOaX zx~fD!$^$xgxKKn)?}wK=*7y<&%wo@in}0Xx$v!i^IJWI9_W7r~I^m{HLln2GlGW?JMgMaP3q%1$MPq6?rXZb>e~YZ_m1Wtgp?q zzB}@OHgMDSn3?rMkh~N4a~NRS^Ht$#sdrXkpY`%Z~(LB~#BKEq1N zyZF*+zr1&Uw${vx3QL39f9+u2Z)}`7^=C^^b?LLXTPgC2GtU2LXlM{~S)0zMY{R3A z1D(#NgOrx?^0Wr4K5gG3F!Ch6DFtG}H3q#ynS<_$6NT_v-Ks_d{pWA7&$xw-S~2fQ z$_WccPo83h455Q1d17t)pk_>leVeq4TYBRP85bY8oR=l1_$)-U1X^*NMBq93I!dy_1?n+RQSOqg9`{V1>a@Jc@OPyAwyWUR{i>@z*~Yj^>P z^Dme-uZsvPt(<43nXnhBqY>$wu6CZR?RVWo z0bT3N;h{GX)t-CJSE_Z`GvCB~xgCT!OS}bWhBzoWHKg5YcZT+u%}xa={t1oEK{ z5DDH_MZt!hb68R9ej@(tTH181cFA5=1MThfz)$OEfG!_6p_{txvM(83~VXvCzY*<3V4FY4%!=oa&l71D7>sZIC=a93mF3$^Y{pT?bUitg<%n(28&ENIwwXciGI8$zVC+Y_Q>%ljivz- zwW+MSFFKu{lq9~PhaXelKrQi`cF@fTizP#zlRfgW{0_@~@=#mn+8bQ=+VwS50YzVQ zt{QdpF*u0u(_>7=Dle9)(fZhE-|^J|nu}L`gVaFwwC1jKjasLmt(~1idg!?`5Jf+0 zs{UYbU{QdI`vP&JB>Bf1D5Gzs^EXgVh0gExn4{#&6A)3&4!mSDAfrjtxB%pT&r?5w zadvLbw@N>=+#l5Ju54`Uzu8nxTv3V_;YSYh`dp`aLS2>4E&119#LxfG$Y<>(U!peO z#N#O1(dzM?31PkDwW;#qCUe?!79Zcr`PqkU-0bYHPYlPFk1}~{sTp;nj3>rIFHbPX zkYw`P<%ZFAWoL9*VdCBc$dL@FPf11BkwGCi>;h5ftF*rnkL)vCkGj6xKZ||!Lh2r# zM&8!)@IKwXSn?@&wmA+bmW%w%bIv|W`ZLe7tZwLrr&^)lru$$?zy-bMc?`-Q%2&&v zW8Aj{Sr!P-(rs)*kn92+w~gIv3@+1TGh@k7J^q4T1<$|zl+QM@*e9&Qt8`v9#9~bl z93>AL!f$p?EZycyKT~n8C`0y>d0t1`fq}K7Kv|%TJ6rOCRGfR3y4;|TpASV>ib_jJ zYWRLi<>5+dxDr{Hbx70HZ+90&G3DGfax2uM$(i>r{=v`JD=#mXXp%^rR|hW|iz_8U z$x0@pg3^Y_JMB>F9m)eesi=biqmTvU9YG@^ENG@B;+`i&{n9QYAV9O9zhw>-D2b&w zesi_oW9n5oPkRD)K^8Y;&8n-(5RcjpW%M&lLtd;CPwbbaVEm~aDA=O^=P{!O>3$g9 zzTFs$b>E$A<3o>zhZb0Xi#>Ye{^1RtGcDO+h+j)`WsVB7mb`Qkaozl!Bbs)x`s&G^ zYm`bw;w|dNi9VwQV?)D9nyJ% z60FC;UVqMAhNy(2X~fhYE^j$KTXF%F0sA>TW&SsN_K9N_4jLT?2kwau@3k$KyVC+Y zMRF>+9HBVZ(f+GIA1qPvIcGaizpM?a zUFui&w|ok^!2Nn7?-eEM=hxq`<`WejHcZNH_4s1J@Wsb6N}hj~hDt=$iNid>ubT9^ znt*LY5;)(huD|94wcl`{8eBT(-oUz1?_ zXLYKHBV@RWOY1^O7|$X|f&HLi9-?gBiLoNrKWl2b{;RF6@7Ut^^XGjM#_q0r)NrM? z=r8}XK4~-&(sIpwF@iN;7t4<Ad zaFU4;Q;cSLi1PfV$F~-v6ZkOV#Eun#?%zzo%JizcWdUmBvD5GwloxAi3Mx)}nV>{- zqRjSlOr(HRNy4|M>5BjxAhe~`-FAd6mgc~zUHW)e5Tp$6%j~CCbZKd5ynIEU`6Wlt zYLu?~h&4btj{SdOp^7r9T7qxAD4j-7O~S(VQEMb7v!Bnn<RLP8u%ehaaygM+;7@6s;hpdL%tP;~7}ZzP4=CK*t3 zIc(d&GC#U&_+3*wuTSMHmZe(W4zhm#;UfZ8quF9xy5b2ToRnUjnE#hiK;H2Ydo};B zc6pmwzeT9U%cR~6lR&){i3OfKGp6oE_okM$j?}uO#FIU9B0~}1$&X$B^)9g zf_hK-kN3+Lkegzc)f7e7p%Ag8$aaFfxkFohi;?G-)=i%Vd~23}A)t@J_&j9vmF22g z58j@yiD*q;@2t@&Nq{%AfPg@t2k*Jpt~OR`Y=YO9e%Q*g*GKyaT_s-ZEStczco^)=*_75k7? zqfmUD^)AS(EZ1qRtBMN$gOp9cHNXlBS~tUBg{S@pa&Z#0;WOU8r5W>E{J~Y564?X=w9MzFI@hWXr`GIQVaR9(m?D^WFeYkR|7PjscIE63E@N z`uXkWpZvGl>Nop0hwFYY2G+bQDk@L>il0BcjLSiTcrXf;AK;x~1+TAl!Cftas0#c6 zVulUWPzeIBwFUwgJs1xX;dH6H{Nc6{Iet}u(gD^rawac9>8r2SYQ|BM@KOG~wVvKy zsXkYb%Sb^0RM@qxb54001+{Cg5S)?zUFl7Ebn)t)m!v?T{RkS$_#V}O099IzNyzUP zyl5s*+^mFFnW?x1Sm!Y zx*b8#_2NYwR2ncz|E?{sj%-=LtaPJy@Ghj2sQ3SP3pKS=1)ZQ`Gg2U9-4ic&?Lra0 zHESdy^0?g@Xb$>7s#nWANSdSqw>K6SEzxjn-zRIL)Gm8)6p#+8;TzxTT3uY~gwoO4 znk}|m@)=<4n7QwYpKmv;xwf>lIJZUflI;&e#Ip{CQcIV+0HG}v<+3~q*3eU8h7c}f zjhd3WktDD=S>X`_9_mY=E#3}o9nao5CNov+H6nwu?y~8`pgxHuZZ57q?3-(+A^K6C zk-5Cur-HYm0%%Sh&qK4t7-SPlHA=-9&$v!yW@o#pmj7l65la@0Ke3y9AnHG3LmTti zrL4it)pX&1>rh5*sqf^}Lv(k#1)Pa;Ne;cJBT^AV@K!i#Ag;@lC%;LM+n45fd=%;X zCHI+z#!k9}E;QaS9Y;zRSYkzHY$|_DX&UotTKunQlZJ0?Jh6SLPe9Y}0>>Nqvw7RJ zeU6C4F?#8$joz^K5#i>cY zwjy&WuW~J5&3VgFD4{f(Qy}0$A_^5s(G0ff^|j=mwW)u#{k>nBrCBZDY^ySdMxjg4 z!71^a0k{^4CLF*qy;a(>1`tQJl&VbIzAgt-S#ERX$}x3fLbY{v`&M^JjSg* zItGEXdNZF%+c>XLBQ&V;IxTd21EI0L%58hrpw4GCRrZrJ46cBhNPm8rpm9t1-9sM; zlO(`o3@m+cLc;UXSS0c;)Ic@5Ga&&dFgm=)!U0j>uht8V7gsOQt!y~IY6+clP&cl( zO#CK-!Sv<6`T6?QtBWM9Eql3Uc;A0db*Z4PC1X-X&LD?T`V7%Tv2FX8nEssn{3lK# z=SZL2yZ2VbW!SG4cb{q(e;+lh^_wt6kw1nK`m(fr6=5Or zGG$7-%Yr(7MJEj%ow_KNgx){>*BlsMEv0taT0?%4bBA|n1S-wo)zzvx?*DZ3`I3dI zyd|f55$;>^na%sJ4#Q}tJX|>Wk6vKmX0}at+CWEI#aOMD#rz{yN}2mZ?F=GVpwN{Z;zqjICFY&Q+|xjs7fTGnweI56$zrZc+cJ zXlb>0dwY8hZ9^`zIGPi^(4Q0A=@JOfJM3Kp{$C{@gP?OIf3+_YO%MxKBf?8g+vmpB zm6erQC$owQu>cW<`Qez8>3MIWq6h=65dB_M{VB>xF%Dt%nz%TZO!t>?sw$q!p`LQ6 zWj~o+Rexc6*9;nc-~MlR{KB`ECaQ_h@U!5+EAn~?RdRDoZamJN(FByg1fjlv+_R!z zQASP_YRUFo zZ+tadd3g?UP=~qGyz2++o!5J5wTz98C9Hm2>!C=1aG<>K_2qIb2j{iGlWlS42I^Q& zdWxRpQ9U<-rr({w)lHT@36O{0u0SiJ(%>Mo534#wE%66JzkE&Uw6)M8Mb}IA87ip$ zQYha`9lncfM z_|yPE9j+vr)9^dB*Xh)oD2gsU_L=3b8wYBIH2U0~%`T7o)VXvko;eAgPbz-d#cb?O zZ&B7+NUh&VRI2L&*w+J(O74FijLWC=Atw+eO`#p#|GI{Bw_Lg@b54p%$NDYYyX3dZ z$~aK_UinlrM@C=ZTs6^$RfE&$ugZmL%0y0Mh85e((MZS_9M&zMH@;&1pXfatdWC$F zYaFyw6L)u!Mp?HqL$i86vKHFvlgt1*-Z>~=lcSikz=Re4g{-C1f6GzR&sA+NdVxz@ zFMToVnqpiAn)b|-3K$I#vFZTxMjE<;^B@?^Vo9TuIXQ_yfd{YsFy-X-{RCjEXq%Sp z8>vb_x_J%zjm;|rv@+E`*EnrDOB6a+8DRdsbF!`q4Jst=Fx5C0BdVe@l$k*N2d0zY zDj8?5!Vr(|o1>)c4|mIu}fIFyYH^AF@;7qVB7)qn96#=q)42e12~?FoN$C+sSjeR7s$-Ekmt?Y z0BLEM6LJ19gWAmfPOcu<4I z;v$^2NEwBxeR!4Sz8MobwXXI}X{Ia|@m%Dor!Cs`9ifKEEp7E+T+Vnp_C?LuIf4NkG7S7** zizPU;{2R7lTKGkI_U-6PUYG}N49FWw_V%{cXs)Sn6WGz&Y^Ao zBT)90ifH{n%`4>;bMCJ%^hT?>v=_`DtaFz+x7!5c1OO*XqSuZ~|GU`MhJNt^G}SC^Fs=&rWlAU+9ks+?4E+_G@tM_2$YdpK4n7YbqG24qy7@II zNE`gX*NWkEQYr9X0F0+Djv`ym>q$Oox>noI7ut0@$`PH1V8$z+DxgNI+{)HmQ*sRc z(se`tyl$8sr}sfkJG_)!nGizv?)uu?oaZEih0bi z);SWlbq?jO2ozzf?$Cm^FMDe3KDcg|(b=QL>hxQPT3F zAiZbToluFWzZ)xo$7thCu8*9wXPX8L9y?!fxXWQ9(9Dt?lt(2R&kg$5aOL@*Qg_P2 z0>y`uezIl8c01{&g(-feAn*}m%9HM;Kd4`0uEcpWoAu3pNe5N6srVfvVTPN96&oJtDB$! zT7lM-QK>mTLf@{2#0^I}Y0iROCWp%>eSOYkRzT_#;r_=A{pRbz0Bv-6 zm9yWkahUrwED>`X)ic2cIj(~w$MsZRdTYtE%hCESGnY>;4T#%q6+3TIqR?ctE*u9U zw(2cgk;JE)#?a1$!M005+Fh5aF>Cy-M#jlm&s6OB$Tz5X%{QfU-dBg<&kn9G+^dv@65mEtuF1yUPZ!5 zGaAZCi>!Z0eR2}=a0ithPA<*hP2>3 zy%h`$ynvt8x8By;&8+}N1vTAIC*|JTUO}EQU`I7tm7~@RmVxjg8;I>EKHXnGL$7fX zSX@p5P53lXCofi`NKU=Law(K#(UVE@<3E3Dvi6D*vJuXbsTsT=lcwgjMo=EXBnNzp zB(PB0v!_k|-70x4>qnrLJ+F9=$>058wW($41Ncn%KjgtabJ9j0tTv~#Img@0I*8q8 z$s;oGH=%jPVUF}8s{{v>`GG+u-r3=Ee;*?m-oiw0qA-%iZ+8D-V6QiD1IEcOS zqGoWO;#^T?^=oj)6=+=oFxrTA-vKJaFICTKJ^apQoQ1kf$Oy3W5eW9F^I3!Y1`HoWRM7dkRQDWJ{zv`8VHB zM<)5i2TPIfAfq8GXXlr##VBe|r4u`p-GkHgy-6xnleqAKfu^Zw64I38ZO4!itVwssjBPO~Anpa1S4&UmwN^eHi|-ZlT0 zth38tfc_!{PSJEP8Z&^G7GH#Bu)hCd$ZC{Jit=NoWah8m(VFFJa`BLW!G_vSf*1J1 z7uuU~Whj$_aa%|T@$mw(KXh_@0Z6>LjRsj2`}DLY?-b%iR9)J;>K1e;Yd3uq zoQ5G=lA*S+86~BZaLHXe=9%=gsQ#@v4XeT3>y}3(-=*ZCo;o26PPo z!jEe)Dd^TsEy5G;MTcC;fQe4+9S#BuGgZ{ea2a=^kd2g6FdnGj*7=shY=D**tISd6 zE`&hG#BC9vnpwhkh8mWSesfkwMn*2;BER?uxo+Ipp6|L30ftVlx-}mG+ydj#gS{_3 zQF^YjPBG{Cf58ld=UYEs?S}afa}&deqFkH+yqb^JKyb_07jE{Vpq*A#&uW^2UL!tci0!?3 zuxrII$O}r=8Zvbh(YOot=3;phU*_FR8nbQXs<0!Ld44o|?v*LE_BK%{gH)k&FwPMk zy07=k=Or~mkzw7r#9eur64roY``NqX~lIE6* zCW{-$bc6*(O{TYq3h&~V#Q&9iCtT~kp+A6CV!cC|Oi46RO7q^z0_z%}`9vRK;K!XJ z4_^>tQdz?S?TSLGaQ-*85#}nY)~mOsSOgUgUW?g$cjBWgX~=u!xvO5l;Ks6-ymTkt zlyUX_+HZCuCctoxpU!xLa^?)hb;Wr_T_(JU$Vl6<>NgP>TKcL{;xBROz^bemrbeEI z5fhC!xgSy0D7Wg{!&)NlX+YB!JH#1(0>Sv=2$YtM3kR^vdRGh!HT0eK@x7)Sr0!fu zTdDXlwHuPj{ii#P2=sp+IXMxZn*~*FXyY2IZHF(0+WV!&`{~<)uU#WpZ>rDuhKQ~C z;WjRl|Ax__eHY`%BRb7Tb^=Iq1xG4|fkZ3$;fGXQt(0>%!Bhh=?N)n4;j_!*z84uf z06wT#zbHcr)6eFBF01pI6VegaB1;_)4x-a9`QTq=eE zJCgiBW>)L`t*&5z^A|F})`}Fty z#9ju@l9s%_?K7Xk)Kb!)KZ8t->Or}P3nIOK^QuUR7}Z~@Z{NIkrO!TdF*Gn>ItD4@ zil>?~D45zv0eB9CdTah$9-%Q>)U}%gdh_s$es?IDo6Me!hK6;QRvB3EqRYR-01a$8 zVSPDN#D+I!?Z065jr~c>;bDBP7^Xl;rahTlO6XBEpW?2b{N_$rukVfol@x~V?cLY} z_(s%tr-omVluQ0fWKfWe$?haf(`radORIRQLwnJ0ul zT74#=ahb9Dsx#z5fl@(vrt_9cCzlWOetB8W1Jko`5T%K?0#hw8@%>VCXeg5?1lEB6 z>hy803e81xA(z(Rln#7?zv1xtb5Hv}NBIVIe|s5s!0KfzRMx1-C5$FF{3ZR=aIIpP z3?=FCr4geH$f{VxMKwUgMy%Y4r({9h94_i5)F73bPwLZ0$Nl@)eQ<2mxDCq5-)9-z zpSxCd{anHp>-!zRR;=Wd4#1T{Nbtl6@PVv1g7SU3HOmvc$JB0TBLc zvmt};6a&*}oMQoLiG3Lh%4@OKKTjNzJd?v2*xwFLbEKwUl@cv!^xcH$693IFdLMI2 zr#!J0_hh-~@Mjx^#1IQsm2S6Jlo!en+)sY9%1@e+}PL)l5fO&H{D{ob~H!fN_U>n(K9HV&I5 z+UG5l4=QWb(_!+D^Mo5q%pBzXw%5UKgZ`;k>QAYG`{xEi?!2-!zNPHH#-3j(b_Axv zVeV$qAY9fW<^~+l^G15LY8Au8C`m?6X|)?~MvP#BPA8kl*F{kXtjP44p199&*xEW< zJ8m(w{?5)$d^l*qVWp(xIqu*1A#azBEiI>c7f@(RWXmujJCJGgX(*L&Ja_EOr&9zM z#(|u)sOWMp1*&bUUU;YAK5sde>z&^mF=9GOMlZu}u@X}zlMvnea(Wp-?fB&h02i-2 z@#aNd*8rswn46t_I3;`U9j_80iWNmU8T4do={Ka+hYc8*E%De%@M4TR%$N0;GG|C% zS8CAzl(tcko&CXx@3vlL(StzIBZpC!24AHFxAX-|LF7J3#VC`FZ(wLYb@wpb;t8@X zinHDMJE5bZk}SG;h8QNT?8KPo@>Y$$T-o#}t2=nxEh#ULeGQh0aUq}d!~Hk5S%FPO zE%tt6!SpUb46LxD@+*Kl2?A7I;ZuX&Elf90!X=9&bQKD9nj>y!sD0T31D|$W-hp(b z3yZxU^k!?&bmXf7EjY-Ane$(FvUDn3#C+4jq51ipkHLkHDkk%m2xN*HXCSh%6PWP}if@^G6yt<`8Z`y;i(j|(4;BZCZz5@) zO+05kd&Mw_?Mtc{GHLme|3JKH0T?KOsw;zOL{`J43Qi=ac-Nq$WDPSkAAf3)%G++` znLSj%U=>lQ?DPE9mcVp)bGB~a0Wo?4cFca65FT&eh6`Ao6gdwvwQ6LO0fb8PBa&I@3^eJ=&`#; z9^uU!!vJZAeHmn$Ua2PrAmIuA?y$p>o`z&`E2r#@n>Q!1Xs4wPBgPh(;?M{cfZ4iw z>c&~(5_6~ePye7kKE64bB^q9Bxf5dZC}{Ts$oI*dv#vH}J_6KC0-AJEA*#!G*(57(L{UV-5|pn~R&(A{^%En+%l$ zGi$NO;^1g2dJO#Df+yM)znI(ER>@Mo?-J(yG6Veqevwt2ax(jQ0?jk7PJx%!vJzc* zJqDg`o09;aEOwYO%E7GIS_q%`6)q87Fxp0z=Xd=K9^;h)(r*Thm@1RQB`6rQophe@ zpp*gXrbOmKkL^?xdK@OVtQ#9G4|%H(F8lt&enisJF$-L}w4J3QQsvL#YqZR+QgSY* z$Yg!%Y${FyN7P4)ffv(XnrQiH06n`q&dvP?XOG*CTE{{htfQxwE6VS4qa3PNhqDJ! zGt->sQ+CXIumZ4*Bz&SS*4`u!{hqJ)VJCfN1H8y#3K^u?Va`}vy|>7L8z@M5l^m^P z|J`Xwbj= zU}8#ogPlzLW*VKG^q>?>X&7dNi%Kdq288C3lG znm1_wXga{oqkAX(jzPTIpmqGr8Aw8D;_um`%3tUB7;`IRXBTdt+0hmfS~1iEZMt7{5h-!6>DM&Jwg|+{b_5VcGfKPmKS3Ck7MzYRX;V=zm8( zWH8cWo{i>0zUrKWFoSi*Jw3gM2nVYqT2B~#m5hr!D+Oh!S}#FIWFe(I9ZYS|yuq*X zz@7M&#B)k1z4!RdN8V)`B}_NlFqWOo5+d;Gb_-|7LB1t67ihi5d#z)D%z&QPUKXzR ziqv1A5ZS`)+5;-js?lSQkC0OYxw%5jg&3vNKOiVhClqTjiABKBnp8umAXnHienmt(;2|L>ynayz=UE<^l z_);u4bX;&hxq9*r;-PYJwDuh|VWT~FCeC8n?`Y&h1_c9+ea8+ei!l3xrQzX@20D2n z)ayW|La`E1CchFA{FYv9;bL^Pi_EjRVP|z}_g5%O#X2J)lE#SvXamcU==ymU)V=9C zgzKd4{C+cf3MH-mebvD=kh1Qbe;x!h-SiTSUWXuf2s@T~b!Ts=d`?ef!1AuLOWlf8 znYP}J^%6jc{yXHfwY5jS}nknw6 zrQUB80ATJ{^t>Xh1*xNYdJ+4-v9V5o8jQgap~if>MLBr~yNtx#oX?rMYs+O1tv_8m zweG*QCx81E=xqQ$pa|zq_&8g?CIJyzgO$8BIH*L@S_4YY*hPskJd`0DpDsgYmULA+b1pAHuMtEf8+M8`G6^~%ez|5Xg^!B9rS3U1h#$1#6T!PyxtMr}~>xr1i4@mPR zb{T>E8Q;cBNfY7E=<4d^x@izv31R5er>EO47RST%yT3r`vQHm)(g1%tL-`!fZXF`G zS#OuSoq(0hTOtF(NSTprHuSQh)L-O=hOadCOZuPnc^`ane|zPk&~#CFn5b(NZ9gU# z%ii{a_x`pp2~3Djoiul=8=!ma-th7F-Wk4WyVFzV=FG0QNX}QQM%6*9f&2+JgpzrN z+$#GF`pEVcvxuT}gA^fPI}K7#gj{AyG&T8HmCI{hJ1+M6tLJE?iDC&Pgs1JGoAqFB zM%q{qhL^Looq$~qWk`X6kb=nOJW(ixqGA3Q$K_z)+gP2g5cXsGvU%P_Mvk3L|Brq3 zcb0mC_nDlUK}?KzjQ$Up{|#1nVCJmU(k5W?1XTLExt@<0tB0Vu{Ax&35=wB%u$RdPvhJ{Y^Jc=_>2MA3(9h{%+*)xEQ{I3_YVJ*ZKt8Apsc5 zKjOp^U#{rF7~eq2)onW6*T@!T4)T^UVA3(TMriv|t-mU4{(H@f)TAUYuoX>^4`br* zvVDMI*eCnQ`q!Kod&p4%xSp^9^OU2Ln|-FnfyyH-{IT@K1q)NS4U~V|(q`%PWXUrF z3X17P<%|1><(mC$)t@tr2s}{TSXsj4F~Be?MJJksXQ1EI1m2N2`V*CFm43Bu8P1#R z`>c>)|7+yCl7qa3-g#U5#@-McNp1d7>Qlh-#IQR{o%;xsWF6*|`A4DfPSdL`yG(4< zS_Jh(^0(4mKc!OVB@*#alV^x*L>`SZWx0Hy)hDxXKOBE|(cU+a#tPUKI?tY6;z9DC zoUVX8>1U*88^$i4o|J$~O3L_UXvk@jGtRkUOp4-{t;9K{r>xi8!LH~gd@8yTt!x51 z%#8rK^~Hx_UV?!Ug$dcqKc}aRqeSUK7$}*!@iBBCj2v)qI3qdvAnIyQ1g*eG=mq@v7#^lXBJW~0&PR-5ESJ7rO~A)m z93BREzV{BznY%|jM!#1#0qNT<{Z)_ov)C{uCw=Kz_2o2Uv;p;8Lxni96M9dB8aio1 z)fwhrWc@<;R`^B8)g`*BCHMQw?Myu;ys3~5RHp#F6c7nohq0EO5YFPQuev8!^=KDU zU-hpMC3;&42xrn)BPPY18`IwLViyXAO=XiMm2TStHte!G*$^$yijOcg0jnV_gM$9^ zWa^(x>}*7#&D2|0P(PlrPMPyOy(PmA)1MqGf!}b8oxO`bfqWDIYG+`o!8X!KHYy0n z1Nn!duaj2(O;fyvgFeVxH^T>E0s^usYDSC*QyQJQ1D3NM9BLAMMA}Q3N&t; ziw$7T@n_GH{DfYVop0$0=gq#Gva>napzj_zRk>07d5RfbQ2J}KDbeBa+*Tlq4JCcb>lCM;w!Ke zubBE}M?u!)&Vw0Egb+I@-upVA)U<$f)Y`7APHLJMp6U!4JxMt2?Ck7Xy*~wzXWA=z zw%->6VX7L)Q}0^p*8NC`J6bBZrS40(Y5MibBuv2Os{70(ns8|Vgwu4(8NvW4v9AGu4z)Q#Lomjbj)wn!EKev^QYVx^&E<}zIE zGl`8+Di$2rsQ?aYJ%*7^#NH3lx`Qb<=1*4n$9Nn=N(Zk!fa7vu%bhtn&`<~EaXX+L z@jXco!&EB#UOw^?GZ!T@_C<3cS@eXzwBDW;SaviT8vkNBV3R}&S_~wK#w!uR(VqiC z-syN>{dwD}UF1_N_Ei%mOlFTJMaNV(m+7`vsAoke?zGQ_--1?A0YizlXrCpKm5?7JZS zLeeQn{D$;D4{tt-2QGdxu(0x7rXcWffg$G=J^SA` zK%ma|Q4lqmJ;`W4kE5c3JT2MJCF1KuHm<21$Z%$v=bX|k!9VDjBU%yswx@%qlpuEg z5)id2UDkJCGgsK%S%#^Hb%3$oEd!45ymY}k1B4wIsofha#sZveAPv zP;V4sNnQa|V9Hi~bhzR<2Mb&vu^L()Eb?V=|NHa(hdh-Q`4rs)w&ZtUm0ePY5kn!V zU;^EE{u!K-37g67CZa6eKy^~l@Qag~$r=XY4b;zyWXK~<$KEHQ6$k>pagHc9gb0e_ zOc&`z?(ERTWlY=pPOZ{IUlNORduW|hs`Q=?>z#KV$+qd>|_~6Kh%FKV1BZ!ah0rk^MMSl}!MoBzt@b8?<{59NSms z>W43!1t_I(RLoXM*rWWu9aor`w+5xsh7;$sWjG6u{$R*FZxxtaTnM}8ow~6xmUd!i z@tj~adDn5W&S{Bz(o+ve*U6E6>m}svM|nEb2z#YH{yCGP0h87P9;=8zXfD>C-^?uv zliynC@kJabG8q%s>J_~Q(4z}(qbLgfP>Vj-s&76{cMwj)*kclRr^dal|fb7CT3X%BL)~BHtsCm4oxb@lqbpC{EeV4Jbke=ua z^&A}?9SdO$?$2g!e0YL{NG*nzfT)X6Z4PQCC{`ZIWX<;!WV;W{%qG0z;)D@aR#vkz z9AXz3{d534N?W9CFUI`>bhgH!1pF5s%|D55`7PZL?$8*PbqFJ>WSAtKWdVfM zd}q4y2N^ASjQ2er9OFFYA-pK@9G zc};=f;ht69^|}2V`XxJJxCA*hk#ZD^5Uc%6As1WPGJ+Nk(=-M@v6KN|!W%YjD-xZ9 zdcg@bbI$84$yKpmV0d|{K_Skdx$-b`OOqP(H%vOM9K_bZ~X*Ua*BY;3E#j?J0lWh>7q=n?!}24hb53v2U$ z&bA2=xP5mj9 zS3;{Pk>w668w#aSryOm|M6+7*{d+X@$~GhOam}8&b8WcR(7i5Fko&#kni;;9PI%e* zB1Kn>WFkxQS!m6AxPY`~p;%8d-;7j=JpC(vv;_K}mqyi@lKJ3GuBkvQ_#o=*bvnCQCUkR>Y(NQ6E!fTJ#oOb>i zjG~>mk^0dA?29$4sK`?3l10J=L|^nHzNAP=T%*5H5nn-MYSo$;bk>e(7UfrmVUCT}kMu_f1 z%Hc5b^e4&4u$OO?F(;p4?ig*H{&ZhTG{vQzSA@k#N$uz-+-9$p)>`x1+O`+buLS#HpsYyFmgt_c&t1`Z9fcD520qL^AvaSVJloTr z?uRl4`*7QA+#CM7>%Q+TTdp&x1!+lC-sIo>hskk2n}m$o|3+wJu-=N# zPhj}u$SG7YwqR(VtvY3=?Z*Lz;zi@9R82e*opR^><33|~IXN_~R$28jeuybC86f%d z%vIBJnn=mO^YO#RokS(k97Y1cuT_xARdg~T6)z^521s<}WnZ}&E%iSYL1P(OX=wD( z-?0oq1%uacGP18|Q+9@U`sd_@tneth&Pv%#{hC^RA;*49JC1H5uKO;~Ujv0)6k|Um zzxSEQ#MpFc_HFGY!hp+XS_u}uXqPBr{&F{>XO6e_>D7ybNKMU#x>3+ zQD48K?Q;(V=Xsg8RA23_Ew?V<^gTVJrV}`l=S#OswN@%jHy7m}IUK0WX|Wp};{OuF@mFdCg)IckBq0Pp-reqr)7>}rN!KP~M+FrhyZ^BR(TP6za@ zs5$R_v+H~uA4@agt0u3Tr~TPU-})zU-lDzb*y7>ckg2ogvPzY|_TBWc3kUiu;>QQu zK|Aj@HZG-g#P@GF;G?J?FODoIi0hBp{XDaBSfx0(q+NB~Hz1+^X}X$2BtB0MrWRpF z9fn?UzZ%~iy5c*Rm3quGzUr1eyu25)RQ=NxdnGbH5Z(T#a(5K)WH05y(cjc*bzfzM z?g|T+=PqcNax6O#Rq@8pS$N; z$vo_!=9;*`7`Hc-Y?FR8>+!nN*RMxQ44`7aw7k4^R>EOx&~u~ndi+N1*WgD(OH%gt zdoTp3=Ud&Q`9!AaEc28Vi@SSUbK)!SJV_rM^DNFSsjYZAxX>L>ZLDw3!W|vn1%^%k z*TlSq=peMQNhe+E<^1iV*QatlV^u@=-3QuA+c6SwjDy0qk18?^ez7iFmJJ6ci;nh| zKUJA4y|d|Y7;Q(jEHM?d%rH>AK(DT(=rI`)-%+L)!@AEMN)p1{<>qg{lO|hu9P#w& z*uhkDbBO2jp07@SkY6E=6yy|TxGwkxfndbg9B^0Qtt-$zKJEKe8i2{Kd|Ug>7!`zejJW*qYx)*`tp) z3WbiEYd%aJ7gqHQzIkv7yS3Nc9BU zS&shkK4vZly*f`KRUme5?J1X%C- z2T$t>Z~X&gW9H4Us{=GSSjx|K_M&uzW@4g2tS-h>!m`8&BvCC<+kCxA-n9KQ=lxph5BIi0Qjj&&uv8 zu`zHk{IM6I^(~-ZISi(0p513{s2c!)=ZAaXl=G+0^cl`IE*ZnidL#DPDdAy+R~w`! z!8~(Xurp-N8EHLX_=<Vb#)F&TEWfXCotQ7;`kmUp zI@M+M3ElJEkKHXe0+LI@w)*GE_e|zS0(Sl2JD=ZT)ipK=QLXI!V_r6#E=a#5B;)2k z&Sms>wEAN@7rVbcwC_fzb#N)gYe$Kc38(d`#LIrOTkb6{`DWJ|BjJhiTCHDqQ0v6Z zaYceXDg7KDz4~*_ZN0MjvPtRF?oXFx$E%bty^fyKfM;vAK05X+g?aea+{oHjBYMGa zcGuH8;$uaqLVoTaNJUTnagHC^D2MEc`de>##5X%ymAPbIXLj1MSMrM^pW)N|Z-6#K zMAV7tUZ`!@bLTJOHf7*ip;tA(%r|Ul67tMlTKt7cR1h;fdN1Z>N4JPn?Bx}%kk~y;mxNSL-lAq@um;PP0!8~bwYuoGM^~tgbzp5hlR|pjuRI&} zTgdp(l?xhFG2sb*oQIfE@BXx6y0a+MjYttEvmx{HVqx78{&R1({&6;09AQ^raDvy@ zxbCn@>#*iD^sk>$cSwI}QdX?RbrZxoy+V15*kvz1t4yH_M_dh6MQ{1#S5}qdb6-0g z8k2N*5}#goz*Sm!s^59@2VN;;`Kv1K;M^}c|Z`>~s@l>}cJEj8*# z^yF@U0dLXk!S6N3ITj?bgQZ`M;0y&uZ6ArqDm`QMbb<$|s?b#NEVUyZyr6_bZoEiT z(7n&e7IK9`nDjvR8xRkA6@+g!(g+LhzkFk|#rr+}P36@G+mRCcgm3PZE^iJt&41cu zBt~guG|ul1&F)tGl~yjk*G&)mu89ph{;~j4MIZC>R9$|buLFbjN%Fcw=1lHdL$spX ze|pQ+hF~W7vmEa!3%4AL{iQ6^3Q{n ze~Jb5#@FFtbRJn533U2ce0CTVN%)*&XWX-Y79~kR;9Q-cKeg*h(1~eiYEz3D|CA9Oc0Y0YWxFS@499YG4O8h*S6|BkNk6s27D9|xnO&;(5> zl(|B|f}aQ91~>)#R$y`e{^QAqiDFVUx(_ciya$<+zdg4mTZzpt!OHb)s z;}8KR->DjsZZg)Am2iqYFh`u(nQiCkh&D#i!AmpE;m`#f&=1!*1OX2_a8Fak zh?H?0nPX?Z#ye-5@Z56+-eD3J@C5OH7JP{+!=b|_Js$59hdb>`b;PM_wuw(vh55c6 zL;ZZ4A@t9J!42K)#ZG5h4VH!+;ZtJNx7ggi{^Z+xRss{5mzTG1=ck=D3;MvzgxE>t zxr*)PqJzEE)tQylkosW0?=GwZAFNXWAmZNF-Q)>>cNj6Br9>+yJhOjls5o;R9Qb9Y zo%0t#J%4)-217&*ZQ3M))p2Ps$Gk;kl^(nPUY(2$N*Ntz9w$te>NhR5qv$| zv*f}t|Fn#Xojr4DaII-ZAJM8|xY0f5DdP0c5>ycuFp{qSrVRf~%MQPNeYs0xn{_|+ zk6qaQzxOwoMp2_grxSO^_}0km8^a$v=aaZc<914b>)Et{e;&pfn!}~JW%OUt;n)>_ zJk5LzzU=XiK>yOWE6~9YJL6DDqN6zS4!`UXuB%9u9huVIEs0X#4j*)E`i)I*(^5&h6q<6vi1*K&0@+0c12j_^{|2%u`-2Wi4*>eM7TivMhXFacT@a?Vk ztvS4`6YcbABTLY>9V|SFdKSzsfwR8D{?;q5Fx`JnnOUSa!Rs~lNBCb00f;f`bY_>H z?O})Oa{nfA{VBu=m8!Zig=Gzx?heaF=p&$p+?29+69kzQHEYX%_N-CwgrYt7T;31v zl{QQzD|N%_EyhuG18B}1Z#F{2_*(Zr-zIoS0PXNGgI54i@AsZ>pu@co2m-bpHvTg3 zFE$RQZ$y_RV=uCDy<<+qa#Ik^GsJA+OKr39Iyt3PGu|{1JwCL9a_2tQ_P)o6vTJ`cz1ho`?h3t> z2l`AOsAkK~whdV+2;DGPG#cJBT6X0mP&=>oi2UhqB9FJA^AlG7Qe5)#ss@7NpR=wg z{J)4CDVR`_W2Xmft0+|lYL_hP(7T0p_>ee!f0f3tGxhoN=VH_?zS%{UkMOdBu}UAK zPN3rce)?SvNg6$Cqj+IW7UoJNQ^%`4X+1Te0D6A!kbd{gg08!q+%3Du$!6UMD3*Vw zoK+}@0NUfQCsVcc?wESx_W$Me`_Vl*%g+Cs&gYy%6X#y7JWyouc0QrVo^*r_$ev%Q zx=*(ovWzj66aTFD=J`EfwIU0E)y~F${X^!n{{JE~q`MQu;*zleta+)?egv=Ghgq5y zePLvQ)Sx@)S%CTehzPTDf21`9Y~J6}+Rc2&sP>-Z*nv8KNcUO{CjP+KIKC95;-WG3 z)bj(s$i6lDBm5U3B{nt|zautwb|P3(bQf@NH8Sr34zr_hPZVHfeyO?Z$hd#Lt-j-5 zP~nYXFI50)={dp6wGVrMy(^lz`S%J=?lH5T@ITCaE@RJBNVWQxxQ3vm36vwE(grUN z)T-YHm>*mxa-wOGM^yUW;vv61JKzuHA|rQoa>pN??1HI;!pf9492Hwf{G?JajsLN0 zzuxf~2-rGD38y=IV)AUHOd$206MIC4&;6UoZ(;wBnS(zxp|>ofT9m8bxV8RsdO$Zh z_+Z=Y%W&q|F!U^fI-lU-J@nk33B+>WKO6_K{P>5N_5Lt({TSOGm0|xyWe3%}cXMC5 z`)TVY!#!1UdJKla76$`hlnIr&w|G{H&sOChQB`PDv%tp3qdYMM;7;)5MRvsh zq%wU2y3A^PD?Z?foCAE2O8&xyMC>XeH7m=%WDu?M50HT{-3Lb;I;`=MF3_m+Fs9Oq z%Ak5L;*+tC+FzNy3C<2u_x=!r?Z%#3ex2}-T4sy(tPZG3oXhd9J)7XJ{T~a?`fr&X zS@(yTTmFlg%`|ppwk2gxW}EpZVk4jw6)Kg{yP|7%6=oU{?`-liP-0b2YO#{#@2KK$ zT(MIdPSk5~dtiFD>EnNVoJzz0172n~ls0Ul82|b&8gn=83GC%R0^3Fn2t96FuZHC@ zR{{mdtv^Dl9?|=UlPjZ>v4hl;a@p7QY(YXv-I%27H?*+x-)a^ZPxhq-Io!i0?+x1r z4fA?`Q`KDL(_PfH?sBg){-5&;kwiFMMm7QU;+2f`p-%YP6z*A>C}XgAxBtJy^-UVl z!T2b$VebIGFwv1ZVg2R{_q_k5k|C_`_y*3+M29nPt0!UA_F&hcwui9l?5A|!=ePfm z*DU=qG7cQXDAy3uU2rmOsSGq!GC0@O=3v?&vt5yq^N%Efpb@0NFyJvzq8s78L*ASlTw`cXqf50c?^+i}w23de*-yLpaEcN7mhQf-qJDmmQ7a9J|!w>})#UBPR zKYRCs0Z2C|MJn*ihE=ryeOysa*fqlcfN;pE+J9NmHd1ek*=-v!kbUR+m@{~;M5 zk$Qk>g=UCnjGy6fdzf0#3Vxk?CM4XCC=W9PcJ&)2-;boNq|=(^Gp`#H6H&I4i&v3- z;vB~>^ARXk2&Ys@52=(W)h4R!Hw#(7)p^5z>UFjzMIUr41{wr9L*S-J;I~%HMWun1 z+{k=vn2UhI;B06ViOZcT<%C}?<4j+XCDyE?uk1f52z0@4XgqfaVb5TVzaUyYgyzhv zP$%petm8Z`x$}-vnXYhn*s{W{Yt*H{f?~Jl{0OEU?o?|X!gc^wKFP?+3s!;bnsLXx zT3LR_YzGwZn@mfiT=cAJ$oO1xG}8p5Z1!e#=J=P{L~L2^n2LUD@mF{m3P5nPOE3R@ z8aeKSjC;HVTY# zzMHh(m&ad2;#Yd>$=?ASU>c90yA0+DmOM{WBcbH0+7njlPpj8izPt=nUHYd0z3)np zm@xSQTbBBWgv7jSNW<*;2n6vDFX%=7fi1HBJFrD+UJ1esKYP3$>v9nqtiitb8MkP? zT`wcmPx$MRQ!`>zHnggTWo63IB=9i9!O_Lb(_*T$-iyosWtc|5&Nd~ZXKyx8Na;@H zegORl)4_>MFlNl_zz+AjJZG?l10*L^~A7^ke zu)O#n#1EFr43=6i7Ik44I9)jSM!9NF-kPN&+~X2ubX@C(Pc|)nQf&%v02}-7#VJF) zq*6p%CVUJa@n;o^)CLe>f{ zcMbU%PAp8M44~&NGnO z(6efy#8TfH3$6U(7ZjV}{2FTvC$hu5R0b~2AmN??Dg9K-S+$9OhFDJ+ zbGDvu@9yqK;_3QY`^+aL--{S^64|jN~>JnBm1-qNR#yhE^WUQ8xUxJR% zam63Dz#d1)#<6x2+8Bl8#F5TPSYBYgzT=b1Q#*udyF^oSVcYfmV9ZpXzIQEC9^6x2 zXKm9$2O{$-;DE#nV=k^%OplV`xkLCQ4^+IvRNLz#bSy8Dtuf;drv%AImd-mz4lkuxJ9c~JNuAsD~*X_9~DN=eLtraB}5#0Du~V_+hnD`uB02PAhwpn4<0JoC0>DETcRL+gD7k51IWs zUEVgU07I1gb_!zaTPYqQOxIAYH8W|$hvXuw$q{fNR|7)U2?bpdLB?p95^<)w_fK0^ zCK>}v*;B4UoGh_oOclx^-2zj_s^jd2zA z^8>J}UII7<0*G7pJ>_Wi)V zi0Z|~h8pOAICp_wQcJj{%P0Dl0DAm}evk3clR6L+-N^-baq}xe+k0&YLiW`qnwanf zaY6%HD?cL80ZrPSF%cH*L?5ANUe&8Cg&r}Vr*c@f6c3t-N^=XO^9-uT&*I1=R)^(B*;aXV3&s^FKomI9M^swFElvGF z^EW5$v&g%UH0TTi{os~)197snLkfiH)H+Y@=kuoUsNBQkn42Q0)0lB-imCu|NIn+U z)Jc|$9@lJ}jrGWHbqLx5{wixN4goy(*ivg9R&oj|GveF4xp^HYM@Dv817$8w*3;jR z7DcuLl%##Vl@0{TF5tPD@Fpim_{jHOq{M7q9VrO^iYC&Rkz9HnBFeOe_Z2hpi*9c* zO{G=^ZlzBK2Fbw?)~w%T@%96L+n?*p9&zEqiJJEvP!F7EO2<$^rt=jwoxVb}*+dG1 zcHa8FqEzvE%H-R48`9%E9sANRd9F)Sqr`XNG?2nqJFXtP8`fo71&%+LadJ&x2%kJ~ z9)Z8!NPn^!4zYT4aP;06zMPEfN*9*y_1>>Ao-*bx=W-Sr2s;lACZ}S*DnqQF&&wmc z)@KyxU5CU*7X_3dB3$QwCZx$~ehei#v`tDSrY;ehL?_zQGn~0$o&5aoLs{yVJxtu< zneSuT8#dpPwq_BQgCswlf{EnT+;~asa>IUd|*7tMtyXlfgCzm>7 zSoI_FLKtf?l6`>9>aUI*ZnH-vWgv$~v^rb)iRN$V3V~$B61eo`#f_ZkLVI)R&4!^q zvP5RByr8nl@gxpy+6umzm!*0#S0gBrT4GKwS)swmFHS#v!w`_@cQ%gNIra7KH#_}k zo2swTIG~cIk(E5rJ_J*CgO3@yPbLfc=d8Hvk~>=j(<#@Ha_w!g&a5jDvz&U>Y+EbN z=U;86wu%`qXngRb?e`^34UpcPWO zm5a6q@1Gd#)R`5F!Ip-2v`f;wX%Nq$8;_g`bK>-^ZSj4RJvbmE0hpn5wC30GdbuNS z`aV)*T!tnmY9`CNbZNZmXYOfm&vX!cj&yxq&!uK;K+uVa0X7FjYQt(s?ac+!9m+y+ zD;R_eV=ND%*0_kPk0IVqGq6@LU9yiN1KglY5f-PRG;cgm?71?jrB@I28k8S9VK6Qs z+c&AVwu0NX#rh;ityjU5??QNCOP%lR!4(6Zss<7?n{nYD7_j2fUzCQUn7)-o;kyv# zPnWk7H+|pp`QDx$`sR8=^&;G>y^15u`fmr@?+(4xcZ+mivRsFBJ8X zqLUh~#~&O;g!?e73;-tq4-6rY+c(~>#>6a%NWvaWz_$#dWgW5i?$9@Fj7HXNUydGM z4OwHX*3kiN5DJv5^ik$9j3Y(d0r~Sq`6{UNH;N6Zp_k?&j_5(QR+0E>T?e1^;XP#nBs=<8xit3C^9G2 zLpz-J)UL_UHR|U+gzN-r1W=UqchuqtnYcVJ&!q@h^&EqlI@ zG@)fjn6oP4SGdFGuNZxKuRQFc^amUE$4Tw>*MXmpSir>;Xy7sg-=cifC-ut}1#vi6 z5`3FwC+}`kbQ0M2Re&3@1P6HWK>z0APW70Uj@@#%gExgYdY0a#t!TV9MdvbI{vtW> zrLlTl_HoT03^m11a#pKgo65ao>&h^$LWFP^KnJwsW7!#tQ|Wre;}jgiyH@kz_jrc< z(8nR(zq@OKB&t1YlfXR+pU=r|dPICuHV*T9z#;$Bu$%AK+BvaX&}TpSR#^a+G#k9Yo@gH(qG z(xvl5!6QQC`bS3G;-jxKCvFswwV;t|-h_gKg3IyQZu~P58YfcXBW50T_!VU^Fj=to z(Ye@g5nrLaSZ7si={s_35=PW!E}v!N%;pzEhJk>n?PpJ60UzcR!9m=)8jy-mp%ZvQ zd0J{pjsN#)0j-&mu>i4BTsa~ID_yws)ii3XhV2!Xvl~6(xxUX0Et+4inY26$lp%fu zXGZOkmn*#VO+M;BYN@9ps@Nq5YY9UbX_VXrn%nqieg%=fSMD^wUfeg$_-nAd3Vb(f z2rX7*S@e^5{)6cclmcT{m3~%)EW6(P69K*_-7tuC^N87;32cP_xivJj*P$k_HelYf zT0_G~Uug4U$gOS<#nwZ1wFTIrtrc#H-8T|y^Qt13#?{u`xA!0U3b~UJQ~IRe0fWt% zW)FYZ0g)Te5cCsO2YlHk4sNqaJ!lL+7FTVY|48A4;z!tqlYS((kVH8DIV0^8rU+=A z;X<;+%k6rWjS4OI+!TTNmcR`!gA$|bfv$mEPDgU<1Zn&QbDpQxg}sUr<;*>w#xWR@ zKV!}v%sto6n~7w;@ga`BxR++|VY0#bnSn=EkGK%vMxI0+BcI9PbSoh3N*}S&;>hK! z9LNUDPMlF}Ufz#~ho_ess*6-Ya?oVPwi`&pv z6xvTZR2DNY|5#oS-`KIq?WN2QfwVqC)b3k2t zF`bL-PYyj|UdTlD)BV&yPSP>{1(>g5&qEmEhQPhGgSBfpw;IxjaoA!OIJh?Q= z;0|kNMsL5Y_YWw&uFxF!$Z>_+sD^Zs4Q&WaX5eg6G3W~%)-HK;Mlrp|ukPYyQ>%!3 zqGY60Xgl^ygP63X;c_aliIX1T->!TO#dDVspTr;bP<5C%IBJO_C+N-%zGdWBI~(h6 zi+yNiJpYuXo-yV}auPPj{@bbC6Bh6wX}8)(ZC|oUcKqUl}rK(=&>Zu+q7$~`J=L@6n_jLCX}0g-hZ1jolEa#gA>``Yie+?QF038 z1vvkNE_`+3Y6JR@$V-^^&I#nuVScV$$;o|iHGJ6){*i7{`o0@` zK%FLmQkNrY+T(FO4_H4(&Q5isb$Xv40~9;;$v@}&yZjG~@pCF>RX0y2(3fhAoYk{R z$$%Ah5KwhjE*H=i`3v6Tlc>gQ8JHc)e)r8%pH>3EOcjK9s4;t+9!ZHY53wa%7}dh& z0D_8V_)ZKP@|H>6c5TDF4mxpgv^KtZ9~7Ms7Ei(jT|TO7PAf6e^6*qK)Y$ZA#cc~e zDV$jZ4){6}Lk0d?(S}^QFjKJ4l^9@Cc=NtU_e9xh6_;Rj4C_`rEtzBUt=2>4${M?% zHU~em$}c0+g84I*Ji#$>9v5|swneh_=Ho)FHX3gV|F)Cujx$l}eSB+VNoDoo*4>?0 z%jWIq-N?9E?XEAObv_g^|0#A&KbH}w8{H$x1Ls+7)T-6#EX9%g*w6{4+vg6BhEd&~ z#S*})CP_aW+xT7MwaG5%wvAA~v2(TDA+JbMc%baX(xJPQ*mfAQA#+ z9`eoM2LWq$#Lx;}cStZuC&dc*6oOy2$i8d$f4;p5X(f7?&VB)#IxvW+eVNw&1r{sq z)=F<5GQdpUr=ysorLuw{&?6wS^@^QH$a^n2b*H$~#Mwv8CFovzGH_k?15mO;?< zr%UKBx)XPzt9Hp`a=f12xI1M5C--q)HWAD9G*CQb{n0@)V2^tlKIY4M<@&wHfhG~! z+OHbb8@^_hY1%^8A;PQ*T&NSA<%E;k_;yD; z7j2)4txEcb3p-g&PccFBLqoGqJKpVwG{WKw{c^`RD@4EohvI+fwYHah@7ZlraPPjIWntYRbCh3F?+~ic|g8b zqY$Uyf$=#86Nz1kN(4^5l%ealgo2k9J{}rAH`Vhc&QB9YC^=tJBE*-|&DkWr5>=1R zoIFF#z`cAO0kzeC>k-QY?P6rC4O?FR6y)DH!gr&wrK?KK5jc2gMHb4L-GY!$no%Kh z-D*^|b+0eyQ$~All$BPf4nR^&7QExd;gKWtM=CeXQLB|F08&baicF~0d&o1d3= zj>f3xp?Mj4HY^0cqRyayC(FZ4mSz?eWNcO!C}C5R-urVsmGM>{fr%fvd0D(YZ#|qn zU6~(-sJT|SC3oprxd^y+hv5RA;Fw-0y&|7KBUmQM9gHtgV&)zP=+Cb5(SsmUyftj( z09sc{*uZSW;wIS1Y zhE340w%}Hv&Fc$b@6F^dBQ>jrouD(?2;6(zsqoMFNyhS5g}RrD2j@~_lcyLeeYQUP zZ4YfeT+i1;krL=lMyEPGe!<|LA*8JdecBCC1g9Wh2_TALMb6u9U*nqIjqjo@x9l4v zl7Snm(=W&pxFX%TVck53#*;jpwvN}siKRF1mR1X=9-Atl9rQP7rDfs`4w9KJ`(0em zP`&9~tDLpKr34|BUL)e_oI1QwBysw{<6LcRo`_Z53)4AhmWtl3LbJPbAGP5cZzFs~ zrQeVCuW$zg8wK33Vi3gi_&E1+^fj7UyP+;FwSOg%*!W*X*#v((-4jjkY;7=>cCX+}ui4blbH&u2dUmP1c>UAB)UcB{DdFNVZrAKJ4V>rh$KP zx@o>55w#N>xCf$TBHm7NbL(c*Bqh8AzmkiNDlc>x2a93(I^IsP#5)7@{U3e7l{15Mf-9$v>M ztQ;35D}Y$nJCBpEv>%OlFvjzOyR0C=q1@5qYJ6C+>0gWpTQ*Lw#hk7n63+DXHks;; zO>q;pM@hO>Uaa&ONhbS^ct?kLW3r|VvYcov^$w067ps=x@Ja7M%gRM~aKx{Ck~j1} zVgW$%tarOTtwi@jFFj4OnveGY>Uqpbl43+S1PEE#=YA~kn*yegh%GgMBVW!v(^5|$ z8-}cJRDDQWf7y)2rI5*=Pq$9mH^{{Wi`WPyIfvX3jjm;Gemq+McDACoVwOz_(s!D< zP>r^qu@TSSsg*O>^dXCiL;{{1F;XdS*X>({Tz1%tJPqzep15I4U+%@+_uyH5ia)^f zn3n2x05P6>7gs`GKyaEQnfCokoCXD9F=mQA;hzdvW(ryAd+`Ww6Wk({k}-dU`Q^%F zy;Pk{g2&TC505a#b2a;TU@C!Y_{z4BP4M!ffWSP=wybVyW&%cyA()vz1Nk!dn5wX9 z`8N{d)dO#6_ZMzuG;11nu|+QWgt(!c!e~XvTzsIGJBXD(7+q|3C6~@6?@Vp)y>#tP zcJyo?QojJi%CaeEzCA0zt~=4(NdDqBJRYdwWOz{p0S6R4$&!(NY=d%g@g608Hwrfb!Lra^7SAQe& zMC1tf??Oo2y;Dh$=p_*Z zF#gadzat8_eN5a2jYVcaj`D-Y0Zo;CXtm~om>qtPkL+l*mk*hghsnjRTq02Lz?RS< z(r%Tk8~I$Fi&$U(X!x5R!IPG3;`H$0L*r3;iX$epsdyDkxx(2k9b^E$E`I?O)< zQlLvf=pbbLstbr~l_F$WHH-+u_f%D>(#<~3n|34HfMnG80K@fI!vwjU0^yvN zIC9m>QnY=jm+yGJY+>HWp(;+8GrEA+w4&^0`J5A*<$XWG$jOSQTm07wR%4uRAg{J| zRq?9;m%-^E^4EIT%5#H#?GszuuLTHIk#sIjSYW78&9UXx>a#01gtXyhd5x6Cy*TxO zMVu+`%=2RM>x^L_b3wv@uoiaheZhU_?@2A;*$9(Z(>rFh+zF5}lXv;OeyKewoWO{F z3UcL`!Py1TVcT>^v>WXjYlu&nEN0%}0YP@Xe?B#A4t<^GM(45t%eJzp-^;`Rs1_%q z!#LBr#|sE39;rv%i@%GmdgP1p9e=hz_9#**GnCOtS5i0iTJu(_NOusgp|$KMqyDyB z`l|HQE5qC~9QtGY649B5&(jFb9L83u9XwHcA9$C01Lh=H4Uq9KoDnM?IafR%e(aKT z%O7+YO-cdSBM{xE)tU2~Ge*Au!14O@`AA1LAubRI&Q-KWTU z5;}agzfLq)T&JgNs}7{f$fAa*B4{}%Egx-BnenjK*j&E`xMgD|3af%mPFFR3bM?1N z>A!pyB#ggszk_vC+;L^ZX~jc=j~V8l`HJ4j*63)+?3#I#So*G}e6%7+w(hQ3>W6rU z2|UDA2RPV-vkpj6oT_X1fiIScw)F@%077+qM+fy*FcxrYdJA@&11TW-7@eW3rVbK2 z3sdyDgYN{GfN0a2mZ)E8BBgNDYa73LbthC;2z`yMy+@OkJNP5<*05qF;(-CknXsx9 z_ACC&*0l2hHFML+FeuG%Ua5?^u9>o(5MIV*_cK9gxi_f^|24$Qo;P@TIos@pDQrXp z8|ErpqUK9*E*X2UkP}uI^>XKQ#;?TQ{J9+9LA1Je{R>^8+t2*OpqMoUR|yNkrWC&N1XwIII&HjxlJJ*PW zn1|uN0m2sf24_LvpBKMC!PT?#6wj>=t~G7hm^Et0o5bZT8p`Vo+WJu|xC z3b_&}%p^&GkHm4DJ%Dy?zP@(V1EpIO?O%ND6(lfdH0e~9wkm)qjFfz37G;5@zIPeM z`T{GRG0t$}%+SL-AVBtNgouv+O5gO9Zb5LK-UFO_`+{jp3s|JUGU*2thLG-2R9@z#LKbu-`+Ya^o`EN^n(RV zuAnlimJwq`@X-;W*^H{JNw!9*OpvUp)a1G~92%760RC3&c`9ACSO5-n`}z&+^0)3N*c5_CqjF{ zC)O8b4__7QzF(PZ<;J0EguJK(spC1?RU}`PBqmDV`-8ODayt!jgmuY2AhKm_j-5e3 ztD?*#!8D+bOT1p9o-y*U>~QPN=Bp#^LT;BAetaM(09QUl#d?lh6(sD}j@0J~&Vwg(1NFfeD5szT z2{Q;w#ugP54pdq$yn8fmTs^D7GWd}eAK2eBZGlDOPDmUXIf521pq z%E0**xVSNLl(OFb18wo&Hr z#e4!K=u0%9FQ~J_Plw^p@o(SrmE6`?iM)BE^mqjoa|)XF%Xm?D6)3ACQ3sP%gY>=X zZn2(6&r(7vZl^%zRkA@CJO1~F6j5Z_)A;t2`BZbjOxii?^zY(Fek!&f!gCcZW>A9R z@4A*+OF?3^cB>CTPLK84!BHP|2t)OB!Qile?_rzi_u0P%V+w)eUU|T9mAyrluUCx) zQtx0jOpw)aH63V@Sb7}0Qdv)-2zkWMffOf(_&EVXdQ8tF6^J!!xB@{iNUL}wmNxFR zz{qm03GLdx5KB}2Xf*D}hOd3nqLGM!FyJZc=FN7YenN|~@0=%j<(|kDxTj%HvBv}0 z`n`z-Lt~h3t72RWiWKxFtsEnH=yZ<{)i)2kea~lKDEvkIr}y8TOsDp2d6ruRM1h=~{Cof!zPP#C5$*0c;t=i>~aYDT%u0%S3H=OnzPMPhGS_3wmC#+6kz* zvYXE0SoeU>Qo3+ffya3-krckO7n=OGo6%q7pA{1Fr)P0q@DH`o)*^gfUy& zesH2WEQogoNiQR;YRVAD+QI;;Lv-W5d4BP2CabG#+|oBn{}nXsrgyaOJH}pKx4&y@ zvI~I&ZlB84T4sv5PP&wydEMKk%e$Nu2q(TooLp>I**Grh7faf@&BTklMIV)>vJp|7 z5s{G)mpgu(`+S<#iiPRNQDAhsHhb1t!-M8g+ZPEGa;}u^TDK>_dF%6V233f4tN$l6 zz(Rg^G;E^Y*(m&2j9+=28%M~Y#)Nbr)i_3jt9>(^**he5pfNfzUNrl@^|ODJyQp6f zEYb_M@h&6As%cYNamu9gv7(S}UI;)wp~hP3>UFPH6h*6LRj%%@W=NJ~WzAO@Mzl!? zgM`s3Fg?i6$Zf6u!Yn{dAGez~966;en%No=zl^JU`=HXm_Kin3aL7HnWkZqE#1?RcR}7bsTMmnl(-s zaHA~q=|upGgZzpfNjdG?0d1IKdKZ2Aux@mxynzSv)i~B0d6jev@mQ0O={k&xWDuqh z{at34^}39?(79bizx@(-L_VJs2n`!)xDCE{pt;c@hI-9Xudjae!&kQM*GKyDw1Pid z$y^vR84rBuH;rS0cyySU;k?Rpv(?WjNYen&y zB-?GdJ}O;hzH2osNAZQL#kxB-`v=4coH!*SRgN3=0|{D{so05EZ*0x zvI;71>i!VzmBxer`d+#~e}Yo!k6$xrmff{;I$yB*?)NQm2O61FgD8_08#&hHts8z zW}anC^w|&|$JTz~Fbd#P5O3b&SXGM`WdU>-EroH!Q`$1Yv19ub3rmBy2*fN1N zAIZ%0A@5;Jbb2Dnx89h^L>)1oZ_p8L7$46aop!Z_&ZP`B0FIzCM4HsyKVv0?ZOwcP z09Y@U7af(sp4&HJheeJ$v43%)gT!;3Q>HG^Y@S@!6!(r-eWZe z_yAwckqRG-|74rj70&1CJ00QOv4bs>jN3n_Yb$5&0}kWDu~TRw=?2GcLaX3exTj7p zw_Q)`%0XCK3br9PLsw7Yw669kf5W#O_YLYUd2`zbLHs2*a%59zI<_h ziY>t3MO__2V!eQGv_`oG+*+iI)da9e+1K*3kMJO7gf;5U4c+%uaG`sn`NvIx35pan z*NXRUujW$NhSp;qe*pR--kYN5K8Y-AEM4xz*RAs>@d(&KMcQhF z!tx6dEeLAe3lznZbJ-=1v<1RZOv8~6eUA|+ZctQ%ufiotC;Etr@4e1I*a#6f@(K#G zj}J3fE4HjqK)D8ylr|E5$8mw*(OVs89`G)k_Q7{$8;M3J_5M9CS6l!+`mnuJ8cEqjn9t?V0` zk&GPo@ZNZ@qBA-O&V+YCUbds0;CNtL64pomi%)Wf+{=}0iRkvcqUo!^0kUd9H)4x= zvhWovyQS2b2jX#+h=l+L&bGh|Dm4$~Ox*QE)i$DQ<4ZTBUj+zC zyb9p!zc`bZqBey#cX0mn`l}dHdyLQKIwfllITj76Ub}L4LCwKA$odrO8vuO5D z(7JtZyZ{NQe+mi=gDrFRojO9G^ia!1P!|7HE>eHL{0rJs*|+$@!5VRp`l8CfM6G2N z@5zD|w@Q|Svh}}be{lsl2PY~izMI+$AWVW3%AIl%nVl z^Z9NGC+X3@OE@8K|N2u{bu;`~vrJf$t1P&yA|FS{M_ik z{_!Iw&(625DKRmn^P4A#UxLctcb!d6qK4SN{Qs;Ka_Z4uw*I9RYPNm}ghNFiKiqYH zDm7Nh%jvg~vkN zS?z9zipGliKbakGS`nYDKVTfyQkE@W%;rh2=Qb=n1#L-^WuxEo*sAEHj~#=}t>a9n z*{*1!_GUil(qUI?`S&a9p8@OQKgvvv?e0&h!BV6}?T4k4osye8l#2tTL_OwzWyUP~ z$F8Kop(fi?{?VoEd*y3>fzUooushzG??ld_QM-}zlhuGS$obguD@xtbc1g-9 z(!3r{9$igA{TLb2P;A@m_Ai5xEwrRpXJL8Vzv_}DW*w=SKRd$=4YHB{Rhb+C`wgVJ zeLqvvxzmFyCEOlP0aDBdJ9)ebBRUJx8=Wu8-AX~m{vw&0v5&w%V*mS9m#A?{FN82f?%E9qIROc{l@0u3ot~24%8|Q zfd>@y3aTFS+Nb~#0P}fjba;2Lz1`!VgSq2yA~Dm__yBn02aKZSi@V0tKz6#>C(EXJ zC{>}dt(>lx5tkW^y>{z$)&e*|z0Q>7$e&k13L#YU-vgnCaB>EQRC2V}PzK5=H7!<3 zTx|dIu7>L#)J6_XC4SRDl8PaZi?P&yN~Aid+CNo0i6$dfZZ=3UD-T>vBk$x_Qr{a) zul#R5Y?A*ywA5XB_>DX8*E@(IvdA~71fRtC&5vDmt*7NXv z+grRC$*JGWr3TK`#79i|L2lKQpEhJa<6{8!}N6FtL zr;Gyd8>^s^o3-rnQjqNWuRK-4ozLB>Dbk?Rf?`)+h?`SrA|*|pr5?LtY7C2j6DS^_ zgir|zN{iwy4(a|`E<{jk*Cnk;`x_=YIMY~Sk6TAj8&(M0UOl*x<+eS^ZvAF4yUw8$ zw?zw)WJZpV> z)$W;VB#T(f<0nToSP~qZ4NY0&kt$~`<6(`F(McLj72hOW&mTLgaqgyqDIsjM zCM4fv9+w@md?R{eOuolh+jv`Dt|0p{zd%rxY0+BC_iGdtfkzJ}uU~-a5On!!-0xXU zSZea~gIcTy-^C}1bL3DzUs7s`)RULS=jej2wp*v`3932Ip@1i5@O0Rw5&|k`<1}JX zBvIET!nU&w!Fh&BnZsSzjE5e*SiPxYVq0AraekIXA?y1^Php%}dwa^Y2j4$1XzR%8 z7z=Kx`_bddoGc?6`k3=`H~UUMW)P_{kCDmzb>dO0<$>y7i+3|@H~uo5H!afJ{1Vo5 zM#5#Zsp}fWRuow#3`5xZ810q74L$>F5LN9GYx|Zv!VSBhNUHRFa_Sc8)U7&9WD;p* zUdDEE^z$t`)#q;Bn%ci&*?;bJ-P@l~2sgC$n#737V zaO;5dWI(OsF@+02Wp8ehF3eKmr1#1Ui{w&PQ1NT)YB_$n+N_rprV5UeR z%w+Ij!E>DS(?SJ5IbPeOz|z=v>&&+faM==;L2n!|g4;4|r7o#<#kJApmUms_NFi00 zX&o}3QWdx(4ZWQ@QZSNuJUctEhtqr^c;As{T_4qBKo2!fqY@j98gOm>n0nw+?Anl9 zd&38nght{LMw;*qw0RPiUHX1;aWdIC8r;HXdjp?~90Scz2ZUJEvvN1rb;+yb`wX{7 zmri}b%&le3zRsNCl9t$V;$w@jE*qEJRYy0wva_@IgLH5QQGru^A8e%rz)?^;lT%#=orF!t8%lVC?f?tj$GeFvb&FBX-@-V3`GietYldl^4Z%I+*JMGDdDqX6 z=v|k7H9Ll{JNe@L$SF<1GP@7cpsDFNxMb!m zXe0b{4fMaA9QHAE08J~Qy_~)8)}NKb*l2S812K z(Q&dV*z{~izJS7f+(zo0K01OhjO741aqmE|sdTN>uM~_>9QhrDRJz>n^NM8yT$g?dG?`pl8`-9e_>>PEA%Uxso16pihKryry|5Ua zh+KZ|thC7LtYm(Q=|M{K{j_9YN6kH1BmXQb$Q%CWe)NACzNEv;FQ$W|wgWT}u< z?J5X6>N!2T45Zyrh3S!00cC5@Nj69eQPT%747dQJ2{aXN;7#?u;51Zmg&;gQ0~q^g z5Cw1AROvR==sMn5D)B6upDiKCwd1YiT+NvZXO*-R(CwcPpE>he?NI#{5av2^`sy!B z4hiZ7z+iNgTvM(7Xj@f5?}`t>L>ev@jF35oOcocSaj2N=OD9qtZP7V-c~RoS?wUqO zxGL^&S*u>Dop#O7r|e@-4jwl+tH{iEBDLnd7vcTD6P zSBuTMZPIol=&Cz8Y*?KOnhSq3bgJa;?d>h&3y)SpcyzV278vxR$kU$T^%F&j-;+Sm zg(UsxYiM&Rhs?#@IXiNpFn-`EL?zaj0@stJ^zXA42V^V`#LXRJtg9u|Zr?K&to?zo z@d7t~HC4}73FI4=3lnOqdi1J29cw^u=5f%|+3>_|lE4WQ!|spmkzlT`76+uom(Fq} z>26Yz4{T0ECs9*Z!LXqUx?wO|E`10-{OFhHx%I&-PfV^nxn(#$T0B2|hf80>)lcQt zFlcQ(KGqNsI&ytyn#m;lvDa5D4OnjDKOW-P_!@UU(jn{sRhk!1xV?fle>FY_aTa8Y zD4mn!+MTJxKswWQV-*Vfo&4M=MjIR=ET`Nlg?^!@FG|E1al_T5V^pp;V3`4E=1s+e zW<(8n=K6SEIWFA#jqB|QT3glhh1t5=KVIc3*g-=9pp#@0_IZgB`Oh^3WWVFQCGwLquFAgE+_5KpVxZpR8Q~J zsIH9fY;xwzlJL=h@;5Q2q`ATJJAUmvyRR)#9;prRgTfwKGu`S-`S2wF)EC}?GnD!1 zVR9B#iY7~o7x-cBsF*ULg3=d;0)STXHcSmISe-#G)MsZ8J$Al`T-=s=czahtW4W0>_BF(t{{tnge8Ok1^N@K#2s$ueCOwiD*-KYj^2{++K z2)JdR7N+_1kk8zcrKO6X^cQ{$jt{Qa_8zok++C|sLgq}!jAUFD6#~8I8L0OPI!L|Zfl-K zlsef|YpbP4(QChjVGEuu5baNqjG{J31ml{pYS+ANlCYEfimw^C7mADN{4TPxG8`iu z`x-Vf+)ao&BgRja;yzw#NsC{(wl0Iq`r4OHIG!x%m5hTwF~4A#*Lw_D0?PhbnAa zf!y{)cci;MnEGq93JOaF8y60RMGLb2hxqnMAuOK)Pm?uu zRNV}Cr(3X(Byu8fP%Bt^WBUC#xOigODe09BXm(6h(5nB}-j}#Ty}tjePVp&1Cm|uF zR1OkS))T3t(&jX>PT6IdWM2kFl(h&aLZzszA!LS;EM*&IUuH&RUxpDg4CZ&g&75=k ze82y}@A|&4t6X(?Z};;&_x-wG_v?Azwe1@=-_5ib{bJ?cQTP^Mav&O2T=165U&qJi z$>mF51hf2%fZxm0k8PCQ5yAb^Vd)EgM1cL8JqCJuHPf(c5`-GIifb(gTJ?3WFe$}w z6}c$Fg@tjC$}XL6bc32w0*gtAku}O~#Myj3Ba6zu2R#)0<34y0biTc$*q-dy!!DV% z{JFexGx@4bLVS)&YmPq(cI_!{+xbW8V>N%fzObric z6lVL;zXUQP8%2(MPf7Ttf3TrpkfHPJQ9sipDMM98|JIG93>zPQc1pnYeZN7gzC%*( zt`zCnxu{>>i`v+n#Xv3~8dXDSmx|QLe=|-=4tEzeyLlozE2{x#{`LI$`1pWP1ucI6 zM<-{SAtEa5FpUUkAWhAC#!&7)LDHoa?)WN_x=u#FK+&Kz6Osa#Sm`>~Z}) z@$wbaQO2B&jlxmUq5Ap`BE>E(&u(M?{rGr(RiX95awgj+CMM=w5{e3!mX=DdeYmrK z?+mnZW_duez%oAr7FA!$qinE<%NQGkCGbbOkdf zZ3p@K6j)Q`fzus1OCK42)_OJ01{*80a?1`;&+BvJX!Wwmk(FV8qKc0#H6M`m!*o17 zp^eMOP%sqyNUBnRq)r-sgpDq^igzl8#IUArkhd%?tTg|}#zqV*l*ubfqh0Xob^cmZ zP(VE@v?^c07{K>Rr&z=1%?(cVe+=U%ZmrM_U0#g5y+LxxBu#4zwFgVLQbPSDqxee} zd;%0Xo*q{WNwMU)VtT5?QEO$a)$UQeob#dek}6JJ;~94-??+N6-Vu8rLN}M%LZTLK zmgkA|?5FT>7AtU%i1O&&)1JLkpK2>)%WF_Vx}ynn_!ts${GPZ&SLEwecV@dhZWoO| zn44vUT23*!B-kqLpu7Mdcy)N2n=4P#7qwt%E1h72C z{`&V~Lb_e$??;OZV4m6W?E?CymO@NStou@9nf?&7^kZyRA#m|5SuXZTw#mCg5`L3! zqqHO;q4PphJDipB{khOG#&H16&}yx!_vope`B z{iB1fHQ_=&s(;*q#*78tZI@1~EIm1wo$X&5zs}p6_j(w9gpD=1${vYSX}zp1QTL;# zYQ27LX_I~lGf>TdEaE#!Vr);sZ^qmB0l}ZzJJTqoyQApH`oR6v#lPpu-q4o4p${JI zBv%kREm}{%a4<(TimAZI@E3;?=Uk%Q72%7%{=48mY`G*JN;~HDx)H5R1cTxr>+m6R zV2b;H6hjIwr}u8r^o`7u-$A+Iq%sl{@FN{>y4So7T6gx19_oJ!`6V7AuZQfOnFsh0 z4ncEESeIe#Xn`{|HC`;N-9t_!EDzzu_L}!4R{VGg5Bv;VIi=p{MBpB(4?ENZ^;HXa zMoMiz!{?0NdAJ{6J3xZgi-Y6sS##47?yk_2H$dY@i>_Eyr5kf$MF)(2h4*?LeuNVf zZ$VmWdc)eU+_dB^WOojzA~7Y~bN*BBI%zHuPWzIUByM`VWz-_zu{E5hPlo!QbKCR6 zx}#r`Iwu2)pAXd5qMX4~X!@w?6(1=f`#Pp)1!=3gkE-N&pJE$^!;iVY5z%2?9_$e> z_mfoFV=z%*NrH)->~+>!w!MoUbXxjz851V%4C-Wmg%9!Xlaj!;$*404+dH-b5N_P; z@$3F`_p(qq^|-wS@g{FA^>%3o_}l)HdeL}s4wbu}e2~h?_JYoTNy4xKT>C5YjxM|* zb4z&driOk(P3PjKZ~VB@GD4s5%D}ASWD21oRp(#ku42Iwf#alszqJ5tt2|Nv7V<02 zCCq8V_{78@WSvJg%={&7Ov{`m)jbjk0(|GerN|;&%TtWRMcKnvL z|4_UUa`xU-_-gklqji!-C{G_*)H-Sk9nW!tVfUrndy9?~yl5w+$9`YQK0wdGU}dSc zpN`ss+vv^;im35Ig&uw*lojOF=r_$?GEa4@1s3EzgoeQNQ0h0|`o}QB1yROenC#cD zKSx$7h4C75S9+3TlMem?P0{I;f!u)~&4ZyDOgg45{LAvDb;#Ay&(Q=~R>;eqHnBfEa4A3wt3 zW_t{HuV-FP?-t#_4fpEbZ;-ToVtkx79qcsNk%yKlm#*$fx;{qbNe8YUZ+K_eLzU zxqdU|-Me=_swax~!t4s?-gWbL+g~j5sTE3Rc`HBCQgzv<*cXaa)txbyJN~wS_AGnU z6M9(;lYZ%LHgjuIdAyF%^6euPQ*)@_oR)f;a{{b^ikBw~jQke*FehWPNk>Y-TJpIT zn-2<834E|wk0m@`!@A!`4Bl7R*?xfHxY>2e=LB*4wQ4O8QPa< z7VEXeT3rQ0#y4K6EZnpepI^;o2JTpj`W~9Vz!8MHFEwc~?s&^_^Ie%j%U%c)$zI&n z>hsmVUa;QOzab0gm+;QtS>|LnqisD*mL!%v|`BZmnYw* z%N}xR40kLcd76?*{Faf57J)1CFiKs|bn^}>a?y!DpP+N_k`qhk+k3f>J3Zj*28 zj`CFQjkTUi21Jx7a@%iMGn4%;Eqj1^Ox*U-mQD>sb<{&25&RJv{^pna!eKqjh0M=UP>6g{{E1U09Z1mo>XBmx{i>WOS7N$#zaD=uW;}ZXuyDuv$L!P ze6!j_c83`mMNRP{f5ztxZnl#R<|mL`eel(#^dp1ThNcDv26$+&GMJ>|n6#3D31s%7?CX$$?we7sbTFY` zCZ-PhbBnAQGsyW2@3&uHp3D#2b+}*F_&V+DS%oItoJW~ms*i1<-(j2jN4E6E7#1Vu z*!8NA*pJi%Qx6Xh{~upYCokuKxmjg?)FX0L&)}wI;}$CwYxb z{0XzQcUTc}m;EfPxw-k1BQ|H!rRa|g&)?r7EFW3Yck3*YDh?W`lD3aDr-;R;Kk6HNIVUGwG@}O{NghRYK)H+pjjucVDHQ12yKiNoV|p%)Vd&=TS8l|7!nTJNxsF)mpiTFn5LQ45UlEuKG{%Ic~C&#u9mzp#= zv#jPk)9+&}=nQQgedy)qm7rfzQ!W;khig-kiovuSbQw}DwSx{s&hy8g+^Rpw7wrWx z?&y0W0Hn@qX>j$z_L2N|i$J$0iv|&Q9h+H(`Bq0uHD$YpPuqbPJvi%F-||e=TCZr0 z?5OBGn4o|r_xFqt(UZ-3hFoK*d9SjBmxB(0nF1b1rmQ%Kn7cig2w_uuo z?L-z4A)lRY;uZYAZE2eJVosH)c2S|5m&3e|lR+wYoklMIt2RR$AY5U8etr?NGs``B z7rhV4K7TiCT5OvB>je$h!in76T$e8al;vSnvA#l>ZnkJ~(qBkUXIT^8R9se8W=jXw zrE}+#I#t4A6Ds9n$1u<=h5)qD2bPQ1JlT7WM?9w(5`KB0^PaSEiOui5(AjCu#V^GY z27qti8}z>-KgVLq=Q|o1-i?ZN)d2RN1{3|=+S}WcQ$7N_)BT!|mIyaKhD_YR;D`DJ z&mnrI()&2wP$)_RT5IB}S?pjHDx2Sxxoy!AcDQed$+axH&5G$5N> zx(D*R2yy?7fslS@ZyL#m^yK{F6y5-;EpwQBtq{R|zw}@Kc^Yju*;z47axVE;FwhOH z8vpX@oY;hcPhOT{uYcqKKm*a&3igc)FCm{y-(e zJB!my&6^bKcE$NnSUJFfoaL#E|M@ns_|U5UORa{51IB03!T5K{hp+1dJEDPjji95U zCnu7|6bgDbw10qJn7(FsZ&&}NvCP3TkBJ_CacB~58BBSs>F1dogHr+a^b}OFGQFt! z@HRSRHx3QN2ieDgq2A00t+~g)77lcG+oh$z>)Zq{%a`l-^@aXE$&q*?i~A}nD*N>M z_skcqC=aj%(62G9DR!@SQ<5!_?;|ct9*@PwBH(BQi=MDeg+9Y>EfLj>)0 z*E9`=DuFHe<8drA;8`_SpB#0OGhv&m1$-ZEE3ZJROSPzHE)%fI&?=?V$ZDHf5<@)E zfVfwmpdB&Q{FVT$lxQk`?tDa`<9OR^zUWzK*Z6K?-d!)z?3VuUin?EAP&X{P6k00s z(J?r>&hdUr2OGtO@h+Z1X#meYL7Vm!NBUyh-y|XBvar=*z%zr;qb zCn|tlSDW8u0pSL*kBaDR)=Zdo(dboUN);AZfAxj+WkFC%vLlzo)z`}d>Izi;*DjBC z1vS*mH-y_EVU28__YpgyPI0(NQti8`D?d`;KKAt(1o6fP-CqxAf~(!cL~3v1{=zloUf!!48jgLx1}eZr5qy=Zsv_CTExPSV>IaVgtI?G55V~ zp)*hk&T45$c@b(lD#tP*AQb8`)1WBIw}6Fs*W-TPG?Eau} z%bdM$fne_4vZ?QsLtL7`+PRxLH35w8nDYCoFQd{$r>ss8rymq?TH`bb2vh>6P zqVv%-L!%P=FVDeob_A^}1fZloq)A|3IsdVUPRZrxos+98#QJbMIJFU(h+&cerR`bH zL@nmzCMFpg=s9a;A`zW0THRy3ZO0Vy_a>&iX>oSbNLzbTvZ{g-7rLc{nhjAU+J^{j z6OhAcf9T9ZxOkry_B0X`vm_ z!%wx!D0Kr+m?i!IH~Q^_VClBTO+GS+>nKjDLN!5)~D)_)S#oi{oS}3@I0|T zjlja`@x(YkO%v3`SAh7vzS1Op(j$bOGa=KP- z?wc*Alf|H+ENOHV+V9=VD_<}fc1+Xm8wM=!-0eLq1F=bFi!T2=drA(%{U}jMO9H1J z2?RC#m-!Ti)RBCIlrTF9RaC^sg$v1|lzGAsMmK`aLW(K&cpy`!O9uy_-|rx}ZBYf> zWPx|Bs9p8Pt?Jp`D{r#02Eo&rx=TPBa3i0^q!K7Sy#-gmtDg&Ylzc2Ld*(5CYv8ju zr1Fs(flUe92n$f$tKa-!q9dmPH{}s7XXWJV?5xj3dyzbvYWpsi02p9|X)iyk8M$a~ zUf#XhnqeS2EAIq7Zp@Q>Shd2N336+>+D`z63gI6qB-rW|!Ms(Z0z^U#(%+LPXNvl& zC=s|kyGgM4T`xpWQ#?(zR)pd`7`3Uc6r9zWaz4|S5b@OJBqUJAi@)Dr=biWS6Kfd* z$}4+5u#|mo0aBjtB)VD+;v)Nds4x_(GpFq0+L?BC~FR|6JeMOCGriVBCt7^!62c+YLPk*(XPQ3w!Jb?NIGr$8Cm zd8X;xR1Lj?UJfp1xbpT$q6p$1e==Mq7_Npn>2?`)GFcU4LB{5__Q8@i9g@utL}Jo0 zDtdW9*e4B@c^pCz@LXOCJ&wMRIGFzP22tTs+f8>80?1jNA@ByY&oXOofFyDNSdQXW zA;0^MHEBwMpSC0ZfWf|F&!pS{LKwX11rjdipw#LPS}I49Wq+CXy8S`f-KY0`<~BXG zmWMDcGV7O8Ct-rpv~o_BFO6sMHPfN>cs;X7tsS7q&c0yKAEcczTQLP{n}gcoEO|DZ zxqodi>&>dH*0gtW8Y z6qvOpl4u?O6Os#zEmx}9C0DomYb?{hIb;j&5sxRL`?0Mlf==VZq(wE7kdfJ!A)|Ff z5ZV;FA^MwSc%U)_LTu`HW6rA=R&(L~eom);9NKqB^9y(qW5p@AG^QCOqOH(4Rvt?B zp50d}O>fiq{P&Tae%a&c2K8BJW z3biBjKHd*4A21UvS>0V|SBLyzPU94)t&3<1Yn9HT#)$c-H_9Fde3pB^0@w|7ampePBLcCj{8R7||R3&U2ul-r8CUEpICv zDOJ`#>LS`64gL%7C+TDh1p~eT>OJKgcFM?GiTnOD10#MEJ6Ke6!iiuxTaz6h-;f~J zfLlBfsaUH@_TK9@PhGuRrL?b>qC-~Vr0V;CggG>;URh#W^DY@vahy7h@K4~4dul6K zID}}~OdI!HBs|(K!5To~WCaZF>3^ssxccN}%k5{g zB5G6%*7qU-9^Wh3`yP78YALNo%k5xY9Cwq@9eqsq=S=s{mOOVaS0NIwyoPWmBXf@{ z@!UcsOs8JxTi{r6%eMA0@pPSFkHC*%p`1x`PtYj6yaTqAJk%ztcze@v;%%EBi)JBCRc zx}&p!jO}P^17>t1a~c*N!!(t?i*p9l(y;JH+7_V3#p z0hO4rv-!N3vb_r`BpHaJzEW2!a?}IoKY=*X`2Ii_9Qb3P&?(_u%lH2!*O3~Kh|b$b zH;W-X1*xN{vD9>(_Nps6<$-gXa|tOyG_Y<*1gkZiVG1uVOT38-uosYv5MID)qRsyk{peyHAX6W@|A zv{!3Y)`Ax1KB~IKf`EvfhLsXB9G*Zq_bv|$eJtuJ z4mu~(ro)_uT*}5W8X4+)3{?9{>m*K>?BSw+_G@Op;!{J&gk72r_3sVkC#cJQjgr*X z%Dwt_4^nWt0d2Vvh96e`tLq^v}2#z;$X?Ma+c5W0)707(jk2^akB?P zUy{Wi=3E4tOk=93^~fM~RN8n+Cq`n>R4|A+tjWpyT3&}6*@}ZwB zKBCR|z<(s|C3x>_NMM|X#wjUtsho6R)ExweIrl4JN{=~wnz4mL4T*Ih`L*$1jI<>UEdo4b2QlnYEI0dn zr2Z|DbN^-&mY-2N7##s*(r4U>*tjcMs2Z#2;~9G^n8_dt9??|gOdA{UWIas3N{6J{ z)(hI2ko63a_KaCibmqm#r1{@UpDp17n_BVM_z*d4jk^P+$BH4Aj(7TyN=oD(vGY+i z6?4t%3LTw*LZ!!~kqpBw#RHW->jjmnm1YY+@y>dNX{6NTlYh(pQ2HhH7|~KSuT@Se z>yL{?1Rx9p**y0Atq&W8m3IcVN_R8b16C^9LXEVM3KQFra+yYf)Vrhh{UFc)80F=c z4tPLzb1rf2`A}@Y&oYuTW*?mht{{gpa2WC&d-%Cb<3Sc+!qn^+(eZ7|zwV_h#3lUO z)qanb-ls^-5g?|rXdtNie09YJs4XH@TYaF@=i1@qfh>--GfkkL-kPD)kEm7Fd~xB6 zlxzS_sXoJx4QeU6hh!z4b(iN!oMmMnQS8s}ZA_m|r{}#{%FDRZ?~s|Yqcht$&I|V< z3YB9bgfMjb2dV3>Tw%RE5^|}6$+7V98x8cJw9)p7N~FZ1Dzqs^dzFC@oOrSQIYs`9 zv}4XaMQ|dBhK7WFe~3^*8ND*pkPA%0^Z=g4xQWGKc`;qP=sYsc6+Jwg`v!bfk!29$|Iq zDjJ>UMR_48rs@)jAda|iss^pcTp2UmoneQc^Uaok+jS!oH97V#wB*563xqr0^BsE# zAhFv_;|Wmx{*Xn{TvD9A0jU|4nd*C^aMlaRZf&OqrGhchiO2N0t?cuA@la^B;?Xx< zPjQ9%wuAg03E$CYvuk{{Pr+xXXo~S4|NbCj5EI*$rr|wP<#~@#P77#ePn>HwK~R?z zpXzVr-io(Bnbe^owEc99gg6z}7QT1HlbVt25)Lr_#*x+NKU&K`)s;r7Wh8?aZ(=U8 z!${E7d0uH7+!rn`zK!}PPyG4JOUw#g_Ub~KC?b_`%eu|_Cb=qA0mUjGua>E1-~$CO zz{V6?^rFUo{RFf3baGwEybrLA33NA3bm`3zsY-Q@3RqK)-G0~Tv-zWRZj6&WF63-9Z5FwUSnWYl{2P5Ycv51~{$rm?O3bPH5P zcIqA|R@q#EfbgC-Z|Y39?U6b6mjFmlR`I=KsGN!lEi#r)dYh4vp*Kr^@asB zy^sW2@kll>Iix<?jqNl#`vj%LsKIBt;WHdR?;BFr6p`?1dX%; zd@ojJb*YmO4J)q^_rViPP{xQrFYiGFC2!#$HQ&6D`kMmZE=K#pa&L`5Js^zX6%P96 z%GnOmfY5x5Uubov-;XZVCn#o~i?g;m8w_&s*$28??;Dx9>iLhoOr%X0h)>@Ywzx-G z>L?jF!7bi4z>Ldq*ac?OLPWuN3zP5B>U9(?cvxD11jo>x0*EyFq7(6zwx1&I^mfrkU#Q-UA9R%_bk`JpBbf$yB{8}Oqjs#$< z$k*`+fM3%_2bKenZA{2sj(sWDfH3Ye~<$(nmy;F<` ze#o<0@N_klom5g?Yei?DxHaF0oHGDF`aELb&c-bR&-Ee(5GD|r#NO>!jA{_Mg1kx5 z0r{)>yPH$gRgoFEb{e94*O+fJ9DJc4*R!$=qsqN~^MzCpgDxlfF6`=jNLLFzEbTk= zxBsGmQpf%KjehXGDQoPt2kM0xl6eqsrJKqq4rl9Fd?4(UyKrIWk?&uV z>0MT5WJq<=um%wMTbd+i%^~h@vPEB^Y!<8e*S~3~Ms+Qk47Sr{(R^Tgw5m+mb zimVPnS>QPAd!g+ODdyjrcaj)Z()*lK?q0NLeL<5%&jMZRuK|w?F zG=(*p1@v9dSxvv_hB*nRC9xm(E$HxNQRFBBEPtB!Ss+=e^zGEkRLwfgBIfk3m@ccB zgNfK-B^ish66%;8zsO-GQUOtO{q#T&*%6Xt0T5jj3M^_K{gn~T5{IuXAXNq2q*B`P z*-*`ezi9orIEmQ7aB@NjB>-0LTmUDa2RZ+NYywj(I2+pU>~z+W2YZ(TxSr}dZ~lP2 z+rM=SfmtiyStz@QO>T~Xtr6(0PBDx@ny-l#L)QOp-3 z<*x>NU8n?(Y6_|Al^@NqmUF*d+Hf6*yypU3soyhfl5(wZ2lNip45qw8-M zmzRVyIy=>=FgFwEE1XnxR5|(1j7#$Ku?~@tjhxpF`VDl$5P{1a;%8v@%Bo_>GeG6h z4jXCE+{4{9 zV4|GVI-ZJDX~FiQsgoSSC?u}8X1(-U+vzn~;4txijNk!VpdQdUB2tc3 z{_n^CvcL@M9e3DTa(HKzu<-Bq9RAlY{@;K6p9TIuw?M~w3m5O&4uAWD$cyUhoj;kY IbM4Om11MjoX#fBK literal 0 HcmV?d00001 diff --git a/B-Raft/src/project/build.properties b/B-Raft/src/project/build.properties new file mode 100644 index 00000000..010613d5 --- /dev/null +++ b/B-Raft/src/project/build.properties @@ -0,0 +1 @@ +sbt.version = 1.3.3 \ No newline at end of file diff --git a/B-Raft/src/project/plugins.sbt b/B-Raft/src/project/plugins.sbt new file mode 100644 index 00000000..731a40b0 --- /dev/null +++ b/B-Raft/src/project/plugins.sbt @@ -0,0 +1 @@ +addSbtPlugin("com.github.sbt" % "sbt-jacoco" % "3.1.0") \ No newline at end of file diff --git a/B-Raft/src/src/main/resources/application.conf b/B-Raft/src/src/main/resources/application.conf new file mode 100644 index 00000000..7dd70db9 --- /dev/null +++ b/B-Raft/src/src/main/resources/application.conf @@ -0,0 +1,50 @@ +akka { + + # Log Level (DEBUG, INFO, WARNING, ERROR) + loglevel = "INFO" +} + +kamon { + environment.service = "Braft" + apm.api-key = "" + apm.api-key = ${?KAMON_API_KEY} + instrumentals.akka.filters { + actors.track { + includes = [ "Braft/raftSystem/**"] + } + + dispatchers { + includes = [ "Braft/**" ] + } + + routers { + includes = [ "Braft/**" ] + } + } +} + +raftPrototype { + raftType="BRaft" + raftType=${?raftType} + + electionTimerIntervalMin=3 + electionTimerIntervalMin=${?electionTimerIntervalMin} + + electionTimerIntervalMax=4 + electionTimerIntervalMax=${?electionTimerIntervalMax} + + heartbeatTimerInterval=1 + heartbeatTimerInterval=${?heartbeatTimerInterval} + + nodes=21 + nodes=${?nodes} + + crashIntervalHeartbeats=1000000 + crashIntervalHeartbeats=${?crashIntervalHeartbeats} + + sleepDowntime=8 + sleepDowntime=${?sleepDowntime} + + maxTerm=9999 + maxterm=${?maxTerm} +} \ No newline at end of file diff --git a/B-Raft/src/src/main/resources/logback.xml b/B-Raft/src/src/main/resources/logback.xml new file mode 100644 index 00000000..2fdf6e9b --- /dev/null +++ b/B-Raft/src/src/main/resources/logback.xml @@ -0,0 +1,22 @@ + + + + + + [%date{ISO8601}]\t[%level]\t[%X{akkaSource}]\t- %msg%n + + + + + ${LOGFILE}} + + [%date{ISO8601}]\t[%level]\t[%X{akkaSource}]\t- %msg%n + + + + + + + + + \ No newline at end of file diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/Main.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/Main.scala new file mode 100644 index 00000000..e566f999 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/Main.scala @@ -0,0 +1,86 @@ +package de.maxbundscherer.scala.raft + +import akka.actor.ActorSystem +import akka.event.LoggingAdapter +import akka.util.Timeout +import de.maxbundscherer.scala.raft.aggregates.Aggregate.ActualData +import de.maxbundscherer.scala.raft.services.RaftService +import kamon.Kamon +import de.maxbundscherer.scala.raft.utils.Configuration + +import scala.concurrent.ExecutionContextExecutor +import scala.concurrent.duration._ + + +object Main extends App with Configuration { + def checkFinished(data: Vector[ActualData]): Boolean = { + log.info("Checking if data is consistent") + val uniqueHashCodes: Vector[Int] = data.map(_.data.hashCode()).distinct + uniqueHashCodes.size == 1 && data.head.data.size == 4 + } + + import de.maxbundscherer.scala.raft.services._ +// Kamon.init() + private implicit val actorSystem: ActorSystem = ActorSystem("raftSystem") + private implicit val executionContext: ExecutionContextExecutor = actorSystem.dispatcher + private implicit val timeout: Timeout = 15.seconds + private val log: LoggingAdapter = actorSystem.log + log.warning(s"Starting Main with Config:$Config") + + // No nice inheritance here unfortunately (in the interest of time...) + if (Config.raftTypeStr == "Raft") { + val raftService = new RaftService(numberNodes = Config.nodes) + + Thread.sleep(8000) + + raftService.appendData("x", "5") + raftService.appendData("y", "4") + raftService.appendData("z", "3") + raftService.appendData("q", "2") + + Thread.sleep(5000) + try { + var data: Vector[ActualData] = raftService.evaluateActualData + while(!checkFinished(data)) { + Thread.sleep(10000) + data = raftService.evaluateActualData + } + log.info(s"[VERIFY APPEND DATA], Consistent") + } + catch { + case _ => log.info(s"[UNABLE TO VERIFY DUE TO TIMEOUT]") + } + + log.warning("Press [Enter] to terminate actorSystem") +// scala.io.StdIn.readLine() + raftService.terminate() + } else { + val raftService = new BRaftService(numberNodes = Config.nodes) + + Thread.sleep(8000) + + raftService.appendBRaftData("x", "5") + raftService.appendBRaftData("y", "4") + raftService.appendBRaftData("z", "3") + raftService.appendBRaftData("q", "2") + + Thread.sleep(5000) + try { + var data: Vector[ActualData] = raftService.evaluateActualData + while(!checkFinished(data)) { + Thread.sleep(10000) + data = raftService.evaluateActualData + } + log.info(s"[VERIFY APPEND DATA], Consistent") + } + catch { + case _ => log.info(s"[UNABLE TO VERIFY DUE TO TIMEOUT]") + } + + log.warning("Press [Enter] to terminate actorSystem") +// scala.io.StdIn.readLine() + raftService.terminate() + } + Kamon.stop() + System.exit(0) +} \ No newline at end of file diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/actors/BRaftNodeActor.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/actors/BRaftNodeActor.scala new file mode 100644 index 00000000..fabf2cb7 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/actors/BRaftNodeActor.scala @@ -0,0 +1,824 @@ +package de.maxbundscherer.scala.raft.actors + +import akka.actor.{Actor, ActorLogging, ActorRef} +import de.maxbundscherer.scala.raft.aggregates.Aggregate.BehaviorEnum.BehaviorEnum +import de.maxbundscherer.scala.raft.aggregates.Aggregate._ +import de.maxbundscherer.scala.raft.aggregates.BRaftAggregate.GrantVote.GrantVoteSigned +import de.maxbundscherer.scala.raft.aggregates.BRaftAggregate.LogEntry +import de.maxbundscherer.scala.raft.schnorr.Schnorr.{string_sign, string_verify} +import de.maxbundscherer.scala.raft.utils.{Configuration, Hasher, RaftScheduler} + +import scala.collection.mutable.ArrayBuffer +import scala.concurrent.ExecutionContext + +// TODO verify/sign more (or all?) messages? +object BRaftNodeActor { + + import akka.actor.Props + + val prefix: String = "BraftNodeActor" + + def props()(implicit executionContext: ExecutionContext): Props = Props(new BRaftNodeActor()) + + /** + * Internal (mutable) actor state + * + */ + + /** + * + * @param lastHashCode Int (last hashcode from data) (used in FOLLOWER and LEADER behavior) + * @param entryLog ArrayBuffer[LogEntry] to keep track of all entries, in the order they arrive, and whether they + * are committed yet + * @param appendEntryResponseMap Map (Int ->Set[String]) that links LogEntry indices to a set of nodes that have already + * written that log entry. Used to control when an entry is committed by the node. + * @param publicKey PublicKey used by other nodes to verify messages + * @param privateKey Private Key used by this node to sign messages + * @param hasher Hasher (sha256) + * @param publicKeyStorage Map(String -> BigInt) stores the public keys of all other nodes, used for verifying messages + * were not tampered with. + * @param term current Leader term + * @param byzantineActor ??? TODO + * @param behaviour Current behaviour this node is exhibiting (one of : + * UNINITIALIZED, FOLLOWER, CANDIDATE, LEADER, SLEEP) + * @param forceIamNotConsistent boolean to force an IamNotConsistent RPC to be sent. + * Used when a majority of nodes committed a LogEntry, but this node + * has not received it yet. + * @param voteRequestResponses Map to track the Votes of each node in a Leader election (only for Leader state) + * Maps the node ID to GrantVoteSigned object + */ + case class BRaftNodeState( + var lastHashCode: BigInt = -1, + var entryLog: ArrayBuffer[LogEntry] = ArrayBuffer(), + var appendEntryResponseMap: Map[Int, Set[String]] = Map.empty, + var publicKey: BigInt = -1, + var privateKey: BigInt = -1, + var hasher: Hasher = Hasher(), + var publicKeyStorage: Map[String, BigInt] = Map.empty, + var term: Int = 0, + var byzantineActor: Option[ActorRef] = None, + var behaviour: BehaviorEnum = BehaviorEnum.UNINITIALIZED, + var forceIamNotConsistent: Boolean = false, + var voteRequestResponses: Map[String, GrantVoteSigned] = Map.empty, + var lastHeartBeatTimestamp: Long = 0 + ) extends NodeState + +} + +/** + * ------------------ + * --- BRaft Node ---- + * ------------------ + * + * # 5 Behaviors (Finite-state machine / FSM) + * + * !!! SEE PROJECT README !!! + * + * - (UNINITIALIZED) + * - FOLLOWER (Default - after init) + * - CANDIDATE (after election timeout) + * - LEADER + * - (SLEEP) (after simulated crash in LEADER) + */ +class BRaftNodeActor()(implicit val executionContext: ExecutionContext) + extends Actor + with ActorLogging + with RaftScheduler + with Configuration { + + import BRaftNodeActor._ + import de.maxbundscherer.scala.raft.aggregates.BRaftAggregate._ + + val notHandled = new Object + + val notHandledFun: Any => Object = (_: Any) => notHandled + + override def aroundReceive(receive: Receive, msg: Any): Unit = { + log.info(s"Received message:${msg.getClass.toGenericString},${this.state.behaviour},${this.state.term}") + super.aroundReceive(receive, msg) + } + + /** + * Mutable actor state + */ + override val state: BRaftNodeState = BRaftNodeState() + + log.info("Actor online (uninitialized)") + + /** + * Uninitialized behavior + */ + override def receive: Receive = { + + case InitActor(neighbours, keyPair, clientPublicKey, keys) => + log.info("Initializing actor") + + state.neighbours = neighbours + state.majority = ((neighbours.size + 1) / 2) + 1 + state.privateKey = keyPair._1 + state.publicKey = keyPair._2 + state.publicKeyStorage = keys + state.publicKeyStorage += (CLIENT_NAME -> clientPublicKey) + + log.debug(s"State: ${state.publicKeyStorage.toString()}") + log.debug(s"pubkey: ${state.publicKey}, keypair: ${keyPair}") + + changeBehavior( + fromBehavior = BehaviorEnum.UNINITIALIZED, + toBehavior = BehaviorEnum.FOLLOWER, + loggerMessage = s"Got ${state.neighbours.size} neighbours (majority=${state.majority})" + ) + + case any: Any => log.error(s"Node is not initialized but got message $any") + + } + + def verify_votes(term: Int, voteRequestResponses: Map[String, GrantVoteSigned]): Boolean = { + // For each voteRequestReponse verify signature, and count number of granted votes + val validVotes = voteRequestResponses.filter(entry => { + val node: String = entry._1 + val grantVoteSigned: GrantVoteSigned = entry._2 + string_verify(state.publicKeyStorage(node), grantVoteSigned.vote.toString, grantVoteSigned.signature) + }) + + validVotes.count(entry => entry._2.granted) >= state.majority && term > state.term + } + + /** + * Raft FOLLOWER + */ + def followerBehavior: Receive = { + + case GrantVoteSigned => //Ignore message + + case InitiateLeaderElection => + + changeBehavior(fromBehavior = BehaviorEnum.FOLLOWER, + toBehavior = BehaviorEnum.CANDIDATE, + loggerMessage = "No heartbeat from leader (InitiateLeaderElection case") + + case SchedulerTrigger.ElectionTimeout => + + changeBehavior(fromBehavior = BehaviorEnum.FOLLOWER, + toBehavior = BehaviorEnum.CANDIDATE, + loggerMessage = "No heartbeat from leader, ElectionTimeOut") + + case BroadcastTerm(term, voteRequestResponses) => + if (verify_votes(term, voteRequestResponses)) { + log.info(s"Updated term from: ${state.term}, to new term: ${term}, got enough valid votes") + state.term = term + + restartElectionTimer() + } else { + log.info(s"Node ${sender().path.name} says it is the new leader, but not enough votes are valid or granted, or term was lower") + changeBehavior(fromBehavior = BehaviorEnum.FOLLOWER, + toBehavior = BehaviorEnum.CANDIDATE, + loggerMessage = "Leader did not get enough valid votes") + } + + + case BroadcastKey(actorID, publicKey) => + + state.publicKeyStorage.get(actorID) match { + case Some(_) => // Already in the map + case None => + state.publicKeyStorage += (actorID -> publicKey) // Not in the map yet, therefore add it + log.debug(s"I received a BroadcastKey from: ${sender.path.name} and append it to my storage") + } + + + case SimulateLeaderCrash => sender ! IamNotTheLeader(actorName = self.path.name) + + case WhoIsLeader => sender ! IamNotTheLeader(actorName = self.path.name) + + case _: AppendData => sender ! IamNotTheLeader(actorName = self.path.name) + + case GetActualData => + + log.info(s"Returning actual data: ${state.data}") + sender ! ActualData(data = state.data) + + case GetState => + + log.info("I have sent my state") + sender ! MyStateIs(state) + + case Heartbeat(lastHashCode, publicKeysStorage, term) => + + // TODO : we have to take care of the scenario when a leader crash is initiated and the leader changes behavior from leader + // to sleep. In this period a new leader is elected and the publicKeyStorage and term will be updated accordingly. Only, as + // as the node is asleep it does not receive these updates. Therefore we need to make sure that this node will become eventually + // consistent i.e. has for the current term the right termID and publicKeyStorage to prevent inconsistent states. + // + // Do we want to send the publicKeyStorage everytime in a heartbeat? Does seem a bit cumbersome. + // Alternatively, we can change the behavior for a sleeping node as soon as it wakes up? But it is actually unaware who the + // new leader is therefore we can't ask or send IAmInconsistent to the leader. We have to wait for a heartbeat. + + log.debug(s"Got heartbeat from (${sender().path.name}), own entrylog: ${state.entryLog}") + log.debug(s"Got heartbeat from (${sender().path.name}), own data: ${state.data}") + + // One case in which this is called is when we had a sleeper node that just woken up and is unaware of the new + // term and key storage that were sent by the new leader. + val hashCodeEqual = lastHashCode.equals(state.lastHashCode) + val termEqual = this.state.term == term + val pubKeyStorageEqual = this.state.publicKeyStorage.equals(publicKeysStorage) +// val waitingForAERs = this.state.entryLog.count(logEntry => !logEntry.committed) > 0 + + if (!hashCodeEqual || !pubKeyStorageEqual || this.state.forceIamNotConsistent || !termEqual +// || waitingForAERs + ) { + this.state.forceIamNotConsistent = false + var reason = "" + if (!hashCodeEqual) reason += s"HashCode was not equal (was ${state.lastHashCode} expected $lastHashCode)," + if (!termEqual) reason += s"Term was not equal(was ${term} expected ${this.state.term}), " + if (!pubKeyStorageEqual) reason += s"PubKeyStorage was not equal(was ${this.state.publicKeyStorage.keys} expected ${publicKeysStorage.keys}), " + if (this.state.forceIamNotConsistent) reason += s"Forcing Inconsistent to update values" +// if (waitingForAERs) reason += s"Waiting for Append Entries Responses" + log.info(s"I am not consistent - request data from leader (reason: $reason)") + sender ! IamNotConsistent + } + + restartElectionTimer() + + /** + * AppendEntries happens here, but only to the log because we don't know if enough nodes have written it. + */ + case OverrideData(entryLog: ArrayBuffer[LogEntry], publicKeysStorage, term) => + log.info(s"Received OverrideData: entryLog: $entryLog, term: $term") + this.state.publicKeyStorage = publicKeysStorage + this.state.term = term + + val startIndex: Int = if (state.entryLog.nonEmpty) state.entryLog.length else 0 + // Only replay log if we got new entries + if (entryLog.nonEmpty && startIndex < entryLog.length) { + log.debug(s"Overriding data from index $startIndex, received log len: ${entryLog.length}, " + + s"entries: ${entryLog.toString()} \nslice: ${entryLog.slice(startIndex, entryLog.length)}") + // Replay all entries from latest index we have logged upwards + entryLog.slice(startIndex, entryLog.length).foreach(entry => handleReceivedEntry(entry)) + log.debug(s"finished replaying, own log: ${state.entryLog.toString()}") + log.info(s"Follower is writing data (newHashCode = ${state.entryLog.last.hash})") + } + + case RequestVote(term) => + + val heartBeatPeriodPassed = state.lastHeartBeatTimestamp < (System.currentTimeMillis() - electionTimeout) + log.info(s"Incoming VR from: ${sender.path.name}, state.alreadyVoted should be false," + + s"is ${state.alreadyVoted}, heartBeatPeriodPassed=$heartBeatPeriodPassed +, state.electionTimer.isDefined " + + s"should be true, is ${state.electionTimer.isDefined}, received term is $term, own term is ${state.term}") + + if (!state.alreadyVoted && term > state.term && heartBeatPeriodPassed) { + log.info(s"I voted for actor: ${sender.path.name}") + // We send the along with the signature, also the public key to the leader so that + // he can store all the public keys of all the actors that are currently participating + // in this term. + log.info(s"Granting vote to ${sender().path.name}") + val vote = Vote(granted = true, from = this.self.path.name, to = sender().path.name, term = term) + sender ! GrantVoteSigned(string_sign(this.state.privateKey, vote.toString), granted = true, vote) + state.alreadyVoted = true + } else { + log.info(s"I did not vote granted for actor: ${sender.path.name}") + val vote = Vote(granted = false, from = this.self.path.name, to = sender().path.name, term = state.term + 1) + sender ! GrantVoteSigned(string_sign(this.state.privateKey, vote.toString), granted = false, vote) + } + + case appendEntriesResponse: AppendEntriesResponse => + handleAppendEntriesResponse(appendEntriesResponse, sender().path.name) + + + case any: Any => + + log.warning(s"Got unhandled message in followerBehavior '${any.getClass.getSimpleName}' from (${sender().path.name})") + + } + + /** + * Raft CANDIDATE + */ + def candidateBehavior: Receive = { + + case GetActualData => + + log.info(s"Returning actual data: ${state.data}") + sender ! ActualData(data = state.data) + + case appendEntriesResponse: AppendEntriesResponse => + handleAppendEntriesResponse(appendEntriesResponse, sender().path.name) + + case BroadcastKey(_, _) => // Ignore this case here, a new node can not join during an election + + case GetState => + + log.info("I have sent my state") + sender ! MyStateIs(state) + + case SchedulerTrigger.ElectionTimeout => + + state.term = state.term - 1 + + changeBehavior( + fromBehavior = BehaviorEnum.CANDIDATE, + toBehavior = BehaviorEnum.FOLLOWER, + loggerMessage = s"Not enough votes (${state.voteCounter}/${state.majority})") + + case BroadcastTerm(_, _) => //Ignore + + case Heartbeat(_, _, term) => + + // if (state.term < term) { + // state.term = state.term - 1 + // + // changeBehavior( + // fromBehavior = BehaviorEnum.CANDIDATE, + // toBehavior = BehaviorEnum.FOLLOWER, + // loggerMessage = s"Not enough votes (${state.voteCounter}/${state.majority})") + // } + + case RequestVote => + val vote = Vote(granted = false, from = this.self.path.name, to = sender().path.name, term = this.state.term + 1) + sender ! GrantVoteSigned(string_sign(this.state.privateKey, vote.toString), granted = false, vote) + + case SimulateLeaderCrash => sender ! IamNotTheLeader(actorName = self.path.name) + + case WhoIsLeader => sender ! IamNotTheLeader(actorName = self.path.name) + + case _: AppendData => sender ! IamNotTheLeader(actorName = self.path.name) + + case grantVote: GrantVoteSigned => + if (grantVote.granted && string_verify(state.publicKeyStorage(sender().path.name), grantVote.vote.toString, grantVote.signature)) { + state.voteCounter = state.voteCounter + 1 + + log.debug(s"Got vote ${state.voteCounter}/${state.majority} from (${sender().path.name})") + state.voteRequestResponses += sender().path.name -> grantVote + if (state.voteCounter >= state.majority) { + + log.info(s"The new term is ${state.term}") + + changeBehavior( + fromBehavior = BehaviorEnum.CANDIDATE, + toBehavior = BehaviorEnum.LEADER, + loggerMessage = s"Become leader - enough votes (${state.voteCounter}/${state.majority})" + ) + + // TODO : as the leader is elected we want to broadcast all the publicKeys it has received during the + // leader election of the nodes that have participated. + + + log.info("Became leader, broadcasting term to all neighbours") + state.neighbours.foreach({ neighbour => + neighbour ! BroadcastTerm(state.term, state.voteRequestResponses) + }) + + } + } + + case any: Any => + log.warning(s"Got unhandled message in candidateBehavior '${any.getClass.getSimpleName}' from (${sender().path.name})") + } + + /** + * Raft LEADER + */ + def leaderBehavior: Receive = { + case msg: Any => + leaderMatch(msg) + } + + /** + * Default leader behavior + * + * @param msg received message + */ + def leaderMatch(msg: Any): Unit = msg match { + case BroadcastKey(actorID, publicKey) => + log.info("BroadCastKeys") + state.publicKeyStorage.get(actorID) match { + case Some(_) => // Already in the map + case None => state.publicKeyStorage += (actorID -> publicKey) // Not in the map yet, therefore add it + } + + case BroadcastTerm(term, voteRequestResponses) => + if (verify_votes(term, voteRequestResponses)) { + changeBehavior(fromBehavior = BehaviorEnum.LEADER, + toBehavior = BehaviorEnum.FOLLOWER, + loggerMessage = "there is a new leader with higher term and majority of the votes, stepping down") + } + + case SchedulerTrigger.Heartbeat => + + log.info(s"My state is: ${state.behaviour}, and I am going to send a heartbeat! (counter = ${state.heartbeatCounter})") + + state.neighbours.foreach(neighbour => neighbour ! Heartbeat(lastHashCode = state.lastHashCode, state.publicKeyStorage, state.term)) + + state.heartbeatCounter = state.heartbeatCounter + 1 + + if (state.heartbeatCounter >= Config.crashIntervalHeartbeats) { + changeBehavior( + fromBehavior = BehaviorEnum.LEADER, + toBehavior = BehaviorEnum.SLEEP, + loggerMessage = s"Simulated test crash (crashIntervalHeartbeats) - sleep ${Config.sleepDowntime} seconds now" + ) + } + + case BroadcastTerm => //Ignore + + case GrantVoteSigned => //Ignore message + + case GrantVote => //Ignore message + + case RequestVote => //Ignore message + + case appendEntriesResponse: AppendEntriesResponse => + handleAppendEntriesResponse(appendEntriesResponse, sender().path.name) + + case SimulateLeaderCrash => + + sender ! LeaderIsSimulatingCrash(actorName = self.path.name) + + changeBehavior( + fromBehavior = BehaviorEnum.LEADER, + toBehavior = BehaviorEnum.SLEEP, + loggerMessage = s"Simulated test crash (externalTrigger) - sleep ${Config.sleepDowntime} seconds now" + ) + + case WhoIsLeader => + + sender ! IamTheLeader(actorName = self.path.name) + + case AppendData(key, value, signature) => + log.info(s"Appending new data in Leader Node: ($key -> $value)") + + // Create the hash and find the relevant public key + val newHash = createIncrementalHash(key, value, state.lastHashCode) + val publicKey = state.publicKeyStorage(CLIENT_NAME) + + // Check if the signature is correct with verify + if (!string_verify(publicKey, s"$key,$value", signature)) { + log.warning("Signature from client was invalid. Ignoring this message") + sender ! WriteResponse(actorName = self.path.name, success = false, reason = "Signature from client was Invalid") + } else { + sender ! WriteResponse(actorName = self.path.name, success = true, "Write successful in leader") + handleReceivedEntry(LogEntry(key, value, newHash, signature)) + log.info(s"[SEND APR], ${System.currentTimeMillis()}, (key/value = $key->$value), (newHashCode = ${state.lastHashCode}), Leader is writing data") + + // AppendEntriesResponse: + // TODO what to do here, entry is not committed/replicated yet + // sender ! WriteSuccess(actorName = self.path.name) + } + + case GetActualData => + + log.info(s"Returning actual data: ${state.data}") + sender ! ActualData(data = state.data) + + case GetState => + + log.info("I have sent my state") + sender ! MyStateIs(state) + + case BroadcastKey(actorID, publicKey) => + + // First add the public key of the new node in the map, if it isn't already. Of course + // it is not always the case that an inconsistent node is a new node (such as a sleeper) + + // Check if the key is already in the store, if not we add it and broadcast the new key to all the followers as a heartbeat + + state.publicKeyStorage.get(actorID) match { + case Some(_) => // Hooray we already have this actor in our storage + case None => // This actor is unknown to us as of now, we are broadcasting the new key + + state.publicKeyStorage += (actorID -> publicKey) // Not in the map yet, therefore add it + log.debug(s"I received a BroadcastKey from: ${sender.path.name} and append it to my storage") + + val followers = state.neighbours.filter(neighbour => neighbour != sender) + + followers.foreach(follower => { + follower ! BroadcastKey(actorID, publicKey) + }) + } + + case IamNotConsistent => + // AppendEntries + log.info(s"Leader received IamNotConsistent from ${sender().path.name}") + sender ! OverrideData(data = state.entryLog, publicKeysStorage = this.state.publicKeyStorage, term = this.state.term) + + case Heartbeat(_, _, _) => + if (sender().path.name != this.self.path.name) { + log.debug(s"Received heartbeat from ${sender().path.name}") + } + + case BecomeByzantine => + changeBehavior( + fromBehavior = BehaviorEnum.LEADER, + toBehavior = BehaviorEnum.BYZANTINELEADER, + loggerMessage = s"Received BecomeByzantine RPC, transitioning to Byzantine Leader" + ) + + case any: Any => + log.warning(s"Got unhandled message in leaderBehavior '${any.getClass.getSimpleName}' from (${sender().path.name})") + } + + /** + * Byzantine leader behavior + * + * @param msg received message + */ + def byzantineLeaderMatch(msg: Any): Unit = msg match { + + case AppendData(key, value, signature) => + log.info(s"Appending new data in Byzantine Leader Node: ($key -> $value)") + + // Create the hash and find the relevant public key + val newHash = createIncrementalHash(key, value, state.lastHashCode) + val publicKey = state.publicKeyStorage(CLIENT_NAME) + + handleReceivedEntry(LogEntry(key, value, newHash, signature)) + log.info(s"Byzantine Leader is writing data ($key->$value) (newHashCode = ${newHash})\n " + + s"Waiting for enough nodes to write before committing") + + // AppendEntriesResponse: + // TODO what to do here, entry is not committed/replicated yet + // sender ! WriteSuccess(actorName = self.path.name) + sender ! WriteResponse(actorName = self.path.name, success = true, "Write successful in leader") + + case any => + leaderMatch(any) + } + + /** + * Byzantine Raft LEADER + */ + def byzantineLeaderBehavior: Receive = { + case msg: Any => + log.debug("ByzantineBehavior") + byzantineLeaderMatch(msg) + } + + /** + * Sleep behavior + */ + def sleepBehavior: Receive = { + + case GetActualData => + + log.info(s"Returning actual data: ${state.data}") + sender ! ActualData(data = state.data) + + case SchedulerTrigger.Awake => + + changeBehavior(fromBehavior = BehaviorEnum.SLEEP, + toBehavior = BehaviorEnum.FOLLOWER, + loggerMessage = s"Awake after ${Config.sleepDowntime} seconds downtime") + + case SimulateLeaderCrash => sender ! IamNotTheLeader(actorName = self.path.name) + + case WhoIsLeader => sender ! IamNotTheLeader(actorName = self.path.name) + + case _: AppendData => sender ! IamNotTheLeader(actorName = self.path.name) + + case appendEntriesResponse: AppendEntriesResponse => + handleAppendEntriesResponse(appendEntriesResponse, sender.path.name) + + } + + /** + * Store a newly received entry until we are confident more + * than half the nodes have written it. + */ + private def handleReceivedEntry(logEntry: LogEntry): Unit = { + log.info(s"Entry received: $logEntry") + if (addEntryToLog(logEntry)) { + val idx = state.entryLog.length - 1 + val s = this.state.appendEntryResponseMap.getOrElse(idx, Set.empty) + this.state.appendEntryResponseMap += (idx -> s) + + // Broadcast AppendEntriesResponse to all neighbours + val appendEntriesResponse = AppendEntriesResponse(idx, state.entryLog.last.hash) + appendEntriesResponse.sign(state.privateKey) + + log.debug(s"Signing entry at ${appendEntriesResponse.index} with hash ${appendEntriesResponse.hash}, " + + s"pubkey: ${state.publicKey}, private key: ${state.privateKey}: " + + s"signature: ${appendEntriesResponse.signature}") + + this.state.neighbours.foreach(node => node ! appendEntriesResponse) + } else { + // TODO inconsistent hash, but how to handle? + } + } + + /** + * Handle an AppendEntriesResponse received from another node. This message states + * that the sender has written the entry to their log. + * + * @param appendEntriesResponse Message sent by the node to notify the cluster that it has written an entry + * @param senderName Name of the node that sent this AppendEntriesResponse + */ + private def handleAppendEntriesResponse(appendEntriesResponse: AppendEntriesResponse, senderName: String): Unit = { + // verify signature + val index = appendEntriesResponse.index + val hash = appendEntriesResponse.hash + val signature = appendEntriesResponse.signature + // We only care about this message if + // 1. we have not received the message to write this entry + // 2. or we have not committed this entry ourselves. + if (state.entryLog.length <= index || (!state.entryLog(index).committed)) { + if (string_verify(state.publicKeyStorage(senderName), appendEntriesResponse.toString, signature)) { + + log.debug(s"Signature verified, updating uncommittedEntries at index $index to include $senderName") + var newCommittedNeighboursSet: Set[String] = state.appendEntryResponseMap.getOrElse(index, Set.empty) + newCommittedNeighboursSet += senderName + state.appendEntryResponseMap += (index -> newCommittedNeighboursSet) + + // Check if we need to write an uncommitted entry to data + if (newCommittedNeighboursSet.size >= state.majority && this.state.entryLog.size > index && hash == this.state.entryLog(index).hash) { + // Check if we have 'old' entries that also need to be committed (as they inductively got enough + // append entries responses) + val indicesToCommit = Range(0, index+1).filter(i => state.entryLog.size > i && !state.entryLog(i).committed) + log.info(s"enough nodes committed entry/entries at index $indicesToCommit, I am also committing this entry") + + indicesToCommit.foreach(f = commitEntry) + } + } else { + log.warning(s"Signature from $senderName was invalid, ignoring msg") + log.debug(s"AppendEntriesResponse at $index from $senderName, verifiedMessage = false, " + + s"pubkey of sender:\t ${state.publicKeyStorage(senderName)}, with msg: \t${appendEntriesResponse.toString}, " + + s"signature:\t $signature") + } + } else { + log.debug(s"Entry at $index already committed") + } + } + + /** + * Write a LogEntry from entryLog to state.data. + * Called when a majority of nodes has written an entry + * + * @param entryLogIndex Index of the entry to write. + */ + private def commitEntry(entryLogIndex: Int): Unit = { + if (state.entryLog.length <= entryLogIndex) { + // inconsistent, we don't have access to the leader here so we wait for + // a heartbeat and then respond with IamNotConsistent. + log.warning("Trying to commit log which is not in my entryLog, forcing IamNotConsistent") + this.state.forceIamNotConsistent = true + } else { + val entry = state.entryLog(entryLogIndex) + state.data += (entry.key -> entry.value) + log.info(s"[FOLLOWER WRITING DATA], ${System.currentTimeMillis()}, (data = ${state.data}), (newHashCode = ${state.lastHashCode}), The follower is writing the new data") + entry.committed = true + } + } + + private def clientEntryToString(key: String, value: String) = { + s"$key,$value" + } + + /** + * Write a LogEntry to the entryLog, also check the hash to verify the order. + * + * @param logEntry to write + * @return whether the write was successful + */ + private def addEntryToLog(logEntry: LogEntry): Boolean = { + val (key, value, expectedHash, clientSignature) = (logEntry.key, logEntry.value, logEntry.hash, logEntry.clientSignature) + + // Verify this message actually came from the client + if (string_verify(state.publicKeyStorage(CLIENT_NAME), clientEntryToString(key, value), clientSignature)) { + + log.debug(s"addEntryToLog(key=$key,value=$value), prevhash=${state.lastHashCode}") + val hashCode = createIncrementalHash(key, value, state.lastHashCode) + if (hashCode == expectedHash) { + this.state.lastHashCode = hashCode + state.entryLog.addOne(LogEntry(key, value, hashCode, clientSignature)) + log.debug(s"addEntryToLog finished successfuly, new hash=${state.lastHashCode}") + true + } else { + log.debug(s"Inconsistent hash in addEntryToLog, own computed hash=\n:$hashCode, but received hash was:" + + s"\n:$expectedHash, \n:${hashCode - expectedHash}") + false + } + } else { + log.warning(s"Received LogEntry with invalid client signature (was $clientSignature), discarding") + false + } + } + + /** + * Create the incremental hash used to verify data lineage. + * It's composed of the key and value of the current entry, and the hash of the + * previous entry. This ensures that if two nodes have equal hashes + * at index i, then all entries before index i were equal. + * + * @param key key + * @param value value + * @param lastHash previous incremental hash + * @return hash + */ + private def createIncrementalHash(key: String, value: String, lastHash: BigInt): BigInt = { + val hashstr = s"key=$key value=$value lasthash=$lastHash" + log.debug(s"Hashing: $hashstr") + val hash = this.state.hasher.hash(hashstr) + log.debug(s"create Incremental Hash: $hash") + hash + } + + /** + * Change actor behavior + * + * @param fromBehavior Behavior + * @param toBehavior Behavior + * @param loggerMessage String (logging) + */ + private def changeBehavior(fromBehavior: BehaviorEnum, + toBehavior: BehaviorEnum, + loggerMessage: String): Unit = { + + log.info(s"Change behavior from '$fromBehavior' to '$toBehavior' ($loggerMessage)") + + /** + * Before change of behavior + */ + val newBehavior: Receive = toBehavior match { + + case BehaviorEnum.FOLLOWER => + restartElectionTimer() + stopHeartbeatTimer() + followerBehavior + + case BehaviorEnum.CANDIDATE => + restartElectionTimer() + stopHeartbeatTimer() + candidateBehavior + + case BehaviorEnum.LEADER => + stopElectionTimer() + restartHeartbeatTimer() + leaderBehavior + + case BehaviorEnum.BYZANTINELEADER => + stopElectionTimer() + restartHeartbeatTimer() + byzantineLeaderBehavior + + case BehaviorEnum.SLEEP => + stopElectionTimer() + stopHeartbeatTimer() + sleepBehavior + + case _ => + stopElectionTimer() + stopHeartbeatTimer() + receive + + } + + /** + * Change of behavior + */ + context.become(newBehavior) + + /** + * After change of behavior + */ + toBehavior match { + + case BehaviorEnum.FOLLOWER => + + state.alreadyVoted = false + state.behaviour = BehaviorEnum.FOLLOWER + + case BehaviorEnum.CANDIDATE => + + state.voteCounter = 0 + + // Send a VR to all neighbours and itself with increased termID + // If the candidate becomes a leader the term should increased by one, as the leader election has ended + // Also the followers should be informed about this new term + state.term = state.term + 1 + state.neighbours.foreach(neighbour => neighbour ! RequestVote(state.term)) + val vote = Vote(granted = true, this.self.path.name, this.self.path.name, state.term) + self ! GrantVoteSigned(string_sign(this.state.privateKey, vote.toString), granted = true, vote) + + state.behaviour = BehaviorEnum.CANDIDATE + + case BehaviorEnum.LEADER => + + state.heartbeatCounter = 0 + state.behaviour = BehaviorEnum.LEADER + + case BehaviorEnum.BYZANTINELEADER => + log.info("Becoming Byzantine Leader") + state.heartbeatCounter = 0 + state.behaviour = BehaviorEnum.BYZANTINELEADER + + case BehaviorEnum.SLEEP => + + scheduleAwake() + state.behaviour = BehaviorEnum.SLEEP + + case _ => + + state.behaviour = BehaviorEnum.UNINITIALIZED + } + + } +} \ No newline at end of file diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/actors/RaftNodeActor.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/actors/RaftNodeActor.scala new file mode 100644 index 00000000..732ab61e --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/actors/RaftNodeActor.scala @@ -0,0 +1,345 @@ +package de.maxbundscherer.scala.raft.actors + +import akka.actor.{Actor, ActorLogging} +import de.maxbundscherer.scala.raft.aggregates.Aggregate.BehaviorEnum.BehaviorEnum +import de.maxbundscherer.scala.raft.aggregates.Aggregate._ +import de.maxbundscherer.scala.raft.aggregates.RaftAggregate._ +import de.maxbundscherer.scala.raft.utils.{Configuration, RaftScheduler} + +import scala.concurrent.ExecutionContext + +object RaftNodeActor { + + import akka.actor.Props + + val prefix: String = "raftNodeActor" + def props()(implicit executionContext: ExecutionContext): Props = Props(new RaftNodeActor()) + + /** + * Internal (mutable) actor state + * @param lastHashCode Int (last hashcode from data) (used in FOLLOWER and LEADER behavior) + */ + case class RaftNodeState( + var lastHashCode : Int = -1, + ) extends NodeState +} + +/** + * ------------------ + * --- Raft Node ---- + * ------------------ + * + * # 5 Behaviors (Finite-state machine / FSM) + * + * !!! SEE PROJECT README !!! + * + * - (UNINITIALIZED) + * - FOLLOWER (Default - after init) + * - CANDIDATE (after election timeout) + * - LEADER + * - (SLEEP) (after simulated crash in LEADER) + */ +class RaftNodeActor()(implicit val executionContext: ExecutionContext) + extends Actor + with ActorLogging + with RaftScheduler + with Configuration { + + import RaftNodeActor._ + + + /** + * Mutable actor state + */ + override val state: RaftNodeState = RaftNodeState() + + val notHandled = new Object + + val notHandledFun: Any => Object = (_: Any) => notHandled + + override def aroundReceive(receive: Receive, msg: Any): Unit = { + log.info(s"${System.currentTimeMillis()},Received message:${msg.getClass.toGenericString},,") + super.aroundReceive(receive, msg) + } + + log.info("Actor online (uninitialized)") + + /** + * Change actor behavior + * @param fromBehavior Behavior + * @param toBehavior Behavior + * @param loggerMessage String (logging) + */ + private def changeBehavior(fromBehavior: BehaviorEnum, + toBehavior: BehaviorEnum, + loggerMessage: String): Unit = { + + log.info(s"${System.currentTimeMillis()},Change behavior from '$fromBehavior' to '$toBehavior' ($loggerMessage)") + + /** + * Before change of behavior + */ + val newBehavior: Receive = toBehavior match { + + case BehaviorEnum.FOLLOWER => + restartElectionTimer() + stopHeartbeatTimer() + followerBehavior + + case BehaviorEnum.CANDIDATE => + restartElectionTimer() + stopHeartbeatTimer() + candidateBehavior + + case BehaviorEnum.LEADER => + stopElectionTimer() + restartHeartbeatTimer() + leaderBehavior + + case BehaviorEnum.SLEEP => + stopElectionTimer() + stopHeartbeatTimer() + sleepBehavior + + case _ => + stopElectionTimer() + stopHeartbeatTimer() + receive + + } + + /** + * Change of behavior + */ + context.become(newBehavior) + + /** + * After change of behavior + */ + toBehavior match { + + case BehaviorEnum.FOLLOWER => + + state.alreadyVoted = false + + case BehaviorEnum.CANDIDATE => + + state.voteCounter = 0 + state.neighbours.foreach(neighbour => neighbour ! RequestVote) + self ! GrantVote + + case BehaviorEnum.LEADER => + + state.heartbeatCounter = 0 + + case BehaviorEnum.SLEEP => + + scheduleAwake() + + case _ => + + } + + } + + /** + * Uninitialized behavior + */ + override def receive: Receive = { + + case InitActor(neighbours) => + + state.neighbours = neighbours + state.majority = ( (neighbours.size + 1) / 2 ) + 1 + + changeBehavior( + fromBehavior = BehaviorEnum.UNINITIALIZED, + toBehavior = BehaviorEnum.FOLLOWER, + loggerMessage = s"Got ${state.neighbours.size} neighbours (majority=${state.majority})" + ) + + case _: Any => log.error("Node is not initialized") + + } + + /** + * Raft FOLLOWER + */ + def followerBehavior: Receive = { + + case SchedulerTrigger.ElectionTimeout => + + changeBehavior(fromBehavior = BehaviorEnum.FOLLOWER, + toBehavior = BehaviorEnum.CANDIDATE, + loggerMessage = "No heartbeat from leader") + + case SimulateLeaderCrash => sender ! IamNotTheLeader(actorName = self.path.name) + + case WhoIsLeader => sender ! IamNotTheLeader(actorName = self.path.name) + + case _: AppendData => sender ! IamNotTheLeader(actorName = self.path.name) + + case GetActualData => + + log.info(s"Returning actual data ${state.data}") + sender ! ActualData(data = state.data) + + case Heartbeat(lastHashCode) => + + log.debug(s"Got heartbeat from (${sender().path.name})") + + if(! lastHashCode.equals(state.lastHashCode)) { + + log.info("I am not consistent - request data from leader") + sender ! IamNotConsistent + } + + restartElectionTimer() + + case OverrideData(newData) => + + state.data = newData + state.lastHashCode = state.data.hashCode() + + log.info(s"[FOLLOWER WRITING DATA], ${System.currentTimeMillis()}, (data = ${state.data}), (newHashCode = ${state.lastHashCode}), The follower is writing the new data") + + + //log.info(s"Follower is writing data (newHashCode = ${state.lastHashCode})") + + case RequestVote => + + if(!state.alreadyVoted) { + sender ! GrantVote + state.alreadyVoted = true + } + + case any: Any => + + log.warning(s"Got unhandled message in followerBehavior '${any.getClass.getSimpleName}' from (${sender().path.name})") + + } + + /** + * Raft CANDIDATE + */ + def candidateBehavior: Receive = { + + case SchedulerTrigger.ElectionTimeout => + + changeBehavior( + fromBehavior = BehaviorEnum.CANDIDATE, + toBehavior = BehaviorEnum.FOLLOWER, + loggerMessage = s"Not enough votes (${state.voteCounter}/${state.majority})") + + case _: Heartbeat => //Ignore message + + case RequestVote => //Ignore message + + case SimulateLeaderCrash => sender ! IamNotTheLeader(actorName = self.path.name) + + case WhoIsLeader => sender ! IamNotTheLeader(actorName = self.path.name) + + case _: AppendData => sender ! IamNotTheLeader(actorName = self.path.name) + + case GrantVote => + + state.voteCounter = state.voteCounter + 1 + + log.debug(s"Got vote ${state.voteCounter}/${state.majority} from (${sender().path.name})") + + if (state.voteCounter >= state.majority) { + + changeBehavior( + fromBehavior = BehaviorEnum.CANDIDATE, + toBehavior = BehaviorEnum.LEADER, + loggerMessage = s"Become leader - enough votes (${state.voteCounter}/${state.majority})" + ) + + } + + case any: Any => + + log.warning(s"Got unhandled message in candidateBehavior '${any.getClass.getSimpleName}' from (${sender().path.name})") + + } + + /** + * Raft LEADER + */ + def leaderBehavior: Receive = { + + case SchedulerTrigger.Heartbeat => + + state.neighbours.foreach(neighbour => neighbour ! Heartbeat(lastHashCode = state.lastHashCode)) + + state.heartbeatCounter = state.heartbeatCounter + 1 + + if (state.heartbeatCounter >= Config.crashIntervalHeartbeats) { + changeBehavior( + fromBehavior = BehaviorEnum.LEADER, + toBehavior = BehaviorEnum.SLEEP, + loggerMessage = s"Simulated test crash (crashIntervalHeartbeats) - sleep ${Config.sleepDowntime} seconds now" + ) + } + + case GrantVote => //Ignore message + + case RequestVote => //Ignore message + + case SimulateLeaderCrash => + + sender ! LeaderIsSimulatingCrash(actorName = self.path.name) + + changeBehavior( + fromBehavior = BehaviorEnum.LEADER, + toBehavior = BehaviorEnum.SLEEP, + loggerMessage = s"Simulated test crash (externalTrigger) - sleep ${Config.sleepDowntime} seconds now" + ) + + case WhoIsLeader => + + sender ! IamTheLeader(actorName = self.path.name) + + case AppendData(key, value) => + + state.data = state.data + (key -> value) + state.lastHashCode = state.data.hashCode() + + log.info(s"[SEND APR], ${System.currentTimeMillis()}, (key/value = $key->$value), (newHashCode = ${state.lastHashCode}), Leader is writing data") + + sender ! WriteSuccess(actorName = self.path.name) + + case GetActualData => + log.info(s"Returning actual data ${state.data}") + sender ! ActualData(data = state.data) + + case IamNotConsistent => + + sender ! OverrideData(data = state.data) + + case any: Any => + + log.warning(s"Got unhandled message in leaderBehavior '${any.getClass.getSimpleName}' from (${sender().path.name})") + + } + + /** + * Sleep behavior + */ + def sleepBehavior: Receive = { + + case SchedulerTrigger.Awake => + + changeBehavior(fromBehavior = BehaviorEnum.SLEEP, + toBehavior = BehaviorEnum.FOLLOWER, + loggerMessage = s"Awake after ${Config.sleepDowntime} seconds downtime") + + case SimulateLeaderCrash => sender ! IamNotTheLeader(actorName = self.path.name) + + case WhoIsLeader => sender ! IamNotTheLeader(actorName = self.path.name) + + case _: AppendData => sender ! IamNotTheLeader(actorName = self.path.name) + + } + +} \ No newline at end of file diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/Aggregate.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/Aggregate.scala new file mode 100644 index 00000000..361da38b --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/Aggregate.scala @@ -0,0 +1,61 @@ +package de.maxbundscherer.scala.raft.aggregates + +import akka.actor.Cancellable + + +object Aggregate { + import akka.actor.ActorRef + + trait Request + trait Response + + /** + * Internal (mutable) actor state + * @param neighbours Vector with another actors + * @param electionTimer Cancellable for timer (used in FOLLOWER and CANDIDATE behavior) + * @param heartbeatTimer Cancellable for timer (used in LEADER behavior) + * @param alreadyVoted Boolean (has already voted in FOLLOWER behavior) + * @param voteCounter Int (counter in CANDIDATE behavior) + * @param majority Int (calculated majority - set up in init) + * @param heartbeatCounter Int (auto simulate crash after some heartbeats in LEADER behavior) + * @param data Map (String->String) (used in FOLLOWER and LEADER behavior) + */ + class NodeState( + var neighbours : Vector[ActorRef] = Vector.empty, + var electionTimer : Option[Cancellable] = None, + var heartbeatTimer : Option[Cancellable] = None, + var alreadyVoted : Boolean = false, + var voteCounter : Int = 0, + var majority : Int = -1, + var heartbeatCounter : Int = 0, + var data : Map[String, String] = Map.empty, + ) + + case class GetActualData(data: Map[String, String]) extends Request + case class ActualData(data: Map[String, String]) extends Response + + object WhoIsLeader extends Request + case class IamTheLeader(actorName: String) extends Response + case class IamNotTheLeader(actorName: String) extends Response + + object GetState extends Request + + object SimulateLeaderCrash extends Request + case class LeaderIsSimulatingCrash(actorName: String) extends Response + + object InitiateLeaderElection + extends Response + + //FSM States (RaftNodeActor) + object BehaviorEnum extends Enumeration { + type BehaviorEnum = Value + val UNINITIALIZED, FOLLOWER, CANDIDATE, LEADER, SLEEP, BYZANTINELEADER = Value + } + + //Used by RaftScheduler + object SchedulerTrigger { + object ElectionTimeout + object Heartbeat + object Awake + } +} diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/BRaftAggregate.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/BRaftAggregate.scala new file mode 100644 index 00000000..12610a39 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/BRaftAggregate.scala @@ -0,0 +1,68 @@ +package de.maxbundscherer.scala.raft.aggregates + +import de.maxbundscherer.scala.raft.actors.BRaftNodeActor.BRaftNodeState +import de.maxbundscherer.scala.raft.aggregates.Aggregate.{Request, Response} +import de.maxbundscherer.scala.raft.aggregates.BRaftAggregate.GrantVote.GrantVoteSigned +import de.maxbundscherer.scala.raft.schnorr.Schnorr.string_sign + +import scala.collection.mutable.ArrayBuffer + +object BRaftAggregate { + import akka.actor.ActorRef + + + case class InitActor(neighbours: Vector[ActorRef], keyPair: (BigInt, BigInt), clientPublicKey: BigInt, keys: Map[String, BigInt]) extends Request + + case class RequestVote(term: Int) extends Request + + object GrantVote { + sealed trait Response + final case class GrantVoteSigned(signature: BigInt, granted: Boolean, vote: Vote) extends Response + } + +// object GrantVote extends Response + case class RejectMessage(reason: String) + case class Heartbeat(lastHashCode: BigInt, publicKeysStorage: Map[String, BigInt], term: Int) extends Request + case class IamNotConsistent() extends Response + + case class OverrideData(data: ArrayBuffer[LogEntry], publicKeysStorage: Map[String, BigInt], term: Int) extends Request + case class AppendEntriesResponse(index: Int, hash: BigInt) { + var signature: BigInt = -1 + override def toString: String = { + s"hash=$hash,index=$index" + } + + def sign(privateKey: BigInt): Unit = { + signature = string_sign(privateKey, this.toString) + } + } + + case class BecomeByzantine() extends Request + + + case class AppendData(key: String, + value: String, + signature: BigInt) extends Request + case class WriteResponse(actorName: String, success: Boolean, reason: String) extends Response + + case class BroadcastKey(actorID: String, publicKeys: BigInt) extends Request + case class BroadcastTerm(term: Int, voteRequestResponses: Map[String, GrantVoteSigned]) extends Request + case class BroadcastVotesToClient() + + case class LogEntry(key: String, value: String, hash: BigInt, clientSignature: BigInt) { + var committed: Boolean = false + override def toString: String = { + s"$key->$value, hash:$hash" + } + } + + case class Vote(granted: Boolean, from: String, to:String, term:Int) { + override def toString: String = { + s"$from $granted vote $to in $term" + } + } + + case class MyStateIs(state: BRaftNodeState) extends Response + + val CLIENT_NAME: String = "client" +} \ No newline at end of file diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/RaftAggregate.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/RaftAggregate.scala new file mode 100644 index 00000000..302c03e4 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/aggregates/RaftAggregate.scala @@ -0,0 +1,22 @@ +package de.maxbundscherer.scala.raft.aggregates + +import de.maxbundscherer.scala.raft.aggregates.Aggregate.Request +import de.maxbundscherer.scala.raft.aggregates.Aggregate.Response + +object RaftAggregate { + import akka.actor.ActorRef + + + case class InitActor(neighbours: Vector[ActorRef]) extends Request + + object RequestVote extends Request + object GrantVote extends Response + + case class Heartbeat(lastHashCode: Int) extends Request + object IamNotConsistent extends Response + case class OverrideData(data: Map[String, String]) extends Request + + case class AppendData(key: String, value: String) extends Request + case class WriteSuccess(actorName: String) extends Response + +} \ No newline at end of file diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/examples/SimpleActor.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/examples/SimpleActor.scala new file mode 100644 index 00000000..c37c5c3e --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/examples/SimpleActor.scala @@ -0,0 +1,19 @@ +package de.maxbundscherer.scala.raft.examples + +import akka.actor.{Actor, ActorLogging} + +class SimpleActor extends Actor with ActorLogging { + + override def receive: Receive = { + + case data: String => + + sender ! data + "-pong" + + case any: Any => + + log.error(s"Got unhandled message '$any'") + + } + +} \ No newline at end of file diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/examples/SimpleFSMActor.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/examples/SimpleFSMActor.scala new file mode 100644 index 00000000..5e552076 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/examples/SimpleFSMActor.scala @@ -0,0 +1,38 @@ +package de.maxbundscherer.scala.raft.examples + +import akka.actor.{Actor, ActorLogging} + +object SimpleFSMActor { + + //Initialize message/command + case class Initialize(state: Int) + +} + +class SimpleFSMActor extends Actor with ActorLogging { + + import SimpleFSMActor._ + + //Actor mutable state + private var state = -1 + + //Initialized behavior + def initialized: Receive = { + + case any: Any => log.info(s"Got message '$any'") + + } + + //Default behavior + override def receive: Receive = { + + case Initialize(newState) => + + state = newState + context.become(initialized) + + case any: Any => log.error(s"Not initialized '$any'") + + } + +} \ No newline at end of file diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/Schnorr.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/Schnorr.scala new file mode 100644 index 00000000..83555889 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/Schnorr.scala @@ -0,0 +1,103 @@ +package de.maxbundscherer.scala.raft.schnorr + +import de.maxbundscherer.scala.raft.schnorr.SchnorrMath._ +import de.maxbundscherer.scala.raft.schnorr.SchnorrUtil._ +import de.maxbundscherer.scala.raft.utils.Hasher +import org.slf4j.{Logger, LoggerFactory} + +import scala.util.Random + +object Schnorr { + def main(args: Array[String]): Unit = { + test_vectors() + } + + private val hasher: Hasher = Hasher() + val logger: Logger = LoggerFactory.getLogger(this.toString) + + /** + * Generates a public key and private key + * @return the generated keys as pair (sk, pk) + */ + def generateKeypair(): (BigInt, BigInt) = { + val sk = BigInt.probablePrime(bitLength = 32*8, Random) + (sk, generatePublicKey(sk)) + } + + /** + * Generates a public key using a private key + * @param sk as the 32-byte private key + * @return the newly computed 32-byte public key + */ + def generatePublicKey(sk: BigInt): BigInt = { + if (sk == 0 || sk >= N) return null + val p = point_mul(Some(G), sk) + assert(p.isDefined) + p.get.x + } + + /** + * Sign some big integer using a private key and auxiliary data + * @param sk as the 32-byte private key + * @param msg as the 32-byte big integer message + * @param aux as the 32-byte random auxiliary data + * @return the newly computed 64-byte signature as big integer + */ + def sign(sk: BigInt, msg: BigInt, aux: BigInt = r_big()): BigInt = { + if (sk <= 0 || sk >= N) return null + val p: Point = point_mul(Some(G), sk).get + val d = if (even_y(Some(p))) sk else N - sk + val t = d ^ hashtag("BIP0340/aux", big2bytes(aux)) + val k_0 = hashtag("BIP0340/nonce", concat(t, p.x, msg)).mod(N) + if (k_0 <= 0) return null + val r = point_mul(Some(G), k_0).get + val k = if (even_y(Some(r))) k_0 else N - k_0 + val e = hashtag("BIP0340/challenge", concat(r.x, p.x, msg)).mod(N) + val signature = BigInt(1, concat(r.x, compute_sign(k, e, d).mod(N))) + if (!verify(p.x, msg, signature)) return null + signature + } + + /** + * Verify some big integer using a public key and a signature + * @param pk as the 32-byte public key + * @param msg as the 32-byte big integer message + * @param sig as the 64-byte signature to use + * @return true if the verification passed + */ + def verify(pk: BigInt, msg: BigInt, sig: BigInt): Boolean = { + val p = lift(pk) + val s_l = bytes2int(big2bytes(sig, 64).slice(0, 32)) + val s_r = bytes2int(big2bytes(sig, 64).slice(32, 64)) + if (p.isEmpty || s_l - P > 0 || s_r - N > 0) return false + val e = hashtag("BIP0340/challenge", concat(s_l, p.get.x, msg)).mod(N) + val r = point_add(point_mul(Some(G), s_r.mod(N)), point_mul(p, N - e.mod(N))) + if (is_infinite(r) || !even_y(r) || r.get.x - s_l != 0) return false + true + } + + /** + * Sign some string using a private key and auxiliary data + * @param sk as the 32-byte private key + * @param str as the message string with up to 32 chars + * @param aux as the 32-byte random auxiliary data + * @return the newly computed 64-byte signature as big integer + */ + implicit def string_sign(sk: BigInt, str: String, aux: BigInt = r_big()): BigInt = { + sign(sk, hasher.hash(str), aux) + } + + /** + * Verify some string using a public key and a signature + * @param pk as the 32-byte public key + * @param str as the 32-byte big integer message + * @param sig as the 64-byte signature to use + * @return true if the verification passed + */ + implicit def string_verify(pk: BigInt, str: String, sig: BigInt): Boolean = { + val hash = hasher.hash(str) + val res = verify(pk, hash, sig) +// logger.debug(s"String verify '$str' res: $res, hash:$hash, pubkey: $pk") + res + } +} diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/SchnorrMath.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/SchnorrMath.scala new file mode 100644 index 00000000..6735a994 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/SchnorrMath.scala @@ -0,0 +1,108 @@ +package de.maxbundscherer.scala.raft.schnorr + +import java.nio.charset.Charset +import java.security.MessageDigest +import de.maxbundscherer.scala.raft.schnorr.SchnorrUtil._ + +object SchnorrMath { + var P: BigInt = hex2big("FFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFEFFFFFC2F") + var N: BigInt = hex2big("FFFFFFFFFFFFFFFFFFFFFFFFFFFFFFFEBAAEDCE6AF48A03BBFD25E8CD0364141") + var X: BigInt = hex2big("79BE667EF9DCBBAC55A06295CE870B07029BFCDB2DCE28D959F2815B16F81798") + var Y: BigInt = hex2big("483ADA7726A3C4655DA4FBFC0E1108A8FD17B448A68554199C47D08FFB10D4B8") + var G: Point = Point(X, Y) + + /** + * Generate a 32-byte hash with SHA256(SHA256(tag) || SHA256(tag) || msg) + * @param tag to be used to hash with + * @param msg to be encoded + * @return the sha256 digest + */ + def hashtag(tag: String, msg: Array[Byte]): BigInt = { + val sha256 = MessageDigest.getInstance("SHA-256") + val bytes = sha256.digest(tag.getBytes(Charset.forName("UTF-8"))) + BigInt(1, sha256.digest(bytes ++ bytes ++ msg)) + } + + /** + * Computes the signature as a big integer + * @param k The nonce hash + * @param e The hashed message + * @param d The private key + * @return the resulting signature + */ + def compute_sign(k: BigInt, e: BigInt, d: BigInt): BigInt = { + val x1 = (BigInt(1, big2bytes(e)) * BigInt(1, big2bytes(d))).mod(N) + (x1 + BigInt(1, big2bytes(k))).mod(N) + } + + /** + * Determine whether the point lays at infinity + * @param p as the point to evaluate + * @return true if at infinity + */ + def is_infinite(p: Option[Point]): Boolean = p match { + case None ⇒ true + case _ ⇒ false + } + + /** + * Determine whether the y-coordinate is even + * @param p as the point to evaluate + * @return true if y is even + */ + def even_y(p: Option[Point]): Boolean = { + assert(!is_infinite(p)) + (p.get.y % 2) == 0 + } + + /** + * Performs elliptic curve group operation on two points + * @param p1 as the first point + * @param p2 as the second point + * @return the newly computed point + */ + def point_add(p1: Option[Point], p2: Option[Point]): Option[Point] = { + if (p1.isEmpty) return p2 + if (p2.isEmpty) return p1 + val (x1, x2) = (p1.get.x, p2.get.x) + val (y1, y2) = (p1.get.y, p2.get.y) + var lam: BigInt = 0 + if (x1 == x2) { + if (y1 != y2) return None + else lam = ((x1 * x1 * 3) * (y1 * 2).modPow(P - 2, P)).mod(P) + } else { + lam = ((y2 - y1) * (x2 - x1).modPow(P - 2, P)).mod(P) + } + val x3 = (lam * lam - x1 - x2).mod(P) + Some(Point(x3, ((lam * (x1 - x3)).mod(P) - y1).mod(P))) + } + + /** + * Performs elliptic curve point multiplication using some scalar + * @param p the point to multiply + * @param n the scalar as big integer + * @return the resulting point after repeated addition + */ + def point_mul(p: Option[Point], n: BigInt): Option[Point] = { + var q: Option[Point] = p + var r: Option[Point] = None + for (i ← 0 to 256) { + if (((n >> i) & 1) == 1) r = point_add(r, q) + q = point_add(q, q) + } + r + } + + /** + * Finds an even y-coordinate for some x if it exists + * @param x the x-coordinate to consider + * @return the point with even y if found + */ + def lift(x: BigInt): Option[Point] = { + if (x >= P) return None + val sq = (x.modPow(3, P) + 7).mod(P) + val y = sq.modPow(((P + 1) / 4).mod(P), P) // Maybe division needs flooring + if (sq != y.modPow(2, P)) return None + if (y.testBit(0)) Some(Point(x, P - y)) else Some(Point(x, y)) + } + } diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/SchnorrUtil.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/SchnorrUtil.scala new file mode 100644 index 00000000..bdbb00cd --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/schnorr/SchnorrUtil.scala @@ -0,0 +1,123 @@ +package de.maxbundscherer.scala.raft.schnorr + +import de.maxbundscherer.scala.raft.schnorr.Schnorr._ +import scala.io.Source +import scala.util.Random + +case class Point(x: BigInt, y: BigInt) + + object SchnorrUtil { + /** + * Runs the Schnorr sign and verification functions for some test vectors. + */ + def test_vectors(): Boolean = { + println("Secret Key, Public Key, Auxiliary, Message, Signature, Verification") + val bufferedSource = Source.fromFile(getClass.getClassLoader.getResource("vectors.csv").getPath.replace("%20", " ")) + for (line ← bufferedSource.getLines.drop(1)) { + val cols = line.split(",").map(_.trim) + // index secret_key public_key aux_rand message signature verification result comment + println(s"> SEC ${cols(1)}\n> PUB ${cols(2)}\n> AUX ${cols(3)}\n> MSG ${cols(4)}\n> SIG ${cols(5)}") + var verified = false + val string = "" + if (cols(1) == "") { + verified = verify(hex2big(cols(2)), hex2big(cols(4)), hex2big(cols(5))) + } else { + verified = verify(hex2big(cols(2)), hex2big(cols(4)), hex2big(cols(5))) + } + println(s"Expected ${cols(6).toLowerCase()} and got $verified $string \n") + } + bufferedSource.close + var (count, n) = (0, 10) + for (_ ← count to n) { + val msg = r_big() + val str = Random.nextString(32) + val (sk, pk) = generateKeypair() + if (!verify(pk, msg, sign(sk, msg))) count += 1 + if (!string_verify(pk, str, string_sign(sk, str))) count += 1 + } + println("Successful for " + (2 * n - count) + "/" + (2 * n) + " randomised vector sets") + true + } + + /** + * Generate a random with system time + * @return the random object + */ + def get_seed(): Random = { + new scala.util.Random(new java.util.Date().hashCode) + } + + /** + * Generate a random big integer using system time + * @return the random big integer + */ + def r_big(): BigInt = { + BigInt.probablePrime(bitLength = 32, get_seed()) + } + + /** + * Convert a hex string to a big integer + * @param hex as the hex string + * @return the big integer + */ + def hex2big(hex: String): BigInt = { + BigInt(("00" + hex).sliding(2, 2).toArray.map(Integer.parseInt(_, 16).toByte)) + } + + /** + * Convert a big integer to a hex string + * @param x as the big integer + * @param size as the byte length + * @return + */ + def big2hex(x: BigInt, size: Int = 32): String = { + "0x" + big2bytes(x, size).map("%02x" format _).mkString + } + + /** + * Convert a big integer to an unsigned byte array + * @param x as the big integer + * @param size as the byte length + * @return + */ + def big2bytes(x: BigInt, size: Int = 32): Array[Byte] = { + val bytes = x.toByteArray + if (bytes.length == size) x.toByteArray + else if (bytes.length > size) bytes.slice(bytes.length - size, bytes.length) + else { + val buffer = new Array[Byte](size) + Array.copy(bytes, 0, buffer, buffer.length - bytes.length, bytes.length) + buffer + } + } + + /** + * Convert some big integer to an unsigned big integer + * @param x as the signed big integer + * @return the unsigned big integer + */ + def bytes2int(x: Array[Byte]): BigInt = { + BigInt(1, x) + } + + /** + * Concatenate the unsigned byte arrays of two big integers + * @param x1 the first big integer + * @param x2 the second big integer + * @return + */ + def concat(x1: BigInt, x2: BigInt): Array[Byte] = { + big2bytes(x1) ++ big2bytes(x2) + } + + /** + * Concatenate the unsigned byte arrays of three big integers + * @param x1 the first big integer + * @param x2 the second big integer + * @param x3 the third big integer + * @return + */ + def concat(x1: BigInt, x2: BigInt, x3: BigInt): Array[Byte] = { + big2bytes(x1) ++ big2bytes(x2) ++ big2bytes(x3) + } + } diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/services/BRaftService.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/services/BRaftService.scala new file mode 100644 index 00000000..77d55727 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/services/BRaftService.scala @@ -0,0 +1,178 @@ +package de.maxbundscherer.scala.raft.services + +import akka.pattern.ask +import akka.actor.{ActorRef, ActorSystem} +import akka.util.Timeout +import de.maxbundscherer.scala.raft.actors.BRaftNodeActor.BRaftNodeState +import de.maxbundscherer.scala.raft.aggregates.Aggregate.{ActualData, GetActualData, GetState, IamNotTheLeader, IamTheLeader, InitiateLeaderElection, LeaderIsSimulatingCrash, SimulateLeaderCrash, WhoIsLeader} +import de.maxbundscherer.scala.raft.schnorr.Schnorr.{generateKeypair, string_sign} + +import scala.concurrent.{ExecutionContext, Future} +import scala.concurrent.Await + +// Messages from client should be signed (Implement in RaftService) +class BRaftService(numberNodes: Int)(implicit actorSystem: ActorSystem, + timeout: Timeout, + executionContext: ExecutionContext) { + + import de.maxbundscherer.scala.raft.actors.BRaftNodeActor + import de.maxbundscherer.scala.raft.aggregates.BRaftAggregate._ + // Protected to give access in tests + private val (privateKey, publicKey): (BigInt, BigInt) = generateKeypair() + + /** + * Declare and start up nodes + */ + final val nodes: Map[Int, ActorRef] = + (0 until numberNodes) + .map(i => { + i -> actorSystem.actorOf(props = BRaftNodeActor.props, + name = s"${BRaftNodeActor.prefix}-$i") + }) + .toMap + + /** + * Init nodes with neighbors and keypair + */ + var keys: Map[(Int, String), (BigInt, BigInt)] = nodes.map(node => ((node._1, node._2.path.name), generateKeypair())) + + var pKeys : Map[String, BigInt] = keys.map(x => (x._1._2, x._2._2)) + + nodes.toList.sortBy(entry => entry._1).zip(keys.toList.sortBy(entry => entry._1._1)).foreach(pair => { + val node = pair._1 + val keypair = pair._2 + print(s"creating node $node with keypair $keypair") + node._2 ! InitActor(nodes.filter(_._1 != node._1).values.toVector, keypair._2, this.publicKey, pKeys) + }) + + /** + * Ask each node: Are you the leader? (Waiting for result - blocking) + * @return Vector with Either [Left = IamTheLeader, Right = IamNotTheLeader] + */ + def evaluateActualLeaders: Vector[Either[IamTheLeader, IamNotTheLeader]] = { + + nodes.map(node => { + + val awaitedResult = Await.result(node._2 ? WhoIsLeader, timeout.duration) + + awaitedResult match { + case msg: IamTheLeader => Left(msg) + case msg: IamNotTheLeader => Right(msg) + } + + }).toVector + + } + + /** + * Return current leader (or first leader if there are multiple...?) + * @return + */ + def getLeader: (Int, ActorRef) = { + nodes.filter(node => { + Await.result(node._2 ? WhoIsLeader, timeout.duration).isInstanceOf[IamTheLeader] + }).head + } + + /** + * Get all the actors in the system. + * @return Vector with all actors in the system + */ + def getNodeStates: Map[Int, BRaftNodeState] = { + + var nodeStates: Map[Int, BRaftNodeState] = Map.empty + + nodes.foreach(node => { + + val awaitedResult = Await.result(node._2 ? GetState, timeout.duration) + + awaitedResult match { + case MyStateIs(state) => nodeStates += (node._1 -> state) + case _ => //Ignore everything else + } + }) + + nodeStates + } + + /** + * Send SimulateLeaderCrash to each node (Leader is confirming - Waiting for result - blocking) + * @return Vector with Either [Left = LeaderIsSimulatingCrash, Right = IamNotTheLeader] + */ + def simulateLeaderCrash(): Vector[Either[LeaderIsSimulatingCrash, IamNotTheLeader]] = { + + nodes.map(node => { + + val awaitedResult = Await.result(node._2 ? SimulateLeaderCrash, timeout.duration) + awaitedResult match { + case msg: LeaderIsSimulatingCrash => Left(msg) + case msg: IamNotTheLeader => Right(msg) + } + + }).toVector + + } + + /** + * Send SimulateLeaderCrash to each node (Leader is confirming - Waiting for result - blocking) + * @return Vector with Either [Left = LeaderIsSimulatingCrash, Right = IamNotTheLeader] + */ + def simulateByzantineActorBecomingLeader(actor: ActorRef): Unit = { + actor ! InitiateLeaderElection + } + + + def appendData(key: String, value: String): Vector[Either[WriteResponse, IamNotTheLeader]] = { + this.appendData(key, value, this.privateKey) + } + + /** + * Append data (only leader is allowed to write data - synchronized by heartbeat from leader with followers - blocking) + * @param key String + * @param value String + * @return Vector with Either [Left = WriteSuccess, Right = IamNotTheLeader] + */ + def appendData(key: String, value: String, ownPrivateKey: BigInt): Vector[Either[WriteResponse, IamNotTheLeader]] = { + val signature = string_sign(ownPrivateKey, s"$key,$value") + + nodes.map(node => { + val awaitedResult = Await.result(node._2 ? AppendData(key = key, value = value, signature=signature), timeout.duration) + awaitedResult match { + case msg: WriteResponse => { + if (!msg.success) { + println(s"Appenddata unsuccesful in leader, reason: ${msg.reason}") + } + Left(msg) + } + case msg: IamNotTheLeader => Right(msg) + // case IamNotConsistent => null // TODO: do not return null + } + }).toVector + } + + def appendBRaftData(key: String, value: String): Unit = { + val currentLeader = getLeader + + currentLeader._2 ! appendData(key, value) + } + + + /** + * Ask each node: Provide your actual data (blocking) + * @return Vector with ActualData + */ + def evaluateActualData: Vector[ActualData] = { + nodes.map(node => { + + Await.result(node._2 ? GetActualData, timeout.duration).asInstanceOf[ActualData] + + }).toVector + + } + + /** + * Terminates actor system + */ + def terminate(): Future[Boolean] = actorSystem.terminate().map(_ => true) + +} diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/services/RaftService.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/services/RaftService.scala new file mode 100644 index 00000000..a7255b59 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/services/RaftService.scala @@ -0,0 +1,112 @@ +package de.maxbundscherer.scala.raft.services + +import akka.actor.{ActorRef, ActorSystem} +import akka.pattern.ask +import akka.util.Timeout +import de.maxbundscherer.scala.raft.aggregates.Aggregate.{ActualData, GetActualData, IamNotTheLeader, IamTheLeader, LeaderIsSimulatingCrash, SimulateLeaderCrash, WhoIsLeader} + +import scala.concurrent.{Await, ExecutionContext, Future} + +class RaftService(numberNodes: Int)(implicit actorSystem: ActorSystem, + timeout: Timeout, + executionContext: ExecutionContext) { + + import de.maxbundscherer.scala.raft.actors.RaftNodeActor + import de.maxbundscherer.scala.raft.aggregates.RaftAggregate._ + + /** + * Declare and start up nodes + */ + final val nodes: Map[Int, ActorRef] = + (0 until numberNodes) + .map(i => { + i -> actorSystem.actorOf(props = RaftNodeActor.props, + name = s"${RaftNodeActor.prefix}-$i") + }) + .toMap + + /** + * Init nodes (each node with neighbors) + */ + nodes.foreach(node => + node._2 ! InitActor(nodes.filter(_._1 != node._1).values.toVector)) + + /** + * Ask each node: Are you the leader? (Waiting for result - blocking) + * @return Vector with Either [Left = IamTheLeader, Right = IamNotTheLeader] + */ + def evaluateActualLeaders: Vector[Either[IamTheLeader, IamNotTheLeader]] = { + + nodes.map(node => { + + val awaitedResult = Await.result(node._2 ? WhoIsLeader, timeout.duration) + + awaitedResult match { + case msg: IamTheLeader => Left(msg) + case msg: IamNotTheLeader => Right(msg) + } + + }).toVector + + } + + /** + * Send SimulateLeaderCrash to each node (Leader is confirming - Waiting for result - blocking) + * @return Vector with Either [Left = LeaderIsSimulatingCrash, Right = IamNotTheLeader] + */ + def simulateLeaderCrash(): Vector[Either[LeaderIsSimulatingCrash, IamNotTheLeader]] = { + + nodes.map(node => { + + val awaitedResult = Await.result(node._2 ? SimulateLeaderCrash, timeout.duration) + + awaitedResult match { + case msg: LeaderIsSimulatingCrash => Left(msg) + case msg: IamNotTheLeader => Right(msg) + } + + }).toVector + + } + + /** + * Append data (only leader is allowed to write data - synchronized by heartbeat from leader with followers - blocking) + * @param key String + * @param value String + * @return Vector with Either [Left = WriteSuccess, Right = IamNotTheLeader] + */ + def appendData(key: String, value: String): Vector[Either[WriteSuccess, IamNotTheLeader]] = { + + nodes.map(node => { + + val awaitedResult = Await.result(node._2 ? AppendData(key = key, value = value), timeout.duration) + + awaitedResult match { + case msg: WriteSuccess => Left(msg) + case msg: IamNotTheLeader => Right(msg) + } + + }).toVector + + } + + /** + * Ask each node: Provide your actual data (blocking) + * @return Vector with ActualData + */ + def evaluateActualData: Vector[ActualData] = { + + nodes.map(node => { + + Await.result(node._2 ? GetActualData, timeout.duration).asInstanceOf[ActualData] + + }).toVector + + } + + /** + * Terminates actor system + */ + def terminate(): Future[Boolean] = actorSystem.terminate().map(_ => true) + +} diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/Configuration.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/Configuration.scala new file mode 100644 index 00000000..85ba89f0 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/Configuration.scala @@ -0,0 +1,44 @@ +package de.maxbundscherer.scala.raft.utils + +import de.maxbundscherer.scala.raft.services.{BRaftService, RaftService} + +import akka.japi.Util +import com.typesafe.config.ConfigList + +trait Configuration { + + object Config { + + import com.typesafe.config.ConfigFactory + + private val raftPrototypeConfig = ConfigFactory.load().getConfig("raftPrototype") + + //Election Timer Min (Seconds) + val electionTimerIntervalMin: Int = raftPrototypeConfig.getInt("electionTimerIntervalMin") + + //Election Timer Max (Seconds) + val electionTimerIntervalMax: Int = raftPrototypeConfig.getInt("electionTimerIntervalMax") + + //Heartbeat Timer Interval (Seconds) + val heartbeatTimerInterval: Int = raftPrototypeConfig.getInt("heartbeatTimerInterval") + + //Raft Nodes (Amount) + val nodes : Int = raftPrototypeConfig.getInt("nodes") + + //Crash Interval (auto simulate crash after some heartbeats in LEADER behavior) + val crashIntervalHeartbeats: Int = raftPrototypeConfig.getInt("crashIntervalHeartbeats") + + // Sleep downtime (Seconds) (after simulated crash in SLEEP behavior) + val sleepDowntime: Int = raftPrototypeConfig.getInt("sleepDowntime") + + val raftTypeStr: String = raftPrototypeConfig.getString("raftType") + + val maxTerm: Int = raftPrototypeConfig.getInt("maxTerm") + + override def toString: String = { + s"sleepDowntime=$sleepDowntime,raftTypeStr=$raftTypeStr,maxTerm=$maxTerm" + + s"electionTimerIntervalMin=$electionTimerIntervalMin,electionTimerIntervalMax=$electionTimerIntervalMax," + + s"heartbeatTimerInterval=$heartbeatTimerInterval,nodes=$nodes,crashIntervalHeartbeats=$crashIntervalHeartbeats" + } + } +} \ No newline at end of file diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/Hasher.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/Hasher.scala new file mode 100644 index 00000000..2c3a5f44 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/Hasher.scala @@ -0,0 +1,26 @@ +package de.maxbundscherer.scala.raft.utils + +import de.maxbundscherer.scala.raft.schnorr.SchnorrUtil.hex2big +import org.slf4j.{Logger, LoggerFactory} + +import java.nio.charset.Charset +import java.security.MessageDigest + +class Hasher { + val UTF_8: Charset = Charset.forName("UTF-8") + val logger: Logger = LoggerFactory.getLogger(this.toString) + + def hash(toHash: String): BigInt = { + val messageDigest: MessageDigest = MessageDigest.getInstance("SHA-256") + val hex: String = messageDigest.digest(toHash.getBytes(UTF_8)).map("%02x".format(_)).mkString + val res = hex2big(hex) +// logger.debug(s"hasher Hashing '$toHash', result: $res") + res + } +} + +object Hasher { + def apply(): Hasher = { + new Hasher() + } +} \ No newline at end of file diff --git a/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/RaftScheduler.scala b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/RaftScheduler.scala new file mode 100644 index 00000000..77914720 --- /dev/null +++ b/B-Raft/src/src/main/scala/de/maxbundscherer/scala/raft/utils/RaftScheduler.scala @@ -0,0 +1,93 @@ +package de.maxbundscherer.scala.raft.utils + +import akka.actor.Actor +import de.maxbundscherer.scala.raft.aggregates.Aggregate.NodeState + +/** + * RaftScheduler + */ +trait RaftScheduler extends Actor with Configuration { + + import de.maxbundscherer.scala.raft.actors.BRaftNodeActor.BRaftNodeState + import de.maxbundscherer.scala.raft.aggregates.Aggregate.SchedulerTrigger + import scala.concurrent.ExecutionContext + import scala.concurrent.duration._ + + /* + * Set up by actor + */ + val state: NodeState + implicit val executionContext: ExecutionContext + + //Set electionTimeout randomized in [electionTimerIntervalMin, electionTimerIntervalMax] + def electionTimeout : Int = Config.electionTimerIntervalMin * 1000 + scala.util.Random.nextInt(Config.electionTimerIntervalMax * 1000) + + //Set heartbeat to fixed interval + private val heartbeatTimeout: Int = Config.heartbeatTimerInterval * 1000 + + /** + * Stop electionTimer + */ + def stopElectionTimer(): Unit = { + + if (state.electionTimer.isDefined) { + state.electionTimer.get.cancel() + state.electionTimer = None + } + + } + + /** + * Start electionTimer (if already running = stop timer) + */ + def restartElectionTimer(): Unit = { + + stopElectionTimer() + + state.electionTimer = Some( + context.system.scheduler.scheduleWithFixedDelay( + initialDelay = electionTimeout.millis, + delay = electionTimeout.millis, + receiver = self, + message = SchedulerTrigger.ElectionTimeout + )) + + } + + /** + * Stop heartbeatTimer + */ + def stopHeartbeatTimer(): Unit = { + + if (state.heartbeatTimer.isDefined) { + state.heartbeatTimer.get.cancel() + state.heartbeatTimer = None + } + + } + + /** + * Start heartbeatTimer (if already running = stop timer) + */ + def restartHeartbeatTimer(): Unit = { + + stopHeartbeatTimer() + + state.heartbeatTimer = Some( + context.system.scheduler.scheduleWithFixedDelay( + initialDelay = heartbeatTimeout.millis, + delay = heartbeatTimeout.millis, + receiver = self, + message = SchedulerTrigger.Heartbeat + )) + } + + /** + * Start heartbeatTimer (if already running = stop timer) + */ + def scheduleAwake(): Unit = + context.system.scheduler.scheduleOnce(delay = Config.sleepDowntime.seconds, + receiver = self, + message = SchedulerTrigger.Awake) + +} diff --git a/B-Raft/src/src/test/resources/application.conf b/B-Raft/src/src/test/resources/application.conf new file mode 100644 index 00000000..9bbc307a --- /dev/null +++ b/B-Raft/src/src/test/resources/application.conf @@ -0,0 +1,29 @@ +akka { + + # Log Level (DEBUG, INFO, WARNING, ERROR) + loglevel = "INFO" + +} + +raftPrototype { + + # Election Timer Min (Seconds) + electionTimerIntervalMin = 2 + + # Election Timer Max (Seconds) + electionTimerIntervalMax = 3 + + # Heartbeat Timer Interval (Seconds) + heartbeatTimerInterval = 2 + + # Raft Nodes (Amount) + nodes = 5 + + # Crash Interval (auto simulate crash after some heartbeats in LEADER behavior) + # Set to high number in test (ignore crash interval in testMode) + crashIntervalHeartbeats = 9999999 + + # Sleep downtime (Seconds) (after simulated crash in SLEEP behavior) + sleepDowntime = 8 + +} \ No newline at end of file diff --git a/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/BRaftServiceTest.scala b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/BRaftServiceTest.scala new file mode 100644 index 00000000..b0dbcc91 --- /dev/null +++ b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/BRaftServiceTest.scala @@ -0,0 +1,146 @@ +package de.maxbundscherer.scala.raft.BRaft + +import de.maxbundscherer.scala.raft.BRaft.utils.BaseServiceTest +import de.maxbundscherer.scala.raft.aggregates.Aggregate._ +import de.maxbundscherer.scala.raft.utils.Configuration + +class BRaftServiceTest extends BaseServiceTest with Configuration { + + import de.maxbundscherer.scala.raft.aggregates.BRaftAggregate._ + + "RaftService" should { + + var temporaryFirstLeaderName: String = "" + var temporaryData: Map[String, String] = Map.empty + var lastHash: BigInt = -1 + + "elect only one leader" in { + + freezeTest(seconds = Config.nodes * Config.electionTimerIntervalMax, loggerMessage = "Waiting for first leader election") + + val data: Vector[Either[IamTheLeader, IamNotTheLeader]] = raftService.evaluateActualLeaders + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + temporaryFirstLeaderName = localLeaderName + + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + "append data in leader node" in { + println("append data in leader node") + val newDataKey = "key1" + val newDataValue = "val1" + + temporaryData = temporaryData + (newDataKey->newDataValue) + + val data: Vector[Either[WriteResponse, IamNotTheLeader]] = raftService.appendData(key = newDataKey, value = newDataValue) + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + localLeaderName shouldBe temporaryFirstLeaderName + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + "has all nodes synchronized with new data" in { + + freezeTest(seconds = Config.nodes * Config.heartbeatTimerInterval * 2, loggerMessage = "Waiting for sync data") + + val data: Vector[ActualData] = raftService.evaluateActualData + log.info(s"Data: $data") + val uniqueHashCodes: Vector[Int] = data.map(_.data.hashCode()).distinct + + uniqueHashCodes.size shouldBe 1 + uniqueHashCodes.head shouldBe temporaryData.hashCode() + } + + "reject invalid client appendData message" in { + val newDataKey = "key" + val newDataValue = "key" + + val data: Vector[Either[WriteResponse, IamNotTheLeader]] = raftService.appendData(key = newDataKey, value = newDataValue, BigInt(101001)) + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + data.filter(_.isLeft).head match { + case Left(left) => left.success shouldBe false + case _ => fail() + } + } + + "simulate leader crash" in { + + val data: Vector[Either[LeaderIsSimulatingCrash, IamNotTheLeader]] = raftService.simulateLeaderCrash() + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + localLeaderName shouldBe temporaryFirstLeaderName + data.count(_.isLeft) shouldBe 1 //Only one leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + + "elect new leader after leader crash" in { + + freezeTest(seconds = Config.nodes * Config.electionTimerIntervalMax, loggerMessage = "Waiting for second leader election") + + val data: Vector[Either[IamTheLeader, IamNotTheLeader]] = raftService.evaluateActualLeaders + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + localLeaderName should not be temporaryFirstLeaderName + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + "append new data in leader node" in { + println("append new data in leader node") + val newDataKey = "key2" + val newDataValue = "val2" + + temporaryData = temporaryData + (newDataKey->newDataValue) + val data: Vector[Either[WriteResponse, IamNotTheLeader]] = raftService.appendData(key = newDataKey, value = newDataValue) + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + localLeaderName should not be temporaryFirstLeaderName + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + "has all nodes synchronized with new data again" in { + + freezeTest(seconds = Config.nodes * Config.heartbeatTimerInterval, loggerMessage = "Waiting for sync data") + + val data: Vector[ActualData] = raftService.evaluateActualData + + val uniqueHashCodes: Vector[Int] = data.map(_.data.hashCode()).distinct + + uniqueHashCodes.size shouldBe 1 + uniqueHashCodes.head shouldBe temporaryData.hashCode() + } + + "terminate actor system" in { + + raftService.terminate().map(response => response shouldBe true) + } + + } + +} \ No newline at end of file diff --git a/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/BroadcastTest.scala b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/BroadcastTest.scala new file mode 100644 index 00000000..3d36fcc7 --- /dev/null +++ b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/BroadcastTest.scala @@ -0,0 +1,49 @@ +package de.maxbundscherer.scala.raft.BRaft + +import de.maxbundscherer.scala.raft.BRaft.utils.BaseServiceTest +import de.maxbundscherer.scala.raft.actors.BRaftNodeActor.BRaftNodeState +import de.maxbundscherer.scala.raft.utils.Configuration + +class BroadcastTest extends BaseServiceTest with Configuration { + + "Broadcast" should { + + "terms after after one election should be the same" in { + + Thread.sleep(3000) + + val nodeStates : Map[Int, BRaftNodeState] = raftService.getNodeStates + + val terms : Iterable[Int] = nodeStates.map(x => x._2.term) + + terms.forall(_ == terms.head) shouldBe(true) + } + +// "elect new leader after leader crash" in { +// +// Thread.sleep(3000) +// +// +// val data: Vector[Either[IamTheLeader, IamNotTheLeader]] = raftService.evaluateActualLeaders +// +// val localLeaderName = data.filter(_.isLeft).head match { +// case Left(left) => left.actorName +// case _ => "" +// } +// +// data.count(_.isLeft) shouldBe 1 //Only on leader +// data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower +// +// val nodeStates : Map[Int, NodeState] = raftService.getNodeStates +// +// val terms : Iterable[Int] = nodeStates.map(x => x._2.term) +// +// terms.toList.distinct.length shouldBe(1) +// } + + "terminate actor system" in { + + raftService.terminate().map(response => response shouldBe true) + } + } +} \ No newline at end of file diff --git a/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/ByzantineLeaderTest.scala b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/ByzantineLeaderTest.scala new file mode 100644 index 00000000..cf09d8e7 --- /dev/null +++ b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/ByzantineLeaderTest.scala @@ -0,0 +1,35 @@ +package de.maxbundscherer.scala.raft.BRaft + +import de.maxbundscherer.scala.raft.BRaft.utils.BaseServiceTest +import de.maxbundscherer.scala.raft.aggregates.Aggregate.{BehaviorEnum, IamNotTheLeader} +import de.maxbundscherer.scala.raft.aggregates.BRaftAggregate.{BecomeByzantine, WriteResponse} +import de.maxbundscherer.scala.raft.utils.Configuration + +class ByzantineLeaderTest extends BaseServiceTest with Configuration { + // Test Byzantine Behavior + freezeTest(10, "Waiting for startup") + "start byzantine behavior" in { + val (leaderID, leaderNodeRef) = raftService.getLeader + leaderNodeRef ! BecomeByzantine + Thread.sleep(3000) + val leaderState = raftService.getNodeStates.filter(tuple => { + tuple._1 == leaderID + }).head._2 + + val leaders = raftService.getNodeStates.filter(tuple => { + tuple._2.behaviour == BehaviorEnum.BYZANTINELEADER || tuple._2.behaviour == BehaviorEnum.LEADER + }).keys + + log.info(s"leaders: $leaders") + Thread.sleep(8000) + leaders.size shouldBe 1 + leaderState.behaviour shouldBe BehaviorEnum.BYZANTINELEADER + } + + "byzantine leader adds entry to log by itself (not received from client)" in { + // AppendData, but don't sign message + val data: Vector[Either[WriteResponse, IamNotTheLeader]] = raftService.appendData("testkey", "testvalue", 999999999) + Thread.sleep(3000) + data.size shouldBe(5) + } +} diff --git a/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/FaultyLeaderElection.scala b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/FaultyLeaderElection.scala new file mode 100644 index 00000000..f7647b00 --- /dev/null +++ b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/FaultyLeaderElection.scala @@ -0,0 +1,93 @@ +package de.maxbundscherer.scala.raft.BRaft + +import akka.actor.ActorRef +import de.maxbundscherer.scala.raft.BRaft.utils.BaseServiceTest +import de.maxbundscherer.scala.raft.actors.BRaftNodeActor.BRaftNodeState +import de.maxbundscherer.scala.raft.aggregates.Aggregate._ +import de.maxbundscherer.scala.raft.utils.Configuration + +class FaultyLeaderElection extends BaseServiceTest with Configuration { + + "Election" should { + + var temporaryFirstLeaderName: String = "" + + "elect only one leader" in { + + freezeTest(seconds = Config.nodes * Config.electionTimerIntervalMax, loggerMessage = "Waiting for first leader election") + + val data: Vector[Either[IamTheLeader, IamNotTheLeader]] = raftService.evaluateActualLeaders + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + temporaryFirstLeaderName = localLeaderName + + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + "has node become candidate" in { + + val nodeStates : Map[Int, BRaftNodeState] = raftService.getNodeStates + + // Every node except the leader + val nodeFollowerStates = nodeStates.filter(x => x._2.behaviour != BehaviorEnum.LEADER) + + val (nodeActorID, _) : (Int, BRaftNodeState) = nodeFollowerStates.head + + val actor : Option[ActorRef] = raftService.nodes.get(nodeActorID) + + actor match { + case Some(actor) => actor ! InitiateLeaderElection + } + + + val nodeStates_after : Map[Int, BRaftNodeState] = raftService.getNodeStates + + val state = nodeStates_after.get(nodeActorID) + + state match { + case Some(state) => state.behaviour.shouldBe(BehaviorEnum.CANDIDATE) + } + } + + "simulate leader crash" in { + + val data: Vector[Either[LeaderIsSimulatingCrash, IamNotTheLeader]] = raftService.simulateLeaderCrash() + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + localLeaderName shouldBe temporaryFirstLeaderName + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + + "elect new leader after leader crash" in { + + freezeTest(seconds = Config.nodes * Config.electionTimerIntervalMax, loggerMessage = "Waiting for second leader election") + + val data: Vector[Either[IamTheLeader, IamNotTheLeader]] = raftService.evaluateActualLeaders + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + localLeaderName should not be temporaryFirstLeaderName + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + "terminate actor system" in { + + raftService.terminate().map(response => response shouldBe true) + } + } +} diff --git a/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/utils/BaseServiceTest.scala b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/utils/BaseServiceTest.scala new file mode 100644 index 00000000..0aa61b0e --- /dev/null +++ b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/BRaft/utils/BaseServiceTest.scala @@ -0,0 +1,40 @@ +package de.maxbundscherer.scala.raft.BRaft.utils + +import de.maxbundscherer.scala.raft.services.{BRaftService, RaftService} +import akka.event.LoggingAdapter +import de.maxbundscherer.scala.raft.utils.Configuration +import org.scalatest.{AsyncWordSpec, Matchers} + +object BaseServiceTest extends Configuration { + + import akka.actor.ActorSystem + import akka.util.Timeout + import scala.concurrent.ExecutionContextExecutor + import scala.concurrent.duration._ + + private implicit val actorSystem: ActorSystem = ActorSystem("testSystem") + private implicit val executionContext: ExecutionContextExecutor = actorSystem.dispatcher + private implicit val timeout: Timeout = 15.seconds + private lazy val log: LoggingAdapter = actorSystem.log + + private lazy val raftService = new BRaftService(numberNodes = Config.nodes) + +} + +trait BaseServiceTest extends AsyncWordSpec with Matchers { + + val log: LoggingAdapter = BaseServiceTest.log + val raftService: BRaftService = BaseServiceTest.raftService + + /** + * Freeze test (actorSystem is still working) + * + * @param seconds Int + * @param loggerMessage String + */ + def freezeTest(seconds: Int, loggerMessage: String): Unit = { + log.warning(s"Test is in sleepMode for $seconds seconds ($loggerMessage)") + Thread.sleep(seconds * 1000) + log.warning(s"Test continues") + } +} \ No newline at end of file diff --git a/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/Raft/RaftServiceTest.scala b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/Raft/RaftServiceTest.scala new file mode 100644 index 00000000..f1319694 --- /dev/null +++ b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/Raft/RaftServiceTest.scala @@ -0,0 +1,146 @@ +package de.maxbundscherer.scala.raft.Raft + +import de.maxbundscherer.scala.raft.Raft.utils.BaseServiceTest +import de.maxbundscherer.scala.raft.aggregates.Aggregate._ +import de.maxbundscherer.scala.raft.utils.Configuration + +class RaftServiceTest extends BaseServiceTest with Configuration { + + import de.maxbundscherer.scala.raft.aggregates.RaftAggregate._ + + /** + * Freeze test (actorSystem is still working) + * @param seconds Int + * @param loggerMessage String + */ + private def freezeTest(seconds: Int, loggerMessage: String): Unit = { + + log.warning(s"Test is in sleepMode for $seconds seconds ($loggerMessage)") + Thread.sleep(seconds * 1000) + log.warning(s"Test continues") + + } + + "RaftService" should { + + var temporaryFirstLeaderName: String = "" + var temporaryData: Map[String, String] = Map.empty + + "elect only one leader" in { + + freezeTest(seconds = Config.nodes * Config.electionTimerIntervalMax, loggerMessage = "Waiting for first leader election") + + val data: Vector[Either[IamTheLeader, IamNotTheLeader]] = raftService.evaluateActualLeaders + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + temporaryFirstLeaderName = localLeaderName + + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + "append data in leader node" in { + + val newDataKey = "key1" + val newDataValue = "val1" + + temporaryData = temporaryData + (newDataKey->newDataValue) + + val data: Vector[Either[WriteSuccess, IamNotTheLeader]] = raftService.appendData(key = newDataKey, value = newDataValue) + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + localLeaderName shouldBe temporaryFirstLeaderName + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + "has all nodes synchronized with new data" in { + + freezeTest(seconds = Config.nodes * Config.heartbeatTimerInterval, loggerMessage = "Waiting for sync data") + + val data: Vector[ActualData] = raftService.evaluateActualData + + val uniqueHashCodes: Vector[Int] = data.map(_.data.hashCode()).distinct + + uniqueHashCodes.size shouldBe 1 + uniqueHashCodes.head shouldBe temporaryData.hashCode() + } + + "simulate leader crash" in { + + val data: Vector[Either[LeaderIsSimulatingCrash, IamNotTheLeader]] = raftService.simulateLeaderCrash() + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + localLeaderName shouldBe temporaryFirstLeaderName + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + + "elect new leader after leader crash" in { + + freezeTest(seconds = Config.nodes * Config.electionTimerIntervalMax, loggerMessage = "Waiting for second leader election") + + val data: Vector[Either[IamTheLeader, IamNotTheLeader]] = raftService.evaluateActualLeaders + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + localLeaderName should not be temporaryFirstLeaderName + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + "append new data in leader node" in { + + val newDataKey = "key2" + val newDataValue = "val2" + + temporaryData = temporaryData + (newDataKey->newDataValue) + + val data: Vector[Either[WriteSuccess, IamNotTheLeader]] = raftService.appendData(key = newDataKey, value = newDataValue) + + val localLeaderName = data.filter(_.isLeft).head match { + case Left(left) => left.actorName + case _ => "" + } + + localLeaderName should not be temporaryFirstLeaderName + data.count(_.isLeft) shouldBe 1 //Only on leader + data.count(_.isRight) shouldBe ( Config.nodes - 1 ) //Other nodes shouldBe follower + } + + "has all nodes synchronized with new data again" in { + + freezeTest(seconds = Config.nodes * Config.heartbeatTimerInterval, loggerMessage = "Waiting for sync data") + + val data: Vector[ActualData] = raftService.evaluateActualData + + val uniqueHashCodes: Vector[Int] = data.map(_.data.hashCode()).distinct + + uniqueHashCodes.size shouldBe 1 + uniqueHashCodes.head shouldBe temporaryData.hashCode() + } + + "terminate actor system" in { + + raftService.terminate().map(response => response shouldBe true) + } + + } + +} \ No newline at end of file diff --git a/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/Raft/utils/BaseServiceTest.scala b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/Raft/utils/BaseServiceTest.scala new file mode 100644 index 00000000..c4e95ed4 --- /dev/null +++ b/B-Raft/src/src/test/scala/de/maxbundscherer/scala/raft/Raft/utils/BaseServiceTest.scala @@ -0,0 +1,29 @@ +package de.maxbundscherer.scala.raft.Raft.utils + +import de.maxbundscherer.scala.raft.services.RaftService +import akka.event.LoggingAdapter +import de.maxbundscherer.scala.raft.utils.Configuration +import org.scalatest.{AsyncWordSpec, Matchers} + +object BaseServiceTest extends Configuration { + + import akka.actor.ActorSystem + import akka.util.Timeout + import scala.concurrent.ExecutionContextExecutor + import scala.concurrent.duration._ + + private implicit val actorSystem: ActorSystem = ActorSystem("testSystem") + private implicit val executionContext: ExecutionContextExecutor = actorSystem.dispatcher + private implicit val timeout: Timeout = 15.seconds + private lazy val log: LoggingAdapter = actorSystem.log + + private lazy val raftService = new RaftService(numberNodes = Config.nodes) + +} + +trait BaseServiceTest extends AsyncWordSpec with Matchers { + + val log: LoggingAdapter = BaseServiceTest.log + val raftService: RaftService = BaseServiceTest.raftService + +} \ No newline at end of file

w5Rue8p9%LdfXT})VX@?1F?bMog{rJ>NV z_Tw!h5^BPr5(s%V;Q>%{5<6Ds1d?geyNxP@qaZY_QnCwFG{iPPColUPH=I5Xj!y^- z2@JdPE|lwT@~L{Sn0>dNesxuSHz+`Jl(Zwc_X}I_JM_T-)(1}t6&>MPcq^^;Qe}0` zxp8F8{W0Vk+AA?LxQ&{EUbvQmLvZSg+0Axscj-brD0L;g3y9!^2cYY<2abUw2@$sN zhY4g`-NI#ScI*YK(a6qSe(Bf8)WbrVM;`J?$A0*FWZP9x5-dFM;}rT*5w?or;G0e( zgxx?tya0KDc9mv8`F8TM8r zAI3^(dXtwqjy#})uJnLTC)eN)i~I0q3LpQ7Fc4Vo6FgQ7e7yKkP$Tf)FVoS=erX^B z_v`1L9I#RPnZxEDz7@ODkGb!UA+ zLI%GyK3v-}Oovacx!m<3->{;j*+)d_>+Gld;#F;#|H5&cc+F}hTlV~Wn#L{sDw zBhB_U^_@|(=&VlP@ZZI0*cfm5TkEP=&%s32&NmlCQ&a=Z$5X7orxfk&zUby?;vih_ zU*IE|Ur>23#-W%vAr*eHS`I1L^n^I)wY4`1pS&TmUV*d6G z-p7{G{0XcPAJ_yaO5R_OyGZSzu68Ki-@MCi@!sJh=d@{6m4v%=8Y_yczbbG_G2{ex zY*(7No?|gER-&J-pMK?e{PXJydxp$jjs&Qi>Iy!Sda-$;tFL6vi@EBNrRruMc2)~7 z=E2@XUB@~u7V3h}(Br8F!b{YXGkz#VRq0VD+rM!0$#t*t%cF6wVtZaH4lbVEuqpe9 zKh|XI!X7Yl{JpHFt1wNY&e3xlGsbubgZ+Upn7x-Bgu$qWWPVN50|Tt;wG2Zrue%_g z(fcpsncETpvkEK^as*Os6S6-1q_lcbwJ+e0he=s*t#S5Pwn_0J?3S^7c`E+TB(?6*z$gs3%jB@>>Qy$u(U+Nz5Jf0y@B$q+v_2z|7 z_t#Q0C$|qU`E|_RS&*pslkf1e8oby$t!Ao?_+Or9y;PUT0&0!hOiS85XtSFwmC!EhEGd{mIGJA-f3t*|7}X(KPYeHBDS_5f8k@?H}B`A7{ey+M*B> zeotz*fJi~m07K6=8>fi#%}1wQ-`4e(orsvM3`1`6!!G| z`laIaeDHiSYiH3O)3vPp?yg(m{sy99*GJ?KS)EJ!KN8UmLlO~XTkUx1=_&Ots`J_x z$&P)R4^j{ECdX~e;Kt$~)gF&3571WCuS?^h6upM>RgEeAMjgYCaqGWB2&+ z2}5JI5L5e!G;VK2PSojxS1!ZsX{>(1SI?kB8GL^VXS{N<#Q zw-y?6tR$Wq{H|VmWoRm(&9i7!(?GQDXwSDVAEUe>K|6e_uB$bat4dU`Ds$4*$A_i) zQ_FTu*H6^d@z9d=S9Sf|^qaENO}gRf-5RPadTyGSmP!7p!~;^+1?5=-&l9CvjYU#m zJEjyIawuy$F}t)ZqA>EuT~25E==MvveLbgoo5r$JcCl=|psH?sxG_b;vs25eAxt`_ zw#(SceI-VQ$0AX5*RzJft=Vll7Es8kh{gK5*xh?o{CB&ZSdUqn zi1HTE9J{Ihd)H=7QU0;4d#PWjm_~GRj#_$kZkva-(`3+D9acLdi?LIDRq1$B+R(|_ ze9@k2SWvX`${MV1-p_iIj>y1wq0DjxZDTsi25Rm+=X;vHZQyGU&uh@hX*~14e%2-6 zDk2J6N1Oy2Qd4ud_I>E0&Cw5~cl}w}`zy7MQ`aEdCB!CI-?TAmwE2v87-vWWZoROd z&-Pun(50uR%9br~vYcE}ey?-VBl?6;cH)%iT5)qSAP-dsyuXgCc#RJ!kPMatg7!-(B zeDHPQ(&;PbUQDvi0d^qD`fXJOu0jQWFsi!YdQN9eSc%EhlaIdgKv^$IVGchdOF-W5 z(kwYePw|Taic%S1Lf?GfNH=}pb=m#-r+sRts*SUIXmV8g*zK(MZUPKpI*?Xrao$=w z*U$vE(W7z_Q@nCz*J=ZwcIH(a-9oYB4|{B>QrxX#7mCas1rnEAZWSowN`4dzeN+vS zxbQyQFS4)aY{k>`m!;zwB~$4)C%HlsUYh$S72anty4SXcoq@%Z^P1*0iH~F7n&Q~= zd|W=!CfSS@nN7v!uSm+b$EsxQY?OQZ?Yu&Uzm_9c@oG_oNrN+PfZO}#^FuQ6t>mFU zKgY$~b8gA8>Xl7s?OIhX>ox1lAAeM9F4E`HeX09?s4~B$YJg5(#OtUIo`uhbLOs2` z!cBuCE0d15jdsMbjlR}wq1p(VQ9bJ==f-ao(l~lk)6p`kcM{=Q)NtacMAD-Ldm) zVgC`B5rF^QtYI#qLp9d)E1oI;jVwQV+UU!5`*@je=UjrD!#P(Nwe}dapTMgrPc&)| z?4vx@qcj%0*#yAlg8s?&ASJW|FqL@zvA7_wg% zk_M92UUGj26HAk@e`S|cr<2FylA{ZE;^V(uUk%u$U&b@W_Gm2Kwoj*yT6W5CQ>R?s zxl6xHUBchJ9=EA0ee;du?k>YEJx5ArO!rG20CAFUzT4L-a2!AtjZ2$Pjm<^{-k=p?p|+)2o!Y*2$~wJmOS4b6lUR0U|mfeKuw%A&~qy#JT1@GIP zCn0^g`KQJq^%o44hFPLrtX8$%MvyZ`kiMl_`|D3*-i@1>ixLwQbbSK3QbQxsc3smp zbXMOT{p8z1hDw#OwWi_r`k9-Js?`qGsjMS%Qbpuv5BD6+WlE`AHvgu>Z(XE5a?BoD z7$4J5)RAXiT>Qhm$wNk5yn*)6$=#N=qBVP*g1|)A{+~Sy?oBmH41%U7{s{4W))6@x zP0^SAXy*FO?i;zOy`hSn{exQ9`Hm-%9q&Cj@;yG`j%Fpzmhi#2a?u9a*1c*Y$(L+C z+C+$mMOf1r$``)g>wo=tgtd}gB@Y6`E@_|PhV>=;BaM$jTilhhED*|78RGET(p84- zkGXKt6I)&8vDfa=F;58*>U%jR;WX6nik#=#AHPz~`DB<+pJy(j zov&9PPWkZB;)l$tW62xi>?YHn#u{qj$5KC@X%0sd9y#M;R8YdhS7=S^{gCQ1gpRWZ zOkX4wBQ3I#qFOqlp^>ofUX^}~mEKZ*l|Wg3SKQt8 zc-Bs>`6@$uE7xNSDt%|9pk00%Gq8G7!}O`E&QEghs_75g^dXade>-zxx~sQMmE<8i zQ=FX#x1;W6QJ>oGuU502ZJhg>_wOn$j$=)zw(l5i+MLpAWMgb&+#ohBHqEI=pK-vb z8hl9)Y`OJWcHLq!0q+D$`fSU?l=|mIeS;kZ@dnDAA_e!S?5}1PI501%9iogBQ|hV6 zSs(pb{-TUeC!=&sQK6BNwVy#*?CG-x<-*m4Okhws=7g0Z^K587T+iX(uU)ORg6*s7 z$H+@)AV^UWX0SU``yPOvJpmOd4)%6A0Iqczq{f&X{jG$Gb!e~MUjJExv9_)+byfe) zZ3UOVV@{F&-NHE%(y(Ii<6WTUlC-aOQ-;Yd1K*+#KW&qYw7s16EGGoSv>IOanyH^k zFCVU|>WZS1VXW}_)*b9sRIZ1HfSR}2$AeS0d5N@qY)Sb4P<9i!ZzzsjM{^?KH)#siYRdWur2eDTIPcnie=mw?RgF*uXE~kmn zozSyd8NYnqO(&lJ`CiqRuIi!bZRYr-Dl18QRtw*2=DuRr7{J-#f+8!kfPmElz7myW zKKyr?*gGFmZY+!(%XkEb0}uIItbU)N_p$h>jv%W!+ppr|rMD)?KR*nZtjo_xOt-Oy zO;a7y$F4I!cFyEEJGv-j2=&~O6${_fYe*?H&D|@KS~qgV^lImcTe+d~Yiy6KC4N1= zUuL9~AMT|7`ZV`tDyL@|juzGyilS{VEXyWS1Hej%-MaTypRBh)N1?Ryi-m5;p5C^& z#AdVWIZKKPr2}8X?zz~nzYR906ns=vZnPc;-HbBU`P}gVWEBCXOV!DKbMju-HSnZa^~UqVN`df2{p?kWu*XyGB-x zf8S*XEpV)*)8nm7Vm3zQ^f$NxKx;}ey=q3mN!iI#Bml1weN4dDJC?f4S%Zn`F+TXs#rN!6U50xKo8Bh$k1#AkH?R1%_1 z!w%&HO!n=eW-{z9dSX3Eu2tpaxhFUAs?UxDHeS{qa#POB%J}aME^H=0s09K5wu!l^ z@#o99>RGysj2n->-7MC#J@=Vw;Bt>%Bn16$8OFVBXnxY2@4&``Uu@hZ{NZ{)c~ZeQ zoe@1|2pE3M=IEJw(y$=?>)qUhakS7M zU6B7q*57oOz4c;Y*D0%Oyu;1;`KiEGQ_V>;qe9Hly6soZoiyx{OW5smOH~!AFh2_^k865YNXn&$#JG~#)`v5;hz-lt!PbdWV?!& zEAjPLdv9FgE_r6N{rUTEArb!kySUFj6gosLDZfju$F{>I`rU?@{jhC|yM*6VjEh%? z@W&?HCG~lo)RcZ3u#{7@rL6)5BTrZ5UDa`cLD$#yMsuwn;(LM4$GoK2Fje}(_>TvZO$l)WY6|N&xC&#u^SNDYOgXF@M}(@C??#7{Wv)ogc> zj$hqA>$ke&H_P=Cpr_&rx-i6DW_~_5#+>JNZL87Q%oCCz=0cuLe8^I26T}NOx41tR zF0yq~h}tkICud3XmbVRy@)w^C^cLNjvB34NPc}r)K#Ui9Q>Ryk`cJ?|E}Ou=D&iU` zJJn-3w4cX6JtZb%*y=g%5qe3eC+Q>OP+87$Vc*Sw%h3895BYJ3Kg^H)om`8^>kL`0 z-Cw3E87q=Tj>dI6u|WX=Pyv?&8%3KtR>x-+O`Kslin&|pl;d3nYr(DbS)RXK&Blxp_TZLo3ibPv zZ64PhpFE9^zd`Q9$XvTMdSO|7{Z}xwsL+L=wb1GE;1Z>!WnmY(H`Mv3_ORTJFYlEd zcy3!S9FD6uRe|5j#w9^X$L7uvs3d7)(yie{;a-iHs`UGXPUE@n%*YkVdUWhQ=`btL zN$NR%{m2+(fB#T)0e*;wZYu+)y{=K?jNe5P6oN7Ae-g|xt~#P(ds8u=#?L2o|aJh!FW`+Ax}>r zym7SatF6<8YeSs(6*KHtZoFx@{%hfz4Lj}Rj%3H-AHP3bkKxd!d{w6%&=rr}s(M$D z{kqAC&Xe3udEsp#XJI>P+}~j9;*nOc`J}z(@J6}J4Ite@MZ7a%%C5f9;+zk05>au_ zD}U#jU;1t_yk=_cK5d~N;ipbTC)2EC;G&?Jjg9FS4z{dii6b%0@K4**%qQzW22YEU zJCd{8ApA{p-s8iO%BF`y4iXlBeShSomm%z&zoRF2Kz7|Yd+NG)iLh?}+fM;HK>;C4 zt`M(jH4|2_P6=)0mWj^Fw%f_=W#)R^bwd;!)YERkU;=m2w}7Pn(Vo{ICM;9r#TVv9 zsM()P^gc{{EjjW@E#E=>`o5%BDc_h%MJZkMhG*XINz*>Y8=q|~Yf@`TIUlFN#zGyY zUO=w7eD5Li_VWE-Va%^(E!7(sdmuI4eTys8`np;uFhEsbS}JuVKS?qKnqTq15KPx) z=~Gn_r{T9QNN0ae; zrBQDC9j_%8XxqU`6tY@^<)oy*f9sP-WZaXX} z14iPK)9E(tv=lxszu$g;0&I?H)$&tiutB4eqU&}0s9ge&6iAtOeF?b0eKV1TBHaAz z_Jog9R&s*Zx!KYbS-g@TbXDYEQ<3i^b6GGvk{wkZR>456F{O8XSuyp@oE^(I3c1#x z_<3c+?edVNSV=LJ70KAw9jtwfRwLQmdS2<#9CPw6P6O5_&smqqloADRO3D9_wM|CU zW5Vs@tAeSmEPBoBmEhqFXRg-hN^0~C(YMIZ$<1w}u;QrtILWlbKcev4744gmoTWR4 zw{b-{SsJI&i`M_jldfX5Z@AnY&v$gk@$>y=6|uQqu56W5S&z8brsSzKpI#z&dBz27 zNb(MxXe8IL`IQZekQ6y`J6g?U0pIrfgSA;D%P83`W#sBZr*tsMCgi~;%e*b zpMv5tHq0Hboq%k@eUqV!0II2QYPy@ux(O!k4M3hhyN7GQsk@8Yr<7{r=Sf=Fnj6jx z0h_mC)>CJmR|^b9YH!yc*Xye`_p36jBRc;Cz!o)xeCsQpsnZ^;ySkHGcBZX_ua3qF zbjVEIWDb&3d^EXV%3Q0`;s;Qd*?D5O*(fx$=&A8qAcDDPW&OHs_ z0KdHWvm8t9)>?Oji?yLj)bhK2kbs@Mmow0YYZ7s}4>_P&6fk6K|fkZhW7QW)h=LO1-ju_kM z(1gYLXZ~clM7uLkI3`)D{b>^ez5bRSQB$kT{iUoM4X#Zhhy_kq^+>5wkKebsbmp;_ z!mtJddwGOHwp8O8)60yET=r(|>F2M_cW5pvzW}z2{ySp3_zIRLFRc9PlhgpgEM&L% zy@peCH*C3d-|@%va|EVfilh>cRsiM9ZNXJjf{xp@GZ?54sko7BZF$JuA z=eVzkFr~>KqXyvbL|Rx{VUfTO4 zS373HT4;jLG|zV@jKE9U7)Q?z19+ZYubXA4UUb_4qC{rGiV zk()m4>NMe0Ml2&v2aJm*II;$(C72+{7oN@>)Kvn>36XQ4 z_O&Xk#Gg`XmxHrM-f59|)s*~8bwhuAsy4P}{NBnTx4pb_1TlYn1>;;#t@^{gt2)ch z)IjoVZ}x?sy)Bl-EAUOeAggZ%(qqkqGg$U zJ#^$}Wh3LOdAsjvAGUm%nmVTE-1Vw9bL$o#sjlzIM;pz3H}UnKIK4B_#$amX@|e{t z<=wYvI=G2)Lz`hGr3y$Ul{pQ1V3D{s+l?t&cx8qTYdtg!oMrN>oTpPRCBH<@uH_@D z>|uN|+}WI6OnO)08;Td?G%P(g!p;_}j_ECFlrd(0JAp3*R3!HYQ973~?FmEsD6!BC zy9oWOM<8VONOO>1RzbD!01VTrEzC}4;CJ||>H7hZFF41|uQGJVd~B!Ma##tlwO0y5 zSF0gYD-hnl$2H-5aT0z0vdc5r-i9>TJS%iAD}QP0k#cPM_rd3PKQNUw*iC%X4bZsH zXk^e7a93!j1>>>3<~bGe%k4EG`b#lmO{I~vijQIBc63|p>Y;v`{O>{^qMtMbd8_Y> zXek(awm+nSwuW8o#K;ewV)5O&T7l{n2k_Sg{~v8{0#D`k{f{f9L8_anC>lvf14>S5 zqEws=nWqNxoSC9-C<+x(zFc@l8bcAGADF0kC9COz4!B+bKHBopU?0A`rPm9 zbzj%%49~Oo+H1Yn_^cJPuhafki^X1T;?b1;<$H$MN~7O4o+?fC>qzY~A-()#MT+B1 z524*t%N{&DfAf>yo|e?)OEQVuiX?k4xL5vRvg3^CTTkV(+bdu2#sqVx>$HpYoH8lT zez=Nfoq|_bbg=f!?XKbYc@GX^(hl4 z4?Y)87w^4r2#DMUogmJDH!8X-;}e-9rp@<-TIHFrJ+?1-mdbnZ)HB|L1FLhC9Ho+b zH>bo6>;peBML+Q{w^XfQ)?QLzx`5bYu^^y&!;*+^JJ$$fR=uQU1Mh_iveo4wNvD+hDI9t!!l8@E zN3W(t1as-!+WC$}=hpX<cHfQa+^%^<&1AMnv#mfxG;4KO<_?u0?JL`?I?f(w zKkNR=aJTrjk80wEp+WE5nI`qEIDRa+l=#Fgx$9=go2E&_{%DWSTH?GXw#dc=3+?ze zqI>h@?}P-sJ%SIp^zDQFY*ABI-&P+P~t}6w81YyV58+Zt5tIObbS1@ zrjDAbZ7*m(Xq$2W>?x~qjnjVFnH~YLg>GC+mbH-gzsm?}d6rzKcIkCfgO#|jCcjUt zcI8Q>cthXijt7#DX-0HwMu44jMK9*QKo)!V^OE|7sJi^KJbb5IMRUiaCCc;)?&~a` z?27H-veH;DVE^{Z(k5lcC|^BdudcSz;(Bc%f7$9Jljvs|#=gFBI{x=LFL{mYKCb$m zwbJY1n3qZaT>ait5#pPI^gl9JAJmp#RTrIhNJ5|`@0>H`%k~I2uHsL@FL`Tg8!ul4 zUa{iy?zw^B``>*`vN`=Y&dDxu-z=5A($Gu5a51;B%92K}Z%6yG`c7HYG;)^~v~K_Q zVE=PM5fPh&4QD^LH><;P~0~N7Thz!Tz2$(ZdI-ofDFE74F=wEV`8} zxN0kTwx}vg!~K#<|&8(gi%;*eBCtQZJPo&SDeXl6>3qlZ+^nTWo*qa`-5t>@R+_b zjNkmm^(+twu`J-7j=AEE9XyrKG%qR}hU4FuHF8RY29*LuVXSYg^X2L_C``1gZrMli8jsWq3Q{v0jmVEX#){SreSkT*J_I2}| zwzg+hx=g$9iDAu+< z=d5R>WL65*;;{CPP>(eVUX)6{tz+x^F$%wr&lukZ*p>bK<1iNM__h2X$T+t#ba`0T zThGv}Eg~6<`{Wdwm2_jqp9Smfc;vy|eD}hYK4qu)8(~gGK1K=q3_ke62vE3Uc=x%0 z+KlUUmwe>327bsUZ2Y4v*-0#Ml3sLfnLK%@ zGq^KPHQ6a*Y0PBA^oRwy_`>V)#UJnL4%9uB-j`7X?JG(D*up`N^@3wF0qkh!;ntRx z1_zBjOQv%^dvkQCRNfMJV8W5O!{1Et!KqZp36YN^BJ))(rDIraUi6lUT=jco(rE}- z&+k;s^BAGvD_fs>h@H#PHk%or0CBMB!fu0x=dP=3R&lDdukk+>q5MZ! z`Azf3hUrIt-gCdSK=Wy^$WV0In|IH+p3Cl;vkOgA-nRIaK*jyD9m%dQZgmk0`YxL( z6J#z1EVSyWwd&pYxXl~Ty&`VeLDswn93Q&s>MLvO4ev^edbG(&%<;FXnYMEK+uUD% z;``hIVl}t>W7aG__U7&yuRt~LV8JeVA+7zFFPu&Z?o>?NCL5CX{pl9l z;dMSqgnI&9FQ$uc#_)dslvQm+ZT4;&mFUT|BNebKI#A9G4#tdq5a+sWxi&|0ZpZ!p z<0EavIJ4f7*Pj(dy5H@Lo-?<(sSuJ`^KDi6VQHhMQN2fY?D`(cy6&X7Zq{+O8|Qb; zdLIFJKplx6`B4>|%N|Eu{_KTXjO-SkgU8&gTw>K?9*7vXm!{bZx0D`Slcyc9(x6lO z=GjY@Mr(u=+d+io)(NidZIe0s6~DGEzF}^bu@c2_V{i1IF1q;CR=NDmh)-EI^WuJ?INh*KzcprS%^~;W zqIR3#foF3|oUBaK_eXuQ=DE2tritT(mQQ7~ubg;>$v}_^PoKtgnQl|`x~sguz0Bzw zczIhcN7QnMU+2ow_|E+iOJ%qBujmR1DbL@vZJA8zLY5nrfri>3U=TRA_24dzf#3WB zRbenW?1V~tn6&=Zv9BMQ=}TVqpmtP4ZqMA#wT}-UuswGpY=O0@pdE;xoPiJ&DiFs- zzTo%G&EdL%Xz-Uy>p3=4U$OmkY9dn=hxFB$Wuta#ZHcs%kTy!~u4|E))K`n$=26mC zr?)crhUGd#kMuv}j=QVg`QyH?l%Tn7dRA!Zf!0hxAhIzE058BgRPGPOi>_T!chom_ zai!{y&5v(*>UrATD!Rb?-l`_9-to!e6$2}#XEr{Ccomwo1qH<`^RK-LYtA}YwZA0& zvS`-mqqq&yg4&Xm;^SK4!oF!F&P1^nyI~e#SKTcWd#7w^8?vBO`bEKRHStsTl%qG_ z-EjGj*`%`BjTLa>*n9uE@;kxdR?xakgM_dZc3tzM{`N&f8SCpR!AE zlouDh6%kxo!Qn9b{M?!# z&w-h;k)%Gcsne&Hlag+E=6n~sP&#wDfWsoX#qz-vQ2I3m6jP^8eaD53Pdj7fS1Ygr z`-^iIaM~As1x~xYqW^WQHDTFIZS1>x=s%3E83*CJY4OU{b@XVyW#JmVqQwW2Y&8cS9~e-jFW!3 z?|~%6KnGc^MM58CPY6hl-L-x4x$G;jAfTnPthQ!7Laut3O%Mm^qvQ{&edv1nT~$|-K8wPc&Mk>rM?t?0iK&7 zjag2DhmpFqe|`o3qWx*I2Ypw%rQZm82Z1Srf>%$&_ECaY!(bb#zI{Hc0c_ ziLJdLUQWskcI?&-J2u$p35YP*SaTKbGE;vC7kvx#wc}g()wb}Dw83x{;?IGf=7BY< zz@~Gase#RMALMZ^fnC9J`R@gP2ounEuHFhlpbZwLV3;|{!suAlIfZ*6HQ;qqdlhUj zE8i9iC$U6Zmw{Hu@@@Eg^FE@#*K_kbXqI#(=gf;#Fj<{c?#(T^{I$2rsyAdUXM#Gv zLP&e<=bmi=RI|_Bj*lId9TwXx4Yt>^RAHN%4`?-!68Jy^`{fN{H*6CaZH)$8R%Ld9 zXW62y@%PXlf?&KmIC&Cv>*A+6;J8U*KZHK|l5fMVq8!FWnzoQ3z#pz_UtsTXUvlF! zN%%Fh7%ffE5RRCxEF!}9SAL+@Zs>s%lB9anlT?Mlh+@}I+VN`1V2DB7f#+(^Il)H_ z+AdAkT}Ac5y}vhl7*j=<@|J?Plth5fwjhT`E&DR3-fup`|^U&s{2c50ox zQe2?5B)Q=(XynO9(Y(i`3P!IL+db|$!KHdZ9dt|Uh=+{Bly(L%A$9+CwJ=A?axSOc zI>n|L`IOs3@qbXkGfJ*|5Ag@I5?#-O4kksH#7VimUb6|#fv5+ABv-o&=)ur##Z%XH zV&}0rAX(14wu2{@$l&pD=hV@Wx7J?#u+CgeOdv3`D^9s*%5%P#S; zf*C3O#0xJz8l_xROH96)p|$dqJA7to|FW_@iI=w)ZuVHOD&s42@zeVt@Elp)MM>>Y z(78=8tl_S6m`@p;(eoGnRov|dc2Mbo# zI5;;}OS-AozYK(dvAY_RV>C3t7!gXi<$RXKxcSd){2w?x_pSoOCT?Xj{Rc!qcg}6% zjcRR6Tsp7b1u^)qU4aL{28%~Wr9WSMFr#kOP21;qBOTIPb|gnDiR(#OdhlV; z3`sZ8ew`gYgh{81UXCEx;Km3ygP$i!du_?a=|2XqR7SB{Unh)nodf_#Zm7}&?5ORT zCgD}#1^N{=gM=X97~)UKaD+}6+~Duc`-u1x|A(4PqCTm%1hCTxn4MB>`An_Va61zl zGo?>6j6e#Bdp5Of(Jt2yhr(Po@Pp4K)+&glR_kZHD!c0h_!cOw?KmF5A+=SRh>h_- z`JNE~4+bvrDCms@e9xK&hYL;>JSZAKP5k5hgT(r#y zoWCct@;QIelid~)*!5%92ZRVHfCS(S-q z_;xp8@6D&uUyyXcQlS1S-UE;zao?z@atZH>uh%RDk0{q`_Kbly!-Jc<7YFWy18iw} zlh+_@9~q$;Z0}23z)E5e=(Ga}ZcSHH^j{!dL|q&R5k%SjP4v5D(ecnF>I*47L7E4K zelOv6)7u4QXICbly&gDafJD~cH!J)20p4^j4TR7S{*0ihI$b4DwUb7o31H29M3+5~ z@!|+Vuo-Hx3JETvxI>5tAr|~8MLn`|4{J)nMuc7RuTYn&ClPC|0mXaG6-n|og9V== z!KV|fKmi|(vg}&YubAveoE^F0IOSdea_4Uh6q&|S;kMiwGk1)wf!lWBIgMIFlSVEb zfCAv6OoHt?;s}qRiNRP0wtyf(s5pm%1iMfRztTW-JYDjCzQhRgF-W25!m#U^N5El% zBLU6u6(+BzNAPPv@;qc`+5kaEYQa#T@hQ~QFGvu{!#`1nwkl0HV~s(jGtgL}QRlCh zkVp1VT0Hm#Rib8AI+Q>EXCQyRYx~U<$b!~N4MFg6a*AYwn7+^$_!ijiuP->5FCKeX zyUL0)OxnB}o9+xx6#O>t&jcZz+4YvhahDB}5PoCjL|PMkX_o~7>2TQdJ5Xy$d%M@( zuItm!KQL6L4goME#iA4tKfpN5LS*K7hya>#_b>3vUno-0vkk5y1WnKy%!;iXvsh^2 z$`n=HM?PlQ1oh@t;MS_np4m=^pn3yR~Mb^`KGN&iTe)Q$~T zAQ$PbsJ9JG8pOK@h5NPMp%h0=1nOykXQFqn^Aj9&jhNff+KHZI^OJSv`?A?1E6m$r z@?Kem%&W$O>sFMmn*Cv6y#I=A*1v6H?0T3Zl)VWMmz)zd$r7A_`X2s``yc`X;Q6zp zV`54DeyS%*?BQB`P7i_966lCpW799f#DNAVxH1S`xijf2@LJ!ucm22b^^bI>*^yx6Sp`p>EN=+ADAA{ zfh>wR_pU0E$pn2TG;1iuG_JDeM}Hc7K{%>9!Kp&tqVB`t%6$l2kcNO)$`t;jA81@U zB5?+YGD0k3=DQ9T@xm_HBdavO>USx0FEY3)*11YjXDY%MfWw0~dT1nt;*=<*`3- zq_Y(%v%i27gSD_T#PlNNMi(H;jaE4o7fjXlFM(E7na4tnhDcL+zgTWXZ6R>&ou`Mm z`&W)nM{a;6Fa{+5s@=U6Gfs5^l%7sa(T`SXo;$BV(z|?7MpN`iBMH-h?11H_Ls3g- zp@LGRhn!1OkWQQT1uZn!Q^oxOJTX8feFTEwizBF=ZkIYXmyb9p0abXhihHdG!msIv zL6tR@&@KVWP*v^fy~<9_@L6d-%Bs!Pl64T3%3Zk&DbqXSbTF)GxNt=yDPX356kY{4S^crv#8p}0#a2W^g%@8>S$8x-kR+w# z@4)E!&uoG550Ew(1OsS=%Wsf=7uJ)ks~+0dbVdVTM3F5Zz6(qaBN~rRZPG&UKl~V% z(yL5p{r+oB(?Zk8rWskc+Ycy`zhBk!B+4EF-To@Wh9{lJ+^bj<2xB`1qJ}$l#m4lD z!mjYW6*0ZX3uK95#?^FP|ML)4Zc!D6bKG z{=pW|`mf{ZPo?Q~ZzW?9$hEwG%+b&dAvZ9{)9l{d$BS2kLH~7d0HrC&)ga)|G!M)E z|AO7Lum4YLaU>Psxt4mQP;e z!3{Lahv59;U$=bR?D8P<4EL3r`j~`@%Ok^^WT1{?lhvzf*F412LHhdq6_!~b_J_WY zDAB*}SHuP!mkzB=pjj|zQ*pmKd~yb~*v>aG5qD|b^W`#P@sR{*AONXP)P)}cVI9<5 z26e?@w}mh+6Q1$B72b^86j@nS@vmx&^?m=cw$Rw~u>YkaqDDrUxMd&;QaO{l)es$v zM{S~LGsYq7YQ$ygz1 z=6Sosgy2%oI-@=;fO-{MiWH85Ud3-)#1qQ`bi8M~YX`aw&bkj38%w`!f7AZ4Y*hiL z`xWqDYC-P9Gp)f-++Acm9zL*b^&aU^YmfaSxVmC)oO+5Qb?QrjoH zMBaL#_x>mFTJSxgq!73n{6=iE1Gl znqhb+bp=JL03C3+UVlg!7+KK#Pn{$8vbodkcgl(GHi=+AicfFzhsm zh?Ns}0OP2*_hVvDp6VJ-1Cx!2lMi4t992u{$U7p1K*jy+u@@Ld8tF4FynC*Bb-Sjhdv|qdXNgGiLEQ_*2ryc~Lb* zXQk&hh&8Y&QJ-iJefB&9E(P#G-f@!YlpR|1#39RZv?6jty`@GTTwAqeR{B#6YP4BP zu}SfCHCo>eqg6nVa%e69&Q0n}JlH^}Tz+-)_9_&VBeQ*PgJB7RwsniQw9rpcbz~@y zIa#gmj!x7?>}b!suwuyc2T~L5QKsSP3UCb_Qj$uT$+h-aW<(RZn$@w)^Uk!jUeiGH zQbyNC0aIxUH?qbj!f+P17|&_D=Dg>oar#;XKupu*=zYiucD54Lz&)77PZvO|jE|C& zln%3S;EqkJuT^gdL6eOi4^%wXF%5%@qIQ6!1}u+E(U6XA}$TsKyq)W|7CIYP>_u(?l9%A zJ(TB%c}|q8djyf~X(w2uhXMx#<9-;10q6Fyaq-i(%QFc43c9$d5_{0PU98^X=A8ro z8-)L)sinSoMQG|;*j4-lfZ1;KmiG}N^MU^1{u`^9g@i zqqR~rbHK?VW^3`Ly&_pL*mwr8DY#%9{eB_hxpVRb+w|8ekd48mNfvd#%e@~_S^>_U z;D#ug4els;Z?#5nia;@{zRPo#TjF;K^*7=ZhiYsy)vBhndmnC5os?GD`V@ zVQI+`&CrDc8h9lx&6p-~Nmax-LHZKmeM$?m`^VpU#AW_=4f(;&xt#?ZJ%*H>DD-CKcOB{1_aQTxbI+rk>NVH&jkV(C{E+P@+>*)2{HHa_|QY<}eup(Szo6 zUV zq~$$9Ggh!T0O=-6jR(AG{7T6w+DGO2-!CEaIj-p}zf1N$h;sJ4RiF(hxIGMgt?#>(xuNHdj z1nWmh5fo@Mr4k-Qr9%J#z4U(vZsH}75a%O~k2PZw3iK3aeHu@gXZDZ4FLtS;_zajq zrv3_IEonrUY02tj0}%O?p%#$U#_k^wQb%KvRJQ;-OZ>{3t#FOv523vW!$*KRHNe9) zc7U>qmhV{5h-u&Thge@r6xlIZk0)|Pm5knrmh%>L0L(;+T92}d;O;a{0Ne?aH|PSR zasm`f69h-aKroU2PT38F2@uN`-6Q0WB$12V8Be{?EGvd4qJSig#_;Re+jox{_LzH+$0Nr9M7 zwYWS=>?mfLq;2Il3AqGjDd{>BsP`4YD?kCe6LPp@YfLzvW zHUJecIME#6^(rv3DHW+vss&va^gL}!#j-Owm6mHU)0Pp9q9Ko+Cw+?xZCbzFhZ`r2 za)nyIUVgYY(EIg6bbQnYxAg+3M}Ks-{gIR;=JVil=BK!j}U8X{V5 z=g^&4`9MTM>QhBpYz_0NsJl6_a0a1GUI`ngLT=!O0V3A%wqX!Oi82+xdi&j}7keCD z!&(O*jI)a2bQ|#3fjhtyq-~Jcpkid)o>!3DZJ?FG(@wL}`u_IP^*zWg1zIE18Loqx@f3#|vLo9qRx}NHB71}uS-e?V8 zMd>mD01|f9y2GhCq7c~~y_4s(!h_6ZW5IO^Aa=G1#Q~P>YtL81@0#v*fR@R3w#ok2BPb7>p18u|jgE%ADy?MG zs;x-xx*XTR!|c6pPTth}C!Z6y{>_iJm;;Rp1a0E~H9Fk3j;!#$148H?)oj*!e z4M?Keme(04HX+%0q90os8uPERU~|*IUJkK>#ZJVq>3lUXIWFxbf#SJzFD{fMbLL~M z)kF4ZTwVqCqPSY`A<9?`r*SLvSrf{lAUs3dflN!PW_2>Yl7Ng{+Iu&bVBF~3$lAXc zeU1Kt(C>xWe5CP0WKRdozYpd%beM{vtoShaJqq;!thT_WRE-|>kV!uoRr|jZxUDUx zv89c7MQH%aaT1!_Ac@}xteRP_qjyHYx{Okg`$XnL=}GHjlh+e$R4$d7e)E{J%hxEn z5MHiVoT#B&Y>~b`Xn_dq`z3f@lSR#6R--fEMo;mu@rtI0*c_-vA1Rfz6Obz!LX91& z4kVkpY(vZn2#J9qpvE{h^o{=F?{xVEfhL7E&A?g;aB1t`sy|@E%?M9==+aIpA&B^Ff|6FnYiCN zJT~f`!bdY1NA2qv9sV{G&8_D0P4|pkM@bH7V&}ULHLvFCN&JNJxD zOe8x_Ot9P-iIO?gv~J}peH3!-C`QGtkueaqHZ1hk6yT?L}QOFdgPRB-s%9UeI%YSBCI(jr>$&WN{`~{G2%s~3J z9MH%}=jOCm1;bN>Y}t9oBn7%DLxyEgJAm52K#dFu6?Agjv@CO`D-QZ)-1{G^FFia4 zLB|MdP=EOo)?W?{8T?$*l%3k-F)OR zSL@k-A3G|Iylzs+uHJn(Y}<=Ls@S=<4_(7R{BL0V3(%o+KmEmUuG(poYX(g1hQ*n3 zf4?giWvTK%8W9DkCD1-#M$Ev1Kxb!Eg5t-||C2Kd3w?W_(DywM`es)D$Iv&k25fr{ zv(1U?Z)4f!4w!8=g_vP?$Z#&Aes6H{B3PdGbC9q)aSU?1 zmZUhqqCG@IM9}j&D6Q=vsF+m9>;cqA`*{4u_5atD;gp+t&XgNS8djpD;ms4$VlvZpKZe0PH!P_? zi6!;BK~mr5ACvlfuF+BquS;KGDTe(p#SjQm438bYiDJPU%l->j#i|YIDhg%g0jvH$ zf$Xxb$y1MEK%|j14#VR45d78(ok1FRDLy!!VPxPGoKMPd0%;sNCkI;ezF9lxdXMkR z7J>(=fF;AGP$uUbQ@|GNH0;k>5{*Sn!z=&CjM(6yZvVg_8%x&-tb&3MRZ#q20Fk1{O{u8~%3u#)9Zakd71_A~3`47R= z`)-=?T+P~#O`>mPg_Tp_{{PW{Jo#-&!(v#14-!PF4RvP_hSW#&C`MJz%KqC}ja_zEbj%{Uv1@(TZtrfxy~hYpw2W-as^1lKE9Ssc>kgXdALw;d}8 zG8J2~i|B^#5ywq;V6eOk0QB?uT`20;?^TVNG0uv>xQ^2W*O;eow~i^>(0rCfL;NUB zl)lMd6H~mChJrjv4vh`s+Ra5a8{!&%9ug~z+x!Gft^HR1;|jr5rrYZrpDTA@rSnKK z_s^6s3TVb-lZGc1%y_(+W2zCt|7yj|OkP6EOx~NP)87Ipj^1yh@?fcl`Sg#9l-FHF zmqs$Cr^}`$-zMG}lMLd|TE0&<15Dw}l%d`}CsNnY=kUR|*5QL%*^zax;p9M@HNl1k zT^gRUv-_X9ulIPL>L(BDAVJT%U0+S=>ag4hDawk+Pwj@$-q`&J6N^W`@9gKn)E>#P z9P{IftCLM>gO1b88zpeo?+?ZNJw9SitS)3!Nb+P<#S8w`D8aanLe6{a^Eh2H209(4 z^)Q`>Zqz7&oy4E7)6JckN3ws5e+U1wG85O;0&=a?BMM8rxTc)E8W zE!8oc(JWeNlBSjZKNjOmO##h1Mc1q+rv7!!3Jxhz^C8*F%^GBkipg3!tRM@Iz!xuCppeL!o8U91oE--Sb=sLgP^@^ zajwEUgSFS@d~3J)EjrqLZMC+^7Nz*3w_YxIn|?6VSNw>42lED z`P0S8gRB*j(pzh}ZUeC`{4wc_%ttxHoE=f*hOtZI=T%p>jfEsM<%|3rc&;BpjnPjY zNTznVPv~2fwqF{VEV{IZZ*aC(jIz?-UypA??(7(`W5VMn`+k|Q^47uGxzVtuoTB6y zb;AjMtFo@_rVnN9DISU;P3~9QL|eyOT-_?2n#!H)ua!p*7KEr9lFdI2Xa#lkoS*(t zKTPB$MOGu9_Qv9i%X^ozVmuv`Z7Lqxb+1VR6FTd@d1F=wuxN~6GJRO>{Au>z;^0V2kX5M$(SEZ zTg;cxTod%z4e+{Dt%btPuCZuDU|8C*&3&1Vk)i3i_GILz@ll>1J-`{DfQk%rZmJBAZkOzuydjVdVVF~gR@{{F$6a!!o?1Q~O|U+oi|S8cv7RxBT_;)0c< z@=;2Tx1%%~K*!xmdW@K!{~>s3qCrQFC!~acuRuufZd8 zCTeGbE%-Kp+k4tcxES3?=)U!+9ivM?oPGQP9)ogJTmf7lk!9u9;>*9|p#LQl{~A#z zklPQdnsBbVZU5W@;~M$6s`xVGoB?+)nQ<CFT1tlkOcfr?du>^Yq08hSF;N=jj}7vJ@tFv9s`vd>NI-tQ!aafSdR$mtOB+-&&X!nL}*JK`m#H~c(2kRl#iTrn{VydNf33|pJ0m^?wg@YlcE3+ zkB1kmG_c!_2Md@;F0@#bHHa;qoP1YN;0k; zs$4%2_>=?WEFW_~K>>iAD(&sVA6V2?+N2&_9Ks0^e@D1%#JO&7GN>c!kdO04h2B7n z84zkbs7~YY(ak;s960pFcQJS&jEHi54#quct<%|Q0dCgo+HSJbcAIBIZPBroD4l(SiD%&3@N*rcRJlh-r z+yc)|v+U61*aCm*XtElo99C9A=vHO$(Bo2D7mW3W*GKxN81Yoq*(Jv&z`P$JT}67z z2!~m{&#zP%a8UX25Po(~4yj0=lSUynK*4Md4TX)ExVEY&OF!^xVa13nFIE*lOZ%2I zCswclg{TGHiI1p5o-oG|kjyO{ehRh~fDZ!>*C>)@K3e@merhok9OmPwqF~s$XYS?w zHs3X5eEF*Hi)cnARng@Ow%0GA&R9eNJaHG17;Z>mCQANI68ud@~u9q!!@qL$_1VnJ|8;1ZjP)Cvlqe6GGV*BctRC{5AX)GWl+ZouA zP1CCaVm$LM$$aHS>k3B+7rD5ElD)h-3P7$|vNmA|+%eg%rc`qlyJ?)`4%)>Udg_?M zW@1rg6=8$3-0fDoyKibx%sT)O)}Ce|{Yu3RKKldLWx48`!n3g?Ig|oARVEK#s8|&- z>dd8zMCFy+^KjSw_=4u^RGMu-=I%9Hev`31+A8PS15vI#pK}NV(zb0Bli~VD-2_sD zaeNHKJIQA_DtO=1GZA-S78Vc|z_?EB3?Q)xA4XM`?C+8R>hjHOAHXx-0ObglF)9zV zurCr!HTH{xMhfs>LIS?O0Nn<2N!-nFAr~fWScs}iKw*ejiq!2$^gBoZmZeBNbi|8h zhaM{2;)~06eE7Ue(lt*t({;=U;G<}F=HD_MdiWDvC_el-O)mrFtrbnhuhP)7l2T}N zyP+FMF=EXfTmfvR*FV;Ft_z<%02I|7){c*`JdCtIdBPcJLm}`63p!!&-m#jyS?P29|3VVGnUA{Xecle=)slg? z$mJFAbP!xF^`JoqanLG}wcU)8PJyYt`fN>p*QN5uHS( zQ?5W@>mBoJET4|xNLx0$UAX*Nn)i!@qK;P!vO`@d`ha`Z?`mi9#qb#mUG}ZHhffO<2K(=9*iMt6uV?QKu;4Jd1O|lJQ#h)s*YG0 zx4Gd~i0Q|HGr?xO50+7b%@t;)(xNPmG?N10<8s`@bDrnI<>}M>r#y{rRpu)(;My*c z-3LjPC3_FdINZ;4!veMhQzgS@8%Q2fu^7;9-`sHv-8ez}fP^b{EYSSMF@dO+MivVX zg~g~~MbYQMwMAAp!zZLDEh>YPy>}EyF~KD?Who+@%7bc)+vQ4>SNk z0O8f7%1FqoDc(8h^`7Fd+n3{9ny|op)f=3pDZ4p=1h9ebPDkG88(TnRBnCgN1ZRJV zy%1+lPg|PvM0q4klVPIHUR)K;Q;*#8xhF3i#xz}^0MB&qaU~V>WF7R(#b^@B@n1bp zn(PQBm)w4jTZq&RiNhCgyEI|5 zXnM@Dd;#3BkGVkG0EM^r3s%AoqB6{jPU6I&ZZtd}g%QWJR3DhJ3ozy7c|twV*uJz7 zsQRz_5nmEWMAwq*D>p6swLgcUA;HoGXnzZwCgfb()hb+)>VWT*AGbo@j$l|Trpv(N zzo=dfvRNQ#EepJp?AQgQT^QRr>opJOIjX!pij`lGj>caBUS=ZHM}R3J2mx3fDF^#O ztm>yDUhibwPMmtc#kW=kUPCd)QMt8Aj+pKZh;sz~8pA~mj20I@ov_?V3ZsYGZr~8$ zPX2CAI_+BLDVdK$KbgE(Zq3qGxsY8}0X?}13ezpO>(XpQfXg(kP!-ll*PZi@*w-i7 zNTI!A?DHe+TL0P0dnY0DdUNVe?5S(hPO}kDTTM)d@=>_+VpQ-$1hk<$@X;#87DX5F zgI*G2SD3Y(Mg-)iSAG$A4kU(@bGtw>Mx8S3T(@gr3BIlJ81D9pP7E;VYks8-c)h)1 z2-A^&3TM&JRq8o4bs5euDZ{KZtIo`Y!F_a#0XS|4&M9&hV}j?B4J;=dFGy7}ug!2S zQYqJY4h)N3xM5MRvwz&hl_sJfzQO!Ks7xJ$RYK7Ps-*bq63%@mux)c~@zE?%KK;?D z4O_GEZGF1UDYbVe!{i-_97YbW+f4$=#^gVmQCC(eGaq-v$r@*F>h4hX&PE%lC8D7Y z&6H!Wr<-6m`4+3OW1LQUYY2U3u$M<{5KTYSs;=Xf#ewIY1lww)N2uMOfr!6MokX4) zN&G_~bSRr&0@eqV)wC%&)oPMfky=6X9NyAB)nR^S_i)_`ekiWf@wli4Q4U{eL?dcfJ!#?}rrhfe<`%!}2SLoq@G z`at@3UwrXquhz5!ydygxKNdCl5^8w`KUS)ur2{MGRsgXM_oaCoW^oKX#<&y1hOyhD z#8t<{mdb~j#KmO3NKH+xbC?Cz;gzz(lOBZJ+i{?#rx2NTe856vIjKYFT>#j4Z&Qo5 zGr@dSHKs{`U(Sf+&;jYl8M>W#!a28A6xl7naXwQML6bAL0?8+|NIn2{uhW%V^aP|O{F($KJYNsHE8Hq3hd@z*AuD4X1++>ik}zolH(vwRzYhIbWl`fuCc=; zFMeM|;=x6DM3NA5;ei(JB$7%~i5!0vzTAZYnx@7)a6SJkiE5atWxCfAgcETp{OiUW zK7Wu!5Uq%sY6hGjc1gYt?%$l`WeY5k>$n1>D6K43?YuIv06!xoGW)mv^AN zIm~wVAx0Ca=i7y)ZVAysbV5PP69v$-Frc#gOu7mUe<@-&MxE=t(c*l}9Ybke5y7p1 zhUG=a8F7B`O#sPxJ$dhA{s$>D`M;i~hgqEkgQPA0Xvu+tpXzP?`A5Ru#r%=U5j zT5cL>1jqdoXwVZZ^L?|tb+pKe*u+6D5WM4l4^Ec&qXP8e8%&>KdKLz|Z34kdSBW`I z(@SHU83f75j!_|_1{8#J*>6-n@cw&VPS1_M&)zPo=< z$!+j(k)A7DM6?QsER-9NaucD)5J27LNOKT~@fyrM@*lnibw%SWIv9Sc^*%3JI?0{z zz}Cz3fi1Y(rlB!FG?kknxd){&7AuL}(ZRFvNe*nD3F*oA6xiV`*q-Ov;UDw&FY9s7uqFqd&y~`(^bP zD7#}pA!;{OGr{rs-&u8j>hMo)7+429C9%>!3SqQ*bPOI~&TZuvENcyb$zlO50VkrS z2D8YC=2UFwns+N6m);v~al-y7FIE^)f>)90R0C~jWJAQvuefUpz(9G18570i-!?Lw zr0c&*&(S0Mlg4K)k>3weP zfVu**3J)H1o}XX+yP5^6m&vDL1%~F-meS)2BV02rzO-G&pV#5Qjs=9>6St>o=>m*` z*fpsEooxGAdPMLF zb8*530_i967N>UxLjR!o3>4db)$XcMygw9$7%06AdJZHti1UGpMHex1Hh3S%QwZIW z{!waIVCMu$L9%~-7WXj(lTEL^vtU8|Y`oVuq}A5%z49r&C1 zO|Qvqh1G8F!M*JEjn+$Lp5KBM!GdVtHHK(2!e_YI40d;Ag$7r!7t$yoTq?ww^O}%p zjrj&EFEHrExCk8|S`$~(6DJ?<6c zLV%g_0Cr;!ZxTrJ9lc+!PwWhbges=-;=^|^yv2N}t@NZ+99_pGSs}^4GK9={U?e|O zAz;o`>z;|u(L5Dg9|pvo-H{r47!wcG$h<`YzL@FMA*2iSHl^_sG&Bcx63**zN#gl2 zm=IdEd8m1#Gr~k?|Arl$VVKb*Zw<0!W_U8FBc367^U@7;%K7)W#D^B!acJSW!wZpg z;iu<$IVN-zfWh@)JI15sRJ(?veK)sS<6bMtzGs67A7u<-7Uc*F+Yn}lQmQGn;@roT z=xU!{17YD%hNnZE$E#w1;flhS;57JHJ9rEv@c5Qsc+=9mxh=~ui5*s!8KhSkFlqxh zCZgx%)s$9AOQ6T}=+b1oR}~kSj)oPr0M1No*)g%F=7s}{!_($81WfR#Qrj__?*&kf zd8^UX3e0FD%uGAf@zFxoK*hw=^_1cZrpCRvbRJiGd=%*^n$-j%7_`_a1btwolWv@b z2aLq;B&0R?hsusRCR=|b)}*W*!ak9)c;Lr2DH2Q!Ms^|;3#C&JF$4xK0wY0Kb-OWs zUP$1k3!xW=aqKdK70>N02iaoq(`Z@Kqx);Yn+^k_3_RKk59_JobI(AMGt??caDEy95XBqmwq+oX?xH= zgM10-)&Zm010K4swOdY&4kUo}P#aQ!Rn}cIgYh-gMa&k2EGe`dYWIK{h)NpBVY>oG z)@1H29~$SJeLjzK(rrUyf*+%{H{hbp-i*Y{yq(Y!I&^l<)r?rM2CQvw6QDULThMOd z^FmY_c3vJsFPI1zTFS6S=2@i<{4p2k`IC4JT3y2JogYrceRDr z_c+2rPwO+JYF@R49{U=atv)YXPhT*@hM|OUf~81ZaGBx~aWn1Ih(L0DwNVyjL6^+NnoP_as1v{`??4a=xGy`NZCH~vI8X+8xh@p3Z z0kCf=KnM22V|bwN+%5)yw`pss}3Hj)nFQor<@v0GbVZ&m2JuLpcjyE zurs1-J@Kndy3eR!b|a%Yk-gpmdvFJq`k+YbqpNUt>?_&+mOlh0KhT`mLKIhtn%42r zWBNzq>8aizU+@966_55FV0)k91URTv28+4rs+9O^)HkjV*CfVu&d~Son>{mIM=OuMc zgeD2|LMP!yY^xg-VBHZ|dX=YLW2;HfXp1_y4)Aa7sgs{>v}3^hr)oE|YwvJFklGAl z4ZqV;OY;ITl6AE05O{kFvk;_%i&8_*z)%Kt0386yE{<;c?N*{QH$gvWL{^BMmgk(8 zUj!H)_69qlzN(GGMW32N{_W{fi^Dk^UWHN%>KlZ#9m;;sm~V6r+q} zIMIKM#QcR(THtk*R!b}P`BG&2+r1kwf4XLbQR6T|y0YUc9-zUNqoPY*NB4K>B>k8y zMF0o3esHWFe2qj&%W}bgHD4AM!uKe3QURbSt?)AnJXr zTu-JIr%Gi;C=1hSlj2uMXKtdEuK~`dM}~l20(iipu^FeC%kW*JO_s~>GQ7A>5qiSD z=Bbx0-CXIf3DD7Q{w9sd2~O?j=B22&HIN+1V~ji&S$AHkm5?sIGSr>tG%X$j>Wyg} zz`@RdSn&u)M*U^me4`zlHC~!iJgRWEO`4NYS14hS>eFz<1;9_nRBv-UsH^PkpT!AJ z<&>e>Phzham3vqyUepsw4k=~nNu!l}9%3D2A%4*fKM&M#o5sRrsZ67e{y3IL&dP|Dicqo#<* zk4Dup!>^{(%9I}bqV{AS=P&@5QTQ6D7p;=Aa1=Q6@Z3hz*ybdRL4Ls&v@r2ug;AQ) z9%kF|L8u4d%# zb&+*J=? zR}lRF*DCU_>9AttHs%aF6H?Z6ONC0@$$3mG8pDN!#OC_n9Rdf_ zOx?B8tm|~Wz$io4wWlc=3U|!!dSzd*dKOUA^VHt-GUl((3u6}@R9Bgo3gX#FL;lI> z7!eC`j06Bk=<&kvtF>ovO7WrM>aWW&vk$~&7aXdfbiC@A>NWWas=`2k%CH$3!=$+1 zfJ)Bh$D;*OnVV25pHh7c@LldZ{e{(_*5>~s?LDBPy0-9fhzZ6h8iRrrjW3D~(MVAk z(O5z(Fi{i~5Y!lYQIRr$N)n9`RFY^^Kn7!BM4AR^((HsNPLSqEQxPU0f;a-AsK0&M zz1N@f^8RJ5x7L#Y!@cM1v-h{Z{q227Z4?QOHY)eD0`~NWY*MPYmp0RM)pZG_dmhBt z(lZPGmA9sM@vz*nwqUsjEfcFezfrAOOj%oH^F??cDAkef1G%R)C)bz+b$ezMiUB*~ zrg{hB<6w~A3|c^Lci|V4E0Jv&q|W}S`Lol*uOa)=7tgsi+rGHk9fGW@1*}Qp-lekZ zI^qy$VL?BOLnoXeYu3ZZD7gmHvmLHS`ljDXr!s6Ku<#AX1-hV>(B8m0tNu8<$(_oG z)6>(Aux_0OMavixaA2Npv&R)0HLj;W>|#!ElU8b%hb;5VHoS3YH0jm_3! zlz{O+W{Y#E*r8yv<^iGf;{?qCB~?4~95=j&OHBwzB*w+;rxv>8@RtW0&w^$Kon^6k zCoLL6YXOg8`7SrpuLNgnGRp!acb`Ia6go49kO$2hal5~D%lR{B&yW~`O4aaQq=_L| z)c<|^nKnAB7E*&&0t7$f??md6_3F-I(halg1u&oFa9 z@LP}_n!i@bpc-_WfN6hUj&2wDOevI<1uFE<+@I&zE?rFCMHH}vuZS`2*X$oB8a-`2 zg+CKg6Fkrq&Lwv|(DQJ;b^g!)viDfXlr)=5-j%`))cPn{%UJG)gdTE~NN$S@|M#2&*H6M&9nP_j@PBs%%Umq1rpnYN>()`SIW(3SD&HZN%k_El|%PSqbicdo*jYXf$BF` zY3YNaF}pTbfJD}&uejsYS(sNIqZL{BB$*Bct8KLCG?k|gdXWnKJRM9#pKT- zVj}2Q|9?7_drrr3E?hNqZhW>bThoKnUagC-*#DeT_Gn|ljTtTk(!{%vocV?|gJuPJ zj*KtzpAvu~H#$R*2zcYU*I){h>dQ7dRf}||QU~)<4P)#-@Z~{*(3{q!u@GCACTI-g zF%@675X%1_IH(iO3q=Y8H+Wvu*GZp!P4#=fM@WvU^4?@J-cNfvZFlWhc{zE`%2$v- z{bnS0hw9wz#FtpE51nC1HAzJhDA|;0PaO>Ap=e9Inczxq6ma!R*_Uz zeJp4?VTLZ~b3rWbLx1#$J=5U=m6OmJlwTGa0<|iNJKxO>Lci-u3Nz^6`Hp zf*uK!ZAd7C0;IlJH}DO8c%b(APveW-XQDl2oJ^R?%Pn0|D2|AIVKdB(F&-PYtyw+H zYz< z!e>aN1Z4b_XQe}4Nb2$_S1S^x^9&eCycV+ZrOGa-8oJS->jEu?WQM&5INn6segOaE zWwBx7RS!_2ULfyVKvr5CqXNTv35FscFWBvnh(guOrp)J?0)6! z!t^eH*XhTojUP<-cK!OA5~R0K@~~2ZRHvSp^3^c&R{@t-G8ukLk8d0$H7xZ!wwoI!6eyv=hI3WqF-Z;4Ff!D z=H|qF8A((Txa;M@^@cTb;US?Nb1P6JS4R`0dvFG%0*=~8Xs_SNJx(Qk=W)(nIH-Uv zuyWXOpnexc#?tbPU*)XOrK&GaEIJr#4h1(0w8kpQU^72z)oy&twmLMs{qUY5|E(ZU zglF4q9YDEIc{lVUu#ThjSB*NqaO)PgjdOnmnRyenN!SL>3ah4aG`}zhgv1Yc`#o!J zn3Bh;`|0<^ajB=;cdgOKivodN<`q7sebqPT?%_m9o?h#6c=>Sqm>?xS^OP|$Z}z`OP`~YD4zlqKr~1Ei6x+#O5F&UZZI{ux zTm|Ks6pAV;Dhlq(U}-?t29zl>IwAkV-GXcgiUU~%?66rrE4(#G?iKzUZQXTVVjeWv z>RFXWBq}KD6adi*lL3auZ7I;o9z${?P-ULuw@cvgD&3t|?!i}h6TgT}(EG=Kmx!i~ z7=}4lTQMxk?L>;T-paJukretovnj0Tn>R-`9wk!Pz6}gfhZ77Yz|9Q6M?n+$hi0~Vgc{J#yk?T%wC9Qax&D+hGN@+~(PKk#1d@3J3aWH(J40PtKaUmArgUxN zHN+*gNrCK0Jv6XULTDq|A-8|+cH$34N$xY*f)!fXATRQ11~CTI9~w-`OPf55 zT7QQT)~bHPLU3o()`xA4AcTnu@^QOSQl}C^&HmG zVefI0$=Oj`0i(se12~4HYdf=h(cIEcxqjPVn+YTEr2(*zOz8{^`FwNG9!@_65;EJ> zAjw8cb7u8Ty2Ju!n)?qYM>;U!OwXg%R_J|p5AT#IX#so6{Fw6SEruyal8=C!bo&j3 zp;k|AleiGLVjg`isM11G|IMP6Cr3pY)FIan>4EF6!H8n5^a2Glw4!R$f~~nU15d zAg5z~P3ZF{v;c6xD}m>q ziIq&nAo=ABM%XHrZT(Rag8RHIUzI0bq4W-n;o*LG=5qdr4|-wa>?gtgMYGXYau^lD&1*Ze-x%n2?%Ns<@dD&2~AL|G<36qmJ-ENsWa7%rSfoLXlBQ*zMxk=%J~;it6@ zEWH!IA#DAa;OdNvh4bnQ};THPU4(J;73))}B8*EQ_*V z#hcsrE@e!j<6*G9w&7%f6gFLHCwiuA_w}lwvm10?Z!ccXge{UOMMgUwVZ&8;s+!TC z31I_^@FSpS(r2_ zdRR~}1^W+U*!aoRV)nW@6POt8VN5fnDN~ylsc55|(dCE*2WTH+$<@nm#!?x7^^7eg z^uQFU&PZ7nH0AiA@wBo zR1#Ej!~c7{68eW;RCQd<9;VkIl0M%Ar#A`kRD%O+H5V_8pko(Av3uCz5~oHJU@AP? zB_9z>viH&#$DOfdYaa78aou57+!EkeGa(bNQ0}r*1)C9QnFsCHvK4lQQZ=oMvhejw7w22NXLi z$~kZ8y_T-6;%GpZ_XKkaSs%ve&Cs6r2jwIcV`R-?W+SF86d@gd&V?tz($Hby{m06S z#^d8)>639*lgVmA6ot3)cPG;H!2YY$*}p%fOkOSjK%8$bFgZ>|G(B7GWh`(>o&51F zsp!nStcZkzl|BvadZO)N>=$6qWA}ux_MP~DzLvRClM0wT(3&#L`T^C;jM;EE?+Gy! zb9hhCs$Vv0%~_PQ$hBw46%8E^lC=!IHM-<$$C52eJiNU3(O7HDQyJY7y+MP4$< zS~)V@f@ZFwAoI34%T_Hd-A4+krb{}tqGWjHz0Bqs6F&&NZ`SMbM2v=|7d9J9T2{uz zfQyw^Af0k~;v;hBqexmmYK6=We`44Oz?*-+8wa_SDK<%KX+|MYH90mN?0?zT97+%g z008G7mdH&E4k~NMy5SuwSaV-R2Nc!5A8^Jdg+Pz;<0ler8qeK;aXE0Tp03XQX)`#g zrFVUIooIG{nyiJkU{Ov?a~S;B4`{!F^{g1<<$l8n;#A#Qb;NpI79C+%zSBG-mgwuE zWItB$uBG^!8Et73C`j#SU1d(hjgrA-MRV|<7V!qad1i?1dDV?@EjTiCRms})mj@RYf5(_)F`c9WL2inY2f^pVCBRyELfWSZlgUf9viyMWm~2yB0lyn zi|0m5az+uq;yB_EYYd@6)7UIy$7`2~Wkb7E;<^lc;WuoA#n6TobULNH z@|5O8S17*z06WwXoEcFY`kYRWDN0}7;(8?nZJAX3AE|kUi1@J%?+GKqHM8BGq#@5{ z?-j2t8h=S;b=Z20wDF%-^ic8%XXR|_MeLpjKci0uq?$ULJG^d%O*C_MPIfD7Dfc9X zA#=X^`!%|4C`zD*cY+o}sd>PU+YmNRibF@NFR~1TyHLEhB(u4o$*_47<2|&hobC$tMvj@p_V2nx8q{DmV=1gHI*sUe zWhr{Y2VB%3H~V!2`&zmCW^66E#cBpJt+BK`*fHO4=hEd%DT!#bsfD~2ENaTqfXPvY zfYy~Q(BkH_)_ds4a1>bK<6%;t<0MZHf}zrbCi5Pa3$c3(g|2YN`S1xMbS>}HJKOSze zAvt)mHzykxXy!m6Ps_|)cQsb6$!(La_yBs|#E$C@~SX*VaukcM-{l&&btG11J{pN5` z?#sv1Z^s(<4tlw@wz76Y$(vqfSiQ3AYrnYKkx*CPwDmW$&iknzWl@=mQwl{(!;7%|7b{9u)Spx=%5boc zck_5{>0*|9G&855*e4|VX+ch5?a3=o3R`c7<@9!W<~U9L@l9v9o`Fo}=NzB+^2O;6 znB_b&JMZ)v@s&4kp85tAj{Y*_z>ja%$EQ|bs6N>f|K@1>%NqTb$Ge@fUad-f={sY< zvFfJYnfcbW)6d?A*>$S3!7mz~`wb|Xh3^^p;nI8GI4|9*BE~NdoNn#v_#;`Su$NY9 zlFh33^GxrNDH7BY;mE8%%^eONe>UxW`jEKnE&B|rNHSV%GKOUjJj_%Vll~pi_O=1r z5{QQ*Z7E@LLg(Q*uA%a-pLgI&Vz4N{6G1JldzJ+0==(j(Sa_l|Z$r}t`mzf|;z8g@ z23+)^^)C65-be1Pr(_OMHTo&~EpHy*$~Jt4eJ#A>1jh&l6Y^HOKDy0ZKxB6GX`2*X z5c^MW*-zM9Oh;NjezuPf-U(60>1ECR9NNP&H|(`NN~qkK!C^qa)8U0^4a{B5{&@>O>gRwG$7CIh4JLqR>4~f zGN_clf0AvVzm=k@1!TJ{U)6+8q~(CTW1Yvjcn?^nHYs!Fv{!3K5Qmf4FYQk*V=Y{0 z$ijliLl^T0=t0`Qi`Z<~>OlH$#i2>I0W@2b*;FJ}YzUxGX3qi+dvj2iI}8A1&d4b0 z?Fjqjs>ZmcbI+C0akubcLn$mF zWhu*QD^HmRu#C}r!bf&GbS{wIjBD8(|MF-B%QSj4zYg&1qL^x3Z5@x%B!kK$2QVBX zPR%(Cs1^GR$!%|qU)Rou4d8qOjCy!@?F)UmB+#VrIBP4a6Smk=$OvjowYt=2A+U{bo$dHmhT{ex35fb3Je0S(4vm1l3BSqQpY$}~9 z4*C?SvMw;32N>t@dvETXe3J2mzR@q2G=`*;%S&O>_?g3}PZfp^>eeSNvL^KJUb}PT zmN9*~*JM5^Pq*#We#j0`1Rz^!p3!fPp73ygGco3oQKGrUDhy&lnD zm!3$nWo^Q6g3iX!p0=A!A8z#Qod6{UjzLYCbi-cAr@s>^-dY{uGivM17wT2^szbI;Xay zU0HfHTQhq!O_2OwE|@YQ-Ed+5dg6xVsi!&igxgf3Ip$YF5EOQrBY`+$R#s5~_aPGt zCjXb7>#AWoi(^98Em0jxN+xK>&8;St9Zr5p)B#1m0JiygU)7fn**$^20_3-)y~LNw zoXZn6kKD)E_nODBQIP|{uUp=u&(b^lKRZN=U1_oo>{-ECChAHL8qqXJ9$G|l1ZlqQ zYzkzRi_mqvYMn}>hqc1PP6?*RpcWC{3p14z6GUxQYY2A+5_9BP=!Lwlij($WvM8iTm@#T@hqnkzHD7P z8|ouTkzUbHGK|Uk6q`V{TFj>QcHiE5>=q$QRG`I9w7r4pX;@U(<0w@l_LKJcbIIVw z$4jW2mqadLd@Q6Tj1)}I{m0;=lc!mztV?`1f(yMHVzS8_CZ+8EKdh&5U@SngP`X)znt$P91RaE#| zu;gLn3ge)mmE+|B75E%TmHJv^=TWQj9_qDzM%x3l0;!ez6EZHQ&-9&5KE6S5p&U3F z^fF-=AlOdVIQ%hrHQ#V|^RJb;rJL^igP)Qn0h6KAaKdAKl|LYjmIpL>#{s?8q?ryY9iBZaY?DZj@?kJ@P#x3+x zDCD-ZO1G!s&o}0iJSTCR`dHpLpn1_Ux{FbIkNrLk`NNN<<50_~ODu839wAi<=d$7&;RM9MG?}(d{gPOkFcIW1 zqH4~-K0mjL{I1M`!%_i9zW3yTTV@)tWm(mhe}sKz5d%IH1rkxxr8E-@f8Qu4rrrPU zYmQ|u-|6=s3ofYe2PveqE{gzI!0j=XWRnH8o>qH?s)jlP5aud7jQfz5m+YGR9?UCKd8?p ziw9dsyGWF>c(pExlCn&~U&!CF2&ZeOf{&3^GNd7u}$7n<-C2L6?4R5eUWR4hk2PUDDD$f6j zE15WzMKT@@cs4$>DRn)L50g~f7ln;RtOx*&0A{d=i?2KAnK;#2GKI;IfR-j$6DkPr zLX8~$tQD;EK^d)YH9ekTm-c+A>NCVQiheDs_*~$9a`E1@__wduXq!Wq?!oKCzVbOo*%iz6 z5=KM)uRUQATHc;9GJHc5APkf@H?_`=X`6GhP&2!S!b;VDqK)I)m)u*TB!Nx_Rb$J% z&ZJw=a(bXB9kR^(UR))U`%r%$?!e^>z&~O`i7iRTod080>qZuPCs)$g8~oj)|FIxF z61vaiv9G0qOdl1)M_$2HCR18zg$@4*)P+9sY!-jlJU%a0yO<3i4o*w-7u(caj_u zMfithOTHbwG|o@MHzTYZu&Mn_t1^%<`1_Rhqz2NbMKzRs`tQMN%U)`3-6?aRYrA%~GRnpEx z!>L?Bs;>G;<@b+QQV^@3_QbwF6pM$^SKujis7X{LCTWu0?@U43gBo^Km!$J>(|FHF z0&b*LE7iP?^ErZ{2)+&Qq@z~+vl477XaP9Gy}g`Oc2%dVHCmMpx7*y};C|1j(HAmd zz1w}Vk5GdvHsQ8YHOz$-#3jF67Y}i#YGskp1}He?oD1&jm9$a_357txkQX74r|qOKA;OR zJv4ijR@%#MK~kb>zK>3$-_RsnqD9q945YWAjG%39@1tHAIo_>*?NFBdOM8H+faIvZ z2o^>C#uuR(nm6p!>SLUsP9lOzuZP(D8FZy8!{$Z%t897(Bj98|%``e|7_SU(_^391AsCLsrv zoA(1*s=T|Qb9N}Ip>PSeIP?swr9wrf@f^8ZR9~$Ba*@^~N@}?grU=!A;8``FU!>t( zwb3QQVFY=f);LamA&!BfvEyx|4T4pCy=Cu?I7dU8IlWb&V)35$CGwz^dHq?f(3$Q) zYwB?Dw|GC?-jtL+Qw9vU`1F2Gwh9Yn{4**qTaG3kBXLn$;;cNnz@|FnG4OKdJ%6+s zq)W=&TV!9$F1J9k$m*^6p56Lti+G6{L1%WQ5OLLcR2EIqtLg)_4HFa%Az?oH?&;wC ziE~96bJ5Np=n67=&gZk7MC!Kt7Ru_j`7Xjwr`&!~p;89yOk+u<-8p`#7#hrJn)8*> zhRLp|(t_zmz}xw|Aq;KS#DPfs_lv5YsvH0cWn>z;bmXLzle-vF0x=UXm3ZnSya+E4 ziPu|R&+6~;?LKq>UqjC)xo{d`WtC;6fTct&f&W%!ev8;#$Y*tXpHKO*U{X;-G{)5s z362!$BvUHs$;Nt(t9_#kUP;h@NS`_F`ePU$_dRCxE%&wVtv;c47^psX|WWogIMpQlzmUscN<7&tMW}XqAeXbckGs zC~X0n6SpI>Ze(=IvajOqmN0=q;`)G=UThPxgi+Rz#2u5TOsooZi*iF<-1d6Xr-xoo zFqXG&HBR{eo?WLw>mF-lPuuA*`L*~P&~zYzs&rnStzA~O09eqyDWjt{HG z3li{BGoy;c5;|2#6fl{#z~TZmJC&gan(7v?8QO}8Lm5vVX!Gh3crpHIKzfLHb=3SnSSmd%LmTH(~Dk-bjCkHg7F2P7`8Oj_J4b zkrZ6@-3-wJmK+!lV+LO3T?uwVJO(e#ct(p1kQO?|qTf(?TonQ#&NuLRt7MfJ@)UwhfJ$RnAywXd_C z@dGH!YD-tv-L8il!jmo0y6o9(=-uTxi5A8J&iIkv6Ee6vidXW7%1a{x`6SUcmEvN< znn!JO4$`67@ojtDweIpx~_W@N_UgVoq11Nb|sj{&944T>)t>jvV#EvyF&*- z@Hd-_tpu$mOujBcD!wP(ZS(a{=|qA9I##a=-l*t9$~S;OP&85&?#TH|w)05;OKj z{<^(sC)Nar%x-Jln|A93GFRaHRnnfJjF;Twbc5$EMr7^C|vD+(BJ-XF}3ZP8Zoj2)$ zi!3jWCfG|{;>;O{5>_j_Casp3zKolbPRiDyGT!w9K%^y4hzoy_nwLPFHz;eAb$};L zdZD^71Y4Yc0P-Jh;=OEwc`zttk3HX*by^~_fa@3)z-RQ{mt;9`NkH6YmL%)Bs#d5| z{t7r0F36ir3CmbOGZxjV{)J2a!;tjD7-wU4vL_D}Kr~i#k;@E)Bp;H2WP5E{MG7*? zUq0NY`-Oke!$T!j#2JXPyf--Qjod7aj87-*yjjcD>|9Nj>&YEw|K<21*O<6*)#>GX zEu!gh-kyD%J1*RL<_VdCqTdk^!6}k@`J?>&Pwc=`QKS=G_3)NCaW9*w#}x?OBy?{&y5xh_>AXLiBE!OuthCo09k{0;A4ZatW;Oe0baC`H% zTOi&?>7Qoy$g|($Bh`@errT#@v(YQ^RmaJ~c&%UAO*Wa+IQPoa{(SWj*&>G)nHbuj zil|M|Ly96Zq9^`8B<+~Ni6LKE*J=G3Q6`8Ad!{mb6C_CjLxnX+nJBfN3;a+SS_4s| zkB0B|sUBnQ!LoP;0aTP$+_SrJjdg8jCL?yVZ9f)nv|L6Y@;yrTnPmWoEDA+b!G2<7 z{-N_!K`S`A%cX;(yF`ohl68NEY6WbIR6LhI&O)A!U*HJp9A|hFa9NEIwD``{2h3G z*SocUK`=-8dhWLg(S}4H$;5KH&-T(ID3EkXQhg}%)X>uqHDM4v`6UZ4d1?ak1Zzhy zTpoGk0l5GVW~Fa@b^ww)^M4^@rlz6+`pa^-HY=jG6m z8(15Ru!?K+$)eYe{r{?__)GfK4uEwiCHg2(4Gvu3eJYwZlAx$Sxg|v&q>c2Mg^d7Q zHH(U`Vac51P-hk8!w(cWEbebXb5HNuGq#jGLxlpa6-bfN8F|Fvjsw9LO6&JHrwrAv z1KawX{k=7YB;V68#?kH0ZVrEcXN~YV9U|Sy}U)^ayyTDG3dMD zwwGyxa1P%QX8z=Ab~8sB@ha)Mm0o-uMDllgYe(zem;V2uCfo%~M2VwbU-FDl?Q^`A zK;;i0-(?YBSzN%9ILu;`UxsFdJYFkdszVL%cxB|Q^Rvk2LggP7bWu|dQc_Ryq~&oz z=}F|lvFXxR9Bz)?10@*Nt<(|Ld7$YF2>&S^`>-$!%Ox&^{_+JGUm-g+%G#o#r96bm=Mp&$j=Eq1qyU%bgx$DXAF+jr`55;L z3mLnI;(0M#%-yn5KX)uiDUd%EumC)*A;|uKP|ZA^w--q<>~g(8pJ7{<8br6&HfcPf zUp=B{^)Pq5yqT3br| zXvfJc)KQ2IMX^cY?9W!edNj&f&k-Mzlj^Ns)eyrlive`5BG`{|EDu9) zO~ZoB?tO$kru60LH|G9j`MaMIQV|%9TiMLL9Pok@43>}HO5ZOzV_{j3);$|UL^_qg z*2-I;Y33T6m&?_W1yKVmeP$`AfGy41>MeV5&Z`Oy^-3QORl#JfxyzxryWMG?(^*t^ zKq7@T+WIPv6cA)xqD5vT7O6aLAWhZIz#J_8Ba4nc(Q)0(Qr7`=6Rgs1Jy{*H`t9+} z>A6ko|5b*@vsvgq;qMi8$h^00yC&S)9NfvGCvn_Lq-(v_IHK^5xaMrX6onAlB zwodC_9WAgE4rEh1Qy$b^fyK`JoO-tFzi<_gp7&%7wg~C~Ng;rW$q#pgZ7!li7U7z)TD3zKxpAWX2gO0ab zJ1)G?8*PA3fM*5D404l1+kloABnFDDQCl%I{*G}0#Or+@H5`HoM#yoo6S0FY%VU5M zo;DCu-au7K`)Y2e`Jk>SohVG4lf^;m;*|hjA->pc6QoPYmR4mB)1ea_3Idrwg+$U` z7^GgHCp7jjcnL>Kk@QAxx*MwJOH(!+CWC{6MS_>+JZ!gXUNmi9DN5Hgy}cuD?qd&@ z4hDJRst_WnQB_FiuZCh5obiAvu;e_EF8f=wx)@wH94KvU$9yzkJNb?bViMxGkh7_~ zXv-NKX)gPP9z9mk+J3PHQ9Q^^2r^AqjR?g@^xV3Ab1?d;sYcurMv31C=jY~j z6exzeG0k}GlEI7$wyBt~BG*QpRzw$Eo0nj&!{^S)z^Ez+b zG@HgD)Oe+{B+z0S`oZ)!bO}RWHANun@E#hP5nePCUwMZr`SKlbg$yE)5b4DzRC#Sa zchD5e0I!2)S`s&2! z#s2;8|4O=|<^F@%Cn&Ww@iR-mhFl*7n?6r|Vany98)87ym*p_+8tW$k4x`@vJeB)O z`W0s;Q>~+$zmN>)Xh*ZU|5k)1P*TLMoT6C|^NPsGzO^t@ot2eB`S~ z!RQtu{{X<1c766Wx!xR4+kSQjGdC_~O`Z_2Lk92G?Tep8P!*tTmvYTv9KQN&y2Or0 z!{Qa?E6Ep78v-kPX!jRw&8*tV7?QX2pFm~7oE&V;Uo~{!<*5!FhLm34B2$Kvm|#62 zbO%|do`LeMTZZG~{RyDfYdxlvxM*)q4fJYw@K4>~x$DFt=T}S84n8q?6wZts9 zI2>w#9_n|Sta_GPppup0G|%l8Hwte#;Y_2BKD$J%sq#R}KH0MuYwNS)a1y_FnrD(!HW5ho%bQHgMujV1n6U za$nm&ax=}Nq_Z+-wml*FG9*Bh9fJ0T(;P;SocC>i>+m6O1~NQA3X7HN>w2M0|JZ!oD*{g!(8B59sc02G<^CZgIcW>Igi?4E;BsOn`Nh+ACrBt+)D~y~ z-V)>IM#Cr#RR;8bxn-!xC=Ia515v1O6E%qCG7n?&ZJ9jEEvvFU&XcLd<}M%0g*$~A z9ZdnxRa`KHHEk#?eiLepNf(>`T8IWw7YwNcT;zBd72Qxr3?QF5io->S?7|3J-2Y`S z8e-J>7&;}eQi^IsLt+PTF5nYc z==>iLx_5A2x-tmp2sl+5>5F2Q872Y%BI*wKD*s^R5{Ek)HQL1S_?yjRTHyG&*8!-J zOr^M2cZG={f!HC+gy75~NTkY2x3>SDM|$LXj2|HF+puss^_+&gK_$6Z)$<11Ap~{#o9KM?nLN5I_ny$VN>+ zF{qN*tEqB_v%)X@SI%qo$mfuWHlq43Md`NCw?`ijOq|ueK}pK6qR<8r{*eS?U8KI> zjDc}q&&C=9Bw=4ph&e#jJ7(hU$yUrLpvdFrtuHpR2t{!mU`PA?Iiza*>>wBq#7d4` zunP*V}|fZ>V8ACTsP>va=H-jncq#^#sKtE=GvFVGZp6?Nz z3R(zN_n6*ATDBx(g4_wUX?xYp0Z|i*^I_(2w!R3@{V2;smyqEb0=f$i1>bC-4LN++ z(1&Ah^z9lZCT;FC?{xif1Xau7r2{knr{Z0zI;e`!{=o&W1pdC*gljHI?*Z8|g{!7I z>J_~RG<*p012@#bGruV=_GW`Px=kUKc(E1lSV#FzUEPL5Q=*iQu3`*n^tn6gF~waY z;JLNueF}$ET6OQ{Q1IX6m?i_3l$N1Mp2~wU-fbCK)_)z^@J%I2@d>~G7FNA9-mK81z3{5So;{b|6$=H-`D#JksLWO zP-CoqT9@;yg1lVt7In!2=i#=W*Z>go*QTEP;bM4$a!~#nC)n@i;;NFe134N~RSM;X0H1Y_myo&Rm zi(6UCJ*kFbpNGto{*3s?lA*%U3oKz4m`q9JcdQ5v?!WOImyd2X>=~Skd$y&OP|wJW z@EQ8Ze@cXG5a1Q0Hjuc=o^W1#a;B{pM}?<#Nz=bcRF$lyX7%O}sxoUM`Yb0#(e(^% z*iBPz9z@?G23gqRpljqY9%-2K5~%Bz@}&vrH85aP!tAPLY&KoKZK#aKGJScQM@##z z#a#aopSAND7q2W}{+%a~g`5%Ja=T-dSdb-*;IKKA0vGWqx(}O%))AajvM|6i16#DL z4r!R64V~0vcRgyI9lGCjp}(7lhHtCW-nG4>5%X%&+p`s5h0^Xuqd=~~4S$^UB?M?M za3FAIq+O^G4H`=LXHCc28vs5ehJ=mm&AM7LCE8*_{YsJ41`!sBu5rOyJ=Noj4d8Qh12fQD*Y5}9;FffUTOKYU zar1|PlWKHl&>2pv@g2Q46-cy?#njTIjCL)H26hzrQDGgTDz2JaXF*aN|5pK!D1+Vl zw|^Q&9cJF2V;ODmHe*M}ChA31G>7QN{%uKz%*>c}UHf9gd-k+*EU)rSpA&mRSPxFn zbuK*eoSO4FUN5{f9&w8Y7U!Z#D zJt}7fGeNQ`2h&x(h(aJAg=A&?+zUxh*3wQ;!MHjB6-8yU@~puSq1O%~*sG&g64Gb- zCHlpo9V^ko)Y3Wi(p=3Q$1fHW&Z#viC?Ia6b-?l&DNyam>D+=gqqxFi+ zPrz67Hs)Y?80s6tVtOdQ`TN}OaJm7*XPyX$&sgSA-dtwWNpG`<*`BmLMp+I0{Q|fD zsBT(n#;?Fw1ogq;0!(zxwmmz-67p!XN3g?cPBA1f6kZsXcPdE$s#)h|gQSZz48RHR zZL?>`6)7G;0jIR~hddhq&xV?(6b`2cB&@>7!4(0q+_VvA?Bd7VW&meQ=azcPH321rB zjn8DZwWTE8g=!qyC(McwwDxrO*}k$3wTDbeZ6F_ZRiG4(LW7gYusM4%!05neA2tqd zrmxFtT&|HjA30H+KH}u*VnRJbiGmL|s2YMKu?TWJ9((;7$P&kFu?Ff4)0{aWFMKx{ zFUl___(J}Jh8m|UIBo2^%Dy)bTx!WOe@cf^L=}}i#UBWojZQWxr8J3UhM^Z=U@IN5 z4o1X8B_K7TKY#V#BRWL)^2;%(Pamk*$8a3`XVkxWTrO#>>aPyR5#35H<;D%qyo6v+1Mt6cN z6q?QGlEyDMyDFLVS^d`nzgwZcW$fP~>25q$QZ+7txzGO+^e4Jb0hG}b8*mH!xBugn zbp@yc7`LXP@w3}}Y2Dg?u8mHCE|xz9gYt+0;wUt3rRQWmaZ8B+O~5TF>;A^6%jSQ$ zsR%qA;h0=pW#bWg!H)kMoV~1$DHN?FR5{?nByur?FrmZbga%|XaRKs znGui6LH!@}faG)63-`g9q$i6%lMFA(v-*hhU%`y+byZ`CSIoN~axMsexN2JyDo5Mv zS(RNs&psmbeSRw?=V%j-?3`s>$-<>%#4LK_vvDn2f4-t66!N)UABCAir`J87K2!d} zK2_@XA2+%8a?&7!e6m3lOi9YLBkmauXrZ+QmEE~Qt7GEP*7oEP%M)u^TYA(5UQ7dg z?*Tg44$d@;r;#ei3>A5W`PTOPj1N#ugb}%BGD2~dC#Dfz=B>*9_EQbbSwm^W&w8GA z?^V8SBO8X<9(VUhrIPA?>N73lRzL}u3F`8K1d;o-o^N+? zrO7+XnB)hV1X#xFIX{lgynvP#P6Pld*Z~)#NvVBB15Vf77h~QGBZIb zl*7jLz+$nxU{v+e-ooL1&IXemUA!aZGwuWHs()sbwR1X}S&V@D=XiP%Hka1aIa#@` zU*_z91~-^fjX3MZbA^M+K=@c~s{;nm4f2R~eLMFETB-@vpCgSbyx#s4Htpd#z~Swy zuRRzEx`Y?Ou8}8-{k!shYtUsv+Hd*-k#iv$hP9xl(AmwPvQQDmZ4~Fd*r=_WX4aIABvC(>=yoXWSdM;Q$s=$h01LrMiZU2$s!|4d7EZe1yF;6l+eh2o6 zMxH`46~ryW-+p**Sk>jq1h4NfOn7VNB4AUD7vQJL6Q!hIut=3Okxa6a`h5crj}=qM zE9HQr=rx$Wo1AN;GazH0RDB1R4D~N7eVEhzbsbBXgT&4or!yVovS<3=flM-fKN5eq z%0NfEX4~i0Ox@+?#LSJChbvE6as0hitJXRuoA2J|Gv0H(<2CYT2eWvBUSRl~!SPwd z_BHD(cnJSCYO&%g=DhP?D zIw-2(dArcw#+YXzLB;`{RddKn)uRCv8B9Ko6hy}KzJ$a*IbxXmw~amxQXcz4CXT-Z z%4^~@@(oy1W!radfe!s4#^3r~Gy4IFp#DM21Sy~QL2eYH-|szJH`GvnQIyB2o)FJ4=+d|L>YL7m}zeRMjkCqbPbZ8+*JqaVlm3 z#^bnE)zr0IhVj-(RZL1}v~nQijv6&H??|5jeFS@{daNvyd_1;=zN6?v z&YcRq3i_4ogy7*tGF7vaJ^IDNuL3{rG%985`C~>t7npu8=QvolO{)5eloL!stkn)%^ zXE#qrh1LNOccdbstLNfi%sS1g_iT>05sX%#OqJBHuQa_#(DE#ZxGX1u*-6wNC@ZYg z&KttF2Egacv_Om%;_jNm>S@`x{CHnYuG@}7?nslsizQ%!3|Ry337kF~)t-qiO!XK( z_>=&caZP8qclMsvr4O*sLR9CJ|F`Hv(0-VwQqrepP3gg`r-9>{%6jHBb{&y`7UAO* zgO3e>F(49#;zmo@(Lyg7Ps{YxH2n^|k$l3BtUd#~f_j|=i4qmautLPPxoS%WydJf8 zvCR&Rm6F^~DAQfXm1vcVv^du$&|C4N1;9l!&It`XEN=7r9=yz;hA{K^TM(gYJe$M7 zWNafbF5prqJ`@Pg0MRxF>42|5I_%U`T*QY3aJ=@E1qbLNp~6_0R0M9?%~h7MF7+qw zH22kHpjSRK6g7B>G7*gnkoEeu(ZqhCca_4Jj^LDk(+{E4zqu8-{p|*J_T%E!D`m-?$K#MAoyz7kWI1kszv;^>8a1Af*I(EM z<|RWb68-p{#8qz5fSZ<4x2Qlfz=vy0X;sSlVBx$`?5vnd#Q4L9g-W>EP?J0;^o7qN z_>ahZbu8nan#SUPBW%W82h;&-mtiePpe>NGfWbfwz3$c1-~tzF|H7Ve?}IU7Q!yrO z(T9k1SEJ8{zkArT*k$ANRTMZ{WI#@*buWS5VkCb(dta0O^*Kxr|35GmyAcJ@L(ohP zB=Om#x=5;4Mg`NTFN*V#-Q%SJDXuwQCw~*9DPWT!q=o;apb0EQf(BzLG(UU~|3*!l zMa(U!ZYG+`Kq!jIffBUF@Lkdo6T2KIc8Rt-mf(tUTRgJdb&qaSl`D*$i@NgxsT7Nx zAGJqCYzD#_Et0bOJ2bcp!3g}f!g4J_VL*i{xWEE^zH+=LIE*{kJkSr&#%@ zOnqEu-&F<`3cO?1#2tfeVIB+lYrUmoplaeeOWq07XHoqOW_(4mp8S0)P`^x;(;$hf z0les4X#dsvtGcrYpC@>jMOyUM>bImMT=SXe|3w}$d^#e^uOY|v}h;}9ze^pxdQB)XKUf~ST1+Q62}E6Thkv$F{;bZ$qA{9hss z6udDiVXfPfGmrFK?^2>FR>CdRV*>Jacm~9nbG?0n9y+$yf)b;k;*C7o*&qpntxt1@ z^8_MI0c%GBguRg(_`mxZ*qugsw{uI4qkT}P2|5NdeKl}(5Id@*Xdv&i{xfYXv9g-6 zf1}u0H5yy^*0V6Fsl-5<6i2egfR;xz?^7qYQqLc9EucLM`f>Rvl$B>%yfs0cYt!mg zE}HSKq7O+kU>51LPswA7TD!;na5Iw@;uWmL4sX3U|IVJO9y>ZOF0TEHaDGe+w3PIc zRZu-{8}G>tb8C=58ww56;2E}mK`%&FJ-!8(S>0)+okFUZl#~rHXEhos)#$!AorVoH z_;MUrEmhk1le9O;c~iR}%y6N$EK>iWBdu`@$a4;e39xifv5-Y%M6}T0xn)i4_g^wb zAn$9&KL3d7Wi3`LJs*8D^JBv>Ohp6-p4ql8A2*Olb3>t<74x`AmF@{Ap|N6G7&oVn z+z&uJK+o`_@z23LG{H@T;%Hr0Eoieit>@!Pv7BrRE89Y&Zbt4uPf=kAHV^R7TCOSz0u#%|CD0T^=*MVcEjjW}8T52Z zbpwA~3%8cz53rR@^CK1`m=9C;7tM)I_)rAL@5n8? zxisj|aW)d!aW->F82ka0&>v@xm}cAx;(M{%1p8!UGs`3|Gr=ce3LRWh*nb0LIG`AH zc&_iW$?T%a^HYd)&!N@`m5;+_ZwuXkLhN&^A1SR4HEQ$%fNQ z;hr^sU`*1@-@jJdUoaI{^k&c6{*F_~ik?4e4*^eZ+dNl;nC)A;2F zKEY-u;5(5D1K`HBMYuF3eKIR_d-227=7)Sgbt)&u2E(7_oQhX5{Lt})$pjRH%GfKZ ze_@tr0u~vCPeFD#F*%jh6c7FP{|T#F1*46h%KJ74r1wT-hr zW^!@)9IknWHM=;~!7Z8dmS*E?1vB_jim-)gt_S@avJsHSZ)LYO=m+e?mH>;XpvT zrd2@k6d$5|Z6;est%lr;#y4JqYgM5()b64<4g`PabO^ZRK?PYMDt86Tp0Je4g{-7LRP5hpS5H>*g?!owA<3w|drj z8X%9GE*sF$s<41d1L!Sf=n}Sz+TV{S1qr$K$0c5qS%0>i>*hgt*rvppc$2yf{9whX z3!DPOj3256W7Oy@+s-EUGqyCUp*akUHdR>#3mUi)A6XLyWA^cy(4sQB#f+9`$PMR&@P zi5=;4(EV<9xniaJ3y`-^-=S_Mi+U)=6O8GO?}iIFR*1wT)na+p7)Zj{BdGtlzN-g; zvrh{_RJ&Nj4`IVY=zXCy4xd;s8a0WH-mLjcI{13eZX^WTA$|CO*6H0GE8*P&qb$bZ zg@ODd#$bQbp{CT!KKuI9DW+2qAM*v}p?~LEILgz7yMB0k@$WXF0H%FEcKVq>fjPED#)4T@K5GCJ6Wj1! zRy{coW>AA#qiyasdQrQ-)mKaHl$GbU7Hxzf6D07XIJPHrP$a$5QV5)&T!E%YNk-t( zrQgv0E=**bvVj?-aJ+w#FL$F)Lt@#Wmh!MIaM>_9HRP#+_4E1h^%$2W;W#B|#pT{x zEd#}WR~-?I=hzh15F2R!#jpF@l3UsA{+wIcK5Gc`FWtA$$`;fKK*wl4A8{WJNqU*X zy^iDntFqr>Tw||(%kWs>1^AIzT|FuZY`IpZ8RPijVPo=2(op`&0*)2U`y0eH)K8r; z;8|W$d+g~ngyNgw4!R~>Crxbn{saMSAjon!NQ{~Q*M5BXKOjaz;n=YCCF-^=harZx zvVqe<;fx^`xilGn{J#>IWZpn6&cNq(K5a$<=tOjzF7)OC9y9@X^Ap@Q<#~}b`@-J< zL-PH_X(1SmqbC%m;4;>~Yv!+}m$`|$&o+8n=2$}`7J7FyZ+jh%DM;*^mgvs(hx+nR zPAej`G{z*WJ2bp7SQWICipPOMcO3Wj;u7x9yfc7$H-T$OdEIJH#%wFU{Qxq;q}RUJ zHJp6WJ=nMb&Y}Ud%LHDg=O0^(X8&K@-Mt|7ZwQiZsR$3rgA7X+4D3()+XW0}=t!Q0 z$g5~dOPuIu|DH69NI1AkAP9Xxf4CZTN5PGp5zx1uGdo~*0HHi|#L!>HPXtr9_q3lL zjeijqz0^QEHXBGX6h`Jk8=5D%9}QB62WoC~bweD=Hgk-k@Exltn&3-B$fepP;A5Y^ zCb~M=;ce#p#A4y*p<^^GyxLS+gbW}3rX+e-)A-L^2Gc|DJbw#icRKQ39n)hjp=ISQ zf;HbJSy7x%n@M0dH2Q#Y_+}=pv@3>Jfl?1OI>DZ(yTJ~|=(3KOQ)<03{J`0}M*}7I zIz%r}ky<(|h--aEvN-a@x?}A4yBMG(L2j8tibR8f++1$1NGZy#@48DSOorK`IbcZn zWSMmw9|e`qqp~&qE?4a$vNi!BENw;CX1Lvx6g1G_Th^ohASc}zu;`v=yP$sLv=%eP z?k|kCo7ZD?44^&TSL5a}jh}#==0`5bV_=LZ6*;*cfA?fb?K?$I_Vsjc=>G*)9bGSd zW9N#k9mXWsvl$d_MqiC$<2eN-Lr|fYxJb=D#WFN7wE80YL3Pma&#qTdisyN)hhl*J zGW%spa2XJ_y|$UhJxsm)jlP}(_z9i;fJ_apul2@D1qeCZ7H^-tay+<6c2fWhxj4Xg ztUF)j&WfNtM3852k?HWz*W#b`X=??1QNLI7&eu&Hy)#Yxce$mYK8%V~)!MaW&wB#9 zVc#B0YTlt-;G_zI5UKUrY^zH(}cfQ`h!B$SK4r6WlkH8;!JX{_RMx2kBhc3F3tP z=eCt8hQEDCZk=J+f_0cp%f&SF*D=6FM zmR6Z|{QTLB%UmQccthPBx*-r3l9c`d-7NST{%t{4e~`k-@IwX930;V?A?Z< zSpXp(ZLh%3a~vdVQG9E}<}>*LbT6C#s|?in1~hX&7a7qjOP$hLg9*^ONNO-U!C$6g zszg!y-XvRglLNS&mV-4;)U$eR=6bM zZRmykCF&w0|KPjvjrKg$ajk8Uyfvc84}O;`I*I)%m{95 zMOFltbaOMJr3P@>xW+O(p#a?<4~K_dAqUInoZ+%)b~Lp#;%EI;xHbXI0o(Vs%sDOG zAi8De(WN!`Hxm0n#zhp0sg)2ipg_dx4A4?yld`TcCzQZmAWhipN(JATpmyjO)4?Fe3NeZ+sMS9Or?t5T93VJs~?x!&=LprBj;wg7}T4drJcTCJnK{>ti0Fp0zm zZs~i(Dxh}f@ZMvQgK+P8R5EDFRW+yt;kCOX1BqIYmyzSicp0Hs!HC}8V37cI;rmh* z`~7ihsT5D0K+7-PJ5Soc}71>>0fq z^F>m#Mz{tP#(iNuJ{;bFmikA}`}C51J0IC?bB$e0o3a%3M%Ii*S2k9_DclT$RXRHx zkys8KeD&J?aA~6x%KKr?vB{HGzH>WBkFdWqYqK@FHrKw%ZmAL~wlW<3R51~(rVjQ2 zR|t0Dy_dea>w*Sv5zyp(^%+G)!lDD0(cp>&sY~Z2-hcwea-0!Cz6j!Q`GIZJ*}#1* zJmVR^}!T0Gz~_Cql$#X9Xc>d+4gmu^J#pI53GNECS>awK_CVJN9wQ@^%sU9?+<@j z6}yf1S+BznabqPUe;6?p4p+>_A|UGUU5fb&ot5_7RDLAB{?IPS9@YnEJ;Ja7N!P|K zm+NFwW(5omNIHe0n7jgyQH1?`VD{m!cvJ|wMpNuIKD*-S*o*9qY^(u^-q`Ji?p#8( zri`<6kRs|^WjwH;Lu<#Var_Ist8NpNF<4qEpS!L!k{GG_S)zhHh0fY_8qlCCHIrg< zi(H%H0dwU?L?|uDNEB(2h>lja_kzde(=bqH($Q_+spv+~E9jWGb)u~q^WE_9G$UdU zTUJe3yqt;Z1=s62V&$(TM2Q2i=g{Q`_hPYmBmyMIO>328K6bymjNQV{i^{#*faY$- zCV_Do36`LcP}s^iO=ihLbfFY7Fj#YWVHG#fnh)y0_40V86gW(nwf}r;!O!qIaJMXg zm9mbSuec|ahW>+Y@=PDz2q`4u-0@P_zQnDNeKzgJ^oF!)Yk2Jnx4ENB*6xa=B9-NS z@@kk!Mn)b>=0A8u?&%d=m84csB;X?Z$!s{dsb=%l7ei>dX>KnZ9S*`FseJdNa(Gu0 zs-d!&9={)`S`DXYCJ`vuR}=dD3@y+K?1uLRSLJYR9qy|Fi9706xWLrai7;;vkHkh4 zkNnkc)LPZM=ea8LNp?&RV@epP(h?+BxIs{G5g$7UiASD?&>m6CNb8R zCtc)r1<1OyR<&%>gS6zTgV7l}I0Me=fO%B1o&IU}Lz(~7Z!>SutwLT21{o24szEVQ zR_uL)-l`1hO?q!^M{8L~(rSTxlUJ2;OO!Xvoe7T9p3a8cE@cBf5c={j6JfqP6+Q)T zzdFqodo!5$hct76b3v2>W1!$*DWR_|7Hc(Z>ydog^8e8GCg4=A@7u5@4bmh-l4eRs zAz_s!q(Zh?M3Q-^%qeNBBt@msuqs66d7hFai4{UJ6p}Gz&Xn)EpJA=lfBWy>?|qN& zJ&t|sY7NhNp8LLr^E$8LCSs`UqyNh54Mf4QDXx+)v5513srVueXn`O8(Wm#R@^U;$ z+)jHE6^ifLb2$|8(+#OmnKA37Gwe>f0YH!$jHFg%|9B3V_Th|S_MPe z3-%TPKSQwb*gnftOLgI~A0#;mW5V1RGI7m-oT4~dk+WQqUI#{>6a;Y`d5k;NtYUYt zoa)x|M3BY6RRj93N;+l0i;ZvNNG zcefJL8oG)OA5_7QvV!xj|H-Vw@x?f?u@&WHm@9l4?)hJ!420?lSiK+U6a+TYC5K7U zhKaQmnJ8UAPiMGjTUi`NvtGXy7ZJmJ16LE%_-^LmBirml+p5snV?NNhq%;H81~}@2 zYV@I`c->vk4mc7L&cv*GiSq$auALoCPth@Fv$?lHX&ZiqmN<0TGo43oZ4jVl>xJlJ zEHh4QWwuo>I@jZWKQ6;=>ckbqV-W*f-6HaO=`uohsMwTbT=`tbeZq5|fMl!JzLWcm35Ij8$JaZK$8ld{_O!+XE ztJCcrWBfMNET7Dm#}D?@&TlJm!?vo230^{q*d`5mV}N_pG%HcYhkn)(L`r*G^d#QK zd<~Nd7{GIzd&POOP#D@KJ)E{>uSOIBwM+pU2!^@;LlqmnI0_Fw(5_GPzo^il=ent% z8FS{Rsd-_@KC|n`E9ovuL3MX#*3JOb#mk4DFgg{THiI3LEMGQouM2AW;CY-UyE0=k ztNTCV(@gnkhOP8)7wb{j0J+!X&n>9>DB0i4tbsVH8mqK(dc9E=PH_VH^1){Xr|Z!V zzhg2=sukq%Dp>NKEGlE0+QLTH38wJ|2)S7jCSzLb&PXZJ1&}E+r@xzj%$Vi3!wsTR zz)$M8>Y<5QTvEKf4*K&ATyY+Jba=oZ8dMeyK51Bhg0N^G=p{p(>;P6Q-t}RqAw85h zV3m>oKx1;pGw-KNou=@q3=13(>UZZ#C7^sH|FlXgTYb{O!j62STF$cF5Fp-khkh zL1S%4-1nC+?miJXb1LxXNPOgn-mL5yX64CUaWs=}?|udM&Am!+X&K){PSV@Mo8nuD zFo>h}?qb~RoKc>&!Bm`B|Lo5aCC3KSmlFy%xeM~k1dS)1^?~JfBd{0JHhtY67SQx- z0~Kg1Z(hd=kAXJVR|kxaF8NB5{no=WBYE_GylhHX9%*GruhA< z{Kbd(ZBiZ1UF+0!5YE?$-Y9*k1tY<# z3pCwSPrWek{ZY`-HCe}Z>HD6XYd-)jMxzh0t5B^fSz}N!4(4n+HU@QVKMs> z)WNFC_dYO6-tOEyC9X7n9b(!JzKN}UL2;SYu}@s1{3B2$xhhXOS*a(Tb(edRs7|kp zbclk156Re*Rz|wSJRw})`J09$S84AgglB&$ZZ&;Xis@d#-VVrxEW5fYS?mN zD`KeUsybHelA3vU3oc{SP-DT=1p&qOSt$3L(;vSmDS`EdwXE@>ZspuaDflH?m&KrU z>T>e)5!cxT@vojKGjMPvN*`#shRtLc#3XLyPOIvR2azIZr}c)6Y@1@1kZkC5(nE=g zn6XS8eoPm79gbhCewLDY8~C|(Z-G5HnyI4;|28pwWuOzo`L14eMQzI`gP5Zfwjbdu^C6M)OxnSE%*(YoM=AU zhkxGQ%#cKW18c$qX)|HOTIfmiu>tRcYUBhDW*wsIRTax6P?kq%bf#G$gMwX+*!2zrgw9uTJBphUr<)DAS+fIhEDigFL;6s{PD-_ns5lL@7c0fH}yoWm*T0 z+9?M_@G~ikL6h&2NTs3czDgMkCPgb(8F~6Sfm1T8Md(knT@9Y5;qZHO!-BzwBD$22 zjexJ%M;{BC&T`JyqFOeufZPn6i|~?n4H{NAzL=k8{iW|b%Lfx&B#N1BE%`VcwF~J2 zZnXt=2j5R_zn3`&LqO-{OfI0jXmqO8Qa`hJGc${|1m$nPeh=7ds;3aHH-7EUKNgX7 z>`d}6RWk=`KGcmh@NuD-MG)@bPcyxQFn4gX8eI1wk(7*~0^jQf42AipY0Z&p)!lnZ z6Rixj`bIIw>r*G_4#v)rjU>-o0+X9J7I?7FX|D28ZBvy(d&3=2_3;|(PG=vMg2l;z+Z#LZu zdtT}ySUiblu?j-WKsNXcjfUoIslt83@gRw{Y=^;W(7F&5#)Q=r+H!`G9i@G~ekZ4l zuA=^D*c0|9?ER9-^2?Dz<#vbLh`rxNrYD*9fnl3)wZg9D|0XFxm^`Ej#0;C(omvS} zrz(@0ht^dh1{SLG!&$sa0G4ot3NE-U0U1Q9S1`_-v_4HSw@4vBe@}sAf$bk|!mKr{ ztMri%EPWrfUkkfq+NZ<;=J!oJ_IEgodq-BT*B4^6OZyX~#MDde6>IW+k-q?u7+7+L z^f*)pAwD6pt5v-MvlQ@1+H#>0Qu1p4#7K+`x_!v3iouO5+F8Gmb6XDmB;=S$0q8o; zr1*9>G5g&f=?D%*DWWoR4Er9f`o3Urz*cnU{!N1dsxp$R2siag@}H6lNQ5rp6S)*! z9c;oK`mPGy!g_i0u1Pw!57Y8iY1%XC72L_hCHYDh#0V@=#ZsEI>VrJai9`rDok980NufPKCF!F zf+vmB(t?U4!C*^|EerhwKX)R#X76|!q<)xRi>(e5SS>56<!(Y3BW1Yc{wF!Q_!c!%y$Z5P_a zLSB4BHq)xru$57j;UujEpTJvCA9U4*iHbl_Aaf6qJBOF~32q;Cw1jNL=(v=G8xQ-f z1Nds!xxR0B#X-_Ae0SgaR1!lhJ2hl937UtpV-24WKmLr1IEqLo$Z!nIn=wmbkI6_B zacuDC=N}%N%`+hwU%}u7q-9#f(IyXO8>yly4Em&R>f2wLUD}_Beme&b#4Ad%D?Y*`rSAWOYSiqhC_R>wXBT;<%Pf5r?yGURE*xnO(IJrXTEqYyAZL)}u2%`|QRX$L=7RjJu#F>Bi&iE-a5NOy7Zvv>QHT0OTv$hL~~q znD4S@>Nt#r7=QJt`BdQ;cR~dz&QUY^GlvN5G}sa>RX`5w@Lc$ZpbE^z@A!=JaScLr z_yiU($?uO_Y%!EGs0jVKXw6UTBxW*0dzD5&c&6C+y_C$@^^yV4a6` z<=Z=c>3g?ZO(T(j22MgGe(<(pL|p}Y$aUuaqPB}&?2=2GI;?`(&|o(oXX(o>{4uB! z&6(tl__d3v9Zz|Lhkt^>*NI`ME{ixM_n0{6S)xM@Azr<0XeRK{ax*c%h*F#ccyfmb z7al7$Oui4CTN@~07?S3d*o8yEZB&0Ew?urU$%$yf4I@8+FHdV`@>W<~TS$K(b-SlxfKS{> zuCDz{UwuU9D| zYZ|yU;*Qx_v_afT%gIGxf-*=}BXJ*oc|RR$|FvV*3$P?HpujO@uMdvxSk-aqZRMan`X-#ma>MRB&4jUjOX&kYxOruqz#8 z@$W~Ggr7SWWBdUiNK-4NI2euv(U@8L1BpFnpddN3ug`Tz6l8x?C?No^JaAP$WVfJ| z*GS4JHJ!f;#y42k2A=Z=nfz+A>r0>hO-%|T4%uI4zwaaAhK490AnJ023H;Hhm$gk|MrIQ?YNm%c`dmI zJGX)w?FkxVa)Lc!AAX_a{QmBVX03|PUlZTMQloB12vfMUFgu)_{iScBS-gsDU-%D! zJL$qy_5Hc4v6w*rrVFL{C_N4aTU2WQ@F{M9_=E^M*baAx^c!6OJA1`zieoC}lGOpjkkfgdovqAj}|XPqe2 z_`cGYKsV~)Mz_5@kKh{qht(t+v?(h$Ku7^$Q8~smC96Mxxl5QJzcqwB)i47$0O;9m`AIs?rNsmBc8W#3Mwc+{_bXm$rFV9_D9k>< z7m~ebUPeTNzkYk6(Bp7 zX+L9dOgrC;4vFYN;UD}aJ?vnxOAH?LH;d1Ux8fK@0BOJ$y;(i1_$HOaC;8-hk!1Ej z!&TNCW8)nWJ$taX?KP}>_&B!^QG@UGUFut~NSIcA3HI|DoU4Zx*-8AIItnxJJQ&p> zY6kC`et4c_1LQA`*V!$3JIedT(#8=5=CrOzsUZQH4Sz{su{x&j|52IgIEM081Pl&Y zV{)c}``H1K**;VDZ=4r%XoIe1xC)b4)t#gYy^>tLbU8`lG#Csl-TRCTcj8Ed$Z*{4 z1$)@vvjlRf`ez(?&Xrq&JqP!o^k*Yg&iX=~`S{W*HNAXljQf@LNIv)idxBNcbs|ZB zobqm;ePFR~$pRwA0hiIg9GBS$@ybZjGTA@ukWk-Cd`aN#lq18$w#RNFNnF~AkQ}T= zUwbaV7s*LntssFwhvrNGiF6E%*rrLNSt;TzPTl~q#UOvlk22*0a&({0`0bH8$pS|S zT>v>pR`ADK+>Dz!gEx8klx~cG!8P|V@Yf^`yFIo};?oIBrz1eb;|&Gy%@gEz1v5L9 zRX-?2fNv3Bi59SZNdE!J-g+qoAkiRUZV)f?DM*hUTW)`qq7{UB{&!gbmw>Mo z3_!hsk)1fYNAlc?lQ#%mJ7O*qU?@GJgXN^-%_+`)GuY@0*lB4yI#D-NOH?z{{aK&uEcIIOr8A} zEtVT{G{x!=l+*SfypxW1omqGm54bMe&L=1#;n3m0UeN;91q2v*w69_ z;C>9qv$^2BTX71M>drYTMT8k?@Ayl;uV?EG zDi$IEya{R#AQ@Tb?!Bxf^=Pb(z8qR;c^OAhVtPPzFruyig7tk}iUPw4nbek9%SjHJ zwl|UxWxsaS!}G{znGOz2?Q*WH7%a?qJr);3M- zN{X1OJ|?&W!eJQMq&*kRfW#j7Pl%wzWN)P$2(6%~nI#e}Ti!CxiyQJlODV;6$e46M z!OfTFI%En;LzqE~(7k){5@0jZi8KEOQZ|&?M;N2{18%RW;FaVoBzWbgKv98uqho%0 z?u*Gr=KK|d1O9>M&zc+_niI)WW^>2nJ?I`~ptc2polxu)3VX>rSFW6Cvp$2HWZ1hKvPl3os=MEI}`1c3fkSp+jWl6 zeInh6Pxn+zuaVnH)BbC=7RNzCN(LTru`eOW=e~(PMYRtf@Mmt{dv$w%h%CzXp-n(J z-4H@51nSPZQ?4DQ!pt1Eor8(&U%v~p zlX?C9Mwc{kjcgxOhA5Y$P$160Edlg1V>|(=!&dw7FrIHw<^(S0aBnTSF2uQN;2a3b zTw4zFHH3;eiQ77ou#cH6wwZ8MlkcO*eyv5m2T0!lykLL^hKebKB<%`QxAfL+Geggz*bPL215xP_GOok?4CKS8yue9%*b@66$9HN_@J(g1 zBTQhBzJz}FJC!>Jk5)xqPx_6K8_9YD;1o}vd)FGNf*X#li9Wx5zY(ISU>~G*|J(9U z2ME?IlbyUvX1j-FUZ{2D5Tu>+7i6>Y;KWAL^d~{|b*>6na1`F!XG#FL2U7hyNvfBt zw2@pRphJKWu=~{LP;fs%!Fsm1J~03yRJ+DQ)I`YcN!7!rEdGx7CfYvL63P8+&r5p| zh3Xk-HxHo5{AETbnKMj)L;YJ;8aEy2Y ze7EXWwrG-QrgM$VBo+;<{wr%%Jj}BX;#K$0k-tb*!&ZE@UrDE8LJxzz#seh5;4G3e zVak^PRYTZtD*GJ<>(5U+)=0mI>^LTa(r=+?fGNQ+J)Hn%87UPl`4+5-|CKV-qK6h> zb@Oc%&8=AF003V^1nTKa;tYed5Eofh9~4YxG9mraSXav;yL<}|et{;Q%4KEce?2Ea zk^MYjq`g!r)U^d10+$OU?hxgUh?KM@e92o~L)Bz7(QFB9nd(!{8!Js0%S@xx zW!$*{qKF$9aQl9Ebbj%%x8tWwv5tem{zFcR=J-p#4uEagmK6J z+Kdlf1iIO(fULJ*Vy@_1kgL@Jx&b!5a+(OR!RpdA0&F6-z|~lC?!FXppG?^)i9N%%=H0fS$ld_hmsDglx{rlcR2+%wBs zPuNmL7-3Icfs@7J+=I{Frrb{Rf`g^JhY*xO(Qo&9Tntc(<-gsoVttaZlB(LM;{clk+ z!x_Air2o860_nPrcW~Q5su?PGjQU(=OfwKTTummBb!gPvUDVqzu zQHM|Fj`!xaLb}HI2V7U`lEhx-r+$+2fQzsNA!%Kqo`!fpvL3Yxu_<(O$s9 zHBQbsL!t{oCYCPeIg#|vOc$B1;$g&{)L6=hJ5%`z-FLa=<4HoePgoER=1jx}aa7&#q{4G^J}G{oC~-cKgDm?$6BbGLEs)m{?t3)R7rJYsdaQlNq7 z#~H@}W8?9~>{;|oy^*L~Vgl^}`Kv?{koiM`9G6zE!b#NE z{ZYe+We3qGdL<9jYju&HbG(*((FXJA=SSl;!nz*~A3N+t5nObH)hu93tUN+p#UDn< zlwr|MbDi6@-^2Vc@B(T`cezrIhgBCrSYY&nz?j?{gU6G_=pcwu9QB{